0.251000.0000.090.251000.0000.070.580.490.250.030.530.220.150.050.000.000.000.000.060.010.170.120.590.260.250.030.511280.210.130.080.000.000.0000.000.080.010.170.120.0150.005100100.120.040.401450.200.000.030.3500.100.050.040.370.160.180.040.401410.200.010.030.3500.100.130.040.380.15449000000492000000100100.030.040.040.040.040.031350.033870.045530.038980.029310.041740.037050.00750.00650.00750.00500.00350.00400.00400.000833330.000833330.000833330.000833330.040.0010.040.0010.040.0010.0010.040.040.0010.040.0010.040.001P3YP90Dfalse--12-31FY20182018-12-310000070858YesfalseLarge Accelerated FilerBANK OF AMERICA CORP /DE/falsefalseNoNo62000000122000000620000000.010.0112800000000128000000001028730243196692863701028730243196692863700.07720.00010.060.08050.0840.08570.06450.00390.029410627400000011936300000000.050.050.310.750.80.050.50.350.050.10.15000.050.950.450.400.20.05000100000000010000000000.871.3250.830.010.050.041020.201.000.840.460.920.380.010.710.2610.3500.010.0100.150.150.040.000.150.140.000.810.5730.420.00710.030.020.160.630.220.010.500.040.010.350.871.32120.01000.050.041380.201.000.840.460.700.380.010.380.15100.000.0100.150.110.040.000.150.200.000.710.3830.00700.040.020.150.670.320.010.610.020.010.700.35003618200000028875000000529060000005639900000000059000000001600000000215600000029420000005710000000434900000031786000000276370000001.000.841000.150.0400.630.220.0751.000.840.181000.110.040.0700.670.320.160.0280.02960.02240.0290.07260.03550.00060.01140.035498720000003400000010943000000270000002284000000020075000000970000000022581000000197390000003000000000000.0610.0630.058750.0520.051250.062500.065000.011000000001000000003837683384314038376833843140Substantially all card fees are recognized at the transaction date, except for certain time-based fees such as annual fees, which are recognized over 12 months. Other Revenue Measurement and Recognition Policies The Corporation did not disclose the value of any open performance obligations at December 31, 2018, as its contracts with customers generally have a fixed term that is less than one year, an open term with a cancellation period that is less than one year, or provisions that allow the Corporation to recognize revenue at the amount it has the right to invoice.0.140.1514100.090.09000.100.12530.140.1514100.070.09000.090.1253P4YP3Y80000000.250.250.250.250.33330.33330.333314940000001648000000 0000070858 bac:CreditCardandOtherConsumerPortfolioSegmentMember us-gaap:UnfundedLoanCommitmentMember 2015-12-31 0000070858 us-gaap:RestrictedStockUnitsRSUMember bac:KeyEmployeeEquityPlanVestingOverThreeYearsMember us-gaap:ShareBasedCompensationAwardTrancheThreeMember 2018-01-01 2018-12-31 0000070858 us-gaap:UnfundedLoanCommitmentMember us-gaap:OtherOperatingIncomeExpenseMember 2016-01-01 2016-12-31
 
UNITED STATES
SECURITIES AND EXCHANGE COMMISSION


Washington, D.C. 20549
 
FORM 10-K
 
(Mark One)
[Ÿ
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the fiscal year ended December 31, 20172018
or
[  ] TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
For the transition period from      to


Commission file number:
1-6523
 
Exact name of registrant as specified in its charter:
Bank of America Corporation
 


State or other jurisdiction of incorporation or organization:
Delaware
IRS Employer Identification No.:
56-0906609
Address of principal executive offices:
Bank of America Corporate Center
100 N. Tryon Street
Charlotte, North Carolina 28255
Registrant’s telephone number, including area code:
(704) 386-5681
Securities registered pursuant to section 12(b) of the Act:
     
 Title of each class Name of each exchange on which registered 
 Common Stock, par value $0.01 per share New York Stock Exchange 
 Warrants to purchase Common Stock (expiring October 28, 2018)New York Stock Exchange
Warrants to purchase Common Stock (expiring January 16, 2019)New York Stock Exchange
Depositary Shares, each representing a 1/1,000th interest in a share of 6.204% Non-Cumulative
Preferred Stock, Series D
New York Stock Exchange
Depositary Shares, each representing a 1/1,000th interest in a share of Floating Rate Non-Cumulative
Preferred Stock, Series E
New York Stock Exchange
Depositary Shares, each representing a 1/1,000th interest in a share of 6.625% Non-Cumulative
Preferred Stock, Series I
 New York Stock Exchange 
 
Depositary Shares, each representing a 1/1,000th interest in a share of 6.625% Non-Cumulative
Preferred Stock, Series W
 New York Stock Exchange 
 
Depositary Shares, each representing a 1/1,000th interest in a share of 6.500% Non-Cumulative
Preferred Stock, Series Y
 New York Stock Exchange 
 
Depositary Shares, each representing a 1/1,000th interest in a share of 6.200% Non-Cumulative
Preferred Stock, Series CC
 New York Stock Exchange 
 Depositary Shares, each representing a 1/1,000th interest in a share of 6.000% Non-Cumulative Preferred Stock, Series EE New York Stock Exchange 




 Depositary Shares, each representing a 1/1,000th interest in a share of 6.000% Non-Cumulative Preferred Stock, Series GG New York Stock Exchange 
 Title
Depositary Shares, each representing a 1/1,000th interest in a share of each class6.000% Non-Cumulative Preferred Stock, Series HH

 Name of each exchange on which registeredNew York Stock Exchange 
 7.25% Non-Cumulative Perpetual Convertible Preferred Stock, Series L New York Stock Exchange 
 Depositary Shares, each representing a 1/1,200th interest in a share of Bank of America Corporation Floating Rate Non-Cumulative Preferred Stock, Series 1 New York Stock Exchange 

1Bank of America 2018






Title of each className of each exchange on which registered
 Depositary Shares, each representing a 1/1,200th interest in a share of Bank of America Corporation Floating Rate Non-Cumulative Preferred Stock, Series 2New York Stock Exchange
Depositary Shares, each representing a 1/1,200th interest in a share of Bank of America Corporation 6.375% Non-Cumulative Preferred Stock, Series 3 New York Stock Exchange 
 Depositary Shares, each representing a 1/1,200th interest in a share of Bank of America Corporation Floating Rate Non-Cumulative Preferred Stock, Series 4 New York Stock Exchange 
 Depositary Shares, each representing a 1/1,200th interest in a share of Bank of America Corporation Floating Rate Non-Cumulative Preferred Stock, Series 5 New York Stock Exchange 
 7.00% Capital Securities of Countrywide Capital V (and the guarantees related thereto)New York Stock Exchange
Floating Rate Preferred Hybrid Income Term Securities of BAC Capital Trust XIII (and the guarantee related thereto) New York Stock Exchange 
 5.63% Fixed to Floating Rate Preferred Hybrid Income Term Securities of BAC Capital Trust XIV (and the guarantee related thereto) New York Stock Exchange 
 MBNAIncome Capital B Floating Rate Capital Securities, Series B (and the guarantee related thereto)New York Stock Exchange
Trust Preferred SecuritiesObligation Notes initially due December 15, 2066 of Merrill Lynch Capital Trust I (and the guaranteeBank of the Registrant with respect thereto)New York Stock Exchange
Trust Preferred Securities of Merrill Lynch Capital Trust III (and the guarantee of the Registrant with respect thereto)America Corporation New York Stock Exchange 
 Senior Medium-Term Notes, Series A, Step Up Callable Notes, due November 28, 2031 of BofA Finance LLC (and the guarantee of the Registrant with respect thereto) New York Stock Exchange 


Securities registered pursuant to Section 12(g) of the Act: None
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.  Yes o No
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act.  Yes o No 
Indicate by check mark whether the registrant: (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.  Yes No o
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).  Yes  No o
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K is not contained herein, and will not be contained, to the best of registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K.
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Exchange Act. (Check one):
Large accelerated filer
 
Accelerated filero
 
Non-accelerated filer o
 
Smaller reporting company o
      
Emerging growth company o
    (do not check if a smaller reporting company)  
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. o
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). Yes o No 
The aggregate market value of the registrant’s common stock (“Common Stock”) held on June 30, 20172018 by non-affiliates was approximately $239,643,149,085$282,258,554,953 (based on the June 30, 20172018 closing price of Common Stock of $24.26$28.19 per share as reported on the New York Stock Exchange). At February 21, 2018,25, 2019, there were 10,243,688,8969,658,759,764 shares of Common Stock outstanding.
Documents incorporated by reference: Portions of the definitive proxy statement relating to the registrant’s 2019 annual meeting of stockholders scheduled to be held on April 25, 2018 are incorporated by reference in this Form 10-K in response to Items 10, 11, 12, 13 and 14 of Part III.
 




Bank of America 2018 2



Table of Contents
Bank of America Corporation and Subsidiaries
 Page
   
   
   
   
   
   
   
  
   
   
   
   
   
   
   
  
   
   
   
   
   
   
  
   
   


Part I
Bank of America Corporation and Subsidiaries
Item 1. Business
Bank of America Corporation is a Delaware corporation, a bank holding company (BHC) and a financial holding company. When used in this report, “the Corporation” may refer to Bank of America Corporation individually, Bank of America Corporation and its subsidiaries, or certain of Bank of America Corporation’s subsidiaries or affiliates. As part of our efforts to streamline the Corporation’s organizational structure and reduce complexity and costs, the Corporation has reduced and intends to continue to reduce the number of its corporate subsidiaries, including through intercompany mergers.
Bank of America is one of the world’s largest financial institutions, serving individual consumers, small- and middle-market businesses, institutional investors, large corporations and governments with a full range of banking, investing, asset management and other financial and risk management products and services. Our principal executive offices are located in the
 
Bank of America Corporate Center, 100 North Tryon Street, Charlotte, North Carolina 28255.
Bank of America’s website is www.bankofamerica.com and the Investor Relations portion of our website is http://investor.bankofamerica.com. We use our website to distribute company information, including as a means of disclosing material, non-public information and for complying with our disclosure obligations under Regulation FD. We routinely post and make accessible financial and other information regarding usthe Corporation on our website. Accordingly, investors should monitor the Investor Relations portion of our website, in addition to following our press releases, SECU.S. Securities and Exchange Commission (SEC) filings, public conference calls and webcasts. Our Annual Reports on Form 10-K, Quarterly Reports on Form 10-Q, Current Reports on Form 8-K and amendments to those reports filed or furnished pursuant to Section 13(a) or 15(d) of the

1Bank of America 2018






Securities Exchange Act of 1934 (Exchange Act) are available on the Investor Relations portion of our website under the heading

1Bank of America 2017



Financial Information (accessible by clicking on the SEC Filings link) as soon as reasonably practicable after we electronically file such reports with, or furnish them to, the U.S. SecuritiesSEC and Exchange Commission (SEC).at the SEC’s website, www.sec.gov. Notwithstanding the foregoing, the information contained on our website as referenced in this paragraph is not incorporated by reference into this Annual Report on Form 10-K. Also, we make available on the Investor Relations portion of our website under the heading Corporate Governance: (i) our Code of Conduct (including our insider trading policy); (ii) our Corporate Governance Guidelines (accessible by clicking on the Governance Highlights link); and (iii) the charter of each active committee of our Board of Directors (the Board) (accessible by clicking on the committee names under the Committee Composition link). We also intend to disclose any amendments to our Code of Conduct orand waivers of our Code of Conduct on behalfrequired to be disclosed by the rules of our Chief Executive Officer, Chief Financial Officer or Chief Accounting Officer,the SEC and the New York Stock Exchange (NYSE) on the Investor Relations portion of our website. All of these corporate governance materials are also available free of charge in print to shareholders who request them in writing to: Bank of America Corporation, Attention: Office of the Corporate Secretary, Hearst Tower, 214 North Tryon Street, NC1-027-18-05, Charlotte, North Carolina 28255.
Segments
Through our banking and various nonbank subsidiaries throughout the U.S. and in international markets, we provide a diversified range of banking and nonbank financial services and products through four business segments: Consumer Banking, Global Wealth & Investment Management (GWIM), Global Banking and Global Markets, with the remaining operations recorded in All Other. Additional information related to our business segments and the products and services they provide is included in the information set forth on pages 30 through 39 of Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations (MD&A) and Note 23 – Business Segment Informationto the Consolidated Financial Statements in Item 8. Financial Statements and Supplementary Data (Consolidated Financial Statements).
Competition
We operate in a highly competitive environment. Our competitors include banks, thrifts, credit unions, investment banking firms, investment advisory firms, brokerage firms, investment companies, insurance companies, mortgage banking companies, credit card issuers, mutual fund companies, hedge funds, private equity firms, and e-commerce and other internet-based companies. We compete with some of these competitors globally and with others on a regional or product specific basis.
Competition is based on a number of factors including, among others, customer service, quality and range of products and services offered, price, reputation, interest rates on loans and deposits, lending limits and customer convenience. Our ability to continue to compete effectively also depends in large part on our ability to attract new employees and retain and motivate our existing employees, while managing compensation and other costs.
Employees
At December 31, 2017,2018, we had approximately 209,000204,000 employees. None of our domestic employees are subject to a collective bargaining agreement. Management considers our employee relations to be good.
 
Government Supervision and Regulation
The following discussion describes, among other things, elements of an extensive regulatory framework applicable to BHCs, financial holding companies, banks and broker-dealers, including specific information about Bank of America.
We are subject to an extensive regulatory framework applicable to BHCs, financial holding companies and banks and other financial services entities. U.S. federal regulation of banks, BHCs and financial holding companies is intended primarily for the protection of depositors and the Deposit Insurance Fund (DIF) rather than for the protection of shareholders and creditors.
As a registered financial holding company and BHC, the Corporation is subject to the supervision of, and regular inspection by, the Board of Governors of the Federal Reserve System (Federal Reserve). Our U.S. bank subsidiaries (the Banks) organized as national banking associations are subject to regulation, supervision and examination by the Office of the Comptroller of the Currency (OCC), the Federal Deposit Insurance Corporation (FDIC) and the Federal Reserve. U.S. financial holding companies, and the companies under their control, are permitted to engage in activities considered “financial in nature” as defined by the Gramm-Leach-Bliley Act and related Federal Reserve interpretations. Unless otherwise limited by the Federal Reserve, a financial holding company may engage directly or indirectly in activities considered financial in nature provided the financial holding company gives the Federal Reserve after-the-fact notice of the new activities. The Gramm-Leach-Bliley Act also permits national banks to engage in activities considered financial in nature through a financial subsidiary, subject to certain conditions and limitations and with the approval of the OCC.
The scope of the laws and regulations and the intensity of the supervision to which we are subject have increased in recent years in response to the financial crisis, as well as other factors such as technological and market changes. In addition, the banking and financial services sector is subject to substantial regulatory enforcement and fines. Many of these changes have occurred as a result of the 2010 Dodd-Frank Wall Street Reform and Consumer Protection Act (the Financial Reform Act). We cannot assess whether there will be any additional major changes in the regulatory environment and expect that our business will remain subject to extensive regulation and supervision.
We are also subject to various other laws and regulations, as well as supervision and examination by other regulatory agencies, all of which directly or indirectly affect our operations and management and our ability to make distributions to shareholders. For instance, our broker-dealer subsidiaries are subject to both U.S. and international regulation, including supervision by the SEC, the New York Stock Exchange and the Financial Industry Regulatory Authority, among others; our commodities businesses in the U.S. are subject to regulation by and supervision of the U.S. Commodity Futures Trading Commission (CFTC); our U.S. derivatives activity is subject to regulation and supervision of the CFTC, and National Futures Association or theand SEC, and in the case of the Banks, certain banking regulators; our insurance activities are subject to licensing and regulation by state insurance regulatory agencies; and our consumer financial products and services are regulated by the Consumer Financial Protection Bureau (CFPB).
Our non-U.S. businesses are also subject to extensive regulation by various non-U.S. regulators, including governments, securities exchanges, prudential regulators, central banks and other regulatory bodies, in the jurisdictions in which those businesses operate. For example, our financial services operations in the United Kingdom (U.K.) are subject to regulation by the Prudential Regulatory Authority and Financial Conduct


  
Bank of America 20172018 2



by and supervision of the Prudential Regulatory Authority for prudential matters, and the Financial Conduct Authority (FCA) forand, in Ireland, the conductEuropean Central Bank and Central Bank of business matters.Ireland.
Source of Strength
Under the Financial Reform Act and Federal Reserve policy, BHCs are expected to act as a source of financial strength to each subsidiary bank and to commit resources to support each such subsidiary. Similarly, under the cross-guarantee provisions of the Federal Deposit Insurance Corporation Improvement Act of 1991 (FDICIA), in the event of a loss suffered or anticipated by the FDIC, either as a result of default of a bank subsidiary or related to FDIC assistance provided to such a subsidiary in danger of default, the affiliate banks of such a subsidiary may be assessed for the FDIC’s loss, subject to certain exceptions.
Transactions with Affiliates
Pursuant to Section 23A and 23B of the Federal Reserve Act, as implemented by the Federal Reserve’s Regulation W, the Banks are subject to restrictions that limit certain types of transactions between the Banks and their nonbank affiliates. In general, U.S. banks are subject to quantitative and qualitative limits on extensions of credit, purchases of assets and certain other transactions involving its nonbank affiliates. Additionally, transactions between U.S. banks and their nonbank affiliates are required to be on arm’s length terms and must be consistent with standards of safety and soundness.
Deposit Insurance
Deposits placed at U.S. domiciled banks (U.S. banks) are insured by the FDIC, subject to limits and conditions of applicable law and the FDIC’s regulations. Pursuant to the Financial Reform Act, FDIC insurance coverage limits are $250,000 per customer. All insured depository institutions are required to pay assessments to the FDIC in order to fund the DIF.
The FDIC is required to maintain at least a designated minimum ratio of the DIF to insured deposits in the U.S. The Financial Reform Act requires the FDIC to assess insured depository institutions to achieve a DIF ratio of at least 1.35 percent by September 30, 2020. TheIn November 2018, the FDIC hasannounced that the DIF ratio exceeded 1.35 in advance of the deadline and that the related surcharges ceased. Additionally, the FDIC adopted regulations that establish a long-term target DIF ratio of greater than two percent. TheAs of the date of this report, the DIF ratio is currently below thethis required targetstarget and the FDIC has adopted a restoration plan that may result in increased deposit insurance assessments. In 2016, the FDIC implemented a surcharge to accelerate compliance with the 1.35 percentage requirement. Deposit insurance assessment rates are subject to change by the FDIC and will be impacted by the overall economy and the stability of the banking industry as a whole. For more information regarding deposit insurance, see Item 1A. Risk Factors – Regulatory, Compliance and Legal on page 12.13.
Capital, Liquidity and Operational Requirements
As a financial holding company, we and our bank subsidiaries are subject to the regulatory capital and liquidity guidelines issued by the Federal Reserve and other U.S. banking regulators, including the FDIC and the OCC. These rules are complex and are evolving as U.S. and international regulatory authorities propose and enact enhanced capital and liquidity rules. The Corporation seeks to manage its capital position to maintain sufficient capital to meet these regulatory guidelines and to support our business activities. These evolving rules are likely to influence our planning processes for, and may require additional regulatory capital and liquidity, as well as impose additional operational and compliance costs on the Corporation. In addition, the Federal Reserve and the OCC have adopted guidelines that establish minimum standards for the design, implementation and board oversight of BHCs’ and national
 
national banks’ risk governance frameworks. The Federal Reserve has also issued a final rule, requiring us to maintainwhich became effective January 1, 2019, that includes minimum amounts ofexternal total loss-absorbing capacity (TLAC) and long-term debt meeting specified eligibility requirements.
For more information on regulatory capital rules, capital composition and pending or proposed regulatory capital changes, see Capital Management – Regulatory Capital in the MD&A on page 45,44, and Note 16 – Regulatory Requirements and Restrictions to the Consolidated Financial Statements, which are incorporated by reference in this Item 1.
Distributions
We are subject to various regulatory policies and requirements relating to capital actions, including payment of dividends and common stock repurchases. For instance, Federal Reserve regulations require major U.S. BHCs to submit a capital plan as part of an annual Comprehensive Capital Analysis and Review (CCAR). The purpose of the CCAR for the Federal Reserve is to assess the capital planning process of the BHC, including any planned capital actions, such as payment of dividends and common stock repurchases.
Our ability to pay dividends is also affected by the various minimum capital requirements and the capital and non-capital standards established under the FDICIA. The right of the Corporation, our shareholders and our creditors to participate in any distribution of the assets or earnings of our subsidiaries is further subject to the prior claims of creditors of the respective subsidiaries.
If the Federal Reserve finds that any of our Banks are not “well-capitalized” or “well-managed,” we would be required to enter into an agreement with the Federal Reserve to comply with all applicable capital and management requirements, which may contain additional limitations or conditions relating to our activities. Additionally, the applicable federal regulatory authority is authorized to determine, under certain circumstances relating to the financial condition of a bank or BHC, that the payment of dividends would be an unsafe or unsound practice and to prohibit payment thereof.
For more information regarding the requirements relating to the payment of dividends, including the minimum capital requirements, see Note 13 – Shareholders’ Equity and Note 16 – Regulatory Requirements and Restrictionsto the Consolidated Financial Statements.
Many of our subsidiaries, including our bank and broker-dealer subsidiaries, are subject to laws that restrict dividend payments, or authorize regulatory bodies to block or reduce the flow of funds from those subsidiaries to the parent company or other subsidiaries.
Resolution Planning
As a BHC with greater than $50 billion of assets, the Corporation is required by the Federal Reserve and the FDIC to periodically submit a plan for a rapid and orderly resolution in the event of material financial distress or failure.
Such resolution plan is intended to be a detailed roadmap for the orderly resolution of athe BHC and its material entities pursuant to the U.S. Bankruptcy Code and other applicable resolution regimes under one or more hypothetical scenarios assuming no extraordinary government assistance.
If both the Federal Reserve and the FDIC determine that the BHC’s plan is not credible, the Federal Reserve and the FDIC may jointly impose more stringent capital, leverage or liquidity requirements or restrictions on growth, activities or operations. A description of our plan is available on the Federal Reserve and FDIC websites.


3Bank of America 20172018

  







The FDIC also requires the submission of a resolution plan for Bank of America, N.A. (BANA), which must describe how the insured depository institution would be resolved under the bank resolution provisions of the Federal Deposit Insurance Act. A description of this plan is available on the FDIC’s website.
We continue to make substantial progress to enhance our resolvability, including simplifying our legal entity structure and business operations, and increasing our preparedness to implement our resolution plan, both from a financial and operational standpoint.
Similarly,Across international jurisdictions, resolution planning is the responsibility of national resolution authorities (RA). Of most impact to the Corporation are the requirements associated with subsidiaries in the U.K., Ireland and France, where rules have been issued requiring the submission of significant information about certain U.K.-incorporatedlocally-incorporated subsidiaries, and other financial institutions, as well as the Corporation’s affiliated branches of non-U.K. banks located in the U.K.those jurisdictions (including information on intra-group dependencies, legal entity separation and barriers to resolution) to allow the Bank of EnglandRA to developplan their resolution plans.strategies. As a result of the Bank of England’sRA’s review of the submitted information, we could be required to take certain actions over the next several years which could increase operating costs and potentially result in the restructuring of certain businesses and subsidiaries.
For more information regarding our resolution plan, see Item 1A. Risk Factors – Liquidity on page 6.
Insolvency and the Orderly Liquidation Authority
Under the Federal Deposit Insurance Act, the FDIC may be appointed receiver of an insured depository institution if it is insolvent or in certain other circumstances. In addition, under the Financial Reform Act, when a systemically important financial institution (SIFI) such as the Corporation is in default or danger of default, the FDIC may be appointed receiver in order to conduct an orderly liquidation of such institution. In the event of such appointment, the FDIC could, among other things, invoke the orderly liquidation authority, instead of the U.S. Bankruptcy Code, if the Secretary of the Treasury makes certain financial distress and systemic risk determinations. The orderly liquidation authority is modeled in part on the Federal Deposit Insurance Act, but also adopts certain concepts from the U.S. Bankruptcy Code.
The orderly liquidation authority contains certain differences from the U.S. Bankruptcy Code. For example, in certain circumstances, the FDIC could permit payment of obligations it determines to be systemically significant (e.g., short-term creditors or operating creditors) in lieu of paying other obligations (e.g., long-term creditors) without the need to obtain creditors’ consent or prior court review. The insolvency and resolution process could also lead to a large reduction or total elimination of the value of a BHC’s outstanding equity, as well as impairment or elimination of certain debt.
Under the FDIC’s “single point of entry” strategy for resolving SIFIs, the FDIC could replace a distressed BHC with a bridge holding company, which could continue operations and result in an orderly resolution of the underlying bank, but whose equity is held solely for the benefit of creditors of the original BHC.
Furthermore, the Federal Reserve Board has finalized regulations regarding therequires that BHCs maintain minimum levels of long-term debt required for BHCs to provide adequate loss absorbing capacity in the event of a resolution.
For more information regarding our resolution, see Item 1A. Risk Factors – Liquidity on page 6.
Limitations on Acquisitions
The Riegle-Neal Interstate Banking and Branching Efficiency Act of 1994 permits a BHC to acquire banks located in states other
than its home state without regard to state law, subject to certain conditions, including the condition that the BHC, after and as a
result of the acquisition, controls no more than 10 percent of the total amount of deposits of insured depository institutions in the U.S. and no more than 30 percent or such lesser or greater amount set by state law of such deposits in that state. At June 30, 2017,2018, we held greater than 10 percent of the total amount of deposits of insured depository institutions in the U.S.
In addition, the Financial Reform Act restricts acquisitions by a financial institution if, as a result of the acquisition, the total liabilities of the financial institution would exceed 10 percent of the total liabilities of all financial institutions in the U.S. At June 30, 2017,2018, our liabilities did not exceed 10 percent of the total liabilities of all financial institutions in the U.S.
The Volcker Rule
The Volcker Rule prohibits insured depository institutions and companies affiliated with insured depository institutions (collectively, banking entities) from engaging in short-term proprietary trading of certain securities, derivatives, commodity futures and options for their own account. The Volcker Rule also imposes limits on banking entities’ investments in, and other relationships with, hedge funds and private equity funds. The Volcker Rule provides exemptions for certain activities, including market-making, underwriting, hedging, trading in government obligations, insurance company activities and organizing and offering hedge funds and private equity funds. The Volcker Rule also clarifies that certain activities are not prohibited, including acting as agent, broker or custodian. A banking entity with significant trading operations, such as the Corporation, is required to maintain a detailed compliance program to comply with the restrictions of the Volcker Rule.
Derivatives
Our derivatives operations are subject to extensive regulation globally. These operations are subject to regulation under the Financial Reform Act, the EUEuropean Union (EU) Markets in Financial Instruments Directive and Regulation, the European Market Infrastructure Regulationand similar regulatory regimes in other jurisdictions, that regulate or will regulate the derivatives markets in which we operate by, among other things: requiring clearing and exchange trading of certain derivatives; imposing new capital, margin, reporting, registration and business conduct requirements for certain market participants; imposing position limits on certain over-the-counter (OTC) derivatives; and imposing derivatives trading transparency requirements; and requiring registration as swap dealers, major swap participants or analogous regulated entities. Most regulationsrequirements. Regulations of derivatives are already in effect in many markets in which we operate are already in effect.operate.
In addition, many G-20 jurisdictions, including the U.S., U.K., Germany and Japan, have adopted resolution stay regulations to address concerns that the close-out of derivatives and other financial contracts in resolution could impede orderly resolution of global systemically important banks (G-SIBs), and additional jurisdictions are expected to follow suit. We and 24 other G-SIBs have adhered to a protocol amending certain financial contracts to provide for contractual recognition of stays of termination rights under various statutory resolution regimes and a stay on the exercise of cross-default rights based on an affiliate’s entry into U.S. bankruptcy proceedings. As resolution stay regulations of a particular jurisdiction go into effect, we amend financial contracts in compliance with such regulations.
Consumer Regulations
Our consumer businesses are subject to extensive regulation and oversight by federal and state regulators. Certain federal consumer finance laws to which we are subject, including but not limited to, the Equal Credit Opportunity Act, the Home Mortgage Disclosure Act, Electronic Fund


  
Bank of America 20172018 4



Act, the Electronic Fund Transfer Act, the Fair Credit Reporting Act, the Real Estate Settlement Procedures Act, the Truth in Lending Act and Truth in Savings Act, are enforced by the CFPB. Other federal consumer finance laws, such as the Servicemembers Civil Relief Act, are enforced by the OCC.
Privacy and Information Security
We are subject to many U.S. federal, state and international laws and regulations governing requirements for maintaining policies and procedures to protect the non-public confidential information of our customers and employees. The Gramm-Leach-Bliley Act requires us to periodically disclose Bank of America’s privacy policies and practices relating to sharing such information and enables retail customers to opt out of our ability to share information with unaffiliated third parties, under certain circumstances. Other laws and regulations, at the international, federal and state level, impact our ability to share certain information with affiliates and non-affiliates for marketing and/or non-marketing purposes, or to contact customers with marketing offers.offers, including California’s consumer privacy law that established basic rights of consumers in connection with their personal information. The Gramm-Leach-Bliley Act also requires us to implement a comprehensive information security program that includes administrative, technical and physical safeguards to provide the security and confidentiality of customer records and information. These security and privacy policies and procedures for the protection of personal and confidential information are in effect across all businesses and geographic locations. The European Union (EU) has adoptedIn the EU, the General Data Protection Regulation (GDPR) which replacesreplaced the Data Protection Directive and related implementing national laws in its member states. The GDPR’s impact on the Member States. TheCorporation was assessed and addressed through a comprehensive compliance date for the GDPR is May 25, 2018. It will have impacts across the enterpriseimplementation program. Additionally, other legislative and impact assessments are underway. Meanwhile other legislation, regulatory activity (the proposed e-Privacy Regulation, elements ofin the Fourth Money Laundering Directive)U.S. and abroad, as well as court proceedings and any impact of bilateral U.S. and EU political developments on the validity of cross-border data transfer mechanisms from the EU, continue to lend uncertainty to privacy compliance in the EU.globally.
Item 1A. Risk Factors
In the course of conducting our business operations, we are exposed to a variety of risks, some of which are inherent in the financial services industry and others of which are more specific to our own businesses. The discussion below addresses the most significant factors, of which we are currently aware, that could affect our businesses, results of operations and financial condition. Additional factors that could affect our businesses, results of operations and financial condition are discussed in Forward-looking Statements in the MD&A on page 19.20. However, other factors not discussed below or elsewhere in this Annual Report on Form 10-K could also adversely affect our businesses, results of operations and financial condition. Therefore, the risk factors below should not be considered a complete list of potential risks that we may face. For more information on how we manage risks, see Managing Risk in the MD&A on page 41.40.
Any risk factor described in this Annual Report on Form 10-K or in any of our other SEC filings could by itself, or together with other factors, materially adversely affect our liquidity, competitive position, business, reputation, results of operations, capital position or financial condition, including by materially increasing our expenses or decreasing our revenues, which could result in material losses.
Market
Our business and results of operations may be adversely affected by the U.S. and international financial markets, U.S. and non-U.S. fiscal and monetary policies and economic conditions generally.
Financial markets and general economic, political and social conditions in the U.S. and in one or more countries abroad, including the level and volatility of interest rates, unexpected changes in market financing conditions, gross domestic product (GDP) growth, inflation, consumer spending, employment levels, wage stagnation, prolonged federal government shutdowns, energy prices, home prices, bankruptcies, fluctuations or other significant changes in both debt and equity capital markets and currencies, liquidity of the global financial markets, the growth of global trade and commerce, trade policies, the availability and cost of capital and credit, terrorism, disruption of communication, transportation or energy infrastructure, investor sentiment and confidence, and the sustainability of economic growth alland any potential slowdown in economic activity may affect markets in the U.S. and abroad and our businesses. Any market downturn in the U.S. or abroad would likely result in a decline in revenue and adversely affect our business.results of operations and financial condition, including capital and liquidity levels.
In the U.S. and abroad, uncertainties surrounding fiscal and monetary policies present economic challenges. Actions taken by the Federal Reserve, including potential further increases in its target funds rate and the plannedongoing reduction in its balance sheet, and other central banks are beyond our control and difficult to predict and can affect interest rates and the value of financial instruments and other assets, such as debt securities and mortgage servicing rights (MSRs), and impact our borrowers, potentially increasing delinquency rates.and default rates as interest rates rise.
Changes to existing U.S. laws and regulatory policies including those related to financial regulation, taxation, international trade, fiscal policy and healthcare may adversely impact us. For example, significant fiscal policy initiatives may increase uncertainty surrounding the formulation and direction of U.S. monetary policy, and volatility of interest rates. Higher U.S. interest rates relative to other major economies could increase the likelihood of a more volatile and appreciating U.S. dollar. Changes, or proposed changes to certain U.S. trade policies, or measuresparticularly with important trading partners, including China, could upset financial markets, and disrupt world trade and commerce.commerce and lead to trade retaliation through the use of tariffs, foreign exchange measures or the large-scale sale of U.S. Treasury Bonds.
Any of these developments could adversely affect our consumer and commercial businesses, our securities and derivatives portfolios, our level of charge-offs and provision for credit losses, the carrying value of our deferred tax assets, our capital levels and liquidity and the costs of running our business, and our results of operations.
For more information about economic conditions Additionally, events and challenges discussed above, see Executive Summary – 2017 Economicongoing uncertainty related to the planned exit of the U.K. from the EU could magnify any negative impact of these developments on our business and Business Environment in the MD&A on page 19.results of operations.
Increased market volatility and adverse changes in other financial or capital market conditions may increase our market risk.
Our liquidity, competitive position, business, results of operations and financial condition are affected by market risks such as changes in interest and currency exchange rates, fluctuations in equity and futures prices, lower trading volumes and prices of securitized products, the implied volatility of interest rates and credit spreads and other economic and business factors. These market risks may adversely affect, among other things, (i) the value of our on- and off-balance sheet securities, trading assets, other financial instruments and MSRs, (ii) the cost of debt capital and our access to credit markets, (iii) the value of assets under management (AUM), (iv) fee income relating to AUM, (v) customer allocation of capital among investment alternatives, (vi)

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the volume of client activity in our trading operations, (vii) investment banking fees, (viii) the general profitability and risk level of the transactions in which we engage and (ix) our competitiveness with respect to deposit pricing. For example, the value of certain of our assets is sensitive to changes in market interest rates. If the Federal

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Reserve or a non-U.S. central bank changes or signals a change in monetary policy, market interest rates could be affected, which could adversely impact the value of such assets. In addition, the ongoing low but rising interest rate environment and recent flattening of the yield curve could negatively impact our liquidity, financial condition or results of operations, including future revenue and earnings growth.
We use various models and strategies to assess and control our market risk exposures but those are subject to inherent limitations. For more information regarding models and strategies, see Item 1A. Risk Factors – Other on page 15.16. In times of market stress or other unforeseen circumstances, previously uncorrelated indicators may become correlated and vice versa. These types of market movements may limit the effectiveness of our hedging strategies and cause us to incur significant losses. These changes in correlation can be exacerbated where other market participants are using risk or trading models with assumptionassumptions or algorithms that are similar to ours. In these and other cases, it may be difficult to reduce our risk positions due to activity of other market participants or widespread market dislocations, including circumstances where asset values are declining significantly or no market exists for certain assets. To the extent that we own securities that do not have an established liquid trading market or are otherwise subject to restrictions on sale or hedging, we may not be able to reduce our positions and therefore reduce our risk associated with such positions. In addition, challenging market conditions may also adversely affect our investment banking fees.
For more information about market risk and our market risk management policies and procedures, see Market Risk Management in the MD&A on page 76.70.
We may incur losses if the value of certain assets declines, including due to changes in interest rates and prepayment speeds.
We have a large portfolio of financial instruments, including among others, certain loans and loan commitments, loans held-for-sale, securities financing agreements, asset-backed secured financings, long-term deposits, long-term debt, trading account assets and liabilities, derivative assets and liabilities, available-for-sale (AFS) debt and marketable equity securities, other debt securities, equity method investments, certain MSRs and certain other assets and liabilities that we measure at fair value.value and other accounting values, subject to impairment assessments. We determine the fairthese values of these instruments based on applicable accounting guidance, which for financial instruments measured at fair value, requires an entity to base fair value on exit price and to maximize the use of observable inputs and minimize the use of unobservable inputs in fair value measurements. The fair values of these financial instruments include adjustments for market liquidity, credit quality, funding impact on certain derivatives and other transaction-specific factors, where appropriate.
Gains or losses on these instruments can have a direct impact on our results of operations, including higher or lower mortgage banking income and earnings, unless we have effectively hedged our exposures. For example, decreases in interest rates and increases in mortgage prepayment speeds, which are influenced by interest rates and other factors such as reductions in mortgage insurance premiums and origination costs, could adversely impact the value of our MSR asset, causingand cause a significant acceleration of purchase premium amortization on our mortgage portfolio, because a decline in long-term interest rates shortens the expected lives of the securities, and adversely affects our net
interest margin. Conversely, increases in interest rates may result in a decrease in residential mortgage loan originations. In addition, increases in interest rates may adversely impact the fair value of debt securities and, accordingly, for debt securities classified as AFS, may adversely affect accumulated other comprehensive income and, thus, capital levels.
Fair values may be impacted by declining values of the underlying assets or the prices at which observable market transactions occur and the continued availability of these transactions. The financial strength of counterparties, with whom we have economically hedged some of our exposure to these assets, also will affect the fair value of these assets. Sudden declines and volatility in the prices of assets may curtail or eliminate trading activities in these assets, which may make it difficult to sell, hedge or value these assets. The inability to sell or effectively hedge assets reduces our ability to limit losses in such positions and the difficulty in valuing assets may increase our risk-weighted assets, which requires us to maintain additional capital and increases our funding costs. Asset values also directly impact revenues in our wealth management and related advisory businesses. We receive asset-based management fees based on the value of our clients’ portfolios or investments in funds managed by us and, in some cases, we also receive performance fees based on increases in the value of such investments. Declines in asset values can reduce the value of our clients’ portfolios or fund assets, which in turn can result in lower fees earned for managing such assets.
For more information on fair value measurements, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements. For more information on our asset management businesses, see GWIM in the MD&A on page 33. For more information on interest rate risk management, see Interest Rate Risk Management for the Banking Book in the MD&A on page 81.74.
Liquidity
If we are unable to access the capital markets, continue to maintain deposits, or our borrowing costs increase, our liquidity and competitive position will be negatively affected.
Liquidity is essential to our businesses. We fund our assets primarily with globally sourced deposits in our bank entities, as well as secured and unsecured liabilities transacted in the capital markets. We rely on certain secured funding sources, such as repo markets, which are typically short-term and credit-sensitive in nature. We also engage in asset securitization transactions, including with the government-sponsored enterprises (GSEs), to fund consumer lending activities. Our liquidity could be adversely affected by any inability to access the capital markets; illiquidity or volatility in the capital markets; the decrease in value of eligible collateral or increased collateral requirements due to credit concerns for short-term borrowing; changes to our relationships with our funding providers based on real or perceived changes in our risk profile; prolonged federal government shutdowns; changes in regulations, guidance or guidanceGSE status that impact our funding avenues or ability to access certain funding sources; the refusal or inability of the Federal Reserve to act as lender of last resort; simultaneous draws on lines of credit; the withdrawal of customer deposits, which could result from customer attrition for higher yields or the desire for more conservative alternatives; increased regulatory liquidity, capital and margin requirements for our U.S. or international banks and their nonbank subsidiaries; significant failure by a significant market participant or third party, such as a clearing agent or custodian; reputational issues; or negative perceptions about our short- or long-term business prospects, including downgrades of our credit ratings. Several of these factors may arise due to circumstances beyond our control, such as a general

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market volatility, disruption, shock or shock,stress, fluctuations in interest rates, negative views about the Corporation or financial services industry generally or a specific news event, changes in the regulatory environment, actions by credit rating agencies or an operational problem that affects third parties or us. The impact of these events, whether within our control or not, could include an inability to sell assets or redeem investments, or unforeseen outflows of cash, including customer deposits,the need to draw on liquidity facilities, debt repurchases to support the secondary market or meet client requests, the need for additional funding for commitments and contingencies, as well as unexpected collateral calls, among other things.things, the result of which could be a liquidity shortfall and/or impact on our liquidity coverage ratio.

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Our cost of obtaining funding is directly related to prevailing market interest rates and to our credit spreads. Credit spreads are the amount in excess of the interest rate of U.S. Treasury securities, or other benchmark securities, of a similar maturity that we need to pay to our funding providers. Increases in interest rates and our credit spreads can increase the cost of our funding.funding and result in mark-to-market or credit valuation adjustment exposures. Changes in our credit spreads are market-driven and may be influenced by market perceptions of our creditworthiness. Changes to interest rates and our credit spreads occur continuously and may be unpredictable and highly volatile. Additionally, concentrations within our funding profile, such as maturities, currencies or counterparties, can reduce our funding efficiency.
For more information about our liquidity position and other liquidity matters, including credit ratings and outlooks and the policies and procedures we use to manage our liquidity risks, see Liquidity Risk in the MD&A on page 49.47.
Adverse changes to our credit ratings from the major credit rating agencies could significantly limit our access to funding or the capital markets, increase our borrowing costs or trigger additional collateral or funding requirements.
Our borrowing costs and ability to raise funds are directly impacted by our credit ratings. In addition, credit ratings may be important to customers or counterparties when we compete in certain markets and when we seek to engage in certain transactions, including OTC derivatives. Credit ratings and outlooks are opinions expressed by rating agencies on our creditworthiness and that of our obligations or securities, including long-term debt, short-term borrowings, preferred stock and asset securitizations. Our credit ratings are subject to ongoing review by rating agencies, which consider a number of factors, including our own financial strength, performance, prospects and operations as well as factors not under our control such as the likelihood of the U.S. government providing meaningful support to us or our subsidiaries in a crisis.
Rating agencies could make adjustments to our credit ratings at any time, and there can be no assurance thatas to when and whether downgrades will not occur.
A reduction in certain of our credit ratings could result in a wider credit spread and negatively affect our liquidity, access to credit markets, the related cost of funds, our businesses and certain trading revenues, particularly in those businesses where counterparty creditworthiness is critical. If the short-term credit ratings of our parent company, bank or broker-dealer subsidiaries were downgraded by one or more levels, we may suffer the potential loss of access to short-term funding sources such as repo financing, and/or increased cost of funds. Under the terms of certain OTC derivative contracts and other trading agreements, if our or our subsidiaries’ credit ratings are downgraded, the counterparties may require additional collateral or terminate these contracts or agreements.
While certain potential impacts are contractual and quantifiable, the full consequences of a credit rating downgrade
to a financial institution are inherently uncertain, as they depend upon numerous dynamic, complex and inter-related factors and assumptions, including whether any downgrade of a firm’s long-term credit ratings precipitates downgrades to its short-term credit ratings, and assumptions about the potential behaviors of various customers, investors and counterparties.
For more information on the amount of additional collateral required and derivative liabilities that would be subject to unilateral termination at December 31, 20172018, if the rating agencies had downgraded their long-term senior debt ratings for the Corporation or certain subsidiaries by each of two incremental notches, see Credit-related Contingent Features and Collateral in Note 23 – Derivatives to the Consolidated Financial Statements.
For more information about our credit ratings and their potential effects to our liquidity, see Liquidity Risk – Credit Ratings in the MD&A on page 5250 and Note 23 – Derivatives to the Consolidated Financial Statements.
Bank of America Corporation is a holding company and we depend upon our subsidiaries for liquidity, including the ability to pay dividends to shareholders and to fund payments on other obligations. Applicable laws and regulations, including capital and liquidity requirements, and actions taken pursuant to our resolution plan could restrict our ability to transfer funds from subsidiaries to Bank of America Corporation or to other subsidiaries.subsidiaries, which could adversely affect our cash flow and financial condition.
Bank of America Corporation, as the parent company, is a separate and distinct legal entity from our banking and nonbank subsidiaries. We evaluate and manage liquidity on a legal entity basis. Legal entity liquidity is an important consideration as there are legal, regulatory, contractual and other limitations on our ability to utilize liquidity from one legal entity to satisfy the liquidity requirements of another, including the parent company.company, which could result in adverse liquidity events. The parent company depends on dividends, distributions, loans, advances and other payments from our banking and nonbank subsidiaries to fund dividend payments on our common stock and preferred stock and to fund all payments on our other obligations, including debt obligations. Many of our subsidiaries, including our bank and broker-dealer subsidiaries, are subject to laws that restrict dividend payments, or authorize regulatory bodies to block or reduce the flow of funds from those subsidiaries to the parent company or other subsidiaries. Our bank and broker-dealer subsidiaries are subject to restrictions on their ability to lend or transact with affiliates and to minimum regulatory capital and liquidity requirements, as well as restrictions on their ability to use funds deposited with them in bank or brokerage accounts to fund their businesses. Intercompany arrangements we entered into in connection with our resolution planning submissions could restrict the amount of funding available to the Corporationparent company from our subsidiaries under certain adverse conditions.
Additional restrictions on related party transactions, increased capital and liquidity requirements and additional limitations on the use of funds on deposit in bank or brokerage accounts, as well as lower earnings, can reduce the amount of funds available to meet the obligations of the parent company and even require the parent company to provide additional funding to such subsidiaries. Also, regulatory action that requires additional liquidity at each of our subsidiaries could impede access to funds we need to pay our obligations or pay dividends. In addition, our right to participate in a distribution of assets upon a subsidiary’s liquidation or reorganization is subject to prior claims of the subsidiary’s creditors. For more information regarding our ability to pay dividends, see Capital Management in the MD&A on page 4543 and Note 13 – Shareholders’ Equity to the Consolidated Financial Statements.

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In the event of oura resolution, whether in a bankruptcy proceeding or under the single pointorderly liquidation authority of entry resolution strategy,the FDIC, such resolution could materially adversely affect our liquidity and financial condition and the ability to pay dividends to shareholders and to pay obligations.
Bank of America Corporation, our parent holding company, is required to periodically to submit a plan to the FDIC and Federal Reserve describing its resolution strategy under the U.S. Bankruptcy Code in the event of material financial distress or failure. In the current plan, Bank of America Corporation’s preferred resolution strategy is a single“single point of entryentry” strategy. This strategy provides that only the parent holding company files for resolution under the U.S. Bankruptcy Code and contemplates providing certain key operating subsidiaries with sufficient capital and liquidity to operate through severe stress and to enable such subsidiaries to continue operating or be wound down in a solvent

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manner following a bankruptcy of the parent holding company. Bank of America Corporation has entered into intercompany arrangements resulting in the contribution of most of its capital and liquidity to key subsidiaries. Pursuant to these arrangements, if Bank of America Corporation’s liquidity resources deteriorate so severely that resolution becomes imminent, Bank of America Corporation will no longer be able to draw liquidity from its key subsidiaries, and will be required to contribute its remaining financial assets to a wholly-owned holding company subsidiary, which could materially and adversely affect our liquidity and financial condition and the ability to pay dividends to shareholders and meet our payment obligations.
In addition, if the FDIC and Federal Reserve jointly determine that Bank of America Corporation’s resolution plan is not credible, they could impose more stringent capital, leverage or liquidity requirements or restrictions on our growth, activities or operations. Further, we could be required to take certain actions that could impose operating costs and could potentially result in the divestiture or restructuring of certain businesses and subsidiaries.
Under the Financial Reform Act, when a G-SIB such as Bank of America Corporation is in default or danger of default, the FDIC may be appointed receiver in order to conduct an orderly liquidation of such institution. In the event of such appointment, the FDIC could, among other things, invoke the orderly liquidation authority, instead of the U.S. Bankruptcy Code, if the Secretary of the Treasury makes certain financial distress and systemic risk determinations. In 2013, the FDIC issued a notice describing its preferred “single point of entry” strategy for resolving a G-SIB. Under this approach, the FDIC could replace Bank of America Corporation with a bridge holding company, which could continue operations and result in an orderly resolution of the underlying bank, but whose equity would be held solely for the benefit of our creditors. The FDIC’s single“single point of entryentry” strategy may result in our security holders suffering greater losses than would have been the case under a bankruptcy proceeding or a different resolution strategy.
For more information about resolution planning, see Item 1. Business – Resolution Planning on page 3. For more information about the FDIC’s orderly liquidation, see Item 1. Business – Insolvency and the Orderly Liquidation Authority on page 4.
Credit
Economic or market disruptions, insufficient credit loss reserves or concentration of credit risk may result in an increase in the provision for credit losses, which could have an adverse effect on our financial condition and results of operations.
A number of our products expose us to credit risk, including loans, letters of credit, derivatives, debt securities, trading account assets and assets held-for-sale. The financial condition of our
consumer and commercial borrowers, counterparties and underlying collateral could adversely affect our financial condition and results of operations.
Global and U.S. economic conditions and macroeconomic events, including a decline in global GDP, consumer spending or real estate prices, as well as increasing leverage, rising unemployment and/or fluctuations in foreign exchange or interest rates, particularly if inflation is rising, may impact our credit portfolios. Economic or market stress or disruptions, including as a result of natural disasters, would likely increase the risk that borrowers or counterparties would default or become delinquent in their obligations to us.us, resulting in credit loss. Increases in delinquencies and default rates could adversely affect our consumer credit card, home equity, residential mortgage and purchased credit-impaired portfolios through increased charge-offs and provision for credit losses. Additionally, aA deteriorating economic environment could also adversely affect our consumer and commercial loan portfolios with weakened client and collateral positions. Additionally, simultaneous drawdowns on lines of credit or an increase in a borrower’s leverage in a weakening economic environment could result in deterioration in our credit portfolio, should borrowers be unable to fulfill competing financial obligations. Specifically, our consumer portfolio could be negatively impacted by drastic reductions in employment, or increases in underemployment, resulting in lower disposable income.
We estimate and establish an allowance for credit losses for losses inherent in our lending activities (including unfunded lending commitments), excluding those measured at fair value, through a charge to earnings. The process for determining the amount of the allowance requires us to make difficult and complex judgments, including loss forecasts on how borrowers will react to changing economic conditions. The ability of our borrowers or counterparties to repay their obligations will likely be impacted by
changes in future economic conditions, which in turn could impact the accuracy of our loss forecasts and allowance estimate.estimates. There is also the possibility that we will fail to accurately identify the appropriate economic indicators or that we will fail to accurately estimate their impacts.
We may suffer unexpected losses if the models and assumptions we use to establish reserves and make judgments in extending credit to our borrowers or counterparties prove inaccurate in predicting future events. In addition, external factors, such as natural disasters, can influence recognition of credit losses in our portfolios and impact our allowance for credit losses. Although we believe that our allowance for credit losses was in compliance with applicable accounting standards at December 31, 2017,2018, there is no guarantee that it will be sufficient to address credit losses, particularly if economic conditions deteriorate. In such an event, we may increase the size of our allowance which would reduce our earnings.
In the ordinary course of our business, we also may be subject to a concentration of credit risk in a particular industry, geographic location, counterparty, borrower or issuer. A deterioration in the financial condition or prospects of a particular industry or a failure or downgrade of, or default by, any particular entity or group of entities could negatively affect our businesses, and the processes by which we set limits and monitor the level of our credit exposure to individual entities, industries and countries may not function as we have anticipated. While our activities expose us to many different industries and counterparties, we routinely execute a high volume of transactions with counterparties in the financial services industry, including broker-dealers, commercial banks, investment banks, insurers, mutual funds and hedge funds, and other institutional clients. This has resulted in significant credit

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concentration with respect to this industry. Financial services institutions and other counterparties are inter-related because of trading, funding, clearing or other relationships. As a result, defaults by, or even market uncertainty about the financial stability of one or more financial services institutions, or the financial services industry generally, could lead to market-wide liquidity disruptions, losses and defaults. Many of these transactions expose us to credit risk and, in some cases, disputes and litigation in the event of default of a counterparty. In addition, our credit risk may be heightened by market risk when the collateral held by us cannot be liquidated or is liquidated at prices not sufficient to recover the full amount of the loan or derivatives exposure due to us. Further, disputes with obligors as to the valuation of collateral could increase in times of significant market stress, volatility or illiquidity, and we could suffer losses during such periods if we are unable to realize the fair value of the collateral or manage declines in the value of collateral.
In the ordinary course of business, we also enter into transactions with sovereign nations, U.S. states and U.S. municipalities. Unfavorable economic or political conditions, disruptions to capital markets, currency fluctuations, changes in oil prices, social instability and changes in government policies could impact the operating budgets or credit ratings of these government entities and expose us to credit risk.
We also have a concentration of credit risk with respect to our consumer real estate, loans, including home equity lines of credit (HELOCs), auto, loans, consumer credit card and commercial real estate portfolios, which represent a significant percentage of our overall credit portfolio. OurAdditionally, decreases in home equity portfolio includes HELOCs not yetprice valuations or commercial real estate valuations in their amortization period. HELOCs thatcertain markets where we have entered the amortization period are characterized by a higher percentage of early stage delinquencies and nonperforming status relative to the HELOC portfoliolarge concentrations, including as a whole. Loansresult of natural disasters, as well as more broadly within the U.S. or globally, could result in our HELOC portfolio generally have an initial draw period of 10 years and 10 percent of these

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loans will enter the amortization period during 2018. In addition, our home equity portfolio contains a significant percentage of loans in second-lienincreased defaults, delinquencies or more junior-lien positions which have elevated risk characteristics. As a result, delinquencies and defaults may increase in future periods.credit loss. For more information, see Consumer Portfolio Credit Risk Management in the MD&A on page 54.51. Furthermore, our commercial portfolios include exposures to certain industries, including the energy sector. For more information, see Commercial Portfolio Credit Risk Management in the MD&A on page 63.59. Economic weaknesses, adverse business conditions, market disruptions, rising interest or capitalization rates, the collapse of speculative bubbles, greater volatility in areas where we have concentrated credit risk or deterioration in real estate values or household incomes may cause us to experience a decrease in cash flow and higher credit losses in either our consumer or commercial portfolios or cause us to write-downwrite down the value of certain assets.
Liquidity disruptions in the financial markets may result in our inability to sell, syndicate or realize the value of our positions, leading to increased concentrations, which could increase the credit and market risk associated with our positions, as well as increase our risk-weighted assets.
For more information about our credit risk and credit risk management policies and procedures, see Credit Risk Management in the MD&A on page 54, 51, Note 1 – Summary of Significant Accounting Principles,Note 45 – Outstanding Loans and Leases and Note 56 – Allowance for Credit Losses to the Consolidated Financial Statements.
If the U.S. housing market weakens or home prices decline, our consumer loan portfolios, credit quality, credit losses, representations and warranties exposures and earnings may be adversely affected.
While U.S. home prices continued to generally improve during 2017,2018, declines in future periods may negatively impact the demand for many of our products. Additionally, our mortgage loan production volume is generally influenced by the rate of growth in residential mortgage debt outstanding and the size of the residential mortgage market.market, both of which may be adversely
affected by rising interest rates. Conditions in the U.S. housing market in prior years have also resulted in both significant write-downs of asset values in several asset classes, notably mortgage-backed securities, and exposure to monolines. If the U.S. housing market were to weaken, the value of real estate could decline, which could result in increased credit losses and delinquent servicing expenses and negatively affect our exposure to representations and warranties andexposures, which could have an adverse effect on our financial condition and results of operations.
Our derivatives businesses may expose us to unexpected risks and potential losses.
We are party to a large number of derivatives transactions, including credit derivatives. Our derivatives businesses may expose us to unexpected market, credit and operational risks that could cause us to suffer unexpected losses. Severe declines in asset values, unanticipated credit events or unforeseen circumstances that may cause previously uncorrelated factors to become correlated and vice versa, may create losses resulting from risks not appropriately taken into account or anticipated in the development, structuring or pricing of a derivative instrument. The terms of certainCertain of our OTC derivative contracts and other trading agreements provide that upon the occurrence of certain specified events, such as a change in ourthe credit ratingsrating of a particular Bank of America entity or that of certain of our subsidiaries,entities, we may be required to provide additional collateral or take other remedies,remedial actions, or our counterparties may have the right to terminate or otherwise diminish our rights under these contracts or agreements.
In addition, in the event of a downgrade of our credit ratings, certain derivative and other counterparties may request we substitute BANA (which has generally had equal or higher credit ratings than the parent company) as counterparty for certain contracts. Our ability to substitute or make changes to these agreements may be subject to certain limitations including, counterparty willingness, operational considerations, regulatory limitations on having BANA as a counterparty and collateral constraints. It is possible that such limitations on our ability to substitute or make changes to these agreements, including having BANA as the new counterparty, could adversely affect our results of operations.
Many derivative instruments are individually negotiated and non-standardized, which can make exiting, transferring or settling some positions difficult. Many derivatives require that we deliver
to the counterparty the underlying security, loan or other obligation in order to receive payment. In a number of cases, we do not hold, and may not be able to obtain, the underlying security, loan or other obligation.
We are also a member of various central counterparty clearinghouses (CCPs) due to regulatory requirements for mandatory clearing of derivative transactions, which potentially increases our credit risk exposures to CCPs. In the event that one or more members of a downgrade of our credit ratings, certain derivative and other counterparties may requestthe CCP defaults on its obligations, we substitute BANA (which has generally had equal or higher credit ratings than the parent company) as counterparty for certain derivative contracts and other trading agreements. Our ability to substitute or make changes to these agreements may be subjectrequired to certain limitations, including counterparty willingness, operational considerations, regulatory limitations on naming BANApay a portion of any losses incurred by the CCP as a result of that default. Also, as a clearing member, we are exposed to the new counterparty and the type or amountrisk of collateral required. It is possible that such limitations onnon-performance by our ability to substitute or make changes to these agreements, including naming BANA as the new counterparty, could adversely affect our results of operations.clients for which we clear transactions, which may not be covered by available collateral.
For more information on our derivatives exposure, see Note 23 – Derivatives to the Consolidated Financial Statements.
Geopolitical
We are subject to numerous political, economic, market, reputational, operational, legal, regulatory and other risks in the non-U.S. jurisdictions in which we operate.
We do business throughout the world, including in emerging markets. Our businesses and revenues derived from non-U.S. jurisdictions are subject to risk of loss from currency fluctuations,

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financial, social or judicial instability, changes in governmental policies or policies of central banks, expropriation, nationalization and/or confiscation of assets, price controls, capital controls, redenomination risk, exchange controls, protectionist trade policies, increasing trade tensions between the U.S. and important trading partners, particularly China, increasing the risk of escalating tariffs and other restrictive actions, unfavorable political and diplomatic developments, oil price fluctuation and changes in legislation. These risks are especially elevated in emerging markets. A number of non-U.S. jurisdictions in which we do business have been or may be negatively impacted by slowslowing growth rates or recessionary conditions, market volatility and/or political unrest. The political and economic environment in Europe, has improved butincluding the debt concerns of certain EU countries, remains challenging and the current degree of political and economic uncertainty, including potential recessionary conditions, could increase. In the U.K.,For example, the ongoing negotiationnegotiations of the terms of the U.K.’s planned exit of the U.K. from the EU continues to inject uncertainty.may create uncertainty and increase risk, which could adversely affect us.
Potential risks of default on or devaluation of sovereign debt in some non-U.S. jurisdictions could expose us to substantial losses. Risks in one nation can limit our opportunities for portfolio growth and negatively affect our operations in other nations, including our U.S. operations. Market and economic disruptions of all types may affect consumer confidence levels and spending, corporate investment and job creation, bankruptcy rates, levels of incurrence and default on consumer and corporate debt, economic growth rates and asset values, among other factors. Any such unfavorable conditions or developments could have an adverse impact on our company.
We also invest or trade in the securities of corporations and governments located in non-U.S. jurisdictions, including emerging markets. Revenues from the trading of non-U.S. securities may be subject to negative fluctuations as a result of the above factors. Furthermore, the impact of these fluctuations could be magnified because non-U.S. trading markets, particularly in emerging markets, are generally smaller, less liquid and more volatile than U.S. trading markets.
Our non-U.S. businesses are also subject to extensive regulation by governments, securities exchanges and regulators, central banks and other regulatory bodies. In many countries, the laws and regulations applicable to the financial services and securities industries are uncertain and evolving, and it may be difficult for

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us to determine the exact requirements of local laws in every market or manage our relationships with multiple regulators in various jurisdictions. Our potential inability to remain in compliance with local laws in a particular market and manage our relationships with regulators could have an adverse effect not only on our businesses in that market but also on our reputation in general.
In addition to non-U.S. legislation, our international operations are also subject to U.S. legal requirements. For example, our international operations are subject to U.S. and non-U.S. laws on foreign corrupt practices, the Office of Foreign Assets Control, know-your-customer requirements and regulations relating to bribery and corruption, anti-money laundering, regulations. Emerging technologies, such as cryptocurrencies,and economic sanctions, which can vary by jurisdiction. The increasing speed and novel ways in which funds circulate could limit our abilitymake it more challenging to track the movement of funds. Our ability to comply with these laws is dependentlegal requirements depends on our ability to continually improve detection and reporting capabilities and reduce variationanalytic capabilities.
In the U.S., debt ceiling and budget deficit concerns, which have increased the possibility of U.S. government defaults on its debt and/or downgrades to its credit ratings, and prolonged government shutdowns could negatively impact the global economy and banking system and adversely affect our financial condition, including our liquidity. Additionally, changes in control processesfiscal,
monetary or regulatory policy could increase our compliance costs and oversight accountability.
adversely affect our business operations, organizational structure and results of operations. We are also subject to geopolitical risks, including acts or threats of terrorism, and actions taken by the U.S. or other governments in response thereto, and/or military conflicts, which could adversely affect business and economic conditions abroad, as well as in the U.S.
For more information on our non-U.S. credit and trading portfolios, see Non-U.S. Portfolio in the MD&A on page 70.65.
The U.K. Referendum, and the potentialplanned exit of the U.K. from the EU, could adversely affect us.
We conduct business in Europe, the Middle East and Africa primarily through our subsidiaries in the U.K. subsidiaries.and Ireland. For the year ended December 31, 2017,2018, our operations in Europe, the Middle East and Africa, including the U.K., represented approximately ninesix percent of our total revenue, net of interest expense.
A referendum was held in the U.K. on June 23,in 2016, which resulted in a majority vote in favor of exiting the EU.EU on March 29, 2019. Negotiations between the EU and U.K. regarding this exit are ongoing and consist of three phases: a divorcewithdrawal agreement, a new trade deal and an arrangement for a transition period. There has been progress on the agreement of divorce bill, which is expected to be finalized in the next 12 months. A high degree ofSignificant political and economic uncertainty remains onpersists regarding the timing, details and viability of each phase. There may be heightened uncertainty if the details of a future trade agreement and transition phase. In this context, the ultimate impactterms of the U.K.’s exit remainsfrom the EU are not agreed upon at the time of its exit. The ultimate impact and terms of the U.K.’s planned exit remain unclear, and episodes ofshort- and long-term global economic and market volatility may occur.occur, including as a result of currency fluctuations and trade relations. If uncertainty resulting from the U.K.’s exit negatively impacts economic conditions, financial markets and consumer confidence, our business, results of operations, financial position and/or operational model could be adversely affected. In addition, if the terms of the U.K.’s exit limit the ability of our U.K. entities to conduct business in the EU or otherwise result in a significant increase in economic barriers between the U.K. and the EU, it is possible these changes could impose additional costs on us, cause us to be
We are also subject to different laws, regulations and/orand regulatory authorities cause adverseand may incur additional costs and/or experience negative tax consequences to us,as a result of establishing our principal EU banking and broker-dealer operations outside of the U.K., which could adversely impact our EU business, financial conditionresults of operations and operational model. Additionally, changes to the legal and regulatory framework under which our subsidiaries will continue to provide products and services in the U.K. following an exit by the U.K. from the EU may result in additional compliance costs and have an adverse impact on our results of operations. For more information on our EU operations outside of the U.K., see Executive Summary – Recent Developments – U.K. Exit from the EU in the MD&A on page 21.
Business Operations
A failure in or breach of our operational or security systems or infrastructure, or those of third parties, could disrupt our businesses, and adversely impact our results of operations, liquidity and financial condition, as well as cause legal or reputational harm.
The potential for operational risk exposure exists throughout our organization and, as a result of our interactions with, and reliance on, third parties, is not limited to our own internal operational functions. Our operational and security systems infrastructure, and including our computer systems, emerging technologies, data management and internal processes, as well as those of third parties, are integral to our performance. We rely on our employees
and third parties in our day-to-day and ongoing operations, who may, as a result of human error, misconduct, malfeasance or failure or breach of systems or infrastructure, expose us to risk. We have taken measures to implement training, procedures, backup systems and other safeguards to support our operations, but our ability to conduct business may be adversely

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affected by any significant disruptions to us or to third parties with whom we interact or upon whom we rely. For example, technology project implementation challenges may cause business interruptions. In addition, our ability to implement backup systems and other safeguards with respect to third-party systems is more limited than with respect to our own systems. Our financial, accounting, data processing, backup or other operating or security systems and infrastructure or those of third parties with whom we interact or upon whom we rely may fail to operate properly or become disabled or damaged as a result of a number of factors including events that are wholly or partially beyond our or such third party’s control, which could adversely affect our ability to process transactions or provide services. There could be sudden increases in customer transaction volume;volume due to electronic trading platforms and algorithmic trading applications; electrical, telecommunications or other major physical infrastructure outages; newly identified vulnerabilities in key hardware or software; natural disasters such as earthquakes, tornadoes, hurricanes and floods; disease pandemics; and events arising from local or larger scale political or social matters, including terrorist acts.acts, which could result in prolonged operational outages. In the event that backup systems are utilized, they may not process data as quickly as our primary systems and some data might not have been backed up. We continuously update the systems on which we rely to support our operations and growth and to remain compliant with all applicable laws, rules and regulations globally. This updating entails significant costs and creates risks associated with implementing new systems and integrating them with existing ones, including business interruptions. Operational risk exposures could adversely impact our results of operations, liquidity and financial condition, as well as cause reputational harm.
A cyber attack,cyber-attack, information or security breach, or a technology failure of ours or of a third party could adversely affect our ability to conduct our business, manage our exposure to risk or expand our businesses, result in the disclosure or misuse of confidential or proprietary information, increase our costs to maintain and update our operational and security systems and infrastructure, and adversely impact our results of operations, liquidity and financial condition, as well as cause legal or reputational harm.
Our businesses are highly dependent on the security, controls and efficacy of our infrastructure, computer and data management systems, as well as those of our customers, suppliers, counterparties and other third parties with whom we interact or on whom we rely. Our businesses rely on effective access management and the secure collection, processing, transmission, storage and retrieval of confidential, proprietary, personal and other information in our computer and data management systems and networks, and in the computer and data management systems and networks of third parties. In addition, to access our network, products and services, our employees, customers, suppliers, counterparties and other third parties mayincreasingly use personal mobile devices or computing devices that are outside of our network environmentand control environments and are subject to their own cybersecurity risks.
We, our employees and customers, regulators and other third parties have been subject to, and are likely to continue to be the target of, cyber attacks.cyber-attacks. These cyber attackscyber-attacks include computer viruses, malicious or destructive code (such as ransomware), phishing attacks, denial of service or information or other security breaches that could result in the unauthorized release, gathering, monitoring, misuse, loss or destruction of confidential, proprietary and other information of ours, our employees, our customers or of third parties, damages to systems, or otherwise material disruption to our or our customers’ or other third parties’ network
access or business

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operations. As cyber threats continue to evolve, we may be required to expend significant additional resources to continue to modify or enhance our protective measures or to investigate and remediate any information security vulnerabilities or incidents. DespiteCyber threats are rapidly evolving, and despite substantial efforts to protect the integrity of our systems and implement controls, processes, policies and other protective measures, we may not be able to anticipate all cyber-attacks or information or security breaches, nor may we be able to implement guaranteedeffective preventive or defensive measures againstto address such securityattacks or breaches. Cyber threats are rapidly evolving and we may not be able to anticipate or prevent all such attacks.
Cybersecurity risks for bankingfinancial services organizations have significantly increased in recent years in part because of the proliferation of new and emerging technologies, and the use of the Internet and telecommunications technologies to conduct financial transactions. For example, cybersecurity risks may increase in the future as we continue to increase our mobile-payment and other internet-based product offerings, and expand our internal usage of web-basedweb- or cloud-based products and applications.applications and continue to develop our use of process automation and artificial intelligence. In addition, cybersecurity risks have significantly increased in recent years in part due to the increased sophistication andincreasingly sophisticated activities of organized crime groups, hackers, terrorist organizations, hostile foreign governments, disgruntled employees or vendors, activists and other external parties, including those involved in corporate espionage. Even the most advanced internal control environment may be vulnerable to compromise. Internal access management failures could result in the compromise or unauthorized exposure of confidential data. Targeted social engineering attacks are becoming more sophisticated and are extremely difficult to prevent. The techniques used by bad actors change frequently may not be recognized until launched and may not be recognized until well after a breach has occurred.occurred, at which time the materiality of the breach may be difficult to assess. Additionally, the existence of cyber attackscyber-attacks or security breaches at third parties with access to our data, such as vendors, may not be disclosed to us in a timely manner.
Although to date we have not experienced any material losses or other material consequences relating to technology failure, cyber attackscyber-attacks or other information or security breaches, whether directed at us or third parties, there can be no assurance that we will not suffer such material losses or other consequences in the future. Our risk and exposure to these matters remain heightened because of, among other things, the evolving nature of these threats, our prominent size and scale, and our role in the financial services industry and the broader economy, our plans to continue to implement our internet banking and mobile banking channel strategies and develop additional remote connectivity solutions to serve our customers when and how they want to be served, our continuous transmission of sensitive information to, and storage of such information by, third parties, including our vendors and regulators, our geographic footprint and international presence, the outsourcing of some of our business operations, threats of cyber terrorism, external extremist parties, including foreign state actors, in some circumstances as a means to promote political ends, and system and customer account updates and conversions. As a result, cybersecurity and the continued development and enhancement of our controls, processes and practices designed to protect our systems, computers, software, data and networks from attack, damage or unauthorized access remain a critical priority.
We also face indirect technology, cybersecurity and operational risks relating to the customers, clients and other third parties with whom we do business or upon whom we rely to facilitate or enable our business activities, including financial counterparties;

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financial intermediaries such as clearing agents, exchanges and clearing houses; vendors; regulators; providers of critical infrastructure such as internet access and electrical power; and retailers for whom we process transactions. As a result of increasing consolidation, interdependence and complexity of financial entities and technology systems, a technology failure,
cyber attack cyber-attack or other information or security breach that significantly degrades, deletes or compromises the systems or data of one or more financial entities or third-party or downstream service providers could have a material impact on counterparties or other market participants, including us. This consolidation, interconnectivity and complexity increases the risk of operational failure, on both individual and industry-wide bases, as disparate systems need to be integrated, often on an accelerated basis. Any third-party technology failure, cyber attackcyber-attack or other information or security breach, termination or constraint of any third party, including downstream service providers, could, among other things, adversely affect our ability to conduct day-to-day business activities, effect transactions, service our clients, manage our exposure to risk, or expand our businesses.businesses or result in the misappropriation or destruction of the personal, proprietary or confidential information of our employees, customers, suppliers, counterparties and other third parties.
Cyber attacksCyber-attacks or other information or security breaches, whether directed at us or third parties, may result in a material losssignificant lost revenue, give rise to losses or have materialother negative consequences. Furthermore, the public perception that a cyber attackcyber-attack on our systems has been successful, whether or not this perception is correct, may damage our reputation with customers and third parties with whom we do business. AAlthough we maintain cyber insurance, there can be no assurance that liabilities or losses we may incur will be covered under such policies or that the amount of insurance will be adequate. Also, successful penetration or circumvention of system security could cause usresult in negative consequences, including loss of customers and business opportunities, disruptionthe withdrawal of customer deposits, prolonged computer and network outages resulting in disruptions to our critical business operations and business,customer services, misappropriation or destruction of our confidential information and/or thatthe confidential, proprietary or personal information of certain parties, such as our employees, customers, suppliers, counterparties and other third parties, or damage to our customers’ and/or third parties’their computers or systems, andsystems. This could result in a violation of applicable privacy laws and other laws in the U.S. and abroad, litigation exposure, regulatory fines, penalties or intervention, loss of confidence in our security measures, reputational damage, reimbursement or other compensatory costs, additional compliance costs and our internal controls or disclosure controls being rendered ineffective. The occurrence of any of these events could adversely impact our results of operations, liquidity and financial condition.
Our mortgage loan repurchase obligations or claims from third parties could result in additional losses.
We and our legacy companies have sold significant amounts of residential mortgage loans. In connection with these sales, we or certain of our subsidiaries or legacy companies made various representations and warranties, breaches of which may result in a requirement that we repurchase the mortgage loans, or otherwise make whole or provide other remedies to counterparties. At December 31, 2017,2018, we had $17.6$14.4 billion of unresolved repurchase claims, net of duplicate claims and excluding claims where the statute of limitations has expired without litigation being commenced. We have also received notifications pertaining to loans for which we have not received a repurchase request from sponsors of third-party securitizations with whom we engaged in whole-loan transactions and for which we may owe indemnity obligations.
We have recorded aAt December 31, 2018, our liability of $1.9 billion for obligations under representations and warranties exposures.exposures was $2.0 billion. We also have an estimated range of possible loss of up(RPL) for
representations and warranties exposures that is combined with the litigation RPL, which we disclose in Note 12 – Commitments and Contingencies to $1 billion over our recorded liability.the Consolidated Financial Statements. The recorded liability and estimated range of possible lossRPL are based on currently available information, significant judgment and a number of assumptions that are subject to change. There can be no assurance that the Corporation will reach future settlements or, if it does, that the terms of past settlements can be relied upon to predict the terms of future settlements. Future representations and warranties losses may occur in excess of our recorded liability and estimated range of possible lossRPL, and such losses could have ana material adverse effect on our liquidity, financial condition and results of operations.
Additionally, our recorded liability for representations and warranties exposures and the corresponding estimated range of possible lossRPL do not consider certain losses related to servicing, including foreclosure and related costs, fraud, indemnity or claims (including for residential mortgage-backed securities )securities) related to securities law. Losses with respect to one or more of these matters could be material to our results of operations or liquidity.
For more information about our representations and warranties exposure, including the estimated range of possible loss, see Off-

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BalanceOff-Balance Sheet Arrangements and Contractual Obligations – Representations and Warranties in the MD&A on page 40, Consumer Portfolio Credit Risk ManagementComplex Accounting Estimates – Representations and Warranties Liability in the MD&A on page 5479 and Note 712RepresentationsCommitments and Warranties Obligations and Corporate GuaranteesContingencies to the Consolidated Financial Statements.
Failure to satisfy our obligations as servicer for residential mortgage securitizations, along with other losses we could incur in our capacity as servicer, and foreclosure delays and/or investigations into our residential mortgage foreclosure practices could cause losses.
We and our legacy companies have securitized a significant portion of the residential mortgage loans that we originated or acquired. We service a portion of the loans we have securitized and also service loans on behalf of third-party securitization vehicles and other investors. If we commit a material breach of our obligations as servicer or master servicer, we may be subject to termination if the breach is not cured within a specified period of time following notice, which could cause us to lose servicing income. In addition, for loans principally held in private-label securitization trusts, we may have liability for any failure by us, as a servicer or master servicer, for any act or omission on our part that involves willful misfeasance, bad faith, gross negligence or reckless disregard of our duties. If any such breach werewas found to have occurred, it may harm our reputation, increase our servicing costs or adversely impact our results of operations. Additionally, with respect to foreclosures, we may incur costs or losses due to irregularities in the underlying documentation, or if the validity of a foreclosure action is challenged by a borrower or overturned by a court because of errors or deficiencies in the foreclosure process. We may also incur costs or losses relating to delays or alleged deficiencies in processing documents necessary to comply with state law governing foreclosure.
Changes in the structure of the GSEs and the relationship among the GSEs, the government and the private markets, or the conversion of the current conservatorship of Fannie Mae or Freddie Mac into receivership, could result in significant changes to our business operations and may adversely impact our business.
During 2017,2018, we sold approximately $7.9$3.0 billion of loans to Fannie Mae and Freddie Mac. Each is currently in a conservatorship with its primary regulator, the Federal Housing Finance Agency (FHFA), acting as conservator. We cannot predict whether the conservatorships will end, any associated changes to their business structure that could result or whether the conservatorships will end in receivership, privatization or other

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change in business structure. There are several proposed approaches to reform that, if enacted, could change the structure and the relationship among the GSEs, the government and the private markets, including the trading markets for agency conforming mortgage loans and markets for mortgage-related securities in which weparticipate. WeAlthough the FHFA has taken steps to unify underwriting parameters and business practices between GSEs, we cannot predict the prospects for the enactment, timing or content of legislative or rulemaking proposals regarding the future status of any GSEs.GSEs and/or their impact on the guarantees, demand or price of mortgage-related securities. Accordingly, uncertainty regarding their future continues to exist, including whether theythe GSEs will continue to exist in their current forms or continue to guarantee mortgages and provide funding for mortgage loans.
Any of these developments could adversely affect the value of our securities portfolios, capital levels and liquidity and results of operations.
Our risk management framework may not be effective in mitigating risk and reducing the potential for losses.
Our risk management framework is designed to minimize risk and loss to us. We seek to effectively identify, measure, monitor, report and control our exposure to the types of risk to which we are subject, including strategic, credit, market, liquidity, compliance, operational and reputational risks. While we employ a broad and diversified set of controls and risk monitoring and mitigation techniques, including hedging strategies and techniques that seek to balance our ability to profit from trading positions with our exposure to
potential losses, those techniques are inherently limited because they cannot anticipate the existence or development of currently unanticipated or unknown risks and rely upon our ability to control and mitigate risks that result in losses is inherently limited by our ability to identify all risks, including emerging and unknown risks, anticipate the timing of risks, apply effective hedging strategies, manage and aggregate data. For instance, we use variousdata correctly and efficiently, and develop risk management models to assess and control risk, which are subject to inherent limitations.risk.
Our ability to manage risk management framework depends onis limited by our ability to develop and maintain a soundculture of managing risk culture existingwell throughout the Corporation and that we manage risks associated with third parties and vendors.vendors, to enable effective risk management and ensure that risks are appropriately considered, evaluated and responded to in a timely manner. Uncertain economic conditions, heightened legislative and regulatory scrutiny of the financial services industry and the overall complexity of our operations, among other developments, have resultedmay result in a heightened level of risk for us. Accordingly, we could suffer losses as a result of our failure to properly anticipate, and manage, control or mitigate risks.
For more information about our risk management policies and procedures, see Managing Risk in the MD&A on page 41.40.
We may not be successful in reorganizing the current business of Merrill Lynch, Pierce, Fenner & Smith Incorporated (MLPF&S) into two affiliated broker-dealers.
As a result of resolution planning, the current business of MLPF&S is expected to be reorganized, subject to regulatory approval, into two affiliated broker-dealers during 2019, MLPF&S and BofA Securities, Inc. In the event that the broker-dealer reorganization is not fully realized or takes longer to realize than expected, we could experience unexpected expenses, reputational damage, compliance and regulatory issues, and lost revenue. For more information about the broker-dealer reorganization, see Capital Management – Broker-dealer Regulatory Capital and Securities Regulation in the MD&A on page 47.
Regulatory, Compliance and Legal
We are subject to comprehensive government legislation and regulations, both domestically and internationally, which impact our operating costs, and could require us to make changes to our operations and result in an adverse impact on our results of operations. Additionally, these regulations and uncertainty surrounding the scope and requirements of the final rules implementing recently enacted and proposed legislation, as well as certain settlements and consent orders we have entered into, have increased and could continue to increase our compliance and operational risks and costs.
We are subject to comprehensive regulation under federal and state laws in the U.S. and the laws of the various jurisdictions in which we operate. These laws and regulations significantly affect and have the potential to restrict the scope of our existing businesses, limit our ability to pursue certain business opportunities, including the products and services we offer, reduce certain fees and rates or make our products and services more expensive for clients and customers.
In response to the financial crisis as well as other factors such as technological and market changes, the U.S. adopted the Financial Reform Act, which has resulted in significant rulemaking and proposed rulemaking by the U.S. Department of the Treasury, the Federal Reserve, the OCC, the CFPB, Financial Stability Oversight Council, the FDIC, the Department of Labor, the SEC and CFTC. UnderFor example, under the provisions of the Financial Reform Act known as the “Volcker Rule,” we are prohibited from proprietary trading and limited in our sponsorship of, and investment in, hedge funds, private equity funds and certain other covered private funds. Non-U.S. regulators, such as the U.K. financial regulators and the European Parliament and Commission, have adopted or proposed laws and regulations regarding financial institutions located in their jurisdictions, which have required and could require us to make significant modifications to our non-U.S. businesses, operations and legal entity structure in order to comply with these requirements.
We continue to make adjustments to our business and operations, legal entity structure and capital and liquidity management policies, procedures and controls to comply with these laws and regulations, as well as final rulemaking, guidance and interpretation by regulatory authorities. Further, we could become subject to future regulatory requirements beyond those currently proposed, adopted or contemplated. Accordingly, theThe cumulative effect of all of the legislation and regulations on our business, operations and profitability remains uncertain. This uncertainty necessitates that in our business planning we make certain assumptions with respect to the scope and requirements of the proposed rules. If these assumptions prove incorrect, we could be subject to increased regulatory and compliance risks and costs

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as well as potential reputational harm. In addition, U.S. and international regulatory initiatives may overlap, and non-U.S. regulations and initiatives may be inconsistent or may conflict with current or proposed U.S. regulations, which could lead to compliance risks and increased costs.
Our regulators’ prudential and supervisory authority gives them broad power and discretion to direct our actions, and they have assumed an active oversight, inspection and investigatory role across the financial services industry. RegulatoryHowever, regulatory focus is not limited to laws and regulations applicable to the financial services industry specifically, but also extends to other significant laws and regulations that apply across industries and jurisdictions,

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including related to anti-money laundering, anti-corruption and economic sanctions. Additionally, we are subject to laws in the U.S. and abroad, including GDPR, regarding personal and confidential information of certain parties, such as the Foreign Corrupt Practices Actour employees, customers, suppliers, counterparties and U.S. and international anti-money laundering regulations. other third parties.
As part of their enforcement authority, our regulators have the authority to, among other things, assess significant civil or criminal monetary penalties, fines or restitution, issue cease and desist or removal orders and initiate injunctive actions. The amounts paid by us and other financial institutions to settle proceedings or investigations have been substantial and may continue to increase. In some cases, governmental authorities have required criminal pleas or other extraordinary terms as part of such settlements, which could have significant consequences for a financial institution, including reputational harm, loss of customers, restrictions on the ability to access capital markets, and the inability to operate certain businesses or offer certain products for a period of time.
The Corporation and its employees and representatives are subject to regulatory scrutiny across jurisdictions. Additionally, the complexity of the federal and state regulatory and enforcement regimes in the U.S., coupled with the global scope of our operations and the aggressiveness of the regulatory environment worldwide also means that a single event or practice or a series of related events or practices may give rise to a large number of overlapping investigations and regulatory proceedings, either by multiple federal and state agencies in the U.S. or by multiple regulators and other governmental entities in different jurisdictions. Responding to inquiries, investigations, lawsuits and proceedings, regardless of the ultimate outcome of the matter, is time-consuming and expensive and can divert the attention of our senior management from our business. The outcome of such proceedings may be difficult to predict or estimate until late in the proceedings, which may last a number of years.
We are currently subject to the terms of settlements and consent orders that we have entered into with government agencies and regulatory authorities and may become subject to additional settlements or orders in the future. Such settlements and consent orders impose significant operational and compliance costs on us as they typically require us to enhance our procedures and controls, expand our risk and control functions within our lines of business, invest in technology and hire significant numbers of additional risk, control and compliance personnel. Moreover, if we fail to meet the requirements of the regulatory settlements and orders to which we are subject, or more generally, to maintain risk and control procedures and processes that meet the heightened standards established by our regulators and other government agencies, we could be required to enter into further settlements and orders, pay additional fines, penalties or judgments, or accept material regulatory restrictions on our businesses.
While we believe that we have adopted appropriate risk management and compliance programs to identify, assess, monitor and report on applicable laws, policies and procedures, compliance risks will continue to exist, particularly as we adapt to new rules and regulations. Additionally, there is no guarantee that our risk management and compliance programs will be consistently executed to successfully manage compliance risk. We also rely upon third parties who may expose us to compliance and legal risk. Future legislative or regulatory actions, and any required changes to our business or operations, or those of third parties upon whom we rely, resulting from such developments and actions, could result in a significant loss of revenue, impose additional compliance and other costs or otherwise reduce our profitability, limit the products and services
that we offer or our ability to pursue certain business opportunities, require us to dispose of or curtail certain businesses, affect the value of assets
that we hold, require us to increase our prices and therefore reduce demand for our products, or otherwise adversely affect our businesses. In addition, legal and regulatory proceedings and other contingencies will arise from time to time that may result in fines, regulatory sanctions, penalties, equitable relief and changes to our business practices. As a result, we are and will continue to be subject to heightened compliance and operating costs that could adversely affect our results of operations.
We are subject to significant financial and reputational risks from potential liability arising from lawsuits and regulatory and government action.
We face significant legal risks in our business, and the volume of claims and amount of damages, penalties and fines claimed in litigation and other disputes, and regulatory and government proceedings against us and other financial institutions remaincontinue to be high. Greater than expected litigation and investigation costs, substantial legal liability or significant regulatory or government action against us could have adverse effects on our financial condition, including liquidity, and results of operations or cause significant reputational harm to us, which in turn could adversely impact our liquidity, financial condition and results of operations.us. We continue to experience a significant volume of litigation and other disputes, including claims for contractual indemnification with counterparties regarding relative rights and responsibilities. Consumers, clients and other counterparties continue to be litigious. Among other things, financial institutions, including us, continue to be the subject of claims alleging anti-competitive conduct with respect to various products and markets, including U.S. antitrust class actions claiming joint and several liability for treble damages. In addition, regulatory authorities have had a supervisory focus on enforcement, including in connection with alleged violations of law and customer harm. For example, U.S. regulators and government agencies have pursued claims against financial institutions under FIRREA, the Financial Institutions Reform, Recovery, and Enforcement Act, False Claims Act and under the antitrust laws. Such claims may carry significant and, in certain cases, treble damages. The ongoing environment of extensive regulation, regulatory compliance burdens, litigation and regulatory and government enforcement, combined with uncertainty related to the continually evolving regulatory environment, have resulted inmay affect operational and compliance costs and risks, which may limit our ability to continue providing certain products and services.
Additionally, misconduct by employees, including improper or illegal conduct, can cause significant reputational harm as well as litigation and regulatory action.
For more information on litigation risks, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
U.S. federal banking agencies may require us to increase our regulatory capital, total loss absorbing capacity,TLAC, long-term debt or liquidity requirements, which could result in the need to issue additional qualifying securities or to take other actions, such as to sell company assets.
We are subject to U.S. regulatory capital and liquidity rules. These rules, among other things, establish minimum requirements to qualify as a “well-capitalized” institution. If any of our subsidiary insured depository institutions fails to maintain its status as “well capitalized” under the applicable regulatory capital rules, the Federal Reserve will require us to agree to bring the insured depository institution back to “well-capitalized” status. For the duration of such an agreement, the Federal Reserve may impose restrictions on our activities. If we were to fail to enter into or comply with such an agreement, or fail to comply with the terms of such agreement, the Federal Reserve may impose more severe restrictions on our activities, including requiring us to cease and desist activities permitted under the Bank Holding Company Act of 1956.


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In the current regulatory environment, capital and liquidity requirements are frequently introduced and amended. It is possible that regulators may increase regulatory capital requirements including TLAC and long-term debt requirements, change how regulatory capital is calculated or increase liquidity requirements. Our risk-based capital surcharge (G-SIB surcharge) may increase from current estimates, and we are also subject to a countercyclical capital buffer which, while currently set at zero, may be increased by regulators. In 2018, the Federal Reserve issued a proposal to implement a stress capital buffer into its capital requirements, which may increase our regulatory capital requirements, if adopted. A significant component of regulatory capital ratios is calculating our risk-weighted assets including operational risk, and our leverage exposure which may increase. Additionally, in April 2016, the U.S. banking regulators proposed Net Stable Funding Ratio requirements which target longer term liquidity risk and would apply to us and our subsidiary insured depository institutions. The Basel Committee on Banking Supervision has also revised several key methodologies for measuring risk-weighted assets, including a standardized approach for credit risk, standardized approach for operational risk and constraints on the use of internal models, as well as a capital floor based on the revised standardized approaches. U.S. banking regulators may update the U.S. Basel 3 rules to incorporate the Basel Committee revisions. In 2018, U.S. banking regulators published a proposal outlining a standardized approach for counterparty credit risk, which updates the calculation of the exposure amount for derivative contracts under the regulatory capital rule. Additionally, Net Stable Funding Ratio requirements have been proposed, which would apply to us and our subsidiary depository institutions, and target longer term liquidity risk. While the impact of these proposals remains uncertain, they could have a negative impact on our capital and liquidity positions.
As part of its annual CCAR review, the Federal Reserve conducts stress testing on parts of our business using hypothetical economic scenarios prepared by the Federal Reserve. Those scenarios may affect our CCAR stress test results, which may have an effect on our projected regulatory capital amounts in the annual CCAR submission, including the CCAR capital plan affecting our dividends and stock repurchases.
We are also subject to the Federal Reserve’s rule effective January 1, 2019 requiring U.S. G-SIBs to maintain minimum amounts of external total loss-absorbing capacity (TLAC) to improve the resolvability and resiliency of large, interconnected BHCs, with minimum requirements for TLAC and long-term debt based on our risk-weighted assets, supplementary leverage exposure and G-SIB surcharge. Increases to these measures may impact our minimum external TLAC and long-term debt requirements.
Changes to and compliance with the regulatory capital and liquidity requirements may impact our operations by requiring us to liquidate assets, increase borrowings, issue additional equity or other securities, cease or alter certain operations, sell company assets, or hold highly liquid assets, which may adversely affect our results of operations. We may be prohibited from taking capital actions such as paying or increasing dividends, or repurchasing securities if the Federal Reserve objects to our CCAR capital plan.
For more information, see Capital Management – Regulatory Capital in the MD&A on page 45.44 and Note 16 – Regulatory Requirements and Restrictions to the Consolidated Financial Statements.
Changes in accounting standards or assumptions in applying accounting policies could adversely affect us.
Our accounting policies and methods are fundamental to how we record and report our financial condition and results of operations. Some of these policies require use of estimates and assumptions that may affect the reported value of our assets or liabilities and results of operations and are critical because they require management to make difficult, subjective and complex judgments about matters that are inherently uncertain. If those assumptions, estimates or judgments were incorrectly made, we could be required to correct and restate prior-period financial statements. Accounting standard-setters and those who interpret the accounting standards, the SEC, banking regulators and our independent registered public accounting firm may also amend or even reverse their previous interpretations or positions on how various standards should be applied. These changes may be difficult to predict and could impact how we prepare and report
our financial statements. In some cases, we could be required to
apply a new or revised standard retrospectively, resulting in us revising prior-period financial statements.
In June 2016, the Financial Accounting Standards Board issued a new accounting standard with respect to accounting for credit losses that will requirebecome effective for the earlier recognition of credit losses on loans and other financial instruments based on an expected loss model, replacing the incurred loss model that is currently in use. The new guidance is effectiveCorporation on January 1, 2020, with early adoption permitted on January 1, 2019. This new accounting2020. The standard is expected, onreplaces the dateexisting measurement of adoption, to increase the allowance for credit losses, which is based on management’s best estimate of probable credit losses inherent in the Corporation’s lending activities, with management’s best estimate of lifetime expected credit losses inherent in the Corporation’s financial assets that are recognized at amortized cost. The standard will also expand credit quality disclosures. The impact of this new accounting standard may be an increase in the Corporation’s allowance for credit losses at the date of adoption which would result in a resulting negative adjustment to retained earnings. The ultimate impact will depend on the characteristics of the Corporation’s portfolio at adoption date as well as the macroeconomic conditions and forecasts as of that date. For more information on some of our critical accounting policies and recent accounting changes, see Complex Accounting Estimates in the MD&A on page 8477 and Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
We may be adversely affected by changes in U.S. and non-U.S. tax laws and regulations.
On December 22, 2017, the President signed into law the Tax Cuts and Jobs Act (the Tax Act) which made significant changes to federal income tax law including, among other things, reducing the statutory corporate income tax rate to 21 percent from 35 percent and changing the taxation of our non-U.S. business activities. We have accounted for the effects of the Tax Act using reasonable estimates based on currently available information and our interpretations thereof. This accounting may change due to, among other things, changes in interpretations we have made and the issuance of new tax or accounting guidance.
In addition, we have U.K. net deferred tax assets which consist primarily of net operating losses that are expected to be realized by certain subsidiaries over an extended number of years. Adverse developments with respect to tax laws or to other material factors, such as prolonged worsening of Europe’s capital markets or changes in the ability of our U.K. subsidiaries to conduct business in the EU, could lead our management to reassess and/or change its current conclusion that no valuation allowance is necessary with respect to our U.K. net deferred tax assets.
It is possible that governmental authorities in the U.S. and/or other countries could further amend tax laws that would adversely affect us.us, including the possibility that certain favorable aspects of the Tax Act could be amended in the future.
Reputation
Damage to our reputation could harm our businesses, including our competitive position and business prospects.
Our ability to attract and retain customers, clients, investors and employees is impacted by our reputation. Harm to our reputation can arise from various sources, including officer, director or employee misconduct, security breaches, unethical behavior, litigation or regulatory outcomes, compensation practices, the suitability or reasonableness of recommending particular trading or investment strategies, including the reliability of our research and models, prohibiting clients from engaging in certain transactions and sales practices,practices. Additionally, our reputation may be harmed by failing to deliver products, subpar standards of service and quality expected by our customers, clients and the community, compliance failures, inadequacy of responsiveness to internal controls, unintended disclosure of personal, proprietary or confidential information, perception of our environmental, social and governance practices and disclosures, and the activities of our clients, customers and counterparties, including vendors. Actions by the financial services industry

15Bank of America 2018






generally or by certain members or individuals in the industry also can adversely affect our reputation. In addition, adverse publicity or negative information posted on social media, websites, whether or not factually correct, may adversely impact our business prospects or financial results.
We are subject to complex and evolving laws and regulations regarding privacy, know-your-customer requirements, data protection, including the EU General Data Protection Regulation

Bank of America 201714


(GDPR),GDPR, cross-border data movement and other matters. Principles concerning the appropriate scope of consumer and commercial privacy vary considerably in different jurisdictions, and regulatory and public expectations regarding the definition and scope of consumer and commercial privacy may remain fluid. It is possible that these laws may be interpreted and applied by various jurisdictions in a manner inconsistent with our current or future practices, or that is inconsistent with one another. If personal, confidential or proprietary information of customers or clients in our possession is mishandled or misused, or if we do not timely or adequately address mishandled or misused information, we may face regulatory, reputational and operational risks which could have an adverse effect on our financial condition and results of operations.
We could suffer reputational harm if we fail to properly identify and manage potential conflicts of interest. Management of potential conflicts of interests has become increasingly complex as we expand our business activities through more numerous transactions, obligations and interests with and among our clients.
The failure to adequately address, or the perceived failure to adequately address, conflicts of interest could affect the willingness of clients to deal with us,use our products and services, or give rise to litigation or enforcement actions, which could adversely affect our businesses.
Our actual or perceived failure to address these and other issues, such as operational risks, gives rise to reputational risk that could harm us and our business prospects. Failure to appropriately address any of these issues could also give rise to additional regulatory restrictions, legal risks and reputational harm, which could, among other consequences, increase the size and number of litigation claims and damages asserted or subject us to enforcement actions, fines and penalties and cause us to incur related costs and expenses. For more information on reputational risk, see Reputational Risk Management in the MD&A on page 77.
Other
We face significant and increasing competition in the financial services industry.
We operate in a highly competitive environment and will continue to experience intense competition from local and global financial institutions as well as new entrants, in both domestic and foreign markets.markets, in which we compete on the basis of a number of factors, including customer service, quality and range of products and services offered, technology, price, reputation, interest rates on loans and deposits, lending limits and customer convenience. Additionally, the changing regulatory environment may create competitive disadvantages for certain financial institutionsus given geography-driven capital and liquidity requirements. For example, U.S. regulators have in certain instances adopted stricter capital and liquidity requirements than those applicable to non-U.S. institutions. To the extent we expand into new business areas and new geographic regions, we may face competitors with more experience and more established relationships with clients, regulators and industry participants in the relevant market, which could adversely affect our ability to compete. In addition, technological advances and the growth of e-commerce have lowered geographic barriers of other financial institutions, made
it easier for non-depository institutions to offer products and services that traditionally were banking products and forallowed non-traditional financial institutionsservice providers to compete with technologytraditional financial service companies in providing electronic and internet-based financial solutions including electronic securities trading, marketplace lending and payment processing. Further, clients may choose to conduct business with other market participants who engage in business or offer products in areas we deem speculative or risky, such as cryptocurrencies. Increased competition may negatively affect our earnings by creating pressure to lower prices or credit standards on our products and services requiring additional investment to improve the quality and delivery of our technology and/or reducing our market share, or affecting the willingness of our clients to do business with us.
Our inability to adapt our products and services to evolving industry standards and consumer preferences could harm our business.
Our business model is based on a diversified mix of businesses that provide a broad range of financial products and services, delivered through multiple distribution channels. Our success depends on our ability to adapt and develop our products, services and servicestechnology to evolving industry standards.standards and consumer preferences. There is increasing pressure by competitors to provide products and services at lower prices and thison more attractive terms, including higher interest rates on deposits, which may impact our ability to grow revenue and/or effectively compete, in part, due tocompete. Additionally legislative and regulatory developments thatmay affect the competitive landscape. Additionally,Further, the competitive landscape may be impacted by the growth of non-depository institutions that offer products that were traditionallytraditional banking products as well as new innovativeat higher rates or with no fees, or otherwise offer alternative products. This can reduce our net interest margin and revenues from our fee-based products and services. In addition, the widespread adoption of new technologies, including internet services, cryptocurrencies and payment systems, could require substantial expenditures to modify or adapt our existing products and services as we grow and develop our internet bankingonline and mobile banking channel strategies in addition to remote connectivity solutions. We mightmay not be as timely or successful in developing or introducing new products and services, integrating new products or services into our existing offerings, responding or adapting to changes in consumer behavior, preferences, spending, investing and/or saving habits, achieving market acceptance of our products and services, reducing costs in response to pressures to deliver products and services at lower prices or sufficiently developing and maintaining loyal customers. The inability to adapt our products and services to evolving industry standards and consumer preferences could harm our business and adversely affect our results of operations and reputation.
Our ability to attract and retain qualified employees is critical to the success of our business and failure to do so could hurt our business prospects and competitive position.
Our performance is heavily dependent on the talents and efforts of highly skilled individuals. Competition for qualified personnel within the financial services industry and from businesses outside the financial services industry is intense. Our competitors include non-U.S. based institutions and institutions subject to different compensation and hiring regulations than those imposed on U.S. institutions and financial institutions.
In order to attract and retain qualified personnel, we must provide market-level compensation. As a large financial and banking institution, we may be subject to limitations on compensation practices (which may or may not affect our competitors) by the Federal Reserve, the OCC, the FDIC orand other regulators around the world. Recent EU and U.K. rules limit and subject to clawback certain forms of variable compensation for senior

Bank of America 2018 16


employees. Current and potential future limitations on executive compensation imposed by legislation or regulation could adversely affect our ability to attract and maintain qualified employees. Furthermore, a substantial portion of our annual incentive compensation paid to our senior employees has in recent years taken the form of long-term equityequity-based awards. Therefore, the ultimate value of this compensation depends on the price of our common stock when the awards vest. If we are unable to continue to attract and retain qualified individuals, our business prospects and competitive position could be adversely affected.
We could suffer losses if our models and strategies fail to properly anticipate and manage risk.
We use proprietary models and strategies extensively to measure and assess capital requirements for credit, country, market, operational and strategic risks and to assess and control

15Bank of America 2017



our operations.operations and financial condition. These models require oversight and periodic re-validation and are subject to inherent limitations due to the use of historical trends and simplifying assumptions, and uncertainty regarding economic and financial outcomes. Our models may not be sufficiently predictive of future results due to limited historical patterns, extreme or unanticipated market movements or customer behavior and illiquidity, especially during severe market downturns or stress events.events, and may not be effective if we fail to detect flaws in our models during our review process, our models contain erroneous data, valuations, formulas or algorithms or our applications running the models do not perform as expected. The models that we use to assess and control our market risk exposures also reflect assumptions about the degree of correlation among prices of various asset classes or other market indicators. Market conditions in recent years have involved unprecedented dislocations and highlight the limitations inherent in using historical data to manage risk. We could suffer losses if our models and strategies fail to properly anticipate and manage risks.
Failure to properly manage and aggregate data may result in our inability to manage risk and business needs and inaccurate financial, regulatory and operational reporting.
We rely on our ability to manage, dataaggregate, interpret and our ability to aggregateuse data in an accurate, timely and timelycomplete manner for effective risk reporting and management which may be limited by the effectiveness of ourmanagement. Our policies, programs, processes and practices that govern how data is acquired, validated, stored, protectedmanaged, aggregated, interpreted and processed.used. While we continuously update our policies, programs, processes and practices, many ofand implement emerging technologies, such as artificial intelligence, our data management and aggregation processes are manual and subject to failure, including human error or system failure. Failure to manage data effectively and to aggregate data in an accurate, timely and timelycomplete manner may limit our ability to manage current and emerging risk, to produce
accurate financial, regulatory and operational reporting as well as to manage changing business needs.
 
Reforms to and uncertainty regarding LIBORthe London InterBank Offered Rate (LIBOR) and certain other indices may adversely affect our business.business, financial condition and results of operations.
The U.K. FCA announced in July 2017, that it will no longer persuade or require banks to submit rates for LIBOR after 2021. This announcement, in conjunction with financial benchmark reforms more generally and changes in the interbank lending markets, have resulted in uncertainty about the future of LIBOR and certain other rates or indices which are used as interest rate “benchmarks.”“benchmarks” in many of our products and contracts, including floating-rate notes and other adjustable-rate products. These actions and uncertainties may have the effect of triggering future changes in the rules or methodologies used to calculate benchmarks or lead to the discontinuancediscontinuation or unavailability of benchmarks. ICE Benchmark Administration is the administrator of LIBOR and maintains a reference panel of contributor banks, which includes Bank of America, N.A.,BANA London branch for certain LIBOR rates. Uncertainty as to the nature and effect of such reforms and actions, and the potential or actual discontinuancediscontinuation of benchmark quotes, may adversely affect the value of, return on and trading market for our financial assets and liabilities that are based on or are linked to benchmarks, including any LIBOR-based securities, loans and derivatives, or our financial condition or results of operations. Furthermore,Additionally, there can be no assurancesassurance that we and other market participants will be adequately prepared for an actual discontinuation of benchmarks, including LIBOR, that existing assets and liabilities based on or linked to benchmarks will transition successfully to alternative reference rates or benchmarks or of the timing of adoption and degree of integration of such alternative reference rates or benchmarks in the markets. The discontinuation of benchmarks, including LIBOR, may have an unpredictable impact on the contractual mechanics of outstanding securities, loans, derivatives or other products (including, but not limited to, interest rates to be paid to or by us), require renegotiation of outstanding financial assets and liabilities, adversely affect the return on such outstanding products, cause significant disruption to financial markets that are relevant to our business segments, particularly Global Banking and Global Markets, increase the risk of litigation and/or increase expenses related to the transition to alternative reference rates or benchmarks, among other adverse consequences, whichconsequences. Additionally, any transition from current benchmarks may also result inalter the Corporation’s risk profiles and models, valuation tools, product design and effectiveness of hedging strategies, as well as increase the costs and risks related to potential regulatory requirements. Reforms to and uncertainty regarding transitions from current benchmarks may adversely affectingaffect our business, financial condition or results of operations.

Item 1B. Unresolved Staff Comments
None
 


Item 2. Properties
As of December 31, 2017,2018, our principal offices and other materially important properties consisted of the following:
           
Facility Name Location General Character of the Physical Property Primary Business Segment Property Status 
Property Square Feet (1)
Bank of America Corporate Center Charlotte, NC 60 Story Building Principal Executive Offices Owned 1,212,177
Bank of America Tower at One Bryant Park New York, NY 55 Story Building 
GWIM, Global Banking and
 Global Markets
 
Leased (2)
 1,836,575
 Bank of America Merrill Lynch Financial Centre London, UK 4 Building Campus 
Global Banking and Global Markets
 Leased 562,595
Cheung Kong Center Hong Kong 62 Story Building 
Global Banking and Global Markets
 Leased 149,790
(1) 
For leased properties, property square feet represents the square footage occupied by the Corporation.
(2) 
The Corporation has a 49.9 percent joint venture interest in this property.

17Bank of America 2018






We own or lease approximately 79.177.3 million square feet in over 20,000 facility and ATM locations globally, including approximately 74.172.2 million square feet in the U.S. (all 50 states and the District of Columbia, the U.S. Virgin Islands, Puerto Rico and Guam) and approximately 5.05.1 million square feet in more than 35 countries.
We believe our owned and leased properties are adequate for our business needs and are well maintained. We continue to evaluate our owned and leased real estate and may determine from time to time that certain of our premises and facilities, or ownership structures, are no longer necessary for our operations. In connection therewith, we are evaluating the sale or sale/
leaseback of certain properties and we may incur costs in connection with any such transactions.


Item 3. Legal Proceedings
See Litigation and Regulatory Matters in Note 12 – Commitments and Contingencies to the Consolidated Financial Statements, which is incorporated herein by reference.
Item 4. Mine Safety Disclosures
None

Bank of America 201716


Part II
Bank of America Corporation and Subsidiaries
Item 5. Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
The principal market on which our common stock is traded is the New York Stock Exchange.Exchange under the symbol “BAC.” As of February 21, 2018,25, 2019, there were 174,913170,394 registered shareholders of common stock. The table below sets forth the high and low closing sales prices of the common stock on the New York Stock Exchange for the periods indicated during 2016 and 2017, as well as the dividends we paid on a quarterly basis:
        
 Quarter High Low Dividend
2016First $16.43
 $11.16
 $0.05
 Second 15.11
 12.18
 0.05
 Third 16.19
 12.74
 0.075
 Fourth 23.16
 15.63
 0.075
2017First 25.50
 22.05
 0.075
 Second 24.32
 22.23
 0.075
 Third 25.45
 22.89
 0.12
 Fourth 29.88
 25.45
 0.12
For more information regarding our ability to pay dividends, see Note 13 – Shareholders’ Equity and Note 16 – Regulatory Requirements and Restrictions to the Consolidated Financial Statements, which are incorporated herein by reference.
For more information on our equity compensation plans, see Note 18 – Stock-based Compensation Plans to the Consolidated Financial Statements and Item 12 on page 193 of this report, which are incorporated herein by reference.
The table below presents share repurchase activity for the three months ended December 31, 2017.2018. The primary source of funds for cash distributions by the Corporation to its shareholders is
dividends received from its bank subsidiaries. Each of the bank subsidiaries is subject to various regulatory policies and requirements relating to the payment of dividends, including requirements to maintain capital above regulatory minimums. All of the Corporation’s preferred stock outstanding has preference over the Corporation’s common stock with respect to payment of dividends.
        
(Dollars in millions, except per share information; shares in thousands)
Common Shares Repurchased (1)
 Weighted-Average Per Share Price 
Shares
Purchased as
Part of Publicly
Announced Programs
 
Remaining Buyback
Authority Amounts (2)
October 1 - 31, 201732,986
 $26.92
 32,982
 $9,040
November 1 - 30, 201768,951
 27.23
 68,951
 7,162
December 1 - 31, 201772,075
 29.18
 72,073
 10,059
Three months ended December 31, 2017174,012
 27.98
  
  
        
(Dollars in millions, except per share information; shares in thousands)
Total Common Shares Purchased (1)
 Weighted-Average Per Share Price 
Total Shares
Purchased as
Part of Publicly
Announced Programs
 
Remaining Buyback
Authority Amounts (2)
October 1 - 31, 201854,357
 $27.78
 54,353
 $14,050
November 1 - 30, 201868,630
 27.77
 68,612
 12,145
December 1 - 31, 201871,404
 25.44
 71,401
 10,328
Three months ended December 31, 2018194,391
 26.92
 194,366
  
(1) 
Includes shares of the Corporation’s common stock acquired by the Corporation in connection with satisfaction of tax withholding obligations on vested restricted stock or restricted stock units and certain forfeitures and terminations of employment-related awards and for potential re-issuance to certain employees under equity incentive plans.
(2) 
On June 28, 2017,2018, following the Federal Reserve’s non-objection to our 20172018 CCAR capital plan, the Board authorized the repurchase of $12.0approximately $20.6 billion in common stock from July 1, 20172018 through June 30, 2018, plus2019, including approximately $900$600 million to offset the effect of equity-based compensation plansissuances during the same period. During the three months ended December 31, 2018, pursuant to the Board’s authorizations, the Corporation repurchased $5.2 billion of common stock, which included common stock repurchases to offset equity-based compensation awards. On December 5, 2017,February 7, 2019, the Corporation announced that the Board authorized the repurchase of an additional $5.0$2.5 billion of common stock by June 30, 2018. Duringduring the three months ended December 31, 2017, pursuant to the Board’s authorizations, the Corporation repurchased approximately $4.9 billionfirst and second quarters of common stock, which included common stock to offset equity-based compensation awards.2019. Amounts shown do not include this additional repurchase authority. For more information, see Capital Management -- CCAR and Capital Planning on page 4543 and Note 13 – Shareholders’ Equity to the Consolidated Financial Statements.
On August 24, 2017, the holders of the Corporation’s Series T preferred stock exercised warrants to acquire 700 million shares of the Corporation’s common stock. To purchase the Corporation’s common stock upon exercise of the warrants, the holders submitted as consideration $5 billion of Series T preferred stock. On August 29, 2017, the Corporation issued 700 million shares of common stock to the holders. The terms of the warrants were previously disclosed in the Corporation’s Current Report on Form 8-K filed on August 25, 2011.  The sale of the Corporation’s
common stock pursuant to exercise of the warrants has not been registered with the Securities and Exchange Commission. Such sale is exempt from registration pursuant to Section 4(2) and Section 3(a)(9) of the Securities Act of 1933, as amended. The Corporation did not receivehave any proceeds fromunregistered sales of equity securities during the sale of the common stock upon exercise of the warrants; the cash proceeds the Corporation received in connection with the sale of the Series T preferred stock in August 2011 were used for general corporate purposes.
three months ended December 31, 2018.
Item 6. Selected Financial Data
See Tables 78 and 89 in the MD&A beginning on page 25,26, which are incorporated herein by reference.




17Bank of America 2017



Item 7. Bank of America Corporation and Subsidiaries
Management’s Discussion and Analysis of Financial Condition and Results of Operations
  
Bank of America 2018 18


Item 7. Bank of America Corporation and Subsidiaries
Management’s Discussion and Analysis of Financial Condition and Results of Operations


19Bank of America 2017182018







Management’s Discussion and Analysis of Financial Condition and Results of Operations
Bank of America Corporation (the “Corporation”) and its management may make certain statements that constitute “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. These statements can be identified by the fact that they do not relate strictly to historical or current facts. Forward-looking statements often use words such as “anticipates,” “targets,” “expects,” “hopes,” “estimates,” “intends,” “plans,” “goals,” “believes,” “continue” and other similar expressions or future or conditional verbs such as “will,” “may,” “might,” “should,” “would” and “could”.“could.” Forward-looking statements represent the Corporation’s current expectations, plans or forecasts of its future results, revenues, expenses, efficiency ratio, capital measures, strategy and future business and economic conditions more generally, and other future matters. These statements are not guarantees of future results or performance and involve certain known and unknown risks, uncertainties and assumptions that are difficult to predict and are often beyond the Corporation’s control. Actual outcomes and results may differ materially from those expressed in, or implied by, any of these forward-looking statements.
You should not place undue reliance on any forward-looking statement and should consider the following uncertainties and risks, as well as the risks and uncertainties more fully discussed under Item 1A. Risk Factors of this Annual Report on Form 10-K: the Corporation’s potential claims, damages, penalties, fines and reputational damage resulting from pending or future litigation, regulatory proceedings and enforcement actions including inquiries into our retail sales practices, and the possibility that amounts may be in excess of the Corporation’s recorded liability and estimated range of possible loss for litigation and regulatory exposures; the possibility that the Corporation could face increased servicing, securities, fraud, indemnity, contribution or other claims from one or more counterparties, including trustees, purchasers of loans, underwriters, issuers, other parties involved in securitizations, monolines or private-label and other investors; the possibility that future representations and warranties losses may occur in excess of the Corporation’s recorded liability and estimated range of possible loss for its representations and warranties exposures; the Corporation’s ability to resolve representations and warranties repurchase and related claims, including claims brought by investors or trustees seeking to avoid the statute of limitations for repurchase claims; the risks related to the discontinuation of the London InterBank Offered Rate and other reference rates, including increased expenses and litigation and the effectiveness of hedging strategies; uncertainties about the financial stability and growth rates of non-U.S. jurisdictions, the risk that those jurisdictions may face difficulties servicing their sovereign debt, and related stresses on financial markets, currencies and trade, and the Corporation’s exposures to such risks, including direct, indirect and operational; the impact of U.S. and global interest rates, inflation, currency exchange rates, economic conditions, trade policies, including tariffs, and potential geopolitical instability; the impact on the Corporation’s business, financial condition and results of operations of a potential higher interest rate environment; the possibility that future credit losses may be higher than currently expected due to changes in economic assumptions, customer behavior, adverse developments with respect to U.S. or global economic conditions and other uncertainties; the Corporation’s ability to achieve its expense targets and expectations regarding net interest income, expectations,net charge-offs, loan growth or other projections; adverse changes to the Corporation’s credit ratings from the major credit rating agencies; an inability to access capital markets or maintain deposits; estimates of the fair value and other accounting values, subject to
impairment assessments, of certain of the Corporation’s assets and liabilities; uncertainty regarding the content, timing and impact of regulatory capital and liquidity requirements; the potential impact of adverse changes to total loss-absorbing capacity requirements; potential adverse changes to ourrequirements and/or global systemically important bank surcharge;surcharges; the success of our reorganization of Merrill Lynch, Pierce, Fenner & Smith Incorporated; the potential impact of actions of the Board of Governors of the Federal Reserve actions System on the Corporation’s capital plans; the possible impact of the Corporation’s failure to
remediate a shortcoming identified by banking regulators in the Corporation’s Resolution Plan; the effect of regulations, other guidance or additional information on our estimatedthe impact offrom the Tax Cuts and Jobs Act; the impact of implementation and compliance with U.S. and international laws, regulations and regulatory interpretations, including, but not limited to, recovery and resolution planning requirements, Federal Deposit Insurance Corporation (FDIC) assessments, the Volcker Rule, fiduciary standards and derivatives regulations; a failure in or breach of the Corporation’s operational or security systems or infrastructure, or those of third parties, including as a result of cyber attacks;cyber-attacks; the impact on the Corporation’s business, financial condition and results of operations from the planned exit of the United Kingdom from the European Union; the impact of a prolonged federal government shutdown and uncertainty regarding the federal government’s debt limit; and other similar matters.
Forward-looking statements speak only as of the date they are made, and the Corporation undertakes no obligation to update any forward-looking statement to reflect the impact of circumstances or events that arise after the date the forward-looking statement was made.
Notes to the Consolidated Financial Statements referred to in the Management’s Discussion and Analysis of Financial Condition and Results of Operations (MD&A) are incorporated by reference into the MD&A. Certain prior-year amounts have been reclassified to conform to current-year presentation. Throughout the MD&A, the Corporation uses certain acronyms and abbreviations which are defined in the Glossary.
Executive Summary
Business Overview
The Corporation is a Delaware corporation, a bank holding company (BHC) and a financial holding company. When used in this report, “the Corporation” may refer to Bank of America Corporation individually, Bank of America Corporation and its subsidiaries, or certain of Bank of America Corporation’s subsidiaries or affiliates. Our principal executive offices are located in Charlotte, North Carolina. Through our banking and various nonbank subsidiaries throughout the U.S. and in international markets, we provide a diversified range of banking and nonbank financial services and products through four business segments: Consumer Banking, Global Wealth & Investment Management (GWIM), Global Banking and Global Markets, with the remaining operations recorded in All Other. We operate our banking activities primarily under the Bank of America, National Association (Bank of America, N.A. or BANA) charter. At December 31, 2017,2018, the Corporation had approximately $2.3$2.4 trillion in assets and a headcount of approximately 209,000204,000 employees. Headcount remained relatively unchanged since December 31, 2016.
As of December 31, 2017,2018, we operated in all 50 states,served clients through operations across the District of Columbia, the U.S. Virgin Islands, Puerto Rico, its territories and more than 35 countries. Our retail banking footprint covers approximately 85 percent of the U.S. population, and we serve approximately 4766 million consumer and small business relationshipsclients with approximately 4,5004,300 retail financial centers, approximately 16,00016,300 ATMs, and


Bank of America 2018 20


leading digital banking platforms (www.bankofamerica.com) with approximately 35more than 36 million active users, including approximately 24over 26 million active mobile active users. We offer industry-leading support to approximately three million small business owners. Our wealth management businesses, with client balances of nearly $2.8approximately $2.6 trillion, provide tailored solutions to meet client needs through a full set of investment management, brokerage, banking, trust and retirement products. We are a global leader in corporate and investment banking and trading across a

19Bank of America 2017



broad range of asset classes serving corporations, governments, institutions and individuals around the world.
2017 Economic and Business Environment
The U.S. economy gained momentum in 2017, as it grew for the eighth consecutive year. Following a soft start, partly driven by sharp inventory liquidation and adverse weather effects, GDP growth accelerated over the remainder of the year. Economic growth was supported by a noticeable pickup in business investment in high-tech equipment, a recovery in oil exploration and solid consumer demand growth. A revitalization in U.S. export growth, on the back of a weakening dollar and stronger global growth, also had beneficial impacts. GDP growth was limited by a mid-year softening in residential investment and a flat period for government consumption and investment. The housing market finished the year strongly. A lean supply of unsold inventory and solid demand was supportive of steady home price appreciation through much of the year.
The labor market continued to tighten as job creation exceeded the growth in the labor force. The unemployment rate fell to a 17-year low. Wage growth, however, remained relatively muted.
Inflation also remained low. The headline rate edged somewhat higher on recovering energy prices. But core inflation, excluding volatile food and energy components, slowed unexpectedly over much of the year, as goods’ prices and health care inflation softened, and the acceleration in rents leveled off. Core inflation once again finished the year below the Federal Reserve’s two percent target level.
Equity markets advanced strongly in 2017, with the S&P 500 increasing by approximately 20 percent. The anticipation of corporate tax reform and strong global earnings growth appeared to fuel the stock market’s strong performance. Following a mid-year decline, long-term Treasury yields recovered towards the end of 2017, but finished little changed from the start of the year. With short-end rates rising over the course of the year, the yield curve flattened considerably. After a brief surge following the 2016 election, the trade-weighted dollar declined over most of 2017.
The Federal Open Market Committee (FOMC) raised its target range for the Federal funds rate three times in 2017, bringing the total rise in the funds rate during the current cycle to 125 basis points (bps). The Federal Reserve also began allowing a small portion of its Treasury and mortgage-backed securities (MBS) to roll off as monetary policy normalization continued. Current Federal Reserve baseline forecasts suggest gradual rate increases will continue into 2018 against a backdrop of solid economic expansion and a tightening labor market.
The improved economic momentum in 2017 was not confined to the U.S. The eurozone posted its strongest GDP growth in 10 years, despite heightened political uncertainty and fragmentation.
In this context, the European Central Bank decided to taper its quantitative easing program even if domestic inflationary pressures remained historically weak. The impact of the 2016 U.K. referendum vote in favor of leaving the European Union (EU) started to materialize within the U.K. economy which, despite the robust global momentum, showed its weakest GDP growth in five years.
Supported by a very accommodative monetary policy stance and sustained growth in external demand, the Japanese economy expanded at the strongest pace since 2010 with headline inflation remaining positive throughout the year. Across emerging nations, economic activity was supported by China’s continued transition towards a more consumption-based growth model, as well as by the recovery in Brazil and Russia following the 2016 recession.
Recent EventsDevelopments
Capital Management
During 2017,2018, we repurchased approximately $12.8$20.1 billion of common stock pursuant to the Board’sBoard of Directors’ (the Board) repurchase authorizations under our 20172018 and 20162017 Comprehensive Capital Analysis and Review (CCAR) capital plans, including repurchases to offset equity-based compensation awards, and pursuantawards. Also, in addition to the previously announced repurchases associated with the 2018 CCAR capital plan, on February 7, 2019, we announced a plan to repurchase an additional $5$2.5 billion share repurchase authorizationof common stock through June 30, 2019, which was approved by the Board andof Governors of the Federal Reserve in December 2017.System (Federal Reserve). For moreadditional information, see Capital Management on page 45.43.
ChangeU.K. Exit from the EU
We conduct business in Tax Law
On December 22,Europe, the Middle East and Africa primarily through our subsidiaries in the U.K. and Ireland. A referendum held in the U.K. in 2016 resulted in a majority vote in favor of exiting the European Union (EU). In March 2017, the President signed into lawU.K. notified the Tax CutsEU of its intent to withdraw from the EU, which is scheduled to occur on March 29, 2019. Negotiations between the U.K. and Jobs Act (the Tax Act) which made significantthe EU regarding the terms, conditions and timing of the withdrawal are ongoing and the outcome remains uncertain. In preparation for the withdrawal, we have implemented changes to federal income tax lawour operating model in the region, including amongestablishing our principal EU banking and broker-dealer operations outside the U.K. The changes are expected to enable us to continue to service our clients with minimal disruption, retain operational flexibility, minimize transition risks and maximize legal entity efficiencies, independent of the outcome and timing of the withdrawal.
LIBOR and Other Benchmark Rates
The U.K. Financial Conduct Authority (FCA), which regulates the London InterBank Offered Rate (LIBOR), announced in July 2017 that it will no longer persuade or require banks to submit rates for LIBOR after 2021. This announcement along with financial benchmark reforms more generally and changes in the interbank lending markets have resulted in uncertainty about the future of LIBOR and certain other things, reducingrates or indices used as interest rate “benchmarks.” These actions and uncertainties may trigger future changes in the statutory corporate income tax raterules or methodologies used to 21 percent from 35 percent and changing the taxation of our non-U.S. business activities. Results for 2017 included an estimated reduction in net income of $2.9 billion duecalculate benchmarks or lead to the Tax Act, driven largely by a lower valuationdiscontinuation or unavailability of certain U.S. deferred tax assetsbenchmarks.
The Corporation has established an enterprise-wide initiative to identify, assess and liabilities. We have accounted formonitor risks associated with the effectspotential discontinuation or unavailability of the Tax Act using reasonable estimates based on currently available information and our interpretations thereof. This accounting may change due to, among other things, changes in interpretations we have madebenchmarks, including LIBOR, and the issuancetransition to alternative reference rates. As part of this initiative, the Corporation is actively engaged with global regulators, industry working groups and trade associations to develop strategies for transitions from current benchmarks to alternative reference rates. We are updating our operational processes and models to support new alternative reference rate
activity. In addition, we continue to analyze and evaluate legacy contracts across all productstodetermine the impact of adiscontinuation of LIBOR or other benchmarks and to address consequential changes to those legacy contracts. Certain actions required to mitigate risks associated with the unavailability of benchmarks and implementation of new taxmethodologies and contractual mechanics are dependent on a consensus being reached by the industry or accounting guidance.
Long-term Debt Exchange
In December 2017, pursuantthe markets in various jurisdictions around the world. As a result, there is uncertainty as to a private offering, we exchanged $11.0 billionthe solutions that will be developed to address the unavailability of outstanding long-term debt for new fixed/floating-rate senior notes, subjectLIBOR or other benchmarks, as well as the overall impact to certain termsour businesses, operations and conditions. The impact on our resultsresults. Additionally, any transition from current benchmarks may alter the Corporation’s risk profiles and models, valuation tools, product design and effectiveness of operationshedging strategies, as well as increase the costs and risks related to this exchange was not significant. For more information on this exchange, see Liquidity Risk on page 49.potential regulatory requirements.



Bank of America 201720


Selected Financial Data
Table 1 provides selected consolidated financial data for 2017 and 2016.
     
Table 1Selected Financial Data   
   
(Dollars in millions, except per share information)2017 2016
Income statement   
Revenue, net of interest expense$87,352
 $83,701
Net income18,232
 17,822
Diluted earnings per common share1.56
 1.49
Dividends paid per common share0.39
 0.25
Performance ratios   
Return on average assets0.80% 0.81%
Return on average common shareholders’ equity6.72
 6.69
Return on average tangible common shareholders’ equity (1)
9.41
 9.51
Efficiency ratio62.67
 65.81
Balance sheet at year end 
  
Total loans and leases$936,749
 $906,683
Total assets2,281,234
 2,188,067
Total deposits1,309,545
 1,260,934
Total common shareholders’ equity244,823
 240,975
Total shareholders’ equity267,146
 266,195
(1)
Return on average tangible common shareholders’ equity is a non-GAAP financial measure. For more information and a corresponding reconciliation to accounting principles generally accepted in the United States of America (GAAP) financial measures, see Non-GAAP Reconciliations on page 88.
Financial Highlights
     
Table 1Summary Income Statement and Selected Financial Data
     
(Dollars in millions, except per share information)2018 2017
Income statement   
Net interest income$47,432
 $44,667
Noninterest income43,815
 42,685
Total revenue, net of interest expense91,247

87,352
Provision for credit losses3,282
 3,396
Noninterest expense53,381
 54,743
Income before income taxes34,584

29,213
Income tax expense6,437
 10,981
Net income28,147

18,232
Preferred stock dividends1,451
 1,614
Net income applicable to common shareholders$26,696

$16,618
     
Per common share information   
Earnings$2.64
 $1.63
Diluted earnings2.61
 1.56
Dividends paid0.54
 0.39
Performance ratios   
Return on average assets1.21% 0.80%
Return on average common shareholders’ equity11.04
 6.72
Return on average tangible common shareholders’ equity (1)
15.55
 9.41
Efficiency ratio58.50
 62.67
Balance sheet at year end   
Total loans and leases$946,895
 $936,749
Total assets2,354,507
 2,281,234
Total deposits1,381,476
 1,309,545
Total common shareholders’ equity242,999
 244,823
Total shareholders’ equity265,325
 267,146
(1)
Return on average tangible common shareholders’ equity is a non-GAAP financial measure. For more information and a corresponding reconciliation to accounting principles generally accepted in the United States of America (GAAP) financial measures, see on page 25.
Net income was $28.1 billion, or $2.61 per diluted share in 2018 compared to $18.2 billion, or $1.56 per diluted share in 2017 compared to $17.8 billion, or $1.49 per diluted share2017. The improvement in 2016. The results for 2017 include an estimated charge of $2.9 billion relatednet income was driven by a decrease in income tax expense due to the impacts of the Tax Act. The pre-tax results for 2017 compared to 2016 were driven by higher revenue, largely the result ofCuts and Jobs Act (the Tax Act), an increase in net interest income, higher noninterest income, lower provision for credit losses and a decline in noninterest expense.
Effective October 1, 2017, we changed our accounting method for determining when certain stock-based compensation awards granted to retirement-eligible employees are deemed authorized, changing Impacts from the grant dateTax Act include a reduction in the federal corporate income tax rate to 21 percent from 35 percent. In addition, results for 2017 included a reduction in net income of $2.9 billion due to the beginningTax Act, driven largely by a lower valuation of the year preceding the grant date when the incentive award plans are generally approved.  As a result, the estimated value of the awards is now expensed ratably over the year preceding the grant date. All prior periods presented herein have been restated for this change in accounting method. The change affected consolidated financial informationcertain U.S. deferred tax assets and All Other; it did not affect the business segments. Under the applicable bank regulatory rules, we are not required to and, accordingly, did not restate previously-filed capital metrics and ratios. The cumulative impact of the change in accounting
method resulted in an insignificant pro forma change to our capital metrics and ratios. For more information, see Note 1 - Summary of Significant Accounting Principles to the Consolidated Financial Statements.
     
Table 2Summary Income Statement   
     
(Dollars in millions)2017 2016
Net interest income$44,667
 $41,096
Noninterest income42,685
 42,605
Total revenue, net of interest expense87,352
 83,701
Provision for credit losses3,396
 3,597
Noninterest expense54,743
 55,083
Income before income taxes29,213
 25,021
Income tax expense10,981
 7,199
Net income18,232
 17,822
Preferred stock dividends1,614
 1,682
Net income applicable to common shareholders$16,618
 $16,140
     
Per common share information   
Earnings$1.63
 $1.57
Diluted earnings1.56
 1.49
liabilities.


21Bank of America 20172018

  







Net Interest Income
Net interest income increased $3.6$2.8 billion to $44.7$47.4 billion in 20172018 compared to 2016. The net2017. Net interest yield on a fully taxable-equivalent (FTE) basis increased 11 bpsfive basis points (bps) to 2.322.42 percent for 2017.2018. These increases were primarily driven by the benefits from higher interest rates andas well as loan and deposit growth, partially offset by tightening spreads, higher Global Markets funding costs and the impact of the sale of the non-U.S. consumer credit card business in the second quarter of 2017. For more information regardingon net interest yield and the FTE basis, see Supplemental Financial Data on page 24, and for more information on interest rate risk management, see Interest Rate Risk Management for the Banking Book on page 81.74.
Noninterest Income
        
Table 3Noninterest Income   
Table 2Noninterest Income   
    
      
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
Card incomeCard income$5,902
 $5,851
Card income$6,051
 $5,902
Service chargesService charges7,818
 7,638
Service charges7,767
 7,818
Investment and brokerage servicesInvestment and brokerage services13,281
 12,745
Investment and brokerage services14,160
 13,836
Investment banking incomeInvestment banking income6,011
 5,241
Investment banking income5,327
 6,011
Trading account profitsTrading account profits7,277
 6,902
Trading account profits8,540
 7,277
Mortgage banking income224
 1,853
Gains on sales of debt securities255
 490
Other incomeOther income1,917
 1,885
Other income1,970
 1,841
Total noninterest incomeTotal noninterest income$42,685
 $42,605
Total noninterest income$43,815
 $42,685
Noninterest income increased$80 million $1.1 billion to $42.7$43.8 billion for 2017in 2018 compared to 2016.2017. The following highlights the significant changes.
Service charges
Card income increased $180$149 million primarily driven by an increase in credit and debit card spending, as well as increased late fees and annual fees, partially offset by higher rewards costs, lower cash advance fees, and the impact of pricing strategies and higher treasury services-related revenue.the sale of the non-U.S. consumer credit card business in 2017.
Investment and brokerage services income increased$536324 million primarily driven by the impact ofdue to assets under management (AUM) flows and higher market valuations, partially offset by the impact of changing market dynamics on transactional revenue and AUM pricing.
Investment banking income increased $770decreased $684 million primarily due to higher advisory fees and higher debt and equity issuance fees..
Trading account profits increased $375 million$1.3 billion primarily due to increased client financing activity in equities,equity financing and derivatives, higher market interest rates and strong trading performance in equity derivatives, partially offset by weaker performance across most fixed-incomeweakness in credit products.
Mortgage banking income decreased $1.6 billion primarily driven by lower net servicing income due to lower net mortgage servicing rights (MSR) results, and lower production income primarily due to lower volume.
Gains on sales of debt securities decreased $235 million primarily driven by lower activity.
Other income remained relatively unchanged. Included wasincreased $129 million primarily due to gains on sales of consumer real estate loans, primarily non-core, of $731 million, offset by a $793$729 million pre-tax gain recognizedcharge related to the redemption of certain trust preferred securities in connection with the sale of the non-U.S. consumer credit card business and2018. Other income for 2017 included a downward valuation adjustment of $946 million on tax-advantaged energy investments in connection with the Tax Act.Act and a $793 million pretax gain recognized in connection with the sale of the non-U.S. consumer credit card business.
Provision for Credit Losses
The provision for credit losses decreased $201$114 million to $3.4$3.3 billion for 2017in 2018 compared to 20162017, primarily due to reductions in
energy exposuresreflecting a 2017 single-name non-U.S. commercial charge-off and improvement in the commercial portfolio. In the consumer portfolio, andthe impact of the sale of the non-U.S. consumer credit quality improvementscard business in 2017 was more than offset by a slower pace of improvement in the consumer real estate portfolio. This was partially offset byportfolio, and portfolio seasoning and loan growth in the U.S. credit card portfolio and a single-name non-U.S. commercial charge-off.portfolio. For more information on the provision for credit losses, see Provision for Credit Losses on page 72.67.
Noninterest Expense
        
Table 4Noninterest Expense   
Table 3Noninterest Expense   
      
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
PersonnelPersonnel$31,642
 $31,748
Personnel$31,880
 $31,931
OccupancyOccupancy4,009
 4,038
Occupancy4,066
 4,009
EquipmentEquipment1,692
 1,804
Equipment1,705
 1,692
MarketingMarketing1,746
 1,703
Marketing1,674
 1,746
Professional feesProfessional fees1,888
 1,971
Professional fees1,699
 1,888
Data processingData processing3,139
 3,007
Data processing3,222
 3,139
TelecommunicationsTelecommunications699
 746
Telecommunications699
 699
Other general operatingOther general operating9,928
 10,066
Other general operating8,436
 9,639
Total noninterest expenseTotal noninterest expense$54,743
 $55,083
Total noninterest expense$53,381
 $54,743
Noninterest expense decreased $340 million$1.4 billion to $54.7$53.4 billion for 2017in 2018 compared to 2016.2017. The decrease was primarily due to lower other general operating costs,expense, primarily driven by a reduction from the sale of the non-U.S. consumer credit card businessdecline in litigation and lower litigationFederal Deposit Insurance Corporation (FDIC) expense partially offset byas well as a $316 million impairment charge in 2017 related to certain data centers in the process of being sold and $145 million for the shared success discretionary year-end bonus awarded to certain employees.centers.
Income Tax Expense
        
Table 5Income Tax Expense   
Table 4Income Tax Expense   
      
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
Income before income taxesIncome before income taxes$29,213
 $25,021
Income before income taxes$34,584
 $29,213
Income tax expenseIncome tax expense10,981
 7,199
Income tax expense6,437
 10,981
Effective tax rateEffective tax rate37.6% 28.8%Effective tax rate18.6% 37.6%
Tax expense for 2018 reflected the new 21 percent federal income tax rate and the other provisions of the Tax Act, as well as our recurring tax preference benefits.
Tax expense for 2017 included a charge of $1.9 billion reflecting the initial impact of the Tax Act, discussed below. Included in theincluding a tax charge wasof $2.3 billion related primarily to a lower valuation of certain deferred tax assets and liabilities and a $347 million tax benefit on the pre-taxpretax loss from the lower valuation of our tax-advantaged energy investments. Other than the impact of the Tax Act, the effective tax rate for 2017 was driven by our recurring tax preference benefits as well as an expense recognized in connection withfrom the sale of the non-U.S. consumer credit card business, largely offset by benefits related to the adoption of the new accounting standard for the tax impact associated with share-basedstock-based compensation and the restructuring of certain subsidiaries. The
We expect the effective tax rate for 2016 was driven by our recurring tax preferences and net tax benefits related2019 to various tax audit matters, partially offset by a charge for the impact of U.K. tax law changes enacted in 2016.be approximately 19 percent, absent unusual items.




  
Bank of America 20172018 22


On December 22, 2017, the President signed into law the Tax Act which made significant changes to federal income tax law including, among other things, reducing the statutory corporate income tax rate to 21 percent from 35 percent and changing the taxation of our non-U.S. business activities. Results for 2017 included an estimated reduction in net income of $2.9 billion due to the Tax Act, driven largely by a lower valuation of certain U.S. deferred tax assets and liabilities. Additionally, the change in the corporate income tax rate impacted our tax-advantaged energy investments, resulting in a downward valuation adjustment of $946 million recorded in other income that was fully offset by tax benefits arising from lower deferred tax liabilities on these investments. We have accounted for the effects of the Tax Act using reasonable estimates based on currently available
information and our interpretations thereof. This accounting may change due to, among other things, changes in interpretations we have made and the issuance of new tax or accounting guidance.
We expect the effective tax rate for 2018 to be approximately 20 percent, absent unusual items.
Our U.K. deferred tax assets, which consist primarily of net operating losses, are expected to be realized by certain subsidiaries over a number of years. Significant changes to management’s earnings forecasts for those subsidiaries, changes in applicable laws, further changes in tax laws or changes in the ability of our U.K. subsidiaries to conduct business in the EU, could lead management to reassess our ability to realize the U.K. deferred tax assets.

Balance Sheet Overview
            
Table 6Selected Balance Sheet Data     
Table 5Selected Balance Sheet Data     
            
 December 31   December 31  
(Dollars in millions)(Dollars in millions)2017 2016 % Change(Dollars in millions)2018 2017 % Change
AssetsAssets 
  
  Assets 
  
  
Cash and cash equivalentsCash and cash equivalents$157,434
 $147,738
 7 %Cash and cash equivalents$177,404
 $157,434
 13 %
Federal funds sold and securities borrowed or purchased under agreements to resellFederal funds sold and securities borrowed or purchased under agreements to resell212,747
 198,224
 7
Federal funds sold and securities borrowed or purchased under agreements to resell261,131
 212,747
 23
Trading account assetsTrading account assets209,358
 180,209
 16
Trading account assets214,348
 209,358
 2
Debt securitiesDebt securities440,130
 430,731
 2
Debt securities441,753
 440,130
 
Loans and leasesLoans and leases936,749
 906,683
 3
Loans and leases946,895
 936,749
 1
Allowance for loan and lease lossesAllowance for loan and lease losses(10,393) (11,237) (8)Allowance for loan and lease losses(9,601) (10,393) (8)
All other assetsAll other assets335,209
 335,719
 
All other assets322,577
 335,209
 (4)
Total assetsTotal assets$2,281,234
 $2,188,067
 4
Total assets$2,354,507
 $2,281,234
 3
LiabilitiesLiabilities     Liabilities     
DepositsDeposits$1,309,545
 $1,260,934
 4
Deposits$1,381,476
 $1,309,545
 5
Federal funds purchased and securities loaned or sold under agreements to repurchaseFederal funds purchased and securities loaned or sold under agreements to repurchase176,865
 170,291
 4
Federal funds purchased and securities loaned or sold under agreements to repurchase186,988
 176,865
 6
Trading account liabilitiesTrading account liabilities81,187
 63,031
 29
Trading account liabilities68,220
 81,187
 (16)
Short-term borrowingsShort-term borrowings32,666
 23,944
 36
Short-term borrowings20,189
 32,666
 (38)
Long-term debtLong-term debt227,402
 216,823
 5
Long-term debt229,340
 227,402
 1
All other liabilitiesAll other liabilities186,423
 186,849
 
All other liabilities202,969
 186,423
 9
Total liabilitiesTotal liabilities2,014,088
 1,921,872
 5
Total liabilities2,089,182
 2,014,088
 4
Shareholders’ equityShareholders’ equity267,146
 266,195
 
Shareholders’ equity265,325
 267,146
 (1)
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$2,281,234
 $2,188,067
 4
Total liabilities and shareholders’ equity$2,354,507
 $2,281,234
 3
Assets
At December 31, 2017,2018, total assets were approximately $2.3$2.4 trillion, up $93.2$73.3 billion from December 31, 2016.2017. The increase in assets was primarily due to higher loans and leases driven by client demand for commercial loans, higher trading assets and securities borrowed or purchased under agreements to resell due to investment of excess cash levels in higher yielding assets and increased customerclient activity, and higher cash and cash equivalents and debt securities driven by the deployment of deposit inflows.growth.
Cash and Cash Equivalents
Cash and cash equivalents increased $9.7$20.0 billion primarily driven by deposit growth, and net debt issuances, partially offset by investment of short-term excess cash into securities purchased under agreements to resell, and loan growth and net securities purchases..
Federal Funds Sold and Securities Borrowed or Purchased Under Agreements to Resell
Federal funds transactions involve lending reserve balances on a short-term basis. Securities borrowed or purchased under agreements to resell are collateralized lending transactions utilized to accommodate customer transactions, earn interest rate spreads, and obtain securities for settlement and for collateral. Federal funds sold and securities borrowed or purchased under agreements to resell increased $14.5$48.4 billion due to investment of excess cash levels in higher yielding assets and a higher level of customer financing activity.
Trading Account Assets
Trading account assets consist primarily of long positions in equity and fixed-income securities including U.S. government and agency securities, corporate securities and non-U.S. sovereign debt. Trading account assets increased $29.1$5.0 billion primarily driven by additional inventory in fixed-income, currencies and commodities (FICC) to meet expected client demand and increased client financing activities in equities within Global Markets.demand.
Debt Securities
Debt securities primarily include U.S. Treasury and agency securities, MBS,mortgage-backed securities (MBS), principally agency MBS, non-U.S. bonds, corporate bonds and municipal debt. We use the debt securities portfolio primarily to manage interest rate
and liquidity risk and to take advantage of market conditions that create economically attractive returns on these investments. Debt securities increased $9.4$1.6 billion primarily driven by the deployment of deposit inflows. In 2018, the Corporation transferred available-for-sale (AFS) debt securities with an amortized cost of $64.5 billion to held to maturity. For more information on debt securities, see Note 34 – Securities to the Consolidated Financial Statements.
Loans and Leases
Loans and leases increased $30.1$10.1 billion compared to December 31, 2016. The increase was primarily due to net loan growth driven by strong client demand for commercial loans and increases in

23Bank of America 2017



residential mortgage. For more information on the loan portfolio, see Credit Risk Management on page 54.51.
Allowance for Loan and Lease Losses
The allowance for loan and lease losses decreased $844$792 million primarily due to the impact of improvements in credit quality from a stronger economy.economy and continued runoff and sales in the non-core consumer real estate portfolio. For moreadditional information, see Allowance for Credit Losses on page 72.67.
Liabilities
At December 31, 2017,2018, total liabilities were approximately $2.0$2.1 trillion, up $92.2$75.1 billion from December 31, 2016,2017, primarily due to an increase in deposits, higher trading account liabilities due to an increase in short positions, and higher long-term debt due to net issuances.deposit growth.
Deposits
Deposits increased $48.6$71.9 billion primarily due to an increase in retail deposits.
Federal Funds Purchased and Securities Loaned or Sold Under Agreements to Repurchase
Federal funds transactions involve borrowing reserve balances on a short-term basis. Securities loaned or sold under agreements to repurchase are collateralized borrowing transactions utilized to accommodate customer transactions, earn interest rate spreads and finance assets on the balance sheet. Federal funds purchased and securities loaned or sold under agreements to repurchase increased $6.6$10.1 billion primarily due to an increase in repurchase agreements.matched book funding within Global Markets.

23Bank of America 2018






Trading Account Liabilities
Trading account liabilities consist primarily of short positions in equity and fixed-income securities including U.S. Treasury and agency securities, corporate securities and non-U.S. sovereign debt. Trading account liabilities increased $18.2decreased $13.0 billion primarily due to higher equitylower levels of short positions in government and higher levels of short
governmentcorporate bonds driven by expected client demand within Global Markets.
Short-term Borrowings
Short-term borrowings provide an additional funding source and primarily consist of Federal Home Loan Bank (FHLB) short-term borrowings, notes payable and various other borrowings that generally have maturities of one year or less. Short-term borrowings increased $8.7decreased $12.5 billion primarily due to an increasea decrease in short-term bank notes and short-term FHLB Advances.advances. For more information on short-term borrowings, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreements, and Short-term Borrowings and Restricted Cash to the Consolidated Financial Statements.
Long-term Debt
Long-term debt increased $10.6$1.9 billion primarily driven by issuances outpacing maturities and redemptions. For more information on long-term debt, see Note 11 – Long-term Debt to the Consolidated Financial Statements.
Shareholders’ Equity
Shareholders’ equity increased $1.0decreased $1.8 billion driven by earnings, largely offset by returns of capital to shareholders of $18.4$27.0 billion through common and preferred stock dividends and share repurchases.repurchases and a $4.0 billion after-tax decrease in the fair value of AFS debt securities recorded in accumulated other comprehensive income (OCI), largely offset by earnings.
Cash Flows Overview
The Corporation’s operating assets and liabilities support our global markets and lending activities. We believe that cash flows from operations, available cash balances and our ability to generate cash through short- and long-term debt are sufficient to fund our operating liquidity needs. Our investing activities primarily include the debt securities portfolio and loans and leases. Our financing activities reflect cash flows primarily related to customer deposits, securities financing agreements and long-term debt. For more information on liquidity, see Liquidity Risk on page 49.47.


Bank of America 201724


           
Table 7Five-year Summary of Selected Financial Data         
           
(In millions, except per share information)2017 2016 2015 2014 2013
Income statement     
  
  
Net interest income$44,667
 $41,096
 $38,958
 $40,779
 $40,719
Noninterest income42,685
 42,605
 44,007
 45,115
 46,783
Total revenue, net of interest expense87,352
 83,701
 82,965
 85,894
 87,502
Provision for credit losses3,396
 3,597
 3,161
 2,275
 3,556
Noninterest expense54,743
 55,083
 57,617
 75,656
 69,213
Income before income taxes29,213
 25,021
 22,187
 7,963
 14,733
Income tax expense10,981
 7,199
 6,277
 2,443
 4,194
Net income18,232
 17,822
 15,910
 5,520
 10,539
Net income applicable to common shareholders16,618
 16,140
 14,427
 4,476
 9,190
Average common shares issued and outstanding10,196
 10,284
 10,462
 10,528
 10,731
Average diluted common shares issued and outstanding10,778
 11,047
 11,236
 10,585
 11,491
Performance ratios 
  
  
  
  
Return on average assets0.80% 0.81% 0.74% 0.26% 0.49%
Return on average common shareholders’ equity6.72
 6.69
 6.28
 2.01
 4.21
Return on average tangible common shareholders’ equity (1)
9.41
 9.51
 9.16
 2.98
 6.35
Return on average shareholders’ equity6.72
 6.70
 6.33
 2.32
 4.51
Return on average tangible shareholders’ equity (1)
9.08
 9.17
 8.88
 3.34
 6.58
Total ending equity to total ending assets11.71
 12.17
 11.92
 11.57
 11.06
Total average equity to total average assets11.96
 12.14
 11.64
 11.11
 10.81
Dividend payout24.24
 15.94
 14.49
 28.20
 4.66
Per common share data 
  
  
  
  
Earnings$1.63
 $1.57
 $1.38
 $0.43
 $0.86
Diluted earnings1.56
 1.49
 1.31
 0.42
 0.83
Dividends paid0.39
 0.25
 0.20
 0.12
 0.04
Book value23.80
 23.97
 22.48
 21.32
 20.69
Tangible book value (1)
16.96
 16.89
 15.56
 14.43
 13.77
Market price per share of common stock 
  
      
Closing$29.52
 $22.10
 $16.83
 $17.89
 $15.57
High closing29.88
 23.16
 18.45
 18.13
 15.88
Low closing22.05
 11.16
 15.15
 14.51
 11.03
Market capitalization$303,681
 $222,163
 $174,700
 $188,141
 $164,914
Average balance sheet 
  
  
  
  
Total loans and leases$918,731
 $900,433
 $876,787
 $898,703
 $918,641
Total assets2,268,633
 2,190,218
 2,160,536
 2,145,393
 2,163,296
Total deposits1,269,796
 1,222,561
 1,155,860
 1,124,207
 1,089,735
Long-term debt225,133
 228,617
 240,059
 253,607
 263,417
Common shareholders’ equity247,101
 241,187
 229,576
 222,907
 218,340
Total shareholders’ equity271,289
 265,843
 251,384
 238,317
 233,819
Asset quality (2)
 
  
  
  
  
Allowance for credit losses (3)
$11,170
 $11,999
 $12,880
 $14,947
 $17,912
Nonperforming loans, leases and foreclosed properties (4)
6,758
 8,084
 9,836
 12,629
 17,772
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (4, 5)
1.12% 1.26% 1.37% 1.66% 1.90%
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (4, 5)
161
 149
 130
 121
 102
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the PCI loan portfolio (4, 5)
156
 144
 122
 107
 87
Net charge-offs (6, 7)
$3,979
 $3,821
 $4,338
 $4,383
 $7,897
Net charge-offs as a percentage of average loans and leases outstanding (4, 6)
0.44% 0.43% 0.50% 0.49% 0.87%
Net charge-offs as a percentage of average loans and leases outstanding, excluding the PCI loan portfolio (4)
0.44
 0.44
 0.51
 0.50
 0.90
Capital ratios at year end (8)
 
  
  
  
  
Common equity tier 1 capital11.8% 11.0% 10.2% 12.3% n/a
Tier 1 common capitaln/a
 n/a
 n/a
 n/a
 10.9%
Tier 1 capital13.2
 12.4
 11.3
 13.4
 12.2
Total capital15.1
 14.3
 13.2
 16.5
 15.1
Tier 1 leverage8.6
 8.9
 8.6
 8.2
 7.7
Tangible equity (1)
8.9
 9.2
 8.9
 8.4
 7.8
Tangible common equity (1)
7.9
 8.0
 7.8
 7.5
 7.2
(1)
Tangible equity ratios and tangible book value per share of common stock are non-GAAP financial measures. For more information on these ratios, see Supplemental Financial Data on page 27, and for corresponding reconciliations to GAAP financial measures, see Non-GAAP Reconciliations on page 88.
(2)
For more information on the impact of the purchased credit-impaired (PCI) loan portfolio on asset quality, see Consumer Portfolio Credit Risk Management on page 54.
(3)
Includes the allowance for loan and lease losses and the reserve for unfunded lending commitments.
(4)
Balances and ratios do not include loans accounted for under the fair value option. For additional exclusions from nonperforming loans, leases and foreclosed properties, see Consumer Portfolio Credit Risk Management – Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity on page 62 and corresponding Table 31, and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 67 and corresponding Table 38.
(5)
Asset quality metrics for 2016 include $243 million of non-U.S. credit card allowance for loan and lease losses and $9.2 billion of non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.
(6)
Net charge-offs exclude $207 million, $340 million, $808 million, $810 million and $2.3 billion of write-offs in the PCI loan portfolio for 2017, 2016, 2015, 2014 and 2013, respectively. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 60.
(7)
Includes net charge-offs of $75 million and $175 million on non-U.S. credit card loans in 2017 and 2016, which were included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016.
(8)
Risk-based capital ratios are reported under Basel 3 Advanced - Transition at December 31, 2017, 2016 and 2015. We reported risk-based capital ratios under Basel 3 Standardized - Transition at December 31, 2014 and under the general risk-based approach at December 31, 2013. For more information, see Capital Management on page 45.
n/a = not applicable

25Bank of America 2017



                 
Table 8Selected Quarterly Financial Data
                 
  2017 Quarters 2016 Quarters
(In millions, except per share information)Fourth Third Second First Fourth Third Second First
Income statement 
  
  
  
  
  
  
  
Net interest income$11,462
 $11,161
 $10,986
 $11,058
 $10,292
 $10,201
 $10,118
 $10,485
Noninterest income (1)
8,974
 10,678
 11,843
 11,190
 9,698
 11,434
 11,168
 10,305
Total revenue, net of interest expense20,436
 21,839
 22,829
 22,248
 19,990
 21,635
 21,286
 20,790
Provision for credit losses1,001
 834
 726
 835
 774
 850
 976
 997
Noninterest expense13,274
 13,394
 13,982
 14,093
 13,413
 13,734
 13,746
 14,190
Income before income taxes6,161
 7,611
 8,121
 7,320
 5,803
 7,051
 6,564
 5,603
Income tax expense (1)
3,796
 2,187
 3,015
 1,983
 1,268
 2,257
 1,943
 1,731
Net income (1)
2,365
 5,424
 5,106
 5,337
 4,535
 4,794
 4,621
 3,872
Net income applicable to common shareholders2,079
 4,959
 4,745
 4,835
 4,174
 4,291
 4,260
 3,415
Average common shares issued and outstanding10,471
 10,198
 10,014
 10,100
 10,170
 10,250
 10,328
 10,370
Average diluted common shares issued and outstanding10,622
 10,747
 10,835
 10,920
 10,992
 11,034
 11,086
 11,108
Performance ratios 
  
  
  
  
    
  
Return on average assets0.41% 0.95% 0.90% 0.97% 0.82% 0.87% 0.85% 0.72%
Four quarter trailing return on average assets (2)
0.80
 0.91
 0.89
 0.88
 0.81
 0.76
 0.75
 0.76
Return on average common shareholders’ equity3.29
 7.89
 7.75
 8.09
 6.79
 7.02
 7.14
 5.80
Return on average tangible common shareholders’ equity (3)
4.56
 10.98
 10.87
 11.44
 9.58
 9.94
 10.17
 8.32
Return on average shareholders’ equity3.43
 7.88
 7.56
 8.09
 6.69
 7.10
 7.01
 5.99
Return on average tangible shareholders’ equity (3)
4.62
 10.59
 10.23
 11.01
 9.09
 9.68
 9.61
 8.27
Total ending equity to total ending assets11.71
 11.91
 12.00
 11.92
 12.17
 12.28
 12.21
 12.02
Total average equity to total average assets11.87
 12.03
 11.94
 12.00
 12.21
 12.26
 12.11
 11.96
Dividend payout60.35
 25.59
 15.78
 15.64
 18.37
 17.97
 12.17
 15.12
Per common share data 
  
  
  
  
  
  
  
Earnings$0.20
 $0.49
 $0.47
 $0.48
 $0.41
 $0.42
 $0.41
 $0.33
Diluted earnings0.20
 0.46
 0.44
 0.45
 0.39
 0.40
 0.39
 0.31
Dividends paid0.12
 0.12
 0.075
 0.075
 0.075
 0.075
 0.05
 0.05
Book value23.80
 23.87
 24.85
 24.34
 23.97
 24.14
 23.68
 23.13
Tangible book value (3)
16.96
 17.18
 17.75
 17.22
 16.89
 17.09
 16.68
 16.18
Market price per share of common stock 
  
  
  
  
  
  
  
Closing$29.52
 $25.34
 $24.26
 $23.59
 $22.10
 $15.65
 $13.27
 $13.52
High closing29.88
 25.45
 24.32
 25.50
 23.16
 16.19
 15.11
 16.43
Low closing25.45
 22.89
 22.23
 22.05
 15.63
 12.74
 12.18
 11.16
Market capitalization$303,681
 $264,992
 $239,643
 $235,291
 $222,163
 $158,438
 $135,577
 $139,427
Average balance sheet 
  
  
  
  
  
  
  
Total loans and leases$927,790
 $918,129
 $914,717
 $914,144
 $908,396
 $900,594
 $899,670
 $892,984
Total assets2,301,687
 2,271,104
 2,269,293
 2,231,649
 2,208,391
 2,189,750
 2,188,410
 2,174,126
Total deposits1,293,572
 1,271,711
 1,256,838
 1,256,632
 1,250,948
 1,227,186
 1,213,291
 1,198,455
Long-term debt227,644
 227,309
 224,019
 221,468
 220,587
 227,269
 233,061
 233,654
Common shareholders’ equity250,838
 249,214
 245,756
 242,480
 244,519
 243,220
 240,078
 236,871
Total shareholders’ equity273,162
 273,238
 270,977
 267,700
 269,739
 268,440
 265,056
 260,065
Asset quality (4)
 
  
  
  
  
  
  
  
Allowance for credit losses (5)
$11,170
 $11,455
 $11,632
 $11,869
 $11,999
 $12,459
 $12,587
 $12,696
Nonperforming loans, leases and foreclosed properties (6)
6,758
 6,869
 7,127
 7,637
 8,084
 8,737
 8,799
 9,281
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (6, 7)
1.12% 1.16% 1.20% 1.25% 1.26% 1.30% 1.32% 1.35%
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (6, 7)
161
 163
 160
 156
 149
 140
 142
 136
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the PCI loan portfolio (6, 7)
156
 158
 154
 150
 144
 135
 135
 129
Net charge-offs (8, 9)
$1,237
 $900
 $908
 $934
 $880
 $888
 $985
 $1,068
Annualized net charge-offs as a percentage of average loans and leases outstanding (6, 8)
0.53% 0.39% 0.40% 0.42% 0.39% 0.40% 0.44% 0.48%
Annualized net charge-offs as a percentage of average loans and leases outstanding, excluding the PCI loan portfolio (6)
0.54
 0.40
 0.41
 0.42
 0.39
 0.40
 0.45
 0.49
Capital ratios at period end (10)
 
  
  
  
  
  
  
  
Common equity tier 1 capital11.8% 11.9% 11.6% 11.0% 11.0% 11.0% 10.6% 10.3%
Tier 1 capital13.2
 13.3
 13.2
 12.5
 12.4
 12.4
 12.0
 11.5
Total capital15.1
 15.1
 15.1
 14.4
 14.3
 14.2
 13.9
 13.4
Tier 1 leverage8.6
 9.0
 8.9
 8.8
 8.9
 9.1
 8.9
 8.7
Tangible equity (3)
8.9
 9.1
 9.2
 9.0
 9.2
 9.3
 9.2
 9.0
Tangible common equity (3)
7.9
 8.1
 8.0
 7.9
 8.0
 8.1
 8.1
 7.9
(1)
Net income for the fourth quarter of 2017 included an estimated charge of $2.9 billion from enactment of the Tax Act which consisted of $946 million in noninterest income and $1.9 billion in income tax expense. For more information on Tax Act impacts, see Income Tax Expense on page 22.
(2)
Calculated as total net income for four consecutive quarters divided by annualized average assets for four consecutive quarters.
(3)
Tangible equity ratios and tangible book value per share of common stock are non-GAAP financial measures. For more information on these ratios, see Supplemental Financial Data on page 27, and for corresponding reconciliations to GAAP financial measures, see Non-GAAP Reconciliations on page 88.
(4)
For more information on the impact of the PCI loan portfolio on asset quality, see Consumer Portfolio Credit Risk Management on page 54.
(5)
Includes the allowance for loan and lease losses and the reserve for unfunded lending commitments.
(6)
Balances and ratios do not include loans accounted for under the fair value option. For additional exclusions from nonperforming loans, leases and foreclosed properties, see Consumer Portfolio Credit Risk Management – Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity on page 62 and corresponding Table 31, and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 67 and corresponding Table 38.
(7)
Asset quality metrics for the first quarter of 2017 and the fourth quarter of 2016 include $242 million and $243 million of non-U.S. credit card allowance for loan and lease losses and $9.5 billion and $9.2 billion of non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet at March 31, 2017 and December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.
(8)
Net charge-offs exclude $46 million, $73 million, $55 million and $33 million of write-offs in the PCI loan portfolio in the fourth, third, second and first quarters of 2017, respectively, and $70 million, $83 million, $82 million and $105 million in the fourth, third, second and first quarters of 2016, respectively. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 60.
(9)
Includes net charge-offs of $31 million, $44 million and $41 million on non-U.S. credit card loans in the second and first quarters of 2017, and in the fourth quarter of 2016, which were included in assets of business held for sale on the Consolidated Balance Sheet at March 31, 2017 and December 31, 2016.
(10)
Risk-based capital ratios are reported under Basel 3 Advanced - Transition. For more information, see Capital Management on page 45.



Bank of America 201726


Supplemental Financial Data
In this Form 10-K, we present certain non-GAAP financial measures. Non-GAAP financial measures exclude certain items or otherwise include components that differ from the most directly comparable measures calculated in accordance with GAAP. Non-GAAP financial measures are provided as additional useful information to assess our financial condition, results of operations (including period-to-period operating performance) or compliance with prospective regulatory requirements. These non-GAAP financial measures are not intended as a substitute for GAAP financial measures and may not be defined or calculated the same way as non-GAAP financial measures used by other companies.
We view net interest income and related ratios and analyses on a fully taxable-equivalent (FTE)an FTE basis, which when presented on a consolidated basis, are non-GAAP financial measures. To derive the FTE basis, net interest income is adjusted to reflect tax-exempt income on an equivalent before-tax basis with a corresponding increase in income tax expense. For purposes of this calculation, we useused the federal statutory tax rate of 3521 percent for 2018 (35 percent for all prior periods) and a representative state tax rate. In addition, certain performance measures including the efficiency ratio and netNet interest yield, utilizewhich measures the basis points we earn over the cost of funds, utilizes net interest income (and thus total revenue) on an FTE basis. The efficiency ratio measures the costs expended to generate a dollar of revenue, and net interest yield measures the bps we earn over the cost of funds. We believe that presentation of these items on an FTE basis allows for comparison of amounts from both taxable and tax-exempt sources and is consistent with industry practices.
We may present certain key performance indicators and ratios excluding certain items (e.g., debit valuation adjustment (DVA) gains (losses)) which result in non-GAAP financial measures. We believe that the presentation of measures that exclude these items areis useful because theysuch measures provide additional information to assess the underlying operational performance and trends of our businesses and to allow better comparison of period-to-period operating performance.
We also evaluate our business based on certain ratios that utilize tangible equity, a non-GAAP financial measure. Tangible
equity represents an adjusted shareholders’ equity or common shareholders’ equity amount which has been reduced by goodwill and certain acquired intangible assets (excluding MSRs)mortgage servicing rights (MSRs)), net of related deferred tax liabilities. These measures are used to evaluate our use of equity. In addition, profitability, relationship and investment models use both return on average tangible common shareholders’ equity and return on average tangible shareholders’ equity as key measures to support our overall growth goals. These ratios are as follows:
Return on average tangible common shareholders’ equity measures our earnings contribution as a percentage of adjusted common shareholders’ equity. The tangible common equity ratio represents adjusted ending common shareholders’ equity divided by total assets less goodwill and certain acquired intangible assets (excluding MSRs), net of related deferred tax liabilities.
Return on average tangible shareholders’ equity measures our earnings contribution as a percentage of adjusted average total shareholders’ equity. The tangible equity ratio represents adjusted ending shareholders’ equity divided by total assets less goodwill and certain acquired intangible assets (excluding MSRs), net of related deferred tax liabilities.
Tangible book value per common share represents adjusted ending common shareholders’ equity divided by ending common shares outstanding.
We believe that the use of ratios that utilize tangible equity provides additional useful information because they present measures of those assets that can generate income. Tangible book value per share provides additional useful information about the level of tangible assets in relation to outstanding shares of common stock.
The aforementioned supplemental data and performance measures are presented in Tables 8 and 9.


Bank of America 2018 24


Non-GAAP Reconciliations
Tables 6 and 7 and 8.
For more information on the reconciliationprovide reconciliations of thesecertain non-GAAP financial measures to GAAP financial measures, see Non-GAAP Reconciliations on page 88.measures.
           
Table 6
Five-year Reconciliations to GAAP Financial Measures (1)
           
(Dollars in millions, shares in thousands)2018 2017 2016 2015 2014
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity 
  
  
  
  
Shareholders’ equity$264,748
 $271,289
 $265,843
 $251,384
 $238,317
Goodwill(68,951) (69,286) (69,750) (69,772) (69,809)
Intangible assets (excluding MSRs)(2,058) (2,652) (3,382) (4,201) (5,109)
Related deferred tax liabilities906
 1,463
 1,644
 1,852
 2,090
Tangible shareholders’ equity$194,645
 $200,814
 $194,355
 $179,263
 $165,489
Preferred stock(22,949) (24,188) (24,656) (21,808) (15,410)
Tangible common shareholders’ equity$171,696
 $176,626
 $169,699
 $157,455
 $150,079
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equity 
  
  
  
  
Shareholders’ equity$265,325
 $267,146
 $266,195
 $255,615
 $243,476
Goodwill(68,951) (68,951) (69,744) (69,761) (69,777)
Intangible assets (excluding MSRs)(1,774) (2,312) (2,989) (3,768) (4,612)
Related deferred tax liabilities858
 943
 1,545
 1,716
 1,960
Tangible shareholders’ equity$195,458
 $196,826
 $195,007
 $183,802
 $171,047
Preferred stock(22,326) (22,323) (25,220) (22,272) (19,309)
Tangible common shareholders’ equity$173,132
 $174,503
 $169,787
 $161,530
 $151,738
Reconciliation of year-end assets to year-end tangible assets 
  
  
  
  
Assets$2,354,507
 $2,281,234
 $2,188,067
 $2,144,606
 $2,104,539
Goodwill(68,951) (68,951) (69,744) (69,761) (69,777)
Intangible assets (excluding MSRs)(1,774) (2,312) (2,989) (3,768) (4,612)
Related deferred tax liabilities858
 943
 1,545
 1,716
 1,960
Tangible assets$2,284,640
 $2,210,914
 $2,116,879
 $2,072,793
 $2,032,110
(1)
Presents reconciliations of non-GAAP financial measures to GAAP financial measures. For more information on non-GAAP financial measures and ratios we use in assessing the results of the Corporation, see Supplemental Financial Data on page 24.
                 
Table 7
Quarterly Reconciliations to GAAP Financial Measures (1)
                 
  2018 Quarters 2017 Quarters
(Dollars in millions)Fourth Third Second First Fourth Third Second First
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity 
  
  
  
  
  
  
  
Shareholders’ equity$263,698
 $264,653
 $265,181
 $265,480
 $273,162
 $273,238
 $270,977
 $267,700
Goodwill(68,951) (68,951) (68,951) (68,951) (68,954) (68,969) (69,489) (69,744)
Intangible assets (excluding MSRs)(1,857) (1,992) (2,126) (2,261) (2,399) (2,549) (2,743) (2,923)
Related deferred tax liabilities874
 896
 916
 939
 1,344
 1,465
 1,506
 1,539
Tangible shareholders’ equity$193,764
 $194,606
 $195,020
 $195,207
 $203,153
 $203,185
 $200,251
 $196,572
Preferred stock(22,326) (22,841) (23,868) (22,767) (22,324) (24,024) (25,221) (25,220)
Tangible common shareholders’ equity$171,438
 $171,765
 $171,152
 $172,440
 $180,829
 $179,161
 $175,030
 $171,352
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equity 
  
  
  
  
  
  
  
Shareholders’ equity$265,325
 $262,158
 $264,216
 $266,224
 $267,146
 $271,969
 $270,660
 $267,990
Goodwill(68,951) (68,951) (68,951) (68,951) (68,951) (68,968) (68,969) (69,744)
Intangible assets (excluding MSRs)(1,774) (1,908) (2,043) (2,177) (2,312) (2,459) (2,610) (2,827)
Related deferred tax liabilities858
 878
 900
 920
 943
 1,435
 1,471
 1,513
Tangible shareholders’ equity$195,458
 $192,177
 $194,122
 $196,016
 $196,826
 $201,977
 $200,552
 $196,932
Preferred stock(22,326) (22,326) (23,181) (24,672) (22,323) (22,323) (25,220) (25,220)
Tangible common shareholders’ equity$173,132
 $169,851
 $170,941
 $171,344
 $174,503
 $179,654
 $175,332
 $171,712
Reconciliation of period-end assets to period-end tangible assets 
  
  
  
  
  
  
  
Assets$2,354,507
 $2,338,833
 $2,291,670
 $2,328,478
 $2,281,234
 $2,284,174
 $2,254,714
 $2,247,794
Goodwill(68,951) (68,951) (68,951) (68,951) (68,951) (68,968) (68,969) (69,744)
Intangible assets (excluding MSRs)(1,774) (1,908) (2,043) (2,177) (2,312) (2,459) (2,610) (2,827)
Related deferred tax liabilities858
 878
 900
 920
 943
 1,435
 1,471
 1,513
Tangible assets$2,284,640
 $2,268,852
 $2,221,576
 $2,258,270
 $2,210,914
 $2,214,182
 $2,184,606
 $2,176,736
(1)
Presents reconciliations of non-GAAP financial measures to GAAP financial measures. For more information on non-GAAP financial measures and ratios we use in assessing the results of the Corporation, see Supplemental Financial Data on page 24.



2725Bank of America 20172018

  







                   
Table 9Average Balances and Interest Rates - FTE Basis
                   
  Average
Balance
 Interest
Income/
Expense
 Yield/
Rate
 Average
Balance
 Interest
Income/
Expense
 Yield/
Rate
 Average
Balance
 Interest
Income/
Expense
 Yield/
Rate
(Dollars in millions)2017 2016 2015
Earning assets 
  
  
  
  
  
  
  
  
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks 
$127,431
 $1,122
 0.88% $133,374
 $605
 0.45% $136,391
 $369
 0.27%
Time deposits placed and other short-term investments12,112
 241
 1.99
 9,026
 140
 1.55
 9,556
 146
 1.53
Federal funds sold and securities borrowed or purchased under agreements to resell222,818
 2,390
 1.07
 216,161
 1,118
 0.52
 211,471
 988
 0.47
Trading account assets129,007
 4,618
 3.58
 129,766
 4,563
 3.52
 137,837
 4,547
 3.30
Debt securities435,005
 10,626
 2.44
 418,289
 9,263
 2.23
 390,849
 9,233
 2.38
Loans and leases (1):
 
  
  
  
  
  
  
  
  
Residential mortgage197,766
 6,831
 3.45
 188,250
 6,488
 3.45
 201,366
 6,967
 3.46
Home equity62,260
 2,608
 4.19
 71,760
 2,713
 3.78
 81,070
 2,984
 3.68
U.S. credit card91,068
 8,791
 9.65
 87,905
 8,170
 9.29
 88,244
 8,085
 9.16
Non-U.S. credit card (2)
3,929
 358
 9.12
 9,527
 926
 9.72
 10,104
 1,051
 10.40
Direct/Indirect consumer (3)
93,374
 2,622
 2.81
 91,853
 2,296
 2.50
 84,585
 2,040
 2.41
Other consumer (4)
2,628
 112
 4.23
 2,295
 75
 3.26
 1,938
 56
 2.86
Total consumer451,025
 21,322
 4.73
 451,590
 20,668
 4.58
 467,307
 21,183
 4.53
U.S. commercial292,452
 9,765
 3.34
 276,887
 8,101
 2.93
 248,354
 6,883
 2.77
Commercial real estate (5)
58,502
 2,116
 3.62
 57,547
 1,773
 3.08
 52,136
 1,521
 2.92
Commercial lease financing21,747
 706
 3.25
 21,146
 627
 2.97
 19,802
 628
 3.17
Non-U.S. commercial95,005
 2,566
 2.70
 93,263
 2,337
 2.51
 89,188
 2,008
 2.25
Total commercial467,706
 15,153
 3.24
 448,843
 12,838
 2.86
 409,480
 11,040
 2.70
Total loans and leases (2)
918,731
 36,475
 3.97
 900,433
 33,506
 3.72
 876,787
 32,223
 3.68
Other earning assets76,957
 3,032
 3.94
 59,775
 2,762
 4.62
 62,040
 2,890
 4.66
Total earning assets (6)
1,922,061
 58,504
 3.04
 1,866,824
 51,957
 2.78
 1,824,931
 50,396
 2.76
Cash and due from banks27,995
    
 27,893
    
 28,921
    
Other assets, less allowance for loan and lease losses318,577
  
  
 295,501
  
  
 306,684
  
  
Total assets$2,268,633
  
  
 $2,190,218
  
  
 $2,160,536
  
  
Interest-bearing liabilities 
  
  
  
  
  
  
  
  
U.S. interest-bearing deposits: 
  
  
  
  
  
  
  
  
Savings$53,783
 $5
 0.01% $49,495
 $5
 0.01% $46,498
 $7
 0.01%
NOW and money market deposit accounts628,647
 873
 0.14
 589,737
 294
 0.05
 543,133
 273
 0.05
Consumer CDs and IRAs44,794
 121
 0.27
 48,594
 133
 0.27
 54,679
 162
 0.30
Negotiable CDs, public funds and other deposits36,782
 354
 0.96
 32,889
 160
 0.49
 29,976
 95
 0.32
Total U.S. interest-bearing deposits764,006
 1,353
 0.18
 720,715
 592
 0.08
 674,286
 537
 0.08
Non-U.S. interest-bearing deposits: 
  
  
  
  
  
  
  
  
Banks located in non-U.S. countries2,442
 21
 0.85
 3,891
 32
 0.82
 4,473
 31
 0.70
Governments and official institutions1,006
 10
 0.95
 1,437
 9
 0.64
 1,492
 5
 0.33
Time, savings and other62,386
 547
 0.88
 59,183
 382
 0.65
 54,767
 288
 0.53
Total non-U.S. interest-bearing deposits65,834
 578
 0.88
 64,511
 423
 0.66
 60,732
 324
 0.53
Total interest-bearing deposits829,840
 1,931
 0.23
 785,226
 1,015
 0.13
 735,018
 861
 0.12
Federal funds purchased, securities loaned or sold under agreements to repurchase, short-term borrowings and other interest-bearing liabilities273,097
 3,538
 1.30
 251,236
 2,350
 0.94
 275,785
 2,387
 0.87
Trading account liabilities45,518
 1,204
 2.64
 37,897
 1,018
 2.69
 46,206
 1,343
 2.91
Long-term debt225,133
 6,239
 2.77
 228,617
 5,578
 2.44
 240,059
 5,958
 2.48
Total interest-bearing liabilities (6)
1,373,588
 12,912
 0.94
 1,302,976
 9,961
 0.76
 1,297,068
 10,549
 0.81
Noninterest-bearing sources: 
  
  
  
  
  
  
  
  
Noninterest-bearing deposits439,956
  
  
 437,335
  
  
 420,842
  
  
Other liabilities183,800
  
  
 184,064
  
  
 191,242
  
  
Shareholders’ equity271,289
  
  
 265,843
  
  
 251,384
  
  
Total liabilities and shareholders’ equity$2,268,633
  
  
 $2,190,218
  
  
 $2,160,536
  
  
Net interest spread 
  
 2.10%  
  
 2.02%  
  
 1.95%
Impact of noninterest-bearing sources 
  
 0.27
  
  
 0.23
  
  
 0.24
Net interest income/yield on earning assets 
 $45,592
 2.37%  
 $41,996
 2.25%  
 $39,847
 2.19%
           
Table 8Five-year Summary of Selected Financial Data         
           
(In millions, except per share information)2018 2017 2016 2015 2014
Income statement     
  
  
Net interest income$47,432
 $44,667
 $41,096
 $38,958
 $40,779
Noninterest income43,815
 42,685
 42,605
 44,007
 45,115
Total revenue, net of interest expense91,247
 87,352
 83,701
 82,965
 85,894
Provision for credit losses3,282
 3,396
 3,597
 3,161
 2,275
Noninterest expense53,381
 54,743
 55,083
 57,617
 75,656
Income before income taxes34,584
 29,213
 25,021
 22,187
 7,963
Income tax expense6,437
 10,981
 7,199
 6,277
 2,443
Net income28,147
 18,232
 17,822
 15,910
 5,520
Net income applicable to common shareholders26,696
 16,618
 16,140
 14,427
 4,476
Average common shares issued and outstanding10,096.5
 10,195.6
 10,284.1
 10,462.3
 10,527.8
Average diluted common shares issued and outstanding10,236.9
 10,778.4
 11,046.8
 11,236.2
 10,584.5
Performance ratios 
  
  
  
  
Return on average assets1.21% 0.80% 0.81% 0.74% 0.26%
Return on average common shareholders’ equity11.04
 6.72
 6.69
 6.28
 2.01
Return on average tangible common shareholders’ equity (1)
15.55
 9.41
 9.51
 9.16
 2.98
Return on average shareholders’ equity10.63
 6.72
 6.70
 6.33
 2.32
Return on average tangible shareholders’ equity (1)
14.46
 9.08
 9.17
 8.88
 3.34
Total ending equity to total ending assets11.27
 11.71
 12.17
 11.92
 11.57
Total average equity to total average assets11.39
 11.96
 12.14
 11.64
 11.11
Dividend payout20.31
 24.24
 15.94
 14.49
 28.20
Per common share data 
  
  
  
  
Earnings$2.64
 $1.63
 $1.57
 $1.38
 $0.43
Diluted earnings2.61
 1.56
 1.49
 1.31
 0.42
Dividends paid0.54
 0.39
 0.25
 0.20
 0.12
Book value25.13
 23.80
 23.97
 22.48
 21.32
Tangible book value (1)
17.91
 16.96
 16.89
 15.56
 14.43
Market capitalization$238,251
 $303,681
 $222,163
 $174,700
 $188,141
Average balance sheet 
  
  
  
  
Total loans and leases$933,049
 $918,731
 $900,433
 $876,787
 $898,703
Total assets2,325,246
 2,268,633
 2,190,218
 2,160,536
 2,145,393
Total deposits1,314,941
 1,269,796
 1,222,561
 1,155,860
 1,124,207
Long-term debt230,693
 225,133
 228,617
 240,059
 253,607
Common shareholders’ equity241,799
 247,101
 241,187
 229,576
 222,907
Total shareholders’ equity264,748
 271,289
 265,843
 251,384
 238,317
Asset quality (2) 
 
  
  
  
  
Allowance for credit losses (3)
$10,398
 $11,170
 $11,999
 $12,880
 $14,947
Nonperforming loans, leases and foreclosed properties (4)
5,244
 6,758
 8,084
 9,836
 12,629
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (4)
1.02% 1.12% 1.26% 1.37% 1.66%
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (4)
194
 161
 149
 130
 121
Net charge-offs (5)
$3,763
 $3,979
 $3,821
 $4,338
 $4,383
Net charge-offs as a percentage of average loans and leases outstanding (4, 5)
0.41% 0.44% 0.43% 0.50% 0.49%
Capital ratios at year end (6)
 
  
  
  
  
Common equity tier 1 capital11.6% 11.5% 10.8% 9.8% 9.6%
Tier 1 capital13.2
 13.0
 12.4
 11.2
 11.0
Total capital15.1
 14.8
 14.2
 12.8
 12.7
Tier 1 leverage8.4
 8.6
 8.8
 8.4
 7.8
Supplementary leverage ratio6.8
 n/a
 n/a
 n/a
 n/a
Tangible equity (1)
8.6
 8.9
 9.2
 8.9
 8.4
Tangible common equity (1)
7.6
 7.9
 8.0
 7.8
 7.5
(1) 
Tangible equity ratios and tangible book value per share of common stock are non-GAAP financial measures. For more information on these ratios and corresponding reconciliations to GAAP financial measures, see Supplemental Financial Data on page 24.
(2)
Asset quality metrics include $75 million of non-U.S. consumer credit card net charge-offs in 2017 and $243 million of non-U.S. consumer credit card allowance for loan and lease losses, $9.2 billion of non-U.S. consumer credit card loans and $175 million of non-U.S. consumer credit card net charge-offs in 2016. The Corporation sold its non-U.S. consumer credit card business in 2017.
(3)
Includes the allowance for loan and leases losses and the reserve for unfunded lending commitments.
(4)
Balances and ratios do not include loans accounted for under the fair value option. For additional exclusions from nonperforming loans, leases and foreclosed properties, see Consumer Portfolio Credit Risk Management – Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity on page 58 and corresponding Table 31 and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 63 and corresponding Table 38.
(5)
Net charge-offs exclude $273 million, $207 million, $340 million, $808 million and $810 million of write-offs in the purchased credit-impaired (PCI) loan portfolio for 2018, 2017, 2016, 2015 and 2014, respectively.
(6)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased-in as of January 1, 2018. Prior periods are presented on a fully phased-in basis. For additional information, including which approach is used to assess capital adequacy, see Capital Management on page 43.
n/a = not applicable



Bank of America 2018 26


                 
Table 9Selected Quarterly Financial Data            
                 
  2018 Quarters 2017 Quarters
(In millions, except per share information)Fourth Third Second First Fourth Third Second First
Income statement     
    
      
Net interest income$12,304
 $11,870
 $11,650
 $11,608
 $11,462
 $11,161
 $10,986
 $11,058
Noninterest income (1)
10,432
 10,907
 10,959
 11,517
 8,974
 10,678
 11,843
 11,190
Total revenue, net of interest expense22,736
 22,777
 22,609
 23,125
 20,436
 21,839
 22,829
 22,248
Provision for credit losses905
 716
 827
 834
 1,001
 834
 726
 835
Noninterest expense13,133
 13,067
 13,284
 13,897
 13,274
 13,394
 13,982
 14,093
Income before income taxes8,698
 8,994
 8,498
 8,394
 6,161
 7,611
 8,121
 7,320
Income tax expense (1)
1,420
 1,827
 1,714
 1,476
 3,796
 2,187
 3,015
 1,983
Net income (1)
7,278
 7,167
 6,784
 6,918
 2,365
 5,424
 5,106
 5,337
Net income applicable to common shareholders7,039
 6,701
 6,466
 6,490
 2,079
 4,959
 4,745
 4,835
Average common shares issued and outstanding9,855.8
 10,031.6
 10,181.7
 10,322.4
 10,470.7
 10,197.9
 10,013.5
 10,099.6
Average diluted common shares issued and outstanding9,996.0
 10,170.8
 10,309.4
 10,472.7
 10,621.8
 10,746.7
 10,834.8
 10,919.7
Performance ratios 
  
  
  
  
      
Return on average assets1.24% 1.23% 1.17% 1.21% 0.41% 0.95% 0.90% 0.97%
Four-quarter trailing return on average assets (2)
1.21
 1.00
 0.93
 0.86
 0.80
 0.91
 0.89
 0.88
Return on average common shareholders’ equity11.57
 10.99
 10.75
 10.85
 3.29
 7.89
 7.75
 8.09
Return on average tangible common shareholders’ equity (3)
16.29
 15.48
 15.15
 15.26
 4.56
 10.98
 10.87
 11.44
Return on average shareholders’ equity10.95
 10.74
 10.26
 10.57
 3.43
 7.88
 7.56
 8.09
Return on average tangible shareholders’ equity (3)
14.90
 14.61
 13.95
 14.37
 4.62
 10.59
 10.23
 11.01
Total ending equity to total ending assets11.27
 11.21
 11.53
 11.43
 11.71
 11.91
 12.00
 11.92
Total average equity to total average assets11.30
 11.42
 11.42
 11.41
 11.87
 12.03
 11.94
 12.00
Dividend payout20.90
 22.35
 18.83
 19.06
 60.35
 25.59
 15.78
 15.64
Per common share data 
  
  
  
  
      
Earnings$0.71
 $0.67
 $0.64
 $0.63
 $0.20
 $0.49
 $0.47
 $0.48
Diluted earnings0.70
 0.66
 0.63
 0.62
 0.20
 0.46
 0.44
 0.45
Dividends paid0.15
 0.15
 0.12
 0.12
 0.12
 0.12
 0.075
 0.075
Book value25.13
 24.33
 24.07
 23.74
 23.80
 23.87
 24.85
 24.34
Tangible book value (3)
17.91
 17.23
 17.07
 16.84
 16.96
 17.18
 17.75
 17.22
Market capitalization$238,251
 $290,424
 $282,259
 $305,176
 $303,681
 $264,992
 $239,643
 $235,291
Average balance sheet 
  
  
  
  
      
Total loans and leases$934,721
 $930,736
 $934,818
 $931,915
 $927,790
 $918,129
 $914,717
 $914,144
Total assets2,334,586
 2,317,829
 2,322,678
 2,325,878
 2,301,687
 2,271,104
 2,269,293
 2,231,649
Total deposits1,344,951
 1,316,345
 1,300,659
 1,297,268
 1,293,572
 1,271,711
 1,256,838
 1,256,632
Long-term debt230,616
 233,475
 229,037
 229,603
 227,644
 227,309
 224,019
 221,468
Common shareholders’ equity241,372
 241,812
 241,313
 242,713
 250,838
 249,214
 245,756
 242,480
Total shareholders’ equity263,698
 264,653
 265,181
 265,480
 273,162
 273,238
 270,977
 267,700
Asset quality (4)
 
  
  
  
  
      
Allowance for credit losses (5)
$10,398
 $10,526
 $10,837
 $11,042
 $11,170
 $11,455
 $11,632
 $11,869
Nonperforming loans, leases and foreclosed properties (6)
5,244
 5,449
 6,181
 6,694
 6,758
 6,869
 7,127
 7,637
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (6)
1.02% 1.05% 1.08% 1.11% 1.12% 1.16% 1.20% 1.25%
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (6)
194
 189
 170
 161
 161
 163
 160
 156
Net charge-offs (7)
$924
 $932
 $996
 $911
 $1,237
 $900
 $908
 $934
Annualized net charge-offs as a percentage of average loans and leases outstanding (6, 7)
0.39% 0.40% 0.43% 0.40% 0.53% 0.39% 0.40% 0.42%
Capital ratios at period end (8)
 
  
  
  
  
      
Common equity tier 1 capital11.6% 11.4% 11.4% 11.3% 11.5% 11.9% 11.5% 11.0%
Tier 1 capital13.2
 12.9
 13.0
 13.0
 13.0
 13.4
 13.2
 12.6
Total capital15.1
 14.7
 14.8
 14.8
 14.8
 15.1
 15.0
 14.3
Tier 1 leverage8.4
 8.3
 8.4
 8.4
 8.6
 8.9
 8.8
 8.8
Supplementary leverage ratio6.8
 6.7
 6.7
 6.8
 n/a
 n/a
 n/a
 n/a
Tangible equity (3)
8.6
 8.5
 8.7
 8.7
 8.9
 9.1
 9.2
 9.1
Tangible common equity (3)
7.6
 7.5
 7.7
 7.6
 7.9
 8.1
 8.0
 7.9
(1)
Net income for the fourth quarter of 2017 included a charge of $2.9 billion related to the Tax Act effects which consisted of $946 million in noninterest income and $1.9 billion in income tax expense.
(2)
Calculated as total net income for four consecutive quarters divided by annualized average assets for four consecutive quarters.
(3)
Tangible equity ratios and tangible book value per share of common stock are non-GAAP financial measures. For more information on these ratios and corresponding reconciliations to GAAP financial measures, see Supplemental Financial Data on page 24.
(4)
Asset quality metrics include $31 million of non-U.S. consumer credit card net charge-offs for the second quarter of 2017 and $242 million of non-U.S. consumer credit card allowance for loan and lease losses, $9.5 billion of non-U.S. consumer credit card loans and $44 million of non-U.S. consumer credit card net charge-offs for the first quarter of 2017. The Corporation sold its non-U.S. consumer credit card business in the second quarter of 2017.
(5)
Includes the allowance for loan and lease losses and the reserve for unfunded lending commitments.
(6)
Balances and ratios do not include loans accounted for under the fair value option. For additional exclusions from nonperforming loans, leases and foreclosed properties, see Consumer Portfolio Credit Risk Management – Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity on page 58 and corresponding Table 31 and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 63 and corresponding Table 38.
(7)
Net charge-offs exclude $107 million, $95 million, $36 million and $35 million of write-offs in the PCI loan portfolio in the fourth, third, second and first quarters of 2018, and $46 million, $73 million, $55 million and $33 million in the fourth, third, second and first quarters of 2017, respectively.
(8)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased-in as of January 1, 2018. Prior periods are presented on a fully phased-in basis. For additional information, including which approach is used to assess capital adequacy, see Capital Management on page 43.
n/a = not applicable

27Bank of America 2018






                   
Table 10Average Balances and Interest Rates - FTE Basis      
                   
 Average
Balance
 Interest
Income/
Expense
 Yield/
Rate
 Average
Balance
 Interest
Income/
Expense
 Yield/
Rate
 Average
Balance
 Interest
Income/
Expense
 Yield/
Rate
(Dollars in millions)

2018 2017 2016
Earning assets 
  
  
  
  
  
  
  
  
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks$139,848
 $1,926
 1.38% $127,431
 $1,122
 0.88% $133,374
 $605
 0.45%
Time deposits placed and other short-term investments9,446
 216
 2.29
 12,112
 241
 1.99
 9,026
 140
 1.55
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
251,328
 3,176
 1.26
 222,818
 1,806
 0.81
 216,161
 967
 0.45
Trading account assets132,724
 4,901
 3.69
 129,007
 4,618
 3.58
 129,766
 4,563
 3.52
Debt securities437,312
 11,837
 2.66
 435,005
 10,626
 2.44
 418,289
 9,263
 2.23
Loans and leases (2):
 
  
  
  
  
  
  
  
  
Residential mortgage207,523
 7,294
 3.51
 197,766
 6,831
 3.45
 188,250
 6,488
 3.45
Home equity53,886
 2,573
 4.77
 62,260
 2,608
 4.19
 71,760
 2,713
 3.78
U.S. credit card94,612
 9,579
 10.12
 91,068
 8,791
 9.65
 87,905
 8,170
 9.29
Non-U.S. credit card (3)

 
 
 3,929
 358
 9.12
 9,527
 926
 9.72
Direct/Indirect and other consumer (4)
93,036
 3,104
 3.34
 96,002
 2,734
 2.85
 94,148
 2,371
 2.52
Total consumer449,057
 22,550
 5.02
 451,025
 21,322
 4.73
 451,590
 20,668
 4.58
U.S. commercial304,387
 11,937
 3.92
 292,452
 9,765
 3.34
 276,887
 8,101
 2.93
Non-U.S. commercial97,664
 3,220
 3.30
 95,005
 2,566
 2.70
 93,263
 2,337
 2.51
Commercial real estate (5)
60,384
 2,618
 4.34
 58,502
 2,116
 3.62
 57,547
 1,773
 3.08
Commercial lease financing21,557
 698
 3.24
 21,747
 706
 3.25
 21,146
 627
 2.97
Total commercial483,992
 18,473
 3.82
 467,706
 15,153
 3.24
 448,843
 12,838
 2.86
Total loans and leases (3)
933,049
 41,023
 4.40
 918,731
 36,475
 3.97
 900,433
 33,506
 3.72
Other earning assets (1)
76,524
 4,300
 5.62
 76,957
 3,224
 4.19
 59,775
 2,496
 4.18
Total earning assets (1,6)
1,980,231
 67,379
 3.40
 1,922,061
 58,112
 3.02
 1,866,824
 51,540
 2.76
Cash and due from banks25,830
    
 27,995
    
 27,893
    
Other assets, less allowance for loan and lease losses319,185
  
  
 318,577
  
  
 295,501
  
  
Total assets$2,325,246
  
  
 $2,268,633
  
  
 $2,190,218
  
  
Interest-bearing liabilities 
  
  
  
  
  
  
  
  
U.S. interest-bearing deposits: 
  
  
  
  
  
  
  
  
Savings$54,226
 $6
 0.01% $53,783
 $5
 0.01% $49,495
 $5
 0.01%
NOW and money market deposit accounts676,382
 2,636
 0.39
 628,647
 873
 0.14
 589,737
 294
 0.05
Consumer CDs and IRAs39,823
 157
 0.39
 44,794
 121
 0.27
 48,594
 133
 0.27
Negotiable CDs, public funds and other deposits50,593
 991
 1.96
 36,782
 354
 0.96
 32,889
 160
 0.49
Total U.S. interest-bearing deposits821,024
 3,790
 0.46
 764,006
 1,353
 0.18
 720,715
 592
 0.08
Non-U.S. interest-bearing deposits: 
  
  
  
  
  
  
  
  
Banks located in non-U.S. countries2,312
 39
 1.69
 2,442
 21
 0.85
 3,891
 32
 0.82
Governments and official institutions810
 
 0.01
 1,006
 10
 0.95
 1,437
 9
 0.64
Time, savings and other65,097
 666
 1.02
 62,386
 547
 0.88
 59,183
 382
 0.65
Total non-U.S. interest-bearing deposits68,219
 705
 1.03
 65,834
 578
 0.88
 64,511
 423
 0.66
Total interest-bearing deposits889,243
 4,495
 0.51
 829,840
 1,931
 0.23
 785,226
 1,015
 0.13
Federal funds purchased, securities loaned or sold under agreements to repurchase, short-term borrowings and other interest-bearing liabilities (1)
269,748
 5,839
 2.17
 274,975
 3,146
 1.14
 252,585
 1,933
 0.77
Trading account liabilities50,928
 1,358
 2.67
 45,518
 1,204
 2.64
 37,897
 1,018
 2.69
Long-term debt230,693
 7,645
 3.31
 225,133
 6,239
 2.77
 228,617
 5,578
 2.44
Total interest-bearing liabilities (1,6)
1,440,612
 19,337
 1.34
 1,375,466
 12,520
 0.91
 1,304,325
 9,544
 0.73
Noninterest-bearing sources: 
  
  
  
  
  
  
  
  
Noninterest-bearing deposits425,698
  
  
 439,956
  
  
 437,335
  
  
Other liabilities (1)
194,188
  
  
 181,922
  
  
 182,715
  
  
Shareholders’ equity264,748
  
  
 271,289
  
  
 265,843
  
  
Total liabilities and shareholders’ equity$2,325,246
  
  
 $2,268,633
  
  
 $2,190,218
  
  
Net interest spread 
  
 2.06%  
  
 2.11%  
  
 2.03%
Impact of noninterest-bearing sources 
  
 0.36
  
  
 0.26
  
  
 0.22
Net interest income/yield on earning assets (7)
 
 $48,042
 2.42%  
 $45,592
 2.37%  
 $41,996
 2.25%
(1)
Certain prior-period amounts have been reclassified to conform to current period presentation.
(2)
Nonperforming loans are included in the respective average loan balances. Income on these nonperforming loans is generally recognized on a cost recovery basis. PCI loans are recorded at fair value upon acquisition and accrete interest income over the estimated life of the loan.
(2)(3) 
Includes assets of the Corporation’s non-U.S. consumer credit card business, which was sold during the second quarter of 2017.
(3)(4) 
Includes non-U.S. consumer loans of $2.8 billion, $2.9 billion, and $3.4 billion in 2018, 2017 and $4.0 billion in 2017, 2016 and 2015, respectively.
(4)(5) 
Includes consumer finance loans of $321 million, $514 million and $619 million; consumer leases of $2.1 billion, $1.6 billion and $1.2 billion, and consumer overdrafts of $179 million, $173 million and $156 million in 2017, 2016 and 2015, respectively.
(5)
Includes U.S. commercial real estate loans of $56.4 billion, $55.0 billion, and $54.2 billion and $49.0 billion, and non-U.S. commercial real estate loans of $4.0 billion, $3.5 billion, and $3.4 billion in 2018, 2017 and $3.1 billion in 2017, 2016 and 2015, respectively.
(6) 
Interest income includes the impact of interest rate risk management contracts, which decreased interest income on the underlying assets by $171 million, $44 million, and $176 million in 2018, 2017 and $59 million in 2017, 2016 and 2015, respectively. Interest expense includes the impact of interest rate risk management contracts, which decreased interest expense on the underlying liabilities by $130 million, $1.4 billion, and $2.1 billion in 2018, 2017 and $2.4 billion in 2017, 2016 and 2015, respectively. For more information, see Interest Rate Risk Management for the Banking Book on page 8174.
(7)
Net interest income includes FTE adjustments of $610 million, $925 million and $900 million in 2018, 2017 and 2016, respectively.





  
Bank of America 20172018 28



                        
Table 10Analysis of Changes in Net Interest Income - FTE Basis
Table 11Analysis of Changes in Net Interest Income - FTE Basis        
                        
 
Due to Change in (1)
 Net Change 
Due to Change in (1)
 Net Change 
Due to Change in (1)
 Net Change 
Due to Change in (1)
 Net Change
Volume Rate  Volume Rate  Volume Rate  Volume Rate 
(Dollars in millions)(Dollars in millions)From 2016 to 2017 From 2015 to 2016(Dollars in millions)From 2017 to 2018 From 2016 to 2017
Increase (decrease) in interest incomeIncrease (decrease) in interest income 
  
  
  
  
  
Increase (decrease) in interest income 
  
  
  
  
  
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banksInterest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks$(32) $549
 $517
 $(9) $245
 $236
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks$109
 $695
 $804
 $(32) $549
 $517
Time deposits placed and other short-term investmentsTime deposits placed and other short-term investments48
 53
 101
 (8) 2
 (6)Time deposits placed and other short-term investments(53) 28
 (25) 48
 53
 101
Federal funds sold and securities borrowed or purchased under agreements to resellFederal funds sold and securities borrowed or purchased under agreements to resell41
 1,231
 1,272
 28
 102
 130
Federal funds sold and securities borrowed or purchased under agreements to resell230
 1,140
 1,370
 36
 803
 839
Trading account assetsTrading account assets(22) 77
 55
 (265) 281
 16
Trading account assets134
 149
 283
 (22) 77
 55
Debt securitiesDebt securities438
 925
 1,363
 722
 (692) 30
Debt securities44
 1,167
 1,211
 438
 925
 1,363
Loans and leases:Loans and leases:       
  
  
Loans and leases:       
  
  
Residential mortgageResidential mortgage335
 8
 343
 (454) (25) (479)Residential mortgage329
 134
 463
 335
 8
 343
Home equityHome equity(360) 255
 (105) (343) 72
 (271)Home equity(350) 315
 (35) (360) 255
 (105)
U.S. credit cardU.S. credit card290
 331
 621
 (33) 118
 85
U.S. credit card339
 449
 788
 290
 331
 621
Non-U.S. credit card(2)Non-U.S. credit card(2)(544) (24) (568) (60) (65) (125)Non-U.S. credit card(2)(358) 
 (358) (544) (24) (568)
Direct/Indirect consumer38
 288
 326
 174
 82
 256
Other consumer11
 26
 37
 10
 9
 19
Direct/Indirect and other consumerDirect/Indirect and other consumer(82) 452
 370
 48
 315
 363
Total consumerTotal consumer 
  
 654
  
  
 (515)Total consumer 
  
 1,228
  
  
 654
U.S. commercialU.S. commercial468
 1,196
 1,664
 787
 431
 1,218
U.S. commercial402
 1,770
 2,172
 468
 1,196
 1,664
Non-U.S. commercialNon-U.S. commercial71
 583
 654
 48
 181
 229
Commercial real estateCommercial real estate29
 314
 343
 159
 93
 252
Commercial real estate70
 432
 502
 29
 314
 343
Commercial lease financingCommercial lease financing19
 60
 79
 42
 (43) (1)Commercial lease financing(5) (3) (8) 19
 60
 79
Non-U.S. commercial48
 181
 229
 90
 239
 329
Total commercialTotal commercial 
  
 2,315
  
  
 1,798
Total commercial 
  
 3,320
  
  
 2,315
Total loans and leasesTotal loans and leases 
  
 2,969
  
  
 1,283
Total loans and leases 
  
 4,548
  
  
 2,969
Other earning assetsOther earning assets793
 (523) 270
 (104) (24) (128)Other earning assets(18) 1,094
 1,076
 721
 7
 728
Total interest incomeTotal interest income 
  
 $6,547
  
  
 $1,561
Total interest income 
  
 $9,267
  
  
 $6,572
Increase (decrease) in interest expenseIncrease (decrease) in interest expense 
  
  
  
  
  
Increase (decrease) in interest expense 
  
  
  
  
  
U.S. interest-bearing deposits:U.S. interest-bearing deposits: 
  
  
  
  
  
U.S. interest-bearing deposits: 
  
  
  
  
  
SavingsSavings$
 $
 $
 $(2) $
 $(2)Savings$
 $1
 $1
 $
 $
 $
NOW and money market deposit accountsNOW and money market deposit accounts20
 559
 579
 22
 (1) 21
NOW and money market deposit accounts74
 1,689
 1,763
 20
 559
 579
Consumer CDs and IRAsConsumer CDs and IRAs(12) 
 (12) (16) (13) (29)Consumer CDs and IRAs(13) 49
 36
 (12) 
 (12)
Negotiable CDs, public funds and other depositsNegotiable CDs, public funds and other deposits20
 174
 194
 10
 55
 65
Negotiable CDs, public funds and other deposits132
 505
 637
 20
 174
 194
Total U.S. interest-bearing depositsTotal U.S. interest-bearing deposits 
  
 761
  
  
 55
Total U.S. interest-bearing deposits 
  
 2,437
  
  
 761
Non-U.S. interest-bearing deposits:Non-U.S. interest-bearing deposits: 
  
  
  
  
  
Non-U.S. interest-bearing deposits: 
  
  
  
  
  
Banks located in non-U.S. countriesBanks located in non-U.S. countries(12) 1
 (11) (4) 5
 1
Banks located in non-U.S. countries(1) 19
 18
 (12) 1
 (11)
Governments and official institutionsGovernments and official institutions(3) 4
 1
 
 4
 4
Governments and official institutions(2) (8) (10) (3) 4
 1
Time, savings and otherTime, savings and other24
 141
 165
 26
 68
 94
Time, savings and other26
 93
 119
 24
 141
 165
Total non-U.S. interest-bearing depositsTotal non-U.S. interest-bearing deposits 
  
 155
  
  
 99
Total non-U.S. interest-bearing deposits 
  
 127
  
  
 155
Total interest-bearing depositsTotal interest-bearing deposits 
  
 916
  
  
 154
Total interest-bearing deposits 
  
 2,564
  
  
 916
Federal funds purchased, securities loaned or sold under agreements to repurchase, short-term borrowings and other interest-bearing liabilitiesFederal funds purchased, securities loaned or sold under agreements to repurchase, short-term borrowings and other interest-bearing liabilities217
 971
 1,188
 (201) 164
 (37)Federal funds purchased, securities loaned or sold under agreements to repurchase, short-term borrowings and other interest-bearing liabilities(71) 2,764
 2,693
 184
 1,029
 1,213
Trading account liabilitiesTrading account liabilities206
 (20) 186
 (240) (85) (325)Trading account liabilities140
 14
 154
 206
 (20) 186
Long-term debtLong-term debt(85) 746
 661
 (288) (92) (380)Long-term debt151
 1,255
 1,406
 (85) 746
 661
Total interest expenseTotal interest expense 
  
 2,951
  
  
 (588)Total interest expense 
  
 6,817
  
  
 2,976
Net increase in net interest income 
  
 $3,596
  
  
 $2,149
Net increase in net interest income (3)
Net increase in net interest income (3)
 
  
 $2,450
  
  
 $3,596
(1) 
The changes for each category of interest income and expense are divided between the portion of change attributable to the variance in volume and the portion of change attributable to the variance in rate for that category. The unallocated change in rate or volume variance is allocated between the rate and volume variances.
(2)
The Corporation sold its non-U.S. credit card business in the second quarter of 2017.
(3)
Includes changes in FTE basis adjustments of a $315 million decrease from 2017 to 2018 and a $25 million increase from 2016 to 2017.




29Bank of America 20172018

  







Business Segment Operations
Segment Description and Basis of Presentation
We report our results of operations through the following four business segments: Consumer Banking,, GWIM,, Global Bankingand Global Markets, with the remaining operations recorded in All Other. We manage our segments and report their results on an FTE basis. For more information on our presentation of financial information on an FTE basis, see Supplemental Financial Data on page 24. The primary activities, products and businesses of the business segments and All Otherare shown below.
bussegopgraphica02.jpg
We periodically review capital allocated to our businesses and allocate capital annually during the strategic and capital planning processes. We utilize a methodology that considers the effect of regulatory capital requirements in addition to internal risk-based capital models. Our internal risk-based capital models use a risk-adjusted methodology incorporating each segment’s credit, market, interest rate, business and operational risk components. For more information on the nature of these risks, see Managing Risk on page 41.40. The capital allocated to the business segments
is referred to as allocated capital. Allocated equity in the reporting
units is comprised of allocated capital plus capital for the portion of goodwill and intangibles specifically assigned to the reporting unit. For more information, including the definition of reporting unit, see Note 8 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
For more information on the basis of presentation for business segments and reconciliations to consolidated total revenue, net income and year-end total assets, see Note 23 – Business Segment Information to the Consolidated Financial Statements.





  
Bank of America 20172018 30



Consumer Banking
                
Deposits Consumer Lending Total Consumer Banking   Deposits Consumer Lending Total Consumer Banking  
(Dollars in millions)(Dollars in millions)20172016 20172016 20172016 % Change
(Dollars in millions)20182017 20182017 20182017 % Change
Net interest income (FTE basis)$13,353
$10,701
 $10,954
$10,589
 $24,307
$21,290
 14 %
Net interest incomeNet interest income$16,024
$13,353
 $11,099
$10,954
 $27,123
$24,307
 12 %
Noninterest income:Noninterest income:       Noninterest income:       
Card incomeCard income8
9
 5,062
4,926
 5,070
4,935
 3
Card income8
8
 5,281
5,062
 5,289
5,070
 4
Service chargesService charges4,265
4,141
 1
1
 4,266
4,142
 3
Service charges4,298
4,265
 2
1
 4,300
4,266
 1
Mortgage banking income (1)


 481
960
 481
960
 (50)
All other incomeAll other income391
403
 6
1
 397
404
 (2)All other income430
391
 381
487
 811
878
 (8)
Total noninterest incomeTotal noninterest income4,664
4,553
 5,550
5,888
 10,214
10,441
 (2)Total noninterest income4,736
4,664
 5,664
5,550
 10,400
10,214
 2
Total revenue, net of interest expense (FTE basis)18,017
15,254
 16,504
16,477
 34,521
31,731
 9
Total revenue, net of interest expenseTotal revenue, net of interest expense20,760
18,017
 16,763
16,504
 37,523
34,521
 9
               
Provision for credit lossesProvision for credit losses201
174
 3,324
2,541
 3,525
2,715
 30
Provision for credit losses195
201
 3,469
3,324
 3,664
3,525
 4
Noninterest expenseNoninterest expense10,380
9,677
 7,407
7,977
 17,787
17,654
 1
Noninterest expense10,522
10,388
 7,191
7,407
 17,713
17,795
 
Income before income taxes (FTE basis)7,436
5,403
 5,773
5,959
 13,209
11,362
 16
Income tax expense (FTE basis)2,816
1,993
 2,186
2,197
 5,002
4,190
 19
Income before income taxesIncome before income taxes10,043
7,428
 6,103
5,773
 16,146
13,201
 22
Income tax expenseIncome tax expense2,561
2,813
 1,556
2,186
 4,117
4,999
 (18)
Net incomeNet income$4,620
$3,410
 $3,587
$3,762
 $8,207
$7,172
 14
Net income$7,482
$4,615
 $4,547
$3,587
 $12,029
$8,202
 47
               
Net interest yield (FTE basis)2.05%1.79% 4.18%4.37% 3.54%3.38%  
Effective tax rate (1)
Effective tax rate (1)
    25.5%37.9%  
       
Net interest yieldNet interest yield2.35%2.05% 3.97%4.18% 3.78
3.54
  
Return on average allocated capitalReturn on average allocated capital39
28
 14
17
 22
21
  Return on average allocated capital62
38
 18
14
 33
22
  
Efficiency ratio (FTE basis)57.61
63.44
 44.88
48.41
 51.53
55.64
  
Efficiency ratioEfficiency ratio50.68
57.66
 42.90
44.88
 47.20
51.55
  
                
Balance Sheet                
                
Average                
Total loans and leasesTotal loans and leases$5,084
$4,809
 $260,974
$240,999
 $266,058
$245,808
 8 %Total loans and leases$5,233
$5,084
 $278,574
$260,974
 $283,807
$266,058
 7 %
Total earning assets (2)
Total earning assets (2)
651,963
598,043
 261,802
242,445
 686,612
629,984
 9
Total earning assets (2)
682,600
651,963
 279,217
261,802
 717,197
686,612
 4
Total assets (2)
Total assets (2)
679,306
624,592
 273,253
254,287
 725,406
668,375
 9
Total assets (2)
710,925
679,306
 290,068
273,253
 756,373
725,406
 4
Total depositsTotal deposits646,930
592,417
 6,390
7,234
 653,320
599,651
 9
Total deposits678,640
646,930
 5,533
6,390
 684,173
653,320
 5
Allocated capitalAllocated capital12,000
12,000
 25,000
22,000
 37,000
34,000
 9
Allocated capital12,000
12,000
 25,000
25,000
 37,000
37,000
 
             ��   
Year end                
Total loans and leasesTotal loans and leases$5,143
$4,938
 $275,330
$254,053
 $280,473
$258,991
 8 %Total loans and leases$5,470
$5,143
 $288,865
$275,330
 $294,335
$280,473
 5 %
Total earning assets (2)
Total earning assets (2)
675,485
631,172
 275,742
255,511
 709,832
662,698
 7
Total earning assets (2)
694,676
675,485
 289,249
275,742
 728,817
709,832
 3
Total assets (2)
Total assets (2)
703,330
658,316
 287,390
268,002
 749,325
702,333
 7
Total assets (2)
724,015
703,330
 299,970
287,390
 768,877
749,325
 3
Total depositsTotal deposits670,802
625,727
 5,728
7,059
 676,530
632,786
 7
Total deposits691,666
670,802
 4,480
5,728
 696,146
676,530
 3
(1) 
Total consolidated mortgage banking income of $224 million for 2017 was recorded primarily in Consumer Lending and All Other compared to $1.9 billion for 2016.
Estimated at the segment level only.
(2) 
In segments and businesses where the total of liabilities and equity exceeds assets, we allocate assets from All Other to match the segments’ and businesses’ liabilities and allocated shareholders’ equity. As a result, total earning assets and total assets of the businesses may not equal total Consumer Banking.
Consumer Banking, which is comprised of Deposits and Consumer Lending, offers a diversified range of credit, banking and investment products and services to consumers and small businesses. Deposits and Consumer Lending include the net impact of migrating customers and their related deposit, brokerage asset and loan balances between Deposits, Consumer Lending and GWIM, as well as other client-managed businesses. Our customers and clients have access to a coast to coast network including financial centers in 34 states and the District of Columbia. Our network includes approximately 4,5004,300 financial centers, 16,000approximately 16,300 ATMs, nationwide call centers, and leading digital banking platforms with approximately 35more than 36 million active users, including approximately 24over 26 million active mobile active users.
Consumer Banking Results
Net income for Consumer Banking increased $1.0$3.8 billion to $8.2$12.0 billion in 20172018 compared to 20162017 primarily driven by higher net interestpretax income and lower income tax expense from the reduction in the federal income tax rate. The increase in pretax income was driven by higher revenue and lower noninterest expense, partially offset by higher provision for credit losses and lower mortgage banking income.losses. Net interest income increased $3.0$2.8 billion to $24.3$27.1 billion primarily due to the beneficial impact of an increase in investable assets as a result of higheran increase in deposits, as well as higher interest rates, pricing discipline and loan growth. Noninterest income decreased $227increased $186 million to $10.2$10.4 billion driven by higher card income, partially offset by lower mortgage banking income, partially offset by higher card income and service charges.which is included in all other income.
The provision for credit losses increased $810$139 million to $3.5$3.7 billion due todriven by portfolio seasoning and loan growth in the U.S. credit
card portfolio. Noninterest expense increased $133decreased $82 million to $17.8$17.7 billion driven by higher personnel expense, including the shared success discretionary year-end bonus,operating efficiencies and increasedlower litigation and FDIC
expense, as well as expense. These decreases were partially offset by investments in digital capabilities and business growth, including increased primary sales professionals, combined with investments in new financial centers and renovations. These increases were partially offset by improved operating efficiencies.
The return on average allocated capital was 2233 percent, up from 2122 percent, asdriven by higher net income was partially offset by an increased capital allocation.income. For more information on capital allocations,allocated to the business segments, see Business Segment Operations on page 30.
Deposits
Deposits includes the results of consumer deposit activities which consist of a comprehensive range of products provided to consumers and small businesses. Our deposit products include traditional savings accounts, money market savings accounts, CDs and IRAs, and noninterest- and interest-bearing checking accounts, as well as investment accounts and products. Net interest income is allocated to the deposit products using our funds transfer pricing process that matches assets and liabilities with similar interest rate sensitivity and maturity characteristics. Deposits generates fees such as account service fees, non-sufficient funds fees, overdraft charges and ATM fees, as well as investment and brokerage fees from Merrill Edge accounts. Merrill Edge is an integrated investing and banking service targeted at customers with less than $250,000 in investable assets. Merrill

31Bank of America 2018






Edge provides investment advice and guidance, client brokerage asset services, a self-directed online investing platform and key banking

31Bank of America 2017



capabilities including access to the Corporation’s network of financial centers and ATMs.
Deposits includes the net impact of migrating customers and their related deposit and brokerage asset balances between Deposits and GWIM as well as other client-managed businesses. For more information on the migration of customer balances to or from GWIM, see GWIM – Net Migration Summary on page 35.
Net income for Deposits increased $1.2$2.9 billion to $4.6$7.5 billion in 20172018 driven by higher revenue and lower income tax expense, partially offset by higher noninterest expense. Net interest income increased $2.7 billion to $13.4$16.0 billion primarily due to the beneficial impact of an increase in investable assets as a result of higher deposits, and pricing discipline. Noninterest income increased $111$72 million to $4.7 billion primarily driven by higher service charges.
The provision for credit losses increased $27decreased $6 million to $201$195 million in 2017.2018. Noninterest expense increased $703$134 million to $10.4$10.5 billion primarily driven by investments in digital capabilities and business growth, including increased primary sales professionals, combined with investments in new financial centers and renovations, higher personnel expense, including the shared success discretionary year-end bonus,renovations. These increases were partially offset by lower litigation and increased FDIC expense.
Average deposits increased $54.5$31.7 billion to $646.9$678.6 billion in 20172018 driven by strong organic growth. Growth in checking, money market savings and traditional savings of $57.9$36.3 billion was partially offset by a decline in time deposits of $3.5$4.6 billion.
      
Key Statistics Deposits
      
      
2017 20162018 2017
Total deposit spreads (excludes noninterest costs) (1)
1.84% 1.65%2.14% 1.84%
      
Year end      
Client brokerage assets (in millions)$177,045
 $144,696
$185,881
 $177,045
Digital banking active users (units in thousands) (2)
34,855
 32,942
Mobile banking active users (units in thousands)24,238
 21,648
Active digital banking users (units in thousands) (2)
36,264
 34,855
Active mobile banking users (units in thousands)26,433
 24,238
Financial centers4,470
 4,579
4,341
 4,477
ATMs16,039
 15,928
16,255
 16,039
(1) 
Includes deposits held in Consumer Lending.
(2) 
Digital users represents mobile and/or online users across consumer businesses; historical information has been reclassified primarily due to the sale of the Corporation’s non-U.S. consumer credit card business in 2017.businesses.
Client brokerage assets increased $32.3$8.8 billion in 2018 driven by strong client flows, andpartially offset by market performance. MobileActive mobile banking active users increased 2.62.2 million reflecting continuing changes in our customers’ banking preferences. The number of financial centers
declined 109 driven by a net 136 reflecting changes in customer preferences to self-service options as we continue to optimize our consumer banking network and improve our cost-to-serve.cost to serve.
Consumer Lending
Consumer Lending offers products to consumers and small businesses across the U.S. The products offered include credit and debit cards, residential mortgages and home equity loans, and direct and indirect loans such as automotive, recreational vehicle and consumer personal loans. In addition to earning net interest spread revenue on its lending activities, Consumer Lending generates interchange revenue from credit and debit card transactions, late fees, cash advance fees, annual credit card fees,
mortgage banking fee income and other miscellaneous fees. Consumer Lending products are available to our customers through our retail network, direct telephone, and online and mobile channels. Consumer Lending results also include the impact of
servicing residential mortgages and home equity loans in the core portfolio, including loans held on the balance sheet of Consumer Lending and loans serviced for others.
We classify consumer real estate loans as core or non-core based on loan and customer characteristics such as origination date, product type, loan-to-value (LTV), Fair Isaac Corporation (FICO) score and delinquency status. For more information on the core and non-core portfolios, see Consumer Portfolio Credit Risk Management on page 54. Total owned loans in the core portfolio held in Consumer Lending increased $14.7 billion to $115.9 billion in 2017, primarily driven by higher residential mortgage balances, partially offset by a decline in home equity balances.
Consumer Lending includes the net impact of migrating customers and their related loan balances between Consumer Lending and GWIM. For more information on the migration of customer balances to or from GWIM, see GWIM – Net Migration Summary on page 35.
Net income for Consumer Lending decreased $175increased $960 million to $3.6$4.5 billion in 20172018 driven by lower income tax expense, higher revenue and lower noninterest expense, partially offset by higher provision for credit losses and lower noninterest income, partially offset by lower noninterest expense and higher net interest income.losses. Net interest income increased $365$145 million to $11.0$11.1 billion primarily driven by higher interest rates and the impact of an increase in loan balances. Noninterest income decreased $338increased $114 million to $5.6$5.7 billion driven by lower mortgage bankinghigher card income, partially offset by higher cardlower mortgage banking income.
The provision for credit losses increased $783$145 million to $3.3$3.5 billion in 2017 due todriven by portfolio seasoning and loan growth in the U.S. credit card portfolio. Noninterest expense decreased $570$216 million to $7.4$7.2 billion primarily driven by improved operating efficiencies.
Average loans increased $20.0$17.6 billion to $261.0$278.6 billion in 20172018 driven by increases in residential mortgages as well as consumer vehicle and U.SU.S. credit card loans, partially offset by lower home equity loan balances.
      
Key Statistics Consumer Lending
Key Statistics Consumer Lending
Key Statistics – Consumer Lending
    
(Dollars in millions)2017 20162018 2017
Total U.S. credit card (1)
      
Gross interest yield9.65% 9.29%10.12% 9.65%
Risk-adjusted margin8.67
 9.04
8.34
 8.67
New accounts (in thousands)4,939
 4,979
4,544
 4,939
Purchase volumes$244,753
 $226,432
$264,706
 $244,753
Debit card purchase volumes$298,641
 $285,612
$318,562
 $298,641
(1) 
In addition to the U.S. credit card portfolio in Consumer Banking, the remaining U.S. credit card portfolio is in GWIM.
During 2017,2018, the total U.S. credit card risk-adjusted margin decreased 3733 bps compared to 2016,2017, primarily driven by compressed margins, increased net charge-offs and higher credit card rewards costs. Total U.S. credit card purchase volumes increased $18.3$20.0 billion to $244.8$264.7 billion, and debit card purchase volumes increased $13.0$19.9 billion to $298.6$318.6 billion, reflecting higher levels of consumer spending.


Bank of America 201732


Mortgage Banking Income
Mortgage banking income in Consumer Banking includes production income and net servicing income. Production income is comprised primarily of revenue from the fair value gains and losses recognized on our interest rate lock commitments (IRLCs) and loans held-for-sale (LHFS), the related secondary market execution, and costs related to representations and warranties made in the sales transactions along with other obligations incurred in the sales of mortgage loans. Production income decreased $461 million to $202 million in 2017 due to a decision to retain a higher percentage of residential mortgage production in Consumer Banking, as well as the impact of a higher interest rate environment driving lower refinances.
Net servicing income within Consumer Banking includes income earned in connection with servicing activities and MSR valuation adjustments for the core portfolio, net of results from risk management activities used to hedge certain market risks of the MSRs. Net servicing income decreased $18 million to $279 million in 2017 reflecting the decline in the size of the servicing portfolio.
Mortgage Servicing Rights
At December 31, 2017, the core MSR portfolio, held within Consumer Lending, was $1.7 billion compared to $2.1 billion at December 31, 2016. The decrease was primarily driven by the amortization of expected cash flows, which exceeded additions to
the MSR portfolio, partially offset by the impact of changes in fair value from rising interest rates. For more information on MSRs, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements.
      
Key Statistics - Mortgage Banking   
Key Statistics – Loan Production (1)
Key Statistics – Loan Production (1)
      
(Dollars in millions)2017 20162018 2017
Loan production (1):
 
  
Total (2):
      
First mortgage$50,581
 $64,153
$41,195
 $50,581
Home equity16,924
 15,214
14,869
 16,924
Consumer Banking:      
First mortgage$34,065
 $44,510
$27,280
 $34,065
Home equity15,199
 13,675
13,251
 15,199
(1) 
The loan production amounts represent the unpaid principal balance of loans and, in the case of home equity, the principal amount of the total line of credit.
(2) 
In addition to loan production in Consumer Banking, there is also first mortgage and home equity loan production in GWIM.
First mortgage loan originations in Consumer Banking and for the total Corporation decreased $10.4$6.8 billion and $13.6$9.4 billion in 2017,2018 primarily driven by a higher interest rate environment driving lower first-lien mortgage refinances.
Home equity production in Consumer Banking and for the total Corporation increased $1.5decreased $1.9 billion and $1.7$2.1 billion in 2017 due to a higher demand based on improving housing trends, and improved engagement with customers.2018 primarily driven by lower demand.

Global Wealth & Investment Management


       
(Dollars in millions)2017 2016 % Change
Net interest income (FTE basis)$6,173
 $5,759
 7%
Noninterest income:     
Investment and brokerage services10,883
 10,316
 5
All other income1,534
 1,575
 (3)
Total noninterest income12,417
 11,891
 4
Total revenue, net of interest expense (FTE basis)18,590
 17,650
 5
      
Provision for credit losses56
 68
 (18)
Noninterest expense13,564
 13,175
 3
Income before income taxes (FTE basis)4,970
 4,407
 13
Income tax expense (FTE basis)1,882
 1,632
 15
Net income$3,088
 $2,775
 11
      
Net interest yield (FTE basis)2.32% 2.09%  
Return on average allocated capital22
 21
  
Efficiency ratio (FTE basis)72.96
 74.65
  
      
Balance Sheet      
    
Average     
Total loans and leases$152,682
 $142,429
 7 %
Total earning assets265,670
 275,799
 (4)
Total assets281,517
 291,478
 (3)
Total deposits245,559
 256,425
 (4)
Allocated capital14,000
 13,000
 8
      
Year end     
Total loans and leases$159,378
 $148,179
 8 %
Total earning assets267,026
 283,151
 (6)
Total assets284,321
 298,931
 (5)
Total deposits246,994
 262,530
 (6)

33Bank of America 20172018 32



Global Wealth & Investment Management


       
(Dollars in millions)2018 2017 % Change
Net interest income$6,294
 $6,173
 2 %
Noninterest income:     
Investment and brokerage services11,959
 11,394
 5
All other income1,085
 1,023
 6
Total noninterest income13,044
 12,417
 5
Total revenue, net of interest expense19,338
 18,590
 4
      
Provision for credit losses86
 56
 54
Noninterest expense13,777
 13,556
 2
Income before income taxes5,475
 4,978
 10
Income tax expense1,396
 1,885
 (26)
Net income$4,079
 $3,093
 32
      
Effective tax rate25.5% 37.9%  
      
Net interest yield2.42
 2.32
  
Return on average allocated capital28
 22
  
Efficiency ratio71.24
 72.92
  
      
Balance Sheet      
      
Average     
Total loans and leases$161,342
 $152,682
 6 %
Total earning assets259,807
 265,670
 (2)
Total assets277,219
 281,517
 (2)
Total deposits241,256
 245,559
 (2)
Allocated capital14,500
 14,000
 4
      
Year end     
Total loans and leases$164,854
 $159,378
 3 %
Total earning assets287,197
 267,026
 8
Total assets305,906
 284,321
 8
Total deposits268,700
 246,994
 9
GWIM consists of two primary businesses: Merrill Lynch Global Wealth Management (MLGWM) andU.S. Trust, Bank of America Private Wealth Management (U.S. Trust).
MLGWM’s advisory business provides a high-touch client experience through a network of financial advisors focused on clients with over $250,000 in total investable assets. MLGWM provides tailored solutions to meet our clients’ needs through a full set of investment management, brokerage, banking and retirement products.
U.S. Trust, together with MLGWM’s Private Banking & Investments Group, provides comprehensive wealth management solutions targeted to high net worth and ultra high net worth clients, as well as customized solutions to meet clients’ wealth structuring, investment management, trust and banking needs, including specialty asset management services.
Net income for GWIM increased$313 $986 million to $3.1$4.1 billion in 20172018 compared to 20162017 due to higher revenue and lower income tax expense from the reduction in the federal income tax rate, partially offset by an increase in noninterest expense.expense and provision for credit losses. The operating margin was 2728 percent compared to 2527 percent a year ago.
Net interest income increased $414$121 million to $6.2$6.3 billion drivendue to higher deposit spreads and average loan balances, partially offset by higher short-term interest rates. lower loan spreads and average deposit balances.
Noninterest income, which primarily includes investment and brokerage services income, increased $526$627 million to $12.4$13.0 billion. The increase in noninterest income was driven by the impact of AUM flows and higher market valuations, partially offset by the impact of changing market dynamics on transactional revenue and AUM pricing.
Noninterest expense increased $389$221 million to $13.6$13.8 billion primarily driven bydue to higher revenue-related incentive costs.expense and investments for business growth, partially offset by continued expense discipline.
ReturnThe return on average allocated capital was 2228 percent, in 2017, up from 2122 percent, a year ago, as higher net income was partially offset by an increased capital allocation. For more information on capital allocated to the business segments, see Business Segment Operations on page 30.
Revenue from MLGWM of $15.3$15.9 billion and revenue from U.S. Trust of $3.4 billion both increased sixfour percent in 2017 compared to 2016 due to higher net interest income and asset management fees driven by AUM flows and higher market valuations, partially offset by lower transactional revenue and AUM pricing. U.S. Trust revenue of $3.3 billion increased seven percent in 2017 compared to 2016 reflecting higher net interest income and asset management fees driven by higher net flows and market valuations, and an increase in net interest income. The increase in MLGWM revenue was partially offset by lower AUM flows.pricing and transactional revenue.


33Bank of America 2018






       
Key Indicators and Metrics       
       
(Dollars in millions, except as noted)2017 2016 2018 2017
Revenue by Business       
Merrill Lynch Global Wealth Management$15,288
 $14,486
 $15,895
 $15,288
U.S. Trust3,295
 3,075
 3,432
 3,295
Other (1)
7
 89
 11
 7
Total revenue, net of interest expense (FTE basis)$18,590
 $17,650
Total revenue, net of interest expense $19,338

$18,590
       
Client Balances by Business, at year end       
Merrill Lynch Global Wealth Management$2,305,664
 $2,102,175
 $2,193,562
 $2,305,664
U.S. Trust446,199
 406,392
 427,294
 446,199
Total client balances$2,751,863
 $2,508,567
 $2,620,856
 $2,751,863
       
Client Balances by Type, at year end       
Assets under management$1,080,747
 $886,148
 $1,021,221
 $1,080,747
Brokerage assets1,125,282
 1,085,826
Assets in custody136,708
 123,066
Brokerage and other assets 1,162,997
 1,261,990
Deposits246,994
 262,530
 268,700
 246,994
Loans and leases (2)
162,132
 150,997
Loans and leases (1)
 167,938
 162,132
Total client balances$2,751,863
 $2,508,567
 $2,620,856
 $2,751,863
       
Assets Under Management Rollforward       
Assets under management, beginning of year$886,148
 $900,863
 $1,080,747
 $886,148
Net client flows (3)
95,707
 30,582
Market valuation/other (1)
98,892
 (45,297)
Net client flows 36,406
 95,707
Market valuation/other
 (95,932) 98,892
Total assets under management, end of year$1,080,747
 $886,148
 $1,021,221

$1,080,747
       
Associates, at year end (4, 5)
   
Associates, at year end (2)
    
Number of financial advisors17,355
 16,820
 17,518
 17,355
Total wealth advisors, including financial advisors19,238
 18,678
 19,459
 19,238
Total primary sales professionals, including financial advisors and wealth advisors20,341
 19,629
 20,556
 20,318
       
Merrill Lynch Global Wealth Management Metric (5)
   
Financial advisor productivity (6) (in thousands)
$1,005
 $974
Merrill Lynch Global Wealth Management Metric    
Financial advisor productivity (3) (in thousands)
 $1,034
 $1,005
       
U.S. Trust Metric, at year end (5)
   
U.S. Trust Metric, at year end    
Primary sales professionals1,714
 1,677
 1,747
 1,714
(1) 
Amounts for 2016 include the results of BofA Global Capital Management, the cash management division of Bank of America, and certain administrative items. Amounts also reflect the sale to a third party of approximately $80 billion of BofA Global Capital Management’s AUM in 2016.
(2)
Includes margin receivables which are classified in customer and other receivables on the Consolidated Balance Sheet.
(3)(2)
For 2016, net client flows included $8.0 billion of net outflows related to BofA Global Capital Management’s AUM that were sold in 2016.
(4)
Includes financial advisors in the Consumer Banking segment of 2,4022,722 and 2,2002,402 at December 31, 20172018 and 2016.2017.
(5)(3)
Associate computation is based on headcount.
(6)
Financial advisor productivity is defined as MLGWM total revenue, excluding the allocation of certain asset and liability management (ALM) activities, divided by the total average number of financial advisors (excluding financial advisors in the Consumer Banking segment).

Client Balances
Bank of America 201734


Client Balances
Client balances managed under advisory and/or discretion of GWIM are AUM and are typically held in diversified portfolios. Fees earned on AUM are calculated as a percentage of clients’ AUM balances. The asset management fees charged to clients per year depend on various factors, but are commonly driven by the breadth
of the client’s relationship and generally range from 50 to 150 bps on their total AUM.relationship. The net client AUM flows represent the net change in clients’ AUM balances over a specified period
of time, excluding market appreciation/depreciation and other adjustments.
Client balances increased $243.3decreased $131.0 billion, or 10five percent, in 20172018 to nearly $2.8$2.6 trillion, primarily due to lower market valuations on AUM and brokerage balances, as measured at December 31, 2017, primarily due to AUM which increased $194.6 billion, or 22 percent, due to2018, partially offset by positive net flows and higher market valuations.flows.

Net Migration Summary
GWIM results are impacted by the net migration of clients and their corresponding deposit, loan and brokerage balances primarily from Consumer Banking, as presented in the table below. Migrations result from the movement of clients between business segments to better align with client needs.
    
Net Migration Summary (1)
   
    
(Dollars in millions)2017 2016
Total deposits, net – from GWIM
$356
 $1,319
Total loans, net – from GWIM
154
 7
Total brokerage, net – from GWIM
266
 1,972
(1)
Migration occurs primarily between GWIM and Consumer Banking.Bank of America 2018 34


Global Banking
            
(Dollars in millions)(Dollars in millions)2017 2016 % Change(Dollars in millions)2018 2017 % Change
Net interest income (FTE basis)$10,504
 $9,471
 11 %
Net interest incomeNet interest income$10,881
 $10,504
 4 %
Noninterest income:Noninterest income:     Noninterest income:     
Service chargesService charges3,125
 3,094
 1
Service charges3,027
 3,125
 (3)
Investment banking feesInvestment banking fees3,471
 2,884
 20
Investment banking fees2,891
 3,471
 (17)
All other incomeAll other income2,899
 2,996
 (3)All other income2,845
 2,899
 (2)
Total noninterest incomeTotal noninterest income9,495
 8,974
 6
Total noninterest income8,763
 9,495
 (8)
Total revenue, net of interest expense (FTE basis)19,999
 18,445
 8
Total revenue, net of interest expenseTotal revenue, net of interest expense19,644
 19,999
 (2)
           
Provision for credit lossesProvision for credit losses212
 883
 (76)Provision for credit losses8
 212
 (96)
Noninterest expenseNoninterest expense8,596
 8,486
 1
Noninterest expense8,591
 8,596
 
Income before income taxes (FTE basis)11,191
 9,076
 23
Income tax expense (FTE basis)4,238
 3,347
 27
Income before income taxesIncome before income taxes11,045
 11,191
 (1)
Income tax expenseIncome tax expense2,872
 4,238
 (32)
Net incomeNet income$6,953
 $5,729
 21
Net income$8,173
 $6,953
 18
           
Net interest yield (FTE basis)2.93% 2.76%  
Effective tax rateEffective tax rate26.0% 37.9%  
     
Net interest yieldNet interest yield2.98
 2.93
  
Return on average allocated capitalReturn on average allocated capital17
 15
  Return on average allocated capital20
 17
  
Efficiency ratio (FTE basis)42.98
 46.01
  
Efficiency ratioEfficiency ratio43.73
 42.98
  
           
Balance Sheet            
       
AverageAverage     Average     
Total loans and leasesTotal loans and leases$346,089
 $333,820
 4 %Total loans and leases$354,236
 $346,089
 2 %
Total earning assetsTotal earning assets358,302
 342,859
 5
Total earning assets364,748
 358,302
 2
Total assetsTotal assets416,038
 396,737
 5
Total assets424,353
 416,038
 2
Total depositsTotal deposits312,859
 304,741
 3
Total deposits336,337
 312,859
 8
Allocated capitalAllocated capital40,000
 37,000
 8
Allocated capital41,000
 40,000
 3
           
Year endYear end     Year end     
Total loans and leasesTotal loans and leases$350,668
 $339,271
 3 %Total loans and leases$365,717
 $350,668
 4 %
Total earning assetsTotal earning assets365,560
 350,110
 4
Total earning assets377,812
 365,560
 3
Total assetsTotal assets424,533
 408,330
 4
Total assets441,477
 424,533
 4
Total depositsTotal deposits329,273
 307,630
 7
Total deposits360,248
 329,273
 9
Global Banking, which includes Global Corporate Banking, Global Commercial Banking, Business Banking and Global Investment Banking, provides a wide range of lending-related products and services, integrated working capital management and treasury solutions, and underwriting and advisory services through our network of offices and client relationship teams. Our lending products and services include commercial loans, leases, commitment facilities, trade finance, commercial real estate lending and asset-based lending. Our treasury solutions business includes treasury management, foreign exchange and short-term investing options. We also provide investment banking products to our clients such as debt and equity underwriting and distribution, and merger-related and other advisory services. Underwriting debt and equity issuances, fixed-income and equity research, and certain market-based activities are executed through our global
broker-dealer affiliates, which are our primary dealers in several countries. Within Global Banking, Global Commercial Banking clients generally include middle-market companies, commercial real estate firms and not-for-profit companies. Global Corporate Banking clients generally include large global corporations, financial institutions and leasing clients. Business Banking clients include mid-sized U.S.-based businesses requiring customized and integrated financial advice and solutions.
Net income for Global Banking increased $1.2 billion to $7.0$8.2 billion in 20172018 compared to 20162017 primarily driven by higher revenuelower income tax expense from the reduction in the federal income tax rate and lower provision for credit losses.losses, partially offset by lower revenue. Noninterest expense was relatively unchanged.
Revenue increased $1.6decreased $355 million to $19.6 billion to $20.0 billion in 2017 compared to 2016 driven by lower noninterest income, partially offset by higher net interest income and noninterest income. Net interest income increased $1.0$377 million to $10.9 billion to $10.5 billionprimarily due to loan and deposit-related growth, higher short-

35Bank of America 2017



term rates on an increased deposit base and the impact of the allocation of ALM activities, partially offset by credit spread compression.higher interest rates, as well as loan and deposit growth. Noninterest income increased $521decreased $732 million to $9.5$8.8 billion largelyprimarily due to higherlower investment banking fees.
The provision for credit losses decreased$671improved $204 million to $212$8 million in 2017 primarily driven by reductions in energy exposures and continued portfolio improvement, partially offset by Global Banking’s portion of a 2017 single-name non-U.S. commercial charge-off. Noninterest expense increased $110 million to $8.6 billioncharge-off and continued improvement in 2017 primarily driven by higher investments in technology and higher deposit insurance, partially offset by lower litigation costs.the commercial portfolio.
The return on average allocated capital was 1720 percent, up from 1517 percent, as higher net income was partially offset by an increased capital allocation. For more information on capital allocated to the business segments, see Business Segment Operations on page 30.
Global Corporate, Global Commercial and Business Banking
Global Corporate, Global Commercial and Business Banking each include Business Lending and Global Transaction Services activities. Business Lending includes various lending-related products and services, and related hedging activities, including commercial loans, leases, commitment facilities, trade finance, real estate lending and asset-based lending. Global Transaction Services includes deposits, treasury management, credit card, foreign exchange and short-term investment products.

35Bank of America 2018






The table below and following discussion present a summary of the results, which exclude certain investment banking activities in Global Banking.
                                
Global Corporate, Global Commercial and Business BankingGlobal Corporate, Global Commercial and Business Banking            Global Corporate, Global Commercial and Business Banking          
               
                Global Corporate Banking Global Commercial Banking Business Banking Total
 Global Corporate Banking Global Commercial Banking Business Banking Total 2018 2017 2018 2017 2018 2017 2018 2017
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016 2017 2016(Dollars in millions)               
RevenueRevenue               Revenue               
Business LendingBusiness Lending$4,387
 $4,285
 $4,280
 $4,139
 $404
 $376
 $9,071
 $8,800
Business Lending$4,122
 $4,387
 $4,039
 $4,280
 $393
 $404
 $8,554
 $9,071
Global Transaction ServicesGlobal Transaction Services3,322
 2,996
 3,017
 2,718
 849
 740
 7,188
 6,454
Global Transaction Services3,656
 3,322
 3,288
 3,017
 973
 849
 7,917
 7,188
Total revenue, net of interest expenseTotal revenue, net of interest expense$7,709
 $7,281
 $7,297
 $6,857
 $1,253
 $1,116
 $16,259
 $15,254
Total revenue, net of interest expense$7,778
 $7,709
 $7,327
 $7,297
 $1,366
 $1,253
 $16,471
 $16,259
                              
Balance Sheet                                
                                
AverageAverage               Average               
Total loans and leasesTotal loans and leases$158,292
 $152,944
 $170,101
 $163,309
 $17,682
 $17,537
 $346,075
 $333,790
Total loans and leases$163,516
 $158,292
 $174,279
 $170,101
 $16,432
 $17,682
 $354,227
 $346,075
Total depositsTotal deposits148,704
 143,233
 127,720
 126,253
 36,435
 35,256
 312,859
 304,742
Total deposits163,559
 148,704
 135,337
 127,720
 37,462
 36,435
 336,358
 312,859
                               
Year endYear end               Year end               
Total loans and leasesTotal loans and leases$163,184
 $152,589
 $169,997
 $168,828
 $17,500
 $17,882
 $350,681
 $339,299
Total loans and leases$174,378
 $163,184
 $175,937
 $169,997
 $15,402
 $17,500
 $365,717
 $350,681
Total depositsTotal deposits155,614
 144,016
 137,538
 128,210
 36,120
 35,409
 329,272
 307,635
Total deposits173,183
 155,614
 149,118
 137,538
 37,973
 36,120
 360,274
 329,272
Business Lending revenue increased $271decreased $517 million in 20172018 compared to 20162017. The decrease was primarily driven by the impact of loantax reform on certain tax-advantaged investments and lease-related growth and the allocation of ALM activities, partially offset by credit spread compression.lower leasing-related revenues.
Global Transaction Services revenue increased $734$729 million to $7.9 billion in 20172018 compared to 20162017 driven by the impact of higher short-term rates on anand increased deposit base, as well as the allocation of ALM activities.deposits.
Average loans and leases increased fourtwo percent in 20172018 compared to 20162017 driven by growth in the commercial and industrial, and leasingcommercial real estate portfolios. Average deposits increased threeeight percent due to growth with newin domestic and existing clients.international interest-bearing balances.
Global Investment Banking
Client teams and product specialists underwrite and distribute debt, equity and loan products, and provide advisory services and tailored risk management solutions. The economics of certain investment banking and underwriting activities are shared primarily between Global Banking originates certain deal-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets under an internal revenue-sharing arrangement.. To provide a complete discussion of our consolidated investment banking fees, the following table
presents total Corporation investment banking Global Banking Global Banking originates certain deal-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets. To provide a complete discussion of our consolidated investment banking fees, the following table presents total Corporation investment banking fees and the portion attributable to Global Banking.and Global Banking originates certain deal-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets. To provide a complete discussion of our consolidated investment banking fees, the following table presents total Corporation investment banking fees and the portion attributable to Global Banking.Global MarketsGlobal Banking originates certain deal-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets. To provide a complete discussion of our consolidated investment banking fees, the following table presents total Corporation investment banking fees and the portion attributable to Global Banking. under an internal revenue-sharing arrangement. Global Banking originates certain deal-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets. To provide a complete discussion of our consolidated investment banking fees, the following table presents total Corporation investment banking fees and the portion attributable to Global Banking.
fees and the portion attributable to Global Banking.
               
Investment Banking FeesInvestment Banking Fees      Investment Banking Fees      
     
Global Banking Total Corporation Global Banking Total Corporation
(Dollars in millions)2017 2016 2017 2016 2018 2017 2018 2017
Products               
Advisory$1,557
 $1,156
 $1,691
 $1,269
 $1,152
 $1,557
 $1,258
 $1,691
Debt issuance1,506
 1,407
 3,635
 3,276
 1,327
 1,506
 3,084
 3,635
Equity issuance408
 321
 940
 864
 412
 408
 1,183
 940
Gross investment banking fees3,471
 2,884
 6,266
 5,409
 2,891
 3,471
 5,525
 6,266
Self-led deals(113) (49) (255) (168) (68) (113) (198) (255)
Total investment banking fees$3,358
 $2,835
 $6,011
 $5,241
 $2,823
 $3,358
 $5,327
 $6,011
Total Corporation investment banking fees, excluding self-led deals, of $6.0$5.3 billion, which are primarily included within Global Banking and Global Markets, increased 15decreased 11 percent in 20172018 compared to 2016 driven by higher2017 primarily due to declines in advisory fees and higher debt and equity issuance fees due to an increase in overall client activity and marketunderwriting, the latter of which was driven by lower fee pools.



  
Bank of America 20172018 36



Global Markets
       
(Dollars in millions)2017 2016 % Change
Net interest income (FTE basis)$3,744
 $4,558
 (18)%
Noninterest income:     
Investment and brokerage services2,049
 2,102
 (3)
Investment banking fees2,476
 2,296
 8
Trading account profits6,710
 6,550
 2
All other income972
 584
 66
Total noninterest income12,207
 11,532
 6
Total revenue, net of interest expense (FTE basis)15,951
 16,090
 (1)
      
Provision for credit losses164
 31
 n/m
Noninterest expense10,731
 10,169
 6
Income before income taxes (FTE basis)5,056
 5,890
 (14)
Income tax expense (FTE basis)1,763
 2,072
 (15)
Net income$3,293
 $3,818
 (14)
      
Return on average allocated capital9% 10%  
Efficiency ratio (FTE basis)67.28
 63.21
  
      
Balance Sheet      
    
Average     
Trading-related assets:     
Trading account securities$216,996
 $185,135
 17 %
Reverse repurchases101,795
 89,715
 13
Securities borrowed82,210
 87,286
 (6)
Derivative assets40,811
 50,769
 (20)
Total trading-related assets (1)
441,812
 412,905
 7
Total loans and leases71,413
 69,641
 3
Total earning assets (1)
449,441
 423,579
 6
Total assets638,674
 585,341
 9
Total deposits32,864
 34,250
 (4)
Allocated capital35,000
 37,000
 (5)
      
Year end     
Total trading-related assets (1)
$419,375
 $380,562
 10 %
Total loans and leases76,778
 72,743
 6
Total earning assets (1)
449,314
 397,022
 13
Total assets629,007
 566,060
 11
Total deposits34,029
 34,927
 (3)
(1)
Trading-related assets include derivative assets, which are considered non-earning assets.
n/m = not meaningful
       
(Dollars in millions)2018 2017 % Change
Net interest income$3,171
 $3,744
 (15)%
Noninterest income:    

Investment and brokerage services1,780
 2,049
 (13)
Investment banking fees2,296
 2,476
 (7)
Trading account profits7,932
 6,710
 18
All other income884
 972
 (9)
Total noninterest income12,892
 12,207
 6
Total revenue, net of interest expense16,063
 15,951
 1
     

Provision for credit losses
 164
 (100)
Noninterest expense10,686
 10,731
 
Income before income taxes5,377
 5,056
 6
Income tax expense1,398
 1,763
 (21)
Net income$3,979
 $3,293
 21
      
Effective tax rate26.0% 34.9%  
      
Return on average allocated capital11
 9
  
Efficiency ratio66.53
 67.27
  
      
Balance Sheet      
    
Average     
Trading-related assets:     
Trading account securities$215,112
 $216,996
 (1)%
Reverse repurchases125,084
 101,795
 23
Securities borrowed78,889
 82,210
 (4)
Derivative assets46,047
 40,811
 13
Total trading-related assets465,132
 441,812
 5
Total loans and leases72,651
 71,413
 2
Total earning assets473,383
 449,441
 5
Total assets666,003
 638,673
 4
Total deposits31,209
 32,864
 (5)
Allocated capital35,000
 35,000
 
      
Year end     
Total trading-related assets$447,998
 $419,375
 7 %
Total loans and leases73,928
 76,778
 (4)
Total earning assets457,224
 449,314
 2
Total assets641,922
 629,013
 2
Total deposits37,841
 34,029
 11
Global Markets offers sales and trading services includingand research services to institutional clients across fixed-income, credit, currency, commodity and equity businesses. Global Markets product coverage includes securities and derivative products in both the primary and secondary markets. Global Markets provides market-making, financing, securities clearing, settlement and custody services globally to our institutional investor clients in support of their investing and trading activities. We also work with our commercial and corporate clients to provide risk management products using interest rate, equity, credit, currency and commodity derivatives, foreign exchange, fixed-income and mortgage-related products. As a result of our market-making activities in these products, we may be required to manage risk in a broad range of financial products including government securities, equity and equity-linked securities, high-grade and high-yield corporate debt securities, syndicated loans, MBS, commodities and asset-backed securities. The economics of certain investment banking and underwriting activities are shared primarily between Global Markets and Global Banking under an internal revenue-sharing arrangement. Global Banking originates certain deal-relateddeal product coverage includes securities and derivative products in both the primary and secondary markets. Global Markets provides market-making, financing, securities clearing, settlement and custody services globally to our institutional investor clients in support of their investing and trading activities. We also work with our commercial and corporate clients to provide risk management products using interest rate, equity, credit, currency and commodity derivatives, foreign exchange, fixed-income and mortgage-related products. As a result of our market-making activities in these products, we may be required to manage risk in a broad range of financial products including government securities, equity and equity-linked securities, high-grade and high-yield corporate debt securities, syndicated loans, MBS, commodities and asset-backed securities. The economics of certain investment banking and underwriting activities are shared primarily between Global Markets and Global Ban
 
-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets. For information on investment banking fees on a consolidated basis, see page 3636.king under an internal revenue-sharing arrangement. Global Banking originates certain deal-related transactions with our corporate and commercial clients that are executed and distributed by Global Markets. For information on investment banking fees on a consolidated basis, see page 36.
Net income for Global Markets decreased $525 increased $686 million to $3.3$4.0 billion in 20172018 compared to 2016.2017. Net DVA losses were $428$162 million compared to losses of $238$428 million in 2016.2017. Excluding net DVA, net income decreased $408increased $544 million to $3.6 billion$4.1 billion. These increases were primarily driven by higher noninterestlower income tax expense lower sales and trading revenue and an increasefrom the reduction in the federal income tax rate, a decrease in the provision for credit losses partially offset byand modestly higher investment banking fees.revenue.
Sales and trading revenue, excluding net DVA, decreased $423increased $19 million primarily due to weaker performance in rates products and emerging markets.higher Equities revenue, largely offset by lower FICC revenue. The provision for credit losses increased $133 million todecreased $164 million reflecting driven by Global Markets’ portion of a single-name non-U.S. commercial charge-off.charge-off in 2017. Noninterest expense increased $562decreased $45 million to $10.7 billion primarily due to higher litigation expense and continued investments in technology.
Average trading-related assets increased $28.9 billion to $441.8 billion in 2017 primarily driven by targeted growth in client financing activities in the global equities business. Year-endlower operating costs.



37Bank of America 20172018

  







trading-relatedAverage total assets increased $38.8$27.3 billion to $419.4$666.0 billion in 2018 primarily driven by increased levels of inventory in FICC to facilitate client demand and growth in Equities derivative client financing activities. Total year-end assets increased $12.9 billion to $641.9 billion at December 31, 2017 driven by additional2018 due to increased levels of inventory in FICC to meet expected client demand as well as targeted growth in client financing activities in the global equities business.FICC.
The return on average allocated capital decreased to ninewas 11 percent, up from 9 percent, reflecting lowerhigher net income, partially offset by a decrease in averageincome. For more information on capital allocated capital.to the business segments, see Business Segment Operations on page 30.
Sales and Trading Revenue
Sales and trading revenue includes unrealized and realized gains and losses on trading and other assets, net interest income, and fees primarily from commissions on equity securities. Sales and trading revenue is segregated into fixed-income (government debt obligations, investment and non-investment grade corporate debt obligations, commercial MBS, residential mortgage-backed securities, collateralized loan obligations, interest rate and credit derivative contracts), currencies (interest rate and foreign exchange contracts), commodities (primarily futures, forwards, swaps and options) and equities (equity-linked derivatives and cash equity activity). The following table and related discussion present sales and trading revenue, substantially all of which is in Global Markets, with the remainder in Global Banking. In addition, the following table and related discussion present sales and trading revenue, excluding the impact of net DVA, which is a non-GAAP financial measure. We believe the use of this non-GAAP financial measure provides additional usefulFor more information to assess the underlying performance of these businesses and to allow better comparison of year-over-year operating performance.on net DVA, see Supplemental Financial Data on page 24.
 
      
Sales and Trading Revenue (1, 2)
   
Sales and Trading Revenue (1, 2)
      
(Dollars in millions)2017 20162018 2017
Sales and trading revenue      
Fixed-income, currencies and commodities$8,665
 $9,373
$8,186
 $8,657
Equities4,112
 4,017
4,876
 4,120
Total sales and trading revenue$12,777
 $13,390
$13,062
 $12,777
      
Sales and trading revenue, excluding net DVA (3)
      
Fixed-income, currencies and commodities$9,059
 $9,611
$8,328
 $9,051
Equities4,146
 4,017
4,896
 4,154
Total sales and trading revenue, excluding net DVA$13,205
 $13,628
$13,224
 $13,205
(1) 
Includes FTE adjustments of $249 million and $236 million for 2018 and $186 million for 2017 and 2016. For more information on sales and trading revenue, see Note 23 – Derivatives to the Consolidated Financial Statements.
(2) 
Includes Global Banking sales and trading revenue of $430 million and $236 million for 2018 and $406 million for 2017 and 2016.
(3) 
FICC and Equities sales and trading revenue, excluding net DVA, is a non-GAAP financial measure. FICC net DVA losses were $142 million and $394 million for 2018 and $238 million for 2017 and 2016. Equities net DVA losses were $20 million and $34 million for 2018 and $0 for 2017 and 2016.
The following explanations for year-over-year changes in sales and trading, FICC and Equities revenue exclude net DVA, but would be the same ifwhether net DVA was included.included or excluded. FICC revenue excluding net DVA, decreased $552$723 million from 2016in 2018 primarily due to lower revenueactivity and a less favorable market in rates products and emerging markets as lower volatility led to reduced client flow.credit-related products. The decline in FICC revenue was also impacted by higher funding costs, which were driven by increases in market interest rates. Equities revenue excluding net DVA, increased $129$742 million from 2016 due to higher revenue from the growthin 2018 driven by strength in client financing activities which was partially offset by lower revenue in cash and derivative trading due to lower levels of volatility and client activity. derivatives.
All Other
       
(Dollars in millions)2017 2016 % Change
Net interest income (FTE basis)$864
 $918
 (6)%
Noninterest income:     
Card income69
 189
 (63)
Mortgage banking income (loss)(263) 889
 (130)
Gains on sales of debt securities255
 490
 (48)
All other loss(1,709) (1,801) (5)
Total noninterest income (loss)(1,648) (233) n/m
Total revenue, net of interest expense (FTE basis)(784) 685
 n/m
      
Provision for credit losses(561) (100) n/m
Noninterest expense4,065
 5,599
 (27)
Loss before income taxes (FTE basis)(4,288) (4,814) (11)
Income tax expense (benefit) (FTE basis)(979) (3,142) (69)
Net loss$(3,309) $(1,672) 98
       
Balance Sheet (1)
      
       
Average      
Total loans and leases$82,489
 $108,735
 (24)%
Total assets (1)
206,998
 248,287
 (17)
Total deposits25,194
 27,494
 (8)
       
Year end      
Total loans and leases (2)
$69,452
 $96,713
 (28)%
Total assets (1)
194,048
 212,413
 (9)
Total deposits22,719
 23,061
 (1)
       
(Dollars in millions)2018 2017 % Change
Net interest income$573
 $864
 (34)%
Noninterest income (loss)(1,284) (1,648) (22)
Total revenue, net of interest expense(711) (784) (9)
      
Provision for credit losses(476) (561) (15)
Noninterest expense2,614
 4,065
 (36)
Loss before income taxes(2,849) (4,288) (34)
Income tax benefit(2,736) (979) n/m
Net loss$(113) $(3,309) (97)
       
Balance Sheet      
     
Average      
Total loans and leases$61,013
 $82,489
 (26)%
Total assets (1)
201,298
 206,999
 (3)
Total deposits21,966
 25,194
 (13)
       
Year end      
Total loans and leases$48,061
 $69,452
 (31)%
Total assets (1)
196,325
 194,042
 1
Total deposits18,541
 22,719
 (18)
(1) 
In segments where the total of liabilities and equity exceeds assets, which are generally deposit-taking segments, we allocate assets from All Other to those segments to match liabilities (i.e., deposits) and allocated shareholders’ equity. AllocatedAverage allocated assets were $517.0 billion and $515.6 billion for 2018 and $500.0 billion for 2017 and 2016, and year-end allocated assets were $540.8 billion and $520.4 billion and $518.7 billion at December 31, 20172018 and 20162017.
(2)
Included $9.2 billion of non-U.S. credit card loans at December 31, 2016, which were included in assets of business held for sale on the Consolidated Balance Sheet. In 2017, the Corporation sold its non-U.S. consumer credit card business.
n/m = not meaningful

Bank of America 201738


All Other consists of ALM activities, equity investments, non-core mortgage loans and servicing activities, the net impact of periodic revisions to the MSR valuation model for both core and non-core MSRs and the related economic hedge results, and ineffectiveness, liquidating businesses and residual expense allocations. ALM activities encompass certain residential mortgages, debt securities, interest rate and foreign currency risk management activities, the impact of certain
allocation methodologies and accounting hedge ineffectiveness. The results of certain ALM activities are allocated to our business segments. For more information on our ALM activities, see Note 23 – Business Segment Information to the Consolidated Financial Statements. Equity investments include our merchant services joint venture as well as Global Principal Investments which is comprised of a portfolio of equity, real estate and other alternative investments. For more information on our merchant services joint

Bank of America 2018 38


venture, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements. Income tax is generally recorded in the business segments at the statutory rate; the initial impact of the Tax Act was recorded in All Other.
In 2017, the Corporation sold its non-U.S. consumer credit card business. For more information on the sale, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
The Corporation classifies consumer real estate loans as core or non-core based on loan and customer characteristics such as origination date, product type, LTV, FICO score and delinquency status.characteristics. For more information on the core and non-core portfolios, see Consumer Portfolio Credit Risk Management on page 54.51. Residential mortgage loans that are held for ALM purposes, including interest rate or liquidity risk management, are classified as core and are presented on the balance sheet of All Other. For more information on our interest rate and liquidity risk management activities, see Liquidity Risk on page 49 and Interest Rate Risk Management for the Banking Book on page 81. During 2017,2018, residential mortgage loans held for ALM activities decreased $6.1$3.6 billion to $28.5$24.9 billion at December 31, 20172018 primarily as a result of payoffs and paydowns outpacing new originations.paydowns. Non-core residential mortgage and home equity loans, which are principally run-offrunoff portfolios, including certain loans accounted for under the fair value option and MSRs pertaining to non-core loans serviced for others, are also held in All Other. During 2017,2018, total non-core loans decreased $11.8$17.8 billion to $41.3$23.5 billion at December 31, 20172018 due primarily to payoffs and paydowns,loan sales of $10.8 billion, as well as loan sales.payoffs and paydowns.
The net loss for All Other increased $1.6 improved $3.2 billion to a net loss of $3.3 billion,$113 million, driven by an estimateda charge of $2.9 billion in 2017 due to enactment of the Tax Act. For more information, see Financial Highlights on page 21. The pre-taxpretax loss for 20172018 compared to 20162017 decreased $526 million reflecting lower noninterest expense and a larger benefit in the provision for credit losses, partially offset by a decline in revenue.
Revenue declined $1.5$1.4 billion primarily due to lower mortgage banking income. Mortgage banking income declined $1.2 billionnoninterest expense.
Revenue increased $73 million to a loss of $711 million primarily due to less favorable valuations on MSRs, netgains of related hedges, and an increase in the provision for representations and warranties. All other noninterest loss decreased marginally and included a pre-tax gain of $793$731 million onfrom the sale of consumer real estate loans, primarily non-core, offset by a $729 million charge related to the non-
U.S. credit card business andredemption of certain trust preferred securities in 2018. Results for 2017 included a downward valuation adjustment of $946 million on tax-advantaged energy investments in connection with the Tax Act. Gains on salesAct and a pretax gain of loans included$793 million recognized in all other loss, including nonperforming and other delinquent loans, were $134 million compared to gains of $232 million in the same period in 2016.
The benefit in the provision for credit losses increased $461 million to a benefit of $561 million primarily driven by continued runoff of the non-core portfolio, loan sale recoveries andconnection with the sale of the non-U.S. consumer credit card business.business in 2017.
Noninterest expense decreased $1.5 billion to $4.1$2.6 billion driven byprimarily due to lower litigation expense, lower personnel expense and a decline in non-core mortgage servicing costs partially offset byand reduced operational costs from the sale of the non-U.S. consumer credit card business. Also, the prior-year period included a $316 million impairment charge related to certain data centers in the process of being sold.centers.
The income tax benefit was $1.0$2.7 billion in 20172018 compared to a benefit of $3.1$1.0 billion in 2016.2017. The decreaseincrease in the tax benefit was primarily driven by thea charge of $1.9 billion in 2017 related to impacts of the Tax Act including an estimated income tax expense of $1.9 billion related primarily to afor the lower valuation of certain deferred tax assets and liabilities. Both periods includeincluded income tax benefit adjustments to eliminate the FTE treatment of certain tax credits recorded in Global Banking.
Off-Balance Sheet Arrangements and Contractual Obligations
We have contractual obligations to make future payments on debt and lease agreements. Additionally, in the normal course of business, we enter into contractual arrangements whereby we commit to future purchases of products or services from unaffiliated parties. Purchase obligations are defined as obligations that are legally binding agreements whereby we agree to purchase products or services with a specific minimum quantity at a fixed, minimum or variable price over a specified period of time. Included in purchase obligations are vendor contracts, the most significant of which include communication services, processing services and software contracts. Debt, lease and other obligations are more fully discussed in Note 11 – Long-term Debt and Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
Other long-term liabilities include our contractual funding obligations related to the Qualified Pension Plan, Non-U.S. Pension Plans and Nonqualified and Other Pension Plans and Postretirement Health and Life Plans (collectively,(together, the Plans). Obligations to the Plans are based on the current and projected obligations of the Plans, performance of the Plans’ assets, and any participant contributions, if applicable. During 20172018 and 2016,2017, we contributed $514$156 million and $256$514 million to the Plans, and we expect to make $128$127 million of contributions during 2018.2019. The Plans are more fully discussed in Note 17 – Employee Benefit Plans to the Consolidated Financial Statements.
We enter into commitments to extend credit such as loan commitments, standby letters of credit (SBLCs) and commercial letters of credit to meet the financing needs of our customers. For a summary of the total unfunded, or off-balance sheet, credit extension commitment amounts by expiration date, see Credit Extension Commitments in Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.


39Bank of America 2017



We also utilize variable interest entities (VIEs) in the ordinary course of business to support our financing and investing needs as well as those of our customers. For more information on our involvement with unconsolidated VIEs, see Note 7 – Securitizations and Other Variable Interest Entities to the Consolidated Financial Statements.
Table 1112 includes certain contractual obligations at December 31, 20172018 and 2016.2017.
                        
Table 11Contractual Obligations    
Table 12Contractual Obligations       
                        
 December 31, 2017 December 31
2016
 December 31, 2018 December 31
2017
(Dollars in millions)(Dollars in millions)Due in One
Year or Less
 Due After
One Year Through
Three Years
 Due After
Three Years Through
Five Years
 Due After
Five Years
 Total Total(Dollars in millions)Due in One
Year or Less
 Due After
One Year Through
Three Years
 Due After
Three Years Through
Five Years
 Due After
Five Years
 Total Total
Long-term debtLong-term debt$42,057
 $42,145
 $30,879
 $112,321
 $227,402
 $216,823
Long-term debt$37,975
 $43,685
 $41,603
 $106,077
 $229,340
 $227,402
Operating lease obligationsOperating lease obligations2,256
 4,072
 3,023
 5,169
 14,520
 13,620
Operating lease obligations2,370
 4,197
 3,043
 6,160
 15,770
 14,520
Purchase obligationsPurchase obligations1,317
 1,426
 458
 1,018
 4,219
 5,742
Purchase obligations1,288
 1,162
 507
 1,091
 4,048
 4,219
Time depositsTime deposits61,038
 4,990
 1,543
 273
 67,844
 74,944
Time deposits53,482
 5,477
 1,473
 607
 61,039
 67,844
Other long-term liabilitiesOther long-term liabilities1,681
 1,234
 862
 1,195
 4,972
 4,567
Other long-term liabilities1,611
 1,049
 729
 544
 3,933
 4,972
Estimated interest expense on long-term debt and time deposits (1)
Estimated interest expense on long-term debt and time deposits (1)
5,590
 8,796
 6,909
 27,828
 49,123
 39,447
Estimated interest expense on long-term debt and time deposits (1)
6,795
 10,778
 8,407
 30,872
 56,852
 49,123
Total contractual obligationsTotal contractual obligations$113,939
 $62,663
 $43,674
 $147,804
 $368,080
 $355,143
Total contractual obligations$103,521
 $66,348
 $55,762
 $145,351
 $370,982
 $368,080
(1) 
Represents forecasted net interest expense on long-term debt and time deposits based on interest rates at December 31, 2018 and 2017. Forecasts are based on the contractual maturity dates of each liability, and are net of derivative hedges, where applicable.

39Bank of America 2018






Representations and Warranties Obligations
For backgroundmore information on representations and warranties see Note 7 – Representations and Warranties Obligations and Corporate Guarantees to the Consolidated Financial Statements. Breaches of representations and warranties madeobligations in connection with the sale of mortgage loans, have resulted insee Note 12 – Commitments and may continue to result in the requirement to repurchase mortgage loans or to otherwise make whole or provide other remedies to investors, securitization trusts, guarantors, insurers or other parties (collectively, repurchases).
At December 31, 2017 and 2016, we had $17.6 billion and $18.3 billion of unresolved repurchase claims, predominately related to subprime and pay option first-lien loans and home equity loans originated primarily between 2004 and 2008.
In addition to unresolved repurchase claims, we have received notifications indicating that we may have indemnity obligations with respect to specific loans for which we have not received a repurchase request. These notifications were received prior to 2015, and totaled $1.3 billion at both December 31, 2017 and 2016. During 2017, we reached agreements with certain parties requesting indemnity. One such agreement is subject to acceptance by a securitization trustee. The impact of these agreements is included in the provision and reserve for representations and warranties.
The reserve for representations and warranties and corporate guarantees is included in accrued expenses and other liabilities on the Consolidated Balance Sheet and the related provision is included in mortgage banking income. At December 31, 2017 and 2016, the reserve for representations and warranties was $1.9 billion and $2.3 billion. The representations and warranties provision was $393 million for 2017 compared to $106 million for 2016 with the increase resulting from settlements or advanced negotiations with certain counterparties where we believe we will reach settlements on several outstanding legacy matters.
In addition, we currently estimate that the range of possible loss for representations and warranties exposures could be up to $1 billion over existing accruals at December 31, 2017. This estimate is lower than the estimate at December 31, 2016 due
to recent reductions in risk as we reach settlements with counterparties. The estimated range of possible loss represents
a reasonably possible loss, but does not represent a probable loss, and is based on currently available information, significant judgment and a number of assumptions that are subject to change.
Future provisions and/or ranges of possible loss associated with obligations under representations and warranties may be significantly impacted if future experiences are different from historical experience or our understandings, interpretations or assumptions. Adverse developments with respect to one or more of the assumptions underlying the reserve for representations and warranties and the corresponding estimated range of possible loss, such as counterparties successfully challenging or avoiding the application of the relevant statute of limitations, could result in significant increases to future provisions and/or the estimated range of possible loss. For more information on representations and warranties, see Note 7 – Representations and Warranties Obligations and Corporate GuaranteesContingencies to the Consolidated Financial Statements and, forStatements. For more information related to the sensitivity of the assumptions used to estimate our liabilityreserve for representations and warranties, see Complex Accounting Estimates – Representations and Warranties Liability on page 86.79.
Other Mortgage-related Matters
We continue to be subject to mortgage-related litigation and disputes, as well as governmental and regulatory scrutiny and investigations, related to our past and current origination, servicing, transfer of servicing and servicing rights, servicing compliance obligations, foreclosure activities, indemnification obligations, and mortgage insurance and captive reinsurance practices with mortgage insurers. The ongoing environment of regulatory scrutiny, heightened regulatory compliance obligations, and enhanced regulatory enforcement, combined with ongoing uncertainty related to the continuing evolution of the regulatory environment, has resulted in increased operational and compliance costs and may limit our ability to continue providing certain products and services. For more information on management’s estimate of the aggregate range of possible loss for certain litigation matters and on regulatory investigations, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.


Bank of America 201740


Managing Risk
Overview
Risk is inherent in all our business activities. Sound risk management enables us to serve our customers and deliver for our shareholders. If not managed well, risks can result in financial loss, regulatory sanctions and penalties, and damage to our reputation, each of which may adversely impact our ability to execute our business strategies. We take a comprehensive approach to risk management with a defined Risk Framework and an articulated Risk Appetite Statement which are approved annually by the Enterprise Risk Committee (ERC) and the Board.
The seven key types of risk faced by the Corporation are strategic, credit, market, liquidity, compliance, operational and reputational risks.reputational.
Strategic risk is the risk resulting from incorrect assumptions about external or internal factors, inappropriate business plans, ineffective business strategy execution, or failure to respond in a timely manner to changes in the regulatory, macroeconomic or competitive environments in the geographic locations in which we operate.
Credit risk is the risk of loss arising from the inability or failure of a borrower or counterparty to meet its obligations.
Market risk is the risk that changes in market conditions may adversely impact the value of assets or liabilities, or otherwise negatively impact earnings.
Liquidity risk is the inability to meet expected or unexpected cash flow and collateral needs while continuing to support our businesses and customers under a range of economic conditions.
Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to the reputation of the Corporation arising from the failure of the Corporation to comply with the requirements of applicable laws, rules and regulations and related self-regulatory organizations’ standardsour internal policies and codes of conduct.procedures.
Operational risk is the risk of loss resulting from inadequate or failed internal processes, people and systems, or from external events.
Reputational risk is the risk that negative perceptions of the Corporation’s conduct or business practices may adversely impact its profitability or operations.
The following sections address in more detail the specific procedures, measures and analyses of the major categories of risk. This discussion of managing risk focuses on the current Risk Framework that, as part of its annual review process, was approved by the ERC and the Board.
As set forth in our Risk Framework, a culture of managing risk well is fundamental to fulfilling our purpose and our values and operating principles.delivering responsible growth. It requires us to focus on risk in all activities and encourages the necessary mindset and behavior to enable effective risk management, and promotes sound risk-taking
within our risk appetite. Sustaining a culture of managing risk well throughout the organization is critical to our success and is a clear expectation of our executive management team and the Board.
Our Risk Framework serves as the foundation for the consistent and effective management of risks facing the Corporation. The
Risk Framework sets forth clear roles, responsibilities and accountability for the management of risk and provides a blueprint for how the Board, through delegation of authority to committees and executive officers, establishes risk appetite and associated limits for our activities.
Executive management assesses, with Board oversight, the risk-adjusted returns of each business. Management reviews and approves the strategic and financial operating plans, as well as the capital plan and Risk Appetite Statement, and recommends them annually to the Board for approval. Our strategic plan takes into consideration return objectives and financial resources, which must align with risk capacity and risk appetite. Management sets financial objectives for each business by allocating capital and setting a target for return on capital for each business. Capital allocations and operating limits are regularly evaluated as part of our overall governance processes as the businesses and the economic environment in which we operate continue to evolve. For more information regarding capital allocations,see Business Segment Operationsonpage 30.
The Corporation’s risk appetite indicates the amount of capital, earnings or liquidity we are willing to put at risk to achieve our strategic objectives and business plans, consistent with applicable regulatory requirements. Our risk appetite provides a common and comparable set of measures for senior management and the Board to clearly indicate our aggregate level of risk and to monitor whether the Corporation’s risk profile remains in alignment with our strategic and capital plans. Our risk appetite is formally articulated in the Risk Appetite Statement, which includes both qualitative components and quantitative limits.
For a more detailed discussion of our risk management activities, see the discussion below and pages 44 through 84.
Our overall capacity to take risk is limited; therefore, we prioritize the risks we take in order to maintain a strong and flexible financial
position so we can withstand challenging economic conditions and take advantage of organic growth opportunities. Therefore, we set objectives and targets for capital and liquidity that are intended to permit us to continue to operate in a safe and sound manner, including during periods of stress.
Our lines of business operate with risk limits (which may include credit, market and/or operational limits, as applicable) that are based onalign with the amount of capital, earnings or liquidity we are willing to put atCorporation’s risk to achieve our strategic objectives and business plans.appetite. Executive management is responsible for tracking and reporting performance measurements as well as any exceptions to guidelines or limits. The Board, and its committees when appropriate, oversees financial performance, execution of the strategic and financial operating plans, adherence to risk appetite limits and the adequacy of internal controls.
For a more detailed discussion of our risk management activities, see the discussion below and pages 43 through 77.
Risk Management Governance
The Risk Framework describes delegations of authority whereby the Board and its committees may delegate authority to management-level committees or executive officers. Such delegations may authorize certain decision-making and approval functions, which may be evidenced in, for example, committee charters, job descriptions, meeting minutes and resolutions.



41Bank of America 20172018 40




The chart below illustrates the inter-relationship among the Board, Board committees and management committees that have the majority of risk oversight responsibilities for the Corporation.
managingrisk4q18.jpg
(1) This presentation does not include committees for other legal entities.
(2) Reports to the CEO and CFO with oversight by the Audit Committee.
Board of Directors and Board Committees
The Board is comprisedcomposed of 1516 directors, all but one of whom are independent. The Board authorizes management to maintain an effective Risk Framework, and oversees compliance with safe and sound banking practices. In addition, the Board or its committees conduct inquiries of, and receive reports from management on risk-related matters to assess scope or resource limitations that could impede the ability of independent risk managementIndependent Risk Management (IRM) and/or Corporate Audit to execute its responsibilities. The Board committees discussed below have the principal responsibility for enterprise-wide oversight of our risk management activities. Through these activities, the Board and applicable committees are provided with information on our risk profile and oversee executive management addressing key risks we face. Other Board committees, as described below, provide additional oversight of specific risks.
Each of the committees shown on the above chart regularly reports to the Board on risk-related matters within the committee’s responsibilities, which is intended to collectively provide the Board with integrated insight about our management of enterprise-wide risks.
Audit Committee
The Audit Committee oversees the qualifications, performance and independence of the Independent Registered Public Accounting Firm, the performance of our corporate audit function, the integrity of our consolidated financial statements, our compliance with legal and regulatory requirements, and makes inquiries of management or the Corporate General Auditor (CGA) to determine whether there are scope or resource limitations that impede the ability of Corporate Audit to execute its responsibilities. The Audit Committee is also responsible for overseeing compliance risk pursuant to the New York Stock Exchange listing standards.
Enterprise Risk Committee
The ERC has primary responsibility for oversight of the Risk Framework and key risks we face.face and of the Corporation’s overall risk appetite. It approves the Risk Framework
and the Risk Appetite Statement and further recommends these documents to the Board for approval. The ERC oversees senior management’s
responsibilities for the identification, measurement, monitoring and control of key risks we face. The ERC may consult with other Board committees on risk-related matters.
Other Board Committees
Our Corporate Governance Committee oversees our Board’s governance processes, identifies and reviews the qualifications of potential Board members, recommends nominees for election to our Board, recommends committee appointments for Board approval and reviews our Environmental, Social and Government (ESG)Governance and stockholder engagement activities.
Our Compensation and Benefits Committee oversees establishing, maintaining and administering our compensation programs and employee benefit plans, including approving and recommending our Chief Executive Officer’s (CEO) compensation to our Board for further approval by all independent directors, and reviewing and approving all of our executive officers’ compensation, as well as compensation for non-management directors.
Management Committees
Management committees may receive their authority from the Board, a Board committee, another management committee or from one or more executive officers. Our primary management-level risk committee is the Management Risk Committee (MRC). Subject to Board oversight, the MRC is responsible for management oversight of key risks facing the Corporation. The MRC providesThis includes providing management oversight of our compliance and operational risk programs, balance sheet and capital management, funding activities and other liquidity activities, stress testing, trading activities, recovery and resolution planning, model risk, subsidiary governance and activities between member banks and their nonbank affiliates pursuant to Federal Reserve rules and regulations, among other things.


Bank of America 201742


Lines of Defense
We have clear ownership and accountability across three lines of defense: Front Line Units (FLUs), IRM and Corporate Audit. We also have control functions outside of FLUs and IRM (e.g., Legal and Global Human Resources). The three lines of defense are

41Bank of America 2018






integrated into our management-level governance structure. Each of these functional roles is described in more detail below.
Executive Officers
Executive officers lead various functions representing the functional roles. Authority for functional roles may be delegated to executive officers from the Board, Board committees or management-level committees. Executive officers, in turn, may further delegate responsibilities, as appropriate, to management-level committees, management routines or individuals. Executive officers review our activities for consistency with our Risk Framework, Risk Appetite Statement and applicable strategic, capital and financial operating plans, as well as applicable policies, standards, procedures and processes. Executive officers and other employees make decisions individually on a day-to-day basis, consistent with the authority they have been delegated. Executive officers and other employees may also serve on committees and participate in committee decisions.
Front Line Units
FLUs, which include the lines of business as well as the Global Technology and Operations Group, and are responsible for appropriately assessing and effectively managing all of the risks associated with their activities.
Three organizational units that include FLU activities and control function activities, but are not part of IRM are the Chief Financial Officer (CFO) Group, Global Marketing and Corporate Affairs (GM&CA) and the Chief Administrative Officer (CAO) Group.
Independent Risk Management
IRM is part of our control functions and includes Global Risk Management and Global Compliance.Compliance and Operational Risk. We have other control functions that are not part of IRM (other control functions may also provide oversight to FLU activities), including Legal, Global Human Resources and certain activities within the CAO Group, CFO Group and GM&CA. IRM, led by the Chief Risk Officer (CRO), is responsible for independently assessing and overseeing risks within FLUs and other control functions. IRM establishes written enterprise policies and procedures that include concentration risk limits, where appropriate. Such policies and procedures outline how aggregate risks are identified, measured, monitored and controlled.
The CRO has the stature, authority and independence to develop and implement a meaningful risk management framework. The CRO has unrestricted access to the Board and reports directly to both the ERC and to the CEO. Global Risk Management is organized into horizontal risk teams, FLUfront line unit risk teams and control function risk teams that work collaboratively in executing their respective duties.
Within IRM, Global Compliance independently assesses compliance risk, and evaluates adherence to applicable laws, rules and regulations, including identifying compliance issues and risks, performing monitoring and testing, and reporting on the state of compliance activities across the Corporation. Additionally, Global Compliance works with FLUs and control functions so that day-to-day activities operate in a compliant manner.
Corporate Audit
Corporate Audit and the CGA maintain their independence from the FLUs, IRM and other control functions by reporting directly to the Audit Committee or the Board. The CGA administratively reports to the CEO. Corporate Audit provides independent assessment and validation through testing of key processes and controls across the Corporation. Corporate Audit includes Credit Review which periodically tests and examines credit portfolios and processes.
Risk Management Processes
The Risk Framework requires that strong risk management practices are integrated in key strategic, capital and financial planning processes and in day-to-day business processes across
the Corporation, with a goal of ensuring risks are appropriately considered, evaluated and responded to in a timely manner.
We employ aour risk management process, referred to as Identify, Measure, Monitor and Control, as part of our daily activities.
Identify – To be effectively managed, risks must be clearly defined and proactively identified. Proper risk identification focuses on recognizing and understanding key risks inherent in our business activities or key risks that may arise from external factors. Each employee is expected to identify and escalate risks promptly. Risk identification is an ongoing process, incorporating input from FLUs and control functions, designed to be forward looking and capture relevant risk factors across all of our lines of business.
Measure –Once a risk is identified, it must be prioritized and accurately measured through a systematic risk quantification process including quantitative and qualitative components. Risk is measured at various levels including, but not limited to, risk type, FLU, legal entity and on an aggregate basis. This risk quantification process helps to capture changes in our risk profile due to changes in strategic direction, concentrations, portfolio quality and the overall economic environment. Senior management considers how risk exposures might evolve under a variety of stress scenarios.
Monitor –We monitor risk levels regularly to track adherence to risk appetite, policies, standards, procedures and processes. We also regularly update risk assessments and review risk exposures. Through our monitoring, we can determine our level of risk relative to limits and can take action in a timely manner. We also can determine when risk limits are breached and have processes to appropriately report and escalate exceptions. This includes requests for approval to managers and alerts to executive management, management-level committees or the Board (directly or through an appropriate committee).
Control –We establish and communicate risk limits and controls through policies, standards, procedures and processes that define the responsibilities and authority for risk-taking. The limits and controls can be adjusted by the Board or management when conditions or risk tolerances warrant. These limits may be absolute (e.g., loan amount, trading volume) or relative (e.g., percentage of loan book in higher-risk categories). Our lines of business are held accountable to perform within the established limits.

43Bank of America 2017



The formal processes used to manage risk represent a part of our overall risk management process. We instill a strong and comprehensive culture of managing risk well through communications, training, policies, procedures and organizational roles and responsibilities. Establishing a culture reflective of our purpose to help make our customers’ financial lives better and delivering our responsible growth strategy are also critical to effective risk management. We understand that improper actions, behaviors or practices that are illegal, unethical or contrary to our core values could result in harm to the Corporation, our shareholders or our customers, damage the integrity of the financial markets, or negatively impact our reputation, and have established protocols and structures so that such conduct risk is governed and reported across the Corporation. Specifically,our Code of Conduct provides a framework for all of our employees to conduct themselves with the highest integrity. Additionally, we continue to strengthen the link between the employee performance management process and individual compensation to encourage employees to work toward enterprise-wide risk goals.

Bank of America 2018 42


Corporation-wide Stress Testing
Integral to our Capital Planning, Financial Planning and Strategic Planning processes, we conduct capital scenario management and stress forecasting on a periodic basis to better understand balance sheet, earnings and capital sensitivities to certain economic and business scenarios, including economic and market conditions that are more severe than anticipated. These stress forecasts provide an understanding of the potential impacts from our risk profile on the balance sheet, earnings and capital, and serve as a key component of our capital and risk management practices. The intent of stress testing is to develop a comprehensive understanding of potential impacts of on- and off-balance sheet risks at the Corporation and how they impact financial resiliency, which provides confidence to management, regulators and our investors.
Contingency Planning
We have developed and maintain contingency plans that are designed to prepare us in advance to respond in the event of potential adverse economic, financial or market stress. These contingency plans include our Capital Contingency Plan and Financial Contingency Funding Plan and Recovery Plan, which provide monitoring, escalation, actions and routines designed to enable us to increase capital, access funding sources and reduce risk through consideration of potential options that include asset sales, business sales, capital or debt issuances, or other de-risking strategies. We also maintain a Resolution Plan to limit adverse systemic impacts that could be associated with a potential resolution of Bank of America.
Strategic Risk Management
Strategic risk is embedded in every business and is one of the major risk categories along with credit, market, liquidity, compliance, operational and reputational risks. This risk results from incorrect assumptions about external or internal factors, inappropriate business plans, ineffective business strategy execution, or failure to respond in a timely manner to changes in the regulatory, macroeconomic or competitive environments, in the geographic locations in which we operate, such as competitor actions, changing customer preferences, product obsolescence and technology developments. Our strategic plan is consistent with our risk appetite, capital plan and liquidity requirements, and specifically addresses strategic risks.
On an annual basis, the Board reviews and approves the strategic plan, capital plan, financial operating plan and Risk Appetite Statement. With oversight by the Board, executive management directs the lines of business to execute our strategic plan consistent with our core operating principles and risk appetite. The executive management team monitors business performance throughout the year and provides the Board with regular progress reports on whether strategic objectives and timelines are being met, including reports on strategic risks and if additional or alternative actions need to be considered or implemented. The regular executive reviews focus on assessing forecasted earnings and returns on capital, the current risk profile, current capital and liquidity requirements, staffing levels and changes required to support the strategic plan, stress testing results, and other qualitative factors such as market growth rates and peer analysis.
Significant strategic actions, such as capital actions, material acquisitions or divestitures, and resolution plans are reviewed and approved by the Board. At the business level, processes are in place to discuss the strategic risk implications of new, expanded or modified businesses, products or services and other strategic initiatives, and to provide formal review and approval where
required. With oversight by the Board and the ERC, executive management performs similar analyses throughout the year, and evaluates changes to the financial forecast or the risk, capital or liquidity positions as deemed appropriate to balance and optimize achieving the targeted risk appetite, shareholder returns and maintaining the targeted financial strength. Proprietary models are used to measure the capital requirements for credit, country, market, operational and strategic risks. The allocated capital assigned to each business is based on its unique risk profile. With oversight by the Board, executive management assesses the risk-adjusted returns of each business in approving strategic and financial operating plans. The businesses use allocated capital to define business strategies, and price products and transactions.



Bank of America 201744


Capital Management
The Corporation manages its capital position so that its capital is more than adequate to support its business activities and to maintain capital,aligns with risk, and risk appetite commensurate with one another.and strategic planning. Additionally, we seek to maintain safety and soundness at all times, even under adverse scenarios, take advantage of organic growth opportunities, meet obligations to creditors and counterparties, maintain ready access to financial markets, continue to serve as a credit intermediary, remain a source of strength for our subsidiaries, and satisfy current and future regulatory capital requirements. Capital management is integrated into our risk and governance processes, as capital is a key consideration in the development of our strategic plan, risk appetite and risk limits.
We conduct an Internal Capital Adequacy Assessment Process (ICAAP) on a periodic basis. The ICAAP is a forward-looking assessment of our projected capital needs and resources, incorporating earnings, balance sheet and risk forecasts under baseline and adverse economic and market conditions. We utilize periodic stress tests to assess the potential impacts to our balance sheet, earnings, regulatory capital and liquidity under a variety of stress scenarios. We perform qualitative risk assessments to identify and assess material risks not fully captured in our forecasts or stress tests. We assess the potential capital impacts of proposed changes to regulatory capital requirements. Management assesses ICAAP results and provides documented quarterly assessments of the adequacy of our capital guidelines and capital position to the Board or its committees.
We periodically review capital allocated to our businesses and allocate capital annually during the strategic and capital planning processes. For moreadditional information, see Business Segment Operations on page 30.
CCAR and Capital Planning
The Federal Reserve requires BHCs to submit a capital plan and requests for capital actions on an annual basis, consistent with the rules governing the CCAR capital plan.
On June 28, 2017,2018, following the Federal Reserve’s non-objection to our 20172018 CCAR capital plan, the Board authorized the repurchase of $12.0approximately $20.6 billion in common stock from July 1, 20172018 through June 30, 2018, plus2019, which includes approximately $600 million in repurchases expected to be approximately $900 million to offset the effect ofshares awarded under equity-based compensation plans during the same period. On December 5, 2017, following approval byIn addition to the Federal Reserve,previously announced repurchases associated with the Board authorized the2018 CCAR capital plan, on February 7, 2019, we announced a plan to repurchase of an additional $5.0$2.5 billion of common stock through June 30, 2018. The common stock repurchase authorizations include both common stock and warrants. 2019, which was approved by the Federal Reserve.
During 2017,2018, pursuant to the Board’s authorizations, including those related to our 20162017 CCAR capital plan that expired June 30, 2017,2018, we repurchased $12.8$20.1 billion of common stock, which includes common stock repurchases to offset equity-based

43Bank of America 2018






compensation awards. At December 31, 2017,2018, our remaining stock repurchase authorization was $10.1$10.3 billion.
The timing and amount of commonOur stock repurchases will beare subject to various factors, including the Corporation’s capital position, liquidity, financial performance and alternative uses of capital, stock trading price and general market conditions, and may be suspended at any time. The common stock repurchases may be effected through open market purchases or privately negotiated transactions, including repurchase plans that satisfy the conditions of Rule 10b5-1 of the Securities Exchange Act of 1934.1934, as amended. As a “well-capitalized” BHC, we may notify the Federal Reserve of our intention to make additional capital distributions not to exceed 0.25 percent of Tier 1 capital, and which were not
contemplated in our capital plan, subject to the Federal Reserve’s non-objection.
Regulatory Capital
As a financial services holding company, we are subject to regulatory capital rules, including Basel 3, issued by U.S. banking regulators includingregulators. Basel 3 which includes certain transition provisions through January 1, 2019. The Corporation and its primary affiliated banking entity, BANA, are Basel 3 Advanced approaches institutions.
Basel 3 Overview
Basel 3 updated the composition of capital and established a Common equity tier 1 capital ratio. Common equity tier 1 capital primarily includes common stock, retained earnings and accumulated other comprehensive income (OCI), net of deductions and adjustments primarily related to goodwill, deferred tax assets, intangibles and defined benefit pension assets. Under the Basel 3 regulatory capital transition provisions, certain deductions and adjustments to Common equity tier 1 capital were phased in through January 1, 2018. In 2017, under the transition provisions, 80 percent of these deductions and adjustments was recognized. Basel 3 also revised minimum capital ratios and buffer requirements added a supplementary leverage ratio (SLR), and addressed the adequately capitalized minimum requirements under the Prompt Corrective Action (PCA) framework. Finally, Basel 3 establishedoutlined two methods of calculating risk-weighted assets, the Standardized approach and the Advanced approaches. The Standardized approach relies primarily on supervisory risk weights based on exposure type, and the Advanced approaches determine risk weights based on internal models. During the fourth quarter of 2017, we obtained approval from U.S.
The Corporation and its primary affiliated banking regulators to use our Internal Models Methodology (IMM) to calculate counterparty credit risk-weighted assets for derivatives under the Advanced approaches.
As anentity, BANA, are Advanced approaches institution, weinstitutions under Basel 3 and are required to report regulatory risk-based capital ratios and risk-weighted assets under both the Standardized and Advanced approaches. The approach that yields the lower ratio is used to assess capital adequacy including under the PCAPrompt Corrective Action (PCA) framework. As of December 31, 2018, Common equity tier 1 (CET1) and Tier 1 capital ratios for the Corporation were lower under the Standardized approach whereas the Advanced approaches yielded a lower Total capital ratio.
Minimum Capital Requirements
Minimum capital requirements and related buffers are beingwere fully phased in from January 1, 2014 throughas of January 1, 2019. The PCA framework establishesestablished categories of capitalization, including “wellwell capitalized, based on the Basel 3 regulatory ratio requirements. U.S. banking regulators are required to take certain mandatory actions depending on the category of capitalization, with no mandatory actions required for “well-capitalized”well-capitalized banking organizations, which included BANA at December 31, 2017.organizations.
We are subjectIn order to aavoid restrictions on capital conservation buffer, a countercyclical capital bufferdistributions and a global systemically important bank (G-SIB) surcharge that are being phased in over a three-year period ending January 1, 2019. Once fully phased in,discretionary bonus payments, the Corporation’sCorporation must meet risk-based capital ratio requirements willthat include a capital conservation buffer greater than 2.5 percent, plus any applicable countercyclical capital buffer and a G-SIB surcharge in order to avoid restrictions on capital distributions and discretionary bonus payments.global systemically important bank (G-SIB) surcharge. The buffers and surcharge must be comprised solely of Common equity tierCET1 capital and were phased in over a three-year period that ended January 1, capital. Under the phase-in provisions, we were2019.
The Corporation is also required to maintain a capital conservation buffer greater than 1.25minimum supplementary leverage ratio (SLR) of 3.0 percent plus a G-SIB surchargeleverage buffer of 1.52.0 percent in 2017. The countercyclicalorder to avoid certain restrictions on capital buffer is currently set at zero. We estimate that our fully phased-in G-SIB surcharge will

45Bank of America 2017



distributions and discretionary bonus payments. Our insured depository institution subsidiaries are required to maintain a minimum 6.0 percent SLR to be 2.5 percent. The G-SIB surcharge may differ from this estimate over time. For more information onconsidered well capitalized under the Corporation’s transition and fully phased-in capital ratios and regulatory requirements, see Table 12.
Supplementary Leverage Ratio
Basel 3 requires Advanced approaches institutions to disclose an SLR.PCA framework. The numerator of the SLR is quarter-end Basel 3 Tier 1 capital. The denominator is total leverage exposure based on the daily average of the sum of on-balance sheet exposures less permitted Tier 1 deductions, as well as the simple average of certain off-balance sheet exposures, as of the end of each month in a quarter. Effective January 1, 2018, the Corporation will be required to maintain a minimum SLR of 3.0 percent, plus a leverage buffer of 2.0 percent in order to avoid certain restrictions on capital distributions and discretionary bonus payments. Insured
depository institution subsidiaries of BHCs will be required to maintain a minimum 6.0 percent SLR to be considered “well capitalized” under the PCA framework.
Capital Composition and Ratios
Table 1213 presents Bank of America Corporation’s transition and fully phased-in capital ratios and related information in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 20172018 and 2016. Fully phased-in estimates are non-GAAP financial measures that the Corporation considers to be useful measures in evaluating compliance with new regulatory capital requirements that are not yet effective. For reconciliations to GAAP financial measures, see Table 15.2017. As of December 31, 2017 and 2016,the periods presented, the Corporation met the definition of “well capitalized”well capitalized under current regulatory requirements.

Bank of America 2018 44


            







Table 12
Bank of America Corporation Regulatory Capital under Basel 3 (1, 2)
    
  
Table 13
Bank of America Corporation Regulatory Capital under Basel 3 (1)
    
 Transition Fully Phased-in  
Standardized
Approach
 
Advanced
Approaches (3)
 
Regulatory Minimum (4)
 
Standardized
Approach
 
Advanced
Approaches (3)
 
Regulatory Minimum (5)
Standardized
Approach
 Advanced
Approaches
 
Current Regulatory Minimum (2)
 
2019 Regulatory Minimum (3)
(Dollars in millions, except as noted)(Dollars in millions, except as noted)December 31, 2017(Dollars in millions, except as noted)December 31, 2018
Risk-based capital metrics:Risk-based capital metrics:           Risk-based capital metrics:       
Common equity tier 1 capitalCommon equity tier 1 capital$171,063
 $171,063
   $168,461
 $168,461
  Common equity tier 1 capital$167,272
 $167,272
    
Tier 1 capitalTier 1 capital191,496
 191,496
   190,189
 190,189
  Tier 1 capital189,038
 189,038
    
Total capital (6)
227,427
 218,529
   224,209
 215,311
  
Total capital (4)
Total capital (4)
221,304
 212,878
    
Risk-weighted assets (in billions)Risk-weighted assets (in billions)1,434
 1,449
   1,443
 1,459
  Risk-weighted assets (in billions)1,437
 1,409
    
Common equity tier 1 capital ratioCommon equity tier 1 capital ratio11.9% 11.8% 7.25% 11.7% 11.5% 9.5%Common equity tier 1 capital ratio11.6% 11.9% 8.25% 9.5%
Tier 1 capital ratioTier 1 capital ratio13.4
 13.2
 8.75
 13.2
 13.0
 11.0
Tier 1 capital ratio13.2
 13.4
 9.75
 11.0
Total capital ratioTotal capital ratio15.9
 15.1
 10.75
 15.5
 14.8
 13.0
Total capital ratio15.4
 15.1
 11.75
 13.0
                    
Leverage-based metrics:Leverage-based metrics:           Leverage-based metrics:       
Adjusted quarterly average assets (in billions) (7)
$2,224
 $2,224
   $2,223
 $2,223
  
Adjusted quarterly average assets (in billions) (5)
Adjusted quarterly average assets (in billions) (5)
$2,258
 $2,258
    
Tier 1 leverage ratioTier 1 leverage ratio8.6% 8.6% 4.0
 8.6% 8.6% 4.0
Tier 1 leverage ratio8.4% 8.4% 4.0
 4.0
                   
SLR leverage exposure (in billions)SLR leverage exposure (in billions)        $2,756
  SLR leverage exposure (in billions)  $2,791
    
SLRSLR        6.9% 5.0
SLR  6.8% 5.0
 5.0
            











 December 31, 2016
December 31, 2017
Risk-based capital metrics:Risk-based capital metrics:           Risk-based capital metrics:










Common equity tier 1 capitalCommon equity tier 1 capital$168,866
 $168,866
   $162,729
 $162,729
  Common equity tier 1 capital$168,461

$168,461






Tier 1 capitalTier 1 capital190,315
 190,315
   187,559
 187,559
  Tier 1 capital190,189

190,189






Total capital (6)
228,187
 218,981
   223,130
 213,924
  
Total capital (4)
Total capital (4)
224,209

215,311






Risk-weighted assets (in billions)Risk-weighted assets (in billions)1,399
 1,530
   1,417
 1,512
  Risk-weighted assets (in billions)1,443

1,459






Common equity tier 1 capital ratioCommon equity tier 1 capital ratio12.1% 11.0% 5.875% 11.5% 10.8% 9.5%Common equity tier 1 capital ratio11.7%
11.5%
7.25%
9.5%
Tier 1 capital ratioTier 1 capital ratio13.6
 12.4
 7.375
 13.2
 12.4
 11.0
Tier 1 capital ratio13.2

13.0

8.75

11.0
Total capital ratioTotal capital ratio16.3
 14.3
 9.375
 15.8
 14.2
 13.0
Total capital ratio15.5

14.8

10.75

13.0
            











Leverage-based metrics:Leverage-based metrics:           Leverage-based metrics:










Adjusted quarterly average assets (in billions) (7)
$2,131
 $2,131
   $2,131
 $2,131
  
Adjusted quarterly average assets (in billions) (5)
Adjusted quarterly average assets (in billions) (5)
$2,223

$2,223






Tier 1 leverage ratioTier 1 leverage ratio8.9% 8.9% 4.0
 8.8% 8.8% 4.0
Tier 1 leverage ratio8.6%
8.6%
4.0

4.0
            
SLR leverage exposure (in billions)        $2,702
  
SLR        6.9% 5.0
(1) 
As an Advanced approaches institution, we are required to reportBasel 3 transition provisions for regulatory capital risk-weighted assetsadjustments and ratios under both the Standardized and Advanced approaches. The approach that yields the lower ratio is to be used to assess capital adequacy and was the Advanced approaches method at December 31, 2017 and 2016.
deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.
(2) 
Under the applicable bank regulatory rules, we are not required to and, accordingly, will not restate previously-filed regulatory capital metrics and ratios in connection with the change in accounting method under GAAP for stock-based compensation awards granted to retirement-eligible employees. Therefore, the The December 31, 2016 amounts in the table are as originally reported. The cumulative impact of the change in accounting method resulted in an insignificant pro forma change to our capital metrics2018 and ratios. For more information, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
(3)
During the fourth quarter of 2017 we obtained approval from U.S. banking regulators to use our IMM to calculate counterparty credit risk-weighted assets for derivatives under the Advanced approaches. Fully phased-in estimates for prior periods assumed approval.
(4)
The December 31, 2017 and 2016 amounts include a transition capital conservation buffer of 1.875 percent and 1.25 percent and 0.625 percent and a transition G-SIB surcharge of 1.875 percent and 1.5 percent and 0.75 percent. The countercyclical capital buffer for both periods is zero.
(5)(3) 
Fully phased-inThe 2019 regulatory minimums assumeinclude a capital conservation buffer of 2.5 percent and estimated G-SIB surcharge of 2.5 percent. The estimated fully phased-in countercyclical capital buffer is zero. We will bebecame subject to fully phased-inthese regulatory minimums on January 1, 2019. The fully phased-in SLR minimum assumesincludes a leverage buffer of 2.0 percent and iswas applicable beginning on January 1, 2018.
(6)(4) 
Total capital under the Advanced approaches differs from the Standardized approach due to differences in the amount permitted in Tier 2 capital related to the qualifying allowance for credit losses.
(7)(5) 
Reflects adjusted average total assets for the three months ended December 31, 20172018 and 20162017.

CET1 capital was $167.3 billion at December 31, 2018, a decrease of $1.2 billion from December 31, 2017, driven by common stock repurchases, dividends and market value declines on AFS debt securities included in accumulated OCI, partially offset by earnings. During 2018, Total capital under the Advanced approaches decreased $2.4 billion driven by the same factors as CET1 capital and a decrease in subordinated debt included in Tier
2 capital. Standardized risk-weighted assets, which yielded the lower CET1 capital ratio for December 31, 2018, decreased $5.5 billion during 2018 to $1,437 billion primarily due to sales of non-core mortgage loans and a decrease in market risk, partially offset by an increase in commercial loans.
Table 14 shows the capital composition at December 31, 2018 and 2017.
     
Table 14
Capital Composition under Basel 3 (1)








  December 31
(Dollars in millions)2018
2017
Total common shareholders’ equity$242,999

$244,823
Goodwill, net of related deferred tax liabilities(68,572)
(68,576)
Deferred tax assets arising from net operating loss and tax credit carryforwards(5,981)
(6,555)
Intangibles, other than mortgage servicing rights and goodwill, net of related deferred tax liabilities(1,294)
(1,743)
Other120

512
Common equity tier 1 capital167,272

168,461
Qualifying preferred stock, net of issuance cost22,326

22,323
Other(560)
(595)
Tier 1 capital189,038

190,189
Tier 2 capital instruments21,887

22,938
Eligible credit reserves included in Tier 2 capital1,972

2,272
Other(19)
(88)
Total capital under the Advanced approaches$212,878

$215,311
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.

45Bank of America 2017462018






Common equity tier 1 capital under Basel 3 Advanced – Transition was $171.1 billion at December 31, 2017, an increase of $2.2 billion compared to December 31, 2016 driven by earnings and the exercise of warrants associated with the Series T preferred stock, partially offset by common stock repurchases, dividends and the phase-in under Basel 3 transition provisions of deductions, primarily related to deferred tax assets. During 2017, total capital decreased $452 million primarily driven by common stock repurchases, dividends, lower eligible credit reserves and tier 2
capital instruments, in addition to the phase-in of Basel 3 transition provisions, partially offset by earnings.
Risk-weighted assets decreased $81 billion during 2017 to $1,449 billion primarily due to the implementation of Internal Models Methodology (IMM) for derivatives, improvements in credit risk capital models, the sale of the non-U.S. consumer credit card business and continued run-off of non-core assets.
Table 13 shows the capital composition as measured under Basel 3 – Transition at December 31, 2017 and 2016.
     
Table 13
Capital Composition under Basel 3 – Transition (1, 2)
   
     
  December 31
(Dollars in millions)2017 2016
Total common shareholders’ equity$244,823
 $241,620
Goodwill(68,576) (69,191)
Deferred tax assets arising from net operating loss and tax credit carryforwards(5,244) (4,976)
Adjustments for amounts recorded in accumulated OCI attributed to AFS Securities and defined benefit postretirement plans879
 1,899
Adjustments for amounts recorded in accumulated OCI attributed to certain cash flow hedges831
 895
Intangibles, other than mortgage servicing rights and goodwill(1,395) (1,198)
Defined benefit pension fund assets(910) (512)
DVA related to liabilities and derivatives957
 413
Other(302) (84)
Common equity tier 1 capital171,063
 168,866
Qualifying preferred stock, net of issuance cost22,323
 25,220
Deferred tax assets arising from net operating loss and tax credit carryforwards(1,311) (3,318)
Defined benefit pension fund assets(228) (341)
DVA related to liabilities and derivatives under transition239
 276
Other(590) (388)
Total Tier 1 capital191,496
 190,315
Long-term debt qualifying as Tier 2 capital22,938
 23,365
Eligible credit reserves included in Tier 2 capital2,272
 3,035
Nonqualifying capital instruments subject to phase out from Tier 2 capital1,893
 2,271
Other(70) (5)
Total Basel 3 Capital$218,529
 $218,981
(1)
See Table 12, footnotes 1 and 2.
(2)
Deductions from and adjustments to regulatory capital subject to transition provisions under Basel 3 are generally recognized in 20 percent annual increments, and are fully recognized as of January 1, 2018. Any assets that are a direct deduction from the computation of capital are excluded from risk-weighted assets and adjusted average total assets.

Table 1415 shows the components of risk-weighted assets as measured under Basel 3 – Transition at December 31, 20172018 and 2016.2017.
         
Table 14Risk-weighted Assets under Basel 3 – Transition       
         
 Standardized Approach Advanced Approaches Standardized Approach Advanced Approaches
 December 31
(Dollars in billions)

2017 2016
Credit risk$1,375
 $857
 $1,334
 $903
Market risk59
 58
 65
 63
Operational riskn/a
 500
 n/a
 500
Risks related to CVAn/a
 34
 n/a
 64
Total risk-weighted assets$1,434
 $1,449
 $1,399
 $1,530
n/a = not applicable

47Bank of America 2017



Table 15 presents a reconciliation of regulatory capital in accordance with Basel 3 Standardized – Transition to the Basel 3 Standardized approach fully phased-in estimates and Basel 3 Advanced approaches fully phased-in estimates at December 31, 2017 and 2016.
     
Table 15
Regulatory Capital Reconciliations between Basel 3 Transition to Fully Phased-in (1)
    
 December 31
(Dollars in millions)2017 2016
Common equity tier 1 capital (transition)$171,063
 $168,866
Deferred tax assets arising from net operating loss and tax credit carryforwards phased in during transition(1,311) (3,318)
Accumulated OCI phased in during transition(879) (1,899)
Intangibles phased in during transition(348) (798)
Defined benefit pension fund assets phased in during transition(228) (341)
DVA related to liabilities and derivatives phased in during transition239
 276
Other adjustments and deductions phased in during transition(75) (57)
Common equity tier 1 capital (fully phased-in)168,461
 162,729
Additional Tier 1 capital (transition)20,433
 21,449
Deferred tax assets arising from net operating loss and tax credit carryforwards phased out during transition1,311
 3,318
Defined benefit pension fund assets phased out during transition228
 341
DVA related to liabilities and derivatives phased out during transition(239) (276)
Other transition adjustments to additional Tier 1 capital(5) (2)
Additional Tier 1 capital (fully phased-in)21,728
 24,830
Tier 1 capital (fully phased-in)190,189
 187,559
Tier 2 capital (transition)27,033
 28,666
Nonqualifying capital instruments phased out during transition(1,893) (2,271)
Other adjustments to Tier 2 capital8,880
 9,176
Tier 2 capital (fully phased-in)34,020
 35,571
Basel 3 Standardized approach Total capital (fully phased-in)224,209
 223,130
Change in Tier 2 qualifying allowance for credit losses(8,898) (9,206)
Basel 3 Advanced approaches Total capital (fully phased-in)$215,311
 $213,924
    
Risk-weighted assets – As reported to Basel 3 (fully phased-in)   
Basel 3 Standardized approach risk-weighted assets as reported$1,433,517
 $1,399,477
Changes in risk-weighted assets from reported to fully phased-in9,204
 17,638
Basel 3 Standardized approach risk-weighted assets (fully phased-in)$1,442,721
 $1,417,115
    
Basel 3 Advanced approaches risk-weighted assets as reported$1,449,222
 $1,529,903
Changes in risk-weighted assets from reported to fully phased-in9,757
 (18,113)
Basel 3 Advanced approaches risk-weighted assets (fully phased-in)$1,458,979
 $1,511,790
         
Table 15
Risk-weighted Assets under Basel 3 (1)
       
         
 Standardized Approach Advanced Approaches Standardized Approach Advanced Approaches
 December 31
(Dollars in billions)

2018 2017
Credit risk$1,384
 $827
 $1,384
 $867
Market risk53
 52
 59
 58
Operational riskn/a
 500
 n/a
 500
Risks related to credit valuation adjustmentsn/a
 30
 n/a
 34
Total risk-weighted assets$1,437
 $1,409
 $1,443
 $1,459
(1) 
See Table 12, footnotesBasel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2 and 4.
2018. Prior periods are presented on a fully phased-in basis.
n/a = not applicable
Bank of America, N.A. Regulatory Capital
Table 16 presents transition regulatory capital information for BANA in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 20172018 and 2016. As of December 31, 2017,2017. BANA met the definition of “well capitalized”well capitalized under the PCA framework.framework for both periods.
                      
Table 16Bank of America, N.A. Regulatory Capital under Basel 3  Bank of America, N.A. Regulatory Capital under Basel 3  
                      
 Standardized Approach Advanced Approaches Standardized Approach Advanced Approaches  
Ratio Amount 
Minimum
Required
 (1)
 Ratio Amount 
Minimum
Required 
(1)
Ratio Amount Ratio Amount 
Minimum
Required 
(1)
(Dollars in millions)

(Dollars in millions)

December 31, 2017
(Dollars in millions)

December 31, 2018
Common equity tier 1 capitalCommon equity tier 1 capital12.5% $150,552
 6.5% 14.9% $150,552
 6.5%Common equity tier 1 capital12.5% $149,824
 15.6% $149,824
 6.5%
Tier 1 capitalTier 1 capital12.5
 150,552
 8.0
 14.9
 150,552
 8.0
Tier 1 capital12.5
 149,824
 15.6
 149,824
 8.0
Total capitalTotal capital13.6
 163,243
 10.0
 15.4
 154,675
 10.0
Total capital13.5
 161,760
 16.0
 153,627
 10.0
Tier 1 leverageTier 1 leverage9.0
 150,552
 5.0
 9.0
 150,552
 5.0
Tier 1 leverage8.7
 149,824
 8.7
 149,824
 5.0
SLRSLR    7.1
 149,824
 6.0
            














 December 31, 2016
December 31, 2017
Common equity tier 1 capitalCommon equity tier 1 capital12.7% $149,755
 6.5% 14.3% $149,755
 6.5%Common equity tier 1 capital12.5%
$150,552

14.9%
$150,552

6.5%
Tier 1 capitalTier 1 capital12.7
 149,755
 8.0
 14.3
 149,755
 8.0
Tier 1 capital12.5

150,552

14.9

150,552

8.0
Total capitalTotal capital13.9
 163,471
 10.0
 14.8
 154,697
 10.0
Total capital13.6

163,243

15.4

154,675

10.0
Tier 1 leverageTier 1 leverage9.3
 149,755
 5.0
 9.3
 149,755
 5.0
Tier 1 leverage9.0

150,552

9.0

150,552

5.0
(1) 
Percent required to meet guidelines to be considered “well capitalized”well capitalized under the PCA framework.

Regulatory Developments
Minimum Total Loss-Absorbing Capacity
The Federal Reserve’s final rule, which was effective January 1, 2019, includes minimum external total loss-absorbing capacity (TLAC) and long-term debt requirements to improve the resolvability and resiliency of large, interconnected BHCs. As of December 31, 2018, the Corporation’s TLAC and long-term debt exceeded our estimated 2019 minimum requirements.
Stress Buffer Requirements
On April 10, 2018, the Federal Reserve announced a proposal to integrate the annual quantitative assessment of the CCAR program with the buffer requirements in the Basel 3 capital rule by introducing stress buffer requirements as a replacement of the CCAR quantitative objection. Under the Standardized approach, the proposal replaces the existing static 2.5 percent capital conservation buffer with a stress capital buffer, calculated as the decrease in the CET1 capital ratio in the supervisory severely adverse scenario of the modified CCAR stress test plus four quarters of planned common stock dividend payments, floored at 2.5 percent. The static 2.5 percent capital conservation buffer would be retained under the Advanced approaches. The proposal also introduces a stress leverage buffer requirement which would be calculated as the decrease in the Tier 1 leverage ratio in the supervisory severely adverse scenario of the modified CCAR stress test plus four quarters of planned common stock dividends, with
no floor. The SLR would not incorporate a stress buffer requirement. The proposal also updates the capital distribution assumptions used in the CCAR stress test to better align with a firm’s expected actions in stress, notably removing the assumption that a BHC will carry out all of its planned capital actions under stress.
Enhanced Supplementary Leverage Ratio and TLAC Requirements
On April 11, 2018, the Federal Reserve and Office of the Comptroller of the Currency announced a proposal to modify the enhanced SLR standards applicable to U.S. G-SIBs and their insured depository institution subsidiaries. The proposal replaces the existing 2.0 percent leverage buffer with a leverage buffer tailored to each G-SIB, set at 50 percent of the applicable G-SIB surcharge. This proposal also replaces the current 6.0 percent threshold at which a G-SIB’s insured depository institution subsidiaries are considered well capitalized under the PCA framework with a threshold set at 3.0 percent plus 50 percent of the G-SIB surcharge applicable to the subsidiary’s G-SIB holding company. Correspondingly, the proposal updates the external TLAC leverage buffer for each G-SIB to 50 percent of the applicable G-SIB surcharge and revises the leverage component of the minimum external long-term debt requirement from 4.5 percent to 2.5 percent plus 50 percent of the applicable G-SIB surcharge.

  
Bank of America 2017482018 46



Regulatory DevelopmentsRevisions to Basel 3 to Address Current Expected Credit Loss Accounting
Minimum Total Loss-Absorbing Capacity
The Federal Reserve has establishedOn December 18, 2018, the U.S. banking regulators issued a final rule to address the regulatory capital impact of using the current expected credit loss methodology to measure credit reserves under a new accounting standard that is effective on January 1, 2019,2020. For more information on this standard, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements. The final rule provides an option to phase in the impact to regulatory capital over a three-year period on a straight-line basis. It also updates the existing regulatory capital framework by creating a new defined term, adjusted allowance for credit losses, which includes minimum externalwould include credit losses on all financial instruments measured at amortized cost with the exception of purchased credit-deteriorated assets. The final rule continues to allow a limited amount of credit losses to be recognized in Tier 2 capital and maintains the existing limits under the Standardized and Advanced approaches.
Single-Counterparty Credit Limits
On June 14, 2018, the Federal Reserve published a final rule establishing single-counterparty credit limits (SCCL) for BHCs with total loss-absorbing capacity (TLAC) requirementsconsolidated assets of $250 billion or more. The SCCL rule is designed to improveensure that the resolvabilitymaximum possible loss that a BHC could incur due to the default of a single counterparty or a group of connected counterparties would not endanger the BHC’s survival, thereby reducing the probability of future financial crises. Beginning January 1, 2020, G-SIBs must calculate SCCL on a daily basis by dividing the aggregate net credit exposure to a given counterparty by the G-SIB’s Tier 1 capital, ensuring that exposures to other G-SIBs and resiliency of large, interconnected BHCs. We estimate our minimum required external TLAC would benonbank financial institutions regulated by the greater of 22.5Federal Reserve do not breach 15 percent of risk-weighted assets or 9.5Tier 1 capital and exposures to most other counterparties do not breach 25 percent of SLR leverage exposure. In addition, U.S. G-SIBs must meet a minimum long-term debt requirement. Our minimum required long-term debt is estimated to be the greater of 8.5 percent of risk-weighted assets or 4.5 percent of SLR leverage exposure. As of December 31, 2017, the Corporation’s TLAC and long-term debt exceeded our estimated 2019 minimum requirements.
Revisions to Approaches for Measuring Risk-weighted Assets
On December 7, 2017, the Basel Committee on Banking Supervision (Basel Committee) finalized several key methodologies for measuring risk-weighted assets. The revisions include a standardized approach for credit risk, standardized approach for operational risk, revisionsTier 1 capital. Certain exposures, including exposures to the U.S. government, U.S. government-sponsored entities and qualifying central counterparties, are exempt from the credit valuation adjustment (CVA) risk framework and constraints on the use of internal models. The Basel Committee had also previously finalized a revised standardized model for counterparty credit risk, revisions to the securitization framework and its fundamental review of the trading book, which updates both modeled and standardized approaches for market risk measurement. The revisions also include a capital floor set at 72.5 percent of total risk-weighted assets based on the revised standardized approaches to limit the extent to which banks can reduce risk-weighted asset levels through the use of internal models. U.S. banking regulators may update the U.S. Basel 3 rules to incorporate the Basel Committee revisions.limits.
Revisions to the G-SIB Assessment Framework
On March 30, 2017, the Basel Committee issued a consultative document with proposed revisions to the G-SIB surcharge assessment framework. The proposed revisions would include removing the cap on the substitutability category, expanding the scope of consolidation to include insurance subsidiaries in three
categories (size, interconnectedness and complexity) and modifying the substitutability category weights with the introduction of a new trading volume indicator. The Basel Committee has also requested feedback on a new short-term wholesale funding indicator, which would be included in the interconnectedness category. The U.S. banking regulators may update the U.S. G-SIB surcharge rule to incorporate the Basel Committee revisions.
Broker-dealer Regulatory Capital and Securities Regulation
The Corporation’s principal U.S. broker-dealer subsidiaries are Merrill Lynch, Pierce, Fenner & Smith Incorporated (MLPF&S) and Merrill Lynch Professional Clearing Corp (MLPCC). MLPCC is a fully-guaranteed subsidiary of MLPF&S and provides clearing and settlement services. Both entities are subject to the net capital requirements of Securities and Exchange Commission (SEC) Rule 15c3-1. Both entities are also registered as futures commission merchants and are subject to the Commodity Futures Trading Commission Regulation 1.17.
MLPF&S has elected to compute the minimum capital requirement in accordance with the Alternative Net Capital Requirement as permitted by SEC Rule 15c3-1. At December 31, 2017,2018, MLPF&S’s&S’ regulatory net capital as defined by Rule 15c3-1 was $12.4$13.4 billion and exceeded the minimum requirement of $1.7$2.0 billion by $10.7$11.4 billion. MLPCC’s net capital of $3.4$4.4 billion exceeded the minimum requirement of $543$617 million by $2.9$3.8 billion.
In accordance with the Alternative Net Capital Requirements, MLPF&S is required to maintain tentative net capital in excess of $1.0 billion, net capital in excess of $500 million and notify the SEC in the event its tentative net capital is less than $5.0 billion. At December 31, 2017,2018, MLPF&S had tentative net capital and net capital in excess of the minimum and notification requirements.
As a result of resolution planning, the current business of MLPF&S is expected to be reorganized into two affiliated broker-
dealers: MLPF&S and BofA Securities, Inc., a newly formed broker-dealer. Under the contemplated reorganization, which is expected to occur during 2019, BofA Securities, Inc. would become the legal entity for the institutional services that are now provided by MLPF&S. MLPF&S’ retail services would remain with MLPF&S. The contemplated reorganization is subject to regulatory approval. For more information on resolution planning, see Item 1. Business. – .Resolution Planning.
Merrill Lynch International (MLI), a U.K. investment firm, is regulated by the Prudential Regulation Authority and the Financial Conduct Authority,FCA, and is subject to certain regulatory capital requirements. At December 31, 2017,2018, MLI’s capital resources were $35.1$35.0 billion, which exceeded the minimum Pillar 1 requirement of $16.5$12.7 billion.
Liquidity Risk
Funding and Liquidity Risk Management
Our primary liquidity risk management objective is to meet expected or unexpected cash flow and collateral needs while continuing to support our businesses and customers under a range of economic conditions. To achieve that objective, we analyze and monitor our liquidity risk under expected and stressed conditions, maintain liquidity and access to diverse funding sources, including our stable deposit base, and seek to align liquidity-related incentives and risks.
We define liquidity as readily available assets, limited to cash and high-quality, liquid, unencumbered securities that we can use to meet our contractual and contingent financial obligations as those obligations arise. We manage our liquidity position through line of business and ALM activities, as well as through our legal entity funding strategy, on both a forward and current (including intraday) basis under both expected and stressed conditions. We believe that a centralized approach to funding and liquidity management enhances our ability to monitor liquidity requirements, maximizes access to funding sources, minimizes borrowing costs and facilitates timely responses to liquidity events.
The Board approves our liquidity risk policy and the Financial Contingency and Recovery Plan. The ERC approves the contingency funding plan, including establishingestablishes our liquidity risk tolerance levels. The MRC monitors our liquidity position and reviews the impact of strategic decisions on our liquidity. The MRC is responsible for overseeing liquidity risks and directing management to maintain exposures within the established tolerance levels. The MRC reviews and monitors our liquidity position and stress testing scenarios and results, and reviews and approves certain liquidity risk limits.limits and reviews the impact of strategic decisions on our liquidity. For more information, see Managing Risk on page 41.40. Under this governance framework, we have developed certain funding and liquidity risk management practices which include: maintaining liquidity at the parent company and selected subsidiaries, including our bank subsidiaries and other regulated entities; determining what amounts of liquidity are appropriate for these entities based on analysis of debt maturities and other potential cash outflows,

49Bank of America 2017



including those that we may experience during stressed market conditions; diversifying funding sources, considering our asset profile and legal entity structure; and performing contingency planning.
NB Holdings Corporation
In 2016, we entered intoWe have intercompany arrangements with certain key subsidiaries under which we transferred certain assets of ourBank of America Corporation, as the parent company, assets,which is a separate and distinct legal entity from our banking and nonbank subsidiaries, and agreed to transfer certain additional parent company assets not needed to satisfy anticipated near-term expenditures, to NB Holdings Corporation, a wholly-owned holding company subsidiary (NB

47Bank of America 2018






(NB Holdings). The parent company is expected to continue to have access to the same flow of dividends, interest and other amounts of cash necessary to service its debt, pay dividends and perform other obligations as it would have had if it had not entered into these arrangements and transferred any assets.
In consideration for the transfer of assets, NB Holdings issued a subordinated note to the parent company in a principal amount equal to the value of the transferred assets. The aggregate principal amount of the note will increase by the amount of any future asset transfers. NB Holdings also provided the parent company with a committed line of credit that allows the parent company to draw funds necessary to service near-term cash needs. These arrangements support our preferred single point of entry resolution strategy, under which only the parent company would be resolved under the U.S. Bankruptcy Code. These arrangements include provisions to terminate the line of credit, forgive the subordinated note and require the parent company to transfer its remaining financial assets to NB Holdings if our projected liquidity resources deteriorate so severely that resolution of the parent company becomes imminent.
Global Liquidity Sources and Other Unencumbered Assets
We maintain liquidity available to the Corporation, including the parent company and selected subsidiaries, in the form of cash and high-quality, liquid, unencumbered securities. Our liquidity buffer, referred to as Global Liquidity Sources (GLS), is comprised of assets that are readily available to the parent company and selected subsidiaries, including holding company, bank and broker-dealer subsidiaries, even during stressed market conditions. Our cash is primarily on deposit with the Federal Reserve Bank and, to a lesser extent, central banks outside of the U.S. We limit the composition of high-quality, liquid, unencumbered securities to U.S. government securities, U.S. agency securities, U.S. agency MBS and a select group of non-U.S. government securities. We can quickly obtain cash for these securities, even in stressed conditions, through repurchase agreements or outright sales. We hold our GLS in legal entities that allow us to meet the liquidity requirements of our global businesses, and we consider the impact of potential regulatory, tax, legal and other restrictions that could limit the transferability of funds among entities.
For the three months ended December 31, 2017 and 2016, ourTable 17 presents average GLS were $522 billion and $515 billion, as shown in Table 17.
     
Table 17Average Global Liquidity Sources
     
  Three Months Ended December 31
(Dollars in billions)2017 2016
Parent company and NB Holdings$79
 $77
Bank subsidiaries394
 389
Other regulated entities49
 49
Total Average Global Liquidity Sources$522
 $515
Parent company and NB Holdings average liquidity was $79 billion and $77 billion for the three months ended December 31, 20172018 and 2016. The increase in parent company and NB Holdings average liquidity was primarily due to debt issuances outpacing maturities. 2017.
     
Table 17Average Global Liquidity Sources
     
  Three Months Ended December 31
(Dollars in billions)2018 2017
Parent company and NB Holdings$76
 $79
Bank subsidiaries420
 394
Other regulated entities48
 49
Total Average Global Liquidity Sources$544
 $522
Typically, parent company and NB Holdings liquidity is in the form of cash deposited with BANA.
Average liquidity held at our bank subsidiaries was $394 billion and $389 billion for the three months ended December 31, 2017 and 2016. Our bank subsidiaries’ liquidity is primarily driven by deposit and lending activity, as well as securities valuation and net debt activity. Liquidity at bank subsidiaries excludes the cash deposited by the parent company and NB Holdings. Our bank subsidiaries can also generate incremental liquidity by pledging a range of unencumbered loans and securities to certain FHLBs and the Federal Reserve Discount Window. The cash we could have obtained by borrowing against this pool of specifically-identified eligible assets was $308$344 billion and $310$308 billion at December 31, 2017
2018 and 2016, with the decrease due to FHLB borrowings, which reduced available borrowing capacity, and adjustments to our valuation model.2017. We have established operational procedures to enable us to borrow against these assets, including regularly monitoring our total pool of eligible loans and securities collateral. Eligibility is defined in guidelines from the FHLBs and the Federal Reserve and is subject to change at their discretion. Due to regulatory restrictions, liquidity generated by the bank subsidiaries can generally be used only to fund obligations within the bank subsidiaries, and transfers to the parent company or nonbank subsidiaries may be subject to prior regulatory approval.
Average liquidityLiquidity held at ourin other regulated entities, comprised primarily of broker-dealer subsidiaries, was $49 billion for both the three months ended December 31, 2017 and 2016. Our other regulated entities also held unencumbered investment-grade securities and equities that we believe could be used to generate additional liquidity. Liquidity held in an other regulated entity is primarily available to meet the obligations of that entity and transfers to the parent company or to any other subsidiary may be subject to prior regulatory approval due to regulatory restrictions and minimum requirements.
Our other regulated entities also hold unencumbered investment-grade securities and equities that we believe could be used to generate additional liquidity.

Bank of America 201750


Table 18 presents the composition of average GLS for the three months ended December 31, 20172018 and 2016.2017.
        
Table 18Average Global Liquidity Sources CompositionAverage Global Liquidity Sources Composition
    
 Three Months Ended December 31 Three Months Ended December 31
(Dollars in billions)(Dollars in billions)2017 2016(Dollars in billions)2018 2017
Cash on depositCash on deposit$118
 $118
Cash on deposit$113
 $118
U.S. Treasury securitiesU.S. Treasury securities62
 58
U.S. Treasury securities81
 62
U.S. agency securities and mortgage-backed securitiesU.S. agency securities and mortgage-backed securities330
 322
U.S. agency securities and mortgage-backed securities340
 330
Non-U.S. government securitiesNon-U.S. government securities12
 17
Non-U.S. government securities10
 12
Total Average Global Liquidity SourcesTotal Average Global Liquidity Sources$522
 $515
Total Average Global Liquidity Sources$544
 $522
Our GLS are substantially the same in composition to what qualifies as High Quality Liquid Assets (HQLA) under the final U.S. Liquidity Coverage Ratio (LCR) rules. However, HQLA for purposes of calculating LCR is not reported at market value, but at a lower value that incorporates regulatory deductions and the exclusion of excess liquidity held at certain subsidiaries. The LCR is calculated as the amount of a financial institution’s unencumbered HQLA relative to the estimated net cash outflows the institution could encounter over a 30-day period of significant liquidity stress, expressed as a percentage. For the three months ended December 31, 2017, ourOur average consolidated HQLA, on a net basis, was $446 billion and $439 billion for the three months ended December 31, 2018 and 2017. For the same periods, the average consolidated LCR was 118 percent and 125 percent. Our LCR will fluctuate due to normal business flows from customer activity.
Liquidity Stress Analysis and Time-to-required Funding
We utilize liquidity stress analysis to assist us in determining the appropriate amounts of liquidity to maintain at the parent company and our subsidiaries. The liquidity stress testing process is an integral part of analyzing our potentialsubsidiaries to meet contractual and contingent cash outflows. We evaluate the liquidity requirementsoutflows under a range of scenarios with varying levels of severity and time horizons.scenarios. The scenarios we consider and utilize incorporate market-wide and Corporation-specific events, including potential credit rating downgrades for the parent company and our subsidiaries, and more severe events including potential resolution scenarios. The scenarios are based on our historical experience, experience of distressed and failed financial institutions, regulatory guidance, and both expected and unexpected future events.
The types of potential contractual and contingent cash outflows we consider in our scenarios may include, but are not limited to, upcoming contractual maturities of unsecured debt and reductions in new debt issuance; diminished access to secured financing markets; potential deposit withdrawals; increased draws on loan

Bank of America 2018 48


commitments, liquidity facilities and letters of credit; additional collateral that counterparties could call if our credit ratings were downgraded; collateral and margin requirements arising from market value changes; and potential liquidity required to maintain businesses and finance customer activities. Changes in certain market factors, including, but not limited to, credit rating downgrades, could negatively impact potential contractual and contingent outflows and the related financial instruments, and in some cases these impacts could be material to our financial results.
We consider all sources of funds that we could access during each stress scenario and focus particularly on matching available sources with corresponding liquidity requirements by legal entity.
We also use the stress modeling results to manage our asset and liability profile and establish limits and guidelines on certain funding sources and businesses.
We use a variety of metrics to determine the appropriate amounts of liquidity to maintain at the parent company and our subsidiaries. One metric we use to evaluate the appropriate level of liquidity at the parent company and NB Holdings is “time-to-required funding” (TTF). This debt coverage measure indicates the number of months the parent company can continue to meet its unsecured contractual obligations as they come due using only the parent company and NB Holdings’ liquidity sources without issuing any new debt or accessing any additional liquidity sources. We define unsecured contractual obligations for purposes of this metric as maturities of senior or subordinated debt issued or guaranteed by Bank of America Corporation. These include certain unsecured debt instruments, primarily structured liabilities, which we may be required to settle for cash prior to maturity. TTF was 49 months at December 31, 2017 compared to 35 months at December 31, 2016. The increase in TTF was driven by debt issuances outpacing maturities.
Net Stable Funding RatioContingency Planning
U.S. banking regulators issuedWe have developed and maintain contingency plans that are designed to prepare us in advance to respond in the event of potential adverse economic, financial or market stress. These contingency plans include our Capital Contingency Plan and Financial Contingency and Recovery Plan, which provide monitoring, escalation, actions and routines designed to enable us to increase capital, access funding sources and reduce risk through consideration of potential options that include asset sales, business sales, capital or debt issuances, or other de-risking strategies. We also maintain a proposalResolution Plan to limit adverse systemic impacts that could be associated with a potential resolution of Bank of America.
Strategic Risk Management
Strategic risk is embedded in every business and is one of the major risk categories along with credit, market, liquidity, compliance, operational and reputational risks. This risk results from incorrect assumptions about external or internal factors, inappropriate business plans, ineffective business strategy execution, or failure to respond in a timely manner to changes in the regulatory, macroeconomic or competitive environments, in the geographic locations in which we operate, such as competitor actions, changing customer preferences, product obsolescence and technology developments. Our strategic plan is consistent with our risk appetite, capital plan and liquidity requirements, and specifically addresses strategic risks.
On an annual basis, the Board reviews and approves the strategic plan, capital plan, financial operating plan and Risk Appetite Statement. With oversight by the Board, executive management directs the lines of business to execute our strategic plan consistent with our core operating principles and risk appetite. The executive management team monitors business performance throughout the year and provides the Board with regular progress reports on whether strategic objectives and timelines are being met, including reports on strategic risks and if additional or alternative actions need to be considered or implemented. The regular executive reviews focus on assessing forecasted earnings and returns on capital, the current risk profile, current capital and liquidity requirements, staffing levels and changes required to support the strategic plan, stress testing results, and other qualitative factors such as market growth rates and peer analysis.
Significant strategic actions, such as capital actions, material acquisitions or divestitures, and resolution plans are reviewed and approved by the Board. At the business level, processes are in place to discuss the strategic risk implications of new, expanded or modified businesses, products or services and other strategic initiatives, and to provide formal review and approval where
required. With oversight by the Board and the ERC, executive management performs similar analyses throughout the year, and evaluates changes to the financial forecast or the risk, capital or liquidity positions as deemed appropriate to balance and optimize achieving the targeted risk appetite, shareholder returns and maintaining the targeted financial strength. Proprietary models are used to measure the capital requirements for credit, country, market, operational and strategic risks. The allocated capital assigned to each business is based on its unique risk profile. With oversight by the Board, executive management assesses the risk-adjusted returns of each business in approving strategic and financial operating plans. The businesses use allocated capital to define business strategies, and price products and transactions.
Capital Management
The Corporation manages its capital position so that its capital is more than adequate to support its business activities and aligns with risk, risk appetite and strategic planning. Additionally, we seek to maintain safety and soundness at all times, even under adverse scenarios, take advantage of organic growth opportunities, meet obligations to creditors and counterparties, maintain ready access to financial markets, continue to serve as a Net Stable Funding Ratio (NSFR) requirement applicablecredit intermediary, remain a source of strength for our subsidiaries, and satisfy current and future regulatory capital requirements. Capital management is integrated into our risk and governance processes, as capital is a key consideration in the development of our strategic plan, risk appetite and risk limits.
We conduct an Internal Capital Adequacy Assessment Process (ICAAP) on a periodic basis. The ICAAP is a forward-looking assessment of our projected capital needs and resources, incorporating earnings, balance sheet and risk forecasts under baseline and adverse economic and market conditions. We utilize periodic stress tests to U.S. financial institutionsassess the potential impacts to our balance sheet, earnings, regulatory capital and liquidity under a variety of stress scenarios. We perform qualitative risk assessments to identify and assess material risks not fully captured in our forecasts or stress tests. We assess the potential capital impacts of proposed changes to regulatory capital requirements. Management assesses ICAAP results and provides documented quarterly assessments of the adequacy of our capital guidelines and capital position to the Board or its committees.
We periodically review capital allocated to our businesses and allocate capital annually during the strategic and capital planning processes. For additional information, see Business Segment Operations on page 30.
CCAR and Capital Planning
The Federal Reserve requires BHCs to submit a capital plan and requests for capital actions on an annual basis, consistent with the rules governing the CCAR capital plan.
On June 28, 2018, following the Basel Committee’s final standard. The proposed U.S. NSFR would applyFederal Reserve’s non-objection to our 2018 CCAR capital plan, the Board authorized the repurchase of approximately $20.6 billion in common stock from July 1, 2018 through June 30, 2019, which includes approximately $600 million in repurchases to offset shares awarded under equity-based compensation plans during the same period. In addition to the Corporationpreviously announced repurchases associated with the 2018 CCAR capital plan, on February 7, 2019, we announced a consolidated basis andplan to repurchase an additional $2.5 billion of common stock through June 30, 2019, which was approved by the Federal Reserve.
During 2018, pursuant to the Board’s authorizations, including those related to our insured depository institutions. While the final requirement remains pending and is subject2017 CCAR capital plan that expired June 30, 2018, we repurchased $20.1 billion of common stock, which includes common stock repurchases to change, if finalized as proposed, we expect to be in compliance within the regulatory timeline. The standard is intended to reduce funding risk over a longer time horizon. The NSFR is designed to provide an appropriate amount of stable funding, generally capital and liabilities maturing beyond one year, given the mix of assets and off-balance sheet items.
Diversified Funding Sources
We fund our assets primarily with a mix of deposits and secured and unsecured liabilities through a centralized, globally coordinated funding approach diversified across products, programs, markets, currencies and investor groups.
The primary benefits of our centralized funding approach include greater control, reduced funding costs, wider name recognition by investors and greater flexibility to meet the variable funding requirements of subsidiaries. Where regulations, time zone differences or other business considerations make parent company funding impractical, certain other subsidiaries may issue their own debt.
We fund a substantial portion of our lending activities through our deposits, which were $1.31 trillion and $1.26 trillion at December 31, 2017 and 2016. Deposits are primarily generated by our Consumer Banking, GWIM and Global Banking segments. These deposits are diversified by clients, product type and geography, and the majority of our U.S. deposits are insured by the FDIC. We consider a substantial portion of our deposits to be a stable, low-cost and consistent source of funding. We believe this deposit funding is generally less sensitive to interest rate changes, market volatility or changes in our credit ratings than wholesale funding sources. Our lending activities may also be financed through secured borrowings, including credit card securitizations and securitizations with government-sponsored enterprises, the Federal Housing Administration (FHA) and private-label investors, as well as FHLB loans.offset equity-based



5143Bank of America 20172018

  







compensation awards. At December 31, 2018, our remaining stock repurchase authorization was $10.3 billion.
Our stock repurchases are subject to various factors, including the Corporation’s capital position, liquidity, financial performance and alternative uses of capital, stock trading price and general market conditions, and may be suspended at any time. The repurchases may be effected through open market purchases or privately negotiated transactions, including repurchase plans that satisfy the conditions of Rule 10b5-1 of the Securities Exchange Act of 1934, as amended. As a “well-capitalized” BHC, we may notify the Federal Reserve of our intention to make additional capital distributions not to exceed 0.25 percent of Tier 1 capital, and which were not contemplated in our capital plan, subject to the Federal Reserve’s non-objection.
Regulatory Capital
As a financial services holding company, we are subject to regulatory capital rules, including Basel 3, issued by U.S. banking regulators. Basel 3 established minimum capital ratios and buffer requirements and outlined two methods of calculating risk-weighted assets, the Standardized approach and the Advanced approaches. The Standardized approach relies primarily on supervisory risk weights based on exposure type, and the Advanced approaches determine risk weights based on internal models.
The Corporation and its primary affiliated banking entity, BANA, are Advanced approaches institutions under Basel 3 and are required to report regulatory risk-based capital ratios and risk-weighted assets under both the Standardized and Advanced approaches. The approach that yields the lower ratio is used to assess capital adequacy including under the Prompt Corrective Action (PCA) framework. As of December 31, 2018, Common equity tier 1 (CET1) and Tier 1 capital ratios for the Corporation were lower under the Standardized approach whereas the Advanced approaches yielded a lower Total capital ratio.
Minimum Capital Requirements
Minimum capital requirements and related buffers were fully phased in as of January 1, 2019. The PCA framework established categories of capitalization, including well capitalized, based on the Basel 3 regulatory ratio requirements. U.S. banking regulators are required to take certain mandatory actions depending on the category of capitalization, with no mandatory actions required for well-capitalized banking organizations.
In order to avoid restrictions on capital distributions and discretionary bonus payments, the Corporation must meet risk-based capital ratio requirements that include a capital conservation buffer greater than 2.5 percent, plus any applicable countercyclical capital buffer and a global systemically important bank (G-SIB) surcharge. The buffers and surcharge must be comprised solely of CET1 capital and were phased in over a three-year period that ended January 1, 2019.
The Corporation is also required to maintain a minimum supplementary leverage ratio (SLR) of 3.0 percent plus a leverage buffer of 2.0 percent in order to avoid certain restrictions on capital distributions and discretionary bonus payments. Our insured depository institution subsidiaries are required to maintain a minimum 6.0 percent SLR to be considered well capitalized under the PCA framework. The numerator of the SLR is quarter-end Basel 3 Tier 1 capital. The denominator is total leverage exposure based on the daily average of the sum of on-balance sheet exposures less permitted Tier 1 deductions, as well as the simple average of certain off-balance sheet exposures, as of the end of each month in a quarter.
Capital Composition and Ratios
Table 13 presents Bank of America Corporation’s capital ratios and related information in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 2018 and 2017. As of the periods presented, the Corporation met the definition of well capitalized under current regulatory requirements.

Bank of America 2018 44











Table 13
Bank of America Corporation Regulatory Capital under Basel 3 (1)
    
   
 Standardized
Approach
 Advanced
Approaches
 
Current Regulatory Minimum (2)
 
2019 Regulatory Minimum (3)
(Dollars in millions, except as noted)December 31, 2018
Risk-based capital metrics:       
Common equity tier 1 capital$167,272
 $167,272
    
Tier 1 capital189,038
 189,038
    
Total capital (4)
221,304
 212,878
    
Risk-weighted assets (in billions)1,437
 1,409
    
Common equity tier 1 capital ratio11.6% 11.9% 8.25% 9.5%
Tier 1 capital ratio13.2
 13.4
 9.75
 11.0
Total capital ratio15.4
 15.1
 11.75
 13.0
         
Leverage-based metrics:       
Adjusted quarterly average assets (in billions) (5)
$2,258
 $2,258
    
Tier 1 leverage ratio8.4% 8.4% 4.0
 4.0
        
SLR leverage exposure (in billions)  $2,791
    
SLR  6.8% 5.0
 5.0















December 31, 2017
Risk-based capital metrics:










Common equity tier 1 capital$168,461

$168,461






Tier 1 capital190,189

190,189






Total capital (4)
224,209

215,311






Risk-weighted assets (in billions)1,443

1,459






Common equity tier 1 capital ratio11.7%
11.5%
7.25%
9.5%
Tier 1 capital ratio13.2

13.0

8.75

11.0
Total capital ratio15.5

14.8

10.75

13.0













Leverage-based metrics:










Adjusted quarterly average assets (in billions) (5)
$2,223

$2,223






Tier 1 leverage ratio8.6%
8.6%
4.0

4.0
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.
(2)
The December 31, 2018 and 2017 amounts include a transition capital conservation buffer of 1.875 percent and 1.25 percent and a transition G-SIB surcharge of 1.875 percent and 1.5 percent. The countercyclical capital buffer for both periods is zero.
(3)
The 2019 regulatory minimums include a capital conservation buffer of 2.5 percent and G-SIB surcharge of 2.5 percent. The countercyclical capital buffer is zero. We became subject to these regulatory minimums on January 1, 2019. The SLR minimum includes a leverage buffer of 2.0 percent and was applicable beginning on January 1, 2018.
(4)
Total capital under the Advanced approaches differs from the Standardized approach due to differences in the amount permitted in Tier 2 capital related to the qualifying allowance for credit losses.
(5)
Reflects adjusted average total assets for the three months ended December 31, 2018 and 2017.
CET1 capital was $167.3 billion at December 31, 2018, a decrease of $1.2 billion from December 31, 2017, driven by common stock repurchases, dividends and market value declines on AFS debt securities included in accumulated OCI, partially offset by earnings. During 2018, Total capital under the Advanced approaches decreased $2.4 billion driven by the same factors as CET1 capital and a decrease in subordinated debt included in Tier
2 capital. Standardized risk-weighted assets, which yielded the lower CET1 capital ratio for December 31, 2018, decreased $5.5 billion during 2018 to $1,437 billion primarily due to sales of non-core mortgage loans and a decrease in market risk, partially offset by an increase in commercial loans.
Table 14 shows the capital composition at December 31, 2018 and 2017.
     
Table 14
Capital Composition under Basel 3 (1)








  December 31
(Dollars in millions)2018
2017
Total common shareholders’ equity$242,999

$244,823
Goodwill, net of related deferred tax liabilities(68,572)
(68,576)
Deferred tax assets arising from net operating loss and tax credit carryforwards(5,981)
(6,555)
Intangibles, other than mortgage servicing rights and goodwill, net of related deferred tax liabilities(1,294)
(1,743)
Other120

512
Common equity tier 1 capital167,272

168,461
Qualifying preferred stock, net of issuance cost22,326

22,323
Other(560)
(595)
Tier 1 capital189,038

190,189
Tier 2 capital instruments21,887

22,938
Eligible credit reserves included in Tier 2 capital1,972

2,272
Other(19)
(88)
Total capital under the Advanced approaches$212,878

$215,311
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.

45Bank of America 2018






Table 15 shows the components of risk-weighted assets as measured under Basel 3 at December 31, 2018 and 2017.
         
Table 15
Risk-weighted Assets under Basel 3 (1)
       
         
 Standardized Approach Advanced Approaches Standardized Approach Advanced Approaches
 December 31
(Dollars in billions)

2018 2017
Credit risk$1,384
 $827
 $1,384
 $867
Market risk53
 52
 59
 58
Operational riskn/a
 500
 n/a
 500
Risks related to credit valuation adjustmentsn/a
 30
 n/a
 34
Total risk-weighted assets$1,437
 $1,409
 $1,443
 $1,459
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.
n/a = not applicable
Bank of America, N.A. Regulatory Capital
Table 16 presents regulatory capital information for BANA in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 2018 and 2017. BANA met the definition of well capitalized under the PCA framework for both periods.
           
Table 16Bank of America, N.A. Regulatory Capital under Basel 3  
           
  Standardized Approach Advanced Approaches  
 Ratio Amount Ratio Amount 
Minimum
Required 
(1)
(Dollars in millions)

December 31, 2018
Common equity tier 1 capital12.5% $149,824
 15.6% $149,824
 6.5%
Tier 1 capital12.5
 149,824
 15.6
 149,824
 8.0
Total capital13.5
 161,760
 16.0
 153,627
 10.0
Tier 1 leverage8.7
 149,824
 8.7
 149,824
 5.0
SLR    7.1
 149,824
 6.0


















December 31, 2017
Common equity tier 1 capital12.5%
$150,552

14.9%
$150,552

6.5%
Tier 1 capital12.5

150,552

14.9

150,552

8.0
Total capital13.6

163,243

15.4

154,675

10.0
Tier 1 leverage9.0

150,552

9.0

150,552

5.0
(1)
Percent required to meet guidelines to be considered well capitalized under the PCA framework.
Regulatory Developments
Minimum Total Loss-Absorbing Capacity
The Federal Reserve’s final rule, which was effective January 1, 2019, includes minimum external total loss-absorbing capacity (TLAC) and long-term debt requirements to improve the resolvability and resiliency of large, interconnected BHCs. As of December 31, 2018, the Corporation’s TLAC and long-term debt exceeded our estimated 2019 minimum requirements.
Stress Buffer Requirements
On April 10, 2018, the Federal Reserve announced a proposal to integrate the annual quantitative assessment of the CCAR program with the buffer requirements in the Basel 3 capital rule by introducing stress buffer requirements as a replacement of the CCAR quantitative objection. Under the Standardized approach, the proposal replaces the existing static 2.5 percent capital conservation buffer with a stress capital buffer, calculated as the decrease in the CET1 capital ratio in the supervisory severely adverse scenario of the modified CCAR stress test plus four quarters of planned common stock dividend payments, floored at 2.5 percent. The static 2.5 percent capital conservation buffer would be retained under the Advanced approaches. The proposal also introduces a stress leverage buffer requirement which would be calculated as the decrease in the Tier 1 leverage ratio in the supervisory severely adverse scenario of the modified CCAR stress test plus four quarters of planned common stock dividends, with
no floor. The SLR would not incorporate a stress buffer requirement. The proposal also updates the capital distribution assumptions used in the CCAR stress test to better align with a firm’s expected actions in stress, notably removing the assumption that a BHC will carry out all of its planned capital actions under stress.
Enhanced Supplementary Leverage Ratio and TLAC Requirements
On April 11, 2018, the Federal Reserve and Office of the Comptroller of the Currency announced a proposal to modify the enhanced SLR standards applicable to U.S. G-SIBs and their insured depository institution subsidiaries. The proposal replaces the existing 2.0 percent leverage buffer with a leverage buffer tailored to each G-SIB, set at 50 percent of the applicable G-SIB surcharge. This proposal also replaces the current 6.0 percent threshold at which a G-SIB’s insured depository institution subsidiaries are considered well capitalized under the PCA framework with a threshold set at 3.0 percent plus 50 percent of the G-SIB surcharge applicable to the subsidiary’s G-SIB holding company. Correspondingly, the proposal updates the external TLAC leverage buffer for each G-SIB to 50 percent of the applicable G-SIB surcharge and revises the leverage component of the minimum external long-term debt requirement from 4.5 percent to 2.5 percent plus 50 percent of the applicable G-SIB surcharge.

Bank of America 2018 46


Revisions to Basel 3 to Address Current Expected Credit Loss Accounting
On December 18, 2018, the U.S. banking regulators issued a final rule to address the regulatory capital impact of using the current expected credit loss methodology to measure credit reserves under a new accounting standard that is effective on January 1, 2020. For more information on this standard, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements. The final rule provides an option to phase in the impact to regulatory capital over a three-year period on a straight-line basis. It also updates the existing regulatory capital framework by creating a new defined term, adjusted allowance for credit losses, which would include credit losses on all financial instruments measured at amortized cost with the exception of purchased credit-deteriorated assets. The final rule continues to allow a limited amount of credit losses to be recognized in Tier 2 capital and maintains the existing limits under the Standardized and Advanced approaches.
Single-Counterparty Credit Limits
On June 14, 2018, the Federal Reserve published a final rule establishing single-counterparty credit limits (SCCL) for BHCs with total consolidated assets of $250 billion or more. The SCCL rule is designed to ensure that the maximum possible loss that a BHC could incur due to the default of a single counterparty or a group of connected counterparties would not endanger the BHC’s survival, thereby reducing the probability of future financial crises. Beginning January 1, 2020, G-SIBs must calculate SCCL on a daily basis by dividing the aggregate net credit exposure to a given counterparty by the G-SIB’s Tier 1 capital, ensuring that exposures to other G-SIBs and nonbank financial institutions regulated by the Federal Reserve do not breach 15 percent of Tier 1 capital and exposures to most other counterparties do not breach 25 percent of Tier 1 capital. Certain exposures, including exposures to the U.S. government, U.S. government-sponsored entities and qualifying central counterparties, are exempt from the credit limits.
Broker-dealer Regulatory Capital and Securities Regulation
The Corporation’s principal U.S. broker-dealer subsidiaries are Merrill Lynch, Pierce, Fenner & Smith Incorporated (MLPF&S) and Merrill Lynch Professional Clearing Corp (MLPCC). MLPCC is a fully-guaranteed subsidiary of MLPF&S and provides clearing and settlement services. Both entities are subject to the net capital requirements of Securities and Exchange Commission (SEC) Rule 15c3-1. Both entities are also registered as futures commission merchants and are subject to the Commodity Futures Trading Commission Regulation 1.17.
MLPF&S has elected to compute the minimum capital requirement in accordance with the Alternative Net Capital Requirement as permitted by SEC Rule 15c3-1. At December 31, 2018, MLPF&S’ regulatory net capital as defined by Rule 15c3-1 was $13.4 billion and exceeded the minimum requirement of $2.0 billion by $11.4 billion. MLPCC’s net capital of $4.4 billion exceeded the minimum requirement of $617 million by $3.8 billion.
In accordance with the Alternative Net Capital Requirements, MLPF&S is required to maintain tentative net capital in excess of $1.0 billion, net capital in excess of $500 million and notify the SEC in the event its tentative net capital is less than $5.0 billion. At December 31, 2018, MLPF&S had tentative net capital and net capital in excess of the minimum and notification requirements.
As a result of resolution planning, the current business of MLPF&S is expected to be reorganized into two affiliated broker-
dealers: MLPF&S and BofA Securities, Inc., a newly formed broker-dealer. Under the contemplated reorganization, which is expected to occur during 2019, BofA Securities, Inc. would become the legal entity for the institutional services that are now provided by MLPF&S. MLPF&S’ retail services would remain with MLPF&S. The contemplated reorganization is subject to regulatory approval. For more information on resolution planning, see Item 1. Business. – .Resolution Planning.
Merrill Lynch International (MLI), a U.K. investment firm, is regulated by the Prudential Regulation Authority and the FCA, and is subject to certain regulatory capital requirements. At December 31, 2018, MLI’s capital resources were $35.0 billion, which exceeded the minimum Pillar 1 requirement of $12.7 billion.
Liquidity Risk
Funding and Liquidity Risk Management
Our primary liquidity risk management objective is to meet expected or unexpected cash flow and collateral needs while continuing to support our businesses and customers under a range of economic conditions. To achieve that objective, we analyze and monitor our liquidity risk under expected and stressed conditions, maintain liquidity and access to diverse funding sources, including our stable deposit base, and seek to align liquidity-related incentives and risks.
We define liquidity as readily available assets, limited to cash and high-quality, liquid, unencumbered securities that we can use to meet our contractual and contingent financial obligations as those obligations arise. We manage our liquidity position through line of business and ALM activities, as well as through our legal entity funding strategy, on both a forward and current (including intraday) basis under both expected and stressed conditions. We believe that a centralized approach to funding and liquidity management enhances our ability to monitor liquidity requirements, maximizes access to funding sources, minimizes borrowing costs and facilitates timely responses to liquidity events.
The Board approves our liquidity risk policy and the Financial Contingency and Recovery Plan. The ERC establishes our liquidity risk tolerance levels. The MRC is responsible for overseeing liquidity risks and directing management to maintain exposures within the established tolerance levels. The MRC reviews and monitors our liquidity position and stress testing results, approves certain liquidity risk limits and reviews the impact of strategic decisions on our liquidity. For more information, see Managing Risk on page 40. Under this governance framework, we have developed certain funding and liquidity risk management practices which include: maintaining liquidity at the parent company and selected subsidiaries, including our bank subsidiaries and other regulated entities; determining what amounts of liquidity are appropriate for these entities based on analysis of debt maturities and other potential cash outflows, including those that we may experience during stressed market conditions; diversifying funding sources, considering our asset profile and legal entity structure; and performing contingency planning.
NB Holdings Corporation
We have intercompany arrangements with certain key subsidiaries under which we transferred certain assets of Bank of America Corporation, as the parent company, which is a separate and distinct legal entity from our banking and nonbank subsidiaries, and agreed to transfer certain additional parent company assets not needed to satisfy anticipated near-term expenditures, to NB Holdings Corporation, a wholly-owned holding company subsidiary

47Bank of America 2018






(NB Holdings). The parent company is expected to continue to have access to the same flow of dividends, interest and other amounts of cash necessary to service its debt, pay dividends and perform other obligations as it would have had if it had not entered into these arrangements and transferred any assets.
In consideration for the transfer of assets, NB Holdings issued a subordinated note to the parent company in a principal amount equal to the value of the transferred assets. The aggregate principal amount of the note will increase by the amount of any future asset transfers. NB Holdings also provided the parent company with a committed line of credit that allows the parent company to draw funds necessary to service near-term cash needs. These arrangements support our preferred single point of entry resolution strategy, under which only the parent company would be resolved under the U.S. Bankruptcy Code. These arrangements include provisions to terminate the line of credit, forgive the subordinated note and require the parent company to transfer its remaining financial assets to NB Holdings if our projected liquidity resources deteriorate so severely that resolution of the parent company becomes imminent.
Global Liquidity Sources and Other Unencumbered Assets
We maintain liquidity available to the Corporation, including the parent company and selected subsidiaries, in the form of cash and high-quality, liquid, unencumbered securities. Our liquidity buffer, referred to as Global Liquidity Sources (GLS), is comprised of assets that are readily available to the parent company and selected subsidiaries, including holding company, bank and broker-dealer subsidiaries, even during stressed market conditions. Our cash is primarily on deposit with the Federal Reserve Bank and, to a lesser extent, central banks outside of the U.S. We limit the composition of high-quality, liquid, unencumbered securities to U.S. government securities, U.S. agency securities, U.S. agency MBS and a select group of non-U.S. government securities. We can quickly obtain cash for these securities, even in stressed conditions, through repurchase agreements or outright sales. We hold our GLS in legal entities that allow us to meet the liquidity requirements of our global businesses, and we consider the impact of potential regulatory, tax, legal and other restrictions that could limit the transferability of funds among entities.
Table 17 presents average GLS for the three months ended December 31, 2018 and 2017.
     
Table 17Average Global Liquidity Sources
     
  Three Months Ended December 31
(Dollars in billions)2018 2017
Parent company and NB Holdings$76
 $79
Bank subsidiaries420
 394
Other regulated entities48
 49
Total Average Global Liquidity Sources$544
 $522
Typically, parent company and NB Holdings liquidity is in the form of cash deposited with BANA.
Our bank subsidiaries’ liquidity is primarily driven by deposit and lending activity, as well as securities valuation and net debt activity. Liquidity at bank subsidiaries excludes the cash deposited by the parent company and NB Holdings. Our bank subsidiaries can also generate incremental liquidity by pledging a range of unencumbered loans and securities to certain FHLBs and the Federal Reserve Discount Window. The cash we could have obtained by borrowing against this pool of specifically-identified eligible assets was $344 billion and $308 billion at December 31,
2018 and 2017. We have established operational procedures to enable us to borrow against these assets, including regularly monitoring our total pool of eligible loans and securities collateral. Eligibility is defined in guidelines from the FHLBs and the Federal Reserve and is subject to change at their discretion. Due to regulatory restrictions, liquidity generated by the bank subsidiaries can generally be used only to fund obligations within the bank subsidiaries, and transfers to the parent company or nonbank subsidiaries may be subject to prior regulatory approval.
Liquidity held in other regulated entities, comprised primarily of broker-dealer subsidiaries, is primarily available to meet the obligations of that entity and transfers to the parent company or to any other subsidiary may be subject to prior regulatory approval due to regulatory restrictions and minimum requirements. Our other regulated entities also hold unencumbered investment-grade securities and equities that we believe could be used to generate additional liquidity.
Table 18 presents the composition of average GLS for the three months ended December 31, 2018 and 2017.
     
Table 18Average Global Liquidity Sources Composition
   
  Three Months Ended December 31
(Dollars in billions)2018 2017
Cash on deposit$113
 $118
U.S. Treasury securities81
 62
U.S. agency securities and mortgage-backed securities340
 330
Non-U.S. government securities10
 12
Total Average Global Liquidity Sources$544
 $522
Our GLS are primarily fundedsubstantially the same in composition to what qualifies as High Quality Liquid Assets (HQLA) under the final U.S. Liquidity Coverage Ratio (LCR) rules. However, HQLA for purposes of calculating LCR is not reported at market value, but at a lower value that incorporates regulatory deductions and the exclusion of excess liquidity held at certain subsidiaries. The LCR is calculated as the amount of a financial institution’s unencumbered HQLA relative to the estimated net cash outflows the institution could encounter over a 30-day period of significant liquidity stress, expressed as a percentage. Our average consolidated HQLA, on a securednet basis, through securities lendingwas $446 billion and repurchase agreements$439 billion for the three months ended December 31, 2018 and these2017. For the same periods, the average consolidated LCR was 118 percent and 125 percent. Our LCR will fluctuate due to normal business flows from customer activity.
Liquidity Stress Analysis
We utilize liquidity stress analysis to assist us in determining the appropriate amounts will varyof liquidity to maintain at the parent company and our subsidiaries to meet contractual and contingent cash outflows under a range of scenarios. The scenarios we consider and utilize incorporate market-wide and Corporation-specific events, including potential credit rating downgrades for the parent company and our subsidiaries, and more severe events including potential resolution scenarios. The scenarios are based on customer activityour historical experience, experience of distressed and market conditions. We believe funding these activitiesfailed financial institutions, regulatory guidance, and both expected and unexpected future events.
The types of potential contractual and contingent cash outflows we consider in theour scenarios may include, but are not limited to, upcoming contractual maturities of unsecured debt and reductions in new debt issuance; diminished access to secured financing markets is more cost-efficientmarkets; potential deposit withdrawals; increased draws on loan

Bank of America 2018 48


commitments, liquidity facilities and less sensitive to changes inletters of credit; additional collateral that counterparties could call if our credit ratings than unsecured financing. Repurchase agreements are generally short-termwere downgraded; collateral and often overnight. Disruptions in secured financing markets for financial institutions have occurred in prior market cycles which resulted in adverse changes in terms or significant reductions in the availability of such financing. We manage the liquidity risksmargin requirements arising from secured funding by sourcing funding globally from a diverse group of counterparties, providing a range of securities collateralmarket value changes; and pursuing longer durations, when appropriate. For more information on secured financing agreements, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreementspotential liquidity required to maintain businesses and Short-term Borrowingsfinance customer activities. Changes in certain market factors, including, but not limited to, credit rating downgrades, could negatively impact potential contractual and contingent outflows and the Consolidated Financial Statements.related financial instruments, and in some cases these impacts could be material to our financial results.
We issue long-term unsecured debt in a varietyconsider all sources of maturities and currencies to achieve cost-efficient funding and to maintain an appropriate maturity profile. While the cost and availability of unsecured funding may be negatively impacted by general market conditions or by matters specific to the financial services industry or the Corporation, we seek to mitigate refinancing risk by actively managing the amount of our borrowingsfunds that we anticipate will mature within any month or quarter.
During 2017, we issued $53.3 billion of long-term debt consisting of $37.7 billion for Bank of America Corporation, substantially all of which was TLAC compliant, $8.2 billion for Bank of America, N.A.could access during each stress scenario and $7.4 billion of other debt.
In December 2017, pursuant to a private offering, we exchanged $11.0 billion of outstanding long-term debt for new fixed/floating-rate senior notes, subject to certain terms and conditions, to extend maturities and improvefocus particularly on matching available sources with corresponding liquidity requirements by legal entity. We also use the structure of this debt for TLAC purposes. Based on the attributes of the exchange transactions, the newly issued securities are not considered substantially different, for accounting purposes, from the exchanged securities. Therefore, there was no impact to ourstress modeling results of operations as any amounts paid to debt holders were capitalized, and the premiums or discounts on the outstanding long-term debt were carried over to the new securities and will be amortized over their contractual lives using a revised effective interest rate.
Table 19 presents our long-term debt by major currency at December 31, 2017 and 2016.
     
Table 19Long-term Debt by Major Currency
   
  December 31
(Dollars in millions)2017 2016
U.S. dollar$175,623
 $172,082
Euro35,481
 28,236
British pound7,016
 6,588
Australian dollar3,046
 2,900
Japanese yen2,993
 3,919
Canadian dollar1,966
 1,049
Other1,277
 2,049
Total long-term debt$227,402
 $216,823
Total long-term debt increased $10.6 billion, or five percent, in 2017, primarily due to issuances outpacing maturities. We may, from time to time, purchase outstanding debt instruments in various transactions, depending on prevailing market conditions, liquidity and other factors. In addition, our other regulated entities
may make markets in our debt instruments to provide liquidity for investors.
We use derivative transactions to manage the duration, interest rateour asset and currency risks of our borrowings, considering the characteristics of the assets they are funding. For more informationliability profile and establish limits and guidelines on our ALM activities, see Interest Rate Risk Management for the Banking Book on page 81.
We may also issue unsecured debt in the form of structured notes for client purposes, certain of which qualify as TLAC eligible debt. During 2017, we issued $5.4 billion of structured notes, which are debt obligations that pay investors returns linked to other debt or equity securities, indices, currencies or commodities. We typically hedge the returns we are obligated to pay on these liabilities with derivatives and/or investments in the underlying instruments, so that from a funding perspective, the cost is similar to our other unsecured long-term debt. We could be required to settle certain structured note obligations for cash or other securities prior to maturity under certain circumstances, which we consider for liquidity planning purposes. We believe, however, that a portion of such borrowings will remain outstanding beyond the earliest put or redemption date.
Substantially all of our seniorsources and subordinated debt obligations contain no provisions that could trigger a requirement for an early repayment, require additional collateral support, result in changes to terms, accelerate maturity or create additional financial obligations upon an adverse change in our credit ratings, financial ratios, earnings, cash flows or stock price. For more information on long-term debt funding, see Note 11 – Long-term Debt to the Consolidated Financial Statements.businesses.
Contingency Planning
We have developed and maintain contingency plans that are designed to prepare us in advance to respond in the event of potential adverse economic, financial or market stress. These contingency plans include our Capital Contingency Plan and Financial Contingency and Recovery Plan, which provide monitoring, escalation, actions and routines designed to enable us to increase capital, access funding sources and reduce risk through consideration of potential options that include asset sales, business sales, capital or debt issuances, or other de-risking strategies. We also maintain a Resolution Plan to limit adverse systemic impacts that could be associated with a potential resolution of Bank of America.
Strategic Risk Management
Strategic risk is embedded in every business and is one of the major risk categories along with credit, market, liquidity, compliance, operational and reputational risks. This risk results from incorrect assumptions about external or internal factors, inappropriate business plans, ineffective business strategy execution, or failure to respond in a timely manner to changes in the regulatory, macroeconomic or competitive environments, in the geographic locations in which we operate, such as competitor actions, changing customer preferences, product obsolescence and technology developments. Our strategic plan is consistent with our risk appetite, capital plan and liquidity requirements, and specifically addresses strategic risks.
On an annual basis, the Board reviews and approves the strategic plan, capital plan, financial operating plan and Risk Appetite Statement. With oversight by the Board, executive management directs the lines of business to execute our strategic plan consistent with our core operating principles and risk appetite. The executive management team monitors business performance throughout the year and provides the Board with regular progress reports on whether strategic objectives and timelines are being met, including reports on strategic risks and if additional or alternative actions need to be considered or implemented. The regular executive reviews focus on assessing forecasted earnings and returns on capital, the current risk profile, current capital and liquidity requirements, staffing levels and changes required to support the strategic plan, stress testing results, and other qualitative factors such as market growth rates and peer analysis.
Significant strategic actions, such as capital actions, material acquisitions or divestitures, and resolution plans are reviewed and approved by the Board. At the business level, processes are in place to discuss the strategic risk implications of new, expanded or modified businesses, products or services and other strategic initiatives, and to provide formal review and approval where
required. With oversight by the Board and the ERC, executive management performs similar analyses throughout the year, and evaluates changes to the financial forecast or the risk, capital or liquidity positions as deemed appropriate to balance and optimize achieving the targeted risk appetite, shareholder returns and maintaining the targeted financial strength. Proprietary models are used to measure the capital requirements for credit, country, market, operational and strategic risks. The allocated capital assigned to each business is based on its unique risk profile. With oversight by the Board, executive management assesses the risk-adjusted returns of each business in approving strategic and financial operating plans. The businesses use allocated capital to define business strategies, and price products and transactions.
Capital Management
The Corporation manages its capital position so that its capital is more than adequate to support its business activities and aligns with risk, risk appetite and strategic planning. Additionally, we seek to maintain safety and soundness at all times, even under adverse scenarios, take advantage of organic growth opportunities, meet obligations to creditors and counterparties, maintain ready access to financial markets, continue to serve as a credit intermediary, remain a source of strength for our subsidiaries, and satisfy current and future regulatory capital requirements. Capital management is integrated into our risk and governance processes, as capital is a key consideration in the development of our strategic plan, risk appetite and risk limits.
We conduct an Internal Capital Adequacy Assessment Process (ICAAP) on a periodic basis. The ICAAP is a forward-looking assessment of our projected capital needs and resources, incorporating earnings, balance sheet and risk forecasts under baseline and adverse economic and market conditions. We utilize periodic stress tests to assess the potential impacts to our balance sheet, earnings, regulatory capital and liquidity under a variety of stress scenarios. We perform qualitative risk assessments to identify and assess material risks not fully captured in our forecasts or stress tests. We assess the potential capital impacts of proposed changes to regulatory capital requirements. Management assesses ICAAP results and provides documented quarterly assessments of the adequacy of our capital guidelines and capital position to the Board or its committees.
We periodically review capital allocated to our businesses and allocate capital annually during the strategic and capital planning processes. For additional information, see Business Segment Operations on page 30.
CCAR and Capital Planning
The Federal Reserve requires BHCs to submit a capital plan and requests for capital actions on an annual basis, consistent with the rules governing the CCAR capital plan.
On June 28, 2018, following the Federal Reserve’s non-objection to our 2018 CCAR capital plan, the Board authorized the repurchase of approximately $20.6 billion in common stock from July 1, 2018 through June 30, 2019, which includes approximately $600 million in repurchases to offset shares awarded under equity-based compensation plans during the same period. In addition to the previously announced repurchases associated with the 2018 CCAR capital plan, on February 7, 2019, we announced a plan to repurchase an additional $2.5 billion of common stock through June 30, 2019, which was approved by the Federal Reserve.
During 2018, pursuant to the Board’s authorizations, including those related to our 2017 CCAR capital plan that expired June 30, 2018, we repurchased $20.1 billion of common stock, which includes common stock repurchases to offset equity-based

43Bank of America 2018






compensation awards. At December 31, 2018, our remaining stock repurchase authorization was $10.3 billion.
Our stock repurchases are subject to various factors, including the Corporation’s capital position, liquidity, financial performance and alternative uses of capital, stock trading price and general market conditions, and may be suspended at any time. The repurchases may be effected through open market purchases or privately negotiated transactions, including repurchase plans that satisfy the conditions of Rule 10b5-1 of the Securities Exchange Act of 1934, as amended. As a “well-capitalized” BHC, we may notify the Federal Reserve of our intention to make additional capital distributions not to exceed 0.25 percent of Tier 1 capital, and which were not contemplated in our capital plan, subject to the Federal Reserve’s non-objection.
Regulatory Capital
As a financial services holding company, we are subject to regulatory capital rules, including Basel 3, issued by U.S. banking regulators. Basel 3 established minimum capital ratios and buffer requirements and outlined two methods of calculating risk-weighted assets, the Standardized approach and the Advanced approaches. The Standardized approach relies primarily on supervisory risk weights based on exposure type, and the Advanced approaches determine risk weights based on internal models.
The Corporation and its primary affiliated banking entity, BANA, are Advanced approaches institutions under Basel 3 and are required to report regulatory risk-based capital ratios and risk-weighted assets under both the Standardized and Advanced approaches. The approach that yields the lower ratio is used to assess capital adequacy including under the Prompt Corrective Action (PCA) framework. As of December 31, 2018, Common equity tier 1 (CET1) and Tier 1 capital ratios for the Corporation were lower under the Standardized approach whereas the Advanced approaches yielded a lower Total capital ratio.
Minimum Capital Requirements
Minimum capital requirements and related buffers were fully phased in as of January 1, 2019. The PCA framework established categories of capitalization, including well capitalized, based on the Basel 3 regulatory ratio requirements. U.S. banking regulators are required to take certain mandatory actions depending on the category of capitalization, with no mandatory actions required for well-capitalized banking organizations.
In order to avoid restrictions on capital distributions and discretionary bonus payments, the Corporation must meet risk-based capital ratio requirements that include a capital conservation buffer greater than 2.5 percent, plus any applicable countercyclical capital buffer and a global systemically important bank (G-SIB) surcharge. The buffers and surcharge must be comprised solely of CET1 capital and were phased in over a three-year period that ended January 1, 2019.
The Corporation is also required to maintain a minimum supplementary leverage ratio (SLR) of 3.0 percent plus a leverage buffer of 2.0 percent in order to avoid certain restrictions on capital distributions and discretionary bonus payments. Our insured depository institution subsidiaries are required to maintain a minimum 6.0 percent SLR to be considered well capitalized under the PCA framework. The numerator of the SLR is quarter-end Basel 3 Tier 1 capital. The denominator is total leverage exposure based on the daily average of the sum of on-balance sheet exposures less permitted Tier 1 deductions, as well as the simple average of certain off-balance sheet exposures, as of the end of each month in a quarter.
Capital Composition and Ratios
Table 13 presents Bank of America Corporation’s capital ratios and related information in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 2018 and 2017. As of the periods presented, the Corporation met the definition of well capitalized under current regulatory requirements.

Bank of America 2018 44











Table 13
Bank of America Corporation Regulatory Capital under Basel 3 (1)
    
   
 Standardized
Approach
 Advanced
Approaches
 
Current Regulatory Minimum (2)
 
2019 Regulatory Minimum (3)
(Dollars in millions, except as noted)December 31, 2018
Risk-based capital metrics:       
Common equity tier 1 capital$167,272
 $167,272
    
Tier 1 capital189,038
 189,038
    
Total capital (4)
221,304
 212,878
    
Risk-weighted assets (in billions)1,437
 1,409
    
Common equity tier 1 capital ratio11.6% 11.9% 8.25% 9.5%
Tier 1 capital ratio13.2
 13.4
 9.75
 11.0
Total capital ratio15.4
 15.1
 11.75
 13.0
         
Leverage-based metrics:       
Adjusted quarterly average assets (in billions) (5)
$2,258
 $2,258
    
Tier 1 leverage ratio8.4% 8.4% 4.0
 4.0
        
SLR leverage exposure (in billions)  $2,791
    
SLR  6.8% 5.0
 5.0















December 31, 2017
Risk-based capital metrics:










Common equity tier 1 capital$168,461

$168,461






Tier 1 capital190,189

190,189






Total capital (4)
224,209

215,311






Risk-weighted assets (in billions)1,443

1,459






Common equity tier 1 capital ratio11.7%
11.5%
7.25%
9.5%
Tier 1 capital ratio13.2

13.0

8.75

11.0
Total capital ratio15.5

14.8

10.75

13.0













Leverage-based metrics:










Adjusted quarterly average assets (in billions) (5)
$2,223

$2,223






Tier 1 leverage ratio8.6%
8.6%
4.0

4.0
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.
(2)
The December 31, 2018 and 2017 amounts include a transition capital conservation buffer of 1.875 percent and 1.25 percent and a transition G-SIB surcharge of 1.875 percent and 1.5 percent. The countercyclical capital buffer for both periods is zero.
(3)
The 2019 regulatory minimums include a capital conservation buffer of 2.5 percent and G-SIB surcharge of 2.5 percent. The countercyclical capital buffer is zero. We became subject to these regulatory minimums on January 1, 2019. The SLR minimum includes a leverage buffer of 2.0 percent and was applicable beginning on January 1, 2018.
(4)
Total capital under the Advanced approaches differs from the Standardized approach due to differences in the amount permitted in Tier 2 capital related to the qualifying allowance for credit losses.
(5)
Reflects adjusted average total assets for the three months ended December 31, 2018 and 2017.
CET1 capital was $167.3 billion at December 31, 2018, a decrease of $1.2 billion from December 31, 2017, driven by common stock repurchases, dividends and market value declines on AFS debt securities included in accumulated OCI, partially offset by earnings. During 2018, Total capital under the Advanced approaches decreased $2.4 billion driven by the same factors as CET1 capital and a decrease in subordinated debt included in Tier
2 capital. Standardized risk-weighted assets, which yielded the lower CET1 capital ratio for December 31, 2018, decreased $5.5 billion during 2018 to $1,437 billion primarily due to sales of non-core mortgage loans and a decrease in market risk, partially offset by an increase in commercial loans.
Table 14 shows the capital composition at December 31, 2018 and 2017.
     
Table 14
Capital Composition under Basel 3 (1)








  December 31
(Dollars in millions)2018
2017
Total common shareholders’ equity$242,999

$244,823
Goodwill, net of related deferred tax liabilities(68,572)
(68,576)
Deferred tax assets arising from net operating loss and tax credit carryforwards(5,981)
(6,555)
Intangibles, other than mortgage servicing rights and goodwill, net of related deferred tax liabilities(1,294)
(1,743)
Other120

512
Common equity tier 1 capital167,272

168,461
Qualifying preferred stock, net of issuance cost22,326

22,323
Other(560)
(595)
Tier 1 capital189,038

190,189
Tier 2 capital instruments21,887

22,938
Eligible credit reserves included in Tier 2 capital1,972

2,272
Other(19)
(88)
Total capital under the Advanced approaches$212,878

$215,311
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.

45Bank of America 2018






Table 15 shows the components of risk-weighted assets as measured under Basel 3 at December 31, 2018 and 2017.
         
Table 15
Risk-weighted Assets under Basel 3 (1)
       
         
 Standardized Approach Advanced Approaches Standardized Approach Advanced Approaches
 December 31
(Dollars in billions)

2018 2017
Credit risk$1,384
 $827
 $1,384
 $867
Market risk53
 52
 59
 58
Operational riskn/a
 500
 n/a
 500
Risks related to credit valuation adjustmentsn/a
 30
 n/a
 34
Total risk-weighted assets$1,437
 $1,409
 $1,443
 $1,459
(1)
Basel 3 transition provisions for regulatory capital adjustments and deductions were fully phased in as of January 1, 2018. Prior periods are presented on a fully phased-in basis.
n/a = not applicable
Bank of America, N.A. Regulatory Capital
Table 16 presents regulatory capital information for BANA in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 2018 and 2017. BANA met the definition of well capitalized under the PCA framework for both periods.
           
Table 16Bank of America, N.A. Regulatory Capital under Basel 3  
           
  Standardized Approach Advanced Approaches  
 Ratio Amount Ratio Amount 
Minimum
Required 
(1)
(Dollars in millions)

December 31, 2018
Common equity tier 1 capital12.5% $149,824
 15.6% $149,824
 6.5%
Tier 1 capital12.5
 149,824
 15.6
 149,824
 8.0
Total capital13.5
 161,760
 16.0
 153,627
 10.0
Tier 1 leverage8.7
 149,824
 8.7
 149,824
 5.0
SLR    7.1
 149,824
 6.0


















December 31, 2017
Common equity tier 1 capital12.5%
$150,552

14.9%
$150,552

6.5%
Tier 1 capital12.5

150,552

14.9

150,552

8.0
Total capital13.6

163,243

15.4

154,675

10.0
Tier 1 leverage9.0

150,552

9.0

150,552

5.0
(1)
Percent required to meet guidelines to be considered well capitalized under the PCA framework.
Regulatory Developments
Minimum Total Loss-Absorbing Capacity
The Federal Reserve’s final rule, which was effective January 1, 2019, includes minimum external total loss-absorbing capacity (TLAC) and long-term debt requirements to improve the resolvability and resiliency of large, interconnected BHCs. As of December 31, 2018, the Corporation’s TLAC and long-term debt exceeded our estimated 2019 minimum requirements.
Stress Buffer Requirements
On April 10, 2018, the Federal Reserve announced a proposal to integrate the annual quantitative assessment of the CCAR program with the buffer requirements in the Basel 3 capital rule by introducing stress buffer requirements as a replacement of the CCAR quantitative objection. Under the Standardized approach, the proposal replaces the existing static 2.5 percent capital conservation buffer with a stress capital buffer, calculated as the decrease in the CET1 capital ratio in the supervisory severely adverse scenario of the modified CCAR stress test plus four quarters of planned common stock dividend payments, floored at 2.5 percent. The static 2.5 percent capital conservation buffer would be retained under the Advanced approaches. The proposal also introduces a stress leverage buffer requirement which would be calculated as the decrease in the Tier 1 leverage ratio in the supervisory severely adverse scenario of the modified CCAR stress test plus four quarters of planned common stock dividends, with
no floor. The SLR would not incorporate a stress buffer requirement. The proposal also updates the capital distribution assumptions used in the CCAR stress test to better align with a firm’s expected actions in stress, notably removing the assumption that a BHC will carry out all of its planned capital actions under stress.
Enhanced Supplementary Leverage Ratio and TLAC Requirements
On April 11, 2018, the Federal Reserve and Office of the Comptroller of the Currency announced a proposal to modify the enhanced SLR standards applicable to U.S. G-SIBs and their insured depository institution subsidiaries. The proposal replaces the existing 2.0 percent leverage buffer with a leverage buffer tailored to each G-SIB, set at 50 percent of the applicable G-SIB surcharge. This proposal also replaces the current 6.0 percent threshold at which a G-SIB’s insured depository institution subsidiaries are considered well capitalized under the PCA framework with a threshold set at 3.0 percent plus 50 percent of the G-SIB surcharge applicable to the subsidiary’s G-SIB holding company. Correspondingly, the proposal updates the external TLAC leverage buffer for each G-SIB to 50 percent of the applicable G-SIB surcharge and revises the leverage component of the minimum external long-term debt requirement from 4.5 percent to 2.5 percent plus 50 percent of the applicable G-SIB surcharge.

Bank of America 2018 46


Revisions to Basel 3 to Address Current Expected Credit Loss Accounting
On December 18, 2018, the U.S. banking regulators issued a final rule to address the regulatory capital impact of using the current expected credit loss methodology to measure credit reserves under a new accounting standard that is effective on January 1, 2020. For more information on this standard, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements. The final rule provides an option to phase in the impact to regulatory capital over a three-year period on a straight-line basis. It also updates the existing regulatory capital framework by creating a new defined term, adjusted allowance for credit losses, which would include credit losses on all financial instruments measured at amortized cost with the exception of purchased credit-deteriorated assets. The final rule continues to allow a limited amount of credit losses to be recognized in Tier 2 capital and maintains the existing limits under the Standardized and Advanced approaches.
Single-Counterparty Credit Limits
On June 14, 2018, the Federal Reserve published a final rule establishing single-counterparty credit limits (SCCL) for BHCs with total consolidated assets of $250 billion or more. The SCCL rule is designed to ensure that the maximum possible loss that a BHC could incur due to the default of a single counterparty or a group of connected counterparties would not endanger the BHC’s survival, thereby reducing the probability of future financial crises. Beginning January 1, 2020, G-SIBs must calculate SCCL on a daily basis by dividing the aggregate net credit exposure to a given counterparty by the G-SIB’s Tier 1 capital, ensuring that exposures to other G-SIBs and nonbank financial institutions regulated by the Federal Reserve do not breach 15 percent of Tier 1 capital and exposures to most other counterparties do not breach 25 percent of Tier 1 capital. Certain exposures, including exposures to the U.S. government, U.S. government-sponsored entities and qualifying central counterparties, are exempt from the credit limits.
Broker-dealer Regulatory Capital and Securities Regulation
The Corporation’s principal U.S. broker-dealer subsidiaries are Merrill Lynch, Pierce, Fenner & Smith Incorporated (MLPF&S) and Merrill Lynch Professional Clearing Corp (MLPCC). MLPCC is a fully-guaranteed subsidiary of MLPF&S and provides clearing and settlement services. Both entities are subject to the net capital requirements of Securities and Exchange Commission (SEC) Rule 15c3-1. Both entities are also registered as futures commission merchants and are subject to the Commodity Futures Trading Commission Regulation 1.17.
MLPF&S has elected to compute the minimum capital requirement in accordance with the Alternative Net Capital Requirement as permitted by SEC Rule 15c3-1. At December 31, 2018, MLPF&S’ regulatory net capital as defined by Rule 15c3-1 was $13.4 billion and exceeded the minimum requirement of $2.0 billion by $11.4 billion. MLPCC’s net capital of $4.4 billion exceeded the minimum requirement of $617 million by $3.8 billion.
In accordance with the Alternative Net Capital Requirements, MLPF&S is required to maintain tentative net capital in excess of $1.0 billion, net capital in excess of $500 million and notify the SEC in the event its tentative net capital is less than $5.0 billion. At December 31, 2018, MLPF&S had tentative net capital and net capital in excess of the minimum and notification requirements.
As a result of resolution planning, the current business of MLPF&S is expected to be reorganized into two affiliated broker-
dealers: MLPF&S and BofA Securities, Inc., a newly formed broker-dealer. Under the contemplated reorganization, which is expected to occur during 2019, BofA Securities, Inc. would become the legal entity for the institutional services that are now provided by MLPF&S. MLPF&S’ retail services would remain with MLPF&S. The contemplated reorganization is subject to regulatory approval. For more information on resolution planning, see Item 1. Business. – .Resolution Planning.
Merrill Lynch International (MLI), a U.K. investment firm, is regulated by the Prudential Regulation Authority and the FCA, and is subject to certain regulatory capital requirements. At December 31, 2018, MLI’s capital resources were $35.0 billion, which exceeded the minimum Pillar 1 requirement of $12.7 billion.
Liquidity Risk
Funding and Liquidity Risk Management
Our primary liquidity risk management objective is to meet expected or unexpected cash flow and collateral needs while continuing to support our businesses and customers under a range of economic conditions. To achieve that objective, we analyze and monitor our liquidity risk under expected and stressed conditions, maintain liquidity and access to diverse funding sources, including our stable deposit base, and seek to align liquidity-related incentives and risks.
We define liquidity as readily available assets, limited to cash and high-quality, liquid, unencumbered securities that we can use to meet our contractual and contingent financial obligations as those obligations arise. We manage our liquidity position through line of business and ALM activities, as well as through our legal entity funding strategy, on both a forward and current (including intraday) basis under both expected and stressed conditions. We believe that a centralized approach to funding and liquidity management enhances our ability to monitor liquidity requirements, maximizes access to funding sources, minimizes borrowing costs and facilitates timely responses to liquidity events.
The Board approves our liquidity risk policy and the Financial Contingency and Recovery Plan. The ERC establishes our liquidity risk tolerance levels. The MRC is responsible for overseeing liquidity risks and directing management to maintain exposures within the established tolerance levels. The MRC reviews and monitors our liquidity position and stress testing results, approves certain liquidity risk limits and reviews the impact of strategic decisions on our liquidity. For more information, see Managing Risk on page 40. Under this governance framework, we have developed certain funding and liquidity risk management practices which include: maintaining liquidity at the parent company and selected subsidiaries, including our bank subsidiaries and other regulated entities; determining what amounts of liquidity are appropriate for these entities based on analysis of debt maturities and other potential cash outflows, including those that we may experience during stressed market conditions; diversifying funding sources, considering our asset profile and legal entity structure; and performing contingency planning.
NB Holdings Corporation
We have intercompany arrangements with certain key subsidiaries under which we transferred certain assets of Bank of America Corporation, as the parent company, which is a separate and distinct legal entity from our banking and nonbank subsidiaries, and agreed to transfer certain additional parent company assets not needed to satisfy anticipated near-term expenditures, to NB Holdings Corporation, a wholly-owned holding company subsidiary

47Bank of America 2018






(NB Holdings). The parent company is expected to continue to have access to the same flow of dividends, interest and other amounts of cash necessary to service its debt, pay dividends and perform other obligations as it would have had if it had not entered into these arrangements and transferred any assets.
In consideration for the transfer of assets, NB Holdings issued a subordinated note to the parent company in a principal amount equal to the value of the transferred assets. The aggregate principal amount of the note will increase by the amount of any future asset transfers. NB Holdings also provided the parent company with a committed line of credit that allows the parent company to draw funds necessary to service near-term cash needs. These arrangements support our preferred single point of entry resolution strategy, under which only the parent company would be resolved under the U.S. Bankruptcy Code. These arrangements include provisions to terminate the line of credit, forgive the subordinated note and require the parent company to transfer its remaining financial assets to NB Holdings if our projected liquidity resources deteriorate so severely that resolution of the parent company becomes imminent.
Global Liquidity Sources and Other Unencumbered Assets
We maintain liquidity available to the Corporation, including the parent company and selected subsidiaries, in the form of cash and high-quality, liquid, unencumbered securities. Our liquidity buffer, referred to as Global Liquidity Sources (GLS), is comprised of assets that are readily available to the parent company and selected subsidiaries, including holding company, bank and broker-dealer subsidiaries, even during stressed market conditions. Our cash is primarily on deposit with the Federal Reserve Bank and, to a lesser extent, central banks outside of the U.S. We limit the composition of high-quality, liquid, unencumbered securities to U.S. government securities, U.S. agency securities, U.S. agency MBS and a select group of non-U.S. government securities. We can quickly obtain cash for these securities, even in stressed conditions, through repurchase agreements or outright sales. We hold our GLS in legal entities that allow us to meet the liquidity requirements of our global businesses, and we consider the impact of potential regulatory, tax, legal and other restrictions that could limit the transferability of funds among entities.
Table 17 presents average GLS for the three months ended December 31, 2018 and 2017.
     
Table 17Average Global Liquidity Sources
     
  Three Months Ended December 31
(Dollars in billions)2018 2017
Parent company and NB Holdings$76
 $79
Bank subsidiaries420
 394
Other regulated entities48
 49
Total Average Global Liquidity Sources$544
 $522
Typically, parent company and NB Holdings liquidity is in the form of cash deposited with BANA.
Our bank subsidiaries’ liquidity is primarily driven by deposit and lending activity, as well as securities valuation and net debt activity. Liquidity at bank subsidiaries excludes the cash deposited by the parent company and NB Holdings. Our bank subsidiaries can also generate incremental liquidity by pledging a range of unencumbered loans and securities to certain FHLBs and the Federal Reserve Discount Window. The cash we could have obtained by borrowing against this pool of specifically-identified eligible assets was $344 billion and $308 billion at December 31,
2018 and 2017. We have established operational procedures to enable us to borrow against these assets, including regularly monitoring our total pool of eligible loans and securities collateral. Eligibility is defined in guidelines from the FHLBs and the Federal Reserve and is subject to change at their discretion. Due to regulatory restrictions, liquidity generated by the bank subsidiaries can generally be used only to fund obligations within the bank subsidiaries, and transfers to the parent company or nonbank subsidiaries may be subject to prior regulatory approval.
Liquidity held in other regulated entities, comprised primarily of broker-dealer subsidiaries, is primarily available to meet the obligations of that entity and transfers to the parent company or to any other subsidiary may be subject to prior regulatory approval due to regulatory restrictions and minimum requirements. Our other regulated entities also hold unencumbered investment-grade securities and equities that we believe could be used to generate additional liquidity.
Table 18 presents the composition of average GLS for the three months ended December 31, 2018 and 2017.
     
Table 18Average Global Liquidity Sources Composition
   
  Three Months Ended December 31
(Dollars in billions)2018 2017
Cash on deposit$113
 $118
U.S. Treasury securities81
 62
U.S. agency securities and mortgage-backed securities340
 330
Non-U.S. government securities10
 12
Total Average Global Liquidity Sources$544
 $522
Our GLS are substantially the same in composition to what qualifies as High Quality Liquid Assets (HQLA) under the final U.S. Liquidity Coverage Ratio (LCR) rules. However, HQLA for purposes of calculating LCR is not reported at market value, but at a lower value that incorporates regulatory deductions and the exclusion of excess liquidity held at certain subsidiaries. The LCR is calculated as the amount of a financial institution’s unencumbered HQLA relative to the estimated net cash outflows the institution could encounter over a 30-day period of significant liquidity stress, expressed as a percentage. Our average consolidated HQLA, on a net basis, was $446 billion and $439 billion for the three months ended December 31, 2018 and 2017. For the same periods, the average consolidated LCR was 118 percent and 125 percent. Our LCR will fluctuate due to normal business flows from customer activity.
Liquidity Stress Analysis
We utilize liquidity stress analysis to assist us in determining the appropriate amounts of liquidity to maintain at the parent company and our subsidiaries to meet contractual and contingent cash outflows under a range of scenarios. The scenarios we consider and utilize incorporate market-wide and Corporation-specific events, including potential credit rating downgrades for the parent company and our subsidiaries, and more severe events including potential resolution scenarios. The scenarios are based on our historical experience, experience of distressed and failed financial institutions, regulatory guidance, and both expected and unexpected future events.
The types of potential contractual and contingent cash outflows we consider in our scenarios may include, but are not limited to, upcoming contractual maturities of unsecured debt and reductions in new debt issuance; diminished access to secured financing markets; potential deposit withdrawals; increased draws on loan

Bank of America 2018 48


commitments, liquidity facilities and letters of credit; additional collateral that counterparties could call if our credit ratings were downgraded; collateral and margin requirements arising from market value changes; and potential liquidity required to maintain businesses and finance customer activities. Changes in certain market factors, including, but not limited to, credit rating downgrades, could negatively impact potential contractual and contingent outflows and the related financial instruments, and in some cases these impacts could be material to our financial results.
We consider all sources of funds that we could access during each stress scenario and focus particularly on matching available sources with corresponding liquidity requirements by legal entity. We also use the stress modeling results to manage our asset and liability profile and establish limits and guidelines on certain funding sources and businesses.
Net Stable Funding Ratio
U.S. banking regulators issued a proposal for a Net Stable Funding Ratio (NSFR) requirement applicable to U.S. financial institutions following the Basel Committee’s final standard. The proposed U.S. NSFR would apply to the Corporation on a consolidated basis and to our insured depository institutions. While the final requirement remains pending and is subject to change, if finalized as proposed, we expect to be in compliance within the regulatory timeline. The standard is intended to reduce funding risk over a longer time horizon. The NSFR is designed to provide an appropriate amount of stable funding, generally capital and liabilities maturing beyond one year, given the mix of assets and off-balance sheet items.
Diversified Funding Sources
We fund our assets primarily with a mix of deposits, and secured and unsecured liabilities through a centralized, globally coordinated funding approach diversified across products, programs, markets, currencies and investor groups.
The primary benefits of our centralized funding approach include greater control, reduced funding costs, wider name recognition by investors and greater flexibility to meet the variable funding requirements of subsidiaries. Where regulations, time zone differences or other business considerations make parent company funding impractical, certain other subsidiaries may issue their own debt.
We fund a substantial portion of our lending activities through our deposits, which were $1.38 trillion and $1.31 trillion at December 31, 2018 and 2017. Deposits are primarily generated by our Consumer Banking, GWIM and Global Banking segments. These deposits are diversified by clients, product type and geography, and the majority of our U.S. deposits are insured by the FDIC. We consider a substantial portion of our deposits to be a stable, low-cost and consistent source of funding. We believe this deposit funding is generally less sensitive to interest rate changes, market volatility or changes in our credit ratings than wholesale funding sources. Our lending activities may also be financed through secured borrowings, including credit card securitizations and securitizations with government-sponsored enterprises (GSE), the Federal Housing Administration (FHA) and private-label investors, as well as FHLB loans.
Our trading activities in other regulated entities are primarily funded on a secured basis through securities lending and repurchase agreements, and these amounts will vary based on customer activity and market conditions. We believe funding these activities in the secured financing markets is more cost-efficient and less sensitive to changes in our credit ratings than unsecured financing. Repurchase agreements are generally short-term and
often overnight. Disruptions in secured financing markets for financial institutions have occurred in prior market cycles which resulted in adverse changes in terms or significant reductions in the availability of such financing. We manage the liquidity risks arising from secured funding by sourcing funding globally from a diverse group of counterparties, providing a range of securities collateral and pursuing longer durations, when appropriate. For more information on secured financing agreements, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreements, Short-term Borrowings and Restricted Cash to the Consolidated Financial Statements.
We issue long-term unsecured debt in a variety of maturities and currencies to achieve cost-efficient funding and to maintain an appropriate maturity profile. While the cost and availability of unsecured funding may be negatively impacted by general market conditions or by matters specific to the financial services industry or the Corporation, we seek to mitigate refinancing risk by actively managing the amount of our borrowings that we anticipate will mature within any month or quarter.
Table 19 presents our long-term debt by major currency at December 31, 2018 and 2017.
     
Table 19Long-term Debt by Major Currency
   
  December 31
(Dollars in millions)2018 2017
U.S. dollar$180,709
 $175,623
Euro34,296
 35,481
British pound5,450
 7,016
Japanese yen3,036
 2,993
Canadian dollar2,935
 1,966
Australian dollar1,722
 3,046
Other1,192
 1,277
Total long-term debt$229,340
 $227,402
Total long-term debt increased $1.9 billion during 2018, primarily due to issuances outpacing maturities and redemptions. We may, from time to time, purchase outstanding debt instruments in various transactions, depending on market conditions, liquidity and other factors. Our other regulated entities may also make markets in our debt instruments to provide liquidity for investors. For more information on long-term debt funding, see Note 11 – Long-term Debt to the Consolidated Financial Statements.
During 2018, we issued $64.4 billion of long-term debt consisting of $30.7 billion for Bank of America Corporation, substantially all of which was TLAC compliant, $18.7 billion for Bank of America, N.A. and $15.0 billion of other debt. During 2017, we issued $53.3 billion of long-term debt consisting of $37.7 billion for Bank of America Corporation, substantially all of which was TLAC compliant, $8.2 billion for Bank of America, N.A. and $7.4 billion of other debt.
During 2018, we had total long-term debt maturities and redemptions in the aggregate of $53.3 billion consisting of $29.8 billion for Bank of America Corporation, $11.2 billion for Bank of America, N.A. and $12.3 billion of other debt. During 2017, we had total long-term debt maturities and redemptions in the aggregate of $48.8 billion consisting of $29.1 billion for Bank of America Corporation, $13.3 billion for Bank of America, N.A. and $6.4 billion of other debt.
During 2018, we redeemed trust preferred securities of 11 trusts with a carrying value of $3.1 billion and recorded a charge of $729 million in other income. We also collapsed two trusts, with no financial statement impact, that held fixed-rate junior subordinated notes with a carrying value of $741 million that were

49Bank of America 2018






outstanding at December 31, 2018. At December 31, 2018, we had one remaining floating-rate junior subordinated note held in trust.
We use derivative transactions to manage the duration, interest rate and currency risks of our borrowings, considering the characteristics of the assets they are funding. For more information on our ALM activities, see Interest Rate Risk Management for the Banking Book on page 74.
We may also issue unsecured debt in the form of structured notes for client purposes, certain of which qualify as TLAC eligible debt. During 2018, we issued $6.9 billion of structured notes, which are debt obligations that pay investors returns linked to other debt or equity securities, indices, currencies or commodities. We typically hedge the returns we are obligated to pay on these liabilities with derivatives and/or investments in the underlying instruments, so that from a funding perspective, the cost is similar to our other unsecured long-term debt. We could be required to settle certain structured note obligations for cash or other securities prior to maturity under certain circumstances, which we consider for liquidity planning purposes. We believe, however, that a portion of such borrowings will remain outstanding beyond the earliest put or redemption date.
Substantially all of our senior and subordinated debt obligations contain no provisions that could trigger a requirement for an early repayment, require additional collateral support, result in changes to terms, accelerate maturity or create additional financial obligations upon an adverse change in our credit ratings, financial ratios, earnings, cash flows or stock price.
Contingency Planning
We maintain contingency funding plans that outline our potential responses to liquidity stress events at various levels of severity. These policies and plans are based on stress scenarios and include potential funding strategies and communication and notification procedures that we would implement in the event we experienced stressed liquidity conditions. We periodically review and test the contingency funding plans to validate efficacy and assess readiness.
Our U.S. bank subsidiaries can access contingency funding through the Federal Reserve Discount Window. Certain non-U.S. subsidiaries have access to central bank facilities in the jurisdictions in which they operate. While we do not rely on these sources in our liquidity modeling, we maintain the policies, procedures and governance processes that would enable us to access these sources if necessary.
Credit Ratings
Our borrowing costs and ability to raise funds are impacted by our credit ratings. In addition, credit ratings may be important to customers or counterparties when we compete in certain markets and when we seek to engage in certain transactions, including over-the-counter (OTC) derivatives. Thus, it is our objective to maintain high-quality credit ratings, and management maintains an active dialogue with the major rating agencies.
Credit ratings and outlooks are opinions expressed by rating agencies on our creditworthiness and that of our obligations
or securities, including long-term debt, short-term borrowings, preferred stock and other securities, including asset securitizations. Our credit ratings are subject to ongoing review by the rating agencies, and they consider a number of factors, including our own financial strength, performance, prospects and operations as well as factors not under our control. The rating agencies could make adjustments to our ratings at any time, and

Bank of America 201752


they provide no assurances that they will maintain our ratings at current levels.
Other factors that influence our credit ratings include changes to the rating agencies’ methodologies for our industry or certain security types; the rating agencies’ assessment of the general operating environment for financial services companies; our relative positions in the markets in which we compete; our various risk exposures and risk management policies and activities; pending litigation and other contingencies or potential tail risks; our reputation; our liquidity position, diversity of funding sources and funding costs; the current and expected level and volatility of our earnings; our capital position and capital management practices; our corporate governance; the sovereign credit ratings of the U.S. government; current or future regulatory and legislative initiatives; and the agencies’ views on whether the U.S. government would provide meaningful support to the Corporation or its subsidiaries in a crisis.
On December 6, 2017,5, 2018, Moody’s Investors Services, Inc.Service (Moody’s) upgradedplaced the long-term and short-term ratings of the Corporation as well as the long-term ratings of Bank of America Corporation and certainits rated subsidiaries, including BANA, by one notch, moving their senior debt ratings to A3 and Aa3, respectively.on review for upgrade. The upgrade was based on the agency’s expectations for continued improvement inagency cited the Corporation’s strengthening profitability, and management’s continued commitmentadherence to a conservative risk profile. Atprofile, and stable capital ratios as drivers of the same time,review. A rating review indicates that those ratings are under consideration for a change in the near term, which typically concludes within 90 days. Moody’s concurrently affirmed all the short-term ratings for Bank of America Corporation and itsthe Corporation’s rated subsidiaries. Moody’s concurrently moved the outlook on thesubsidiaries, including BANA.
The ratings to stable. This action
concluded the review for upgrade that Moody’s initiated on September 12, 2017.
On November 22, 2017,from Standard & Poor’s Global Ratings (S&P) for the Corporation and its subsidiaries did not change during 2018. The last change to the ratings from S&P was a one-notch upgrade of the Corporation’s long-term ratings in November 2017.
On June 21, 2018, Fitch Ratings (Fitch) upgraded Bank of Americathe Corporation’s long-term senior debt rating to A-A+ from BBB+ followingA as part of the agency’s periodiclatest review of 12 Global Trading & Investment Banks, citing our ratings. S&P citedsustained and improved risk-adjusted earnings, lower risk appetite relative to peers, overall franchise strength and solid liquidity position. The Corporation’s short-term debt rating of F1 was affirmed. Additionally, Fitch upgraded the improvement in the Corporation’s risk profile, while continuing to improve profitability metrics, as the driver for the upgrade, including tightening underwriting standards, reducing exposure to market risk, growing conservatively,long- and resolving legacy legal issues. S&P concurrently affirmed theshort-term debt ratings of the Corporation’s rated core operating subsidiaries, including BANA, MLPF&S, MLI and Bank of America Merrill Lynch International Limited. Those entities were affirmed rather than upgraded since their ratings had reached an inflection point under S&P’s methodology where the one notch S&P added to its assessment of our intrinsic creditworthiness (called an Unsupported Group Credit Profile, or UGCP) resulted in the subsidiaries receiving one less notch of support uplift under the agency’s Additional Loss Absorbing Capacity framework, thus leaving those entities’ ratings unchanged. S&P retained a stable outlook on the ratings of Bank of America Corporation and its core operating subsidiaries following the upgrade.
On September 28, 2017, Fitch Ratings (Fitch) completed its latest review of 12 large, complex securities trading and universal banks, including Bank of America. The agency affirmed the long-term and short-term senior debt ratings of Bank of America Corporation and its ratedU.S. subsidiaries, including BANA and maintained itsMLPF&S, and upgraded the long-term debt ratings of our rated international subsidiaries, including MLI. The outlook at Fitch remains stable outlook on thosefor all long-term debt ratings.
Table 20 presents the Corporation’s current long-term/short-term senior debt ratings and outlooks expressed by the rating agencies.

Bank of America 2018 50


                   
Table 20Senior Debt Ratings
   
  
MoodysMoody’s Investors Service
 
Standard & PoorsPoor’s Global Ratings
 Fitch Ratings
 Long-term Short-term Outlook Long-term Short-term Outlook Long-term Short-term Outlook
Bank of America CorporationA3 P-2 Review for upgrade         A-        A-2Stable A-         A+ A-2StableAF1 Stable
Bank of America, N.A.Aa3 P-1 
Review for upgrade (1)
         A+        A-1Stable A+        AA- A-1         F1+ StableA+F1Stable
Merrill Lynch, Pierce, Fenner & Smith IncorporatedNR NR NR A+ A-1 Stable A+        AA- F1         F1+ Stable
Merrill Lynch InternationalNR NR NR A+ A-1 Stable A         A+ F1 Stable
(1)
Review for upgrade only applies to BANA’s long-term rating.
NR = not rated
A reduction in certain of our credit ratings or the ratings of certain asset-backed securitizations may have a material adverse effect on our liquidity, potential loss of access to credit markets, the related cost of funds, our businesses and on certain trading revenues, particularly in those businesses where counterparty creditworthiness is critical. In addition, under the terms of certain OTC derivative contracts and other trading agreements, in the event of downgrades of our or our rated subsidiaries’ credit ratings, the counterparties to those agreements may require us to provide additional collateral, or to terminate these contracts or agreements, which could cause us to sustain losses and/or adversely impact our liquidity. If the short-term credit ratings of our parent company, bank or broker-dealer subsidiaries were downgraded by one or more levels, the potential loss of access to short-term funding sources such as repo financing and the effect on our incremental cost of funds could be material.
While certain potential impacts are contractual and quantifiable, the full scope of the consequences of a credit rating downgrade to a financial institution is inherently uncertain, as it
depends upon numerous dynamic, complex and inter-related factors and assumptions, including whether any downgrade of a company’s long-term credit ratings precipitates downgrades to its short-term credit ratings, and assumptions about the potential behaviors of various customers, investors and counterparties. For more information on potential impacts of credit rating downgrades, see Liquidity Risk – Time-to-required Funding and Liquidity Stress Analysis on page 51.48.
For more information on the additional collateral and termination payments that could be required in connection with certain OTC derivative contracts and other trading agreements as a result of such a credit rating downgrade, see Note 23 – Derivatives to the Consolidated Financial Statements.Statements and Item 1A. Risk Factors.
Common Stock Dividends
For a summary of our declared quarterly cash dividends on common stock during 20172018 and through February 22, 2018,26, 2019, see Note 13 – Shareholders’ Equity to the Consolidated Financial Statements.



53Bank of America 2017



Credit Risk Management
Credit risk is the risk of loss arising from the inability or failure of a borrower or counterparty to meet its obligations. Credit risk can also arise from operational failures that result in an erroneous advance, commitment or investment of funds. We define the credit exposure to a borrower or counterparty as the loss potential arising from all product classifications including loans and leases, deposit overdrafts, derivatives, assets held-for-sale and unfunded lending commitments which include loan commitments, letters of credit and financial guarantees. Derivative positions are recorded at fair value and assets held-for-sale are recorded at either fair value or the lower of cost or fair value. Certain loans and unfunded commitments are accounted for under the fair value option. Credit
risk for categories of assets carried at fair value is not accounted for as part of the allowance for credit losses but as part of the fair value adjustments recorded in earnings. For derivative positions, our credit risk is measured as the net cost in the event the counterparties with contracts in which we are in a gain position fail to perform under the terms of those contracts. We use the current fair value to represent credit exposure without giving consideration to future mark-to-market changes. The credit risk amounts take into consideration the effects of legally enforceable master netting agreements and cash collateral. Our consumer and commercial credit extension and review procedures encompass funded and unfunded credit exposures. For more information on derivatives and credit extension commitments, see Note 23 – Derivatives and Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
We manage credit risk based on the risk profile of the borrower or counterparty, repayment sources, the nature of underlying collateral, and other support given current events, conditions and expectations. We classify our portfolios as either consumer or commercial and monitor credit risk in each as discussed below.
We refine our underwriting and credit risk management practices as well as credit standards to meet the changing economic environment. To mitigate losses and enhance customer support in our consumer businesses, we have in place collection programs and loan modification and customer assistance infrastructures. We utilize a number of actions to mitigate losses in the commercial businesses including increasing the frequency and intensity of portfolio monitoring, hedging activity and our practice of transferring management of deteriorating commercial exposures to independent special asset officers as credits enter criticized categories.
For more information on our credit risk management activities, see Consumer Portfolio Credit Risk Management below, Commercial Portfolio Credit Risk Management on page 6359, Non-U.S. Portfolio on page 7065, Provision for Credit Losses on page 72, 67, Allowance for Credit Losses on page 7267, and Note 45 – Outstanding Loans and Leases and Note 56 – Allowance for Credit Lossesto the Consolidated Financial Statements.
During the third quarter of 2017, hurricanes impacted the southern United States and the Caribbean, bringing widespread flooding and wind damage to communities across the region. In the weeks after these storms, we supported our customers and clients in these communities by providing mobile financial centers and ATMs. In addition, we provided support for the recovery efforts including proactive fee refunds in affected areas, as well as home loan and other credit assistance, including payment deferrals, for impacted individuals and businesses. We do not believe that these storms will have a material financial impact on the Corporation.Statements.

Consumer Portfolio Credit Risk Management
Credit risk management for the consumer portfolio begins with initial underwriting and continues throughout a borrower’s credit cycle. Statistical techniques in conjunction with experiential judgment are used in all aspects of portfolio management including underwriting, product pricing, risk appetite, setting credit limits, and establishing operating processes and metrics to quantify and balance risks and returns. Statistical models are built using detailed behavioral information from external sources such as credit bureaus and/or internal historical experience and are a component of our consumer credit risk management process. These models are used in part to assist in making both new and

51Bank of America 2018






ongoing credit decisions, as well as portfolio management strategies, including authorizations and line management, collection practices and strategies, and determination of the allowance for loan and lease losses and allocated capital for credit risk.
Consumer Credit Portfolio
Improvement in the U.S. unemployment rate and home prices continued during 20172018 resulting in improved credit quality and lower credit losses in the consumer real estatehome equity portfolio, partially offset by seasoning and loan growth in the U.S. credit card portfolio compared to 2016.2017.
Improved credit quality, the sale of the non-U.S. consumer credit card business in 2017, continued loan balance run-offrunoff and sales primarily in the non-core consumer real estate portfolio, partially offset by seasoning within the U.S. credit card portfolio, drove a $839$581 million decrease in the consumer allowance for loan and lease losses in 20172018 to $5.4$4.8 billion at December 31, 2017.2018. For moreadditional information, see Allowance for Credit Losses on page 72.67.
For more information on our accounting policies regarding delinquencies, nonperforming status, charge-offs, and troubled debt restructurings (TDRs) for the consumer portfolio including those related to bankruptcy and repossession,PCI loans, see Note 1 – Summary of Significant Accounting Principles and
Note 5 – Outstanding Loans and Leases to the Consolidated Financial Statements.
Table 21 presents our outstanding consumer loans and leases, consumer nonperforming loans and accruing consumer loans past due 90 days or more. Nonperforming loans do not include past due consumer credit card loans, other unsecured loans and in general, consumer loans not secured by real estate (bankruptcy loans are included) as these loans are typically charged off no later than the end of the month in which the loan becomes 180 days past due. Real estate-secured past due consumer loans that are insured by the FHA or individually insured under long-term standby agreements with Fannie Mae (FNMA) and Freddie Mac (FHLMC) (collectively, the fully-insured loan portfolio) are reported as accruing as opposed to nonperforming since the principal repayment is insured. Fully-insured loans included in accruing past due 90 days or more are primarily from our repurchases of delinquent FHA loans pursuant to our servicing agreements with the Government National Mortgage Association (GNMA). Additionally, nonperforming loans and accruing balances past due 90 days or more do not include the PCI loan portfolio or loans accounted for under the fair value option even though the customer may be contractually past due.
For more information on PCI loans, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 60 and Note 4 – Outstanding Loans and Leases to the Consolidated Financial Statements.


Bank of America 201754


                        
Table 21Consumer Credit Quality           Consumer Credit Quality           
                        
Outstandings Nonperforming 
Accruing Past Due
90 Days or More
Outstandings Nonperforming 
Accruing Past Due
90 Days or More
December 31 December 31
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
Residential mortgage (1)
Residential mortgage (1)
$203,811
 $191,797
 $2,476
 $3,056
 $3,230
 $4,793
Residential mortgage (1)
$208,557
 $203,811
 $1,893
 $2,476
 $1,884
 $3,230
Home equity Home equity 57,744
 66,443
 2,644
 2,918
 
 
Home equity 48,286
 57,744
 1,893
 2,644
 
 
U.S. credit cardU.S. credit card96,285
 92,278
 n/a
 n/a
 900
 782
U.S. credit card98,338
 96,285
 n/a
 n/a
 994
 900
Non-U.S. credit card
 9,214
 n/a
 n/a
 
 66
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
93,830
 94,089
 46
 28
 40
 34
Direct/Indirect consumer (2)
91,166
 96,342
 56
 46
 38
 40
Other consumer (3)
Other consumer (3)
2,678
 2,499
 
 2
 
 4
Other consumer (3)
202
 166
 
 
 
 
Consumer loans excluding loans accounted for under the fair value optionConsumer loans excluding loans accounted for under the fair value option$454,348
 $456,320
 $5,166
 $6,004
 $4,170
 $5,679
Consumer loans excluding loans accounted for under the fair value option$446,549
 $454,348

$3,842

$5,166

$2,916

$4,170
Loans accounted for under the fair value option (4)
Loans accounted for under the fair value option (4)
928
 1,051
        
Loans accounted for under the fair value option (4)
682
 928
        
Total consumer loans and leases (5)
$455,276
 $457,371
        
Percentage of outstanding consumer loans and leases (6)
n/a
 n/a
 1.14% 1.32% 0.92% 1.24%
Percentage of outstanding consumer loans and leases, excluding PCI and fully-insured loan portfolios (6)
n/a
 n/a
 1.23
 1.45
 0.22
 0.21
Total consumer loans and leasesTotal consumer loans and leases$447,231

$455,276
        
Percentage of outstanding consumer loans and leases (5)
Percentage of outstanding consumer loans and leases (5)
n/a
 n/a
 0.86% 1.14% 0.65% 0.92%
Percentage of outstanding consumer loans and leases, excluding PCI and fully-insured loan portfolios (5)
Percentage of outstanding consumer loans and leases, excluding PCI and fully-insured loan portfolios (5)
n/a
 n/a
 0.91
 1.23
 0.24
 0.22
(1) 
Residential mortgage loans accruing past due 90 days or more are fully-insured loans. At December 31, 20172018 and 20162017, residential mortgage includes $1.4 billion and $2.2 billion and $3.0 billion of loans on which interest had been curtailed by the FHA, and therefore were no longer accruing interest, although principal was still insured, and $498 million and $1.0 billion and $1.8 billion of loans on which interest was still accruing.
(2) 
Outstandings include auto and specialty lending loans and leases of $49.950.1 billion and $48.952.4 billion, unsecured consumer lending loans of $383 million and $469 million and $585 million, U.S. securities-based lending loans of $37.0 billion and $39.8 billion and $40.1 billion, non-U.S. consumer loans of $2.9 billion and $3.0 billion for both periods, student loans of $0 and $497 million and other consumer loans of $746 million and $684 million and $1.1 billion at December 31, 20172018 and 20162017.
(3) 
Outstandings include
Substantially all of other consumer leases of $2.5 billion and $1.9 billion, consumer overdrafts of $163 million and $157 million and consumer finance loans of $0 and $465 million at December 31, 20172018 and 2016.2017 is consumer overdrafts.
(4) 
Consumer loans accounted for under the fair value option include residential mortgage loans of $567$336 million and $710$567 million and home equity loans of $361$346 million and $341$361 million at December 31, 20172018 and 2016.2017. For more information on the fair value option, see Note 21 – Fair Value Option to the Consolidated Financial Statements.
(5) 
Includes $9.2 billion of non-U.S. credit card
Excludes consumer loans which were included in assets of business heldaccounted for sale onunder the Consolidated Balance Sheet at fair value option. At December 31, 2016. In 2018 and 2017, $12 million and $26 million of loans accounted for under the Corporation sold its non-U.S. consumer credit card business.fair value option were past due 90 days or more and not accruing interest.
(6) Balances exclude consumer loans accounted for under the fair value option. At December 31, 2017 and 2016, $26 million and $48 million of loans accounted for under the fair value option were past due 90 days or more and not accruing interest.
n/a = not applicable
Table 22 presents net charge-offs and related ratios for consumer loans and leases.
                
Table 22Consumer Net Charge-offs and Related Ratios      Consumer Net Charge-offs and Related Ratios      
                
 
Net Charge-offs (1)
 
Net Charge-off Ratios (1, 2)
 
Net Charge-offs (1)
 
Net Charge-off Ratios (1, 2)
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017
Residential mortgageResidential mortgage$(100) $131
 (0.05)% 0.07%Residential mortgage$28
 $(100) 0.01% (0.05)%
Home equityHome equity213
 405
 0.34
 0.57
Home equity(2) 213
 
 0.34
U.S. credit cardU.S. credit card2,513
 2,269
 2.76
 2.58
U.S. credit card2,837
 2,513
 3.00
 2.76
Non-U.S. credit card(3)Non-U.S. credit card(3)75
 175
 1.91
 1.83
Non-U.S. credit card(3)
 75
 
 1.91
Direct/Indirect consumerDirect/Indirect consumer211
 134
 0.23
 0.15
Direct/Indirect consumer195
 214
 0.21
 0.22
Other consumerOther consumer166
 205
 6.35
 8.95
Other consumer182
 163
 n/m
 n/m
TotalTotal$3,078
 $3,319
 0.68
 0.74
Total$3,240

$3,078
 0.72
 0.68
(1) 
Net charge-offs exclude write-offs in the PCI loan portfolio. For more information, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 6057.
(2) 
Net charge-off ratios are calculated as net charge-offs divided by average outstanding loans and leases excluding loans accounted for under the fair value option.
(3)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold during the second quarter of 2017.
n/m = not meaningful

Bank of America 2018 52


Net charge-offs, as shown in Tables 22 and 23, exclude write-offs in the PCI loan portfolio of $131$154 million and $144$131 million in residential mortgage and $76$119 million and $196$76 million in home equity for 20172018 and 2016.2017. Net charge-off ratios including the PCI write-offs were 0.020.09 percent and 0.150.02 percent for residential mortgage and 0.470.22 percent and 0.840.47 percent for home equity in 20172018 and 2016. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 60.2017.
Table 23 presents outstandings, nonperforming balances, net charge-offs, allowance for loan and lease losses and provision for loan and lease losses for the core and non-core portfolios within the consumer real estate portfolio. We categorize consumer real
estate loans as core and non-core based on loan and customer characteristics such as origination date, product type, LTV, FICOloan-to-value (LTV), Fair Isaac Corporation (FICO) score and delinquency status consistent with our current consumer and mortgage servicing strategy. Generally, loans that were originated after January 1,
2010, qualified under government-sponsored enterpriseGSE underwriting guidelines, or otherwise met our underwriting guidelines in place in 2015 are characterized as core loans. All other loans are generally characterized as non-core loans and represent run-offrunoff portfolios. Core loans as reported in Table 23 include loans held in the Consumer Banking and GWIM segments, as well as loans held for ALM activities in All Other. For more information, see Note 4 – Outstanding Loans and Leases to the Consolidated Financial Statements.

55Bank of America 2017



As shown in Table 23, outstanding core consumer real estate loans increased $15.0$12.8 billion during 20172018 driven by an increase of $20.1$17.1 billion in residential mortgage, partially offset by a $5.1$4.2 billion decrease in home equity.
During 2018, we sold $11.6 billion of consumer real estate loans compared to $4.0 billion in 2017. In addition to recurring loan sales, the 2018 amount includes sales of loans, primarily non-core, with a carrying value of $9.6 billion and related gains of $731 million recorded in other income in the Consolidated Statement of Income.
                        
Table 23
Consumer Real Estate Portfolio (1)
    
Consumer Real Estate Portfolio (1)
    
            
 Outstandings Nonperforming 
Net Charge-offs (2)
 Outstandings Nonperforming  
 December 31  December 31 
Net Charge-offs (2)
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
Core portfolioCore portfolio 
  
  
  
    Core portfolio 
  
  
  
    
Residential mortgageResidential mortgage$176,618
 $156,497
 $1,087
 $1,274
 $(45) $(29)Residential mortgage$193,695
 $176,618
 $1,010
 $1,087
 $11
 $(45)
Home equityHome equity44,245
 49,373
 1,079
 969
 100
 113
Home equity40,010
 44,245
 955
 1,079
 78
 100
Total core portfolioTotal core portfolio220,863
 205,870
 2,166
 2,243
 55
 84
Total core portfolio233,705

220,863

1,965

2,166

89

55
Non-core portfolioNon-core portfolio   
  
  
    Non-core portfolio   
  
  
    
Residential mortgageResidential mortgage27,193
 35,300
 1,389
 1,782
 (55) 160
Residential mortgage14,862
 27,193
 883
 1,389
 17
 (55)
Home equityHome equity13,499
 17,070
 1,565
 1,949
 113
 292
Home equity8,276
 13,499
 938
 1,565
 (80) 113
Total non-core portfolioTotal non-core portfolio40,692
 52,370
 2,954
 3,731
 58
 452
Total non-core portfolio23,138

40,692

1,821

2,954

(63)
58
Consumer real estate portfolioConsumer real estate portfolio 
  
  
  
    Consumer real estate portfolio 
  
  
  
    
Residential mortgageResidential mortgage203,811
 191,797
 2,476
 3,056
 (100) 131
Residential mortgage208,557
 203,811
 1,893
 2,476
 28
 (100)
Home equityHome equity57,744
 66,443
 2,644
 2,918
 213
 405
Home equity48,286
 57,744
 1,893
 2,644
 (2) 213
Total consumer real estate portfolioTotal consumer real estate portfolio$261,555
 $258,240
 $5,120
 $5,974
 $113
 $536
Total consumer real estate portfolio$256,843

$261,555

$3,786

$5,120

$26

$113
                        
     
Allowance for Loan
and Lease Losses
 
Provision for Loan
and Lease Losses
     
Allowance for Loan
and Lease Losses
 Provision for Loan
and Lease Losses
     December 31      December 31 
     2017 2016 2017 2016     2018 2017 2018 2017
Core portfolioCore portfolio           Core portfolio           
Residential mortgageResidential mortgage    $218
 $252
 $(79) $(98)Residential mortgage    $214
 $218
 $7
 $(79)
Home equityHome equity    367
 560
 (91) 10
Home equity    228
 367
 (60) (91)
Total core portfolioTotal core portfolio    585
 812
 (170) (88)Total core portfolio    442

585

(53)
(170)
Non-core portfolioNon-core portfolio     
  
    Non-core portfolio     
  
    
Residential mortgageResidential mortgage    483
 760
 (201) (86)Residential mortgage    208
 483
 (104) (201)
Home equityHome equity    652
 1,178
 (339) (84)Home equity    278
 652
 (335) (339)
Total non-core portfolioTotal non-core portfolio    1,135
 1,938
 (540) (170)Total non-core portfolio    486

1,135

(439)
(540)
Consumer real estate portfolioConsumer real estate portfolio     
  
    Consumer real estate portfolio     
  
    
Residential mortgageResidential mortgage    701
 1,012
 (280) (184)Residential mortgage    422
 701
 (97) (280)
Home equityHome equity    1,019
 1,738
 (430) (74)Home equity    506
 1,019
 (395) (430)
Total consumer real estate portfolioTotal consumer real estate portfolio    $1,720
 $2,750
 $(710) $(258)Total consumer real estate portfolio    $928

$1,720

$(492)
$(710)
(1) 
Outstandings and nonperforming loans exclude loans accounted for under the fair value option. Consumer loans accounted for under the fair value option included residential mortgage loans of $336 million and $567 million and $710 million and home equity loans of $346 million and $361 million and $341 million at December 31, 20172018 and 20162017. For moreadditional information, see Note 21 – Fair Value Option to the Consolidated Financial Statements.
(2) 
Net charge-offs exclude write-offs in the PCI loan portfolio. For more information, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 6057.
We believe that the presentation of information adjusted to exclude the impact of the PCI loan portfolio, the fully-insured loan portfolio and loans accounted for under the fair value option is more representative of the ongoing operations and credit quality of the business. As a result, in the following tables and discussions of the residential mortgage and home equity portfolios, we exclude loans accounted for under the fair value option and provide information that excludes the impact of the PCI loan portfolio and the fully-insured loan portfolio and loans accounted for under the fair value option in certain credit quality statistics. We separately disclose information on the PCI loan portfolio on page 60.57.
Residential Mortgage
The residential mortgage portfolio makesmade up the largest percentage of our consumer loan portfolio at 4547 percent of consumer loans and leases at December 31, 2017.2018. Approximately 3744 percent of the residential mortgage portfolio iswas in Consumer Banking and approximately 3537 percent iswas in GWIM. The remaining portion iswas in All Other and iswas comprised of originated loans, purchased loans used in our overall ALM activities, delinquent FHA loans repurchased pursuant to our servicing agreements with GNMA as well as loans repurchased related to our representations and warranties.

53Bank of America 2018






Outstanding balances in the residential mortgage portfolio excluding loans accounted for under the fair value option, increased $12.0$4.7 billion in 20172018 as retention of new originations was partially offset by loan sales of $3.9$8.9 billion and run-off.runoff.
At December 31, 20172018 and 2016,2017, the residential mortgage portfolio included $23.7$20.1 billion and $28.7$23.7 billion of outstanding fully-insured loans. On this portionloans, of the residential mortgage portfolio, we are protected against principal loss as a result of either FHA insurance or long-term standby agreements that provide for the transfer of credit risk to FNMA and FHLMC. At December 31, 2017 and 2016, $17.4which $14.0 billion and $22.3$17.4 billion had FHA insurance with the remainder protected by long-term standby agreements. At December 31, 2018 and 2017, and 2016, $5.2$3.5 billion and $7.4$5.2 billion of the FHA-insured loan population were repurchases of delinquent FHA loans pursuant to our servicing agreements with GNMA.
Table 24 presents certain residential mortgage key credit statistics on both a reported basis excluding loans accounted for under the fair value option, and excluding the PCI loan portfolio and the fully-insured loan portfolio and loans accounted for under the fair value option.portfolio. Additionally, in the “Reported Basis” columns in the following table, accruing balances past due and nonperforming loans do not include the PCI loan portfolio, in accordance with our accounting policies, even though the customer may be contractually past due. As such, the following discussion presents the residential mortgage portfolio excluding the PCI loan portfolio and the fully-insured loan portfolio and loans accounted for under the fair value option. For more information on the PCI loan portfolio, see page 60.portfolio.

Bank of America 201756


                
Table 24Residential Mortgage – Key Credit Statistics        Residential Mortgage – Key Credit Statistics        
                
 
Reported Basis (1)
 Excluding Purchased
Credit-impaired and
Fully-insured Loans
 
Reported Basis (1)
 
Excluding Purchased
Credit-impaired and
Fully-insured Loans
 (1)
 December 31 December 31
(Dollars in millions)(Dollars in millions) 2017 2016 2017 2016(Dollars in millions) 2018 2017 2018 2017
OutstandingsOutstandings $203,811
 $191,797
 $172,069
 $152,941
Outstandings $208,557
 $203,811
 $184,627
 $172,069
Accruing past due 30 days or moreAccruing past due 30 days or more 5,987
 8,232
 1,521
 1,835
Accruing past due 30 days or more 3,945
 5,987
 1,155
 1,521
Accruing past due 90 days or moreAccruing past due 90 days or more 3,230
 4,793
 
  —
Accruing past due 90 days or more 1,884
 3,230
 
 
Nonperforming loansNonperforming loans 2,476
 3,056
 2,476
 3,056
Nonperforming loans 1,893
 2,476
 1,893
 2,476
Percent of portfolioPercent of portfolio  
  
  
  
Percent of portfolio  
  
  
  
Refreshed LTV greater than 90 but less than or equal to 100Refreshed LTV greater than 90 but less than or equal to 100 3 % 5% 2 % 3%Refreshed LTV greater than 90 but less than or equal to 100 2% 3 % 1% 2 %
Refreshed LTV greater than 100Refreshed LTV greater than 100 2
 4
 1
 3
Refreshed LTV greater than 100 1
 2
 1
 1
Refreshed FICO below 620Refreshed FICO below 620 6
 9
 3
 4
Refreshed FICO below 620 4
 6
 2
 3
2006 and 2007 vintages (2)
2006 and 2007 vintages (2)
 10
 13
 8
 12
2006 and 2007 vintages (2)
 6
 10
 5
 8
                
 2017 2016 2017 2016 2018 2017 2018 2017
Net charge-off ratio (3)
Net charge-off ratio (3)
 (0.05)% 0.07% (0.06)% 0.09%
Net charge-off ratio (3)
 0.01% (0.05)% 0.02% (0.06)%
(1) 
Outstandings, accruing past due, nonperforming loans and percentages of portfolio exclude loans accounted for under the fair value option.
(2) 
These vintages of loans accounted for $825$536 million, or 3328 percent, and $931$825 million, or 3133 percent, of nonperforming residential mortgage loans at December 31, 20172018 and 20162017.
(3) 
Net charge-off ratios are calculated as net charge-offs divided by average outstanding loans excluding loans accounted for under the fair value option.
Nonperforming residential mortgage loans decreased $580$583 million in 2017 as outflows, including sales of $460 million and net transfers to held-for-sale of $132 million, outpaced new inflows which included the addition of $140 million of nonperforming loans as a result of clarifying regulatory guidance related to bankruptcy loans.2018 primarily driven by sales. Of the nonperforming residential mortgage loans at December 31, 2017, $8602018, $716 million, or 3538 percent, were current on contractual payments. Loans accruing past due 30 days or more decreased $314$366 million due to continued improvement in part tocredit quality as well as loan sales in the timing impact of a consumer real estate servicer conversion that occurred during the fourth quarter of 2016.non-core portfolio.
Net charge-offs decreased $231increased $128 million to $28 million in 2018 compared to $100 million of net recoveries in 2017 comparedprimarily due to $131 million of net charge-offs in 2016. This decrease in net charge-offs was primarily driven by net recoveries of $105 million related to loan sales in 2017, compared to loan sale-related net charge-offs of $26 million in 2016. Additionally, net charge-offs declined due to favorable portfolio trends and decreased write-downs on loans greater than 180 days past due driven by improvement in home prices and the U.S. economy.2017.
Loans with a refreshed LTV greater than 100 percent represented one percent and three percent of the residential mortgage loan portfolio at both December 31, 20172018 and 2016.2017. Of the loans with a refreshed LTV greater than 100 percent, 99 percent and 98 percent were performing at both December 31, 20172018 and 2016.2017. Loans with a refreshed LTV greater than 100 percent reflect loans where the outstanding carrying value of the loan is greater than the most recent valuation of the property securing the loan. The majority of these loans have a refreshed LTV greater than 100 percent primarily due to home price deterioration since 2006, partially offset by subsequent appreciation.
Of the $172.1$184.6 billion in total residential mortgage loans outstanding at December 31, 2017,2018, as shown in Table 25, 33
24, 30 percent were originated as interest-only loans. The outstanding balance of interest-only residential mortgage loans that have
entered the amortization period was $10.4$8.6 billion, or 1816 percent, at December 31, 2017.2018. Residential mortgage loans that have entered the amortization period generally have experienced a higher rate of early stage delinquencies and nonperforming status compared to the residential mortgage portfolio as a whole. At December 31, 2017, $2832018, $177 million, or threetwo percent, of outstanding interest-only residential mortgages that had entered the amortization period were accruing past due 30 days or more compared to $1.5$1.2 billion, or one percent, for the entire residential mortgage portfolio. In addition, at December 31, 2017, $5092018, $365 million, or fivefour percent, of outstanding interest-only residential mortgage loans that had entered the amortization period were nonperforming, of which $253$128 million were contractually current, compared to $2.5$1.9 billion, or one percent, for the entire residential mortgage portfolio, of which $860 million were contractually current.portfolio. Loans that have yet to enter the amortization period in our interest-only residential mortgage portfolio are primarily well-collateralized loans to our wealth management clients and have an interest-only period of three to ten years. More than 80Approximately 90 percent of these loans that have yet to enter the amortization period will not be required to make a fully-amortizing payment until 20202022 or later.



Bank of America 2018 54


Table 25 presents outstandings, nonperforming loans and net charge-offs by certain state concentrations for the residential mortgage portfolio. The Los Angeles-Long Beach-Santa Ana Metropolitan Statistical Area (MSA) within California represented 16 percent and 15 percent of outstandings at both December 31, 20172018 and 2016.2017. In the New York area, the New York-Northern New Jersey-Long Island MSA made up 13 percent and 12 percent of outstandings at both December 31, 20172018 and 2016.

57Bank of America 2017



2017.
                        
Table 25Residential Mortgage State Concentrations   Residential Mortgage State Concentrations   
                        
 
Outstandings (1)
 
Nonperforming (1)
 
Net Charge-offs (2)
Outstandings (1)
 
Nonperforming (1)
    
December 31  December 31 
Net Charge-offs (2)
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
CaliforniaCalifornia$68,455
 $58,295
 $433
 $554
 $(103) $(70)California$74,463
 $68,455
 $314
 $433
 $(22) $(103)
New York (3)
New York (3)
17,239
 14,476
 227
 290
 (2) 18
New York (3)
19,085
 17,239
 222
 227
 10
 (2)
Florida (3)
Florida (3)
10,880
 10,213
 280
 322
 (13) 20
Florida (3)
11,296
 10,880
 221
 280
 (6) (13)
TexasTexas7,237
 6,607
 126
 132
 1
 9
Texas7,747
 7,237
 102
 126
 4
 1
New Jersey (3)
New Jersey (3)
6,099
 5,307
 130
 174
 
 25
New Jersey (3)
6,959
 6,099
 98
 130
 8
 
Other U.S./Non-U.S.62,159
 58,043
 1,280
 1,584
 17
 129
OtherOther65,077
 62,159
 936
 1,280
 34
 17
Residential mortgage loans (4)
Residential mortgage loans (4)
$172,069
 $152,941
 $2,476
 $3,056
 $(100) $131
Residential mortgage loans (4)
$184,627

$172,069

$1,893

$2,476

$28

$(100)
Fully-insured loan portfolioFully-insured loan portfolio23,741
 28,729
  
  
    Fully-insured loan portfolio20,130
 23,741
  
  
    
Purchased credit-impaired residential mortgage loan portfolio (5)
Purchased credit-impaired residential mortgage loan portfolio (5)
8,001
 10,127
  
  
    
Purchased credit-impaired residential mortgage loan portfolio (5)
3,800
 8,001
  
  
    
Total residential mortgage loan portfolioTotal residential mortgage loan portfolio$203,811
 $191,797
  
  
    Total residential mortgage loan portfolio$208,557
 $203,811
  
  
    
(1) 
Outstandings and nonperforming loans exclude loans accounted for under the fair value option.
(2) 
Net charge-offs excluded exclude $154 million and $131 million and $144 million of write-offs in the residential mortgage PCI loan portfolio in 20172018 and 20162017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 6057.
(3) 
In these states, foreclosure requires a court order following a legal proceeding (judicial states).
(4) 
Amounts exclude the PCI residential mortgage and fully-insured loan portfolios.
(5) 
At December 31, 20172018 and 20162017, 4749 percent and 4847 percent of PCI residential mortgage loans were in California. There were no other significant single state concentrations.
Home Equity
At December 31, 2017,2018, the home equity portfolio made up 1311 percent of the consumer portfolio and iswas comprised of home equity lines of credit (HELOCs), home equity loans and reverse mortgages.
At December 31, 2017,2018, our HELOC portfolio had an outstanding balance of $51.2$44.3 billion, or 8992 percent of the total home equity portfolio, compared to $58.6$51.2 billion, or 8889 percent, at December 31, 2016.2017. HELOCs generally have an initial draw period of 10 years, and after the initial draw period ends, the loans generally convert to 15-year amortizing loans.
At December 31, 2017,2018, our home equity loan portfolio had an outstanding balance of $4.4$1.8 billion, or sevenfour percent of the total home equity portfolio, compared to $5.9$4.4 billion, or nineseven percent, at December 31, 2016.2017. Home equity loans are almost all fixed-rate loans with amortizing payment terms of 10 to 30 years, and of the $4.4$1.8 billion at December 31, 2017, 572018, 68 percent have 25- to 30-year terms. At December 31, 2017,2018, our reverse mortgage portfolio had an outstanding balance excluding loans accounted for under the fair value option, of $2.1$2.2 billion, or four percent of the total home equity portfolio, compared to $1.9$2.1 billion, or threefour percent, at December 31, 2016.2017. We no longer originate reverse mortgages.
At December 31, 2017, approximately 692018, 75 percent of the home equity portfolio was in Consumer Banking, 2317 percent was in All Other and the remainder of the portfolio was primarily in GWIM. Outstanding
balances in the home equity portfolio excluding loans accounted for under the fair value option, decreased $8.7$9.5 billion in 20172018 primarily due to paydowns and charge-offsloan sales of $2.7 billion outpacing new
originations and draws on existing lines. Of the total home equity portfolio at December 31, 2018 and 2017, $17.3 billion and 2016, $18.7 billion, and $19.6 billion, or 3236 percent and 2932 percent, were in first-lien positions (34 percent and 31 percent excluding the PCI home equity portfolio).positions. At December 31, 2017,2018, outstanding balances in the home equity portfolio that were in a second-lien or more junior-lien position and where we also held the first-lien loan totaled $9.4$7.9 billion, or 17 percent of our total home equity portfolio excluding the PCI loan portfolio.
Unused HELOCs totaled $44.2$43.1 billion and $47.2$44.2 billion at December 31, 20172018 and 2016.2017. The decrease was primarily due to accounts reaching the end of their draw period, which automatically eliminates open line exposure, and customers choosing to close accounts. Both of these more than offset the impact of new production. The HELOC utilization rate was 5451 percent and 5554 percent at December 31, 20172018 and 2016.2017.
Table 26 presents certain home equity portfolio key credit statistics on both a reported basis excluding loans accounted for under the fair value option, and excluding the PCI loan portfolio and loans accounted for under the fair value option.portfolio. Additionally, in the “Reported Basis” columns in the following table, accruing balances past due 30 days or more and nonperforming loans do not include the PCI loan portfolio, in accordance with our accounting policies, even though the customer may be contractually past due. As such, the following discussion presents the home equity portfolio excluding the PCI loan portfolio and loans accounted for under the fair value option. For more information on the PCI loan portfolio, see page 60.portfolio.


55Bank of America 2017582018







                
Table 26Home Equity – Key Credit StatisticsHome Equity – Key Credit Statistics
                
 
Reported Basis (1)
 Excluding Purchased
Credit-impaired Loans
 
Reported Basis (1)
 
Excluding Purchased
Credit-impaired Loans
(1)
 December 31 December 31
(Dollars in millions)(Dollars in millions) 2017 2016 2017 2016(Dollars in millions) 2018 2017 2018 2017
OutstandingsOutstandings $57,744
 $66,443
 $55,028
 $62,832
Outstandings $48,286
 $57,744
 $47,441
 $55,028
Accruing past due 30 days or more (2)
Accruing past due 30 days or more (2)
 502
 566
 502
 566
Accruing past due 30 days or more (2)
 363
 502
 363
 502
Nonperforming loans (2)
Nonperforming loans (2)
 2,644
 2,918
 2,644
 2,918
Nonperforming loans (2)
 1,893
 2,644
 1,893
 2,644
Percent of portfolioPercent of portfolio        Percent of portfolio        
Refreshed CLTV greater than 90 but less than or equal to 100Refreshed CLTV greater than 90 but less than or equal to 100 3% 5% 3% 4%Refreshed CLTV greater than 90 but less than or equal to 100 2% 3% 2% 3%
Refreshed CLTV greater than 100Refreshed CLTV greater than 100 5
 8
 4
 7
Refreshed CLTV greater than 100 3
 5
 3
 4
Refreshed FICO below 620Refreshed FICO below 620 6
 7
 6
 6
Refreshed FICO below 620 5
 6
 5
 6
2006 and 2007 vintages (3)
2006 and 2007 vintages (3)
 29
 37
 27
 34
2006 and 2007 vintages (3)
 22
 29
 21
 27
                 
 2017 2016 2017 2016  2018 2017 2018 2017
Net charge-off ratio (4)
Net charge-off ratio (4)
 0.34% 0.57% 0.36% 0.60%
Net charge-off ratio (4)
 % 0.34% % 0.36%
(1) 
Outstandings, accruing past due, nonperforming loans and percentages of the portfolio exclude loans accounted for under the fair value option.
(2) 
Accruing past due 30 days or more included include $48 million and $67 million and $81 million and nonperforming loans included include $218 million and $344 million and $340 million of loans where we serviced the underlying first-lienfirst lien at December 31, 20172018 and 20162017.
(3) 
These vintages of loans have higher refreshed combined loan-to-value (CLTV) ratios and accounted for 49 percent and 52 percent and 50 percent of nonperforming home equity loans at December 31, 20172018 and 20162017, and 91 percent$11 million and 54 percent$193 million of net charge-offs in 20172018 and 20162017.
(4) 
Net charge-off ratios are calculated as net charge-offs divided by average outstanding loans excluding loans accounted for under the fair value option.
Nonperforming outstanding balances in the home equity portfolio decreased $274$751 million in 20172018 as outflows, including $66 million of net transfers to held-for-sale and $51 million of sales, outpaced new inflows, which included the addition of $135 million of nonperforming loans as a result of clarifying regulatory guidance related to bankruptcy loans.inflows. Of the nonperforming home equity portfolioloans at December 31, 2017, $1.42018, $1.1 billion, or 5459 percent, were current on contractual payments. Nonperforming loans that are contractually current primarily consist of collateral-dependent TDRs, including those that have been discharged in Chapter 7 bankruptcy, junior-lien loans where the underlying first-lienfirst lien is 90 days or more past due, as well as loans that have not yet demonstrated a sustained period of payment performance following a TDR. In addition, $693$463 million, or 2624 percent, of nonperforming home equity loans were 180 days or more past due and had been written down to the estimated fair value of the collateral, less costs to sell. Accruing loans that were 30 days or more past due decreased $64$139 million in 2017.2018.
In some cases, the junior-lien home equity outstanding balance that we hold is performing, but the underlying first-lienfirst lien is not. For outstanding balances in the home equity portfolio on which we service the first-lien loan, we are able to track whether the first-lien loan is in default. For loans where the first-lienfirst lien is serviced by a third party, we utilize credit bureau data to estimate the delinquency status of the first-lien. Given that the credit bureau database we use does not include a property address for the mortgages, we are unable to identify with certainty whether a reported delinquent first-lien mortgage pertains to the same property for which we hold a junior-lien loan. For certain loans, we
utilize a third-party vendor to combine credit bureau and public record data to better link a junior-lien loan with the underlying first-lien mortgage.first lien. At December 31, 2017,2018, we estimate that $814$610 million of current and $141$83 million of 30 to 89 days past due junior-lien loans were behind a delinquent first-lien loan. We service the first-lien loans on $184$114 million of these combined amounts, with the remaining $771$579 million serviced by third parties. Of the $955$693 million of current to 89 days past due junior-lien loans, based on available credit bureau data and our own internal servicing data, we estimate that approximately $330$221 million had first-lien loans that were 90 days or more past due.
Net charge-offs decreased $192$215 million to a net recovery of $2 million in 2018 compared to net charge-offs of $213 million in 2017 compared to $405 million in 2016 driven by favorable portfolio trends due in part to improvement in home prices and the U.S. economy, partially offset by $32 million of charge-offs as a result of clarifying regulatory guidance related to bankruptcy loans.economy.
Outstanding balances with a refreshed CLTV greater than 100 percent comprised fourthree percent and sevenfour percent of the home equity portfolio at December 31, 20172018 and 2016.2017. Outstanding balances with a refreshed CLTV greater than 100 percent reflect loans where our loan and available line of credit combined with any outstanding senior liens against the property are equal to or greater than the most recent valuation of the property securing the loan. Depending on the value of the property, there may be collateral in excess of the first-lienfirst lien that is available to reduce the
severity of loss on the second-lien.second lien. Of those outstanding balances with a refreshed CLTV greater than 100 percent, 9596 percent of the customers were current on their home equity loan and 91 percent of second-lien loans with a refreshed CLTV greater than 100 percent were current on both their second-lien and underlying first-lien loans at December 31, 2017.2018.
Of the $55.0$47.4 billion in total home equity portfolio outstandings at December 31, 2017,2018, as shown in Table 27, 3026, 20 percent require interest-only payments. The outstanding balance of HELOCs that have reached the end of their draw period and have entered the amortization period was $18.4$15.8 billion at December 31, 2017.2018. The HELOCs that have entered the amortization period have experienced a higher percentage of early stage delinquencies and nonperforming status when compared to the HELOC portfolio as a whole. At December 31, 2017, $3432018, $267 million, or two percent, of outstanding HELOCs that had entered the amortization period were accruing past due 30 days or more. In addition, at December 31, 2017, $2.12018, $1.7 billion, or 11 percent, of outstanding HELOCs that had entered the amortization period were nonperforming, of which $1.1 billion were contractually current.nonperforming. Loans in our HELOC portfolio generallythat have an initial draw period of 10 years and 10 percent of these loans willyet to enter the amortization period during 2018in our interest-only portfolio are primarily post-2008 vintages and will be required to make fully-amortizing payments.generally have better credit quality than the previous vintages that had entered the amortization period. We communicate to contractually current customers more than a year


59Bank of America 2017



prior to the end of their draw period to inform them of the potential change to the payment structure before entering the amortization period, and provide payment options to customers prior to the end of the draw period.
Although we do not actively track how many of our home equity customers pay only the minimum amount due on their home equity loans and lines, we can infer some of this information through a review of our HELOC portfolio that we service and that is still in its revolving period (i.e., customers may draw on and repay their line of credit, but are generally only required to pay interest on a monthly basis).period. During 2017, approximately 192018, 14 percent of these customers with an outstanding balance did not pay any principal on their HELOCs.
Table 27 presents outstandings, nonperforming balances and net charge-offs by certain state concentrations for the home equity portfolio. In the New York area, the New York-Northern New Jersey-Long Island MSA made up 13 percent of the outstanding home equity portfolio at both December 31, 20172018 and 2016.2017. Loans within this MSA contributed 27 percent$35 million and 17 percent$58 million of net charge-offs in 20172018 and 20162017 within the home equity portfolio. The Los Angeles-Long Beach-Santa Ana MSA within California made up 11 percent of the outstanding home equity portfolio

Bank of America 2018 56


at both December 31, 20172018 and 2016.2017. Loans within this MSA contributed net recoveries of $20$23 million and $2$20 million within the home equity portfolio in 20172018 and 2016.
2017.
                        
Table 27Home Equity State Concentrations   Home Equity State Concentrations   
                        
 
Outstandings (1)
 
Nonperforming (1)
 
Net Charge-offs (2)
 
Outstandings (1)
 
Nonperforming (1)
  
 December 31  December 31 
Net Charge-offs (2)
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
CaliforniaCalifornia$15,145
 $17,563
 $766
 $829
 $(37) $7
California$13,228
 $15,145
 $536
 $766
 $(54) $(37)
Florida (3)
Florida (3)
6,308
 7,319
 411
 442
 38
 76
Florida (3)
5,363
 6,308
 315
 411
 1
 38
New Jersey (3)
New Jersey (3)
4,546
 5,102
 191
 201
 44
 50
New Jersey (3)
3,833
 4,546
 150
 191
 25
 44
New York (3)
New York (3)
4,195
 4,720
 252
 271
 35
 45
New York (3)
3,549
 4,195
 194
 252
 23
 35
MassachusettsMassachusetts2,751
 3,078
 92
 100
 9
 12
Massachusetts2,376
 2,751
 65
 92
 5
 9
Other U.S./Non-U.S.22,083
 25,050
 932
 1,075
 124
 215
OtherOther19,092
 22,083
 633
 932
 (2) 124
Home equity loans (4)
Home equity loans (4)
$55,028
 $62,832
 $2,644
 $2,918
 $213
 $405
Home equity loans (4)
$47,441

$55,028

$1,893

$2,644

$(2)
$213
Purchased credit-impaired home equity portfolio (5)
Purchased credit-impaired home equity portfolio (5)
2,716
 3,611
  
  
    
Purchased credit-impaired home equity portfolio (5)
845
 2,716
  
  
    
Total home equity loan portfolioTotal home equity loan portfolio$57,744
 $66,443
  
  
    Total home equity loan portfolio$48,286
 $57,744
  
  
    
(1) 
Outstandings and nonperforming loans exclude loans accounted for under the fair value option.
(2) 
Net charge-offs excluded exclude $119 million and $76 million and $196 million of write-offs in the home equity PCI loan portfolio in 20172018 and 20162017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio.
(3) 
In these states, foreclosure requires a court order following a legal proceeding (judicial states).
(4) 
Amount excludes the PCI home equity portfolio.
(5) 
At December 31, 20172018 and 20162017, 2834 percent and 2928 percent of PCI home equity loans were in California. There were no other significant single state concentrations.
Purchased Credit-impaired Loan Portfolio
Loans acquired with evidence of credit quality deterioration since origination and for which it is probable at purchase that we will be unable to collect all contractually required payments are accounted for under the accounting standards for PCI loans. For more information, see Note 1 – Summary of Significant Accounting
 
Principles and Note 4 – Outstanding Loans and Leases to the Consolidated Financial Statements.
Table 28 presents the unpaid principal balance, carrying value, related valuation allowance and the net carrying value as a percentage of the unpaid principal balance for the PCI loan portfolio.
                    
Table 28Purchased Credit-impaired Loan PortfolioPurchased Credit-impaired Loan Portfolio
                    
Unpaid
Principal
Balance
 Gross Carrying
Value
 Related
Valuation
Allowance
 Carrying Value Net of Valuation Allowance Percent of Unpaid Principal Balance Unpaid
Principal
Balance
 
Gross
Carrying
Value
 Related
Valuation
Allowance
 
Carrying Value
Net of Valuation Allowance
 Percent of Unpaid Principal Balance
(Dollars in millions)(Dollars in millions)December 31, 2017(Dollars in millions)December 31, 2018
Residential mortgage (1)
Residential mortgage (1)
$8,117
 $8,001
 $117
 $7,884
 97.13%
Residential mortgage (1)
$3,872
 $3,800
 $30
 $3,770
 97.37%
Home equityHome equity2,787
 2,716
 172
 2,544
 91.28
Home equity896
 845
 61
 784
 87.50
Total purchased credit-impaired loan portfolioTotal purchased credit-impaired loan portfolio$10,904
 $10,717
 $289
 $10,428
 95.63
Total purchased credit-impaired loan portfolio$4,768
 $4,645
 $91
 $4,554
 95.51
                    
 December 31, 2016 December 31, 2017
Residential mortgage (1)
Residential mortgage (1)
$10,330
 $10,127
 $169
 $9,958
 96.40%
Residential mortgage (1)
$8,117
 $8,001
 $117
 $7,884
 97.13%
Home equityHome equity3,689
 3,611
 250
 3,361
 91.11
Home equity2,787
 2,716
 172
 2,544
 91.28
Total purchased credit-impaired loan portfolioTotal purchased credit-impaired loan portfolio$14,019
 $13,738
 $419
 $13,319
 95.01
Total purchased credit-impaired loan portfolio$10,904

$10,717

$289

$10,428
 95.63
(1) 
At December 31, 20172018 and 20162017, pay option loans had an unpaid principal balance of $1.4 billion$757 million and $1.9$1.4 billion and a carrying value of $744 million and $1.4 billion and $1.8 billion. This includes $1.2 billion$645 million and $1.6$1.2 billion of loans that were credit-impaired upon acquisition and $141$67 million and $226$141 million of loans that were 90 days or more past due at December 31, 2017 and 2016.due. The total unpaid principal balance of pay option loans with accumulated negative amortization was $73 million and $160 million, and $303 million, including $9$4 million and $16$9 million of negative amortization at December 31, 20172018 and 20162017.

Bank of America 201760


The total PCI unpaid principal balance decreased $3.1$6.1 billion, or 2256 percent, in 20172018 primarily driven by payoffs, paydowns, write-offs and PCI loan sales with a carrying value of $4.4 billion compared to sales of $803 million compared to $549 million in 2016.2017.
Of the unpaid principal balance of $10.9$4.8 billion at December 31, 2017, $9.62018, $4.3 billion, or 8890 percent, was current based on the contractual terms, $752$208 million, or sevenfour percent, was in early stage delinquency and $364$205 million was 180 days or more past due, including $302$172 million of first-lien mortgages and $62$33 million of home equity loans.
The PCI residential mortgage loan and home equity portfolios represented 7582 percent and 2518 percent of the total PCI loan portfolio at December 31, 2017.2018. Those loans to borrowers with a refreshed FICO score below 620 represented 2419 percent and 1721 percent of the PCI residential mortgage loan and home equity portfolios at December 31, 2017.2018. Residential mortgage and home equity loans with a refreshed LTV or CLTV greater than 90 percent, after consideration of purchase accounting adjustments and the related valuation allowance, represented 1410 percent and 3428 percent of their respective PCI loan portfolios and 1611 percent and
 
3732 percent based on the unpaid principal balance at December 31, 2017.2018.
U.S. Credit Card
At December 31, 2017,2018, 97 percent of the U.S. credit card portfolio was managed in Consumer Banking with the remainder in GWIM.
Outstandings in the U.S. credit card portfolio increased $4.0 billion to $96.3$2.1 billion in 20172018 to $98.3 billion due to higher retail volume partially offset by payments as retail volumes outpaced payments. Netwell as the sale of a small portfolio. In 2018, net charge-offs increased $244$324 million to $2.5$2.8 billion, in 2017 due to portfolio seasoning and loan growth. U.S. credit card loans 30 days or more past due and still accruing interest increased $252$142 million and loans 90 days or more past due and still accruing interest increased $118$94 million, in 2017,each driven by portfolio seasoning and loan growth.
Unused lines of credit for U.S. credit card totaled $326.3$334.8 billion and $321.6$326.3 billion at December 31, 20172018 and 2016.2017. The increase was driven by account growth and lines of credit increases.
Table 29 presents certain state concentrations for the U.S. credit card portfolio.

57Bank of America 2018






                        
Table 29U.S. Credit Card State Concentrations   U.S. Credit Card State Concentrations   
                        
 Outstandings Accruing Past Due
90 Days or More
 Net Charge-offs Outstandings 
Accruing Past Due
90 Days or More
  
 December 31  December 31 Net Charge-offs
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
CaliforniaCalifornia$15,254
 $14,251
 $136
 $115
 $412
 $360
California$16,062
 $15,254
 $163
 $136
 $479
 $412
FloridaFlorida8,359
 7,864
 94
 85
 259
 245
Florida8,840
 8,359
 119
 94
 332
 259
TexasTexas7,451
 7,037
 76
 65
 194
 164
Texas7,730
 7,451
 84
 76
 224
 194
New YorkNew York5,977
 5,683
 91
 60
 218
 161
New York6,066
 5,977
 81
 91
 268
 218
WashingtonWashington4,350
 4,128
 20
 18
 56
 56
Washington4,558
 4,350
 24
 20
 63
 56
Other U.S.54,894
 53,315
 483
 439
 1,374
 1,283
OtherOther55,082
 54,894
 523
 483
 1,471
 1,374
Total U.S. credit card portfolioTotal U.S. credit card portfolio$96,285
 $92,278
 $900
 $782
 $2,513
 $2,269
Total U.S. credit card portfolio$98,338

$96,285

$994

$900

$2,837

$2,513
Direct/Indirect and Other Consumer
At December 31, 2017, approximately 542018, 55 percent of the direct/indirect portfolio was included in Consumer Banking (consumer auto and specialty lending – automotive, marine, aircraft, recreational vehicle loans and consumer personal loans) and 4645 percent was included in GWIM (principally securities-based lending loans). At December 31, 2017, approximately 94 percent of the $2.7 billion other consumer portfolio was consumer auto leases included in Consumer Banking.
Outstandings in the direct/indirect portfolio remained relatively unchanged at $93.8decreased $5.2 billion at December 31, 2017.in 2018 to $91.2 billion primarily due to declines in
securities-based lending due to higher paydowns, and in our auto portfolio as paydowns outpaced originations. Net charge-offs increased $77decreased $19 million to $211$195 million in 20172018 due largely to portfolio seasoning and clarifying regulatory guidance related to bankruptcy and repossession.repossession issued during 2017.
Table 30 presents certain state concentrations for the direct/indirect consumer loan portfolio.
                        
Table 30Direct/Indirect State Concentrations   Direct/Indirect State Concentrations   
                        
 Outstandings Accruing Past Due
90 Days or More
 Net Charge-offs Outstandings Accruing Past Due
90 Days or More
  
 December 31  December 31 Net Charge-offs
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
CaliforniaCalifornia$11,165
 $11,300
 $3
 $3
 $21
 $13
California$11,734
 $12,897
 $4
 $3
 $21
 $21
FloridaFlorida10,946
 9,418
 5
 3
 42
 29
Florida10,240
 11,184
 4
 5
 36
 43
TexasTexas10,623
 9,406
 5
 5
 38
 21
Texas9,876
 10,676
 6
 5
 30
 38
New YorkNew York6,058
 5,253
 2
 1
 6
 3
New York6,296
 6,557
 2
 2
 9
 7
Georgia3,502
 3,255
 4
 4
 15
 9
Other U.S./Non-U.S.51,536
 55,457
 21
 18
 89
 59
New JerseyNew Jersey3,308
 3,449
 1
 1
 2
 6
OtherOther49,712
 51,579
 21
 24
 97
 99
Total direct/indirect loan portfolioTotal direct/indirect loan portfolio$93,830
 $94,089
 $40
 $34
 $211
 $134
Total direct/indirect loan portfolio$91,166

$96,342

$38

$40

$195

$214
61Bank of America 2017



Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity
Table 31 presents nonperforming consumer loans, leases and foreclosed properties activity during 20172018 and 2016. For more information on nonperforming loans, see Note 1 – Summary of Significant Accounting Principles and Note 4 – Outstanding Loans and Leases to the Consolidated Financial Statements.2017. During 2017,2018, nonperforming consumer loans declined $838 million$1.3 billion to $5.2$3.8 billion primarily driven in part by loan sales of $511 million and net transfers of loans to held-for-sale of $198$969 million. Additionally, nonperforming loans declined as outflows outpaced new inflows, which included the addition of $295 million of nonperforming loans as a result of clarifying regulatory guidance related to bankruptcy loans.
At December 31, 2017, $1.92018, $1.1 billion, or 3429 percent, of nonperforming consumer real estate loans were 180 days or more past due and foreclosed properties had been written down to their estimated property value less costs to sell, including $1.6 billion of nonperforming loans 180 days or more past due and $236 million of foreclosed properties.sell. In addition, at December 31, 2017, $2.32018, $1.9 billion, or 4549 percent, of nonperforming consumer loans were modified and are now current after successful trial periods, or are current loans classified as nonperforming loans in accordance with applicable policies.
Foreclosed properties decreased $127increased $8 million in 20172018 to $244 million as liquidationsadditions outpaced additions.liquidations. PCI loans are excluded from nonperforming loans as these loans were written down to fair value at the acquisition date; however, once we acquire the underlying real estate upon foreclosure of the delinquent PCI loan,
it is included in foreclosed properties. Not included in foreclosed properties at December 31, 2017 was $801 million of real estate that was acquired upon foreclosure of certainCertain delinquent government-guaranteed loans (principally FHA-insured loans). We exclude these amounts are excluded from our nonperforming loans and foreclosed properties activity as we expect we will be reimbursed once the property is conveyed to the guarantor for principal and, up to certain limits, costs incurred during the foreclosure process and interest accrued during the holding period.
We classify junior-lien home equity loans as nonperforming when the first-lien loan becomes 90 days past due even if the junior-lien loan is performing. At December 31, 2018 and 2017, and 2016, $330$221 million and $428$330 million of such junior-lien home equity loans were included in nonperforming loans and leases.
Nonperforming loans also include certain loans that have been modified in TDRs where economic concessions have been granted to borrowers experiencing financial difficulties. Nonperforming TDRs, excluding those modified loans in the PCI loan portfolio, are included in Table 31.

Bank of America 2018 58


        
Table 31
Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity (1)
   Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity   
        
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
Nonperforming loans and leases, January 1Nonperforming loans and leases, January 1$6,004
 $8,165
Nonperforming loans and leases, January 1$5,166
 $6,004
AdditionsAdditions3,254
 3,492
Additions2,440
 3,254
Reductions:Reductions:   Reductions:   
Paydowns and payoffsPaydowns and payoffs(1,052) (1,044)Paydowns and payoffs(958) (1,052)
SalesSales(511) (1,604)Sales(969) (511)
Returns to performing status (2)(1)
Returns to performing status (2)(1)
(1,438) (1,628)
Returns to performing status (2)(1)
(1,283) (1,438)
Charge-offsCharge-offs(676) (1,028)Charge-offs(401) (676)
Transfers to foreclosed propertiesTransfers to foreclosed properties(217) (294)Transfers to foreclosed properties(151) (217)
Transfers to loans held-for-saleTransfers to loans held-for-sale(198) (55)Transfers to loans held-for-sale(2) (198)
Total net reductions to nonperforming loans and leasesTotal net reductions to nonperforming loans and leases(838) (2,161)Total net reductions to nonperforming loans and leases(1,324)
(838)
Total nonperforming loans and leases, December 31 (3)
Total nonperforming loans and leases, December 31 (3)
5,166
 6,004
Total nonperforming loans and leases, December 31 (3)
3,842

5,166
Total foreclosed properties, December 31 (4)
236
 363
Foreclosed properties, December 31 (2)
Foreclosed properties, December 31 (2)
244
 236
Nonperforming consumer loans, leases and foreclosed properties, December 31Nonperforming consumer loans, leases and foreclosed properties, December 31$5,402
 $6,367
Nonperforming consumer loans, leases and foreclosed properties, December 31$4,086

$5,402
Nonperforming consumer loans and leases as a percentage of outstanding consumer loans and leases (5)(3)
Nonperforming consumer loans and leases as a percentage of outstanding consumer loans and leases (5)(3)
1.14% 1.32%
Nonperforming consumer loans and leases as a percentage of outstanding consumer loans and leases (5)(3)
0.86% 1.14%
Nonperforming consumer loans, leases and foreclosed properties as a percentage of outstanding consumer loans, leases and foreclosed properties (5)(3)
Nonperforming consumer loans, leases and foreclosed properties as a percentage of outstanding consumer loans, leases and foreclosed properties (5)(3)
1.19
 1.39
Nonperforming consumer loans, leases and foreclosed properties as a percentage of outstanding consumer loans, leases and foreclosed properties (5)(3)
0.92
 1.19
(1) 
Balances do not include nonperforming LHFS of $2 million and $69 million and nonaccruing TDRs removed from the PCI loan portfolio prior to January 1, 2010 of $26 million and $27 million at December 31, 2017 and 2016 as well as loans accruing past due 90 days or more as presented in Table 21 and Note 4 – Outstanding Loans and Leases to the Consolidated Financial Statements.
(2)
Consumer loans may be returned to performing status when all principal and interest is current and full repayment of the remaining contractual principal and interest is expected, or when the loan otherwise becomes well-secured and is in the process of collection.
(3)(2) 
At December 31, 2017, 31 percent of nonperforming loans were 180 days or more past due.
(4)
Foreclosed property balances do not include properties insured by certain government-guaranteed loans, principally FHA-insured, of $488 million and $801 million and $1.2 billionat December 31, 20172018 and 20162017.
(5)(3) 
Outstanding consumer loans and leases exclude loans accounted for under the fair value option.

Bank of America 201762


Table 32 presents TDRs for the consumer real estate portfolio. Performing TDR balances are excluded from nonperforming loans and leases in Table 31.
                        
Table 32Consumer Real Estate Troubled Debt RestructuringsConsumer Real Estate Troubled Debt Restructurings
                        
 December 31, 2017 December 31, 2016 December 31, 2018 December 31, 2017
(Dollars in millions)(Dollars in millions)Nonperforming Performing Total Nonperforming Performing Total(Dollars in millions)Nonperforming Performing Total Nonperforming Performing Total
Residential mortgage (1, 2)
Residential mortgage (1, 2)
$1,535
 $8,163
 $9,698
 $1,992
 $10,639
 $12,631
Residential mortgage (1, 2)
$1,209
 $4,988
 $6,197
 $1,535
 $8,163
 $9,698
Home equity (3)
Home equity (3)
1,457
 1,399
 2,856
 1,566
 1,211
 2,777
Home equity (3)
1,107
 1,252
 2,359
 1,457
 1,399
 2,856
Total consumer real estate troubled debt restructuringsTotal consumer real estate troubled debt restructurings$2,992
 $9,562
 $12,554
 $3,558
 $11,850
 $15,408
Total consumer real estate troubled debt restructurings$2,316

$6,240

$8,556

$2,992

$9,562

$12,554
(1) 
At December 31, 20172018 and 20162017, residential mortgage TDRs deemed collateral dependent totaled $1.6 billion and $2.8 billion and $3.5 billion, and included $960 million and $1.2 billion and $1.6 billion of loans classified as nonperforming and $605 million and $1.6 billion and $1.9 billion of loans classified as performing.
(2) 
Residential mortgage performing TDRs included $2.8 billion and $3.7 billion and $5.3 billion of loans that were fully-insured at December 31, 20172018 and 20162017.
(3)
HomeAt December 31, 2018 and 2017, home equity TDRs deemed collateral dependent totaled $1.3 billion and $1.6 billion for both periods, and included $961 million and $1.2 billion and $1.3 billion of loans classified as nonperforming and $322 million and $388 million and $301 million of loans classified as performing at December 31, 2017 and 2016.performing.
In addition to modifying consumer real estate loans, we work with customers who are experiencing financial difficulty by modifying credit card and other consumer loans. Credit card and other consumer loan modifications generally involve a reduction in the customer’s interest rate on the account and placing the customer on a fixed payment plan not exceeding 60 months, all of which are considered TDRs (the renegotiated TDR portfolio).
Modifications of credit card and other consumer loans are made through renegotiation programs utilizing direct customer contact, but may also utilize external renegotiation programs. The renegotiated TDR portfolio is excluded in large part from Table 31 as substantially all of the loans remain on accrual status until either charged off or paid in full. At December 31, 20172018 and 2016,2017, our renegotiated TDR portfolio was $490$566 million and $610$490 million, of which $426$481 million and $493$426 million were current or less than 30 days past due under the modified terms. The declineincrease in the renegotiated TDR portfolio was primarily driven by paydowns and charge-offs as well as lower program enrollments. For more information on thenew renegotiated TDR portfolio, see Note 4 – Outstanding Loans and Leases to the Consolidated Financial Statements.enrollments outpacing runoff of existing portfolios.
Commercial Portfolio Credit Risk Management
Credit risk management for the commercial portfolio begins with an assessment of the credit risk profile of the borrower or counterparty based on an analysis of its financial position. As part of the overall credit risk assessment, our commercial credit exposures are assigned a risk rating and are subject to approval based on defined credit approval standards. Subsequent to loan origination, risk ratings are monitored on an ongoing basis, and if necessary, adjusted to reflect changes in the financial condition,
cash flow, risk profile or outlook of a borrower or counterparty. In making credit decisions, we consider risk rating, collateral, country, industry and single-name concentration limits while also balancing these considerations with the total borrower or counterparty relationship. We use a variety of tools to continuously monitor the ability of a borrower or counterparty to perform under its obligations. We use risk rating aggregations to measure and evaluate concentrations within portfolios. In addition, risk ratings are a factor in determining the level of allocated capital and the allowance for credit losses.
As part of our ongoing risk mitigation initiatives, we attempt to work with clients experiencing financial difficulty to modify their loans to terms that better align with their current ability to pay. In situations where an economic concession has been granted to a borrower experiencing financial difficulty, we identify these loans as TDRs. For more information on our accounting policies regarding
delinquencies, nonperforming status and net charge-offs for the commercial portfolio, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
Management of Commercial Credit Risk Concentrations
Commercial credit risk is evaluated and managed with the goal that concentrations of credit exposure do not result in undesirable levels of risk.continue to be aligned with our risk appetite. We review, measure and manage concentrations of credit exposure by industry, product, geography, customer relationship and loan size. We also review, measure and manage commercial real estate loans by geographic location and property

59Bank of America 2018






type. In addition, within our non-U.S. portfolio, we evaluate exposures by region and by country. Tables 37, 40, 4543 and 4644 summarize our concentrations. We also utilize syndications of exposure to third parties, loan sales, hedging and other risk mitigation techniques to manage the size and risk profile of the commercial credit portfolio. For more information on our industry concentrations, including our utilized exposure to the energy sector which was three percent of total commercial utilized exposure at both December 31, 2017 and 2016, see Commercial Portfolio Credit Risk Management – Industry Concentrations on page 6763 and Table 40.
We account for certain large corporate loans and loan commitments, including issued but unfunded letters of credit which are considered utilized for credit risk management purposes, that exceed our single-name credit risk concentration guidelines under the fair value option. Lending commitments, both funded and unfunded, are actively managed and monitored, and as appropriate, credit risk for these lending relationships may be mitigated through the use of credit derivatives, with our credit view and market perspectives determining the size and timing of the hedging activity. In addition, we purchase credit protection to cover the funded portion as well as the unfunded portion of certain other credit exposures. To lessen the cost of obtaining our desired credit protection levels, credit exposure may be added within an industry, borrower or counterparty group by selling protection. These credit derivatives do not meet the requirements for treatment as accounting hedges. They are carried at fair value with changes in fair value recorded in other income.
In addition, we are a member of various securities and derivative exchanges and clearinghouses, both in the U.S. and
other countries. As a member, we may be required to pay a pro-rata share of the losses incurred by some of these organizations as a result of another member default and under other loss scenarios. For moreadditional information, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.

63Bank of America 2017



Commercial Credit Portfolio
During 2017,2018, credit quality among large corporate borrowers was strong, other thanand there was continued improvement in the higher risk energy sub-sectors, where we saw improvement in 2017.portfolio. Credit quality of commercial real estate borrowers continued to be strongin most sectors remained stable with conservative LTV ratios, stable market rents in most sectorsratios. However, some of the commercial real estate markets experienced slowing tenant demand and vacancy rates remaining low.decelerating rental income.
Total commercial utilized credit exposure increased $25.9$20.2 billion during 2017in 2018 to $600.8$621.0 billion at December 31, 2017 primarily driven by increases in loans and leases.commercial loan growth. The utilization rate for loans and leases, SBLCs and financial guarantees, and
commercial letters of credit, in the aggregate, was 59 percent and 58 percent at both December 31, 20172018 and 2016.2017.
Table 33 presents commercial credit exposure by type for utilized, unfunded and total binding committed credit exposure. Commercial utilized credit exposure includes SBLCs and financial guarantees and commercial letters of credit that have been issued and for which we are legally bound to advance funds under prescribed conditions during a specified time period, and excludes exposure related to trading account assets. Although funds have not yet been advanced, these exposure types are considered utilized for credit risk management purposes.
                        
Table 33Commercial Credit Exposure by TypeCommercial Credit Exposure by Type
                        
 
Commercial Utilized (1)
 
Commercial Unfunded (2, 3, 4)
 Total Commercial Committed 
Commercial Utilized (1)
 
Commercial Unfunded (2, 3, 4)
 Total Commercial Committed
 December 31 December 31
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017 2018 2017
Loans and leases (5)
Loans and leases (5)
$487,748
 $464,260
 $364,743
 $356,911
 $852,491
 $821,171
Loans and leases (5)
$505,724
 $487,748
 $369,282
 $364,743
 $875,006
 $852,491
Derivative assets (6)
Derivative assets (6)
37,762
 42,512
 
 
 37,762
 42,512
Derivative assets (6)
43,725
 37,762
 
 
 43,725
 37,762
Standby letters of credit and financial guaranteesStandby letters of credit and financial guarantees34,517
 33,135
 863
 660
 35,380
 33,795
Standby letters of credit and financial guarantees34,941
 34,517
 491
 863
 35,432
 35,380
Debt securities and other investmentsDebt securities and other investments28,161
 26,244
 4,864
 5,474
 33,025
 31,718
Debt securities and other investments25,425
 28,161
 4,250
 4,864
 29,675
 33,025
Loans held-for-saleLoans held-for-sale10,257
 6,510
 9,742
 13,019
 19,999
 19,529
Loans held-for-sale9,090
 10,257
 14,812
 9,742
 23,902
 19,999
Commercial letters of creditCommercial letters of credit1,467
 1,464
 155
 112
 1,622
 1,576
Commercial letters of credit1,210
 1,467
 168
 155
 1,378
 1,622
OtherOther888
 767
 
 13
 888
 780
Other898
 888
 
 
 898
 888
Total $600,800
 $574,892
 $380,367
 $376,189
 $981,167
 $951,081
 $621,013
 $600,800
 $389,003
 $380,367
 $1,010,016
 $981,167
(1) 
Commercial utilized exposure includes loans of $3.7 billion and $4.8 billion and $6.0 billion and issued letters of credit with a notional amount of $100 million and $232 million and $284 million accounted for under the fair value option at December 31, 20172018 and 20162017.
(2) 
Commercial unfunded exposure includes commitments accounted for under the fair value option with a notional amount of $3.0 billion and $4.6 billion and $6.7 billion at December 31, 20172018 and 20162017.
(3) 
Excludes unused business card lines, which are not legally binding.
(4) 
Includes the notional amount of unfunded legally binding lending commitments net of amounts distributed (e.g.(i.e., syndicated or participated) to other financial institutions. The distributed amounts were $10.7 billion and $11.0 billion and $12.1 billion at December 31, 20172018 and 20162017.
(5) 
Includes credit risk exposure associated with assets under operating lease arrangements of $6.1 billion and $6.3 billion and $5.7 billion at December 31, 20172018 and 20162017.
(6) 
Derivative assets are carried at fair value, reflect the effects of legally enforceable master netting agreements and have been reduced by cash collateral of $32.4 billion and $34.6 billion and $43.3 billion at December 31, 20172018 and 20162017. Not reflected in utilized and committed exposure is additional non-cash derivative collateral held of $33.0 billion and $26.2 billion and $25.3 billion at December 31, 20172018 and 20162017, which consists primarily of other marketable securities.
Outstanding commercial loans and leases increased $22.9$18.2 billion during 2017 to $481.5 billion at December 31, 20172018 primarily due to growth in commercial and industrial loans. During 2017, nonperforming commercial loans and leases decreased $440 million to $1.3 billion and reservable criticized balances decreased $2.8 billion to $13.6 billion both driven by
improvements in the energy sector.U.S. commercial portfolio. The allowance for loan and lease losses for the commercial portfolio decreased $248$211 million during 2017 to $5.0$4.8 billion at December 31, 2017.2018. For moreadditional information, see Allowance for Credit Losses on page 72.67. Table 34 presents our commercial loans and leases portfolio and related credit quality information at December 31, 20172018 and 2016.
2017.
             
Table 34Commercial Credit Quality
   
  Outstandings Nonperforming 
Accruing Past Due
90 Days or More
  December 31
(Dollars in millions)2017 2016 2017 2016 2017 2016
Commercial and industrial:           
U.S. commercial$284,836
 $270,372
 $814
 $1,256
 $144
 $106
Non-U.S. commercial97,792
 89,397
 299
 279
 3
 5
Total commercial and industrial382,628
 359,769
 1,113
 1,535
 147
 111
Commercial real estate (1)
58,298
 57,355
 112
 72
 4
 7
Commercial lease financing22,116
 22,375
 24
 36
 19
 19
 463,042
 439,499
 1,249
 1,643
 170
 137
U.S. small business commercial (2)
13,649
 12,993
 55
 60
 75
 71
Commercial loans excluding loans accounted for under the fair value option476,691
 452,492
 1,304
 1,703
 245
 208
Loans accounted for under the fair value option (3)
4,782
 6,034
 43
 84
 
 
Total commercial loans and leases$481,473
 $458,526
 $1,347
 $1,787
 $245
 $208
(1)
Includes U.S. commercial real estate of $54.8 billion and $54.3 billion and non-U.S. commercial real estate of $3.5 billion and $3.1 billion at December 31, 2017 and 2016.
(2)
Includes card-related products.
(3)
Commercial loans accounted for under the fair value option include U.S. commercial of $2.6 billion and $2.9 billion and non-U.S. commercial of $2.2 billion and $3.1 billion at December 31, 2017 and 2016. For more information on the fair value option, see Note 21 – Fair Value Option to the Consolidated Financial Statements.


  
Bank of America 2017642018 60



             
Table 34Commercial Credit Quality
   
  Outstandings Nonperforming 
Accruing Past Due
90 Days or More
  December 31
(Dollars in millions)2018 2017 2018 2017 2018 2017
Commercial and industrial:           
U.S. commercial$299,277
 $284,836
 $794
 $814
 $197
 $144
Non-U.S. commercial98,776
 97,792
 80
 299
 
 3
Total commercial and industrial398,053
 382,628
 874
 1,113
 197
 147
Commercial real estate (1)
60,845
 58,298
 156
 112
 4
 4
Commercial lease financing22,534
 22,116
 18
 24
 29
 19
 481,432
 463,042
 1,048
 1,249
 230
 170
U.S. small business commercial (2)
14,565
 13,649
 54
 55
 84
 75
Commercial loans excluding loans accounted for under the fair value option495,997
 476,691
 1,102
 1,304
 314
 245
Loans accounted for under the fair value option (3)
3,667
 4,782
 
 43
 
 
Total commercial loans and leases$499,664
 $481,473
 $1,102
 $1,347
 $314
 $245
(1)
Includes U.S. commercial real estate of $56.6 billion and $54.8 billion and non-U.S. commercial real estate of $4.2 billion and $3.5 billion at December 31, 2018 and 2017.
(2)
Includes card-related products.
(3)
Commercial loans accounted for under the fair value option include U.S. commercial of $2.5 billion and $2.6 billion and non-U.S. commercial of $1.1 billion and $2.2 billion at December 31, 2018 and 2017. For more information on the fair value option, see Note 21 – Fair Value Option to the Consolidated Financial Statements.
Table 35 presents net charge-offs and related ratios for our commercial loans and leases for 20172018 and 2016.2017. The increasedecrease in net charge-offs of $399$378 million for 20172018 was primarily driven by a single-name non-U.S. commercial charge-off of $292 million in the fourth quarter of 2017.
                
Table 35Commercial Net Charge-offs and Related RatiosCommercial Net Charge-offs and Related Ratios
            
 Net Charge-offs 
Net Charge-off Ratios (1)
 Net Charge-offs 
Net Charge-off Ratios (1)
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017
Commercial and industrial:Commercial and industrial:       Commercial and industrial:       
U.S. commercialU.S. commercial$232
 $184
 0.08% 0.07 %U.S. commercial$215
 $232
 0.07% 0.08%
Non-U.S. commercialNon-U.S. commercial440
 120
 0.48
 0.13
Non-U.S. commercial68
 440
 0.07
 0.48
Total commercial and industrialTotal commercial and industrial672
 304
 0.18
 0.09
Total commercial and industrial283
 672
 0.07
 0.18
Commercial real estateCommercial real estate9
 (31) 0.02
 (0.05)Commercial real estate1
 9
 
 0.02
Commercial lease financingCommercial lease financing5
 21
 0.02
 0.10
Commercial lease financing(1) 5
 (0.01) 0.02
 686
 294
 0.15
 0.07
 283
 686
 0.06
 0.15
U.S. small business commercialU.S. small business commercial215
 208
 1.60
 1.60
U.S. small business commercial240
 215
 1.70
 1.60
Total commercialTotal commercial$901
 $502
 0.20
 0.11
Total commercial$523
 $901
 0.11
 0.20
(1) 
Net charge-off ratios are calculated as net charge-offs divided by average outstanding loans and leases excluding loans accounted for under the fair value option.
Table 36 presents commercial utilized reservable criticized utilized exposure by loan type. Criticized exposure corresponds to the Special Mention, Substandard and Doubtful asset categories as defined by regulatory authorities. Total commercial utilized reservable criticized utilized exposure decreased $2.8$2.5 billion, or 1718 percent, during 2017 primarily2018 driven by paydowns and upgrades inbroad-based improvements including the energy portfolio. Approximately 84sector. At December 31, 2018 and 2017, 91 percent and 7684 percent of commercial utilized reservable criticized utilized exposure was secured at December 31, 2017 and 2016.secured.
                
Table 36Commercial Utilized Reservable Criticized Exposure
Commercial Reservable Criticized Utilized Exposure (1, 2)
        
 
Amount (1)
 
Percent (2)
 
Amount (1)
 
Percent (2)
        
 December 31 December 31
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
Commercial and industrial:
U.S. commercialU.S. commercial$9,891
 3.15% $10,311
 3.46%U.S. commercial$7,986
 2.43% $9,891
 3.15%
Non-U.S. commercialNon-U.S. commercial1,766
 1.70
 3,974
 4.17
Non-U.S. commercial1,013
 0.97
 1,766
 1.70
Total commercial and industrialTotal commercial and industrial11,657
 2.79
 14,285
 3.63
Total commercial and industrial8,999
 2.08
 11,657
 2.79
Commercial real estateCommercial real estate566
 0.95
 399
 0.68
Commercial real estate936
 1.50
 566
 0.95
Commercial lease financingCommercial lease financing581
 2.63
 810
 3.62
Commercial lease financing366
 1.62
 581
 2.63
 12,804
 2.57
 15,494
 3.27
 10,301
 1.99
 12,804
 2.57
U.S. small business commercialU.S. small business commercial759
 5.56
 826
 6.36
U.S. small business commercial760
 5.22
 759
 5.56
Total commercial utilized reservable criticized exposure$13,563
 2.65
 $16,320
 3.35
Total commercial reservable criticized utilized exposure (1)
Total commercial reservable criticized utilized exposure (1)
$11,061
 2.08
 $13,563
 2.65
(1) 
Total commercial utilized reservable criticized utilized exposure includes loans and leases of $10.3 billion and $12.5 billion and $14.9 billion and commercial letters of credit of $781 million and $1.1 billion and $1.4 billion at December 31, 20172018 and 20162017.
(2) 
Percentages are calculated as commercial utilized reservable criticized utilized exposure divided by total commercial reservable utilized reservable exposure for each exposure category.

61Bank of America 2018






Commercial and Industrial
Commercial and industrial loans include U.S. commercial and non-U.S. commercial portfolios.
U.S. Commercial
At December 31, 2017,2018, 70 percent of the U.S. commercial loan portfolio, excluding small business, was managed in Global Banking,17 16 percent in Global Markets, 1112 percent in GWIM (generally business-purpose loans for high net worth clients) and the remainder primarily in Consumer Banking. U.S. commercial loans excluding loans accounted for under the fair value option, increased $14.5$14.4 billion in 2018 primarily in Global Banking. Reservable criticized utilized exposure decreased $1.9 billion, or five19 percent, during 2017 to $284.8 billion at December 31, 2017 due to growth across most of the commercial businesses. Reservable criticized balances decreased $420 million, or four percent, and nonperforming loans
and leases decreased $442 million, or 35 percent, in 2017 driven by broad-based improvements inincluding the energy sector. Net charge-offs increased $48 million for 2017 compared to 2016.
Non-U.S. Commercial
At December 31, 2017, 792018, 81 percent of the non-U.S. commercial loan portfolio was managed in Global Banking and 2119 percent in Global Markets. Outstanding loans, excluding loans accounted for under the fair value option, increased $8.4 billion in 2017. Reservable criticized balancesutilized exposure decreased $2.2 billion,$753 million, or 5643 percent, and nonperforming loans and leases decreased $219 million, or 73 percent, due primarily to paydowns, sales and upgrades in the energy portfolio.charge-offs. Net charge-offs increased $320decreased $372 million in 2017 to $440 million2018 primarily due to a single-name non-U.S. commercial charge-off of $292 million in the fourth quarter of 2017. For more information on the non-U.S. commercial portfolio, see Non-U.S. Portfolio on page 70.65.

65Bank of America 2017



Commercial Real Estate
Commercial real estate primarily includes commercial loans and leases secured by non-owner-occupied real estate and is
dependent on the sale or lease of the real estate as the primary source of repayment. The portfolio remains diversified across property types and geographic regions. California represented the largest state concentration at 23 percent of the commercial real estate loans and leases portfolio at both December 31, 20172018 and 2016.2017. The commercial real estate portfolio is predominantly managed in Global Banking and consists of loans made primarily to public and private developers, and commercial real estate firms. Outstanding loans increased $943 million,$2.5 billion, or twofour percent, during 20172018 to $58.3$60.8 billion at December 31, 2017 due to new originations, including higher hold levels on syndicated loans, outpacing paydowns.
During 2017,2018, we continued to see low default rates and solid credit quality in both the residential and non-residential portfolios.
We use a number of proactive risk mitigation initiatives to reduce adversely rated exposure in the commercial real estate portfolio, including transfers of deteriorating exposures to management by independent special asset officers and the pursuit of loan restructurings or asset sales to achieve the best results for our customers and the Corporation.
Nonperforming commercial real estate loans and foreclosed properties increased $78$48 million, or 9129 percent, during 20172018 to $164 million at December 31, 2017 and reservable criticized balances increased $167 million, or 42 percent, to $566$212 million, primarily due to loan downgrades. Net charge-offs were $9 million for 2017 compared to net recoveries of $31 million in 2016.a single-name downgrade.
Table 37 presents outstanding commercial real estate loans by geographic region, based on the geographic location of the collateral, and by property type.
        
Table 37Outstanding Commercial Real Estate LoansOutstanding Commercial Real Estate Loans
        
 December 31 December 31
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
By Geographic Region By Geographic Region  
  
By Geographic Region  
  
CaliforniaCalifornia$13,607
 $13,450
California$14,002
 $13,607
NortheastNortheast10,072
 10,329
Northeast10,895
 10,072
SouthwestSouthwest6,970
 7,567
Southwest7,339
 6,970
SoutheastSoutheast5,487
 5,630
Southeast5,726
 5,487
MidwestMidwest3,769
 4,380
Midwest3,772
 3,769
FloridaFlorida3,680
 3,170
IllinoisIllinois3,263
 2,408
Illinois2,989
 3,263
Florida3,170
 3,213
MidsouthMidsouth2,962
 2,346
Midsouth2,919
 2,962
NorthwestNorthwest2,657
 2,430
Northwest2,178
 2,657
Non-U.S. Non-U.S. 3,538
 3,103
Non-U.S. 4,240
 3,538
Other (1)
Other (1)
2,803
 2,499
Other (1)
3,105
 2,803
Total outstanding commercial real estate loansTotal outstanding commercial real estate loans$58,298
 $57,355
Total outstanding commercial real estate loans$60,845
 $58,298
By Property TypeBy Property Type 
  
By Property Type 
  
Non-residentialNon-residential   Non-residential   
OfficeOffice$16,718
 $16,643
Office$17,246
 $16,718
Shopping centers / RetailShopping centers / Retail8,825
 8,794
Shopping centers / Retail8,798
 8,825
Multi-family rentalMulti-family rental8,280
 8,817
Multi-family rental7,762
 8,280
Hotels / MotelsHotels / Motels6,344
 5,550
Hotels / Motels7,248
 6,344
Industrial / WarehouseIndustrial / Warehouse6,070
 5,357
Industrial / Warehouse5,379
 6,070
UnsecuredUnsecured2,956
 2,187
Multi-useMulti-use2,771
 2,822
Multi-use2,848
 2,771
Unsecured2,187
 1,730
Land and land development160
 357
OtherOther5,485
 5,595
Other7,029
 5,645
Total non-residentialTotal non-residential56,840
 55,665
Total non-residential59,266
 56,840
ResidentialResidential1,458
 1,690
Residential1,579
 1,458
Total outstanding commercial real estate loansTotal outstanding commercial real estate loans$58,298
 $57,355
Total outstanding commercial real estate loans$60,845
 $58,298
(1) 
Includes unsecured loans to real estate investment trusts and national home builders whose portfolios of properties span multiple geographic regions and properties in the states of Colorado, Utah, Hawaii, Wyoming and Montana.
U.S. Small Business Commercial
The U.S. small business commercial loan portfolio is comprised of small business card loans and small business loans managed in Consumer Banking. Credit card-related products were 5051 percent and 4850 percent of the U.S. small business commercial portfolio at December 31, 20172018 and 2016. Net charge-offs of $215 million during 2017 were relatively flat compared to $208 million during 2016.2017. Of the U.S. small business commercial net charge-offs, 9095 percent and 8690 percent were credit card-related products in 20172018 and 2016.2017.


  
Bank of America 2017662018 62



Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity
Table 38 presents the nonperforming commercial loans, leases and foreclosed properties activity during 20172018 and 2016.2017. Nonperforming loans do not include loans accounted for under the fair value option. During 2017,2018, nonperforming commercial loans and leases decreased $399$202 million to $1.3$1.1 billion. ApproximatelyAt December
 
7731, 2018, 93 percent of commercial nonperforming loans, leases and foreclosed properties were secured and approximately 5955 percent were contractually current. Commercial nonperforming loans were carried at approximately 8789 percent of their unpaid principal balance before consideration of the allowance for loan and lease losses as the carrying value of these loans has been reduced to the estimated propertycollateral value less costs to sell.
        
Table 38
Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity (1, 2)
Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity (1, 2)
   
      
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
Nonperforming loans and leases, January 1Nonperforming loans and leases, January 1$1,703
 $1,212
Nonperforming loans and leases, January 1$1,304
 $1,703
AdditionsAdditions1,616
 2,347
Additions1,415
 1,616
Reductions:Reductions:   
Reductions:   
PaydownsPaydowns(930) (824)Paydowns(771) (930)
SalesSales(136) (318)Sales(210) (136)
Returns to performing status (3)
Returns to performing status (3)
(280) (267)
Returns to performing status (3)
(246) (280)
Charge-offsCharge-offs(455) (434)Charge-offs(361) (455)
Transfers to foreclosed propertiesTransfers to foreclosed properties(40) (4)Transfers to foreclosed properties(12) (40)
Transfers to loans held-for-saleTransfers to loans held-for-sale(174) (9)Transfers to loans held-for-sale(17) (174)
Total net additions/(reductions) to nonperforming loans and leases(399) 491
Total net reductions to nonperforming loans and leasesTotal net reductions to nonperforming loans and leases(202) (399)
Total nonperforming loans and leases, December 31Total nonperforming loans and leases, December 311,304
 1,703
Total nonperforming loans and leases, December 311,102
 1,304
Total foreclosed properties, December 3152
 14
Foreclosed properties, December 31Foreclosed properties, December 3156
 52
Nonperforming commercial loans, leases and foreclosed properties, December 31Nonperforming commercial loans, leases and foreclosed properties, December 31$1,356
 $1,717
Nonperforming commercial loans, leases and foreclosed properties, December 31$1,158
 $1,356
Nonperforming commercial loans and leases as a percentage of outstanding commercial loans and leases (4)
Nonperforming commercial loans and leases as a percentage of outstanding commercial loans and leases (4)
0.27% 0.38%
Nonperforming commercial loans and leases as a percentage of outstanding commercial loans and leases (4)
0.22% 0.27%
Nonperforming commercial loans, leases and foreclosed properties as a percentage of outstanding commercial loans, leases and foreclosed properties (4)
Nonperforming commercial loans, leases and foreclosed properties as a percentage of outstanding commercial loans, leases and foreclosed properties (4)
0.28
 0.38
Nonperforming commercial loans, leases and foreclosed properties as a percentage of outstanding commercial loans, leases and foreclosed properties (4)
0.23
 0.28
(1) 
Balances do not include nonperforming LHFSloans held-for-sale of $292 million and $339 million and $195 million at December 31, 20172018 and 20162017.
(2) 
Includes U.S. small business commercial activity. Small business card loans are excluded as they are not classified as nonperforming.
(3) 
Commercial loans and leases may be returned to performing status when all principal and interest is current and full repayment of the remaining contractual principal and interest is expected, or when the loan otherwise becomes well-secured and is in the process of collection. TDRs are generally classified as performing after a sustained period of demonstrated payment performance.
(4) 
Outstanding commercial loans exclude loans accounted for under the fair value option.
Table 39 presents our commercial TDRs by product type and performing status. U.S. small business commercial TDRs are comprised of renegotiated small business card loans and small business loans. The renegotiated small business card loans are not classified as nonperforming as they are charged off no later than the end of the month in which the loan becomes 180 days past due. For more information on TDRs, see Note 45 – Outstanding Loans and Leases to the Consolidated Financial Statements.
                        
Table 39Commercial Troubled Debt RestructuringsCommercial Troubled Debt Restructurings
    
 December 31, 2017 December 31, 2016 December 31, 2018 December 31, 2017
(Dollars in millions)(Dollars in millions)Nonperforming Performing Total Nonperforming Performing Total(Dollars in millions)Nonperforming Performing Total Nonperforming Performing Total
Commercial and industrial:
U.S. commercialU.S. commercial$370
 $866
 $1,236
 $720
 $1,140
 $1,860
U.S. commercial$306
 $1,092
 $1,398
 $370
 $866
 $1,236
Non-U.S. commercialNon-U.S. commercial11
 219
 230
 25
 283
 308
Non-U.S. commercial78
 162
 240
 11
 219
 230
Total commercial and industrialTotal commercial and industrial381
 1,085
 1,466
 745
 1,423
 2,168
Total commercial and industrial384
 1,254
 1,638
 381
 1,085
 1,466
Commercial real estateCommercial real estate38
 9
 47
 45
 95
 140
Commercial real estate114
 6
 120
 38
 9
 47
Commercial lease financingCommercial lease financing5
 13
 18
 2
 2
 4
Commercial lease financing3
 68
 71
 5
 13
 18
424
 1,107
 1,531
 792
 1,520
 2,312
501
 1,328
 1,829
 424
 1,107
 1,531
U.S. small business commercialU.S. small business commercial4
 15
 19
 2
 13
 15
U.S. small business commercial3
 18
 21
 4
 15
 19
Total commercial troubled debt restructuringsTotal commercial troubled debt restructurings$428
 $1,122
 $1,550
 $794
 $1,533
 $2,327
Total commercial troubled debt restructurings$504
 $1,346
 $1,850
 $428
 $1,122
 $1,550
Industry Concentrations
Table 40 presents commercial committed and utilized credit exposure by industry and the total net credit default protection purchased to cover the funded and unfunded portions of certain credit exposures. Our commercial credit exposure is diversified across a broad range of industries. Total commercial committed exposure increased $30.1$28.8 billion, or three percent, in 2017during 2018 to $981.2 billion at December 31, 2017.$1.0 trillion. The increase in commercial committed exposure was concentrated in the Media, Food & Staples Retailing, Capital Goods, Food, Beverage and Tobacco and the Asset Managers and Funds, Pharmaceuticals and Biotechnology, and Capital Goods industry sectors. Increases were partially offset by reduced exposure to the Healthcare EquipmentMedia, Food and
Services, Telecommunications Services Staples Retailing, and the Technology Hardware and EquipmentEnergy industry sectors.
Industry limits are used internally to manage industry concentrations and are based on committed exposure that is
allocated on an industry-by-industry basis. A risk management framework is in place to set and approve industry limits as well as to provide ongoing monitoring. The MRC oversees industry limit governance.
Asset Managers and Funds, our largest industry concentration with committed exposure of $91.1$107.9 billion, increased $5.5$16.8 billion, or six18 percent, in 2017.during 2018. The increase primarily reflectedchange reflects an increase in exposure to several counterparties.


67Bank of America 2017



Real estate,Estate, our second largest industry concentration with committed exposure of $83.8$86.5 billion, increased $115 million,$2.7 billion, or less than onethree percent, in 2017.during 2018. For more information on the commercial real estate and related portfolios, see Commercial Portfolio Credit Risk Management – Commercial Real Estate on page 66.62.

63Bank of America 2018






Capital Goods, our third largest industry concentration with committed exposure of $70.4$75.1 billion, increased $6.2$4.7 billion, or nearly 10seven percent, in 2017.during 2018. The increase in committed exposure
occurred primarily as a result of increases in large conglomerates, as well as trading companies, distributors and electrical equipment companies, partially offset by a decrease in machinery manufacturers.companies.
Our energy-related committed exposure decreased $2.5$4.5 billion, or six12 percent, in 2017during 2018 to $36.8 billion at December 31, 2017.$32.3 billion. Energy sector net
charge-offs were $31 million in 2018 compared to $156 million in 2017 compared to $241 million in 2016.2017. Energy sector reservable criticized exposure decreased $3.9 billion in 2017$833 million during 2018 to $1.6 billion at December 31, 2017,$787 million due to paydowns and upgradesimprovement in the energy portfolio.credit quality coupled with exposure reductions. The energy allowance for credit losses decreased $365$225 million during 2018 to $560 million at December 31, 2017.$335 million.
                
Table 40
Commercial Credit Exposure by Industry (1)
Commercial Credit Exposure by Industry (1)
                
 
Commercial
Utilized
 
Total Commercial
Committed (2)
 
Commercial
Utilized
 
Total Commercial
Committed (2)
 December 31 December 31
(Dollars in millions)(Dollars in millions)2017 2016 2017 2016(Dollars in millions)2018 2017 2018 2017
Asset managers and fundsAsset managers and funds$59,190
 $57,659
 $91,092
 $85,561
Asset managers and funds$71,756
 $59,190
 $107,888
 $91,092
Real estate (3)
Real estate (3)
61,940
 61,203
 83,773
 83,658
Real estate (3)
65,328
 61,940
 86,514
 83,773
Capital goodsCapital goods36,705
 34,278
 70,417
 64,202
Capital goods39,192
 36,705
 75,080
 70,417
Finance companiesFinance companies36,662
 34,050
 56,659
 53,107
Healthcare equipment and servicesHealthcare equipment and services35,763
 37,780
 56,489
 57,256
Government and public educationGovernment and public education48,684
 45,694
 58,067
 54,626
Government and public education43,675
 48,684
 54,749
 58,067
Healthcare equipment and services37,780
 37,656
 57,256
 64,663
Finance companies34,050
 35,452
 53,107
 52,953
MaterialsMaterials27,347
 24,001
 51,865
 47,386
RetailingRetailing26,117
 25,577
 48,796
 49,082
Retailing25,333
 26,117
 47,507
 48,796
Materials24,001
 22,578
 47,386
 44,357
Consumer servicesConsumer services27,191
 27,413
 43,605
 42,523
Consumer services25,702
 27,191
 43,298
 43,605
Food, beverage and tobaccoFood, beverage and tobacco23,252
 19,669
 42,815
 37,145
Food, beverage and tobacco23,586
 23,252
 42,745
 42,815
Commercial services and suppliesCommercial services and supplies22,623
 22,100
 39,349
 35,496
EnergyEnergy16,345
 19,686
 36,765
 39,231
Energy13,727
 16,345
 32,279
 36,765
Commercial services and supplies22,100
 21,241
 35,496
 35,360
TransportationTransportation22,814
 21,704
 31,523
 29,946
Global commercial banksGlobal commercial banks26,269
 29,491
 28,321
 31,764
UtilitiesUtilities12,035
 11,342
 27,623
 27,935
Technology hardware and equipmentTechnology hardware and equipment13,014
 10,728
 26,228
 22,071
Individuals and trustsIndividuals and trusts18,643
 18,549
 25,019
 25,097
MediaMedia19,155
 13,419
 33,955
 27,116
Media12,132
 19,155
 24,502
 33,955
Global commercial banks29,491
 27,267
 31,764
 30,712
Transportation21,704
 19,805
 29,946
 27,483
Utilities11,342
 11,349
 27,935
 27,140
Individuals and trusts18,549
 16,364
 25,097
 21,764
Technology hardware and equipment10,728
 9,625
 22,071
 25,318
Pharmaceuticals and biotechnologyPharmaceuticals and biotechnology7,430
 5,653
 23,634
 18,623
Vehicle dealersVehicle dealers16,896
 16,053
 20,361
 19,425
Vehicle dealers17,603
 16,896
 20,446
 20,361
Pharmaceuticals and biotechnology5,653
 5,539
 18,623
 18,910
Consumer durables and apparelConsumer durables and apparel9,904
 8,859
 20,199
 17,296
Software and servicesSoftware and services8,562
 7,991
 18,202
 19,790
Software and services8,809
 8,562
 19,172
 18,202
Consumer durables and apparel8,859
 8,112
 17,296
 15,794
InsuranceInsurance8,674
 6,411
 15,807
 12,990
Telecommunication servicesTelecommunication services8,686
 6,389
 14,166
 13,108
Automobiles and componentsAutomobiles and components7,131
 5,988
 13,893
 13,318
Food and staples retailingFood and staples retailing4,955
 4,795
 15,589
 8,869
Food and staples retailing4,787
 4,955
 9,093
 15,589
Automobiles and components5,988
 5,459
 13,318
 12,969
Telecommunication services6,389
 6,317
 13,108
 16,925
Insurance6,411
 7,406
 12,990
 13,936
Religious and social organizationsReligious and social organizations4,454
 4,423
 6,318
 6,252
Religious and social organizations3,757
 4,454
 5,620
 6,318
Financial markets infrastructure (clearinghouses)Financial markets infrastructure (clearinghouses)688
 656
 2,403
 3,107
Financial markets infrastructure (clearinghouses)2,382
 688
 4,107
 2,403
OtherOther3,621
 2,206
 3,616
 2,210
Other6,249
 3,621
 6,241
 3,616
Total commercial credit exposure by industryTotal commercial credit exposure by industry$600,800
 $574,892
 $981,167
 $951,081
Total commercial credit exposure by industry$621,013
 $600,800
 $1,010,016
 $981,167
Net credit default protection purchased on total commitments (4)
Net credit default protection purchased on total commitments (4)
 
  
 $(2,129) $(3,477)
Net credit default protection purchased on total commitments (4)
 
  
 $(2,663) $(2,129)
(1) 
Includes U.S. small business commercial exposure.
(2) 
Includes the notional amount of unfunded legally binding lending commitments net of amounts distributed (e.g.(i.e., syndicated or participated) to other financial institutions. The distributed amounts were $10.7 billion and $11.0 billion and $12.1 billion at December 31, 20172018 and 20162017.
(3) 
Industries are viewed from a variety of perspectives to best isolate the perceived risks. For purposes of this table, the real estate industry is defined based on the borrowers’ or counterparties’ primary business activity of the borrowers or counterparties using operating cash flows and primary source of repayment as key factors.
(4) 
Represents net notional credit protection purchased. For moreadditional information, see Commercial Portfolio Credit Risk Management – Risk Mitigation.
Risk Mitigation
We purchase credit protection to cover the funded portion as well as the unfunded portion of certain credit exposures. To lower the cost of obtaining our desired credit protection levels, we may add credit exposure within an industry, borrower or counterparty group by selling protection.
At December 31, 20172018 and 2016,2017, net notional credit default protection purchased in our credit derivatives portfolio to hedge our funded and unfunded exposures for which we elected the fair
 
value option, as well as certain other credit exposures, was $2.1$2.7 billion and $3.5$2.1 billion. We recorded net losses of $66$2 million in 2017for 2018 compared to net losses of $438$66 million in 20162017 on these positions. The gains and losses on these instruments were offset by gains and losses on the related exposures. The Value-at-Risk (VaR) results for these exposures are included in the fair value option portfolio information in Table 49.47. For moreadditional information, see Trading Risk Management on page 77.

71.


  
Bank of America 2017682018 64



Tables 41 and 42 present the maturity profiles and the credit exposure debt ratings of the net credit default protection portfolio at December 31, 20172018 and 2016.2017.
        
Table 41Net Credit Default Protection by MaturityNet Credit Default Protection by Maturity
        
 December 31 December 31
 2017 2016 2018 2017
Less than or equal to one yearLess than or equal to one year42% 56%Less than or equal to one year20% 42%
Greater than one year and less than or equal to five yearsGreater than one year and less than or equal to five years58
 41
Greater than one year and less than or equal to five years78
 58
Greater than five yearsGreater than five years
 3
Greater than five years2
 
Total net credit default protectionTotal net credit default protection100% 100%Total net credit default protection100% 100%
                
Table 42Net Credit Default Protection by Credit Exposure Debt RatingNet Credit Default Protection by Credit Exposure Debt Rating
                
 
Net
Notional
(1)
 Percent of
Total
 
Net
Notional
(1)
 Percent of
Total
 
Net
Notional
(1)
 Percent of
Total
 
Net
Notional
(1)
 Percent of
Total
 December 31 December 31
(Dollars in millions)(Dollars in millions)2017 2016(Dollars in millions)2018 2017
Ratings (2, 3)
Ratings (2, 3)
 
  
  
  
Ratings (2, 3)
 
  
  
  
AA$(280) 13.2% $(135) 3.9%A$(700) 26.3% $(280) 13.2%
BBBBBB(459) 21.6
 (1,884) 54.2
BBB(501) 18.8
 (459) 21.6
BBBB(893) 41.9
 (871) 25.1
BB(804) 30.2
 (893) 41.9
BB(403) 18.9
 (477) 13.7
B(422) 15.8
 (403) 18.9
CCC and belowCCC and below(84) 3.9
 (81) 2.3
CCC and below(205) 7.7
 (84) 3.9
NR (4)
NR (4)
(10) 0.5
 (29) 0.8
NR (4)
(31) 1.2
 (10) 0.5
Total net credit default protectionTotal net credit default protection$(2,129) 100.0% $(3,477) 100.0%
Total net credit
default protection
$(2,663) 100.0% $(2,129) 100.0%
(1) 
Represents net credit default protection purchased.
(2) 
Ratings are refreshed on a quarterly basis.
(3) 
Ratings of BBB- or higher are considered to meet the definition of investment grade.
(4) 
NR is comprised of index positions held and any names that have not been rated.
In addition to our net notional credit default protection purchased to cover the funded and unfunded portion of certain credit exposures, credit derivatives are used for market-making activities for clients and establishing positions intended to profit from directional or relative value changes. We execute the majority of our credit derivative trades in the OTC market with large, multinational financial institutions, including broker-dealers and, to a lesser degree, with a variety of other investors. Because these transactions are executed in the OTC market, we are subject to settlement risk. We are also subject to credit risk in the event that these counterparties fail to perform under the terms of these contracts. In order to properly reflect counterparty credit risk, we record counterparty credit risk valuation adjustments on certain derivative assets, including our purchased credit default protection.
In most cases, credit derivative transactions are executed on a daily margin basis. Therefore, events such as a credit downgrade, depending on the ultimate rating level, or a breach of credit covenants would typically require an increase in the amount of collateral required by the counterparty, where applicable, and/or allow us to take additional protective measures such as early termination of all trades.
Table 43 presents the total contract/notional amount of credit derivatives outstanding and includes both purchased and written credit derivatives. The credit risk amounts are measured as net asset exposure by counterparty, taking into consideration all contracts with the counterparty. For more information on our written credit derivatives see Note 2 – Derivatives to the Consolidated Financial Statements.
The credit risk amounts discussed above and presented in Table 43 take into consideration the effects of legally enforceable master netting agreements while amounts disclosed in Note 2 – Derivatives to the Consolidated Financial Statements are shown on a gross basis. Credit risk reflects the potential benefit from offsetting exposure to non-credit derivative products with the same counterparties that may be netted upon the occurrence of certain events, thereby reducing our overall exposure.
         
Table 43Credit Derivatives
         
  Contract/
Notional
 Credit Risk Contract/
Notional
 Credit Risk
  December 31
(Dollars in millions)2017 2016
Purchased credit derivatives: 
  
  
  
Credit default swaps$470,907
 $2,434
 $603,979
 $2,732
Total return swaps/options54,135
 277
 21,165
 433
Total purchased credit derivatives$525,042
 $2,711
 $625,144
 $3,165
Written credit derivatives: 
  
  
  
Credit default swaps$448,201
 n/a
 $614,355
 n/a
Total return swaps/options55,223
 n/a
 25,354
 n/a
Total written credit derivatives$503,424
 n/a
 $639,709
 n/a
n/a = not applicable

69Bank of America 2017



Counterparty Credit Risk Valuation Adjustments
We record counterparty credit risk valuation adjustments, on certain derivative assets, including our credit default protection purchased, in order to properly reflect the credit risk of the counterparty, as presented in Table 44. We calculate CVA based on a modeled expected exposure that incorporates current market risk factors including changes in market spreads and non-credit related market factors that affect the value of a derivative. The exposure also takes into consideration credit mitigants such as legally enforceable master netting agreements and collateral. For more information, see Note 23 – Derivativesto the Consolidated Financial Statements.
We enter into risk management activities to offset market driven exposures. We often hedge the counterparty spread risk in CVA with credit default swaps (CDS). We hedge other market risks in CVA primarily with currency and interest rate swaps. In certain instances, the net-of-hedge amounts in the following table move in the same direction as the gross amount or may move in the opposite direction. This movement is a consequence of the complex interaction of the risks being hedged, resulting in limitations in the ability to perfectly hedge all of the market exposures at all times.
         
Table 44Credit Valuation Gains and Losses
     
(Dollars in millions)2017 2016
Gains (Losses)GrossHedgeNet GrossHedgeNet
Credit valuation$330
$(232)$98
 $374
$(160)$214
Non-U.S. Portfolio
Our non-U.S. credit and trading portfolios are subject to country risk. We define country risk as the risk of loss from unfavorable economic and political conditions, currency fluctuations, social instability and changes in government policies. A risk management framework is in place to measure, monitor and manage non-U.S. risk and exposures. In addition to the direct risk of doing business in a country, we also are exposed to indirect country risks (e.g.,
related to the collateral received on secured financing transactions or related to client clearing activities). These indirect exposures are managed in the normal course of business through credit, market and operational risk governance, rather than through country risk governance.
Table 4543 presents our 20 largest non-U.S. country exposures as ofat December 31, 2017.2018. These exposures accounted for 8689 percent and 8886 percent of our total non-U.S. exposure at December 31, 20172018 and 2016.2017. Net country exposure for these 20 countries decreased $6.3increased $44.1 billion in 20172018, primarily driven by reductions in the U.K., Japan, Switzerland and Brazil, partially offset by increases in China and Belgium. On a product basis, funded commitments decreasedincreased placements with central banks in the U.K., Japan and Brazil, partially offset by increases in China, Belgium and France. The decrease in the U.K. reflects the sale of the non-U.S. consumer credit card business in 2017. Unfunded commitments increased in the U.K., Germany and Belgium, which was partly offset by a decrease in Switzerland. Securities held decreased, driven by reduced holdings in France, the U.K. and Germany, while counterparty exposure decreased in Japan, Germany and the U.K.Germany.
Non-U.S. exposure is presented on an internal risk management basis and includes sovereign and non-sovereign credit exposure, securities and other investments issued by or domiciled in countries other than the U.S.
Funded loans and loan equivalents include loans, leases, and other extensions of credit and funds, including letters of credit and due from placements. Unfunded commitments are the undrawn portion of legally binding commitments related to loans and loan equivalents. Net counterparty exposure includes the fair value of derivatives, including the counterparty risk associated with CDS,credit default swaps (CDS), and secured financing transactions. Securities and other investments are carried at fair value and long securities exposures are netted against short exposures with the same underlying issuer to, but not below, zero. Net country exposure represents country exposure less hedges and credit default protection purchased, net of credit default protection sold.


65Bank of America 2017702018







                                
Table 45Top 20 Non-U.S. Countries Exposure
Table 43Top 20 Non-U.S. Countries Exposure
                                
(Dollars in millions)(Dollars in millions)Funded Loans and Loan Equivalents Unfunded Loan Commitments Net Counterparty Exposure 
Securities/
Other
Investments
 Country Exposure at December 31
2017
 Hedges and Credit Default Protection Net Country Exposure at December 31
2017
 Increase (Decrease) from December 31
2016
(Dollars in millions)Funded Loans and Loan Equivalents Unfunded Loan Commitments Net Counterparty Exposure 
Securities/
Other
Investments
 Country Exposure at December 31
2018
 Hedges and Credit Default Protection Net Country Exposure at December 31
2018
 Increase (Decrease) from December 31
2017
United KingdomUnited Kingdom$20,089
 $14,906
 $5,278
 $1,962
 $42,235
 $(4,640) $37,595
 $(10,138)United Kingdom$28,833
 $20,410
 $6,419
 $2,639
 $58,301
 $(3,447) $54,854
 $17,259
GermanyGermany12,572
 9,856
 1,061
 1,102
 24,591
 (3,088) 21,503
 (875)Germany24,856
 6,823
 1,835
 443
 33,957
 (5,300) 28,657
 7,154
JapanJapan17,762
 1,316
 1,023
 1,341
 21,442
 (1,419) 20,023
 10,933
CanadaCanada7,037
 7,645
 2,016
 2,579
 19,277
 (554) 18,723
 (51)Canada7,388
 7,234
 1,641
 3,773
 20,036
 (521) 19,515
 792
ChinaChina13,634
 728
 746
 1,058
 16,166
 (241) 15,925
 5,040
China12,774
 681
 975
 495
 14,925
 (284) 14,641
 (1,284)
FranceFrance7,137
 5,849
 1,331
 1,214
 15,531
 (2,880) 12,651
 2,108
NetherlandsNetherlands8,405
 2,992
 389
 973
 12,759
 (1,182) 11,577
 3,110
IndiaIndia7,147
 451
 312
 3,379
 11,289
 (177) 11,112
 615
BrazilBrazil7,688
 501
 342
 2,726
 11,257
 (541) 10,716
 (2,950)Brazil6,651
 544
 209
 3,172
 10,576
 (327) 10,249
 (467)
AustraliaAustralia5,596
 2,840
 575
 2,022
 11,033
 (444) 10,589
 1,666
Australia5,173
 3,132
 571
 1,507
 10,383
 (453) 9,930
 (659)
France4,976
 5,591
 2,191
 2,811
 15,569
 (5,026) 10,543
 (151)
India7,229
 316
 375
 3,328
 11,248
 (751) 10,497
 1,269
Japan7,399
 631
 923
 1,669
 10,622
 (1,532) 9,090
 (5,921)
South KoreaSouth Korea5,634
 463
 897
 2,456
 9,450
 (280) 9,170
 1,269
SwitzerlandSwitzerland5,494
 2,580
 335
 201
 8,610
 (846) 7,764
 1,967
Hong KongHong Kong6,925
 187
 585
 1,056
 8,753
 (75) 8,678
 1,199
Hong Kong5,287
 442
 321
 1,224
 7,274
 (38) 7,236
 (1,442)
Netherlands5,357
 3,212
 650
 930
 10,149
 (1,682) 8,467
 1,069
South Korea4,934
 544
 635
 2,208
 8,321
 (420) 7,901
 1,795
MexicoMexico3,506
 1,275
 140
 1,444
 6,365
 (129) 6,236
 749
BelgiumBelgium4,684
 1,016
 103
 147
 5,950
 (372) 5,578
 1,613
SingaporeSingapore3,571
 312
 504
 1,953
 6,340
 (77) 6,263
 845
Singapore3,330
 125
 362
 1,770
 5,587
 (70) 5,517
 (746)
Switzerland3,792
 2,810
 274
 184
 7,060
 (1,263) 5,797
 (3,849)
Mexico2,883
 2,446
 226
 385
 5,940
 (453) 5,487
 1,003
SpainSpain3,769
 1,138
 290
 792
 5,989
 (1,339) 4,650
 1,542
United Arab EmiratesUnited Arab Emirates3,371
 135
 138
 55
 3,699
 (50) 3,649
 262
TaiwanTaiwan2,311
 13
 288
 623
 3,235
 
 3,235
 523
ItalyItaly2,791
 1,490
 512
 600
 5,393
 (1,147) 4,246
 159
Italy2,372
 1,065
 491
 597
 4,525
 (1,444) 3,081
 (1,165)
Belgium2,440
 1,184
 82
 511
 4,217
 (252) 3,965
 2,039
United Arab Emirates2,843
 351
 247
 43
 3,484
 (97) 3,387
 644
Spain2,041
 820
 260
 1,232
 4,353
 (1,245) 3,108
 562
Turkey2,761
 83
 66
 82
 2,992
 (3) 2,989
 299
Total top 20 non-U.S. countries exposureTotal top 20 non-U.S. countries exposure$126,558
 $56,453
 $17,548
 $28,441
 $229,000
 $(23,531) $205,469
 $(6,346)Total top 20 non-U.S. countries exposure$165,884
 $57,684
 $18,070
 $28,245
 $269,883
 $(20,558) $249,325
 $44,133
A number of economic conditions and geopolitical events have given rise to risk aversion in certain emerging markets. Our two largest emerging market country exposuresexposure at December 31, 2017 were2018 was China, and Brazil. At December 31, 2017,with net exposure to China was $15.9of $14.6 billion, concentrated in large state-owned companies, subsidiaries of multinational corporations and commercial banks. At December 31, 2017, net exposure to Brazil was $10.7 billion, concentrated in sovereign securities, oil and gas companies and commercial banks.
The outlook for policy direction and therefore economic performance in the EU remains uncertain as a consequence of reduced political cohesion among EU countries. Additionally, we believe that the uncertainty in the U.K.’s ability to negotiate a favorable exit from the EU will further weigh on economic performance. Our largest EU country exposure at December 31, 20172018 was the U.K. with net exposure of $37.6$54.9 billion, concentrateda $17.3 billion increase from December 31, 2017. The increase was driven by corporate loan growth and increased placements with the central bank as part of liquidity management.
Markets have reacted negatively to the escalating tensions between the U.S. and several key trading partners. We are closely
 
in multinational corporationsmonitoring our exposures to tariff-sensitive industries and sovereign clients. For more information, see Executive Summary – 2017 Economic and Business Environment on page 19.our international exposure, particularly to countries that account for a large percentage of U.S. trade.
Table 4644 presents countries where total cross-border exposure exceeded one percent of our total assets. At December 31, 2017,2018, the U.K. and France were the only countries where total cross-border exposure exceeded one percent of our total assets. At December 31, 2017,2018, Germany and China had total cross-border exposure of $21.6$20.4 billion and $19.5 billion representing 0.950.87 percent and 0.83 percent of our total assets. No other countries had total cross-border exposure that exceeded 0.75 percent of our total assets at December 31, 2017.2018.
Cross-border exposure includes the components of Country Risk Exposure as detailed in Table 4543 as well as the notional amount of cash loaned under secured financing agreements. Local exposure, defined as exposure booked in local offices of a respective country with clients in the same country, is excluded.
                    
Table 46Total Cross-border Exposure Exceeding One Percent of Total Assets
Table 44Total Cross-border Exposure Exceeding One Percent of Total Assets
                    
(Dollars in millions)(Dollars in millions)December 31 Public Sector Banks Private Sector Cross-border
Exposure
 Exposure as a
Percent of
Total Assets
(Dollars in millions)December 31 Public Sector Banks Private Sector Cross-border
Exposure
 Exposure as a
Percent of
Total Assets
United KingdomUnited Kingdom2017 $923
 $2,984
 $47,205
 $51,112
 2.24%United Kingdom2018 $1,505
 $3,458
 $46,191
 $51,154
 2.17%
2016 2,975
 4,557
 42,105
 49,637
 2.27
2017 923
 2,984
 47,205
 51,112
 2.24
2015 3,264
 5,104
 38,576
 46,944
 2.19
2016 2,975
 4,557
 42,105
 49,637
 2.27
FranceFrance2017 2,964
 1,521
 27,903
 32,388
 1.42
France2018 633
 2,385
 29,847
 32,865
 1.40
2016 4,956
 1,205
 23,193
 29,354
 1.34
2017 2,964
 1,521
 27,903
 32,388
 1.42
 2015 3,343
 1,766
 17,099
 22,208
 1.04
 2016 4,956
 1,205
 23,193
 29,354
 1.34




71Bank of America 20172018 66




Provision for Credit Losses
The provision for credit losses decreased $201$114 million to $3.4$3.3 billion in 20172018 compared to 2016.2017 primarily due to improvement in the commercial portfolio, partially offset by an increase in the consumer portfolio. The provision for credit losses was $583$481 million lower than net charge-offs for 2017,2018, resulting in a reduction in the allowance for credit losses. This compared to a reduction of $224$583 million in the allowance for credit losses in 2016.2017.
The provision for credit losses for the consumer portfolio increased $159$222 million to $2.7$2.9 billion in 20172018 compared to 2016.2017. The increase was primarily driven by a provision increaseslower pace of $672 millionimprovement in the consumer real estate portfolio, and portfolio seasoning and loan growth in the U.S. credit card portfolio, due to portfolio seasoning and loan growth, largelypartially offset by the impact of the sale of the non-U.S. consumer real estate portfolio due to continued portfolio improvement and increased home prices. Includedcredit card business in the provision is an expense of $76 million related to the PCI loan portfolio for 2017 compared to a benefit of $45 million in 2016.2017.
The provision for credit losses for the commercial portfolio, including unfunded lending commitments, decreased $360$336 million to $669$333 million in 20172018 compared to 20162017. The decrease was primarily driven by reductions in energy exposures, partially offset by a 2017 single-name non-U.S. commercial charge-off.charge-off and improvement in the commercial portfolio.
Allowance for Credit Losses
Allowance for Loan and Lease Losses
The allowance for loan and lease losses is comprised of two components. The first component covers nonperforming commercial loans and TDRs. The second component covers loans and leases on which there are incurred losses that are not yet individually identifiable, as well as incurred losses that may not be represented in the loss forecast models. We evaluate the adequacy of the allowance for loan and lease losses based on the total of these two components, each of which is described in more detail below. The allowance for loan and lease losses excludes LHFSloans held-for-sale (LHFS) and loans accounted for under the fair value option as the fair value reflects a credit risk component.
The first component of the allowance for loan and lease losses covers both nonperforming commercial loans and all TDRs within the consumer and commercial portfolios. These loans are subject to impairment measurement based on the present value of projected future cash flows discounted at the loan’s original effective interest rate, or in certain circumstances, impairment may also be based upon the collateral value or the loan’s observable market price if available. Impairment measurement for the renegotiated consumer credit card, small business credit card and unsecured consumer TDR portfolios is based on the present value of projected cash flows discounted using the average portfolio contractual interest rate, excluding promotionally priced loans, in effect prior to restructuring. For purposes of computing this specific loss component of the allowance, larger impaired loans are evaluated individually and smaller impaired loans are evaluated as a pool using historical experience for the respective product types and risk ratings of the loans.
The second component of the allowance for loan and lease losses covers the remaining consumer and commercial loans and leases that have incurred losses that are not yet individually identifiable. The allowance for consumer (including credit card and other consumer loans) and certain homogeneous commercial loan and lease products is based on aggregated portfolio evaluations, which include both quantitative and qualitative components, generally by product type. Loss forecast models are utilized that consider a variety of factors
including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, economic trends and credit scores. Our consumer real estate loss forecast model estimates
the portion of loans that will default based on individual loan attributes, the most significant of which are refreshed LTV or CLTV, and borrower credit score as well as vintage and geography, all of which are further broken down into current delinquency status. Additionally, we incorporate the delinquency status of underlying first-lien loans on our junior-lien home equity portfolio in our allowance process. Incorporating refreshed LTV and CLTV into our probability of default allows us to factor the impact of changes in home prices into our allowance for loan and lease losses. These loss forecast models are updated on a quarterly basis to incorporate information reflecting the current economic environment. As of December 31, 2017,2018, the loss forecast process resulted in reductions in the allowance related to the residential mortgage and home equity portfolios compared to December 31, 2016.2017.
The allowance for commercial loan and lease losses is established by product type after analyzing historical loss experience, internal risk rating, current economic conditions, industry performance trends, geographic and obligor concentrations within each portfolio and any other pertinent information. The statistical models for commercial loans are generally updated annually and utilize our historical database of actual defaults and other data, including external default data. The loan risk ratings and composition of the commercial portfolios used to calculate the allowance are updated quarterly to incorporate the most recent data reflecting the current economic environment. For risk-rated commercial loans, we estimate the probability of default and the loss given default (LGD) based on our historical experience of defaults and credit losses. Factors considered when assessing the internal risk rating include the value of the underlying collateral, if applicable, the industry in which the obligor operates, the obligor’s liquidity and other financial indicators, and other quantitative and qualitative factors relevant to the obligor’s credit risk. As of December 31, 2017,2018, the allowance decreased for the U.S. commercial and non-U.S. commercial portfolios decreased compared to December 31, 2016.2017.
Also included within the second component of the allowance for loan and lease losses are reserves to cover losses that are incurred but, in our assessment, may not be adequately represented in the historical loss data used in the loss forecast models. For example, factors that we consider include, among others, changes in lending policies and procedures, changes in economic and business conditions, changes in the nature and size of the portfolio, changes in portfolio concentrations, changes in the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements. We also consider factors that are applicable to unique portfolio segments. For example, we consider the risk of uncertainty in our loss forecasting models related to junior-lien home equity loans that are current, but have first-lien loans that we do not service that are 30 days or more past due. In addition, we consider the increased risk of default associated with our interest-only loans that have yet to enter the amortization period. Further, we consider the inherent uncertainty in mathematical models that are built upon historical data.


Bank of America 201772


During 2017,2018, the factors that impacted the allowance for loan and lease losses included improvementsimprovement in the credit quality of the consumer real estate portfolios driven by continuing improvements in the U.S. economy and strong labor markets, proactive credit risk management initiatives and the impact of high credit quality originations. Evidencing the improvements in the U.S. economy and strong labor markets are downwardlow levels of unemployment trends and increases in home prices. In addition to these improvements, in the consumer portfolio, nonperforming consumer loans decreased $838 million$1.3 billion in 20172018 as returns to performing status, charge-offs,loan sales, paydowns and loan salescharge-offs continued to outpace new nonaccrual loans. During 2017,2018, the allowance for loan and lease losses in the commercial portfolio reflected decreased energy reserves primarily driven by reductionsimprovement in energy exposures including utilized reservable criticized utilized exposures.

67Bank of America 2018






We monitor differences between estimated and actual incurred loan and lease losses. This monitoring process includes periodic assessments by senior management of loan and lease portfolios and the models used to estimate incurred losses in those portfolios.
The allowance for loan and lease losses for the consumer portfolio, as presented in Table 48,45, was $5.4$4.8 billion at December 31, 2017,2018, a decrease of $839$581 million from December 31, 2016.2017. The decrease was primarily in the consumer real estate portfolio, and the non-U.S. card portfolio which was sold in 2017, partially offset by an increase in the U.S. credit card portfolio. The reduction in the allowance for the consumer real estate portfolio was due to improved home prices, lower nonperforming loans and a decrease in loan balances in our non-core portfolio. The increase in the allowance for the U.S. credit card portfolio was driven by portfolio seasoning and loan growth.
The allowance for loan and lease losses for the commercial portfolio, as presented in Table 48,45, was $5.0$4.8 billion at December 31, 2017,2018, a decrease of $248$211 million from December 31, 20162017 primarily driven by decreasedimprovement in energy reserves due to reductions in the higher risk energy sub-sectors.exposures. Commercial utilized reservable criticized utilized exposure decreased to $13.6$11.1 billion at December 31, 20172018 from $16.3$13.6 billion (to 2.652.08 percent from 3.352.65 percent of total commercial reservable utilized reservable exposure) at December 31, 2016, largely due to paydowns and net upgrades in2017, driven by broad-based improvements including the energy portfolio.sector. Nonperforming commercial loans decreased to $1.3
$1.1 billion at December 31, 20172018 from $1.7$1.3 billion (to 0.22 percent from 0.27 percentfrom0.38 percent of outstanding commercial loans excluding loans accounted for under the fair value option)
at December 31, 2016 with the decrease primarily in the energy and metal and mining sectors.2017. See Tables 34, 35 and 36 for more details on key commercial credit statistics.
The allowance for loan and lease losses as a percentage of total loans and leases outstanding was 1.02 percent at December 31, 2018 compared to 1.12 percent at December 31, 2017 compared to 1.26 percent at December 31, 2016. The decrease in the ratio was primarily due to improved credit quality in the consumer real estate portfolio driven by improved economic conditions. The December 31, 2017 and 2016 ratios above include the PCI loan portfolio. Excluding the PCI loan portfolio, the allowance for loan and lease losses as a percentage of total loans and leases outstanding was 1.10 percent and 1.24 percent at December 31, 2017 and 2016.2017.
Reserve for Unfunded Lending Commitments
In addition to the allowance for loan and lease losses, we also estimate probable losses related to unfunded lending commitments such as letters of credit, financial guarantees, unfunded bankers’ acceptances and binding loan commitments, excluding commitments accounted for under the fair value option. Unfunded lending commitments are subject to the same assessment as funded loans, including estimates of probability of default and LGD. Due to the nature of unfunded commitments, the estimate of probable losses must also consider utilization. To estimate the portion of these undrawn commitments that is likely to be drawn by a borrower at the time of estimated default, analyses of our historical experience are applied to the unfunded commitments to estimate the funded exposure at default (EAD). The expected loss for unfunded lending commitments is the product of the probability of default, the LGD and the EAD, adjusted for any qualitative factors including economic uncertainty and inherent imprecision in models.
The reserve for unfunded lending commitments was $797 million at December 31, 2018 compared to $777 million at December 31, 2017 compared to $762 million at December 31, 2016.2017.


73Bank of America 2017



Table 47 presents a rollforward of the allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, for 2017 and 2016.
     
Table 47Allowance for Credit Losses   
     
(Dollars in millions)2017 2016
Allowance for loan and lease losses, January 1$11,237
 $12,234
Loans and leases charged off   
Residential mortgage(188) (403)
Home equity(582) (752)
U.S. credit card(2,968) (2,691)
Non-U.S. credit card (1)
(103) (238)
Direct/Indirect consumer(487) (392)
Other consumer(216) (232)
Total consumer charge-offs(4,544) (4,708)
U.S. commercial (2)
(589) (567)
Non-U.S. commercial(446) (133)
Commercial real estate(24) (10)
Commercial lease financing(16) (30)
Total commercial charge-offs(1,075) (740)
Total loans and leases charged off(5,619) (5,448)
Recoveries of loans and leases previously charged off   
Residential mortgage288
 272
Home equity369
 347
U.S. credit card455
 422
Non-U.S. credit card (1)
28
 63
Direct/Indirect consumer276
 258
Other consumer50
 27
Total consumer recoveries1,466
 1,389
U.S. commercial (3)
142
 175
Non-U.S. commercial6
 13
Commercial real estate15
 41
Commercial lease financing11
 9
Total commercial recoveries174
 238
Total recoveries of loans and leases previously charged off1,640
 1,627
Net charge-offs(3,979) (3,821)
Write-offs of PCI loans(207) (340)
Provision for loan and lease losses3,381
 3,581
Other (4)
(39) (174)
Total allowance for loan and lease losses, December 3110,393
 11,480
Less: Allowance included in assets of business held for sale (5)

 (243)
Allowance for loan and lease losses, December 3110,393
 11,237
Reserve for unfunded lending commitments, January 1762
 646
Provision for unfunded lending commitments15
 16
Other (4)

 100
Reserve for unfunded lending commitments, December 31777
 762
Allowance for credit losses, December 31$11,170
 $11,999
             
Table 45Allocation of the Allowance for Credit Losses by Product Type    
         
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2018 December 31, 2017
Allowance for loan and lease losses 
  
  
  
  
  
Residential mortgage$422
 4.40% 0.20% $701
 6.74% 0.34%
Home equity506
 5.27
 1.05
 1,019
 9.80
 1.76
U.S. credit card3,597
 37.47
 3.66
 3,368
 32.41
 3.50
Direct/Indirect consumer248
 2.58
 0.27
 264
 2.54
 0.27
Other consumer29
 0.30
 n/m
 31
 0.30
 n/m
Total consumer4,802
 50.02
 1.08
 5,383
 51.79
 1.18
U.S. commercial (2)
3,010
 31.35
 0.96
 3,113
 29.95
 1.04
Non-U.S. commercial677
 7.05
 0.69
 803
 7.73
 0.82
Commercial real estate958
 9.98
 1.57
 935
 9.00
 1.60
Commercial lease financing154
 1.60
 0.68
 159
 1.53
 0.72
Total commercial4,799
 49.98
 0.97
 5,010
 48.21
 1.05
Allowance for loan and lease losses (3)
9,601
 100.00% 1.02
 10,393
 100.00% 1.12
Reserve for unfunded lending commitments797
     777
    
Allowance for credit losses$10,398
     $11,170
    
(1) 
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.
(2)
Includes U.S. small business commercial charge-offs of $258 million and $253 million in 2017 and 2016.
(3)
Includes U.S. small business commercial recoveries of $43 million and $45 million in 2017 and 2016.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held-for-sale and certain other reclassifications.
(5)
Represents allowance related to the non-U.S. credit card loan portfolio, which was sold in 2017.

Bank of America 201774


     
Table 47Allowance for Credit Losses (continued)   
     
(Dollars in millions)2017 2016
Loan and allowance ratios (6):
   
Loans and leases outstanding at December 31 (7)
$931,039
 $908,812
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.12% 1.26%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.18
 1.36
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (9)
1.05
 1.16
Average loans and leases outstanding (7)
$911,988
 $892,255
Net charge-offs as a percentage of average loans and leases outstanding (7, 10)
0.44% 0.43%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (7)
0.46
 0.47
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7, 11)
161
 149
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (10)
2.61
 3.00
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.48
 2.76
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (12)
$3,971
 $3,951
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (7, 12)
99% 98%
Loan and allowance ratios excluding PCI loans and the related valuation allowance (6, 13):
   
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.10% 1.24%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.15
 1.31
Net charge-offs as a percentage of average loans and leases outstanding (7)
0.44
 0.44
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7, 11)
156
 144
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs2.54
 2.89
(6)
Loan and allowance ratios for 2016 include $243 million of non-U.S. credit card allowance for loan and lease losses and $9.2 billion of ending non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. See footnote 1 for more information.
(7)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $5.7 billion and $7.1 billion at December 31, 2017 and 2016. Average loans accounted for under the fair value option were $6.7 billion and $8.2 billion in 2017 and 2016.
(8)
Excludes consumer loans accounted for under the fair value option of $928 million and $1.1 billion at December 31, 2017 and 2016.
(9)
Excludes commercial loans accounted for under the fair value option of $4.8 billion and $6.0 billion at December 31, 2017 and 2016.
(10)
Net charge-offs exclude $207 million and $340 million of write-offs in the PCI loan portfolio in 2017 and 2016. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 60.
(11)
For more information on our definition of nonperforming loans, see page 62 and page 67.
(12)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking, PCI loans and the non-U.S. credit portfolio in All Other.
(13)
For more information on the PCI loan portfolio and the valuation allowance for PCI loans, see Note 4 – Outstanding Loans and Leases and Note 5 – Allowance for Credit Lossesto the Consolidated Financial Statements.


75Bank of America 2017



For reporting purposes, we allocate the allowance for credit losses across products as presented in Table 48.
             
Table 48Allocation of the Allowance for Credit Losses by Product Type    
         
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2017 December 31, 2016
Allowance for loan and lease losses 
  
  
  
  
  
Residential mortgage$701
 6.74% 0.34% $1,012
 8.82% 0.53%
Home equity1,019
 9.80
 1.76
 1,738
 15.14
 2.62
U.S. credit card3,368
 32.41
 3.50
 2,934
 25.56
 3.18
Non-U.S. credit card
 
 
 243
 2.12
 2.64
Direct/Indirect consumer262
 2.52
 0.28
 244
 2.13
 0.26
Other consumer33
 0.32
 1.22
 51
 0.44
 2.01
Total consumer5,383
 51.79
 1.18
 6,222
 54.21
 1.36
U.S. commercial (2)
3,113
 29.95
 1.04
 3,326
 28.97
 1.17
Non-U.S. commercial803
 7.73
 0.82
 874
 7.61
 0.98
Commercial real estate935
 9.00
 1.60
 920
 8.01
 1.60
Commercial lease financing159
 1.53
 0.72
 138
 1.20
 0.62
Total commercial5,010
 48.21
 1.05
 5,258
 45.79
 1.16
Total allowance for loan and lease losses (3)
10,393
 100.00% 1.12
 11,480
 100.00% 1.26
Less: Allowance included in assets of business held for sale (4)

     (243)    
Allowance for loan and lease losses10,393
     11,237
    
Reserve for unfunded lending commitments777
     762
    
Allowance for credit losses$11,170
     $11,999
    
(1)
Ratios are calculated as allowance for loan and lease losses as a percentage of loans and leases outstanding excluding loans accounted for under the fair value option. Consumer loans accounted for under the fair value option includedinclude residential mortgage loans of $336 million and $567 million and $710 million and home equity loans of $346 million and $361 million and $341 million at December 31, 20172018 and 20162017. Commercial loans accounted for under the fair value option includedinclude U.S. commercial loans of $2.5 billion and $2.6 billion and $2.9 billion and non-U.S. commercial loans of $1.1 billion and $2.2 billion and $3.1 billion at December 31, 20172018 and 20162017.
(2) 
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million and $439 million and $416 million at December 31, 20172018 and 20162017.
(3) 
Includes $91 million and $289 million and $419 million of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 20172018 and 20162017.
n/m = not meaningful

(4)Bank of America 2018 68
Represents


Table 46 presents a rollforward of the allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, for 2018 and 2017.
     
Table 46Allowance for Credit Losses   
     
(Dollars in millions)2018 2017
Allowance for loan and lease losses, January 1$10,393
 $11,237
Loans and leases charged off   
Residential mortgage(207) (188)
Home equity(483) (582)
U.S. credit card(3,345) (2,968)
Non-U.S. credit card (1)

 (103)
Direct/Indirect consumer(495) (491)
Other consumer(197) (212)
Total consumer charge-offs(4,727) (4,544)
U.S. commercial (2)
(575) (589)
Non-U.S. commercial(82) (446)
Commercial real estate(10) (24)
Commercial lease financing(8) (16)
Total commercial charge-offs(675) (1,075)
Total loans and leases charged off(5,402) (5,619)
Recoveries of loans and leases previously charged off   
Residential mortgage179
 288
Home equity485
 369
U.S. credit card508
 455
Non-U.S. credit card (1)

 28
Direct/Indirect consumer300
 277
Other consumer15
 49
Total consumer recoveries1,487
 1,466
U.S. commercial (3)
120
 142
Non-U.S. commercial14
 6
Commercial real estate9
 15
Commercial lease financing9
 11
Total commercial recoveries152
 174
Total recoveries of loans and leases previously charged off1,639
 1,640
Net charge-offs(3,763) (3,979)
Write-offs of PCI loans(273) (207)
Provision for loan and lease losses3,262
 3,381
Other (4)
(18) (39)
Allowance for loan and lease losses, December 319,601
 10,393
Reserve for unfunded lending commitments, January 1777
 762
Provision for unfunded lending commitments20
 15
Reserve for unfunded lending commitments, December 31797
 777
Allowance for credit losses, December 31$10,398
 $11,170
     
Loan and allowance ratios:   
Loans and leases outstanding at December 31 (5)
$942,546
 $931,039
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (5)
1.02% 1.12%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (6)
1.08
 1.18
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (7)
0.97
 1.05
Average loans and leases outstanding (5)
$927,531
 $911,988
Net charge-offs as a percentage of average loans and leases outstanding (5, 8)
0.41% 0.44%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (5)
0.44
 0.46
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (5)
194
 161
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (8)
2.55
 2.61
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (9)
$4,031
 $3,971
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (5, 9)
113% 99%
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was includedsold in assets2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million and $258 million in 2018 and 2017.
(3)
Includes U.S. small business commercial recoveries of $47 million and $43 million in 2018 and 2017.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale onand certain other reclassifications.
(5)
Outstanding loan and lease balances and ratios do not include loans accounted for under the Consolidated Balance Sheetfair value option of $4.3 billion and $5.7 billion at December 31, 2016. In2018 and 2017. Average loans accounted for under the Corporation sold its non-U.S.fair value option were $5.5 billion and $6.7 billion in 2018 and 2017.
(6)
Excludes consumer loans accounted for under the fair value option of $682 million and $928 million at December 31, 2018 and 2017.
(7)
Excludes commercial loans accounted for under the fair value option of $3.7 billion and $4.8 billion at December 31, 2018 and 2017.
(8)
Net charge-offs exclude $273 million and $207 million of write-offs in the PCI loan portfolio in 2018 and 2017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(9)
Primarily includes amounts allocated to U.S. credit card business.and unsecured consumer lending portfolios in Consumer Banking and PCI loans in All Other.

69Bank of America 2018






Market Risk Management
Market risk is the risk that changes in market conditions may adversely impact the value of assets or liabilities, or otherwise negatively impact earnings. This risk is inherent in the financial instruments associated with our operations, primarily within our Global Markets segment. We are also exposed to these risks in other areas of the Corporation (e.g., our ALM activities). In the event of market stress, these risks could have a material impact on our results. For more information, see Interest Rate Risk Management for the Banking Book on page 81.74.
Our traditional banking loan and deposit products are non-trading positions and are generally reported at amortized cost for assets or the amount owed for liabilities (historical cost). However, these positions are still subject to changes in economic value based on varying market conditions, with one of the primary risks being changes in the levels of interest rates. The risk of adverse changes in the economic value of our non-trading positions arising from changes in interest rates is managed through our ALM activities. We have elected to account for certain assets and liabilities under the fair value option.
Our trading positions are reported at fair value with changes reflected in income. Trading positions are subject to various changes in market-based risk factors. The majority of this risk is generated by our activities in the interest rate, foreign exchange, credit, equity and commodities markets. In addition, the values of assets and liabilities could change due to market liquidity, correlations across markets and expectations of market volatility. We seek to manage these risk exposures by using a variety of techniques that encompass a broad range of financial instruments. The key risk management techniques are discussed in more detail in the Trading Risk Management section.
Global Risk Management is responsible for providing senior management with a clear and comprehensive understanding of the trading risks to which we are exposed. These responsibilities
include ownership of market risk policy, developing and maintaining quantitative risk models, calculating aggregated risk measures, establishing and monitoring position limits consistent with risk appetite, conducting daily reviews and analysis of trading inventory, approving material risk exposures and fulfilling regulatory requirements. Market risks that impact businesses outside of Global Markets are monitored and governed by their respective governance functions.
Quantitative risk models, such as VaR, are an essential component in evaluating the market risks within a portfolio. The Enterprise Model Risk Committee (EMRC), a subcommittee of the MRC, is responsible for providing management oversight and approval of model risk management and governance. The EMRC defines model risk standards, consistent with our risk framework and risk appetite, prevailing regulatory guidance and industry best practice. Models must meet certain validation criteria, including effective challenge of the model development process and a sufficient demonstration of developmental evidence incorporating a comparison of alternative theories and approaches. The EMRC oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation. In addition, the relevant stakeholders must agree on any required actions or restrictions to the models and maintain a stringent monitoring process for continued compliance.
Interest Rate Risk
Interest rate risk represents exposures to instruments whose values vary with the level or volatility of interest rates. These instruments include, but are not limited to, loans, debt securities,
certain trading-related assets and liabilities, deposits, borrowings and derivatives. Hedging instruments used to mitigate these risks include derivatives such as options, futures, forwards and swaps.

Bank of America 201776


Foreign Exchange Risk
Foreign exchange risk represents exposures to changes in the values of current holdings and future cash flows denominated in currencies other than the U.S. dollar. The types of instruments exposed to this risk include investments in non-U.S. subsidiaries, foreign currency-denominated loans and securities, future cash flows in foreign currencies arising from foreign exchange transactions, foreign currency-denominated debt and various foreign exchange derivatives whose values fluctuate with changes in the level or volatility of currency exchange rates or non-U.S. interest rates. Hedging instruments used to mitigate this risk include foreign exchange options, currency swaps, futures, forwards, and foreign currency-denominated debt and deposits.
Mortgage Risk
Mortgage risk represents exposures to changes in the values of mortgage-related instruments. The values of these instruments are sensitive to prepayment rates, mortgage rates, agency debt ratings, default, market liquidity, government participation and interest rate volatility. Our exposure to these instruments takes several forms. First,For example, we trade and engage in market-making activities in a variety of mortgage securities including whole loans, pass-through certificates, commercial mortgages and collateralized mortgage obligations including collateralized debt obligations using mortgages as underlying collateral. Second,In addition, we originate a variety of MBS, which involves the accumulation of mortgage-related loans in anticipation of eventual securitization. Third,securitization, and we may hold positions in mortgage securities and residential mortgage loans as part of the ALM portfolio. Fourth, we createWe also record MSRs as part of our mortgage origination activities. For more information on MSRs, see Note 1 – Summary of Significant Accounting Principles and Note 20 – Fair Value Measurements to the Consolidated Financial Statements. Hedging instruments used to mitigate this risk include derivatives such as options, swaps, futures and forwards as well as securities including MBS and U.S. Treasury securities. For more information, see Mortgage Banking Risk Management on page 83.76.
Equity Market Risk
Equity market risk represents exposures to securities that represent an ownership interest in a corporation in the form of domestic and foreign common stock or other equity-linked instruments. Instruments that would lead to this exposure include, but are not limited to, the following: common stock, exchange-traded funds, American Depositary Receipts, convertible bonds, listed equity options (puts and calls), OTC equity options, equity total return swaps, equity index futures and other equity derivative products. Hedging instruments used to mitigate this risk include options, futures, swaps, convertible bonds and cash positions.
Commodity Risk
Commodity risk represents exposures to instruments traded in the petroleum, natural gas, power and metals markets. These instruments consist primarily of futures, forwards, swaps and options. Hedging instruments used to mitigate this risk include options, futures and swaps in the same or similar commodity product, as well as cash positions.
Issuer Credit Risk
Issuer credit risk represents exposures to changes in the creditworthiness of individual issuers or groups of issuers. Our portfolio is exposed to issuer credit risk where the value of an asset may be adversely impacted by changes in the levels of credit
spreads, by credit migration or by defaults. Hedging instruments

Bank of America 2018 70


used to mitigate this risk include bonds, CDS and other credit fixed-income instruments.
Market Liquidity Risk
Market liquidity risk represents the risk that the level of expected market activity changes dramatically and, in certain cases, may even cease. This exposes us to the risk that we will not be able to transact business and execute trades in an orderly manner which may impact our results. This impact could be further exacerbated if expected hedging or pricing correlations are compromised by disproportionate demand or lack of demand for certain instruments. We utilize various risk mitigating techniques as discussed in more detail in Trading Risk Management.
Trading Risk Management
To evaluate risk in our trading activities, we focus on the actual and potential volatility of revenues generated by individual positions as well as portfolios of positions. Various techniques and procedures are utilized to enable the most complete understanding of these risks. Quantitative measures of market risk are evaluated on a daily basis from a single position to the portfolio of the Corporation. These measures include sensitivities of positions to various market risk factors, such as the potential impact on revenue from a one basis point change in interest rates, and statistical measures utilizing both actual and hypothetical market moves, such as VaR and stress testing. Periods of extreme market stress influence the reliability of these techniques to varying degrees. Qualitative evaluations of market risk utilize the suite of quantitative risk measures while understanding each of their respective limitations. Additionally, risk managers independently evaluate the risk of the portfolios under the current market environment and potential future environments.
VaR is a common statistic used to measure market risk as it allows the aggregation of market risk factors, including the effects of portfolio diversification. A VaR model simulates the value of a portfolio under a range of scenarios in order to generate a distribution of potential gains and losses. VaR represents the loss a portfolio is not expected to exceed more than a certain number of times per period, based on a specified holding period, confidence level and window of historical data. We use one VaR model consistently across the trading portfolios and it uses a historical simulation approach based on a three-year window of historical data. Our primary VaR statistic is equivalent to a 99 percent confidence level. This means that for a VaR with a one-day holding period, there should not be losses in excess of VaR, on average, 99 out of 100 trading days.
Within any VaR model, there are significant and numerous assumptions that will differ from company to company. The accuracy of a VaR model depends on the availability and quality of historical data for each of the risk factors in the portfolio. A VaR model may require additional modeling assumptions for new products that do not have the necessary historical market data or for less liquid positions for which accurate daily prices are not consistently available. For positions with insufficient historical data for the VaR calculation, the process for establishing an appropriate proxy is based on fundamental and statistical analysis of the new product or less liquid position. This analysis identifies reasonable alternatives that replicate both the expected volatility and correlation to other market risk factors that the missing data would be expected to experience.


77Bank of America 2017



VaR may not be indicative of realized revenue volatility as changes in market conditions or in the composition of the portfolio can have a material impact on the results. In particular, the historical data used for the VaR calculation might indicate higher
or lower levels of portfolio diversification than will be experienced. In order for the VaR model to reflect current market conditions, we update the historical data underlying our VaR model on a weekly basis, or more frequently during periods of market stress, and regularly review the assumptions underlying the model. A minor portion of risks related to our trading positions is not included in VaR. These risks are reviewed as part of our ICAAP.ICAAP. For more information regarding ICAAP,, see Capital Management on page 45.43.
Global Risk Management continually reviews, evaluates and enhances our VaR model so that it reflects the material risks in our trading portfolio. Changes to the VaR model are reviewed and approved prior to implementation and any material changes are reported to management through the appropriate management committees.
Trading limits on quantitative risk measures, including VaR, are independently set by Global Markets Risk Management and reviewed on a regular basis so that trading limits remain relevant and within our overall risk appetite for market risks. Trading limits are reviewed in the context of market liquidity, volatility and strategic business priorities. Trading limits are set at both a granular level to allow for extensive coverage of risks as well as at aggregated portfolios to account for correlations among risk factors. All trading limits are approved at least annually. Approved trading limits are stored and tracked in a centralized limits management system. Trading limit excesses are communicated to management for review. Certain quantitative market risk measures and corresponding limits have been identified as critical in the Corporation’s Risk Appetite Statement. These risk appetite limits are reported on a daily basis and are approved at least annually by the ERC and the Board.
In periods of market stress, Global Markets senior leadership communicates daily to discuss losses, key risk positions and any limit excesses. As a result of this process, the businesses may selectively reduce risk.
Table 4947 presents the total market-based trading portfolio VaR which is the combination of the total covered positions (and less liquid trading positions) portfolio and the impact from less liquid trading exposures.fair value option portfolio. Covered positions are defined by regulatory standards as trading assets and liabilities, both on- and off-balance sheet, that meet a defined set of specifications. These specifications identify the most liquid trading positions which are intended to be held for a short-term horizon and where we are able to hedge the material risk elements in a two-way market. Positions in less liquid markets, or where there are restrictions on the ability to trade the positions, typically do not qualify as covered positions. Foreign exchange and commodity positions are always considered covered positions, except for structural foreign currency positions that are excluded with prior regulatory approval. In addition, Table 4947 presents our fair value option portfolio, which includes substantially all of the funded and unfunded exposures for which we elect the fair value option, and their corresponding hedges. The fair value option portfolio combined with the total market-based trading portfolio VaR represents our total market-based portfolio VaR. Additionally, market risk VaR for trading activities as presented in Table 4947 differs from VaR used for regulatory capital calculations due to the holding period being used. The holding period for VaR used for regulatory capital calculations is 10 days, while for the market risk VaR presented below, it is one day. Both measures utilize the same process and methodology.
The total market-based portfolio VaR results in Table 4947 include market risk to which we are exposed from all business segments, excluding CVAcredit valuation adjustment (CVA), DVA and DVA.related hedges. The majority of this portfolio is within the Global Markets segment.

71Bank of America 2018






Table 4947 presents year-end, average, high and low daily trading VaR for 20172018 and 20162017 using a 99 percent confidence level. The amounts disclosed in Table 47 and Table 48 align to the view of covered positions used in the Basel 3 capital calculations. Foreign exchange and commodity positions are always considered covered positions, regardless of trading or banking treatment for the trade,
except for structural foreign currency positions that are excluded with prior regulatory approval.
The average total covered positions and less liquid trading positions portfolio VaR decreased during 2018 primarily due to a decrease in credit risk along with an increase in portfolio diversification.
                                
Table 49Market Risk VaR for Trading Activities       
Table 47Market Risk VaR for Trading Activities       
                  
2017 2016 2018 2017
(Dollars in millions)(Dollars in millions)Year End Average 
High (1)
 
Low (1)
 Year End Average 
High (1)
 
Low (1)
(Dollars in millions)Year End Average 
High (1)
 
Low (1)
 Year End Average 
High (1)
 
Low (1)
Foreign exchangeForeign exchange$7
 $11
 $25
 $3
 $8
 $9
 $16
 $5
Foreign exchange$9
 $8
 $15
 $2
 $7
 $11
 $25
 $3
Interest rateInterest rate22
 21
 41
 11
 11
 19
 30
 10
Interest rate36
 25
 45
 15
 22
 21
 41
 11
CreditCredit29
 26
 33
 21
 25
 30
 37
 25
Credit26
 25
 31
 20
 29
 26
 33
 21
EquityEquity19
 18
 33
 12
 19
 18
 30
 11
Equity20
 20
 40
 11
 19
 18
 33
 12
Commodity5
 5
 9
 3
 4
 6
 12
 3
CommoditiesCommodities13
 8
 15
 3
 5
 5
 9
 3
Portfolio diversificationPortfolio diversification(49) (47) 
 
 (39) (46) 
 
Portfolio diversification(59) (55) 
 
 (49) (47) 
 
Total covered positions trading portfolio33
 34
 53
 23
 28
 36
 50
 24
Total covered positions portfolioTotal covered positions portfolio45
 31
 45
 20
 33
 34
 53
 23
Impact from less liquid exposuresImpact from less liquid exposures5
 6
 
 
 6
 5
 
 
Impact from less liquid exposures5
 3
 
 
 5
 6
 
 
Total market-based trading portfolio38
 40
 63
 26
 34
 41
 58
 28
Total covered positions and less liquid trading positions portfolioTotal covered positions and less liquid trading positions portfolio50
 34
 51
 23
 38
 40
 63
 26
Fair value option loansFair value option loans9
 10
 14
 7
 14
 23
 40
 12
Fair value option loans8
 11
 18
 8
 9
 10
 14
 7
Fair value option hedgesFair value option hedges7
 7
 11
 4
 6
 11
 22
 5
Fair value option hedges5
 9
 17
 4
 7
 7
 11
 4
Fair value option portfolio diversificationFair value option portfolio diversification(7) (8) 
 
 (10) (21) 
 
Fair value option portfolio diversification(7) (11) 
 
 (7) (8) 
 
Total fair value option portfolioTotal fair value option portfolio9
 9
 11
 6
 10
 13
 20
 8
Total fair value option portfolio6
 9
 16
 5
 9
 9
 11
 6
Portfolio diversificationPortfolio diversification(4) (4) 
 
 (4) (6) 
 
Portfolio diversification(3) (5) 
 
 (4) (4) 
 
Total market-based portfolioTotal market-based portfolio$43
 $45
 69
 29
 $40
 $48
 70
 32
Total market-based portfolio$53
 $38
 57
 26
 $43
 $45
 69
 29
(1) 
The high and low for each portfolio may have occurred on different trading days than the high and low for the components. Therefore the impact from less liquid exposures and the amount of portfolio diversification, which is the difference between the total portfolio and the sum of the individual components, is not relevant.

The graph below presents the daily covered positions and less liquid trading positions portfolio VaR for 2018, corresponding to the data in Table 47.
varcharta04.jpg

  
Bank of America 2017782018 72


The graph below presents the daily total market-based trading portfolio VaR for 2017, corresponding to the data in Table 49.

Additional VaR statistics produced within our single VaR model are provided in Table 5048 at the same level of detail as in Table 49.47. Evaluating VaR with additional statistics allows for an increased understanding of the risks in the portfolio as the historical market data used in the VaR calculation does not necessarily follow a predefined statistical distribution. Table 5048 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 20172018 and 2016.2017.
                
Table 50Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
Table 48Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
                
 2017 2016 2018 2017
(Dollars in millions)(Dollars in millions) 99 percent 95 percent 99 percent 95 percent(Dollars in millions) 99 percent 95 percent 99 percent 95 percent
Foreign exchangeForeign exchange $11
 $6
 $9
 $5
Foreign exchange $8
 $5
 $11
 $6
Interest rateInterest rate 21
 14
 19
 12
Interest rate 25
 16
 21
 14
CreditCredit 26
 15
 30
 18
Credit 25
 15
 26
 15
EquityEquity 18
 10
 18
 11
Equity 20
 11
 18
 10
Commodity 5
 3
 6
 3
CommoditiesCommodities 8
 4
 5
 3
Portfolio diversificationPortfolio diversification (47) (30) (46) (30)Portfolio diversification (55) (33) (47) (30)
Total covered positions trading portfolio 34
 18
 36
 19
Total covered positions portfolioTotal covered positions portfolio 31
 18
 34
 18
Impact from less liquid exposuresImpact from less liquid exposures 6
 2
 5
 3
Impact from less liquid exposures 3
 1
 6
 2
Total market-based trading portfolio 40
 20
 41
 22
Total covered positions and less liquid trading positions portfolioTotal covered positions and less liquid trading positions portfolio 34
 19
 40
 20
Fair value option loansFair value option loans 10
 6
 23
 13
Fair value option loans 11
 6
 10
 6
Fair value option hedgesFair value option hedges 7
 5
 11
 8
Fair value option hedges 9
 6
 7
 5
Fair value option portfolio diversificationFair value option portfolio diversification (8) (6) (21) (13)Fair value option portfolio diversification (11) (7) (8) (6)
Total fair value option portfolioTotal fair value option portfolio 9
 5
 13
 8
Total fair value option portfolio 9
 5
 9
 5
Portfolio diversificationPortfolio diversification (4) (3) (6) (4)Portfolio diversification (5) (3) (4) (3)
Total market-based portfolioTotal market-based portfolio $45
 $22
 $48
 $26
Total market-based portfolio $38
 $21
 $45
 $22
Backtesting
The accuracy of the VaR methodology is evaluated by backtesting, which compares the daily VaR results, utilizing a one-day holding period, against a comparable subset of trading revenue. A backtesting excess occurs when a trading loss exceeds the VaR for the corresponding day. These excesses are evaluated to understand the positions and market moves that produced the trading loss andwith a goal to assess whetherensure that the VaR methodology accurately represents those losses. We expect the frequency of trading losses in excess of VaR to be in line with the confidence level of the VaR statistic being tested. For example, with a 99 percent confidence level, we expect one trading loss in excess of VaR every 100 days or between two to three trading losses in excess of VaR over the course of a year. The number of backtesting excesses observed can differ from the statistically expected number of excesses if the current level of market volatility is materially different than the level of market volatility that existed during the three years of historical data used in the VaR calculation.
The trading revenue used for backtesting is defined by regulatory agencies in order to most closely align with the VaR component of the regulatory capital calculation. This revenue differs from total trading-related revenue in that it excludes revenue from trading activities that either do not generate market risk or the market risk cannot be included in VaR. Some examples of the types of revenue excluded for backtesting are fees, commissions, reserves, net interest income and intraday trading revenues.
We conduct daily backtesting on our portfolios, ranging from the total market-based portfolio to individual trading areas. Additionally, we conduct daily backtesting on the VaR results used for regulatory capital calculations as well as the VaR results for key legal entities, regions and risk factors. These results are reported to senior market risk management. Senior management regularly reviews and evaluates the results of these tests.
During 2017,2018, there were nothree days in which there was a backtesting excess for our total market-basedcovered portfolio VaR, utilizing a one-day holding period.


79Bank of America 2017



Total Trading-related Revenue
Total trading-related revenue, excluding brokerage fees, and CVA, DVA and funding valuation adjustment gains (losses), represents the total amount earned from trading positions, including market-based net interest income, which are taken in a diverse range of financial instruments and markets. Trading account assets and liabilities are reported at fair value. For more information on fair value, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements. Trading-related revenue can be volatile and is largely driven by general market conditions and customer demand. Also, trading-related revenue is dependent on the volume and type of transactions, the level of risk assumed, and the volatility of price and rate movements at any given time within the
ever-changing market environment. Significant daily revenue by business is monitored and the primary drivers of these are reviewed.
The following histogram is a graphic depiction of trading volatility and illustrates the daily level of trading-related revenue for 2018 and 2017. During 2018, positive trading-related revenue was recorded for 98 percent of the trading days, of which 79 percent were daily trading gains of over $25 million. This compares to 2017 and 2016. During 2017,where positive trading-related revenue was recorded for 100 percent of the trading days, of which 77 percent were daily trading gains of over $25 million. This compares to 2016 where positive trading-related revenue was recorded for 99 percent of the trading days, of which 84 percent were daily trading gains of over $25 million and the largest loss was $24 million.
var4q22.jpg

73Bank of America 2018






Trading Portfolio Stress Testing
Because the very nature of a VaR model suggests results can exceed our estimates and it is dependent on a limited historical window, we also stress test our portfolio using scenario analysis. This analysis estimates the change in the value of our trading portfolio that may result from abnormal market movements.
A set of scenarios, categorized as either historical or hypothetical, are computed daily for the overall trading portfolio and individual businesses. These scenarios include shocks to underlying market risk factors that may be well beyond the shocks found in the historical data used to calculate VaR. Historical scenarios simulate the impact of the market moves that occurred during a period of extended historical market stress. Generally, a multi-week period representing the most severe point during a crisis is selected for each historical scenario. Hypothetical scenarios provide estimated portfolio impacts from potential
future market stress events. Scenarios are reviewed and updated in response to changing positions and new economic or political information. In addition, new or ad hoc scenarios are developed to address specific potential market events or particular vulnerabilities in the portfolio. The stress tests are reviewed on a regular basis and the results are presented to senior management.
Stress testing for the trading portfolio is integrated with enterprise-wide stress testing and incorporated into the limits framework. The macroeconomic scenarios used for enterprise-wide stress testing purposes differ from the typical trading portfolio scenarios in that they have a longer time horizon and the results are forecasted over multiple periods for use in consolidated capital and liquidity planning. For more information, see Managing Risk on page 41.40.


Bank of America 201780


Interest Rate Risk Management for the Banking Book
The following discussion presents net interest income for banking book activities.
Interest rate risk represents the most significant market risk exposure to our banking book balance sheet. Interest rate risk is measured as the potential change in net interest income caused
by movements in market interest rates. Client-facing activities, primarily lending and deposit-taking, create interest rate sensitive positions on our balance sheet.
We prepare forward-looking forecasts of net interest income. The baseline forecast takes into consideration expected future business growth, ALM positioning and the direction of interest rate movements as implied by the market-based forward curve. We then measure and evaluate the impact that alternative interest rate scenarios have on the baseline forecast in order to assess interest rate sensitivity under varied conditions. The net interest income forecast is frequently updated for changing assumptions and differing outlooks based on economic trends, market conditions and business strategies. Thus, we continually monitor our balance sheet position in order to maintain an acceptable level of exposure to interest rate changes.
The interest rate scenarios that we analyze incorporate balance sheet assumptions such as loan and deposit growth and pricing, changes in funding mix, product repricing, maturity characteristics and investment securities premium amortization. Our overall goal is to manage interest rate risk so that movements in interest rates do not significantly adversely affect earnings and capital.
Table 5149 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 20172018 and 2016.2017.
       
Table 49Forward Rates
       
  December 31, 2018
  
Federal
Funds
 
Three-month
LIBOR
 
10-Year
Swap
Spot rates2.50% 2.81% 2.71%
12-month forward rates2.50
 2.64
 2.75
       
  December 31, 2017
Spot rates1.50% 1.69% 2.40%
12-month forward rates2.00
 2.14
 2.48
       
Table 51Forward Rates
       
  December 31, 2017
  
Federal
Funds
 
Three-month
LIBOR
 
10-Year
Swap
Spot rates1.50% 1.69% 2.40%
12-month forward rates2.00
 2.14
 2.48
       
  December 31, 2016
Spot rates0.75% 1.00% 2.34%
12-month forward rates1.25
 1.51
 2.49
Table 5250 shows the pre-tax dollarpretax impact to forecasted net interest income over the next 12 months from December 31, 20172018 and 2016,2017, resulting from instantaneous parallel and non-parallel shocks to the market-based forward curve. Periodically we evaluate the scenarios presented so that they are meaningful in the context of the current rate environment.
During 2017,2018, the asset sensitivity of our balance sheet to rising rates was largely unchanged.declined primarily due to increases in long-end rates. We continue to be asset sensitive to a parallel move in interest rates with the majority of that benefitimpact coming from the short end of the yield curve. Additionally, higher interest rates impact the fair value of debt securities and, accordingly, for debt securities classified as available for sale (AFS),AFS, may adversely affect accumulated OCI and thus capital levels under the Basel 3 capital rules. Under instantaneous upward parallel shifts, the near-term adverse impact to Basel 3 capital is reduced over time by offsetting positive impacts to net interest income. For more information on Basel 3, see Capital Management – Regulatory Capital on page 45.44.
                
Table 52Estimated Banking Book Net Interest Income Sensitivity
Table 50Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
        
 
Short
Rate (bps)
 
Long
Rate (bps)
    
          December 31
(Dollars in millions)(Dollars in millions)
Short
Rate (bps)
 
Long
Rate (bps)
 December 31(Dollars in millions) 2018 2017
Curve Change  2017 2016
Parallel ShiftsParallel Shifts       Parallel Shifts       
+100 bps
instantaneous shift
+100 bps
instantaneous shift
+100 +100 $3,317
 $3,370
+100 bps
instantaneous shift
+100 +100 $2,651
 $3,317
-50 bps
instantaneous shift
-50
 -50
 (2,273) (2,900)
-100 bps
instantaneous shift
-100 bps
instantaneous shift
-100
 -100
 (4,109) (5,183)
FlattenersFlatteners 
  
    
Flatteners 
  
    
Short-end
instantaneous change
Short-end
instantaneous change
+100 
 2,182
 2,473
Short-end
instantaneous change
+100 
 1,977
 2,182
Long-end
instantaneous change
Long-end
instantaneous change

 -50
 (1,246) (961)
Long-end
instantaneous change

 -100
 (1,616) (2,765)
SteepenersSteepeners 
  
    Steepeners 
  
    
Short-end
instantaneous change
Short-end
instantaneous change
-50
 
 (1,021) (1,918)
Short-end
instantaneous change
-100
 
 (2,478) (2,394)
Long-end
instantaneous change
Long-end
instantaneous change

 +100 1,135
 928
Long-end
instantaneous change

 +100 673
 1,135
The sensitivity analysis in Table 5250 assumes that we take no action in response to these rate shocks and does not assume any change in other macroeconomic variables normally correlated with changes in interest rates. As part of our ALM activities, we use securities, certain residential mortgages, and interest rate and foreign exchange derivatives in managing interest rate sensitivity.
The behavior of our deposit portfolio in the baseline forecast and in alternate interest rate scenarios is a key assumption in our projected estimates of net interest income. The sensitivity analysis in Table 5250 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher-yielding higher yielding

Bank of America 2018 74


deposits or market-based funding would reduce our benefit in those scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
Interest rate and foreign exchange derivative contracts are utilized in our ALM activities and serve as an efficient tool to manage our interest rate and foreign exchange risk. We use derivatives to hedge the variability in cash flows or changes in fair value on our balance sheet due to interest rate and foreign exchange components. For more information on our hedging activities, see Note 23 – Derivativesto the Consolidated Financial Statements.Statements.
Our interest rate contracts are generally non-leveraged generic interest rate and foreign exchange basis swaps, options, futures and forwards. In addition, we use foreign exchange contracts, including cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options to mitigate the foreign exchange risk associated with foreign currency-denominated assets and liabilities.
Changes to the composition of our derivatives portfolio during 20172018 reflect actions taken for interest rate and foreign exchange rate risk management. The decisions to reposition our derivatives portfolio are based on the current assessment of economic and financial conditions including the interest rate and foreign currency environments, balance sheet composition and trends, and the relative mix of our cash and derivative positions.


81Bank of America 2017



Table 53 presents derivatives utilized in our ALM activities including those designated as accounting and economic hedging instruments and shows the notional amount, fair value, weighted-average receive-fixed and pay-fixed rates, expected maturity and average estimated durations of our open ALM derivatives at December 31, 2017 and 2016. These amounts do not include derivative hedges on our MSRs.
                   
Table 53Asset and Liability Management Interest Rate and Foreign Exchange Contracts
       
    December 31, 2017  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)
Fair
Value
 Total 2018 2019 2020 2021 2022 Thereafter 
Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,330
  
  
  
  
  
  
  
 5.38
Notional amount 
 $176,390
 $21,850
 $27,176
 $16,347
 $6,498
 $19,120
 $85,399
  
Weighted-average fixed-rate 
 2.42% 3.20% 1.87% 1.88% 2.99% 2.10% 2.52%  
Pay-fixed interest rate swaps (1)
(37)  
  
  
  
  
  
  
 5.63
Notional amount 
 $45,873
 $11,555
 $1,210
 $4,344
 $1,616
 $
 $27,148
  
Weighted-average fixed-rate 
 2.15% 1.73% 2.07% 2.16% 2.22% % 2.32%  
Same-currency basis swaps (2)
(17)  
  
  
  
  
  
  
  
Notional amount 
 $38,622
 $11,028
 $6,789
 $1,180
 $2,807
 $955
 $15,863
  
Foreign exchange basis swaps (1, 3, 4)
(1,616)  
  
  
  
  
  
  
  
Notional amount 
 107,263
 24,886
 11,922
 13,367
 9,301
 6,860
 40,927
  
Option products (5)
13
  
  
  
  
  
  
  
  
Notional amount (6)
 
 1,218
 1,201
 
 
 
 
 17
  
Foreign exchange contracts (1, 4, 7)
1,424
  
  
  
  
  
  
  
  
Notional amount (6)
  (11,783) (28,689) 2,231
 (24) 2,471
 2,919
 9,309
  
Net ALM contracts$2,097
  
  
  
  
  
  
  
  
       
    December 31, 2016  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)
Fair
Value
 Total 2017 2018 2019 2020 2021 Thereafter 
Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$4,055
  
  
  
  
  
  
  
 4.81
Notional amount 
 $118,603
 $21,453
 $25,788
 $10,283
 $7,515
 $5,307
 $48,257
  
Weighted-average fixed-rate 
 2.83% 3.64% 2.81% 2.31% 2.07% 3.18% 2.67%  
Pay-fixed interest rate swaps (1)
159
  
  
  
  
  
  
  
 2.77
Notional amount 
 $22,400
 $1,527
 $9,168
 $2,072
 $7,975
 $213
 $1,445
  
Weighted-average fixed-rate 
 1.37% 1.84% 1.47% 0.97% 1.08% 1.00% 2.45%  
Same-currency basis swaps (2)
(26)  
  
  
  
  
  
  
  
Notional amount 
 $59,274
 $20,775
 $11,027
 $6,784
 $1,180
 $2,799
 $16,709
  
Foreign exchange basis swaps (1, 3, 4)
(4,233)  
  
  
  
  
  
  
  
Notional amount 
 125,522
 26,509
 22,724
 12,178
 12,150
 8,365
 43,596
  
Option products (5)
5
  
  
  
  
  
  
  
  
Notional amount (6)
 
 1,687
 1,673
 
 
 
 
 14
  
Foreign exchange contracts (1, 4, 7)
3,180
  
  
  
  
  
  
  
  
Notional amount (6)
 
 (20,285) (30,199) 197
 1,961
 (8) 881
 6,883
  
Futures and forward rate contracts19
  
  
  
  
  
  
  
  
Notional amount (6)
 
 37,896
 37,896
 
 
 
 
 
  
Net ALM contracts$3,159
  
  
  
  
  
  
  
  
(1)
Does not include basis adjustments on either fixed-rate debt issued by the Corporation or AFS debt securities, which are hedged using derivatives designated as fair value hedging instruments, that substantially offset the fair values of these derivatives.
(2)
At December 31, 2017 and 2016, the notional amount of same-currency basis swaps included $38.6 billion and $59.3 billion in both foreign currency and U.S. dollar-denominated basis swaps in which both sides of the swap are in the same currency.
(3)
Foreign exchange basis swaps consisted of cross-currency variable interest rate swaps used separately or in conjunction with receive-fixed interest rate swaps.
(4)
Does not include foreign currency translation adjustments on certain non-U.S. debt issued by the Corporation that substantially offset the fair values of these derivatives.
(5)
The notional amount of option products of $1.2 billion and $1.7 billion at December 31, 2017 and 2016 was substantially all in foreign exchange options.
(6)
Reflects the net of long and short positions. Amounts shown as negative reflect a net short position.
(7)
The notional amount of foreign exchange contracts of $(11.8) billion at December 31, 2017 was comprised of $29.1 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(35.6) billion in net foreign currency forward rate contracts, $(6.2) billion in foreign currency-denominated pay-fixed swaps and $940 million in net foreign currency futures contracts. Foreign exchange contracts of $(20.3) billion at December 31, 2016 were comprised of $21.5 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(38.5) billion in net foreign currency forward rate contracts, $(4.6) billion in foreign currency-denominated pay-fixed swaps and $1.3 billion in foreign currency futures contracts.

Bank of America 201782


We use interest rate derivative instruments to hedge the variability in the cash flows of our assets and liabilities and other forecasted transactions (collectively referred to as cash flow
hedges). The net losses on both open and terminated cash flow hedge derivative instruments recorded in accumulated OCI were $1.3 billion, and $1.4 billion, on a pre-taxpretax basis, at both December 31, 20172018 and 2016.2017. These net losses are expected to be reclassified into earnings in the same period as the hedged cash flows affect earnings and will decrease income or increase expense on the respective hedged cash flows. Assuming no change in open cash flow derivative hedge positions and no changes in prices or interest rates beyond what is implied in forward yield curves at December 31, 2017,2018, the pre-taxpretax net losses are expected to be reclassified into earnings as follows: $208 million, or 1625 percent within the next year, 56 percent in years two through five and 1811 percent in years six through 10, with the remaining 10eight percent thereafter. For more information on derivatives designated as cash flow hedges, see Note 23 – Derivativesto the Consolidated Financial Statements.
We hedge our net investment in non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward foreign exchange contracts that typically settle in less than 180 days, cross-currency basis swaps and foreign exchange options. We recorded net after-tax losses on derivatives in accumulated OCI associated with net investment hedges which were offset by gains on our net investments in consolidated non-U.S. entities at December 31, 2018.
Table 51 presents derivatives utilized in our ALM activities and shows the notional amount, fair value, weighted-average receive-fixed and pay-fixed rates, expected maturity and average estimated durations of our open ALM derivatives at December 31, 2018 and 2017. These amounts do not include derivative hedges on our MSRs.
                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts
       
    December 31, 2018  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2019 2020 2021 2022 2023 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,128
  
  
  
  
  
  
  
 5.17
Notional amount 
 $198,914
 $27,176
 $16,347
 $14,640
 $19,866
 $36,215
 $84,670
  
Weighted-average fixed-rate  2.66% 1.87% 2.68% 3.17% 2.56% 2.37% 2.97%  
Pay-fixed interest rate swaps (1)
295
  
  
  
  
  
  
  
 6.30
Notional amount 
 $49,275
 $1,210
 $4,344
 $1,616
 $
 $10,801
 $31,304
  
Weighted-average fixed-rate  2.50% 2.07% 2.16% 2.22% % 2.59% 2.55%  
Same-currency basis swaps (2)
21
  
  
  
  
  
  
  
  
Notional amount 
 $101,203
 $7,628
 $15,097
 $15,493
 $2,586
 $2,017
 $58,382
  
Foreign exchange basis swaps (1, 3, 4)
(1,716)  
              
Notional amount 
 106,742
 13,946
 21,448
 19,241
 10,239
 6,260
 35,608
  
Option products2
  
              
Notional amount 
 587
 572
 
 
 
 15
 
  
Foreign exchange contracts (1, 4, 5)
82
  
              
Notional amount (6)
  (8,447) (27,823) 13
 4,196
 2,741
 2,448
 9,978
  
Net ALM contracts$812
  
  
  
  
  
  
  
  
For footnotes, see page 76.


75Bank of America 2018






                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts (continued)
       
    December 31, 2017  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2018 2019 2020 2021 2022 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,330
  
  
  
  
  
  
  
 5.38
Notional amount 
 $176,390
 $21,850
 $27,176
 $16,347
 $6,498
 $19,120
 $85,399
  
Weighted-average fixed-rate 
 2.42% 3.20% 1.87% 1.88% 2.99% 2.10% 2.52%  
Pay-fixed interest rate swaps (1)
(37)  
  
  
  
  
  
  
 5.63
Notional amount 
 $45,873
 $11,555
 $1,210
 $4,344
 $1,616
 $
 $27,148
  
Weighted-average fixed-rate 
 2.15% 1.73% 2.07% 2.16% 2.22% % 2.32%  
Same-currency basis swaps (2)
(17)  
  
  
  
  
  
  
  
Notional amount 
 $38,622
 $11,028
 $6,789
 $1,180
 $2,807
 $955
 $15,863
  
Foreign exchange basis swaps (1, 3, 4)
(1,616)  
  
  
  
  
  
  
  
Notional amount 
 107,263
 24,886
 11,922
 13,367
 9,301
 6,860
 40,927
  
Option products13
  
  
  
  
  
  
  
  
Notional amount 
 1,218
 1,201
 
 
 
 
 17
  
Foreign exchange contracts (1, 4, 5)
1,424
  
  
  
  
  
  
  
  
Notional amount (6)
 
 (11,783) (28,689) 2,231
 (24) 2,471
 2,919
 9,309
  
Net ALM contracts$2,097
  
  
  
  
  
  
  
  
(1)
Does not include basis adjustments on either fixed-rate debt issued by the Corporation or AFS debt securities, which are hedged using derivatives designated as fair value hedging instruments, that substantially offset the fair values of these derivatives.
(2)
At December 31, 2018 and 2017, the notional amount of same-currency basis swaps included $101.2 billion and $38.6 billion in both foreign currency and U.S. dollar-denominated basis swaps in which both sides of the swap are in the same currency.
(3)
Foreign exchange basis swaps consisted of cross-currency variable interest rate swaps used separately or in conjunction with receive-fixed interest rate swaps.
(4)
Does not include foreign currency translation adjustments on certain non-U.S. debt issued by the Corporation that substantially offset the fair values of these derivatives.
(5)
The notional amount of foreign exchange contracts of $(8.4) billion at December 31, 2018 was comprised of $25.2 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(32.7) billion in net foreign currency forward rate contracts, $(1.8) billion in foreign currency-denominated pay-fixed swaps and $814 million in net foreign currency futures contracts. Foreign exchange contracts of $(11.8) billion at December 31, 2017 were comprised of $29.1 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(35.6) billion in net foreign currency forward rate contracts, $(6.2) billion in foreign currency-denominated pay-fixed swaps and $940 million in foreign currency futures contracts.
(6)
Reflects the net of long and short positions. Amounts shown as negative reflect a net short position.
Mortgage Banking Risk ManagementAllowance for Credit Losses
Allowance for Loan and Lease Losses
The allowance for loan and lease losses is comprised of two components. The first component covers nonperforming commercial loans and TDRs. The second component covers loans and leases on which there are incurred losses that are not yet individually identifiable, as well as incurred losses that may not be represented in the loss forecast models. We originate, fundevaluate the adequacy of the allowance for loan and service mortgagelease losses based on the total of these two components, each of which is described in more detail below. The allowance for loan and lease losses excludes loans held-for-sale (LHFS) and loans accounted for under the fair value option as the fair value reflects a credit risk component.
The first component of the allowance for loan and lease losses covers both nonperforming commercial loans and all TDRs within the consumer and commercial portfolios. These loans are subject to impairment measurement based on the present value of projected future cash flows discounted at the loan’s original effective interest rate, or in certain circumstances, impairment may also be based upon the collateral value or the loan’s observable market price if available. Impairment measurement for the renegotiated consumer credit card, small business credit card and unsecured consumer TDR portfolios is based on the present value of projected cash flows discounted using the average portfolio contractual interest rate, excluding promotionally priced loans, in effect prior to restructuring. For purposes of computing this specific loss component of the allowance, larger impaired loans are evaluated individually and smaller impaired loans are evaluated as a pool using historical experience for the respective product types and risk ratings of the loans.
The second component of the allowance for loan and lease losses covers the remaining consumer and commercial loans and leases that have incurred losses that are not yet individually identifiable. The allowance for consumer (including credit card and other consumer loans) and certain homogeneous commercial loan and lease products is based on aggregated portfolio evaluations, which subjectinclude both quantitative and qualitative components, generally by product type. Loss forecast models are utilized that consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, economic trends and credit scores. Our consumer real estate loss forecast model estimates
the portion of loans that will default based on individual loan attributes, the most significant of which are refreshed LTV or CLTV, and borrower credit score as well as vintage and geography, all of which are further broken down into current delinquency status. Additionally, we incorporate the delinquency status of underlying first-lien loans on our junior-lien home equity portfolio in our allowance process. Incorporating refreshed LTV and CLTV into our probability of default allows us to credit, liquidityfactor the impact of changes in home prices into our allowance for loan and interest rate risks, among others. We determine whetherlease losses. These loss forecast models are updated on a quarterly basis to incorporate information reflecting the current economic environment. As of December 31, 2018, the loss forecast process resulted in reductions in the allowance related to the residential mortgage and home equity portfolios compared to December 31, 2017.
The allowance for commercial loan and lease losses is established by product type after analyzing historical loss experience, internal risk rating, current economic conditions, industry performance trends, geographic and obligor concentrations within each portfolio and any other pertinent information. The statistical models for commercial loans will be held for investment or held for sale at the timeare generally updated annually and utilize our historical database of commitmentactual defaults and manage creditother data, including external default data. The loan risk ratings and liquidity risks by selling or securitizing a portioncomposition of the commercial portfolios used to calculate the allowance are updated quarterly to incorporate the most recent data reflecting the current economic environment. For risk-rated commercial loans, we originate.
Interest rate risk and market risk can be substantial inestimate the mortgage business. Changes in interest rates and other market factors impact the volumeprobability of mortgage originations. Changes in interest rates also impact the value of IRLCsdefault and the related residential first mortgage LHFS betweenloss given default (LGD) based on our historical experience of defaults and credit losses. Factors considered when assessing the date of the IRLC and the date the loans are sold to the secondary market. An increase in mortgage interest rates typically leads to a decrease in the value of these instruments. Conversely,internal risk rating include the value of the MSRs will increase driven by lower prepayment expectations when there is an increaseunderlying collateral, if applicable, the industry in interest rates. Becausewhich the interest rate risks of these two hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contractsobligor operates, the obligor’s liquidity and securities.
During 2017other financial indicators, and 2016, we recorded gains in mortgage banking income of $118 millionother quantitative and $366 million relatedqualitative factors relevant to the change in fair valueobligor’s credit risk. As of December 31, 2018, the allowance for the U.S. commercial and non-U.S. commercial portfolios decreased compared to December 31, 2017.
Also included within the second component of the MSRs, IRLCsallowance for loan and LHFS, net of gains andlease losses on the hedge portfolio. For more information on MSRs, see Note 20 – Fair Value Measurementsare reserves to the Consolidated Financial Statements and for more information on mortgage banking income, see Consumer Banking on page 31.
Compliance Risk Management
Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to the reputation of the Corporation arising from the failure of the Corporation to comply with the requirements of applicable laws, rules, regulations and related self-regulatory organizations’ standards and codes of conduct (collectively, applicable laws, rules and regulations). Global Compliance independently assesses compliance risk, and evaluates FLUs and control functions for adherence to applicable
laws, rules and regulations, including identifying compliance issues and risks, performing monitoring and developing tests tocover losses that are incurred but, in our assessment, may not be conducted by the Enterprise Independent Testing unit, and reporting on the state of compliance activities across the Corporation. Enterprise Independent Testing, an independent testing function within IRM, works with Global Compliance, the FLUs and control functionsadequately represented in the identification of testing needs and test design, and is accountable for test execution, reporting and analysis of results. Additionally, Global Compliance works with FLUs and control functions so that day-to-day activities operate in a compliant manner. 
The Corporation’s approach to the management of compliance risk is described in the Global Compliance - Enterprise Policy, which outlines the requirements of the Corporation’s global compliance program, and defines roles and responsibilities of FLUs, IRM and Corporate Audit, the three lines of defense in managing compliance risk. The requirements work together to drive a comprehensive risk-based approach for the proactive identification, management and escalation of compliance risks throughout the Corporation. For more information on FLUs and control functions, see Managing Risk on page 41.
The Global Compliance - Enterprise Policy also sets the requirements for reporting compliance risk information to executive management as well as the Board or appropriate Board-level committees in support of Global Compliance’s responsibility for conducting independent oversight of the Corporation’s compliance risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC.
Operational Risk Management
Operational risk is the risk ofhistorical loss resulting from inadequate or failed internal processes, people and systems or from external events. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. Effects may extend beyond financial losses and may result in reputational risk impacts. Operational risk includes legal risk. Additionally, operational risk is a component in the calculation of total risk-weighted assetsdata used in the Basel 3 capital calculation.loss forecast models. For more information on Basel 3 calculations, see Capital Management on page 45.
The Corporation’s approach to Operational Risk Management is outlinedexample, factors that we consider include, among others, changes in lending policies and procedures, changes in economic and business conditions, changes in the Operational Risk - Enterprise Policy,nature and supporting standards which establishsize of the requirementsportfolio, changes in portfolio concentrations, changes in the volume and accountabilitiesseverity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements. Further, we consider the inherent uncertainty in mathematical models that are built upon historical data.
During 2018, the factors that impacted the allowance for managing operational risk through a comprehensive setloan and lease losses included improvement in the credit quality of integrated practices implementedthe consumer real estate portfolios driven by continuing improvements in the Corporation so that our business processes are designedU.S. economy and executed effectively. The Operational Risk - Enterprise Policy is the basis for the operationalstrong labor markets, proactive credit risk management program.
The operational risk management program describesinitiatives and the processesimpact of high credit quality originations. Evidencing the improvements in the U.S. economy and strong labor markets are low levels of unemployment and increases in home prices. In addition to these improvements, in the consumer portfolio, nonperforming consumer loans decreased $1.3 billion in 2018 as returns to performing status, loan sales, paydowns and charge-offs continued to outpace new nonaccrual loans. During 2018, the allowance for identifying, measuring, monitoring, controllingloan and reporting operational risk information to executive management, as well aslease losses in the Board or Appropriate Board-Level committees. Under the operational risk management program, FLUs and control functions are responsible for identifying, escalating and debating risk associated with their business activities. The operational risk management teams independently monitor and assess processes and controls, and develop tests to be conductedcommercial portfolio reflected decreased energy reserves primarily driven by the Enterprise Independent Testing unit to validate that processes are operating as intended. The requirements work together to drive a comprehensive risk-based approach for the proactive identification, management and escalation of operational risks throughout the Corporation.improvement in energy exposures including reservable criticized utilized exposures.



8367Bank of America 20172018

  







We monitor differences between estimated and actual incurred loan and lease losses. This monitoring process includes periodic assessments by senior management of loan and lease portfolios and the models used to estimate incurred losses in those portfolios.
The MRC overseesallowance for loan and lease losses for the Corporation’s policiesconsumer portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $581 million from December 31, 2017. The decrease was primarily in the consumer real estate portfolio, partially offset by an increase in the U.S. credit card portfolio. The reduction in the allowance for the consumer real estate portfolio was due to improved home prices, lower nonperforming loans and processesa decrease in loan balances in our non-core portfolio. The increase in the allowance for operational risk managementthe U.S. credit card portfolio was driven by portfolio seasoning and servesloan growth.
The allowance for loan and lease losses for the commercial portfolio, as an escalation pointpresented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $211 million from December 31, 2017 primarily driven by improvement in energy exposures. Commercial reservable criticized utilized exposure decreased to $11.1 billion at December 31, 2018 from $13.6 billion (to 2.08 percent from 2.65 percent of total commercial reservable utilized exposure) at December 31, 2017, driven by broad-based improvements including the energy sector. Nonperforming commercial loans decreased to $1.1 billion at December 31, 2018 from $1.3 billion (to 0.22 percent from 0.27 percent of outstanding commercial loans excluding loans accounted for critical operational risk matters withunder the Corporation. fair value option)
at December 31, 2017. See Tables 34, 35 and 36 for more details on key commercial credit statistics.
The MRC reports operational risk activitiesallowance for loan and lease losses as a percentage of total loans and leases outstanding was 1.02 percent at December 31, 2018 compared to 1.12 percent at December 31, 2017.
Reserve for Unfunded Lending Commitments
In addition to the ERCallowance for loan and lease losses, we also estimate probable losses related to unfunded lending commitments such as letters of credit, financial guarantees, unfunded bankers’ acceptances and binding loan commitments, excluding commitments accounted for under the fair value option. Unfunded lending commitments are subject to the same assessment as funded loans, including estimates of probability of default and LGD. Due to the nature of unfunded commitments, the estimate of probable losses must also consider utilization. To estimate the portion of these undrawn commitments that is likely to be drawn by a borrower at the time of estimated default, analyses of our historical experience are applied to the unfunded commitments to estimate the funded exposure at default (EAD). The expected loss for unfunded lending commitments is the product of the Board.probability of default, the LGD and the EAD, adjusted for any qualitative factors including economic uncertainty and inherent imprecision in models.
The reserve for unfunded lending commitments was $797 million at December 31, 2018 compared to $777 million at December 31, 2017.
             
Table 45Allocation of the Allowance for Credit Losses by Product Type    
         
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2018 December 31, 2017
Allowance for loan and lease losses 
  
  
  
  
  
Residential mortgage$422
 4.40% 0.20% $701
 6.74% 0.34%
Home equity506
 5.27
 1.05
 1,019
 9.80
 1.76
U.S. credit card3,597
 37.47
 3.66
 3,368
 32.41
 3.50
Direct/Indirect consumer248
 2.58
 0.27
 264
 2.54
 0.27
Other consumer29
 0.30
 n/m
 31
 0.30
 n/m
Total consumer4,802
 50.02
 1.08
 5,383
 51.79
 1.18
U.S. commercial (2)
3,010
 31.35
 0.96
 3,113
 29.95
 1.04
Non-U.S. commercial677
 7.05
 0.69
 803
 7.73
 0.82
Commercial real estate958
 9.98
 1.57
 935
 9.00
 1.60
Commercial lease financing154
 1.60
 0.68
 159
 1.53
 0.72
Total commercial4,799
 49.98
 0.97
 5,010
 48.21
 1.05
Allowance for loan and lease losses (3)
9,601
 100.00% 1.02
 10,393
 100.00% 1.12
Reserve for unfunded lending commitments797
     777
    
Allowance for credit losses$10,398
     $11,170
    
(1)
Ratios are calculated as allowance for loan and lease losses as a percentage of loans and leases outstanding excluding loans accounted for under the fair value option. Consumer loans accounted for under the fair value option include residential mortgage loans of $336 million and $567 million and home equity loans of $346 million and $361 million at December 31, 2018 and 2017. Commercial loans accounted for under the fair value option include U.S. commercial loans of $2.5 billion and $2.6 billion and non-U.S. commercial loans of $1.1 billion and $2.2 billion at December 31, 2018 and 2017.
(2)
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million and $439 million at December 31, 2018 and 2017.
(3)
Includes $91 million and $289 million of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 2018 and 2017.
n/m = not meaningful

Bank of America 2018 68


Table 46 presents a rollforward of the allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, for 2018 and 2017.
     
Table 46Allowance for Credit Losses   
     
(Dollars in millions)2018 2017
Allowance for loan and lease losses, January 1$10,393
 $11,237
Loans and leases charged off   
Residential mortgage(207) (188)
Home equity(483) (582)
U.S. credit card(3,345) (2,968)
Non-U.S. credit card (1)

 (103)
Direct/Indirect consumer(495) (491)
Other consumer(197) (212)
Total consumer charge-offs(4,727) (4,544)
U.S. commercial (2)
(575) (589)
Non-U.S. commercial(82) (446)
Commercial real estate(10) (24)
Commercial lease financing(8) (16)
Total commercial charge-offs(675) (1,075)
Total loans and leases charged off(5,402) (5,619)
Recoveries of loans and leases previously charged off   
Residential mortgage179
 288
Home equity485
 369
U.S. credit card508
 455
Non-U.S. credit card (1)

 28
Direct/Indirect consumer300
 277
Other consumer15
 49
Total consumer recoveries1,487
 1,466
U.S. commercial (3)
120
 142
Non-U.S. commercial14
 6
Commercial real estate9
 15
Commercial lease financing9
 11
Total commercial recoveries152
 174
Total recoveries of loans and leases previously charged off1,639
 1,640
Net charge-offs(3,763) (3,979)
Write-offs of PCI loans(273) (207)
Provision for loan and lease losses3,262
 3,381
Other (4)
(18) (39)
Allowance for loan and lease losses, December 319,601
 10,393
Reserve for unfunded lending commitments, January 1777
 762
Provision for unfunded lending commitments20
 15
Reserve for unfunded lending commitments, December 31797
 777
Allowance for credit losses, December 31$10,398
 $11,170
     
Loan and allowance ratios:   
Loans and leases outstanding at December 31 (5)
$942,546
 $931,039
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (5)
1.02% 1.12%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (6)
1.08
 1.18
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (7)
0.97
 1.05
Average loans and leases outstanding (5)
$927,531
 $911,988
Net charge-offs as a percentage of average loans and leases outstanding (5, 8)
0.41% 0.44%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (5)
0.44
 0.46
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (5)
194
 161
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (8)
2.55
 2.61
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (9)
$4,031
 $3,971
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (5, 9)
113% 99%
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold in 2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million and $258 million in 2018 and 2017.
(3)
Includes U.S. small business commercial recoveries of $47 million and $43 million in 2018 and 2017.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale and certain other reclassifications.
(5)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion and $5.7 billion at December 31, 2018 and 2017. Average loans accounted for under the fair value option were $5.5 billion and $6.7 billion in 2018 and 2017.
(6)
Excludes consumer loans accounted for under the fair value option of $682 million and $928 million at December 31, 2018 and 2017.
(7)
Excludes commercial loans accounted for under the fair value option of $3.7 billion and $4.8 billion at December 31, 2018 and 2017.
(8)
Net charge-offs exclude $273 million and $207 million of write-offs in the PCI loan portfolio in 2018 and 2017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(9)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking and PCI loans in All Other.

69Bank of America 2018





Reputational
Market Risk Management
ReputationalMarket risk is the risk that negative perceptions of the Corporation’s conduct or business practiceschanges in market conditions may adversely impact its profitabilitythe value of assets or operations. Reputationalliabilities, or otherwise negatively impact earnings. This risk may result from manyis inherent in the financial instruments associated with our operations, primarily within our Global Markets segment. We are also exposed to these risks in other areas of the Corporation’s activities, including those relatedCorporation (e.g., our ALM activities). In the event of market stress, these risks could have a material impact on our results. For more information, see Interest Rate Risk Management for the Banking Book on page 74.
Our traditional banking loan and deposit products are non-trading positions and are generally reported at amortized cost for assets or the amount owed for liabilities (historical cost). However, these positions are still subject to changes in economic value based on varying market conditions, with one of the managementprimary risks being changes in the levels of interest rates. The risk of adverse changes in the economic value of our strategic, operational, compliancenon-trading positions arising from changes in interest rates is managed through our ALM activities. We have elected to account for certain assets and liabilities under the fair value option.
Our trading positions are reported at fair value with changes reflected in income. Trading positions are subject to various changes in market-based risk factors. The majority of this risk is generated by our activities in the interest rate, foreign exchange, credit, risks.
The Corporation manages reputational risk through established policiesequity and controls in its businesses and risk management processes to mitigate reputational risks in a timely manner and through proactive monitoring and identification of potential reputational risk events. The Corporation has processes and procedures in place to respond to events that give rise to reputational risk, including educating individuals and organizations that influence public opinion, implementing external communication strategies to mitigate the risk, and informing key stakeholders of potential reputational risks.
The Corporation’s organization and governance structure provides oversight of reputational risks, and reputational risk reporting is provided regularly and directly to management and the ERC, which provides primary oversight of reputational risk.commodities markets. In addition, each FLU has a committee, which includes representatives from Compliance, Legal and Risk, that is responsible for the oversight of reputational risk. Such committees’ oversight includes providing approval for business activities that present elevated levels of reputational risks.
Complex Accounting Estimates
Our significant accounting principles, as described in Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements, are essential in understanding the MD&A. Many of our significant accounting principles require complex judgments to estimate the values of assets and liabilities.liabilities could change due to market liquidity, correlations across markets and expectations of market volatility. We have procedures and processesseek to manage these risk exposures by using a variety of techniques that encompass a broad range of financial instruments. The key risk management techniques are discussed in place to facilitate making these judgments.
The more judgmental estimates are summarizeddetail in the following discussion. We have identifiedTrading Risk Management section.
Global Risk Management is responsible for providing senior management with a clear and described the developmentcomprehensive understanding of the variables most importanttrading risks to which we are exposed. These responsibilities include ownership of market risk policy, developing and maintaining quantitative risk models, calculating aggregated risk measures, establishing and monitoring position limits consistent with risk appetite, conducting daily reviews and analysis of trading inventory, approving material risk exposures and fulfilling regulatory requirements. Market risks that impact businesses outside of Global Markets are monitored and governed by their respective governance functions.
Quantitative risk models, such as VaR, are an essential component in evaluating the market risks within a portfolio. The Enterprise Model Risk Committee (EMRC), a subcommittee of the MRC, is responsible for providing management oversight and approval of model risk management and governance. The EMRC defines model risk standards, consistent with our risk framework and risk appetite, prevailing regulatory guidance and industry best practice. Models must meet certain validation criteria, including effective challenge of the model development process and a sufficient demonstration of developmental evidence incorporating a comparison of alternative theories and approaches. The EMRC oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the estimation processesmodel validation process across the Corporation. In addition, the relevant stakeholders must agree on any required actions or restrictions to the models and maintain a stringent monitoring process for continued compliance.
Interest Rate Risk
Interest rate risk represents exposures to instruments whose values vary with the level or volatility of interest rates. These instruments include, but are not limited to, loans, debt securities,
certain trading-related assets and liabilities, deposits, borrowings and derivatives. Hedging instruments used to mitigate these risks include derivatives such as options, futures, forwards and swaps.
Foreign Exchange Risk
Foreign exchange risk represents exposures to changes in the values of current holdings and future cash flows denominated in currencies other than the U.S. dollar. The types of instruments exposed to this risk include investments in non-U.S. subsidiaries, foreign currency-denominated loans and securities, future cash flows in foreign currencies arising from foreign exchange transactions, foreign currency-denominated debt and various foreign exchange derivatives whose values fluctuate with changes in the level or volatility of currency exchange rates or non-U.S. interest rates. Hedging instruments used to mitigate this risk include foreign exchange options, currency swaps, futures, forwards, and foreign currency-denominated debt and deposits.
Mortgage Risk
Mortgage risk represents exposures to changes in the values of mortgage-related instruments. The values of these instruments are sensitive to prepayment rates, mortgage rates, agency debt ratings, default, market liquidity, government participation and interest rate volatility. Our exposure to these instruments takes several forms. For example, we trade and engage in market-making activities in a variety of mortgage securities including whole loans, pass-through certificates, commercial mortgages and collateralized mortgage obligations including collateralized debt obligations using mortgages as underlying collateral. In addition, we originate a variety of MBS, which involves the accumulation of mortgage-related loans in anticipation of eventual securitization, and we may hold positions in mortgage securities and residential mortgage loans as part of the ALM portfolio. We also record MSRs as part of our mortgage origination activities. Hedging instruments used to mitigate this risk include derivatives such as options, swaps, futures and forwards as well as securities including MBS and U.S. Treasury securities. For more information, see Mortgage Banking Risk Management on page 76.
Equity Market Risk
Equity market risk represents exposures to securities that involve mathematical modelsrepresent an ownership interest in a corporation in the form of domestic and foreign common stock or other equity-linked instruments. Instruments that would lead to derivethis exposure include, but are not limited to, the estimates. In manyfollowing: common stock, exchange-traded funds, American Depositary Receipts, convertible bonds, listed equity options (puts and calls), OTC equity options, equity total return swaps, equity index futures and other equity derivative products. Hedging instruments used to mitigate this risk include options, futures, swaps, convertible bonds and cash positions.
Commodity Risk
Commodity risk represents exposures to instruments traded in the petroleum, natural gas, power and metals markets. These instruments consist primarily of futures, forwards, swaps and options. Hedging instruments used to mitigate this risk include options, futures and swaps in the same or similar commodity product, as well as cash positions.
Issuer Credit Risk
Issuer credit risk represents exposures to changes in the creditworthiness of individual issuers or groups of issuers. Our portfolio is exposed to issuer credit risk where the value of an asset may be adversely impacted by changes in the levels of credit spreads, by credit migration or by defaults. Hedging instruments

Bank of America 2018 70


used to mitigate this risk include bonds, CDS and other credit fixed-income instruments.
Market Liquidity Risk
Market liquidity risk represents the risk that the level of expected market activity changes dramatically and, in certain cases, may even cease. This exposes us to the risk that we will not be able to transact business and execute trades in an orderly manner which may impact our results. This impact could be further exacerbated if expected hedging or pricing correlations are compromised by disproportionate demand or lack of demand for certain instruments. We utilize various risk mitigating techniques as discussed in more detail in Trading Risk Management.
Trading Risk Management
To evaluate risk in our trading activities, we focus on the actual and potential volatility of revenues generated by individual positions as well as portfolios of positions. Various techniques and procedures are utilized to enable the most complete understanding of these risks. Quantitative measures of market risk are evaluated on a daily basis from a single position to the portfolio of the Corporation. These measures include sensitivities of positions to various market risk factors, such as the potential impact on revenue from a one basis point change in interest rates, and statistical measures utilizing both actual and hypothetical market moves, such as VaR and stress testing. Periods of extreme market stress influence the reliability of these techniques to varying degrees. Qualitative evaluations of market risk utilize the suite of quantitative risk measures while understanding each of their respective limitations. Additionally, risk managers independently evaluate the risk of the portfolios under the current market environment and potential future environments.
VaR is a common statistic used to measure market risk as it allows the aggregation of market risk factors, including the effects of portfolio diversification. A VaR model simulates the value of a portfolio under a range of scenarios in order to generate a distribution of potential gains and losses. VaR represents the loss a portfolio is not expected to exceed more than a certain number of times per period, based on a specified holding period, confidence level and window of historical data. We use one VaR model consistently across the trading portfolios and it uses a historical simulation approach based on a three-year window of historical data. Our primary VaR statistic is equivalent to a 99 percent confidence level. This means that for a VaR with a one-day holding period, there should not be losses in excess of VaR, on average, 99 out of 100 trading days.
Within any VaR model, there are significant and numerous alternative judgmentsassumptions that couldwill differ from company to company. The accuracy of a VaR model depends on the availability and quality of historical data for each of the risk factors in the portfolio. A VaR model may require additional modeling assumptions for new products that do not have the necessary historical market data or for less liquid positions for which accurate daily prices are not consistently available. For positions with insufficient historical data for the VaR calculation, the process for establishing an appropriate proxy is based on fundamental and statistical analysis of the new product or less liquid position. This analysis identifies reasonable alternatives that replicate both the expected volatility and correlation to other market risk factors that the missing data would be expected to experience.
VaR may not be indicative of realized revenue volatility as changes in market conditions or in the composition of the portfolio can have a material impact on the results. In particular, the historical data used for the VaR calculation might indicate higher
or lower levels of portfolio diversification than will be experienced. In order for the VaR model to reflect current market conditions, we update the historical data underlying our VaR model on a weekly basis, or more frequently during periods of market stress, and regularly review the assumptions underlying the model. A minor portion of risks related to our trading positions is not included in VaR. These risks are reviewed as part of our ICAAP. For more information regarding ICAAP, see Capital Management on page 43.
Global Risk Management continually reviews, evaluates and enhances our VaR model so that it reflects the material risks in our trading portfolio. Changes to the VaR model are reviewed and approved prior to implementation and any material changes are reported to management through the appropriate management committees.
Trading limits on quantitative risk measures, including VaR, are independently set by Global Markets Risk Management and reviewed on a regular basis so that trading limits remain relevant and within our overall risk appetite for market risks. Trading limits are reviewed in the context of market liquidity, volatility and strategic business priorities. Trading limits are set at both a granular level to allow for extensive coverage of risks as well as at aggregated portfolios to account for correlations among risk factors. All trading limits are approved at least annually. Approved trading limits are stored and tracked in a centralized limits management system. Trading limit excesses are communicated to management for review. Certain quantitative market risk measures and corresponding limits have been identified as critical in the Corporation’s Risk Appetite Statement. These risk appetite limits are reported on a daily basis and are approved at least annually by the ERC and the Board.
In periods of market stress, Global Markets senior leadership communicates daily to discuss losses, key risk positions and any limit excesses. As a result of this process, the businesses may selectively reduce risk.
Table 47 presents the total market-based portfolio VaR which is the combination of the total covered positions (and less liquid trading positions) portfolio and the fair value option portfolio. Covered positions are defined by regulatory standards as trading assets and liabilities, both on- and off-balance sheet, that meet a defined set of specifications. These specifications identify the most liquid trading positions which are intended to be held for a short-term horizon and where we are able to hedge the material risk elements in a two-way market. Positions in less liquid markets, or where there are restrictions on the ability to trade the positions, typically do not qualify as covered positions. Foreign exchange and commodity positions are always considered covered positions, except for structural foreign currency positions that are excluded with prior regulatory approval. In addition, Table 47 presents our fair value option portfolio, which includes substantially all of the funded and unfunded exposures for which we elect the fair value option, and their corresponding hedges. Additionally, market risk VaR for trading activities as presented in Table 47 differs from VaR used for regulatory capital calculations due to the holding period being used. The holding period for VaR used for regulatory capital calculations is 10 days, while for the market risk VaR presented below, it is one day. Both measures utilize the same process and methodology.
The total market-based portfolio VaR results in Table 47 include market risk to which we are exposed from all business segments, excluding credit valuation adjustment (CVA), DVA and related hedges. The majority of this portfolio is within the Global Markets segment.

71Bank of America 2018






Table 47 presents year-end, average, high and low daily trading VaR for 2018 and 2017 using a 99 percent confidence level. The amounts disclosed in Table 47 and Table 48 align to the view of covered positions used in the processBasel 3 capital calculations. Foreign exchange and commodity positions are always considered covered positions, regardless of determiningtrading or banking treatment for the inputstrade,
except for structural foreign currency positions that are excluded with prior regulatory approval.
The average total covered positions and less liquid trading positions portfolio VaR decreased during 2018 primarily due to a decrease in credit risk along with an increase in portfolio diversification.
                 
Table 47Market Risk VaR for Trading Activities       
   
 2018 2017
(Dollars in millions)Year End Average 
High (1)
 
Low (1)
 Year End Average 
High (1)
 
Low (1)
Foreign exchange$9
 $8
 $15
 $2
 $7
 $11
 $25
 $3
Interest rate36
 25
 45
 15
 22
 21
 41
 11
Credit26
 25
 31
 20
 29
 26
 33
 21
Equity20
 20
 40
 11
 19
 18
 33
 12
Commodities13
 8
 15
 3
 5
 5
 9
 3
Portfolio diversification(59) (55) 
 
 (49) (47) 
 
Total covered positions portfolio45
 31
 45
 20
 33
 34
 53
 23
Impact from less liquid exposures5
 3
 
 
 5
 6
 
 
Total covered positions and less liquid trading positions portfolio50
 34
 51
 23
 38
 40
 63
 26
Fair value option loans8
 11
 18
 8
 9
 10
 14
 7
Fair value option hedges5
 9
 17
 4
 7
 7
 11
 4
Fair value option portfolio diversification(7) (11) 
 
 (7) (8) 
 
Total fair value option portfolio6
 9
 16
 5
 9
 9
 11
 6
Portfolio diversification(3) (5) 
 
 (4) (4) 
 
Total market-based portfolio$53
 $38
 57
 26
 $43
 $45
 69
 29
(1)
The high and low for each portfolio may have occurred on different trading days than the high and low for the components. Therefore the impact from less liquid exposures and the amount of portfolio diversification, which is the difference between the total portfolio and the sum of the individual components, is not relevant.
The graph below presents the daily covered positions and less liquid trading positions portfolio VaR for 2018, corresponding to the models. Where alternatives exist,data in Table 47.
varcharta04.jpg

Bank of America 2018 72


Additional VaR statistics produced within our single VaR model are provided in Table 48 at the same level of detail as in Table 47. Evaluating VaR with additional statistics allows for an increased understanding of the risks in the portfolio as the historical market data used in the VaR calculation does not necessarily follow a predefined statistical distribution. Table 48 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 2018 and 2017.
          
Table 48Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
          
   2018 2017
(Dollars in millions) 99 percent 95 percent 99 percent 95 percent
Foreign exchange $8
 $5
 $11
 $6
Interest rate 25
 16
 21
 14
Credit 25
 15
 26
 15
Equity 20
 11
 18
 10
Commodities 8
 4
 5
 3
Portfolio diversification (55) (33) (47) (30)
Total covered positions portfolio 31
 18
 34
 18
Impact from less liquid exposures 3
 1
 6
 2
Total covered positions and less liquid trading positions portfolio 34
 19
 40
 20
Fair value option loans 11
 6
 10
 6
Fair value option hedges 9
 6
 7
 5
Fair value option portfolio diversification (11) (7) (8) (6)
Total fair value option portfolio 9
 5
 9
 5
Portfolio diversification (5) (3) (4) (3)
Total market-based portfolio $38
 $21
 $45
 $22
Backtesting
The accuracy of the VaR methodology is evaluated by backtesting, which compares the daily VaR results, utilizing a one-day holding period, against a comparable subset of trading revenue. A backtesting excess occurs when a trading loss exceeds the VaR for the corresponding day. These excesses are evaluated to understand the positions and market moves that produced the trading loss with a goal to ensure that the VaR methodology accurately represents those losses. We expect the frequency of trading losses in excess of VaR to be in line with the confidence level of the VaR statistic being tested. For example, with a 99 percent confidence level, we haveexpect one trading loss in excess of VaR every 100 days or between two to three trading losses in excess of VaR over the course of a year. The number of backtesting excesses observed can differ from the statistically expected number of excesses if the current level of market volatility is materially different than the level of market volatility that existed during the three years of historical data used in the factors that we believe representVaR calculation.
The trading revenue used for backtesting is defined by regulatory agencies in order to most closely align with the most reasonable value in developingVaR component of the inputs. Actual performance thatregulatory capital calculation. This revenue differs from total trading-related revenue in that it excludes revenue from trading activities that either do not generate market risk or the market risk cannot be included in VaR. Some examples of the types of revenue excluded for backtesting are fees, commissions, reserves, net interest income and intraday trading revenues.
We conduct daily backtesting on the VaR results used for regulatory capital calculations as well as the VaR results for key legal entities, regions and risk factors. These results are reported to senior market risk management. Senior management regularly reviews and evaluates the results of these tests.
During 2018, there were three days in which there was a backtesting excess for our total covered portfolio VaR, utilizing a one-day holding period.
Total Trading-related Revenue
Total trading-related revenue, excluding brokerage fees, and CVA, DVA and funding valuation adjustment gains (losses), represents the total amount earned from trading positions, including market-based net interest income, which are taken in a diverse range of financial instruments and markets. Trading account assets and liabilities are reported at fair value. For more information on fair value, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements. Trading-related revenue can be volatile and is largely driven by general market conditions and customer demand. Also, trading-related revenue is dependent on the volume and type of transactions, the level of risk assumed, and the volatility of price and rate movements at any given time within the ever-changing market environment. Significant daily revenue by business is monitored and the primary drivers of these are reviewed.
The following histogram is a graphic depiction of trading volatility and illustrates the daily level of trading-related revenue for 2018 and 2017. During 2018, positive trading-related revenue was recorded for 98 percent of the trading days, of which 79 percent were daily trading gains of over $25 million. This compares to 2017 where positive trading-related revenue was recorded for 100 percent of the trading days, of which 77 percent were daily trading gains of over $25 million.
var4q22.jpg

73Bank of America 2018






Trading Portfolio Stress Testing
Because the very nature of a VaR model suggests results can exceed our estimates ofand it is dependent on a limited historical window, we also stress test our portfolio using scenario analysis. This analysis estimates the key variables could impact our results of operations. Separate from the possible future impact to our results of operations from input and model variables,change in the value of our lendingtrading portfolio that may result from abnormal market movements.
A set of scenarios, categorized as either historical or hypothetical, are computed daily for the overall trading portfolio and market-sensitiveindividual businesses. These scenarios include shocks to underlying market risk factors that may be well beyond the shocks found in the historical data used to calculate VaR. Historical scenarios simulate the impact of the market moves that occurred during a period of extended historical market stress. Generally, a multi-week period representing the most severe point during a crisis is selected for each historical scenario. Hypothetical scenarios provide estimated portfolio impacts from potential future market stress events. Scenarios are reviewed and updated in response to changing positions and new economic or political information. In addition, new or ad hoc scenarios are developed to address specific potential market events or particular vulnerabilities in the portfolio. The stress tests are reviewed on a regular basis and the results are presented to senior management.
Stress testing for the trading portfolio is integrated with enterprise-wide stress testing and incorporated into the limits framework. The macroeconomic scenarios used for enterprise-wide stress testing purposes differ from the typical trading portfolio scenarios in that they have a longer time horizon and the results are forecasted over multiple periods for use in consolidated capital and liquidity planning. For more information, see Managing Risk on page 40.
Interest Rate Risk Management for the Banking Book
The following discussion presents net interest income for banking book activities.
Interest rate risk represents the most significant market risk exposure to our banking book balance sheet. Interest rate risk is measured as the potential change in net interest income caused
by movements in market interest rates. Client-facing activities, primarily lending and deposit-taking, create interest rate sensitive positions on our balance sheet.
We prepare forward-looking forecasts of net interest income. The baseline forecast takes into consideration expected future business growth, ALM positioning and the direction of interest rate movements as implied by the market-based forward curve. We then measure and evaluate the impact that alternative interest rate scenarios have on the baseline forecast in order to assess interest rate sensitivity under varied conditions. The net interest income forecast is frequently updated for changing assumptions and differing outlooks based on economic trends, market conditions and business strategies. Thus, we continually monitor our balance sheet position in order to maintain an acceptable level of exposure to interest rate changes.
The interest rate scenarios that we analyze incorporate balance sheet assumptions such as loan and deposit growth and pricing, changes in funding mix, product repricing, maturity characteristics and investment securities premium amortization. Our overall goal is to manage interest rate risk so that movements in interest rates do not significantly adversely affect earnings and capital.
Table 49 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 2018 and 2017.
       
Table 49Forward Rates
       
  December 31, 2018
  
Federal
Funds
 
Three-month
LIBOR
 
10-Year
Swap
Spot rates2.50% 2.81% 2.71%
12-month forward rates2.50
 2.64
 2.75
       
  December 31, 2017
Spot rates1.50% 1.69% 2.40%
12-month forward rates2.00
 2.14
 2.48
Table 50 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 2018 and 2017, resulting from instantaneous parallel and non-parallel shocks to the market-based forward curve. Periodically we evaluate the scenarios presented so that they are meaningful in the context of the current rate environment.
During 2018, the asset sensitivity of our balance sheet to rising rates declined primarily due to increases in long-end rates. We continue to be asset sensitive to a parallel move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates impact the fair value of debt securities and, accordingly, for debt securities classified as AFS, may adversely affect accumulated OCI and thus capital levels under the Basel 3 capital rules. Under instantaneous upward parallel shifts, the near-term adverse impact to Basel 3 capital is reduced over time by offsetting positive impacts to net interest income. For more information on Basel 3, see Capital Management – Regulatory Capital on page 44.
         
Table 50Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
         
  
Short
Rate (bps)
 
Long
Rate (bps)
    
   December 31
(Dollars in millions)  2018 2017
Parallel Shifts       
+100 bps
instantaneous shift
+100 +100 $2,651
 $3,317
-100 bps
instantaneous shift
-100
 -100
 (4,109) (5,183)
Flatteners 
  
    
Short-end
instantaneous change
+100 
 1,977
 2,182
Long-end
instantaneous change

 -100
 (1,616) (2,765)
Steepeners 
  
    
Short-end
instantaneous change
-100
 
 (2,478) (2,394)
Long-end
instantaneous change

 +100 673
 1,135
The sensitivity analysis in Table 50 assumes that we take no action in response to these rate shocks and does not assume any change in other macroeconomic variables normally correlated with changes in interest rates. As part of our ALM activities, we use securities, certain residential mortgages, and interest rate and foreign exchange derivatives in managing interest rate sensitivity.
The behavior of our deposit portfolio in the baseline forecast and in alternate interest rate scenarios is a key assumption in our projected estimates of net interest income. The sensitivity analysis in Table 50 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding

Bank of America 2018 74


deposits or market-based funding would reduce our benefit in those scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
Interest rate and foreign exchange derivative contracts are utilized in our ALM activities and serve as an efficient tool to manage our interest rate and foreign exchange risk. We use derivatives to hedge the variability in cash flows or changes in fair value on our balance sheet due to interest rate and foreign exchange components. For more information on our hedging activities, see Note 3 – Derivatives to the Consolidated Financial Statements.
Our interest rate contracts are generally non-leveraged generic interest rate and foreign exchange basis swaps, options, futures and forwards. In addition, we use foreign exchange contracts, including cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options to mitigate the foreign exchange risk associated with foreign currency-denominated assets and liabilities.
Changes to the composition of our derivatives portfolio during 2018 reflect actions taken for interest rate and foreign exchange rate risk management. The decisions to reposition our derivatives portfolio are based on the current assessment of economic and financial conditions including the interest rate and foreign currency environments, balance sheet composition and trends, and the relative mix of our cash and derivative positions.
We use interest rate derivative instruments to hedge the variability in the cash flows of our assets and liabilities may change subsequentand other forecasted transactions (collectively referred to the balance sheet date, often significantly, due to the nature and magnitude of future credit and market conditions. Such credit and market conditions may change quickly and in unforeseen ways and the resulting volatility could have a significant, negative effect on future operating results.as cash flow
 
hedges). The net losses on both open and terminated cash flow hedge derivative instruments recorded in accumulated OCI were $1.3 billion, on a pretax basis, at both December 31, 2018 and 2017. These fluctuations would notnet losses are expected to be indicative of deficienciesreclassified into earnings in the same period as the hedged cash flows affect earnings and will decrease income or increase expense on the respective hedged cash flows. Assuming no change in open cash flow derivative hedge positions and no changes in prices or interest rates beyond what is implied in forward yield curves at December 31, 2018, the pretax net losses are expected to be reclassified into earnings as follows: 25 percent within the next year, 56 percent in years two through five and 11 percent in years six through 10, with the remaining eight percent thereafter. For more information on derivatives designated as cash flow hedges, see Note 3 – Derivativesto the Consolidated Financial Statements.
We hedge our net investment in non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward foreign exchange contracts that typically settle in less than 180 days, cross-currency basis swaps and foreign exchange options. We recorded net after-tax losses on derivatives in accumulated OCI associated with net investment hedges which were offset by gains on our net investments in consolidated non-U.S. entities at December 31, 2018.
Table 51 presents derivatives utilized in our models or inputs.ALM activities and shows the notional amount, fair value, weighted-average receive-fixed and pay-fixed rates, expected maturity and average estimated durations of our open ALM derivatives at December 31, 2018 and 2017. These amounts do not include derivative hedges on our MSRs.
                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts
       
    December 31, 2018  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2019 2020 2021 2022 2023 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,128
  
  
  
  
  
  
  
 5.17
Notional amount 
 $198,914
 $27,176
 $16,347
 $14,640
 $19,866
 $36,215
 $84,670
  
Weighted-average fixed-rate  2.66% 1.87% 2.68% 3.17% 2.56% 2.37% 2.97%  
Pay-fixed interest rate swaps (1)
295
  
  
  
  
  
  
  
 6.30
Notional amount 
 $49,275
 $1,210
 $4,344
 $1,616
 $
 $10,801
 $31,304
  
Weighted-average fixed-rate  2.50% 2.07% 2.16% 2.22% % 2.59% 2.55%  
Same-currency basis swaps (2)
21
  
  
  
  
  
  
  
  
Notional amount 
 $101,203
 $7,628
 $15,097
 $15,493
 $2,586
 $2,017
 $58,382
  
Foreign exchange basis swaps (1, 3, 4)
(1,716)  
              
Notional amount 
 106,742
 13,946
 21,448
 19,241
 10,239
 6,260
 35,608
  
Option products2
  
              
Notional amount 
 587
 572
 
 
 
 15
 
  
Foreign exchange contracts (1, 4, 5)
82
  
              
Notional amount (6)
  (8,447) (27,823) 13
 4,196
 2,741
 2,448
 9,978
  
Net ALM contracts$812
  
  
  
  
  
  
  
  
For footnotes, see page 76.


75Bank of America 2018






                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts (continued)
       
    December 31, 2017  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2018 2019 2020 2021 2022 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,330
  
  
  
  
  
  
  
 5.38
Notional amount 
 $176,390
 $21,850
 $27,176
 $16,347
 $6,498
 $19,120
 $85,399
  
Weighted-average fixed-rate 
 2.42% 3.20% 1.87% 1.88% 2.99% 2.10% 2.52%  
Pay-fixed interest rate swaps (1)
(37)  
  
  
  
  
  
  
 5.63
Notional amount 
 $45,873
 $11,555
 $1,210
 $4,344
 $1,616
 $
 $27,148
  
Weighted-average fixed-rate 
 2.15% 1.73% 2.07% 2.16% 2.22% % 2.32%  
Same-currency basis swaps (2)
(17)  
  
  
  
  
  
  
  
Notional amount 
 $38,622
 $11,028
 $6,789
 $1,180
 $2,807
 $955
 $15,863
  
Foreign exchange basis swaps (1, 3, 4)
(1,616)  
  
  
  
  
  
  
  
Notional amount 
 107,263
 24,886
 11,922
 13,367
 9,301
 6,860
 40,927
  
Option products13
  
  
  
  
  
  
  
  
Notional amount 
 1,218
 1,201
 
 
 
 
 17
  
Foreign exchange contracts (1, 4, 5)
1,424
  
  
  
  
  
  
  
  
Notional amount (6)
 
 (11,783) (28,689) 2,231
 (24) 2,471
 2,919
 9,309
  
Net ALM contracts$2,097
  
  
  
  
  
  
  
  
(1)
Does not include basis adjustments on either fixed-rate debt issued by the Corporation or AFS debt securities, which are hedged using derivatives designated as fair value hedging instruments, that substantially offset the fair values of these derivatives.
(2)
At December 31, 2018 and 2017, the notional amount of same-currency basis swaps included $101.2 billion and $38.6 billion in both foreign currency and U.S. dollar-denominated basis swaps in which both sides of the swap are in the same currency.
(3)
Foreign exchange basis swaps consisted of cross-currency variable interest rate swaps used separately or in conjunction with receive-fixed interest rate swaps.
(4)
Does not include foreign currency translation adjustments on certain non-U.S. debt issued by the Corporation that substantially offset the fair values of these derivatives.
(5)
The notional amount of foreign exchange contracts of $(8.4) billion at December 31, 2018 was comprised of $25.2 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(32.7) billion in net foreign currency forward rate contracts, $(1.8) billion in foreign currency-denominated pay-fixed swaps and $814 million in net foreign currency futures contracts. Foreign exchange contracts of $(11.8) billion at December 31, 2017 were comprised of $29.1 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(35.6) billion in net foreign currency forward rate contracts, $(6.2) billion in foreign currency-denominated pay-fixed swaps and $940 million in foreign currency futures contracts.
(6)
Reflects the net of long and short positions. Amounts shown as negative reflect a net short position.
Allowance for Credit Losses
Allowance for Loan and Lease Losses
The allowance for loan and lease losses is comprised of two components. The first component covers nonperforming commercial loans and TDRs. The second component covers loans and leases on which there are incurred losses that are not yet individually identifiable, as well as incurred losses that may not be represented in the loss forecast models. We evaluate the adequacy of the allowance for loan and lease losses based on the total of these two components, each of which is described in more detail below. The allowance for loan and lease losses excludes loans held-for-sale (LHFS) and loans accounted for under the fair value option as the fair value reflects a credit risk component.
The first component of the allowance for loan and lease losses covers both nonperforming commercial loans and all TDRs within the consumer and commercial portfolios. These loans are subject to impairment measurement based on the present value of projected future cash flows discounted at the loan’s original effective interest rate, or in certain circumstances, impairment may also be based upon the collateral value or the loan’s observable market price if available. Impairment measurement for the renegotiated consumer credit card, small business credit card and unsecured consumer TDR portfolios is based on the present value of projected cash flows discounted using the average portfolio contractual interest rate, excluding promotionally priced loans, in effect prior to restructuring. For purposes of computing this specific loss component of the allowance, larger impaired loans are evaluated individually and smaller impaired loans are evaluated as a pool using historical experience for the respective product types and risk ratings of the loans.
The second component of the allowance for loan and lease losses covers the remaining consumer and commercial loans and leases that have incurred losses that are not yet individually identifiable. The allowance for consumer (including credit card and other consumer loans) and certain homogeneous commercial loan and lease products is based on aggregated portfolio evaluations, which include both quantitative and qualitative components, generally by product type. Loss forecast models are utilized that consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, economic trends and credit scores. Our consumer real estate loss forecast model estimates
the portion of loans that will default based on individual loan attributes, the most significant of which are refreshed LTV or CLTV, and borrower credit score as well as vintage and geography, all of which are further broken down into current delinquency status. Additionally, we incorporate the delinquency status of underlying first-lien loans on our junior-lien home equity portfolio in our allowance process. Incorporating refreshed LTV and CLTV into our probability of default allows us to factor the impact of changes in home prices into our allowance for loan and lease losses. These loss forecast models are updated on a quarterly basis to incorporate information reflecting the current economic environment. As of December 31, 2018, the loss forecast process resulted in reductions in the allowance related to the residential mortgage and home equity portfolios compared to December 31, 2017.
The allowance for commercial loan and lease losses is established by product type after analyzing historical loss experience, internal risk rating, current economic conditions, industry performance trends, geographic and obligor concentrations within each portfolio and any other pertinent information. The statistical models for commercial loans are generally updated annually and utilize our historical database of actual defaults and other data, including external default data. The loan risk ratings and composition of the commercial portfolios used to calculate the allowance are updated quarterly to incorporate the most recent data reflecting the current economic environment. For risk-rated commercial loans, we estimate the probability of default and the loss given default (LGD) based on our historical experience of defaults and credit losses. Factors considered when assessing the internal risk rating include the value of the underlying collateral, if applicable, the industry in which the obligor operates, the obligor’s liquidity and other financial indicators, and other quantitative and qualitative factors relevant to the obligor’s credit risk. As of December 31, 2018, the allowance for the U.S. commercial and non-U.S. commercial portfolios decreased compared to December 31, 2017.
Also included within the second component of the allowance for loan and lease losses are reserves to cover losses that are incurred but, in our assessment, may not be adequately represented in the historical loss data used in the loss forecast models. For example, factors that we consider include, among others, changes in lending policies and procedures, changes in economic and business conditions, changes in the nature and size of the portfolio, changes in portfolio concentrations, changes in the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements. Further, we consider the inherent uncertainty in mathematical models that are built upon historical data.
During 2018, the factors that impacted the allowance for loan and lease losses included improvement in the credit quality of the consumer real estate portfolios driven by continuing improvements in the U.S. economy and strong labor markets, proactive credit risk management initiatives and the impact of high credit quality originations. Evidencing the improvements in the U.S. economy and strong labor markets are low levels of unemployment and increases in home prices. In addition to these improvements, in the consumer portfolio, nonperforming consumer loans decreased $1.3 billion in 2018 as returns to performing status, loan sales, paydowns and charge-offs continued to outpace new nonaccrual loans. During 2018, the allowance for loan and lease losses in the commercial portfolio reflected decreased energy reserves primarily driven by improvement in energy exposures including reservable criticized utilized exposures.

67Bank of America 2018






We monitor differences between estimated and actual incurred loan and lease losses. This monitoring process includes periodic assessments by senior management of loan and lease portfolios and the models used to estimate incurred losses in those portfolios.
The allowance for loan and lease losses for the consumer portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $581 million from December 31, 2017. The decrease was primarily in the consumer real estate portfolio, partially offset by an increase in the U.S. credit card portfolio. The reduction in the allowance for the consumer real estate portfolio was due to improved home prices, lower nonperforming loans and a decrease in loan balances in our non-core portfolio. The increase in the allowance for the U.S. credit card portfolio was driven by portfolio seasoning and loan growth.
The allowance for loan and lease losses for the commercial portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $211 million from December 31, 2017 primarily driven by improvement in energy exposures. Commercial reservable criticized utilized exposure decreased to $11.1 billion at December 31, 2018 from $13.6 billion (to 2.08 percent from 2.65 percent of total commercial reservable utilized exposure) at December 31, 2017, driven by broad-based improvements including the energy sector. Nonperforming commercial loans decreased to $1.1 billion at December 31, 2018 from $1.3 billion (to 0.22 percent from 0.27 percent of outstanding commercial loans excluding loans accounted for under the fair value option)
at December 31, 2017. See Tables 34, 35 and 36 for more details on key commercial credit statistics.
The allowance for loan and lease losses as a percentage of total loans and leases outstanding was 1.02 percent at December 31, 2018 compared to 1.12 percent at December 31, 2017.
Reserve for Unfunded Lending Commitments
In addition to the allowance for loan and lease losses, we also estimate probable losses related to unfunded lending commitments such as letters of credit, financial guarantees, unfunded bankers’ acceptances and binding loan commitments, excluding commitments accounted for under the fair value option. Unfunded lending commitments are subject to the same assessment as funded loans, including estimates of probability of default and LGD. Due to the nature of unfunded commitments, the estimate of probable losses must also consider utilization. To estimate the portion of these undrawn commitments that is likely to be drawn by a borrower at the time of estimated default, analyses of our historical experience are applied to the unfunded commitments to estimate the funded exposure at default (EAD). The expected loss for unfunded lending commitments is the product of the probability of default, the LGD and the EAD, adjusted for any qualitative factors including economic uncertainty and inherent imprecision in models.
The reserve for unfunded lending commitments was $797 million at December 31, 2018 compared to $777 million at December 31, 2017.
             
Table 45Allocation of the Allowance for Credit Losses by Product Type    
         
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2018 December 31, 2017
Allowance for loan and lease losses 
  
  
  
  
  
Residential mortgage$422
 4.40% 0.20% $701
 6.74% 0.34%
Home equity506
 5.27
 1.05
 1,019
 9.80
 1.76
U.S. credit card3,597
 37.47
 3.66
 3,368
 32.41
 3.50
Direct/Indirect consumer248
 2.58
 0.27
 264
 2.54
 0.27
Other consumer29
 0.30
 n/m
 31
 0.30
 n/m
Total consumer4,802
 50.02
 1.08
 5,383
 51.79
 1.18
U.S. commercial (2)
3,010
 31.35
 0.96
 3,113
 29.95
 1.04
Non-U.S. commercial677
 7.05
 0.69
 803
 7.73
 0.82
Commercial real estate958
 9.98
 1.57
 935
 9.00
 1.60
Commercial lease financing154
 1.60
 0.68
 159
 1.53
 0.72
Total commercial4,799
 49.98
 0.97
 5,010
 48.21
 1.05
Allowance for loan and lease losses (3)
9,601
 100.00% 1.02
 10,393
 100.00% 1.12
Reserve for unfunded lending commitments797
     777
    
Allowance for credit losses$10,398
     $11,170
    
(1)
Ratios are calculated as allowance for loan and lease losses as a percentage of loans and leases outstanding excluding loans accounted for under the fair value option. Consumer loans accounted for under the fair value option include residential mortgage loans of $336 million and $567 million and home equity loans of $346 million and $361 million at December 31, 2018 and 2017. Commercial loans accounted for under the fair value option include U.S. commercial loans of $2.5 billion and $2.6 billion and non-U.S. commercial loans of $1.1 billion and $2.2 billion at December 31, 2018 and 2017.
(2)
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million and $439 million at December 31, 2018 and 2017.
(3)
Includes $91 million and $289 million of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 2018 and 2017.
n/m = not meaningful

Bank of America 2018 68


Table 46 presents a rollforward of the allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, for 2018 and 2017.
     
Table 46Allowance for Credit Losses   
     
(Dollars in millions)2018 2017
Allowance for loan and lease losses, January 1$10,393
 $11,237
Loans and leases charged off   
Residential mortgage(207) (188)
Home equity(483) (582)
U.S. credit card(3,345) (2,968)
Non-U.S. credit card (1)

 (103)
Direct/Indirect consumer(495) (491)
Other consumer(197) (212)
Total consumer charge-offs(4,727) (4,544)
U.S. commercial (2)
(575) (589)
Non-U.S. commercial(82) (446)
Commercial real estate(10) (24)
Commercial lease financing(8) (16)
Total commercial charge-offs(675) (1,075)
Total loans and leases charged off(5,402) (5,619)
Recoveries of loans and leases previously charged off   
Residential mortgage179
 288
Home equity485
 369
U.S. credit card508
 455
Non-U.S. credit card (1)

 28
Direct/Indirect consumer300
 277
Other consumer15
 49
Total consumer recoveries1,487
 1,466
U.S. commercial (3)
120
 142
Non-U.S. commercial14
 6
Commercial real estate9
 15
Commercial lease financing9
 11
Total commercial recoveries152
 174
Total recoveries of loans and leases previously charged off1,639
 1,640
Net charge-offs(3,763) (3,979)
Write-offs of PCI loans(273) (207)
Provision for loan and lease losses3,262
 3,381
Other (4)
(18) (39)
Allowance for loan and lease losses, December 319,601
 10,393
Reserve for unfunded lending commitments, January 1777
 762
Provision for unfunded lending commitments20
 15
Reserve for unfunded lending commitments, December 31797
 777
Allowance for credit losses, December 31$10,398
 $11,170
     
Loan and allowance ratios:   
Loans and leases outstanding at December 31 (5)
$942,546
 $931,039
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (5)
1.02% 1.12%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (6)
1.08
 1.18
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (7)
0.97
 1.05
Average loans and leases outstanding (5)
$927,531
 $911,988
Net charge-offs as a percentage of average loans and leases outstanding (5, 8)
0.41% 0.44%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (5)
0.44
 0.46
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (5)
194
 161
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (8)
2.55
 2.61
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (9)
$4,031
 $3,971
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (5, 9)
113% 99%
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold in 2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million and $258 million in 2018 and 2017.
(3)
Includes U.S. small business commercial recoveries of $47 million and $43 million in 2018 and 2017.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale and certain other reclassifications.
(5)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion and $5.7 billion at December 31, 2018 and 2017. Average loans accounted for under the fair value option were $5.5 billion and $6.7 billion in 2018 and 2017.
(6)
Excludes consumer loans accounted for under the fair value option of $682 million and $928 million at December 31, 2018 and 2017.
(7)
Excludes commercial loans accounted for under the fair value option of $3.7 billion and $4.8 billion at December 31, 2018 and 2017.
(8)
Net charge-offs exclude $273 million and $207 million of write-offs in the PCI loan portfolio in 2018 and 2017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(9)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking and PCI loans in All Other.

69Bank of America 2018






Market Risk Management
Market risk is the risk that changes in market conditions may adversely impact the value of assets or liabilities, or otherwise negatively impact earnings. This risk is inherent in the financial instruments associated with our operations, primarily within our Global Markets segment. We are also exposed to these risks in other areas of the Corporation (e.g., our ALM activities). In the event of market stress, these risks could have a material impact on our results. For more information, see Interest Rate Risk Management for the Banking Book on page 74.
Our traditional banking loan and deposit products are non-trading positions and are generally reported at amortized cost for assets or the amount owed for liabilities (historical cost). However, these positions are still subject to changes in economic value based on varying market conditions, with one of the primary risks being changes in the levels of interest rates. The risk of adverse changes in the economic value of our non-trading positions arising from changes in interest rates is managed through our ALM activities. We have elected to account for certain assets and liabilities under the fair value option.
Our trading positions are reported at fair value with changes reflected in income. Trading positions are subject to various changes in market-based risk factors. The majority of this risk is generated by our activities in the interest rate, foreign exchange, credit, equity and commodities markets. In addition, the values of assets and liabilities could change due to market liquidity, correlations across markets and expectations of market volatility. We seek to manage these risk exposures by using a variety of techniques that encompass a broad range of financial instruments. The key risk management techniques are discussed in more detail in the Trading Risk Management section.
Global Risk Management is responsible for providing senior management with a clear and comprehensive understanding of the trading risks to which we are exposed. These responsibilities include ownership of market risk policy, developing and maintaining quantitative risk models, calculating aggregated risk measures, establishing and monitoring position limits consistent with risk appetite, conducting daily reviews and analysis of trading inventory, approving material risk exposures and fulfilling regulatory requirements. Market risks that impact businesses outside of Global Markets are monitored and governed by their respective governance functions.
Quantitative risk models, such as VaR, are an essential component in evaluating the market risks within a portfolio. The Enterprise Model Risk Committee (EMRC), a subcommittee of the MRC, is responsible for providing management oversight and approval of model risk management and governance. The EMRC defines model risk standards, consistent with our risk framework and risk appetite, prevailing regulatory guidance and industry best practice. Models must meet certain validation criteria, including effective challenge of the model development process and a sufficient demonstration of developmental evidence incorporating a comparison of alternative theories and approaches. The EMRC oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation. In addition, the relevant stakeholders must agree on any required actions or restrictions to the models and maintain a stringent monitoring process for continued compliance.
Interest Rate Risk
Interest rate risk represents exposures to instruments whose values vary with the level or volatility of interest rates. These instruments include, but are not limited to, loans, debt securities,
certain trading-related assets and liabilities, deposits, borrowings and derivatives. Hedging instruments used to mitigate these risks include derivatives such as options, futures, forwards and swaps.
Foreign Exchange Risk
Foreign exchange risk represents exposures to changes in the values of current holdings and future cash flows denominated in currencies other than the U.S. dollar. The types of instruments exposed to this risk include investments in non-U.S. subsidiaries, foreign currency-denominated loans and securities, future cash flows in foreign currencies arising from foreign exchange transactions, foreign currency-denominated debt and various foreign exchange derivatives whose values fluctuate with changes in the level or volatility of currency exchange rates or non-U.S. interest rates. Hedging instruments used to mitigate this risk include foreign exchange options, currency swaps, futures, forwards, and foreign currency-denominated debt and deposits.
Mortgage Risk
Mortgage risk represents exposures to changes in the values of mortgage-related instruments. The values of these instruments are sensitive to prepayment rates, mortgage rates, agency debt ratings, default, market liquidity, government participation and interest rate volatility. Our exposure to these instruments takes several forms. For example, we trade and engage in market-making activities in a variety of mortgage securities including whole loans, pass-through certificates, commercial mortgages and collateralized mortgage obligations including collateralized debt obligations using mortgages as underlying collateral. In addition, we originate a variety of MBS, which involves the accumulation of mortgage-related loans in anticipation of eventual securitization, and we may hold positions in mortgage securities and residential mortgage loans as part of the ALM portfolio. We also record MSRs as part of our mortgage origination activities. Hedging instruments used to mitigate this risk include derivatives such as options, swaps, futures and forwards as well as securities including MBS and U.S. Treasury securities. For more information, see Mortgage Banking Risk Management on page 76.
Equity Market Risk
Equity market risk represents exposures to securities that represent an ownership interest in a corporation in the form of domestic and foreign common stock or other equity-linked instruments. Instruments that would lead to this exposure include, but are not limited to, the following: common stock, exchange-traded funds, American Depositary Receipts, convertible bonds, listed equity options (puts and calls), OTC equity options, equity total return swaps, equity index futures and other equity derivative products. Hedging instruments used to mitigate this risk include options, futures, swaps, convertible bonds and cash positions.
Commodity Risk
Commodity risk represents exposures to instruments traded in the petroleum, natural gas, power and metals markets. These instruments consist primarily of futures, forwards, swaps and options. Hedging instruments used to mitigate this risk include options, futures and swaps in the same or similar commodity product, as well as cash positions.
Issuer Credit Risk
Issuer credit risk represents exposures to changes in the creditworthiness of individual issuers or groups of issuers. Our portfolio is exposed to issuer credit risk where the value of an asset may be adversely impacted by changes in the levels of credit spreads, by credit migration or by defaults. Hedging instruments

Bank of America 2018 70


used to mitigate this risk include bonds, CDS and other credit fixed-income instruments.
Market Liquidity Risk
Market liquidity risk represents the risk that the level of expected market activity changes dramatically and, in certain cases, may even cease. This exposes us to the risk that we will not be able to transact business and execute trades in an orderly manner which may impact our results. This impact could be further exacerbated if expected hedging or pricing correlations are compromised by disproportionate demand or lack of demand for certain instruments. We utilize various risk mitigating techniques as discussed in more detail in Trading Risk Management.
Trading Risk Management
To evaluate risk in our trading activities, we focus on the actual and potential volatility of revenues generated by individual positions as well as portfolios of positions. Various techniques and procedures are utilized to enable the most complete understanding of these risks. Quantitative measures of market risk are evaluated on a daily basis from a single position to the portfolio of the Corporation. These measures include sensitivities of positions to various market risk factors, such as the potential impact on revenue from a one basis point change in interest rates, and statistical measures utilizing both actual and hypothetical market moves, such as VaR and stress testing. Periods of extreme market stress influence the reliability of these techniques to varying degrees. Qualitative evaluations of market risk utilize the suite of quantitative risk measures while understanding each of their respective limitations. Additionally, risk managers independently evaluate the risk of the portfolios under the current market environment and potential future environments.
VaR is a common statistic used to measure market risk as it allows the aggregation of market risk factors, including the effects of portfolio diversification. A VaR model simulates the value of a portfolio under a range of scenarios in order to generate a distribution of potential gains and losses. VaR represents the loss a portfolio is not expected to exceed more than a certain number of times per period, based on a specified holding period, confidence level and window of historical data. We use one VaR model consistently across the trading portfolios and it uses a historical simulation approach based on a three-year window of historical data. Our primary VaR statistic is equivalent to a 99 percent confidence level. This means that for a VaR with a one-day holding period, there should not be losses in excess of VaR, on average, 99 out of 100 trading days.
Within any VaR model, there are significant and numerous assumptions that will differ from company to company. The accuracy of a VaR model depends on the availability and quality of historical data for each of the risk factors in the portfolio. A VaR model may require additional modeling assumptions for new products that do not have the necessary historical market data or for less liquid positions for which accurate daily prices are not consistently available. For positions with insufficient historical data for the VaR calculation, the process for establishing an appropriate proxy is based on fundamental and statistical analysis of the new product or less liquid position. This analysis identifies reasonable alternatives that replicate both the expected volatility and correlation to other market risk factors that the missing data would be expected to experience.
VaR may not be indicative of realized revenue volatility as changes in market conditions or in the composition of the portfolio can have a material impact on the results. In particular, the historical data used for the VaR calculation might indicate higher
or lower levels of portfolio diversification than will be experienced. In order for the VaR model to reflect current market conditions, we update the historical data underlying our VaR model on a weekly basis, or more frequently during periods of market stress, and regularly review the assumptions underlying the model. A minor portion of risks related to our trading positions is not included in VaR. These risks are reviewed as part of our ICAAP. For more information regarding ICAAP, see Capital Management on page 43.
Global Risk Management continually reviews, evaluates and enhances our VaR model so that it reflects the material risks in our trading portfolio. Changes to the VaR model are reviewed and approved prior to implementation and any material changes are reported to management through the appropriate management committees.
Trading limits on quantitative risk measures, including VaR, are independently set by Global Markets Risk Management and reviewed on a regular basis so that trading limits remain relevant and within our overall risk appetite for market risks. Trading limits are reviewed in the context of market liquidity, volatility and strategic business priorities. Trading limits are set at both a granular level to allow for extensive coverage of risks as well as at aggregated portfolios to account for correlations among risk factors. All trading limits are approved at least annually. Approved trading limits are stored and tracked in a centralized limits management system. Trading limit excesses are communicated to management for review. Certain quantitative market risk measures and corresponding limits have been identified as critical in the Corporation’s Risk Appetite Statement. These risk appetite limits are reported on a daily basis and are approved at least annually by the ERC and the Board.
In periods of market stress, Global Markets senior leadership communicates daily to discuss losses, key risk positions and any limit excesses. As a result of this process, the businesses may selectively reduce risk.
Table 47 presents the total market-based portfolio VaR which is the combination of the total covered positions (and less liquid trading positions) portfolio and the fair value option portfolio. Covered positions are defined by regulatory standards as trading assets and liabilities, both on- and off-balance sheet, that meet a defined set of specifications. These specifications identify the most liquid trading positions which are intended to be held for a short-term horizon and where we are able to hedge the material risk elements in a two-way market. Positions in less liquid markets, or where there are restrictions on the ability to trade the positions, typically do not qualify as covered positions. Foreign exchange and commodity positions are always considered covered positions, except for structural foreign currency positions that are excluded with prior regulatory approval. In addition, Table 47 presents our fair value option portfolio, which includes substantially all of the funded and unfunded exposures for which we elect the fair value option, and their corresponding hedges. Additionally, market risk VaR for trading activities as presented in Table 47 differs from VaR used for regulatory capital calculations due to the holding period being used. The holding period for VaR used for regulatory capital calculations is 10 days, while for the market risk VaR presented below, it is one day. Both measures utilize the same process and methodology.
The total market-based portfolio VaR results in Table 47 include market risk to which we are exposed from all business segments, excluding credit valuation adjustment (CVA), DVA and related hedges. The majority of this portfolio is within the Global Markets segment.

71Bank of America 2018






Table 47 presents year-end, average, high and low daily trading VaR for 2018 and 2017 using a 99 percent confidence level. The amounts disclosed in Table 47 and Table 48 align to the view of covered positions used in the Basel 3 capital calculations. Foreign exchange and commodity positions are always considered covered positions, regardless of trading or banking treatment for the trade,
except for structural foreign currency positions that are excluded with prior regulatory approval.
The average total covered positions and less liquid trading positions portfolio VaR decreased during 2018 primarily due to a decrease in credit risk along with an increase in portfolio diversification.
                 
Table 47Market Risk VaR for Trading Activities       
   
 2018 2017
(Dollars in millions)Year End Average 
High (1)
 
Low (1)
 Year End Average 
High (1)
 
Low (1)
Foreign exchange$9
 $8
 $15
 $2
 $7
 $11
 $25
 $3
Interest rate36
 25
 45
 15
 22
 21
 41
 11
Credit26
 25
 31
 20
 29
 26
 33
 21
Equity20
 20
 40
 11
 19
 18
 33
 12
Commodities13
 8
 15
 3
 5
 5
 9
 3
Portfolio diversification(59) (55) 
 
 (49) (47) 
 
Total covered positions portfolio45
 31
 45
 20
 33
 34
 53
 23
Impact from less liquid exposures5
 3
 
 
 5
 6
 
 
Total covered positions and less liquid trading positions portfolio50
 34
 51
 23
 38
 40
 63
 26
Fair value option loans8
 11
 18
 8
 9
 10
 14
 7
Fair value option hedges5
 9
 17
 4
 7
 7
 11
 4
Fair value option portfolio diversification(7) (11) 
 
 (7) (8) 
 
Total fair value option portfolio6
 9
 16
 5
 9
 9
 11
 6
Portfolio diversification(3) (5) 
 
 (4) (4) 
 
Total market-based portfolio$53
 $38
 57
 26
 $43
 $45
 69
 29
(1)
The high and low for each portfolio may have occurred on different trading days than the high and low for the components. Therefore the impact from less liquid exposures and the amount of portfolio diversification, which is the difference between the total portfolio and the sum of the individual components, is not relevant.
The graph below presents the daily covered positions and less liquid trading positions portfolio VaR for 2018, corresponding to the data in Table 47.
varcharta04.jpg

Bank of America 2018 72


Additional VaR statistics produced within our single VaR model are provided in Table 48 at the same level of detail as in Table 47. Evaluating VaR with additional statistics allows for an increased understanding of the risks in the portfolio as the historical market data used in the VaR calculation does not necessarily follow a predefined statistical distribution. Table 48 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 2018 and 2017.
          
Table 48Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
          
   2018 2017
(Dollars in millions) 99 percent 95 percent 99 percent 95 percent
Foreign exchange $8
 $5
 $11
 $6
Interest rate 25
 16
 21
 14
Credit 25
 15
 26
 15
Equity 20
 11
 18
 10
Commodities 8
 4
 5
 3
Portfolio diversification (55) (33) (47) (30)
Total covered positions portfolio 31
 18
 34
 18
Impact from less liquid exposures 3
 1
 6
 2
Total covered positions and less liquid trading positions portfolio 34
 19
 40
 20
Fair value option loans 11
 6
 10
 6
Fair value option hedges 9
 6
 7
 5
Fair value option portfolio diversification (11) (7) (8) (6)
Total fair value option portfolio 9
 5
 9
 5
Portfolio diversification (5) (3) (4) (3)
Total market-based portfolio $38
 $21
 $45
 $22
Backtesting
The accuracy of the VaR methodology is evaluated by backtesting, which compares the daily VaR results, utilizing a one-day holding period, against a comparable subset of trading revenue. A backtesting excess occurs when a trading loss exceeds the VaR for the corresponding day. These excesses are evaluated to understand the positions and market moves that produced the trading loss with a goal to ensure that the VaR methodology accurately represents those losses. We expect the frequency of trading losses in excess of VaR to be in line with the confidence level of the VaR statistic being tested. For example, with a 99 percent confidence level, we expect one trading loss in excess of VaR every 100 days or between two to three trading losses in excess of VaR over the course of a year. The number of backtesting excesses observed can differ from the statistically expected number of excesses if the current level of market volatility is materially different than the level of market volatility that existed during the three years of historical data used in the VaR calculation.
The trading revenue used for backtesting is defined by regulatory agencies in order to most closely align with the VaR component of the regulatory capital calculation. This revenue differs from total trading-related revenue in that it excludes revenue from trading activities that either do not generate market risk or the market risk cannot be included in VaR. Some examples of the types of revenue excluded for backtesting are fees, commissions, reserves, net interest income and intraday trading revenues.
We conduct daily backtesting on the VaR results used for regulatory capital calculations as well as the VaR results for key legal entities, regions and risk factors. These results are reported to senior market risk management. Senior management regularly reviews and evaluates the results of these tests.
During 2018, there were three days in which there was a backtesting excess for our total covered portfolio VaR, utilizing a one-day holding period.
Total Trading-related Revenue
Total trading-related revenue, excluding brokerage fees, and CVA, DVA and funding valuation adjustment gains (losses), represents the total amount earned from trading positions, including market-based net interest income, which are taken in a diverse range of financial instruments and markets. Trading account assets and liabilities are reported at fair value. For more information on fair value, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements. Trading-related revenue can be volatile and is largely driven by general market conditions and customer demand. Also, trading-related revenue is dependent on the volume and type of transactions, the level of risk assumed, and the volatility of price and rate movements at any given time within the ever-changing market environment. Significant daily revenue by business is monitored and the primary drivers of these are reviewed.
The following histogram is a graphic depiction of trading volatility and illustrates the daily level of trading-related revenue for 2018 and 2017. During 2018, positive trading-related revenue was recorded for 98 percent of the trading days, of which 79 percent were daily trading gains of over $25 million. This compares to 2017 where positive trading-related revenue was recorded for 100 percent of the trading days, of which 77 percent were daily trading gains of over $25 million.
var4q22.jpg

73Bank of America 2018






Trading Portfolio Stress Testing
Because the very nature of a VaR model suggests results can exceed our estimates and it is dependent on a limited historical window, we also stress test our portfolio using scenario analysis. This analysis estimates the change in the value of our trading portfolio that may result from abnormal market movements.
A set of scenarios, categorized as either historical or hypothetical, are computed daily for the overall trading portfolio and individual businesses. These scenarios include shocks to underlying market risk factors that may be well beyond the shocks found in the historical data used to calculate VaR. Historical scenarios simulate the impact of the market moves that occurred during a period of extended historical market stress. Generally, a multi-week period representing the most severe point during a crisis is selected for each historical scenario. Hypothetical scenarios provide estimated portfolio impacts from potential future market stress events. Scenarios are reviewed and updated in response to changing positions and new economic or political information. In addition, new or ad hoc scenarios are developed to address specific potential market events or particular vulnerabilities in the portfolio. The stress tests are reviewed on a regular basis and the results are presented to senior management.
Stress testing for the trading portfolio is integrated with enterprise-wide stress testing and incorporated into the limits framework. The macroeconomic scenarios used for enterprise-wide stress testing purposes differ from the typical trading portfolio scenarios in that they have a longer time horizon and the results are forecasted over multiple periods for use in consolidated capital and liquidity planning. For more information, see Managing Risk on page 40.
Interest Rate Risk Management for the Banking Book
The following discussion presents net interest income for banking book activities.
Interest rate risk represents the most significant market risk exposure to our banking book balance sheet. Interest rate risk is measured as the potential change in net interest income caused
by movements in market interest rates. Client-facing activities, primarily lending and deposit-taking, create interest rate sensitive positions on our balance sheet.
We prepare forward-looking forecasts of net interest income. The baseline forecast takes into consideration expected future business growth, ALM positioning and the direction of interest rate movements as implied by the market-based forward curve. We then measure and evaluate the impact that alternative interest rate scenarios have on the baseline forecast in order to assess interest rate sensitivity under varied conditions. The net interest income forecast is frequently updated for changing assumptions and differing outlooks based on economic trends, market conditions and business strategies. Thus, we continually monitor our balance sheet position in order to maintain an acceptable level of exposure to interest rate changes.
The interest rate scenarios that we analyze incorporate balance sheet assumptions such as loan and deposit growth and pricing, changes in funding mix, product repricing, maturity characteristics and investment securities premium amortization. Our overall goal is to manage interest rate risk so that movements in interest rates do not significantly adversely affect earnings and capital.
Table 49 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 2018 and 2017.
       
Table 49Forward Rates
       
  December 31, 2018
  
Federal
Funds
 
Three-month
LIBOR
 
10-Year
Swap
Spot rates2.50% 2.81% 2.71%
12-month forward rates2.50
 2.64
 2.75
       
  December 31, 2017
Spot rates1.50% 1.69% 2.40%
12-month forward rates2.00
 2.14
 2.48
Table 50 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 2018 and 2017, resulting from instantaneous parallel and non-parallel shocks to the market-based forward curve. Periodically we evaluate the scenarios presented so that they are meaningful in the context of the current rate environment.
During 2018, the asset sensitivity of our balance sheet to rising rates declined primarily due to increases in long-end rates. We continue to be asset sensitive to a parallel move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates impact the fair value of debt securities and, accordingly, for debt securities classified as AFS, may adversely affect accumulated OCI and thus capital levels under the Basel 3 capital rules. Under instantaneous upward parallel shifts, the near-term adverse impact to Basel 3 capital is reduced over time by offsetting positive impacts to net interest income. For more information on Basel 3, see Capital Management – Regulatory Capital on page 44.
         
Table 50Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
         
  
Short
Rate (bps)
 
Long
Rate (bps)
    
   December 31
(Dollars in millions)  2018 2017
Parallel Shifts       
+100 bps
instantaneous shift
+100 +100 $2,651
 $3,317
-100 bps
instantaneous shift
-100
 -100
 (4,109) (5,183)
Flatteners 
  
    
Short-end
instantaneous change
+100 
 1,977
 2,182
Long-end
instantaneous change

 -100
 (1,616) (2,765)
Steepeners 
  
    
Short-end
instantaneous change
-100
 
 (2,478) (2,394)
Long-end
instantaneous change

 +100 673
 1,135
The sensitivity analysis in Table 50 assumes that we take no action in response to these rate shocks and does not assume any change in other macroeconomic variables normally correlated with changes in interest rates. As part of our ALM activities, we use securities, certain residential mortgages, and interest rate and foreign exchange derivatives in managing interest rate sensitivity.
The behavior of our deposit portfolio in the baseline forecast and in alternate interest rate scenarios is a key assumption in our projected estimates of net interest income. The sensitivity analysis in Table 50 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding

Bank of America 2018 74


deposits or market-based funding would reduce our benefit in those scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
Interest rate and foreign exchange derivative contracts are utilized in our ALM activities and serve as an efficient tool to manage our interest rate and foreign exchange risk. We use derivatives to hedge the variability in cash flows or changes in fair value on our balance sheet due to interest rate and foreign exchange components. For more information on our hedging activities, see Note 3 – Derivatives to the Consolidated Financial Statements.
Our interest rate contracts are generally non-leveraged generic interest rate and foreign exchange basis swaps, options, futures and forwards. In addition, we use foreign exchange contracts, including cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options to mitigate the foreign exchange risk associated with foreign currency-denominated assets and liabilities.
Changes to the composition of our derivatives portfolio during 2018 reflect actions taken for interest rate and foreign exchange rate risk management. The decisions to reposition our derivatives portfolio are based on the current assessment of economic and financial conditions including the interest rate and foreign currency environments, balance sheet composition and trends, and the relative mix of our cash and derivative positions.
We use interest rate derivative instruments to hedge the variability in the cash flows of our assets and liabilities and other forecasted transactions (collectively referred to as cash flow
hedges). The net losses on both open and terminated cash flow hedge derivative instruments recorded in accumulated OCI were $1.3 billion, on a pretax basis, at both December 31, 2018 and 2017. These net losses are expected to be reclassified into earnings in the same period as the hedged cash flows affect earnings and will decrease income or increase expense on the respective hedged cash flows. Assuming no change in open cash flow derivative hedge positions and no changes in prices or interest rates beyond what is implied in forward yield curves at December 31, 2018, the pretax net losses are expected to be reclassified into earnings as follows: 25 percent within the next year, 56 percent in years two through five and 11 percent in years six through 10, with the remaining eight percent thereafter. For more information on derivatives designated as cash flow hedges, see Note 3 – Derivativesto the Consolidated Financial Statements.
We hedge our net investment in non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward foreign exchange contracts that typically settle in less than 180 days, cross-currency basis swaps and foreign exchange options. We recorded net after-tax losses on derivatives in accumulated OCI associated with net investment hedges which were offset by gains on our net investments in consolidated non-U.S. entities at December 31, 2018.
Table 51 presents derivatives utilized in our ALM activities and shows the notional amount, fair value, weighted-average receive-fixed and pay-fixed rates, expected maturity and average estimated durations of our open ALM derivatives at December 31, 2018 and 2017. These amounts do not include derivative hedges on our MSRs.
                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts
       
    December 31, 2018  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2019 2020 2021 2022 2023 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,128
  
  
  
  
  
  
  
 5.17
Notional amount 
 $198,914
 $27,176
 $16,347
 $14,640
 $19,866
 $36,215
 $84,670
  
Weighted-average fixed-rate  2.66% 1.87% 2.68% 3.17% 2.56% 2.37% 2.97%  
Pay-fixed interest rate swaps (1)
295
  
  
  
  
  
  
  
 6.30
Notional amount 
 $49,275
 $1,210
 $4,344
 $1,616
 $
 $10,801
 $31,304
  
Weighted-average fixed-rate  2.50% 2.07% 2.16% 2.22% % 2.59% 2.55%  
Same-currency basis swaps (2)
21
  
  
  
  
  
  
  
  
Notional amount 
 $101,203
 $7,628
 $15,097
 $15,493
 $2,586
 $2,017
 $58,382
  
Foreign exchange basis swaps (1, 3, 4)
(1,716)  
              
Notional amount 
 106,742
 13,946
 21,448
 19,241
 10,239
 6,260
 35,608
  
Option products2
  
              
Notional amount 
 587
 572
 
 
 
 15
 
  
Foreign exchange contracts (1, 4, 5)
82
  
              
Notional amount (6)
  (8,447) (27,823) 13
 4,196
 2,741
 2,448
 9,978
  
Net ALM contracts$812
  
  
  
  
  
  
  
  
For footnotes, see page 76.


75Bank of America 2018






                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts (continued)
       
    December 31, 2017  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2018 2019 2020 2021 2022 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,330
  
  
  
  
  
  
  
 5.38
Notional amount 
 $176,390
 $21,850
 $27,176
 $16,347
 $6,498
 $19,120
 $85,399
  
Weighted-average fixed-rate 
 2.42% 3.20% 1.87% 1.88% 2.99% 2.10% 2.52%  
Pay-fixed interest rate swaps (1)
(37)  
  
  
  
  
  
  
 5.63
Notional amount 
 $45,873
 $11,555
 $1,210
 $4,344
 $1,616
 $
 $27,148
  
Weighted-average fixed-rate 
 2.15% 1.73% 2.07% 2.16% 2.22% % 2.32%  
Same-currency basis swaps (2)
(17)  
  
  
  
  
  
  
  
Notional amount 
 $38,622
 $11,028
 $6,789
 $1,180
 $2,807
 $955
 $15,863
  
Foreign exchange basis swaps (1, 3, 4)
(1,616)  
  
  
  
  
  
  
  
Notional amount 
 107,263
 24,886
 11,922
 13,367
 9,301
 6,860
 40,927
  
Option products13
  
  
  
  
  
  
  
  
Notional amount 
 1,218
 1,201
 
 
 
 
 17
  
Foreign exchange contracts (1, 4, 5)
1,424
  
  
  
  
  
  
  
  
Notional amount (6)
 
 (11,783) (28,689) 2,231
 (24) 2,471
 2,919
 9,309
  
Net ALM contracts$2,097
  
  
  
  
  
  
  
  
(1)
Does not include basis adjustments on either fixed-rate debt issued by the Corporation or AFS debt securities, which are hedged using derivatives designated as fair value hedging instruments, that substantially offset the fair values of these derivatives.
(2)
At December 31, 2018 and 2017, the notional amount of same-currency basis swaps included $101.2 billion and $38.6 billion in both foreign currency and U.S. dollar-denominated basis swaps in which both sides of the swap are in the same currency.
(3)
Foreign exchange basis swaps consisted of cross-currency variable interest rate swaps used separately or in conjunction with receive-fixed interest rate swaps.
(4)
Does not include foreign currency translation adjustments on certain non-U.S. debt issued by the Corporation that substantially offset the fair values of these derivatives.
(5)
The notional amount of foreign exchange contracts of $(8.4) billion at December 31, 2018 was comprised of $25.2 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(32.7) billion in net foreign currency forward rate contracts, $(1.8) billion in foreign currency-denominated pay-fixed swaps and $814 million in net foreign currency futures contracts. Foreign exchange contracts of $(11.8) billion at December 31, 2017 were comprised of $29.1 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(35.6) billion in net foreign currency forward rate contracts, $(6.2) billion in foreign currency-denominated pay-fixed swaps and $940 million in foreign currency futures contracts.
(6)
Reflects the net of long and short positions. Amounts shown as negative reflect a net short position.
Mortgage Banking Risk Management
We originate, fund and service mortgage loans, which subject us to credit, liquidity and interest rate risks, among others. We determine whether loans will be held for investment or held for sale at the time of commitment and manage credit and liquidity risks by selling or securitizing a portion of the loans we originate.
Interest rate risk and market risk can be substantial in the mortgage business. Changes in interest rates and other market factors impact the volume of mortgage originations. Changes in interest rates also impact the value of interest rate lock commitments (IRLCs) and the related residential first mortgage LHFS between the date of the IRLC and the date the loans are sold to the secondary market. An increase in mortgage interest rates typically leads to a decrease in the value of these instruments. Conversely, when there is an increase in interest rates, the value of the MSRs will increase driven by lower prepayment expectations. Because the interest rate risks of these two hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contracts and securities.
During 2018 and 2017, we recorded gains of $244 million and $118 million related to the change in fair value of the MSRs, IRLCs and LHFS, net of gains and losses on the hedge portfolio. For more information on MSRs, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements.
Compliance and Operational Risk Management
Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to the reputation of the Corporation arising from the failure of the Corporation to comply with the requirements of applicable laws, rules, regulations and our internal policies and procedures (collectively, applicable laws, rules and regulations).
Operational risk is the risk of loss resulting from inadequate or failed processes, people and systems or from external events. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. Effects may extend beyond financial losses and may result in reputational risk impacts. Operational risk includes legal risk. Additionally, operational risk is a component in the calculation of total risk-weighted assets used in the Basel 3 capital calculation. For more information on Basel 3 calculations, see Capital Management on page 43.
FLUs and control functions are first and foremost responsible for managing all aspects of their businesses, including their compliance and operational risk. FLUs and control functions are required to understand their business processes and related risks and controls, including the related regulatory requirements, and monitor and report on the effectiveness of the control environment. In order to actively monitor and assess the performance of their processes and controls, they must conduct comprehensive quality assurance activities and identify issues and risks to remediate control gaps and weaknesses. FLUs and control functions must also adhere to compliance and operational risk appetite limits to meet strategic, capital and financial planning objectives. Finally, FLUs and control functions are responsible for the proactive identification, management and escalation of compliance and operational risks across the Corporation.
Global Compliance and Operational Risk teams independently assess compliance and operational risk, monitor business activities and processes, evaluate FLUs and control functions for adherence to applicable laws, rules and regulations, including identifying issues and risks, determining and developing tests to be conducted by the Enterprise Independent Testing unit, and reporting on the state of the control environment. Enterprise Independent Testing, an independent testing function within IRM, works with Global Compliance and Operational Risk, the FLUs and

Bank of America 2018 76


control functions in the identification of testing needs and test design, and is accountable for test execution, reporting and analysis of results.
The Corporation’s approach to the management of compliance risk is described in the Global Compliance - Enterprise Policy, which outlines the requirements of the Corporation’s compliance risk management program, and defines roles and responsibilities of FLUs, IRM and Corporate Audit, the three lines of defense in managing compliance risk. The requirements work together to drive a comprehensive risk-based approach for the proactive identification, management and escalation of compliance risks throughout the Corporation. For more information on FLUs and control functions, see Managing Risk on page 40.
The Corporation’s approach to operational risk management is outlined in the Operational Risk Management - Enterprise Policy which establishes the requirements of the Corporation’s operational risk management program and specifies the responsibilities and accountabilities of the first and second lines of defense for managing operational risk so that our business processes are designed and executed effectively.
The Global Compliance Enterprise Policy and Operational Risk Management - Enterprise Policy also set the requirements for reporting compliance and operational risk information to executive management as well as the Board or appropriate Board-level committees in support of Global Compliance and Operational Risk’s responsibilities for conducting independent oversight of our compliance and operational risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC, and operational risk through the ERC.
A key operational risk facing the Corporation is information security, which includes cybersecurity. Cybersecurity risk represents, among other things, exposure to failures or interruptions of service or breaches of security, resulting from malicious technological attacks or otherwise, that impact the confidentiality, availability or integrity of our operations, systems or data, including sensitive corporate and customer information. The Corporation manages information security risk in accordance withinternal policies which govern our comprehensive information security program designed to protect the Corporation by enabling preventative and detective measures to combat information and cybersecurity risks. The Board and the ERC provide cybersecurity and information security risk oversight for the Corporation and our Global Information Security Team manages the day-to-day implementation of our information security program.
Reputational Risk Management
Reputational risk is the risk that negative perceptions of the Corporation’s conduct or business practices may adversely impact its profitability or operations. Reputational risk may result from many of the Corporation’s activities, including those related to the management of our strategic, operational, compliance and credit risks.
The Corporation manages reputational risk through established policies and controls in its businesses and risk management processes to mitigate reputational risks in a timely manner and through proactive monitoring and identification of potential reputational risk events. If reputational risk events occur, we focus on remediating the underlying issue and taking action to minimize damage to the Corporation’s reputation. The Corporation has processes and procedures in place to respond to events that give rise to reputational risk, including educating individuals and organizations that influence public opinion, implementing external communication strategies to mitigate the risk, and informing key stakeholders of potential reputational risks.
The Corporation’s organization and governance structure provides oversight of reputational risks, and reputational risk reporting is provided regularly and directly to management and the ERC, which provides primary oversight of reputational risk. In addition, each FLU has a committee, which includes representatives from Compliance, Legal and Risk, that is responsible for the oversight of reputational risk. Such committees’ oversight includes providing approval for business activities that present elevated levels of reputational risks.
Complex Accounting Estimates
Our significant accounting principles, as described in Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements, are essential in understanding the Management's Discussion and Analysis of Financial Condition and Results of Operations (MD&A). Many of our significant accounting principles require complex judgments to estimate the values of assets and liabilities. We have procedures and processes in place to facilitate making these judgments.
The more judgmental estimates are summarized in the following discussion. We have identified and described the development of the variables most important in the estimation processes that involve mathematical models to derive the estimates. In many cases, there are numerous alternative judgments that could be used in the process of determining the inputs to the models. Where alternatives exist, we have used the factors that we believe represent the most reasonable value in developing the inputs. Actual performance that differs from our estimates of the key variables could materially impact our results of operations. Separate from the possible future impact to our results of operations from input and model variables, the value of our lending portfolio and market-sensitive assets and liabilities may change subsequent to the balance sheet date, often significantly, due to the nature and magnitude of future credit and market conditions. Such credit and market conditions may change quickly and in unforeseen ways and the resulting volatility could have a significant, negative effect on future operating results. These fluctuations would not be indicative of deficiencies in our models or inputs.
Allowance for Credit Losses
The allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, represents management’s estimate of probable incurred credit losses inherent in the Corporation’s loan and lease portfolio excluding those loans accounted for under the fair value option. The allowance for credit losses includes both quantitative and qualitative components. The qualitative component has a higher degree of management subjectivity, and includes factors such as concentrations, economic conditions and other considerations. Our process for determining the allowance for credit losses is discussed in Note 1 – Summary of Significant Accounting Principlesto the Consolidated Financial Statements.
Our estimate for the allowance for loan and lease losses is sensitive to the loss rates and expected cash flows from our Consumer Real Estate and Credit Card and Other Consumer portfolio segments, as well as our U.S. small business commercial card portfolio within the Commercial portfolio segment. For each one-percent increase in the loss rates on loans collectively evaluated for impairment in our Consumer Real Estate portfolio segment, excluding PCI loans, coupled with a one-percent decrease in the discounted cash flows on those loans individually evaluated for impairment within this portfolio segment, the allowance for loan and lease losses at December 31, 20172018 would have increased $36$24 million. We subject our PCI portfolio to stress

77Bank of America 2018






scenarios to evaluate the potential impact given certain events. A one-percent decrease in the expected cash flows couldwould result in a $99$41 million impairment of the portfolio. Within our Credit Card and Other Consumer portfolio segment and U.S. small business commercial card portfolio, for each one-percent increase in the loss rates on loans collectively evaluated for impairment coupled with a one-percent decrease in the expected cash flows on those loans individually evaluated for impairment, the allowance for loan and lease losses at December 31, 20172018 would have increased $41$44 million.
Our allowance for loan and lease losses is sensitive to the risk ratings assigned to loans and leases within the Commercial portfolio segment (excluding the U.S. small business commercial card portfolio). Assuming a downgrade of one level in the internal risk ratings for commercial loans and leases, except loans and leases already risk-ratedclassified as Substandard and Doubtful as defined by regulatory authorities, the allowance for loan and lease losses would have increased $2.6$2.5 billion at December 31, 2017.2018.
The allowance for loan and lease losses as a percentage of total loans and leases at December 31, 20172018 was 1.121.02 percent and these hypothetical increases in the allowance would raise the ratio to 1.411.30 percent.
These sensitivity analyses do not represent management’s expectations of the deterioration in risk ratings or the increases in loss rates but are provided as hypothetical scenarios to assess the sensitivity of the allowance for loan and lease losses to changes in key inputs. We believe the risk ratings and loss severities currently in use are appropriate and that the probability of the alternative scenarios outlined above occurring within a short period of time is remote.
The process of determining the level of the allowance for credit losses requires a high degree of judgment. It is possible that others, given the same information, may at any point in time reach different reasonable conclusions.


Bank of America 201784


Fair Value of Financial Instruments
We are, underUnder applicable accounting standards, we are required to maximize the use of observable inputs and minimize the use of unobservable inputs in measuring fair value. We classify fair value measurements of financial instruments and MSRs based on the three-level fair value hierarchy in the accounting standards.
The fair values of assets and liabilities may include adjustments, such as market liquidity and credit quality, where appropriate. Valuations of products using models or other techniques are sensitive to assumptions used for the significant inputs. Where market data is available, the inputs used for valuation reflect that information as of our valuation date. Inputs to valuation models are considered unobservable if they are supported by little or no market activity. In periods of extreme volatility, lessened liquidity or in illiquid markets, there may be more variability in market pricing or a lack of market data to use in the valuation process. In keeping with the prudent application of estimates and management judgment in determining the fair value of assets and liabilities, we have in place various processes and controls that include: a model validation policy that requires review and approval of quantitative models used for deal pricing, financial statement fair value determination and risk quantification; a trading product valuation policy that requires verification of all traded product valuations; and a periodic review and substantiation of daily profit and loss reporting for all traded products. Primarily through validation controls, we utilize both broker and pricing service inputs which can and do include both market-observable and internally-modeled values and/or valuation inputs. Our reliance on this information is affected by our understanding of how the broker and/or pricing service develops
its data with a higher degree of reliance applied to those that are more directly observable and lesser reliance applied to those developed through their own internal modeling. Similarly,For example, broker quotes that are executable are given a higher level of reliance thanin less active markets may only be indicative broker quotes, which are not executable.and therefore less reliable. These processes and controls are performed independently of the business. For moreadditional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option to the Consolidated Financial Statements.
Level 3 Assets and Liabilities
Financial assets and liabilities, and MSRs, where values are based on valuation techniques that require inputs that are both unobservable and are significant to the overall fair value measurement are classified as Level 3 under the fair value hierarchy established in applicable accounting standards. The fair value of these Level 3 financial assets and liabilities and MSRs is determined using pricing models, discounted cash flow methodologies or similar techniques for which the determination of fair value requires significant management judgment or estimation. Total recurring Level 3 assets were $12.9 billion, or 0.57 percent of total assets, and total recurring Level 3 liabilities were $7.7 billion, or 0.38 percent of total liabilities, at December 31, 2017 compared to $14.5 billion or 0.66 percent and $7.2 billion or 0.37 percent at December 31, 2016.
Level 3 financial instruments may be hedged with derivatives classified as Level 1 or 2; therefore, gains or losses associated with Level 3 financial instruments may be offset by gains or losses associated with financial instruments classified in other levels of the fair value hierarchy. The Level 3 gains and losses recorded in earnings did not have a significant impact on our liquidity or capital. We conduct a review of our fair value hierarchy classifications on a quarterly basis. Transfers into or out of Level 3 are made if the significant inputs used in the financial models
measuring the fair values of the assets and liabilities became unobservable or observable, respectively, in the current marketplace. These transfers are considered to be effective as of the beginning of the quarter in which they occur. For more information on the significant transfers into and out of Level 3 during 2018, 2017 and 2016, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements.
Accrued Income Taxes and Deferred Tax Assets
Accrued income taxes, reported as a component of either other assets or accrued expenses and other liabilities on the Consolidated Balance Sheet, represent the net amount of current income taxes we expect to pay to or receive from various taxing jurisdictions attributable to our operations to date. We currently file income tax returns in more than 100 federal, state and non-U.S. jurisdictions and consider many factors, including statutory, judicial and regulatory guidance, in estimating the appropriate accrued income taxes for each jurisdiction.
Net deferred tax assets, reported as a component of other assets on the Consolidated Balance Sheet, represent the net decrease in taxes expected to be paid in the future because of net operating loss (NOL) and tax credit carryforwards and because of future reversals of temporary differences in the bases of assets and liabilities as measured by tax laws and their bases as reported in the financial statements. NOL and tax credit carryforwards result in reductions to future tax liabilities, and many of these attributes can expire if not utilized within certain periods. We consider the need for valuation allowances to reduce net deferred tax assets to the amounts that we estimate are more-likely-than-notmore likely than not to be realized.
Consistent with the applicable accounting standards,guidance, we monitor relevant tax authorities and change our estimates of accrued income taxes and/or net deferred tax assets due to changes in income tax laws and their interpretation by the courts and regulatory authorities. These revisions of our estimates, which also may result from our income tax planning and from the resolution of income tax audit matters, may be material to our operating results for any given period.
On December 22, 2017, the President signed into law the Tax Act which made significant changes to federal income tax law including, among other things, reducing the statutory corporate income tax rate to 21 percent from 35 percent and changing the taxation of our non-U.S. business activities. On that same date, the SEC issued Staff Accounting Bulletin No. 118, which specifies, among other things, that reasonable estimates of the income tax effects of the Tax Act should be used, if determinable. We have accounted for the effects of the Tax Act using reasonable estimates based on currently available information and our interpretations thereof. This accounting may change due to, among other things, changes in interpretations we have made and the issuance of new tax or accounting guidance.

Bank of America 2018 78


See Note 19 – Income Taxesto the Consolidated Financial Statements for a table of significant tax attributes and additional information. For more information, see page 13 under Item 1A. Risk Factors - Regulatory, Compliance and Legal.
Goodwill and Intangible Assets
The nature of and accounting for goodwill and intangible assets are discussed in Note 1 – Summary of Significant Accounting Principles, and Note 8 – Goodwill and Intangible Assets. Beginning with our annual goodwill impairment test as of June 30, 2018, we conducted a qualitative assessment, rather than a quantitative assessment as previously performed, that is more fully described in Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements. Goodwill is reviewed for potential impairment at the reporting unit level on an annual basis, which for the Corporation is as of June 30, and in interim periods if events or circumstances indicate a potential impairment. A reporting unit is an operating segment or one level below.Statements.

85Bank of America 2017



We completed our annual goodwill impairment test as of June 30, 20172018 for all of our reporting units that had goodwill. In performingWe performed that test we comparedby assessing qualitative factors to determine whether it is more likely than not that the fair value of each reporting unit tois less than its estimatedrespective carrying value as measured by allocated equity, which includes goodwill. To determine fair value, we utilized a combination of valuation techniques, consistent withvalue. Factors considered in the qualitative assessments include, among other things, macroeconomic conditions, industry and market approach and the income approach, and also utilized independent valuation specialists.
Under the market approach we estimated the fair valueconsiderations, financial performance of the individual reporting units utilizing various market multiples from comparable publicly-traded companies in industries similar to therespective reporting unit including the application of a control premium of 30 percent, based upon observed comparable premiums paid for change-in-control transactions for financial institutions.
Under the income approach, we estimated the fair value of the individual reporting unitsand other relevant entity- and reporting-unit specific considerations. If based on the net present value of estimated future cash flows, utilizing internal forecasts, and an appropriate terminal value. Discount rates used ranged from 8.9 to 13.3 percent and were derived from a capital asset pricing model (i.e., cost of equity financing) that we believe adequately reflects the risk and uncertainty specifically in our internally-developed forecasts, the financial markets generally and industries similar to eachresults of the reporting units. Cumulative average growth rates developed by management for revenues and expenses in each reporting unit ranged from zero to 5.1 percent.
A prolonged decrease in a particular assumption could eventually lead toqualitative assessment, it is more likely than not that the fair value of a reporting unit beingis less than its carrying value.value, a quantitative assessment is performed.
Based on the results of the test,our qualitative assessments, we determined that thefor each reporting unit with goodwill, it was more likely than not that its respective fair value exceeded theits carrying value, for all reporting units that had goodwill, indicating there was no impairment. For more information regarding goodwill balances at June 30, 2018, see Note 8 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
Representations and Warranties Liability
The methodology used to estimate the liability for obligations under representations and warranties related to transfers of residential mortgage loans is a function of the type of representations and warranties provided in the sales contracts and considers among other things, the repurchase experience implied in prior settlements, and adjusts the experience implied by those prior settlementsa variety of factors. These factors, which incorporate judgment, are subject to change based on the characteristics of those trusts where the Corporation has a continuing possibility of timely claims. Theour specific experience. Our experience in negotiating settlements with trustees and other counterparties is an important input in determining our estimate of the liability for obligations under representationsliability. We also consider actual defaults, estimated future defaults, historical loss experience, estimated home prices and warranties is based upon currently available information, significant judgment, and a number of factors, including those set forth above, that are subject to change.other economic conditions. Changes to any one of these factors could significantly impact the estimate of our liability.
The representations and warranties provision may vary significantly each period as the methodology used to estimate the expense continues to be refined. The estimate of the liability for representations and warranties is sensitive to future defaults, loss severity and the net repurchase rate. An assumed simultaneous increase or decrease of 10 percent in estimated future defaults, loss severity and the net repurchase rate would result in an increase of approximately $250 million or decrease of approximately $200 million in the representations and warranties liability as of December 31, 2017.2018. These sensitivities are hypothetical and are intended to provide an indication of the impact of a significant change in these key assumptions on the representations and warranties liability. In reality, changes in one assumption may result in changes in other assumptions, which may or may not counteract the sensitivity.
For more information on representations and warranties exposure, and the corresponding estimated range of possible loss, see Off-Balance Sheet Arrangements and Contractual Obligations – Representations and Warranties on page 40, as well as Note 7 – Representations and Warranties Obligations and Corporate Guarantees and Note 12 – Commitments and Contingenciesto the Consolidated Financial Statements.Statements.

 
20162017 Compared to 20152016
The following discussion and analysis provide a comparison of our results of operations for 20162017 and 2015.2016. This discussion should be read in conjunction with the Consolidated Financial Statements and related Notes.
Overview
Net Income
Net income was $18.2 billion, or $1.56 per diluted share in 2017 compared to $17.8 billion, or $1.49 per diluted share in 2016 compared to $15.9 billion, or $1.31 per diluted share in 2015.2016. The results for 20162017 included a charge of $2.9 billion related to the Tax Act. The pretax results for 2017 compared to 20152016 were driven by higher revenue, largely the result of an increase in net interest income, and lower noninterest expense, partially offset byprovision for credit losses and a decline in noninterest income and higher provision for credit losses.expense.
Net Interest Income
Net interest income increased $2.1$3.6 billion to $41.1$44.7 billion in 20162017 compared to 2015. The net2016. Net interest yield on an FTE basis increased seven12 bps to 2.212.37 percent for 2016.2017. These increases were primarily driven by growth in commercial loans, the impact ofbenefits from higher short-end interest rates and increased debt securities balances, as well as a charge of $612 million in 2015 related to the redemption of certain trust preferred securities,loan and deposit growth, partially offset by lower loan spreads and market-related hedge ineffectiveness.the sale of the non-U.S. consumer credit card business in the second quarter of 2017.
Noninterest Income
Noninterest income decreased $1.4 billionincreased $80 million to $42.6$42.7 billion in 20162017 compared to 2015.2016. The following highlights the significant changes.
Service charges increased $257$180 million primarily due todriven by the impact of pricing strategies and higher treasury-relatedtreasury services related revenue.
Investment and brokerage services income decreased $592increased $487 million primarily driven by lower transactional revenue,the impact of AUM flows and decreased asset management fees due to lowerhigher market valuations, partially offset by the impact of higher long-termchanging market dynamics on transactional revenue and AUM flows.pricing.
Investment banking income decreased $331increased $770 million driven by lowerprimarily due to higher advisory fees and higher debt and equity issuance fees and advisory fees due to a decline in market fee pools.fees.
Trading account profits increased $429$375 million primarily due to a stronger performance across credit products led by mortgages, and continued strengthincreased client financing activity in rates products,equities, partially offset by reduced client activity in equities.
Mortgage banking income decreased $511 million primarily driven by a decline in production income, higher representations and warranties provision and lower servicing income, partially offset by more favorable MSR results, net of the related hedge performance.
Gains on sales of debt securities decreased $648 million primarily driven by lower sales volume.weaker performance across most fixed-income products.
Other income increased $102 milliondecreased $1.8 billion primarily due to lower DVA lossesmortgage banking income, with declines in both MSR results and production. Included in 2017 was a $793 million pretax gain recognized in connection with the sale of the non-U.S. consumer credit card business and a downward valuation adjustment of $946 million on structured liabilities, improved results from loans andtax-advantaged energy investments in connection with the related hedging activities in the fair value option portfolio and lower payment protection insurance expense, partially offset by lower gains on asset sales. DVA losses related to structured liabilities were $97 million in 2015 compared to $633 million in 2015.Tax Act.
Provision for Credit Losses
The provision for credit losses increased $436decreased $201 million to $3.6$3.4 billion for 20162017 compared to 2015. The provision for credit losses was $224 million lower than net charge-offs for 2016 resulting in a reduction in the allowance for credit losses. This compared to a reduction of $1.2 billion in the allowance for credit losses in 2015.

Bank of America 201786


The provision for credit losses for the consumer portfolio increased $360 million to $2.6 billion in 2016 compared to 2015primarily due to a slower pace of credit quality improvement. Includedreductions in the provision is a benefit of $45 million related to the PCI loan portfolio for 2016 compared to a benefit of $40 millionenergy exposures in 2015. The provision for credit losses for the commercial portfolio including unfunded lending commitments, increased $76 million to $1.0 billion in 2016 compared to 2015 driven by an increase in energy sector reservesand credit quality improvements in the first half of 2016 for the higher risk energy sub-sectors. While we experienced some deteriorationconsumer real estate portfolio. This was partially offset by portfolio seasoning and loan growth in the energy sector in 2016, oil prices stabilized which contributed toU.S. credit card portfolio and a modest improvement in energy-related exposure by year end.single-name non-U.S. commercial charge-off.
Noninterest Expense
Noninterest expense decreased $2.5 billion$340 million to $55.1$54.7 billion for 20162017 compared to 2015. Personnel expense decreased $1.0 billion as we continued to manage headcount and achieve cost savings. Continued expense management, as well as the expiration of advisor retention awards, more than offset the increases in client-facing professionals. Professional fees decreased $293 million2016. The decrease was primarily due to lower legal fees. Other general operating expense decreased $655 million primarily driven by lower foreclosed properties expensecosts, a reduction from the sale of the non-U.S. consumer credit card business and lower brokerage fees,litigation expense, partially offset by higher FDIC expense.a $316 million impairment charge related to certain data centers that were in the process of being sold and

79Bank of America 2018






$145 million for the shared success discretionary year-end bonus awarded to certain employees.
Income Tax Expense
The incomeTax expense for 2017 included a charge of $1.9 billion reflecting the impact of the Tax Act. Other than the impact of the Tax Act, the effective tax rate for 2017 was driven by our recurring tax preference benefits as well as an expense was $7.2 billion on pretax incomerecognized in connection with the sale of $25.0 billion in 2016 comparedthe non-U.S. consumer credit card business, largely offset by benefits related to the adoption of the new accounting standard for the tax expenseimpact associated with share-based compensation, and the restructuring of $6.3 billion on pre-tax income of $22.2 billion in 2015.certain subsidiaries. The effective tax rate for 2016 was 28.8 percent and was driven by our recurring tax preferences and net tax benefits related to various tax audit matters, partially offset by a $348 million charge for the impact of the U.K. tax law changes discussed below. The effective tax rate for 2015 was 28.3 percent and was driven by our recurring tax preferences and by tax benefits related to certain non-U.S. restructurings, partially offset by a charge for the impact of the U.K. tax law change enacted in 2015. The charge recorded in both years for the reduction in the U.K. corporate income tax rate was the result of remeasuring our U.K. net deferred tax assets using the lower tax rate.2016.
Business Segment Operations
Consumer Banking
Net income for Consumer Banking increased $523 million$1.0 billion to $7.2$8.2 billion in 20162017 compared to 20152016 primarily driven by lower noninterest expense and higher revenue,net interest income, partially offset by higher provision for credit losses.losses and lower mortgage banking income which is included in other noninterest income. Net interest income increased $862 million$3.0 billion to $21.3$24.3 billion primarily due to the beneficial impact of an increase in investable assets as a result of higher deposits.deposits, as well as pricing discipline and loan growth. Noninterest income decreased $650$227 million to $10.4$10.2 billion due todriven by lower mortgage banking income, partially offset by higher card income and gains in 2015 on certain divestitures.service charges. The provision for credit losses increased $369$810 million to $2.7$3.5 billion in 2016 primarily driven by a slower pace of improvementdue to portfolio seasoning and loan growth in the U.S. credit card portfolio. Noninterest expense decreased $1.1 billionincreased $131 million to $17.7$17.8 billion driven by improved operating efficiencieshigher personnel expense, including the shared success discretionary year-end bonus, and lower fraud costs,increased FDIC expense, as well as investments in digital capabilities and business growth. These increases were partially offset by higher FDIC expense.improved operating efficiencies.
Global Wealth & Investment Management
Net income for GWIM increased $205$312 million to $2.8$3.1 billion in 20162017 compared to 2015 driven by a decrease in noninterest expense,2016 due to higher revenue, partially offset by a decreasean increase in revenue.noninterest expense. Net interest income increased $232$414 million to $5.8$6.2 billion driven by the impact
of growth in loan and deposit balances.higher short-term interest rates. Noninterest income, which primarily includes investment and brokerage services income, decreased $616increased $526 million to $11.9$12.4 billion. The declineincrease in noninterest income was driven by lower transactional revenuethe impact of AUM flows and decreased asset management fees primarily due to lowerhigher market valuations, in 2016, partially offset by the impact of long-termchanging market dynamics on transactional revenue and AUM flows.pricing. Noninterest expense decreased $763 million to $13.2 billion primarily due to the expiration of advisor retention awards, lower revenue-related incentives and lower operating and support costs, partially offset by higher FDIC expense.
Global Banking
Net income for Global Banking increased $390 million to $5.7$13.6 billion primarily driven by higher revenue-related incentive costs.
Global Banking
Net income for Global Banking increased $1.2 billion to $7.0 billion in2017compared to2016 driven byhigherrevenueandlower
provision for credit losses. Revenue increased $1.6 billion to $20.0 billion driven by higher net interest income and noninterest income. Net interest income increased $1.0 billion to $10.5 billion due to loan and deposit-related growth, higher short-term rates on an increased deposit base and the impact of the allocation of ALM activities, partially offset by credit spread compression. Noninterest income increased $521 million to $9.5 billion largely due to higher investment banking fees. The provision for credit lossesdecreased$671millionto$212 millionin2017primarily driven by reductions in energy exposures and continued portfolio improvement, partially offset by Global Banking’s portion of a 2017 single-name non-U.S. commercial charge-off. Noninterest expense increased $110 million to $8.6 billion in 20162017 primarily driven by higher investments in technology and higher deposit insurance, partially offset by lower litigation costs.
Global Markets
Net income for Global Markets decreased $524 million to $3.3 billion in 2017 compared to 2015 as2016. Net DVA losses were $428 million compared to losses of $238 million in 2016. Excluding net DVA, net income decreased $405 million to $3.6 billion primarily driven by higher noninterest expense, lower sales and trading revenue more than offsetand an increase in the provision for credit losses. Revenue increased $824 million to $18.4 billion in 2016 compared to 2015 driven by higher net interest income, which increased $227 million to $9.5 billion driven by the impact of growth in loans and leases and higher deposits. Noninterest income increased $597 million to $9.0 billion primarily due to the impact from loans and the related loan hedging activities in the fair value option portfolio and higher treasury-related revenues,losses, partially offset by lowerhigher investment banking fees. The provision for credit losses increased $197 million to $883 million in 2016 driven by increases in energy-related reserves as well as loan growth. Noninterest expense of $8.5 billion remained relatively unchanged in 2016 as investments in client-facing professionals in Commercial and Business Banking, higher severance costs and an increase in FDIC expense were largely offset by lower operating and support costs.
Global Markets
Net income for Global Markets increased $1.4 billion to $3.8 billion in 2016 compared to 2015. Net DVA losses were $238 million compared to losses of $786 million in 2015. Excluding net DVA, net income increased $1.1 billion to $4.0 billion in 2016 compared to 2015 primarily driven by higher sales and trading revenue and lower noninterest expense, partially offset by lower investment banking fees and investment and brokerage services revenue. Sales and trading revenue, excluding net DVA, increased $638decreased $423 million primarily due to weaker performance in rates products and emerging markets. The provision for credit losses increased $133 million to $164 million in 2017, reflecting Global Markets’ portion of a stronger performance globally across credit products led by mortgagessingle-name non-U.S. commercial charge-off. Noninterest expense increased $560 million to $10.7 billion primarily due to higher litigation expense and continued strengthinvestments in rates products. technology.
All Other
The increase wasnet loss for All Other increased $1.6 billion to a net loss of $3.3 billion, driven by a charge of $2.9 billion due to enactment of the Tax Act. The pretax loss for 2017 compared to 2016 decreased $523 million reflecting lower noninterest expense and a larger benefit in the provision for credit losses, partially offset by challenging credit market conditionsa decline in early 2016 as well as reduced client activity in equities, most notably in Asia, and a less favorable trading environment for equity derivatives. Noninterest expense decreased $1.2 billion to $10.2revenue. Revenue declined $1.5 billion primarily due to lower litigation expensemortgage banking income. All other noninterest loss decreased marginally and lower revenue-related expenses.
All Other
The net loss for All Other increased $601included a pretax gain of $793 million to $1.7 billion in 2016 primarily due to lower gains on the sale of debt securities, lower mortgage banking income, lower gainsthe non-U.S. credit card business and a downward valuation adjustment of $946 million on sales of consumer real estate loans and an increasetax-advantaged energy investments in noninterest expense, partially offset by an improvement inconnection with the provision for credit losses. Mortgage banking income decreased $133 million primarily due to higher representations and warranties provision, partially offset by more favorable net MSR results. Gains on the sales of loans were $232 million in 2016 compared to gains of $1.0 billion in 2015. Tax Act.
The benefit in the provision for credit losses improved $79increased $461 million to a benefit of $100$561 million in 2016 primarily driven by lowercontinued runoff of the non-core portfolio, loan sale recoveries and lease balances from continued run-offthe sale of non-corethe non-U.S. consumer real estate loans. credit card business.
Noninterest expense increased $486 milliondecreased $1.5 billion to $5.6$4.1 billion driven by lower litigation expense.expense, lower personnel expense and a decline in non-core mortgage servicing costs.
The income tax benefit was $1.0 billion in 2017 compared to a benefit of $3.1 billion in 2016. The decrease in the tax benefit was driven by the impacts of the Tax Act. Both periods include income tax benefit adjustments to eliminate the FTE treatment of certain tax credits recorded in Global Banking.



87Bank of America 2017



Non-GAAP Reconciliations
Tables 54 and 55 provide reconciliations of certain non-GAAP financial measures to GAAP financial measures.
           
Table 54
Five-year Reconciliations to GAAP Financial Measures (1)
           
(Dollars in millions, shares in thousands)2017 2016 2015 2014 2013
Reconciliation of net interest income to net interest income on a fully taxable-equivalent basis 
  
  
  
  
Net interest income$44,667
 $41,096
 $38,958
 $40,779
 $40,719
Fully taxable-equivalent adjustment925
 900
 889
 851
 859
Net interest income on a fully taxable-equivalent basis$45,592
 $41,996
 $39,847
 $41,630
 $41,578
Reconciliation of total revenue, net of interest expense to total revenue, net of interest expense on a fully taxable-equivalent basis 
  
  
  
  
Total revenue, net of interest expense$87,352
 $83,701
 $82,965
 $85,894
 $87,502
Fully taxable-equivalent adjustment925
 900
 889
 851
 859
Total revenue, net of interest expense on a fully taxable-equivalent basis$88,277
 $84,601
 $83,854
 $86,745
 $88,361
Reconciliation of income tax expense to income tax expense on a fully taxable-equivalent basis 
  
  
  
  
Income tax expense$10,981
 $7,199
 $6,277
 $2,443
 $4,194
Fully taxable-equivalent adjustment925
 900
 889
 851
 859
Income tax expense on a fully taxable-equivalent basis$11,906
 $8,099
 $7,166
 $3,294
 $5,053
Reconciliation of average common shareholders’ equity to average tangible common shareholders’ equity 
  
  
  
  
Common shareholders’ equity$247,101
 $241,187
 $229,576
 $222,907
 $218,340
Goodwill(69,286) (69,750) (69,772) (69,809) (69,910)
Intangible assets (excluding MSRs)(2,652) (3,382) (4,201) (5,109) (6,132)
Related deferred tax liabilities1,463
 1,644
 1,852
 2,090
 2,328
Tangible common shareholders’ equity$176,626
 $169,699
 $157,455
 $150,079
 $144,626
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity 
  
  
  
  
Shareholders’ equity$271,289
 $265,843
 $251,384
 $238,317
 $233,819
Goodwill(69,286) (69,750) (69,772) (69,809) (69,910)
Intangible assets (excluding MSRs)(2,652) (3,382) (4,201) (5,109) (6,132)
Related deferred tax liabilities1,463
 1,644
 1,852
 2,090
 2,328
Tangible shareholders’ equity$200,814
 $194,355
 $179,263
 $165,489
 $160,105
Reconciliation of year-end common shareholders’ equity to year-end tangible common shareholders’ equity 
  
  
  
  
Common shareholders’ equity$244,823
 $240,975
 $233,343
 $224,167
 $219,124
Goodwill(68,951) (69,744) (69,761) (69,777) (69,844)
Intangible assets (excluding MSRs)(2,312) (2,989) (3,768) (4,612) (5,574)
Related deferred tax liabilities943
 1,545
 1,716
 1,960
 2,166
Tangible common shareholders’ equity$174,503
 $169,787
 $161,530
 $151,738
 $145,872
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity 
  
  
  
  
Shareholders’ equity$267,146
 $266,195
 $255,615
 $243,476
 $232,475
Goodwill(68,951) (69,744) (69,761) (69,777) (69,844)
Intangible assets (excluding MSRs)(2,312) (2,989) (3,768) (4,612) (5,574)
Related deferred tax liabilities943
 1,545
 1,716
 1,960
 2,166
Tangible shareholders’ equity$196,826
 $195,007
 $183,802
 $171,047
 $159,223
Reconciliation of year-end assets to year-end tangible assets 
  
  
  
  
Assets$2,281,234
 $2,188,067
 $2,144,606
 $2,104,539
 $2,102,064
Goodwill(68,951) (69,744) (69,761) (69,777) (69,844)
Intangible assets (excluding MSRs)(2,312) (2,989) (3,768) (4,612) (5,574)
Related deferred tax liabilities943
 1,545
 1,716
 1,960
 2,166
Tangible assets$2,210,914
 $2,116,879
 $2,072,793
 $2,032,110
 $2,028,812
(1)
Presents reconciliations of non-GAAP financial measures to GAAP financial measures. We believe the use of these non-GAAP financial measures provides additional clarity in assessing the results of the Corporation. Other companies may define or calculate these measures differently. For more information on non-GAAP financial measures and ratios we use in assessing the results of the Corporation, see Supplemental Financial Data on page 27.


  
Bank of America 2017882018 80


                 
Table 55
Quarterly Reconciliations to GAAP Financial Measures (1)
                 
  2017 Quarters 2016 Quarters
(Dollars in millions)Fourth Third Second First Fourth Third Second First
Reconciliation of net interest income to net interest income on a fully taxable-equivalent basis 
  
  
  
  
  
  
  
Net interest income$11,462
 $11,161
 $10,986
 $11,058
 $10,292
 $10,201
 $10,118
 $10,485
Fully taxable-equivalent adjustment251
 240
 237
 197
 234
 228
 223
 215
Net interest income on a fully taxable-equivalent basis$11,713
 $11,401
 $11,223
 $11,255
 $10,526
 $10,429
 $10,341
 $10,700
Reconciliation of total revenue, net of interest expense to total revenue, net of interest expense on a fully taxable-equivalent basis 
  
  
  
  
  
  
  
Total revenue, net of interest expense$20,436
 $21,839
 $22,829
 $22,248
 $19,990
 $21,635
 $21,286
 $20,790
Fully taxable-equivalent adjustment251
 240
 237
 197
 234
 228
 223
 215
Total revenue, net of interest expense on a fully taxable-equivalent basis$20,687
 $22,079
 $23,066
 $22,445
 $20,224
 $21,863
 $21,509
 $21,005
Reconciliation of income tax expense to income tax expense on a fully taxable-equivalent basis 
  
  
  
  
  
  
  
Income tax expense$3,796
 $2,187
 $3,015
 $1,983
 $1,268
 $2,257
 $1,943
 $1,731
Fully taxable-equivalent adjustment251
 240
 237
 197
 234
 228
 223
 215
Income tax expense on a fully taxable-equivalent basis$4,047
 $2,427
 $3,252
 $2,180
 $1,502
 $2,485
 $2,166
 $1,946
Reconciliation of average common shareholders’ equity to average tangible common shareholders’ equity 
  
  
  
  
  
  
  
Common shareholders’ equity$250,838
 $249,214
 $245,756
 $242,480
 $244,519
 $243,220
 $240,078
 $236,871
Goodwill(68,954) (68,969) (69,489) (69,744) (69,745) (69,744) (69,751) (69,761)
Intangible assets (excluding MSRs)(2,399) (2,549) (2,743) (2,923) (3,091) (3,276) (3,480) (3,687)
Related deferred tax liabilities1,344
 1,465
 1,506
 1,539
 1,580
 1,628
 1,662
 1,707
Tangible common shareholders’ equity$180,829
 $179,161
 $175,030
 $171,352
 $173,263
 $171,828
 $168,509
 $165,130
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity 
  
  
  
  
  
  
  
Shareholders’ equity$273,162
 $273,238
 $270,977
 $267,700
 $269,739
 $268,440
 $265,056
 $260,065
Goodwill(68,954) (68,969) (69,489) (69,744) (69,745) (69,744) (69,751) (69,761)
Intangible assets (excluding MSRs)(2,399) (2,549) (2,743) (2,923) (3,091) (3,276) (3,480) (3,687)
Related deferred tax liabilities1,344
 1,465
 1,506
 1,539
 1,580
 1,628
 1,662
 1,707
Tangible shareholders’ equity$203,153
 $203,185
 $200,251
 $196,572
 $198,483
 $197,048
 $193,487
 $188,324
Reconciliation of period-end common shareholders’ equity to period-end tangible common shareholders’ equity 
  
  
  
  
  
  
  
Common shareholders’ equity$244,823
 $249,646
 $245,440
 $242,770
 $240,975
 $244,379
 $241,884
 $238,501
Goodwill(68,951) (68,968) (68,969) (69,744) (69,744) (69,744) (69,744) (69,761)
Intangible assets (excluding MSRs)(2,312) (2,459) (2,610) (2,827) (2,989) (3,168) (3,352) (3,578)
Related deferred tax liabilities943
 1,435
 1,471
 1,513
 1,545
 1,588
 1,637
 1,667
Tangible common shareholders’ equity$174,503
 $179,654
 $175,332
 $171,712
 $169,787
 $173,055
 $170,425
 $166,829
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity 
  
  
  
  
  
  
  
Shareholders’ equity$267,146
 $271,969
 $270,660
 $267,990
 $266,195
 $269,600
 $267,104
 $262,843
Goodwill(68,951) (68,968) (68,969) (69,744) (69,744) (69,744) (69,744) (69,761)
Intangible assets (excluding MSRs)(2,312) (2,459) (2,610) (2,827) (2,989) (3,168) (3,352) (3,578)
Related deferred tax liabilities943
 1,435
 1,471
 1,513
 1,545
 1,588
 1,637
 1,667
Tangible shareholders’ equity$196,826
 $201,977
 $200,552
 $196,932
 $195,007
 $198,276
 $195,645
 $191,171
Reconciliation of period-end assets to period-end tangible assets 
  
  
  
  
  
  
  
Assets$2,281,234
 $2,284,174
 $2,254,714
 $2,247,794
 $2,188,067
 $2,195,588
 $2,187,149
 $2,185,818
Goodwill(68,951) (68,968) (68,969) (69,744) (69,744) (69,744) (69,744) (69,761)
Intangible assets (excluding MSRs)(2,312) (2,459) (2,610) (2,827) (2,989) (3,168) (3,352) (3,578)
Related deferred tax liabilities943
 1,435
 1,471
 1,513
 1,545
 1,588
 1,637
 1,667
Tangible assets$2,210,914
 $2,214,182
 $2,184,606
 $2,176,736
 $2,116,879
 $2,124,264
 $2,115,690
 $2,114,146
(1)
Presents reconciliations of non-GAAP financial measures to GAAP financial measures. We believe the use of these non-GAAP financial measures provides additional clarity in assessing the results of the Corporation. Other companies may define or calculate these measures differently. For more information on non-GAAP financial measures and ratios we use in assessing the results of the Corporation, see Supplemental Financial Data on page 27.

89Bank of America 2017



Statistical Tables


                   
Table I Outstanding Loans and Leases
Table IOutstanding Loans and Leases
                   
December 31 December 31
(Dollars in millions)2017 2016 2015 2014 2013(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Consumer 
  
  
  
  
Residential mortgage (1)
$203,811
 $191,797
 $187,911
 $216,197
 $248,066
$208,557
 $203,811
 $191,797
 $187,911
 $216,197
Home equity57,744
 66,443
 75,948
 85,725
 93,672
Home equity48,286
 57,744
 66,443
 75,948
 85,725
U.S. credit card96,285
 92,278
 89,602
 91,879
 92,338
U.S. credit card98,338
 96,285
 92,278
 89,602
 91,879
Non-U.S. credit card
 9,214
 9,975
 10,465
 11,541
Non-U.S. credit card
 
 9,214
 9,975
 10,465
Direct/Indirect consumer (2)(1)
93,830
 94,089
 88,795
 80,381
 82,192
91,166
 96,342
 95,962
 90,149
 81,386
Other consumer (3)(2)
2,678
 2,499
 2,067
 1,846
 1,977
202
 166
 626
 713
 841
Total consumer loans excluding loans accounted for under the fair value option454,348
 456,320
 454,298
 486,493
 529,786
Total consumer loans excluding loans accounted for under the fair value option446,549
 454,348
 456,320
 454,298
 486,493
Consumer loans accounted for under the fair value option (4)(3)
928
 1,051
 1,871
 2,077
 2,164
682
 928
 1,051
 1,871
 2,077
Total consumer455,276
 457,371
 456,169
 488,570
 531,950
Total consumer447,231
 455,276
 457,371
 456,169
 488,570
Commercial         Commercial         
U.S. commercial (5)
298,485
 283,365
 265,647
 233,586
 225,851
299,277
 284,836
 270,372
 252,771
 220,293
Non-U.S. commercial97,792
 89,397
 91,549
 80,083
 89,462
Non-U.S. commercial98,776
 97,792
 89,397
 91,549
 80,083
Commercial real estate (6)(4)
58,298
 57,355
 57,199
 47,682
 47,893
60,845
 58,298
 57,355
 57,199
 47,682
Commercial lease financing22,116
 22,375
 21,352
 19,579
 25,199
Commercial lease financing22,534
 22,116
 22,375
 21,352
 19,579
 481,432
 463,042
 439,499
 422,871
 367,637
U.S. small business commercial (5)
U.S. small business commercial (5)
14,565
 13,649
 12,993
 12,876
 13,293
Total commercial loans excluding loans accounted for under the fair value option476,691
 452,492
 435,747
 380,930
 388,405
Total commercial loans excluding loans accounted for under the fair value option495,997
 476,691
 452,492
 435,747
 380,930
Commercial loans accounted for under the fair value option (4)
4,782
 6,034
 5,067
 6,604
 7,878
Commercial loans accounted for under the fair value option (3)
Commercial loans accounted for under the fair value option (3)
3,667
 4,782
 6,034
 5,067
 6,604
Total commercial481,473
 458,526
 440,814
 387,534
 396,283
Total commercial499,664
 481,473
 458,526
 440,814
 387,534
Less: Loans of business held for sale (7)

 (9,214) 
 
 
Less: Loans of business held for sale (6)
Less: Loans of business held for sale (6)

 
 (9,214) 
 
Total loans and leases$936,749
 $906,683
 $896,983
 $876,104
 $928,233
Total loans and leases$946,895
 $936,749
 $906,683
 $896,983
 $876,104
(1) 
Includes pay optionauto and specialty lending loans and leases of $50.1 billion, $52.4 billion, $50.7 billion, $43.9 billion and $38.7 billion, unsecured consumer lending loans of $1.4 billion383 million, $1.8 billion469 million, $2.3 billion585 million, $3.2 billion886 million and $4.41.5 billion, U.S. securities-based lending loans of $37.0 billion, $39.8 billion, $40.1 billion, $39.8 billion and $35.8 billion, non-U.S. consumer loans of $2.9 billion, $3.0 billion, $3.0 billion, $3.9 billion and $4.0 billion, student loans of $0, $0, $497 million, $564 million and $632 million, and other consumer loans of $746 million, $684 million, $1.1 billion, $1.0 billion and $761 million at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively. The Corporation no longer originates pay option loans.
(2) 
Includes autoSubstantially all of other consumer at December 31, 2018 and specialty lending2017 is consumer overdrafts. Other consumer at December 31, 2016, 2015 and 2014 also includes consumer finance loans of $49.9 billion465 million, $48.9 billion, $42.6 billion, $37.7 billion and $38.5 billion, unsecured consumer lending loans of $469 million, $585 million, $886 million, $1.5 billion and $2.7 billion, U.S. securities-based lending loans of $39.8 billion, $40.1 billion, $39.8 billion, $35.8 billion and $31.2 billion, non-U.S. consumer loans of $3.0 billion, $3.0 billion, $3.9 billion, $4.0 billion and $4.7 billion, student loans of $0, $497 million, $564 million, $632 million and $4.1 billion, and other consumer loans of $684676 million, $1.1 billion, $1.0 billion, $761 million and $1.0 billion at December 31, 2017, 2016, 2015, 2014 and 2013, respectively.
(3) 
Includes consumer finance loans of $0, $465 million, $564 million, $676 million and $1.2 billion, consumer leases of $2.5 billion, $1.9 billion, $1.4 billion, $1.0 billion and $606 million, and consumer overdrafts of $163 million, $157 million, $146 million, $162 million and $176 million at December 31, 2017, 2016, 2015, 2014 and 2013, respectively.
(4)
Consumer loans accounted for under the fair value option includeswere residential mortgage loans of $336 million, $567 million, $710 million, $1.6 billion, and $1.9 billion and $2.0 billion, and home equity loans of $346 million, $361 million, $341 million, $250 million, and $196 million and $147 million at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively. Commercial loans accounted for under the fair value option includeswere U.S. commercial loans of $2.5 billion, $2.6 billion, $2.9 billion, $2.3 billion, and $1.9 billion and $1.5 billion, and non-U.S. commercial loans of $1.1 billion, $2.2 billion, $3.1 billion, $2.8 billion, and $4.7 billion and $6.4 billion at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(5)(4) 
Includes U.S. small business commercial loans, including card-related products, of $13.6 billion, $13.0 billion, $12.9 billion, $13.3 billion and $13.3 billion at December 31, 2017, 2016, 2015, 2014 and 2013, respectively.
(6)
Includes U.S. commercial real estate loans of $56.6 billion, $54.8 billion, $54.3 billion, $53.6 billion, and $45.2 billion and $46.3 billion, and non-U.S. commercial real estate loans of $4.2 billion, $3.5 billion, $3.1 billion, $3.5 billion, and $2.5 billion and $1.6 billion at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(7)(5) 
Includes card-related products.
(6)
Represents non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet.




81Bank of America 2017902018







                   
Table II Nonperforming Loans, Leases and Foreclosed Properties (1)
Table II
Nonperforming Loans, Leases and Foreclosed Properties (1)
                   
December 31 December 31
(Dollars in millions)2017 2016 2015 2014 2013(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Consumer 
  
  
  
  
Residential mortgage$2,476
 $3,056
 $4,803
 $6,889
 $11,712
Residential mortgage$1,893
 $2,476
 $3,056
 $4,803
 $6,889
Home equity2,644
 2,918
 3,337
 3,901
 4,075
Home equity1,893
 2,644
 2,918
 3,337
 3,901
Direct/Indirect consumer46
 28
 24
 28
 35
Direct/Indirect consumer56
 46
 28
 24
 28
Other consumer
 2
 1
 1
 18
Other consumer
 
 2
 1
 1
Total consumer (2)
5,166
 6,004
 8,165
 10,819
 15,840
Total consumer (2)
3,842
 5,166
 6,004
 8,165
 10,819
Commercial 
  
  
  
  
Commercial 
  
  
  
  
U.S. commercial814
 1,256
 867
 701
 819
U.S. commercial794
 814
 1,256
 867
 701
Non-U.S. commercial299
 279
 158
 1
 64
Non-U.S. commercial80
 299
 279
 158
 1
Commercial real estate112
 72
 93
 321
 322
Commercial real estate156
 112
 72
 93
 321
Commercial lease financing24
 36
 12
 3
 16
Commercial lease financing18
 24
 36
 12
 3
1,249
 1,643
 1,130
 1,026
 1,221
 1,048
 1,249
 1,643
 1,130
 1,026
U.S. small business commercial55
 60
 82
 87
 88
U.S. small business commercial54
 55
 60
 82
 87
Total commercial (3)
1,304
 1,703
 1,212
 1,113
 1,309
Total commercial (3)
1,102
 1,304
 1,703
 1,212
 1,113
Total nonperforming loans and leases6,470
 7,707
 9,377
 11,932
 17,149
Total nonperforming loans and leases4,944
 6,470
 7,707
 9,377
 11,932
Foreclosed properties288
 377
 459
 697
 623
Foreclosed properties300
 288
 377
 459
 697
Total nonperforming loans, leases and foreclosed properties$6,758
 $8,084
 $9,836
 $12,629
 $17,772
Total nonperforming loans, leases and foreclosed properties$5,244
 $6,758
 $8,084
 $9,836
 $12,629
(1) 
Balances do not include PCI loans even though the customer may be contractually past due. PCI loans arewere recorded at fair value upon acquisition and accrete interest income over the remaining life of the loan. In addition, balances do not include foreclosed properties insured by certain government-guaranteed loans, principally FHA-insured loans, that entered foreclosure of $488 million, $801 million, $1.2 billion, $1.4 billion, and $1.1 billion and $1.4 billion at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(2) 
In 20172018, $867625 million in interest income was estimated to be contractually due on $5.23.8 billion of consumer loans and leases classified as nonperforming at December 31, 20172018, as presented in the table above, plus $10.16.8 billion of TDRs classified as performing at December 31, 20172018. Approximately $578388 million of the estimated $867625 million in contractual interest was received and included in interest income for 20172018.
(3) 
In 20172018, $90119 million in interest income was estimated to be contractually due on $1.31.1 billion of commercial loans and leases classified as nonperforming at December 31, 20172018, as presented in the table above, plus $1.11.3 billion of TDRs classified as performing at December 31, 20172018. Approximately $5884 million of the estimated $90119 million in contractual interest was received and included in interest income for 20172018.
                   
Table III Accruing Loans and Leases Past Due 90 Days or More (1)
Table III
Accruing Loans and Leases Past Due 90 Days or More (1)
                   
December 31 December 31
(Dollars in millions)2017 2016 2015 2014 2013(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Consumer 
  
  
  
  
Residential mortgage (2)
$3,230
 $4,793
 $7,150
 $11,407
 $16,961
Residential mortgage (2)
$1,884
 $3,230
 $4,793
 $7,150
 $11,407
U.S. credit card900
 782
 789
 866
 1,053
U.S. credit card994
 900
 782
 789
 866
Non-U.S. credit card
 66
 76
 95
 131
Non-U.S. credit card
 
 66
 76
 95
Direct/Indirect consumer40
 34
 39
 64
 408
Direct/Indirect consumer38
 40
 34
 39
 64
Other consumer
 4
 3
 1
 2
Other consumer
 
 4
 3
 1
Total consumer4,170
 5,679
 8,057
 12,433
 18,555
Total consumer2,916
 4,170
 5,679
 8,057
 12,433
Commercial 
  
  
  
  Commercial 
  
  
  
  
U.S. commercial 144
 106
 113
 110
 47
U.S. commercial 197
 144
 106
 113
 110
Non-U.S. commercial3
 5
 1
 
 17
Non-U.S. commercial
 3
 5
 1
 
Commercial real estate4
 7
 3
 3
 21
Commercial real estate4
 4
 7
 3
 3
Commercial lease financing19
 19
 15
 40
 41
Commercial lease financing29
 19
 19
 15
 40
170
 137
 132
 153
 126
 230
 170
 137
 132
 153
U.S. small business commercial75
 71
 61
 67
 78
U.S. small business commercial84
 75
 71
 61
 67
Total commercial245
 208
 193
 220
 204
Total commercial314
 245
 208
 193
 220
Total accruing loans and leases past due 90 days or more (3)
$4,415
 $5,887
 $8,250
 $12,653
 $18,759
$3,230
 $4,415
 $5,887
 $8,250
 $12,653
(1) 
Our policy is to classify consumer real estate-secured loans as nonperforming at 90 days past due, except the PCI loan portfolio, the fully-insured loan portfolio and loans accounted for under the fair value option as referenced in footnote 3.option.
(2) 
Balances are fully-insured loans.


Bank of America 2018 82


         
Table IV
Selected Loan Maturity Data (1, 2)
       
         
  December 31, 2018
(Dollars in millions)
Due in One
Year or Less
 Due After One Year Through Five Years 
Due After
Five Years
 Total
U.S. commercial$74,365
 $194,116
 $47,888
 $316,369
U.S. commercial real estate11,622
 40,393
 4,590
 56,605
Non-U.S. and other (3)
42,217
 55,360
 6,579
 104,156
Total selected loans$128,204
 $289,869
 $59,057
 $477,130
Percent of total27% 61% 12% 100%
Sensitivity of selected loans to changes in interest rates for loans due after one year: 
  
  
  
Fixed interest rates 
 $17,109
 $27,664
  
Floating or adjustable interest rates 
 272,760
 31,393
  
Total 
 $289,869
 $59,057
  
(3)(1) 
Loan maturities are based on the remaining maturities under contractual terms.
Balances exclude(2)
Includes loans accounted for under the fair value option. At December 31, 2017, 2016, 2015, 2014 and 2013, $2 million, $1 million, $1 million, $5 million and $8 million of loans accounted for under the fair value option were past due 90 days or more and still accruing interest.

91Bank of America 2017(3)
Loan maturities include non-U.S. commercial and commercial real estate loans.



                   
Table IV Allowance for Credit Losses
Table VAllowance for Credit Losses         
                   
(Dollars in millions)2017 2016 2015 2014 2013(Dollars in millions)2018 2017 2016 2015 2014
Allowance for loan and lease losses, January 1$11,237
 $12,234
 $14,419
 $17,428
 $24,179
Allowance for loan and lease losses, January 1$10,393
 $11,237
 $12,234
 $14,419
 $17,428
Loans and leases charged off     
  
  
Loans and leases charged off     
  
  
Residential mortgage(188) (403) (866) (855) (1,508)Residential mortgage(207) (188) (403) (866) (855)
Home equity(582) (752) (975) (1,364) (2,258)Home equity(483) (582) (752) (975) (1,364)
U.S. credit card(2,968) (2,691) (2,738) (3,068) (4,004)U.S. credit card(3,345) (2,968) (2,691) (2,738) (3,068)
Non-U.S. credit card (1)
(103) (238) (275) (357) (508)
Non-U.S. credit card (1)

 (103) (238) (275) (357)
Direct/Indirect consumer(487) (392) (383) (456) (710)Direct/Indirect consumer(495) (491) (392) (383) (456)
Other consumer(216) (232) (224) (268) (273)Other consumer(197) (212) (232) (224) (268)
Total consumer charge-offs(4,544) (4,708) (5,461) (6,368) (9,261)Total consumer charge-offs(4,727) (4,544) (4,708) (5,461) (6,368)
U.S. commercial (2)
(589) (567) (536) (584) (774)
U.S. commercial (2)
(575) (589) (567) (536) (584)
Non-U.S. commercial(446) (133) (59) (35) (79)Non-U.S. commercial(82) (446) (133) (59) (35)
Commercial real estate(24) (10) (30) (29) (251)Commercial real estate(10) (24) (10) (30) (29)
Commercial lease financing(16) (30) (19) (10) (4)Commercial lease financing(8) (16) (30) (19) (10)
Total commercial charge-offs(1,075) (740) (644) (658) (1,108)Total commercial charge-offs(675) (1,075) (740) (644) (658)
Total loans and leases charged off(5,619) (5,448) (6,105) (7,026) (10,369)Total loans and leases charged off(5,402) (5,619) (5,448) (6,105) (7,026)
Recoveries of loans and leases previously charged off     
  
  
Recoveries of loans and leases previously charged off     
  
  
Residential mortgage288
 272
 393
 969
 424
Residential mortgage179
 288
 272
 393
 969
Home equity369
 347
 339
 457
 455
Home equity485
 369
 347
 339
 457
U.S. credit card455
 422
 424
 430
 628
U.S. credit card508
 455
 422
 424
 430
Non-U.S. credit card28
 63
 87
 115
 109
Non-U.S. credit card (1)
Non-U.S. credit card (1)

 28
 63
 87
 115
Direct/Indirect consumer276
 258
 271
 287
 365
Direct/Indirect consumer300
 277
 258
 271
 287
Other consumer50
 27
 31
 39
 39
Other consumer15
 49
 27
 31
 39
Total consumer recoveries1,466
 1,389
 1,545
 2,297
 2,020
Total consumer recoveries1,487
 1,466
 1,389
 1,545
 2,297
U.S. commercial (3)
142
 175
 172
 214
 287
U.S. commercial (3)
120
 142
 175
 172
 214
Non-U.S. commercial6
 13
 5
 1
 34
Non-U.S. commercial14
 6
 13
 5
 1
Commercial real estate15
 41
 35
 112
 102
Commercial real estate9
 15
 41
 35
 112
Commercial lease financing11
 9
 10
 19
 29
Commercial lease financing9
 11
 9
 10
 19
Total commercial recoveries174
 238
 222
 346
 452
Total commercial recoveries152
 174
 238
 222
 346
Total recoveries of loans and leases previously charged off1,640
 1,627
 1,767
 2,643
 2,472
Total recoveries of loans and leases previously charged off1,639
 1,640
 1,627
 1,767
 2,643
Net charge-offs(3,979) (3,821) (4,338) (4,383) (7,897)Net charge-offs(3,763) (3,979) (3,821) (4,338) (4,383)
Write-offs of PCI loans(207) (340) (808) (810) (2,336)Write-offs of PCI loans(273) (207) (340) (808) (810)
Provision for loan and lease losses3,381
 3,581
 3,043
 2,231
 3,574
Provision for loan and lease losses3,262
 3,381
 3,581
 3,043
 2,231
Other (4)
(39) (174) (82) (47) (92)
Other (4)
(18) (39) (174) (82) (47)
Total allowance for loan and lease losses, December 3110,393
 11,480
 12,234
 14,419
 17,428
Total allowance for loan and lease losses, December 319,601
 10,393
 11,480
 12,234
 14,419
Less: Allowance included in assets of business held for sale (5)

 (243) 
 
 
Less: Allowance included in assets of business held for sale (5)

 
 (243) 
 
Allowance for loan and lease losses, December 3110,393
 11,237
 12,234
 14,419
 17,428
Allowance for loan and lease losses, December 319,601
 10,393
 11,237
 12,234
 14,419
Reserve for unfunded lending commitments, January 1762
 646
 528
 484
 513
Reserve for unfunded lending commitments, January 1777
 762
 646
 528
 484
Provision for unfunded lending commitments15
 16
 118
 44
 (18)Provision for unfunded lending commitments20
 15
 16
 118
 44
Other (4)

 100
 
 
 (11)
Other (4)

 
 100
 
 
Reserve for unfunded lending commitments, December 31777
 762
 646
 528
 484
Reserve for unfunded lending commitments, December 31797
 777
 762
 646
 528
Allowance for credit losses, December 31$11,170
 $11,999
 $12,880
 $14,947
 $17,912
Allowance for credit losses, December 31$10,398
 $11,170
 $11,999
 $12,880
 $14,947
(1) 
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was includedsold in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.2017.
(2) 
Includes U.S. small business commercial charge-offs of $287 million, $258 million, $253 million, $282 million, and $345 million in 2018, 2017, 2016, 2015 and $457 million in 2017, 2016, 2015, 2014 and 2013, respectively.
(3) 
Includes U.S. small business commercial recoveries of $47 million, $43 million, $45 million, $57 million, and $63 million in 2018, 2017, 2016, 2015 and $98 million in 2017, 2016, 2015, 2014 and 2013, respectively.
(4) 
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held-for-saleheld for sale and certain other reclassifications.
(5) 
Represents allowance related to the non-U.S. credit card loan portfolio, which was sold in 2017.


83Bank of America 2017922018







                   
Table IV Allowance for Credit Losses (continued)
Table VAllowance for Credit Losses (continued)         
                   
(Dollars in millions)2017 2016 2015 2014 2013(Dollars in millions)2018 2017 2016 2015 2014
Loan and allowance ratios (6):
         
Loan and allowance ratios (6):
         
Loans and leases outstanding at December 31 (7)
$931,039
 $908,812
 $890,045
 $867,422
 $918,191
Loans and leases outstanding at December 31 (7)
$942,546
 $931,039
 $908,812
 $890,045
 $867,422
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.12% 1.26% 1.37% 1.66% 1.90%
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.02% 1.12% 1.26% 1.37% 1.66%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.18
 1.36
 1.63
 2.05
 2.53
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.08
 1.18
 1.36
 1.63
 2.05
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (9)
1.05
 1.16
 1.11
 1.16
 1.03
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (9)
0.97
 1.05
 1.16
 1.11
 1.16
Average loans and leases outstanding (7)
$911,988
 $892,255
 $869,065
 $888,804
 $909,127
Average loans and leases outstanding (7)
$927,531
 $911,988
 $892,255
 $869,065
 $888,804
Net charge-offs as a percentage of average loans and leases outstanding (7, 10)
0.44% 0.43% 0.50% 0.49% 0.87%
Net charge-offs as a percentage of average loans and leases outstanding (7, 10)
0.41% 0.44% 0.43% 0.50% 0.49%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (7)
0.46
 0.47
 0.59
 0.58
 1.13
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (7)
0.44
 0.46
 0.47
 0.59
 0.58
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7, 11)
161
 149
 130
 121
 102
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7)
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7)
194
 161
 149
 130
 121
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (10)
2.61
 3.00
 2.82
 3.29
 2.21
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (10)
2.55
 2.61
 3.00
 2.82
 3.29
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.48
 2.76
 2.38
 2.78
 1.70
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
 2.76
 2.38
 2.78
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (12)
$3,971
 $3,951
 $4,518
 $5,944
 $7,680
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (7, 12)
99% 98% 82% 71% 57%
Loan and allowance ratios excluding PCI loans and the related valuation allowance (6, 13):
         
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.10% 1.24% 1.31% 1.51% 1.67%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.15
 1.31
 1.50
 1.79
 2.17
Net charge-offs as a percentage of average loans and leases outstanding (7)
0.44
 0.44
 0.51
 0.50
 0.90
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7, 11)
156
 144
 122
 107
 87
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs2.54
 2.89
 2.64
 2.91
 1.89
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (11)
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (11)
$4,031
 $3,971
 $3,951
 $4,518
 $5,944
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (7, 11)
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (7, 11)
113% 99% 98% 82% 71%
(6) 
Loan and allowance ratios for 2016 include $243 million of non-U.S. credit card allowance for loan and lease losses and $9.2 billion of ending non-U.S. credit card loans, which were includedsold in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. See footnote 1 for more information.2017.
(7) 
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion, $5.7 billion, $7.1$7.1 billion,, $6.9 billion and $8.7 billion and $10.0 billion at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively. Average loans accounted for under the fair value option were $5.5 billion, $6.7 billion, $8.2$8.2 billion,, $7.7 billion and $9.9 billion in 2018, 2017, 2016, 2015and $9.5 billion in 2017, 2016, 2015, 2014 and 2013, respectively.
(8) 
Excludes consumer loans accounted for under the fair value option of $682 million, $928 million, $1.1$1.1 billion,, $1.9 billion and $2.1 billion and $2.2 billion at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(9) 
Excludes commercial loans accounted for under the fair value option of $3.7 billion, $4.8 billion, $6.0$6.0 billion,, $5.1 billion and $6.6 billion and $7.9 billion at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(10) 
Net charge-offs exclude $273 million, $207 million, $340$340 million,, $808 million and $810 million and $2.3 billion of write-offs in the PCI loan portfolio in 20172018, 20162017, 20152016, 20142015 and 20132014 respectively. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 6057.
(11) 
For more information on our definition of nonperforming loans, see page 62 and page 67.
(12)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking,and PCI loans and the non-U.S. credit card portfolio in All Other.
(13)
For more information on the PCI loan portfolio and the valuation allowance for PCI loans, see Note 4 – Outstanding Loans and Leases and Note 5 – Allowance for Credit Lossesto the Consolidated Financial Statements.


93Bank of America 2017



                                       
Table V Allocation of the Allowance for Credit Losses by Product Type
Table VIAllocation of the Allowance for Credit Losses by Product Type
                                       
December 31 December 31
2017 2016 2015 2014 2013 2018 2017 2016 2015 2014
(Dollars in millions)Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
(Dollars in millions)Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
Allowance for loan and lease losses 
  
  
  
  
  
  
  
  
  
Allowance for loan and lease losses 
  
  
  
  
  
  
  
  
  
Residential mortgage$701
 6.74% $1,012
 8.82% $1,500
 12.26% $2,900
 20.11% $4,084
 23.43%Residential mortgage$422
 4.40% $701
 6.74% $1,012
 8.82% $1,500
 12.26% $2,900
 20.11%
Home equity1,019
 9.80
 1,738
 15.14
 2,414
 19.73
 3,035
 21.05
 4,434
 25.44
Home equity506
 5.27
 1,019
 9.80
 1,738
 15.14
 2,414
 19.73
 3,035
 21.05
U.S. credit card3,368
 32.41
 2,934
 25.56
 2,927
 23.93
 3,320
 23.03
 3,930
 22.55
U.S. credit card3,597
 37.47
 3,368
 32.41
 2,934
 25.56
 2,927
 23.93
 3,320
 23.03
Non-U.S. credit card
 
 243
 2.12
 274
 2.24
 369
 2.56
 459
 2.63
Non-U.S. credit card
 
 
 
 243
 2.12
 274
 2.24
 369
 2.56
Direct/Indirect consumer262
 2.52
 244
 2.13
 223
 1.82
 299
 2.07
 417
 2.39
Direct/Indirect consumer248
 2.58
 264
 2.54
 244
 2.13
 223
 1.82
 299
 2.07
Other consumer33
 0.32
 51
 0.44
 47
 0.38
 59
 0.41
 99
 0.58
Other consumer29
 0.30
 31
 0.30
 51
 0.44
 47
 0.38
 59
 0.41
Total consumer5,383
 51.79
 6,222
 54.21
 7,385
 60.36
 9,982
 69.23
 13,423
 77.02
Total consumer4,802
 50.02
 5,383
 51.79
 6,222
 54.21
 7,385
 60.36
 9,982
 69.23
U.S. commercial (1)
3,113
 29.95
 3,326
 28.97
 2,964
 24.23
 2,619
 18.16
 2,394
 13.74
U.S. commercial (1)
3,010
 31.35
 3,113
 29.95
 3,326
 28.97
 2,964
 24.23
 2,619
 18.16
Non-U.S. commercial803
 7.73
 874
 7.61
 754
 6.17
 649
 4.50
 576
 3.30
Non-U.S. commercial677
 7.05
 803
 7.73
 874
 7.61
 754
 6.17
 649
 4.50
Commercial real estate935
 9.00
 920
 8.01
 967
 7.90
 1,016
 7.05
 917
 5.26
Commercial real estate958
 9.98
 935
 9.00
 920
 8.01
 967
 7.90
 1,016
 7.05
Commercial lease financing159
 1.53
 138
 1.20
 164
 1.34
 153
 1.06
 118
 0.68
Commercial lease financing154
 1.60
 159
 1.53
 138
 1.20
 164
 1.34
 153
 1.06
Total commercial5,010
 48.21
 5,258
 45.79
 4,849
 39.64
 4,437
 30.77
 4,005
 22.98
Total commercial4,799
 49.98
 5,010
 48.21
 5,258
 45.79
 4,849
 39.64
 4,437
 30.77
Total allowance for loan and lease losses (2)
10,393
 100.00% 11,480
 100.00% 12,234
 100.00% 14,419
 100.00% 17,428
 100.00%
Total allowance for loan and lease losses (2)
9,601
 100.00% 10,393
 100.00% 11,480
 100.00% 12,234
 100.00% 14,419
 100.00%
Less: Allowance included in assets of business held for sale (3)

   (243)   
   
   
  
Less: Allowance included in assets of business held for sale (3)

   
   (243)   
   
  
Allowance for loan and lease losses10,393
   11,237
   12,234
   14,419
   17,428
  Allowance for loan and lease losses9,601
   10,393
   11,237
   12,234
   14,419
  
Reserve for unfunded lending commitments777
   762
  
 646
   528
   484
  Reserve for unfunded lending commitments797
   777
  
 762
   646
   528
  
Allowance for credit losses$11,170
   $11,999
  
 $12,880
   $14,947
   $17,912
  Allowance for credit losses$10,398
   $11,170
  
 $11,999
   $12,880
   $14,947
  
(1) 
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million, $439 million, $416 million, $507 million, and $536 million and $462 million at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(2) 
Includes $91 million, $289 million, $419 million, $804 million, and $1.7 billion and $2.5 billion of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 20172018, 20162017, 20152016, 20142015 and 20132014, respectively.
(3) 
Represents allowance for loan and lease losses related to the non-U.S. credit card loan portfolio, which was includedsold in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.2017.
        
Table VI  Selected Loan Maturity Data (1, 2)
        
 December 31, 2017
(Dollars in millions)
Due in One
Year or Less
 Due After One Year Through Five Years 
Due After
Five Years
 Total
U.S. commercial$74,563
 $177,459
 $49,090
 $301,112
U.S. commercial real estate14,015
 35,741
 5,005
 54,761
Non-U.S. and other (3)
42,933
 53,094
 7,457
 103,484
Total selected loans$131,511
 $266,294
 $61,552
 $459,357
Percent of total29% 58% 13% 100%
Sensitivity of selected loans to changes in interest rates for loans due after one year: 
  
  
  
Fixed interest rates 
 $17,765
 $27,992
  
Floating or adjustable interest rates 
 248,529
 33,560
  
Total 
 $266,294
 $61,552
  
(1)
Loan maturities are based on the remaining maturities under contractual terms.
(2)
Includes loans accounted for under the fair value option.
(3)
Loan maturities include non-U.S. commercial and commercial real estate loans.


  
Bank of America 2017942018 84



Item 7A. Quantitative and Qualitative Disclosures about Market Risk
See Market Risk Management on page 7670 in the MD&A and the sections referenced therein for Quantitative and Qualitative Disclosures about Market Risk.
Item 8. Financial Statements and Supplementary Data
Table of Contents
  
Table of Contents
Page
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Glossary
Acronyms




9585Bank of America 20172018

  







Report of Management on Internal Control Over Financial Reporting
The management of Bank of America Corporation is responsible for establishing and maintaining adequate internal control over financial reporting.
The Corporation’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with accounting principles generally accepted in the United States of America. The Corporation’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the Corporation; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with accounting principles generally accepted in the United States of America, and that receipts and expenditures of the Corporation are being made only in accordance with authorizations of management and directors of the Corporation; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the Corporation’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
 
Management assessed the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 20172018 based on the framework set forth by the Committee of Sponsoring Organizations of the Treadway Commission in Internal Control – Integrated Framework (2013). Based on that assessment, management concluded that, as of December 31, 2017,2018, the Corporation’s internal control over financial reporting is effective.
The Corporation’s internal control over financial reporting as of December 31, 20172018 has been audited by PricewaterhouseCoopers, LLP, an independent registered public accounting firm, as stated in their accompanying report which expresses an unqualified opinion on the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2017.2018.
ceosignature4q20.jpg
Brian T. Moynihan
Chairman, Chief Executive Officer and President


cfosignature4q20.jpg
Paul M. Donofrio
Chief Financial Officer




  
Bank of America 2017962018 86



Report of Independent Registered Public Accounting Firm
To the Board of Directors and Shareholders of Bank of America Corporation:
Opinions on the Financial Statements and Internal Control over Financial Reporting
We have audited the accompanying consolidated balance sheets of Bank of America Corporation and its subsidiaries as of December 31, 2017 2018and December 31, 2016, 2017,and the related consolidated statements of income, comprehensive income, changes in shareholders’ equity and cash flows for each of the three years in the period ended December 31, 2017,2018, including the related notes (collectively referred to as the “consolidated financial statements”). We also have audited the Corporation’s internal control over financial reporting as of December 31, 2017,2018, based on criteria established in Internal Control - Integrated Framework(2013)issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).
In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Corporation as of December 31, 20172018 and December 31, 2016, 2017, and the results of their itsoperations and their itscash flows for each of the three years in the period ended December 31, 2017 2018in conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Corporation maintained, in all material respects, effective internal control over financial reporting as of December 31, 2017,2018, based on criteria established in Internal Control - Integrated Framework(2013)issued by the COSO.
Change In Accounting Principle
As discussed in Note 1 to the consolidated financial statements, the Corporation changed the manner in which it accounts for the determination of when certain stock-based compensation awards are considered authorized for purposes of determining their service inception date.
Basis for Opinions
The Corporation’s management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Report of Management on Internal Control Over Financial Reporting. Our responsibility is to express opinions on the Corporation’s consolidated financial statements and on the Corporation’s internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (“PCAOB”)(PCAOB) and are required to be independent with respect to the Corporation in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective
internal control over financial reporting was maintained in all material respects.
Our audits of the consolidated financial statements included performing procedures to assess the risks of material
misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.
Definition and Limitations of Internal Control over Financial Reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

pwcsignaturea03.jpg
Charlotte, North Carolina
February 22, 201826, 2019


We have served as the Corporation’s auditor since 1958.






9787Bank of America 20172018

  







Bank of America Corporation and Subsidiaries
          
Consolidated Statement of Income
          
(Dollars in millions, except per share information)2017 2016 2015
(In millions, except per share information)2018 2017 2016
Interest income 
  
  
 
  
  
Loans and leases$36,221
 $33,228
 $31,918
$40,811
 $36,221
 $33,228
Debt securities10,471
 9,167
 9,178
11,724
 10,471
 9,167
Federal funds sold and securities borrowed or purchased under agreements to resell2,390
 1,118
 988
3,176
 2,390
 1,118
Trading account assets4,474
 4,423
 4,397
4,811
 4,474
 4,423
Other interest income4,023
 3,121
 3,026
6,247
 4,023
 3,121
Total interest income57,579
 51,057
 49,507
66,769
 57,579
 51,057
          
Interest expense 
  
  
 
  
  
Deposits1,931
 1,015
 861
4,495
 1,931
 1,015
Short-term borrowings3,538
 2,350
 2,387
5,839
 3,538
 2,350
Trading account liabilities1,204
 1,018
 1,343
1,358
 1,204
 1,018
Long-term debt6,239
 5,578
 5,958
7,645
 6,239
 5,578
Total interest expense12,912
 9,961
 10,549
19,337
 12,912
 9,961
Net interest income44,667
 41,096
 38,958
47,432
 44,667
 41,096
          
Noninterest income 
  
  
 
  
  
Card income5,902
 5,851
 5,959
6,051
 5,902
 5,851
Service charges7,818
 7,638
 7,381
7,767
 7,818
 7,638
Investment and brokerage services13,281
 12,745
 13,337
14,160
 13,836
 13,349
Investment banking income6,011
 5,241
 5,572
5,327
 6,011
 5,241
Trading account profits7,277
 6,902
 6,473
8,540
 7,277
 6,902
Mortgage banking income224
 1,853
 2,364
Gains on sales of debt securities255
 490
 1,138
Other income1,917
 1,885
 1,783
1,970
 1,841
 3,624
Total noninterest income42,685
 42,605
 44,007
43,815
 42,685
 42,605
Total revenue, net of interest expense87,352
 83,701
 82,965
91,247
 87,352
 83,701
          
Provision for credit losses3,396
 3,597
 3,161
3,282
 3,396
 3,597
          
Noninterest expense 
  
   
  
  
Personnel31,642
 31,748
 32,751
31,880
 31,931
 32,018
Occupancy4,009
 4,038
 4,093
4,066
 4,009
 4,038
Equipment1,692
 1,804
 2,039
1,705
 1,692
 1,804
Marketing1,746
 1,703
 1,811
1,674
 1,746
 1,703
Professional fees1,888
 1,971
 2,264
1,699
 1,888
 1,971
Data processing3,139
 3,007
 3,115
3,222
 3,139
 3,007
Telecommunications699
 746
 823
699
 699
 746
Other general operating9,928
 10,066
 10,721
8,436
 9,639
 9,796
Total noninterest expense54,743
 55,083
 57,617
53,381
 54,743
 55,083
Income before income taxes29,213
 25,021
 22,187
34,584
 29,213
 25,021
Income tax expense10,981
 7,199
 6,277
6,437
 10,981
 7,199
Net income$18,232
 $17,822
 $15,910
$28,147
 $18,232
 $17,822
Preferred stock dividends1,614
 1,682
 1,483
1,451
 1,614
 1,682
Net income applicable to common shareholders$16,618
 $16,140
 $14,427
$26,696
 $16,618
 $16,140
          
Per common share information 
  
  
 
  
  
Earnings$1.63
 $1.57
 $1.38
$2.64
 $1.63
 $1.57
Diluted earnings1.56
 1.49
 1.31
2.61
 1.56
 1.49
Dividends paid0.39
 0.25
 0.20
Average common shares issued and outstanding (in thousands)10,195,646
 10,284,147
 10,462,282
Average diluted common shares issued and outstanding (in thousands)10,778,428
 11,046,806
 11,236,230
Average common shares issued and outstanding10,096.5
 10,195.6
 10,284.1
Average diluted common shares issued and outstanding10,236.9
 10,778.4
 11,046.8
      
Consolidated Statement of Comprehensive Income
      
(Dollars in millions)2018 2017 2016
Net income$28,147
 $18,232
 $17,822
Other comprehensive income (loss), net-of-tax:     
Net change in debt and equity securities(3,953) 61
 (1,345)
Net change in debit valuation adjustments749
 (293) (156)
Net change in derivatives(53) 64
 182
Employee benefit plan adjustments(405) 288
 (524)
Net change in foreign currency translation adjustments(254) 86
 (87)
Other comprehensive income (loss)(3,916) 206
 (1,930)
Comprehensive income$24,231
 $18,438
 $15,892
See accompanying Notes to Consolidated Financial Statements.


  
Bank of America 2017982018 88



Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Comprehensive Income  
      
(Dollars in millions)2017 2016 2015
Net income$18,232
 $17,822
 $15,910
Other comprehensive income (loss), net-of-tax:     
Net change in debt and marketable equity securities61
 (1,345) (1,580)
Net change in debit valuation adjustments(293) (156) 615
Net change in derivatives64
 182
 584
Employee benefit plan adjustments288
 (524) 394
Net change in foreign currency translation adjustments86
 (87) (123)
Other comprehensive income (loss)206
 (1,930) (110)
Comprehensive income$18,438
 $15,892
 $15,800



     
Consolidated Balance Sheet
  December 31
(Dollars in millions)2018 2017
Assets 
  
Cash and due from banks$29,063
 $29,480
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks148,341
 127,954
Cash and cash equivalents177,404
 157,434
Time deposits placed and other short-term investments7,494
 11,153
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $56,399 and $52,906 measured at fair value)
261,131
 212,747
Trading account assets (includes $119,363 and $106,274 pledged as collateral)
214,348
 209,358
Derivative assets43,725
 37,762
Debt securities: 
  
Carried at fair value238,101
 315,117
Held-to-maturity, at cost (fair value – $200,435 and $123,299)
203,652
 125,013
Total debt securities441,753

440,130
Loans and leases (includes $4,349 and $5,710 measured at fair value)
946,895
 936,749
Allowance for loan and lease losses(9,601) (10,393)
Loans and leases, net of allowance937,294

926,356
Premises and equipment, net9,906
 9,247
Goodwill68,951
 68,951
Loans held-for-sale (includes $2,942 and $2,156 measured at fair value)
10,367
 11,430
Customer and other receivables65,814
 61,623
Other assets (includes $19,739 and $22,581 measured at fair value)
116,320
 135,043
Total assets$2,354,507

$2,281,234
     
Liabilities 
  
Deposits in U.S. offices: 
  
Noninterest-bearing$412,587
 $430,650
Interest-bearing (includes $492 and $449 measured at fair value)
891,636
 796,576
Deposits in non-U.S. offices:   
Noninterest-bearing14,060
 14,024
Interest-bearing63,193
 68,295
Total deposits1,381,476
 1,309,545
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $28,875 and $36,182 measured at fair value)
186,988
 176,865
Trading account liabilities68,220
 81,187
Derivative liabilities37,891
 34,300
Short-term borrowings (includes $1,648 and $1,494 measured at fair value)
20,189
 32,666
Accrued expenses and other liabilities (includes $20,075 and $22,840 measured at fair value
   and $797 and $777 of reserve for unfunded lending commitments)
165,078
 152,123
Long-term debt (includes $27,637 and $31,786 measured at fair value)
229,340
 227,402
Total liabilities2,089,182
 2,014,088
Commitments and contingencies (Note 7 – Securitizations and Other Variable Interest Entities
   and Note 12 – Commitments and Contingencies)


  
Shareholders’ equity 
  
Preferred stock, $0.01 par value; authorized – 100,000,000 shares; issued and outstanding – 3,843,140 and 3,837,683 shares
22,326
 22,323
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 9,669,286,370 and 10,287,302,431 shares
118,896
 138,089
Retained earnings136,314
 113,816
Accumulated other comprehensive income (loss)(12,211) (7,082)
Total shareholders’ equity265,325
 267,146
Total liabilities and shareholders’ equity$2,354,507
 $2,281,234
     
 Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)   
 Trading account assets$5,798
 $6,521
 Loans and leases43,850
 48,929
 Allowance for loan and lease losses(912) (1,016)
 Loans and leases, net of allowance42,938

47,913
 All other assets337
 1,721
 Total assets of consolidated variable interest entities$49,073
 $56,155
 Liabilities of consolidated variable interest entities included in total liabilities above 
  
 Short-term borrowings$742
 $312
 
Long-term debt (includes $10,943 and $9,872 of non-recourse debt)
10,944
 9,873
 
All other liabilities (includes $27 and $34 of non-recourse liabilities)
30
 37
 Total liabilities of consolidated variable interest entities$11,716
 $10,222
See accompanying Notes to Consolidated Financial Statements.


9989Bank of America 20172018

  







Bank of America Corporation and Subsidiaries
    
Consolidated Balance Sheet
  
 December 31
(Dollars in millions)2017 2016
Assets 
  
Cash and due from banks$29,480
 $30,719
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks127,954
 117,019
Cash and cash equivalents157,434
 147,738
Time deposits placed and other short-term investments11,153
 9,861
Federal funds sold and securities borrowed or purchased under agreements to resell (includes $52,906 and $49,750 measured at fair value)
212,747
 198,224
Trading account assets (includes $106,274 and $106,057 pledged as collateral)
209,358
 180,209
Derivative assets37,762
 42,512
Debt securities: 
  
Carried at fair value (includes $29,830 and $29,804 pledged as collateral)
315,117
 313,660
Held-to-maturity, at cost (fair value – $123,299 and $115,285; $6,007 and $8,233 pledged as collateral)
125,013
 117,071
Total debt securities440,130
 430,731
Loans and leases (includes $5,710 and $7,085 measured at fair value and $40,051 and $31,805 pledged as collateral)
936,749
 906,683
Allowance for loan and lease losses(10,393) (11,237)
Loans and leases, net of allowance926,356
 895,446
Premises and equipment, net9,247
 9,139
Mortgage servicing rights2,302
 2,747
Goodwill68,951
 68,969
Loans held-for-sale (includes $2,156 and $4,026 measured at fair value)
11,430
 9,066
Customer and other receivables61,623
 58,759
Assets of business held for sale (includes $619 measured at fair value at December 31, 2016)
 10,670
Other assets (includes $20,279 and $13,802 measured at fair value)
132,741
 123,996
Total assets$2,281,234
 $2,188,067
    
Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)
Trading account assets$6,521
 $5,773
Loans and leases48,929
 56,001
Allowance for loan and lease losses(1,016) (1,032)
Loans and leases, net of allowance47,913
 54,969
Loans held-for-sale27
 188
All other assets1,694
 1,596
Total assets of consolidated variable interest entities$56,155
 $62,526

            
Consolidated Statement of Changes in Shareholders’ Equity
            
 
Preferred
Stock
 
Common Stock and
Additional Paid-in Capital
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income (Loss)
 
Total
Shareholders’
Equity
(In millions) Shares Amount   
Balance, December 31, 2015$22,273
 10,380.3
 $151,042
 $87,658
 $(5,358) $255,615
Net income 
  
  
 17,822
   17,822
Net change in debt and equity securities 
  
  
  
 (1,345) (1,345)
Net change in debit valuation adjustments        (156) (156)
Net change in derivatives 
  
  
  
 182
 182
Employee benefit plan adjustments 
  
  
  
 (524) (524)
Net change in foreign currency translation adjustments 
  
  
   (87) (87)
Dividends declared: 
  
  
    
  
Common   
   (2,573)  
 (2,573)
Preferred   
  
 (1,682)  
 (1,682)
Issuance of preferred stock2,947
         2,947
Common stock issued under employee plans, net, and related tax effects  5.1
 1,108
  
  
 1,108
Common stock repurchased  (332.8) (5,112)     (5,112)
Balance, December 31, 2016$25,220
 10,052.6
 $147,038
 $101,225
 $(7,288) $266,195
Net income      18,232
   18,232
Net change in debt and equity securities        61
 61
Net change in debit valuation adjustments        (293) (293)
Net change in derivatives        64
 64
Employee benefit plan adjustments        288
 288
Net change in foreign currency translation adjustments        86
 86
Dividends declared:          

Common      (4,027)   (4,027)
Preferred      (1,578)   (1,578)
Common stock issued in connection with exercise of warrants and exchange of preferred stock(2,897) 700.0
 2,933
 (36)   
Common stock issued under employee plans, net, and other  43.3
 932
     932
Common stock repurchased  (508.6) (12,814)     (12,814)
Balance, December 31, 2017$22,323
 10,287.3
 $138,089
 $113,816
 $(7,082) $267,146
Cumulative adjustment for adoption of hedge accounting standard      (32) 57
 25
Adoption of accounting standard related to certain tax effects stranded in accumulated other comprehensive income (loss)      1,270
 (1,270) 
Net income      28,147
   28,147
Net change in debt and equity securities        (3,953) (3,953)
Net change in debit valuation adjustments        749
 749
Net change in derivatives        (53) (53)
Employee benefit plan adjustments        (405) (405)
Net change in foreign currency translation adjustments        (254) (254)
Dividends declared:          

Common      (5,424)   (5,424)
Preferred      (1,451)   (1,451)
Issuance of preferred stock4,515
         4,515
Redemption of preferred stock(4,512)     

   (4,512)
Common stock issued under employee plans, net, and other  58.2
 901
 (12)   889
Common stock repurchased  (676.2) (20,094)     (20,094)
Balance, December 31, 2018$22,326
 9,669.3
 $118,896
 $136,314
 $(12,211) $265,325
See accompanying Notes to Consolidated Financial Statements.


  
Bank of America 20171002018 90



Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Cash Flows
      
(Dollars in millions)2018 2017 2016
Operating activities 
  
  
Net income$28,147
 $18,232
 $17,822
Adjustments to reconcile net income to net cash provided by operating activities: 
  
  
Provision for credit losses3,282
 3,396
 3,597
Gains on sales of debt securities(154) (255) (490)
Depreciation and premises improvements amortization1,525
 1,482
 1,511
Amortization of intangibles538
 621
 730
Net amortization of premium/discount on debt securities1,824
 2,251
 3,134
Deferred income taxes3,041
 8,175
 5,793
Stock-based compensation1,729
 1,649
 1,367
Loans held-for-sale:     
Originations and purchases(28,071) (43,506) (33,107)
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
28,972
 40,548
 32,588
Net change in:     
Trading and derivative instruments(23,673) (14,663) (2,635)
Other assets11,920
 (20,090) (14,103)
Accrued expenses and other liabilities13,010
 4,673
 (35)
Other operating activities, net(2,570) 7,351
 1,105
Net cash provided by operating activities39,520
 9,864
 17,277
Investing activities 
  
  
Net change in:     
Time deposits placed and other short-term investments3,659
 (1,292) (2,117)
Federal funds sold and securities borrowed or purchased under agreements to resell(48,384) (14,523) (5,742)
Debt securities carried at fair value:     
Proceeds from sales5,117
 73,353
 71,547
Proceeds from paydowns and maturities78,513
 93,874
 108,592
Purchases(76,640) (166,975) (189,061)
Held-to-maturity debt securities:     
Proceeds from paydowns and maturities18,789
 16,653
 18,677
Purchases(35,980) (25,088) (39,899)
Loans and leases:     
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
21,365
 11,996
 18,787
Purchases(4,629) (6,846) (12,283)
Other changes in loans and leases, net(31,292) (41,104) (31,194)
Other investing activities, net(1,986) 8,411
 408
Net cash used in investing activities(71,468) (51,541) (62,285)
Financing activities 
  
  
Net change in:     
Deposits71,931
 48,611
 63,675
Federal funds purchased and securities loaned or sold under agreements to repurchase10,070
 7,024
 (4,000)
Short-term borrowings(12,478) 8,538
 (4,014)
Long-term debt:     
Proceeds from issuance64,278
 53,486
 35,537
Retirement(53,046) (49,480) (51,623)
Preferred stock:     
Proceeds from issuance4,515
 
 2,947
Redemption(4,512) 
 
Common stock repurchased(20,094) (12,814) (5,112)
Cash dividends paid(6,895) (5,700) (4,194)
Other financing activities, net(651) (397) (63)
Net cash provided by financing activities53,118
 49,268
 33,153
Effect of exchange rate changes on cash and cash equivalents(1,200) 2,105
 240
Net increase (decrease) in cash and cash equivalents19,970
 9,696
 (11,615)
Cash and cash equivalents at January 1157,434
 147,738
 159,353
Cash and cash equivalents at December 31$177,404
 $157,434
 $147,738
Supplemental cash flow disclosures     
Interest paid$19,087
 $12,852
 $10,510
Income taxes paid, net2,470
 3,235
 1,043
    
Consolidated Balance Sheet (continued)
  
 December 31
(Dollars in millions)2017 2016
Liabilities 
  
Deposits in U.S. offices: 
  
Noninterest-bearing$430,650
 $438,125
Interest-bearing (includes $449 and $731 measured at fair value)
796,576
 750,891
Deposits in non-U.S. offices:   
Noninterest-bearing14,024
 12,039
Interest-bearing68,295
 59,879
Total deposits1,309,545
 1,260,934
Federal funds purchased and securities loaned or sold under agreements to repurchase (includes $36,182 and $35,766 measured at fair value)
176,865
 170,291
Trading account liabilities81,187
 63,031
Derivative liabilities34,300
 39,480
Short-term borrowings (includes $1,494 and $2,024 measured at fair value)
32,666
 23,944
Accrued expenses and other liabilities (includes $22,840 and $14,630 measured at fair value and $777 and $762 of reserve for unfunded lending commitments)
152,123
 147,369
Long-term debt (includes $31,786 and $30,037 measured at fair value)
227,402
 216,823
Total liabilities2,014,088
 1,921,872
Commitments and contingencies (Note 6 – Securitizations and Other Variable Interest Entities, Note 7 – Representations and Warranties Obligations and Corporate Guarantees and Note 10 – Commitments and Contingencies)


 

Shareholders’ equity 
  
Preferred stock, $0.01 par value; authorized – 100,000,000 shares; issued and outstanding – 3,837,683 and 3,887,329 shares
22,323
 25,220
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares; issued and outstanding – 10,287,302,431 and 10,052,625,604 shares
138,089
 147,038
Retained earnings113,816
 101,225
Accumulated other comprehensive income (loss)(7,082) (7,288)
Total shareholders’ equity267,146
 266,195
Total liabilities and shareholders’ equity$2,281,234
 $2,188,067
    
Liabilities of consolidated variable interest entities included in total liabilities above 
  
Short-term borrowings$312
 $348
Long-term debt (includes $9,872 and $10,417 of non-recourse debt)
9,873
 10,646
All other liabilities (includes $34 and $38 of non-recourse liabilities)
37
 41
Total liabilities of consolidated variable interest entities$10,222
 $11,035

See accompanying Notes to Consolidated Financial Statements.


10191Bank of America 20172018

  






Bank of America Corporation and Subsidiaries
            
Consolidated Statement of Changes in Shareholders’ Equity
            
 
Preferred
Stock
 
Common Stock and
Additional Paid-in Capital
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income (Loss)
 
Total
Shareholders’
Equity
(Dollars in millions, shares in thousands) Shares Amount   
Balance, December 31, 2014$19,309
 10,516,542
 $153,458
 $74,731
 $(4,022) $243,476
Cumulative adjustment for accounting change related to debit valuation adjustments 
  
  
 1,226
 (1,226) 
Cumulative adjustment for accounting change related to retirement-eligible stock-based compensation expense 
  
   (635) 

 (635)
Net income 
  
  
 15,910
   15,910
Net change in debt and marketable equity securities 
  
  
  
 (1,580) (1,580)
Net change in debit valuation adjustments        615
 615
Net change in derivatives 
  
  
  
 584
 584
Employee benefit plan adjustments 
  
  
  
 394
 394
Net change in foreign currency translation adjustments 
  
  
   (123) (123)
Dividends declared: 
  
  
    
  
Common   
   (2,091)  
 (2,091)
Preferred   
  
 (1,483)  
 (1,483)
Issuance of preferred stock2,964
         2,964
Common stock issued under employee plans, net, and related tax effects  4,054
 (42)  
  
 (42)
Common stock repurchased  (140,331) (2,374)     (2,374)
Balance, December 31, 2015$22,273
 10,380,265
 $151,042
 $87,658
 $(5,358) $255,615
Net income      17,822
   17,822
Net change in debt and marketable equity securities        (1,345) (1,345)
Net change in debit valuation adjustments        (156) (156)
Net change in derivatives        182
 182
Employee benefit plan adjustments        (524) (524)
Net change in foreign currency translation adjustments        (87) (87)
Dividends declared:           
Common      (2,573)   (2,573)
Preferred      (1,682)   (1,682)
Issuance of preferred stock2,947
         2,947
Common stock issued under employee plans, net, and related tax effects  5,111
 1,108
     1,108
Common stock repurchased  (332,750) (5,112)     (5,112)
Balance, December 31, 2016$25,220
 10,052,626
 $147,038
 $101,225
 $(7,288) $266,195
Net income      18,232
   18,232
Net change in debt and marketable equity securities        61
 61
Net change in debit valuation adjustments        (293) (293)
Net change in derivatives        64
 64
Employee benefit plan adjustments        288
 288
Net change in foreign currency translation adjustments        86
 86
Dividends declared:           
Common      (4,027)   (4,027)
Preferred      (1,578)   (1,578)
Common stock issued in connection with exercise of warrants and exchange of preferred stock(2,897) 700,000
 2,933
 (36)   
Common stock issued under employee plans, net and other  43,329
 932
     932
Common stock repurchased  (508,653) (12,814)     (12,814)
Balance, December 31, 2017$22,323
 10,287,302
 $138,089
 $113,816
 $(7,082) $267,146
See accompanying Notes to Consolidated Financial Statements.

Bank of America 2017102


Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Cash Flows
      
      
(Dollars in millions)2017 2016 2015
Operating activities 
  
  
Net income$18,232
 $17,822
 $15,910
Adjustments to reconcile net income to net cash provided by operating activities: 
  
  
Provision for credit losses3,396
 3,597
 3,161
Gains on sales of debt securities(255) (490) (1,138)
Depreciation and premises improvements amortization1,482
 1,511
 1,555
Amortization of intangibles621
 730
 834
Net amortization of premium/discount on debt securities2,251
 3,134
 2,613
Deferred income taxes8,175
 5,793
 2,967
Stock-based compensation1,649
 1,367
 (89)
Loans held-for-sale:     
Originations and purchases(43,506) (33,107) (37,933)
Proceeds from sales and paydowns of loans originally classified as held-for-sale40,059
 31,376
 36,204
Net change in:     
Trading and derivative instruments(13,939) (866) 2,550
Other assets(19,859) (13,802) 2,645
Accrued expenses and other liabilities4,673
 (35) 730
Other operating activities, net7,424
 1,331
 (1,612)
Net cash provided by operating activities10,403
 18,361
 28,397
Investing activities 
  
  
Net change in:     
Time deposits placed and other short-term investments(1,292) (2,117) 50
Federal funds sold and securities borrowed or purchased under agreements to resell(14,523) (5,742) (659)
Debt securities carried at fair value:     
Proceeds from sales73,353
 71,547
 137,569
Proceeds from paydowns and maturities93,874
 108,592
 92,498
Purchases(166,975) (189,061) (219,412)
Held-to-maturity debt securities:     
Proceeds from paydowns and maturities16,653
 18,677
 12,872
Purchases(25,088) (39,899) (36,575)
Loans and leases:     
Proceeds from sales11,761
 18,230
 22,316
Purchases(6,846) (12,283) (12,629)
Other changes in loans and leases, net(41,104) (31,194) (51,895)
Other investing activities, net8,180
 107
 294
Net cash used in investing activities(52,007) (63,143) (55,571)
Financing activities 
  
  
Net change in:     
Deposits48,611
 63,675
 78,347
Federal funds purchased and securities loaned or sold under agreements to repurchase7,024
 (4,000) (26,986)
Short-term borrowings8,538
 (4,014) (3,074)
Long-term debt:     
Proceeds from issuance53,486
 35,537
 43,670
Retirement of long-term debt(49,553) (51,849) (40,365)
Preferred stock: Proceeds from issuance
 2,947
 2,964
Common stock repurchased(12,814) (5,112) (2,374)
Cash dividends paid(5,700) (4,194) (3,574)
Other financing activities, net(397) (63) (73)
Net cash provided by financing activities49,195
 32,927
 48,535
Effect of exchange rate changes on cash and cash equivalents2,105
 240
 (597)
Net increase (decrease) in cash and cash equivalents9,696
 (11,615) 20,764
Cash and cash equivalents at January 1147,738
 159,353
 138,589
Cash and cash equivalents at December 31$157,434
 $147,738
 $159,353
Supplemental cash flow disclosures     
Interest paid$12,852
 $10,510
 $10,623
Income taxes paid3,297
 1,633
 2,326
Income taxes refunded(62) (590) (151)

See accompanying Notes to Consolidated Financial Statements.

103Bank of America 2017




Bank of America Corporation and Subsidiaries
Notes to Consolidated Financial Statements
NOTE 1 Summary of Significant Accounting Principles
Bank of America Corporation, a bank holding company and a financial holding company, provides a diverse range of financial services and products throughout the U.S. and in certain international markets. The term “the Corporation” as used herein may refer to Bank of America Corporation, individually, Bank of America Corporation and its subsidiaries, or certain of Bank of America Corporation’s subsidiaries or affiliates.
Principles of Consolidation and Basis of Presentation
The Consolidated Financial Statements include the accounts of the Corporation and its majority-owned subsidiaries and those variable interest entities (VIEs) where the Corporation is the primary beneficiary. Intercompany accounts and transactions have been eliminated. Results of operations of acquired companies are included from the dates of acquisition and for VIEs, from the dates that the Corporation became the primary beneficiary. Assets held in an agency or fiduciary capacity are not included in the Consolidated Financial Statements. The Corporation accounts for investments in companies for which it owns a voting interest and for which it has the ability to exercise significant influence over operating and financing decisions using the equity method of accounting. These investments are included in other assets. Equity method investments are subject to impairment testing, and the Corporation’s proportionate share of income or loss is included in other income.
The preparation of the Consolidated Financial Statements in conformity with accounting principles generally accepted in the United States of America (GAAP) requires management to make estimates and assumptions that affect reported amounts and disclosures. Realized results could materially differ from those estimates and assumptions. Certain prior-period amounts have been reclassified to conform to current periodcurrent-period presentation.
On June 1, 2017, the Corporation completed the sale of its non-U.S. consumer credit card business to a third party. The Corporation has indemnified the purchaser for substantially all payment protection insurance (PPI) exposure above reserves assumed by the purchaser. The impact of the sale was an after-tax gain of $103 million, and is presented in the Consolidated Statement of Income as other income of $793 million and an income tax expense of $690 million. The income tax expense was related to gains on the derivatives used to hedge the currency risk of the net investment. Total cash proceeds from the sale were $10.9 billion. The assets of the business sold primarily included consumer credit card receivables of $9.8 billion and $9.2 billion at June 1, 2017 and December 31, 2016 and goodwill of $775 million at both of those period ends. This business was includedin All Other.
Change in Tax Law
On December 22, 2017, the President signed into law the Tax Cuts and Jobs Act (the Tax Act) which made significant changes to federal income tax law including, among other things, reducing the statutory corporate income tax rate to 21 percent from 35 percent and changing the taxation of the Corporation’s non-U.S. business activities. On the same date, the Securities and Exchange Commission issued Staff Accounting Bulletin No. 118 which
specifies, among other things, that reasonable estimates of the income tax effects of the Tax Act should be used, if determinable. The Corporation has accounted for the effects of the Tax Act using reasonable estimates based on currently available information and its interpretations thereof. This accounting may change due to, among other things, changes in interpretations the Corporation has made and the issuance of new tax or accounting guidance. GAAP requires that the effects of a change in tax rate from revaluing deferred tax assets and deferred tax liabilities be recognized upon enactment, resulting in $1.9 billion of estimated incremental income tax expense recognized in 2017. The change in tax rate also resulted in a downward valuation adjustment, primarily related to tax-advantaged energy investments, of $946 million recorded in other income.
Change in Accounting Method
GAAP requires that stock-based compensation awards be expensed over the service period (the period they are earned), based on their grant-date fair value. Awards to retirement-eligible employees have no future service requirement, and historically, the Corporation has deemed these awards to be authorized on the grant date, resulting in full recognition of the related expense at that time. Effective October 1, 2017, the Corporation changed its accounting method for determining when these awards are deemed authorized, changing from the grant date to the beginning of the year preceding the grant date when the incentive award plans are generally approved. As a result, the estimated value of the awards is now expensed ratably over the year preceding the grant date. The Corporation believes this change is a preferable method of accounting as it is consistent with the accounting method used by several peer institutions for similar awards and results in an improved pattern of expense recognition. 
Adoption of this change is voluntary and has been adopted retrospectively with all prior periods presented herein being restated. The change in accounting method resulted in a decrease in retained earnings of $635 million at January 1, 2015. All other effects of the change on the Consolidated Statement of Income and diluted earnings per share were not material for any period presented; additionally, the impact of the change in accounting method was not material to any interim periods. The change affected consolidated financial information and All Other; it did not affect the business segments.
The following Notes have been impacted by the change in accounting method: Note 13 – Shareholders’ Equity, Note 15 – Earnings Per Common Share, Note 16 – Regulatory Requirements and Restrictions and Note 18 – Stock-based Compensation Plans.
New Accounting PronouncementsStandards
Accounting for Share-based Compensation
Effective January 1, 2017, the Corporation adopted the new accounting standard that simplifies certain aspects of the accounting for share-based payment transactions, including income tax consequences, classification of awards as either equity or liabilities and classification on the statement of cash flows. Under this new accounting standard, all excess tax benefits and tax deficiencies on the delivery of share-based awards are recognized as discrete items in income tax expense or benefit in the Consolidated Statement of Income. Previously such amounts were recorded in shareholders’ equity. The adoption of this new accounting standard resulted in $236 million of tax benefits upon the delivery of share-settled awards in 2017.

Bank of America 2017104


Revenue Recognition
Effective January 1, 2018, the Corporation adopted the following new accounting standard for recognizing revenue from contracts with customers. The new standard does not impact the timing or measurement of the Corporation’s revenue recognition asit is consistent with the Corporation’s existing accounting for contracts within the scope of the new standard. However, beginning prospectively in 2018, the Corporation’s presentation of certain costs, which are primarily related to underwriting activities, will be presented as operating expenses under the new standard rather than presented net in investment banking income, resulting in an expected increase to both line items of approximately $200 million for the year. The new accounting standard does not havestandards on a material impact on the Corporation’s consolidated financial position or results of operations and will not have a material impact on the disclosures in the Notes to the Consolidated Financial Statements.prospective basis.
Revenue Recognition The new accounting standard addresses the recognition of revenue from contracts with customers. For additional information, see Revenue Recognition Accounting Policies in this Note, and.
Hedge Accounting The new accounting standard simplifies and expands the ability to apply hedge accounting to certain risk management activities. For additional information,see .
Recognition and Measurement of Financial Assets and Liabilities The new accounting standard relates to the recognition and measurement of financial instruments, including equity investments. For additional information, see and .
Tax Effects in Accumulated Other Comprehensive Income The new accounting standard addresses certain tax effects stranded in accumulated other comprehensive income (OCI) related to the 2017 Tax Cuts and Job Act (the Tax Act).For additional information, see .
Hedge Accounting
Effective January 1, 2018, the Corporation early adopted the following new standard that simplifies and expands the ability to apply hedge accounting to certain risk management activities. The accounting standard does not havestandards on a material impact on the Corporation’s consolidated financial position or resultsretrospective basis, resulting in restatement of operations and will not have a material impact on the disclosuresall prior periods presented in the NotesConsolidated Statement of Income and the Consolidated Statement of Cash Flows. The changes in presentation are not material to the Consolidated Financial Statements. The Corporation recognized an insignificant cumulative-effect adjustment to its January 1, 2018 opening retained earnings to reflect the impact of applying the new standard to certain outstanding hedge strategies, mainly related to fair value hedges of fixed-rate debt instruments.individual line items affected.
Recognition and Measurement of Financial Assets and Financial Liabilities
The Financial Accounting Standards Board (FASB) issued a new accounting standard on recognition and measurement of financial instruments, including certain equity investments and financial liabilities recorded at fair value under the fair value option. Effective January 1, 2015, the Corporation early adopted the provisions related to debit valuation adjustments (DVA) on financial liabilities accounted for under the fair value option. The Corporation adopted the remaining provisions on January 1, 2018, which will not have a material impact on the Corporation’s consolidated financial position, results of operations or disclosures in the Notes to the Consolidated Financial Statements.
Tax Effects in Accumulated Other Comprehensive Income
The FASB issued a new accounting standard effective on January 1, 2019, with early adoption permitted, that addresses certain tax effects in accumulated other comprehensive income (OCI) related to the Tax Act. Under this new accounting standard, those tax effects, representing the difference between the newly enacted federal tax rate of 21 percent and the historical tax rate, may, at the entity’s election, be reclassified from accumulated OCI to retained earnings. The new accounting standard can be applied retrospectively to each period in which the effects of the change in federal tax rate are recognized or applied at the beginning of the period of adoption. The new accounting standard will not have a material impact on the Corporation’s consolidated financial position, results of operations or disclosures in the Notes to the Consolidated Financial Statements.
Presentation of Pension CostsThe new accounting standard requires separate presentation of the service cost component of pension expense from all other components of net pension benefit/cost in the Consolidated Statement of Income. As a result, the service cost component continues to be presented in personnel expense while other components of net pension benefit/cost (e.g., interest cost, actual return on plan assets, amortization of prior service cost) are now presented in other general operating expense. For additional information, see .
Classification of Cash Flows and Restricted CashThe new accounting standards address the classification of certain cash receipts and cash payments in the statement of cash flows as well as the presentation and disclosure of restricted cash. For more information on restricted cash, see .
Allowance for Credit Losses
Allowance for Loan and Lease AccountingLosses
The FASB issued a new accounting standard effectiveallowance for loan and lease losses is comprised of two components. The first component covers nonperforming commercial loans and TDRs. The second component covers loans and leases on January 1, 2019which there are incurred losses that requires substantially all leases to be recorded as assets and liabilities on the balance sheet. On January 5, 2018, the FASB issued an exposure draft proposing an amendment to the standard that, if approved, would permit companies the option to apply the provisions of the new lease standard either prospectively as of the effective date, without adjusting comparative periods presented, or using a modified retrospective transition applicable to all prior periods presented. The Corporation is in the process of reviewing its existing lease portfolios, including certain service contracts for embedded leases, to evaluate the impact of the standard on the consolidated financial statements,are not yet individually identifiable, as well as the impact to regulatory capital and risk-weighted assets. The effect of the adoption will depend on the lease portfolio at the time of transition and the transition options ultimately available; however, the Corporation doesincurred losses that may not expect the new accounting standard to have a material impact on its consolidated financial position, results of operations or disclosuresbe represented in the Notes toloss forecast models. We evaluate the Consolidated Financial Statements.
Accounting for Financial Instruments -- Credit Losses
The FASB issued a new accounting standard effective on January 1, 2020, with early adoption permitted on January 1, 2019, that will require the earlier recognitionadequacy of credit losses on loans and other financial instruments based on an expected loss model, replacing the incurred loss model that is currently in use. The standard also requires expanded credit quality disclosures, including credit quality indicators disaggregated by vintage. The Corporation is in the process of identifying and implementing required changes to loan loss estimation models and processes and evaluating the impact of this new accounting standard, which at the date of adoption is expected to increase the allowance for creditloan and lease losses with a resulting negative adjustment to retained earnings.
Significant Accounting Principles
Cashbased on the total of these two components, each of which is described in more detail below. The allowance for loan and Cash Equivalents
Cashlease losses excludes loans held-for-sale (LHFS) and cash equivalents include cash on hand, cash items in the process of collection, cash segregated under federal and other brokerage regulations, and amounts due from correspondent banks, the Federal Reserve Bank and certain non-U.S. central banks.
Securities Financing Agreements
Securities borrowed or purchased under agreements to resell and securities loaned or sold under agreements to repurchase (securities financing agreements) are treated as collateralized financing transactions except in instances where the transaction is required to be accounted for as individual sale and purchase transactions. Generally, these agreements are recorded at acquisition or sale price plus accrued interest, except for certain securities financing agreements that the Corporation accounts for under the fair value option. Changes in the fair value of securities financing agreements that areloans accounted for under the fair value option as the fair value reflects a credit risk component.
The first component of the allowance for loan and lease losses covers both nonperforming commercial loans and all TDRs within the consumer and commercial portfolios. These loans are recordedsubject to impairment measurement based on the present value of projected future cash flows discounted at the loan’s original effective interest rate, or in trading account profitscertain circumstances, impairment may also be based upon the collateral value or the loan’s observable market price if available. Impairment measurement for the renegotiated consumer credit card, small business credit card and unsecured consumer TDR portfolios is based on the present value of projected cash flows discounted using the average portfolio contractual interest rate, excluding promotionally priced loans, in effect prior to restructuring. For purposes of computing this specific loss component of the allowance, larger impaired loans are evaluated individually and smaller impaired loans are evaluated as a pool using historical experience for the respective product types and risk ratings of the loans.
The second component of the allowance for loan and lease losses covers the remaining consumer and commercial loans and leases that have incurred losses that are not yet individually identifiable. The allowance for consumer (including credit card and other consumer loans) and certain homogeneous commercial loan and lease products is based on aggregated portfolio evaluations, which include both quantitative and qualitative components, generally by product type. Loss forecast models are utilized that consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, economic trends and credit scores. Our consumer real estate loss forecast model estimates
the portion of loans that will default based on individual loan attributes, the most significant of which are refreshed LTV or CLTV, and borrower credit score as well as vintage and geography, all of which are further broken down into current delinquency status. Additionally, we incorporate the delinquency status of underlying first-lien loans on our junior-lien home equity portfolio in our allowance process. Incorporating refreshed LTV and CLTV into our probability of default allows us to factor the impact of changes in home prices into our allowance for loan and lease losses. These loss forecast models are updated on a quarterly basis to incorporate information reflecting the current economic environment. As of December 31, 2018, the loss forecast process resulted in reductions in the Consolidated Statementallowance related to the residential mortgage and home equity portfolios compared to December 31, 2017.
The allowance for commercial loan and lease losses is established by product type after analyzing historical loss experience, internal risk rating, current economic conditions, industry performance trends, geographic and obligor concentrations within each portfolio and any other pertinent information. The statistical models for commercial loans are generally updated annually and utilize our historical database of Income.actual defaults and other data, including external default data. The loan risk ratings and composition of the commercial portfolios used to calculate the allowance are updated quarterly to incorporate the most recent data reflecting the current economic environment. For risk-rated commercial loans, we estimate the probability of default and the loss given default (LGD) based on our historical experience of defaults and credit losses. Factors considered when assessing the internal risk rating include the value of the underlying collateral, if applicable, the industry in which the obligor operates, the obligor’s liquidity and other financial indicators, and other quantitative and qualitative factors relevant to the obligor’s credit risk. As of December 31, 2018, the allowance for the U.S. commercial and non-U.S. commercial portfolios decreased compared to December 31, 2017.
Also included within the second component of the allowance for loan and lease losses are reserves to cover losses that are incurred but, in our assessment, may not be adequately represented in the historical loss data used in the loss forecast models. For example, factors that we consider include, among others, changes in lending policies and procedures, changes in economic and business conditions, changes in the nature and size of the portfolio, changes in portfolio concentrations, changes in the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements. Further, we consider the inherent uncertainty in mathematical models that are built upon historical data.
During 2018, the factors that impacted the allowance for loan and lease losses included improvement in the credit quality of the consumer real estate portfolios driven by continuing improvements in the U.S. economy and strong labor markets, proactive credit risk management initiatives and the impact of high credit quality originations. Evidencing the improvements in the U.S. economy and strong labor markets are low levels of unemployment and increases in home prices. In addition to these improvements, in the consumer portfolio, nonperforming consumer loans decreased $1.3 billion in 2018 as returns to performing status, loan sales, paydowns and charge-offs continued to outpace new nonaccrual loans. During 2018, the allowance for loan and lease losses in the commercial portfolio reflected decreased energy reserves primarily driven by improvement in energy exposures including reservable criticized utilized exposures.


10567Bank of America 20172018

  







The Corporation’s policy isWe monitor differences between estimated and actual incurred loan and lease losses. This monitoring process includes periodic assessments by senior management of loan and lease portfolios and the models used to monitor the market value of the principal amount loaned under resale agreements and obtain collateral from or return collateral pledged to counterparties when appropriate. Securities financing agreements do not createestimate incurred losses in those portfolios.
material credit risk due to these collateral provisions; therefore, anThe allowance for loan and lease losses for the consumer portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $581 million from December 31, 2017. The decrease was primarily in the consumer real estate portfolio, partially offset by an increase in the U.S. credit card portfolio. The reduction in the allowance for the consumer real estate portfolio was due to improved home prices, lower nonperforming loans and a decrease in loan balances in our non-core portfolio. The increase in the allowance for the U.S. credit card portfolio was driven by portfolio seasoning and loan growth.
The allowance for loan and lease losses for the commercial portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $211 million from December 31, 2017 primarily driven by improvement in energy exposures. Commercial reservable criticized utilized exposure decreased to $11.1 billion at December 31, 2018 from $13.6 billion (to 2.08 percent from 2.65 percent of total commercial reservable utilized exposure) at December 31, 2017, driven by broad-based improvements including the energy sector. Nonperforming commercial loans decreased to $1.1 billion at December 31, 2018 from $1.3 billion (to 0.22 percent from 0.27 percent of outstanding commercial loans excluding loans accounted for under the fair value option)
at December 31, 2017. See Tables 34, 35 and 36 for more details on key commercial credit statistics.
The allowance for loan and lease losses as a percentage of total loans and leases outstanding was 1.02 percent at December 31, 2018 compared to 1.12 percent at December 31, 2017.
Reserve for Unfunded Lending Commitments
In addition to the allowance for loan and lease losses, we also estimate probable losses related to unfunded lending commitments such as letters of credit, financial guarantees, unfunded bankers’ acceptances and binding loan commitments, excluding commitments accounted for under the fair value option. Unfunded lending commitments are subject to the same assessment as funded loans, including estimates of probability of default and LGD. Due to the nature of unfunded commitments, the estimate of probable losses must also consider utilization. To estimate the portion of these undrawn commitments that is unnecessary.likely to be drawn by a borrower at the time of estimated default, analyses of our historical experience are applied to the unfunded commitments to estimate the funded exposure at default (EAD). The expected loss for unfunded lending commitments is the product of the probability of default, the LGD and the EAD, adjusted for any qualitative factors including economic uncertainty and inherent imprecision in models.
In transactions whereThe reserve for unfunded lending commitments was $797 million at December 31, 2018 compared to $777 million at December 31, 2017.
             
Table 45Allocation of the Allowance for Credit Losses by Product Type    
         
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2018 December 31, 2017
Allowance for loan and lease losses 
  
  
  
  
  
Residential mortgage$422
 4.40% 0.20% $701
 6.74% 0.34%
Home equity506
 5.27
 1.05
 1,019
 9.80
 1.76
U.S. credit card3,597
 37.47
 3.66
 3,368
 32.41
 3.50
Direct/Indirect consumer248
 2.58
 0.27
 264
 2.54
 0.27
Other consumer29
 0.30
 n/m
 31
 0.30
 n/m
Total consumer4,802
 50.02
 1.08
 5,383
 51.79
 1.18
U.S. commercial (2)
3,010
 31.35
 0.96
 3,113
 29.95
 1.04
Non-U.S. commercial677
 7.05
 0.69
 803
 7.73
 0.82
Commercial real estate958
 9.98
 1.57
 935
 9.00
 1.60
Commercial lease financing154
 1.60
 0.68
 159
 1.53
 0.72
Total commercial4,799
 49.98
 0.97
 5,010
 48.21
 1.05
Allowance for loan and lease losses (3)
9,601
 100.00% 1.02
 10,393
 100.00% 1.12
Reserve for unfunded lending commitments797
     777
    
Allowance for credit losses$10,398
     $11,170
    
(1)
Ratios are calculated as allowance for loan and lease losses as a percentage of loans and leases outstanding excluding loans accounted for under the fair value option. Consumer loans accounted for under the fair value option include residential mortgage loans of $336 million and $567 million and home equity loans of $346 million and $361 million at December 31, 2018 and 2017. Commercial loans accounted for under the fair value option include U.S. commercial loans of $2.5 billion and $2.6 billion and non-U.S. commercial loans of $1.1 billion and $2.2 billion at December 31, 2018 and 2017.
(2)
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million and $439 million at December 31, 2018 and 2017.
(3)
Includes $91 million and $289 million of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 2018 and 2017.
n/m = not meaningful

Bank of America 2018 68


Table 46 presents a rollforward of the allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, for 2018 and 2017.
     
Table 46Allowance for Credit Losses   
     
(Dollars in millions)2018 2017
Allowance for loan and lease losses, January 1$10,393
 $11,237
Loans and leases charged off   
Residential mortgage(207) (188)
Home equity(483) (582)
U.S. credit card(3,345) (2,968)
Non-U.S. credit card (1)

 (103)
Direct/Indirect consumer(495) (491)
Other consumer(197) (212)
Total consumer charge-offs(4,727) (4,544)
U.S. commercial (2)
(575) (589)
Non-U.S. commercial(82) (446)
Commercial real estate(10) (24)
Commercial lease financing(8) (16)
Total commercial charge-offs(675) (1,075)
Total loans and leases charged off(5,402) (5,619)
Recoveries of loans and leases previously charged off   
Residential mortgage179
 288
Home equity485
 369
U.S. credit card508
 455
Non-U.S. credit card (1)

 28
Direct/Indirect consumer300
 277
Other consumer15
 49
Total consumer recoveries1,487
 1,466
U.S. commercial (3)
120
 142
Non-U.S. commercial14
 6
Commercial real estate9
 15
Commercial lease financing9
 11
Total commercial recoveries152
 174
Total recoveries of loans and leases previously charged off1,639
 1,640
Net charge-offs(3,763) (3,979)
Write-offs of PCI loans(273) (207)
Provision for loan and lease losses3,262
 3,381
Other (4)
(18) (39)
Allowance for loan and lease losses, December 319,601
 10,393
Reserve for unfunded lending commitments, January 1777
 762
Provision for unfunded lending commitments20
 15
Reserve for unfunded lending commitments, December 31797
 777
Allowance for credit losses, December 31$10,398
 $11,170
     
Loan and allowance ratios:   
Loans and leases outstanding at December 31 (5)
$942,546
 $931,039
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (5)
1.02% 1.12%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (6)
1.08
 1.18
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (7)
0.97
 1.05
Average loans and leases outstanding (5)
$927,531
 $911,988
Net charge-offs as a percentage of average loans and leases outstanding (5, 8)
0.41% 0.44%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (5)
0.44
 0.46
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (5)
194
 161
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (8)
2.55
 2.61
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (9)
$4,031
 $3,971
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (5, 9)
113% 99%
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold in 2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million and $258 million in 2018 and 2017.
(3)
Includes U.S. small business commercial recoveries of $47 million and $43 million in 2018 and 2017.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale and certain other reclassifications.
(5)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion and $5.7 billion at December 31, 2018 and 2017. Average loans accounted for under the fair value option were $5.5 billion and $6.7 billion in 2018 and 2017.
(6)
Excludes consumer loans accounted for under the fair value option of $682 million and $928 million at December 31, 2018 and 2017.
(7)
Excludes commercial loans accounted for under the fair value option of $3.7 billion and $4.8 billion at December 31, 2018 and 2017.
(8)
Net charge-offs exclude $273 million and $207 million of write-offs in the PCI loan portfolio in 2018 and 2017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(9)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking and PCI loans in All Other.

69Bank of America 2018






Market Risk Management
Market risk is the risk that changes in market conditions may adversely impact the value of assets or liabilities, or otherwise negatively impact earnings. This risk is inherent in the financial instruments associated with our operations, primarily within our Global Markets segment. We are also exposed to these risks in other areas of the Corporation acts as(e.g., our ALM activities). In the lenderevent of market stress, these risks could have a material impact on our results. For more information, see Interest Rate Risk Management for the Banking Book on page 74.
Our traditional banking loan and deposit products are non-trading positions and are generally reported at amortized cost for assets or the amount owed for liabilities (historical cost). However, these positions are still subject to changes in a securities lending agreementeconomic value based on varying market conditions, with one of the primary risks being changes in the levels of interest rates. The risk of adverse changes in the economic value of our non-trading positions arising from changes in interest rates is managed through our ALM activities. We have elected to account for certain assets and receives securities that can be pledged or sold as collateral, it recognizes an asset onliabilities under the Consolidated Balance Sheetfair value option.
Our trading positions are reported at fair value with changes reflected in income. Trading positions are subject to various changes in market-based risk factors. The majority of this risk is generated by our activities in the interest rate, foreign exchange, credit, equity and commodities markets. In addition, the values of assets and liabilities could change due to market liquidity, correlations across markets and expectations of market volatility. We seek to manage these risk exposures by using a variety of techniques that encompass a broad range of financial instruments. The key risk management techniques are discussed in more detail in the Trading Risk Management section.
Global Risk Management is responsible for providing senior management with a clear and comprehensive understanding of the trading risks to which we are exposed. These responsibilities include ownership of market risk policy, developing and maintaining quantitative risk models, calculating aggregated risk measures, establishing and monitoring position limits consistent with risk appetite, conducting daily reviews and analysis of trading inventory, approving material risk exposures and fulfilling regulatory requirements. Market risks that impact businesses outside of Global Markets are monitored and governed by their respective governance functions.
Quantitative risk models, such as VaR, are an essential component in evaluating the market risks within a portfolio. The Enterprise Model Risk Committee (EMRC), a subcommittee of the MRC, is responsible for providing management oversight and approval of model risk management and governance. The EMRC defines model risk standards, consistent with our risk framework and risk appetite, prevailing regulatory guidance and industry best practice. Models must meet certain validation criteria, including effective challenge of the model development process and a sufficient demonstration of developmental evidence incorporating a comparison of alternative theories and approaches. The EMRC oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation. In addition, the relevant stakeholders must agree on any required actions or restrictions to the models and maintain a stringent monitoring process for continued compliance.
Interest Rate Risk
Interest rate risk represents exposures to instruments whose values vary with the level or volatility of interest rates. These instruments include, but are not limited to, loans, debt securities,
certain trading-related assets and liabilities, deposits, borrowings and derivatives. Hedging instruments used to mitigate these risks include derivatives such as options, futures, forwards and swaps.
Foreign Exchange Risk
Foreign exchange risk represents exposures to changes in the values of current holdings and future cash flows denominated in currencies other than the U.S. dollar. The types of instruments exposed to this risk include investments in non-U.S. subsidiaries, foreign currency-denominated loans and securities, future cash flows in foreign currencies arising from foreign exchange transactions, foreign currency-denominated debt and various foreign exchange derivatives whose values fluctuate with changes in the level or volatility of currency exchange rates or non-U.S. interest rates. Hedging instruments used to mitigate this risk include foreign exchange options, currency swaps, futures, forwards, and foreign currency-denominated debt and deposits.
Mortgage Risk
Mortgage risk represents exposures to changes in the values of mortgage-related instruments. The values of these instruments are sensitive to prepayment rates, mortgage rates, agency debt ratings, default, market liquidity, government participation and interest rate volatility. Our exposure to these instruments takes several forms. For example, we trade and engage in market-making activities in a variety of mortgage securities including whole loans, pass-through certificates, commercial mortgages and collateralized mortgage obligations including collateralized debt obligations using mortgages as underlying collateral. In addition, we originate a variety of MBS, which involves the accumulation of mortgage-related loans in anticipation of eventual securitization, and we may hold positions in mortgage securities and residential mortgage loans as part of the ALM portfolio. We also record MSRs as part of our mortgage origination activities. Hedging instruments used to mitigate this risk include derivatives such as options, swaps, futures and forwards as well as securities including MBS and U.S. Treasury securities. For more information, see Mortgage Banking Risk Management on page 76.
Equity Market Risk
Equity market risk represents exposures to securities that represent an ownership interest in a corporation in the form of domestic and foreign common stock or other equity-linked instruments. Instruments that would lead to this exposure include, but are not limited to, the following: common stock, exchange-traded funds, American Depositary Receipts, convertible bonds, listed equity options (puts and calls), OTC equity options, equity total return swaps, equity index futures and other equity derivative products. Hedging instruments used to mitigate this risk include options, futures, swaps, convertible bonds and cash positions.
Commodity Risk
Commodity risk represents exposures to instruments traded in the petroleum, natural gas, power and metals markets. These instruments consist primarily of futures, forwards, swaps and options. Hedging instruments used to mitigate this risk include options, futures and swaps in the same or similar commodity product, as well as cash positions.
Issuer Credit Risk
Issuer credit risk represents exposures to changes in the creditworthiness of individual issuers or groups of issuers. Our portfolio is exposed to issuer credit risk where the value of an asset may be adversely impacted by changes in the levels of credit spreads, by credit migration or by defaults. Hedging instruments

Bank of America 2018 70


used to mitigate this risk include bonds, CDS and other credit fixed-income instruments.
Market Liquidity Risk
Market liquidity risk represents the risk that the level of expected market activity changes dramatically and, in certain cases, may even cease. This exposes us to the risk that we will not be able to transact business and execute trades in an orderly manner which may impact our results. This impact could be further exacerbated if expected hedging or pricing correlations are compromised by disproportionate demand or lack of demand for certain instruments. We utilize various risk mitigating techniques as discussed in more detail in Trading Risk Management.
Trading Risk Management
To evaluate risk in our trading activities, we focus on the actual and potential volatility of revenues generated by individual positions as well as portfolios of positions. Various techniques and procedures are utilized to enable the most complete understanding of these risks. Quantitative measures of market risk are evaluated on a daily basis from a single position to the portfolio of the Corporation. These measures include sensitivities of positions to various market risk factors, such as the potential impact on revenue from a one basis point change in interest rates, and statistical measures utilizing both actual and hypothetical market moves, such as VaR and stress testing. Periods of extreme market stress influence the reliability of these techniques to varying degrees. Qualitative evaluations of market risk utilize the suite of quantitative risk measures while understanding each of their respective limitations. Additionally, risk managers independently evaluate the risk of the portfolios under the current market environment and potential future environments.
VaR is a common statistic used to measure market risk as it allows the aggregation of market risk factors, including the effects of portfolio diversification. A VaR model simulates the value of a portfolio under a range of scenarios in order to generate a distribution of potential gains and losses. VaR represents the loss a portfolio is not expected to exceed more than a certain number of times per period, based on a specified holding period, confidence level and window of historical data. We use one VaR model consistently across the trading portfolios and it uses a historical simulation approach based on a three-year window of historical data. Our primary VaR statistic is equivalent to a 99 percent confidence level. This means that for a VaR with a one-day holding period, there should not be losses in excess of VaR, on average, 99 out of 100 trading days.
Within any VaR model, there are significant and numerous assumptions that will differ from company to company. The accuracy of a VaR model depends on the availability and quality of historical data for each of the risk factors in the portfolio. A VaR model may require additional modeling assumptions for new products that do not have the necessary historical market data or for less liquid positions for which accurate daily prices are not consistently available. For positions with insufficient historical data for the VaR calculation, the process for establishing an appropriate proxy is based on fundamental and statistical analysis of the new product or less liquid position. This analysis identifies reasonable alternatives that replicate both the expected volatility and correlation to other market risk factors that the missing data would be expected to experience.
VaR may not be indicative of realized revenue volatility as changes in market conditions or in the composition of the portfolio can have a material impact on the results. In particular, the historical data used for the VaR calculation might indicate higher
or lower levels of portfolio diversification than will be experienced. In order for the VaR model to reflect current market conditions, we update the historical data underlying our VaR model on a weekly basis, or more frequently during periods of market stress, and regularly review the assumptions underlying the model. A minor portion of risks related to our trading positions is not included in VaR. These risks are reviewed as part of our ICAAP. For more information regarding ICAAP, see Capital Management on page 43.
Global Risk Management continually reviews, evaluates and enhances our VaR model so that it reflects the material risks in our trading portfolio. Changes to the VaR model are reviewed and approved prior to implementation and any material changes are reported to management through the appropriate management committees.
Trading limits on quantitative risk measures, including VaR, are independently set by Global Markets Risk Management and reviewed on a regular basis so that trading limits remain relevant and within our overall risk appetite for market risks. Trading limits are reviewed in the context of market liquidity, volatility and strategic business priorities. Trading limits are set at both a granular level to allow for extensive coverage of risks as well as at aggregated portfolios to account for correlations among risk factors. All trading limits are approved at least annually. Approved trading limits are stored and tracked in a centralized limits management system. Trading limit excesses are communicated to management for review. Certain quantitative market risk measures and corresponding limits have been identified as critical in the Corporation’s Risk Appetite Statement. These risk appetite limits are reported on a daily basis and are approved at least annually by the ERC and the Board.
In periods of market stress, Global Markets senior leadership communicates daily to discuss losses, key risk positions and any limit excesses. As a result of this process, the businesses may selectively reduce risk.
Table 47 presents the total market-based portfolio VaR which is the combination of the total covered positions (and less liquid trading positions) portfolio and the fair value option portfolio. Covered positions are defined by regulatory standards as trading assets and liabilities, both on- and off-balance sheet, that meet a defined set of specifications. These specifications identify the most liquid trading positions which are intended to be held for a short-term horizon and where we are able to hedge the material risk elements in a two-way market. Positions in less liquid markets, or where there are restrictions on the ability to trade the positions, typically do not qualify as covered positions. Foreign exchange and commodity positions are always considered covered positions, except for structural foreign currency positions that are excluded with prior regulatory approval. In addition, Table 47 presents our fair value option portfolio, which includes substantially all of the funded and unfunded exposures for which we elect the fair value option, and their corresponding hedges. Additionally, market risk VaR for trading activities as presented in Table 47 differs from VaR used for regulatory capital calculations due to the holding period being used. The holding period for VaR used for regulatory capital calculations is 10 days, while for the market risk VaR presented below, it is one day. Both measures utilize the same process and methodology.
The total market-based portfolio VaR results in Table 47 include market risk to which we are exposed from all business segments, excluding credit valuation adjustment (CVA), DVA and related hedges. The majority of this portfolio is within the Global Markets segment.

71Bank of America 2018






Table 47 presents year-end, average, high and low daily trading VaR for 2018 and 2017 using a 99 percent confidence level. The amounts disclosed in Table 47 and Table 48 align to the view of covered positions used in the Basel 3 capital calculations. Foreign exchange and commodity positions are always considered covered positions, regardless of trading or banking treatment for the trade,
except for structural foreign currency positions that are excluded with prior regulatory approval.
The average total covered positions and less liquid trading positions portfolio VaR decreased during 2018 primarily due to a decrease in credit risk along with an increase in portfolio diversification.
                 
Table 47Market Risk VaR for Trading Activities       
   
 2018 2017
(Dollars in millions)Year End Average 
High (1)
 
Low (1)
 Year End Average 
High (1)
 
Low (1)
Foreign exchange$9
 $8
 $15
 $2
 $7
 $11
 $25
 $3
Interest rate36
 25
 45
 15
 22
 21
 41
 11
Credit26
 25
 31
 20
 29
 26
 33
 21
Equity20
 20
 40
 11
 19
 18
 33
 12
Commodities13
 8
 15
 3
 5
 5
 9
 3
Portfolio diversification(59) (55) 
 
 (49) (47) 
 
Total covered positions portfolio45
 31
 45
 20
 33
 34
 53
 23
Impact from less liquid exposures5
 3
 
 
 5
 6
 
 
Total covered positions and less liquid trading positions portfolio50
 34
 51
 23
 38
 40
 63
 26
Fair value option loans8
 11
 18
 8
 9
 10
 14
 7
Fair value option hedges5
 9
 17
 4
 7
 7
 11
 4
Fair value option portfolio diversification(7) (11) 
 
 (7) (8) 
 
Total fair value option portfolio6
 9
 16
 5
 9
 9
 11
 6
Portfolio diversification(3) (5) 
 
 (4) (4) 
 
Total market-based portfolio$53
 $38
 57
 26
 $43
 $45
 69
 29
(1)
The high and low for each portfolio may have occurred on different trading days than the high and low for the components. Therefore the impact from less liquid exposures and the amount of portfolio diversification, which is the difference between the total portfolio and the sum of the individual components, is not relevant.
The graph below presents the daily covered positions and less liquid trading positions portfolio VaR for 2018, corresponding to the data in Table 47.
varcharta04.jpg

Bank of America 2018 72


Additional VaR statistics produced within our single VaR model are provided in Table 48 at the same level of detail as in Table 47. Evaluating VaR with additional statistics allows for an increased understanding of the risks in the portfolio as the historical market data used in the VaR calculation does not necessarily follow a predefined statistical distribution. Table 48 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 2018 and 2017.
          
Table 48Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
          
   2018 2017
(Dollars in millions) 99 percent 95 percent 99 percent 95 percent
Foreign exchange $8
 $5
 $11
 $6
Interest rate 25
 16
 21
 14
Credit 25
 15
 26
 15
Equity 20
 11
 18
 10
Commodities 8
 4
 5
 3
Portfolio diversification (55) (33) (47) (30)
Total covered positions portfolio 31
 18
 34
 18
Impact from less liquid exposures 3
 1
 6
 2
Total covered positions and less liquid trading positions portfolio 34
 19
 40
 20
Fair value option loans 11
 6
 10
 6
Fair value option hedges 9
 6
 7
 5
Fair value option portfolio diversification (11) (7) (8) (6)
Total fair value option portfolio 9
 5
 9
 5
Portfolio diversification (5) (3) (4) (3)
Total market-based portfolio $38
 $21
 $45
 $22
Backtesting
The accuracy of the VaR methodology is evaluated by backtesting, which compares the daily VaR results, utilizing a one-day holding period, against a comparable subset of trading revenue. A backtesting excess occurs when a trading loss exceeds the VaR for the corresponding day. These excesses are evaluated to understand the positions and market moves that produced the trading loss with a goal to ensure that the VaR methodology accurately represents those losses. We expect the frequency of trading losses in excess of VaR to be in line with the confidence level of the VaR statistic being tested. For example, with a 99 percent confidence level, we expect one trading loss in excess of VaR every 100 days or between two to three trading losses in excess of VaR over the course of a year. The number of backtesting excesses observed can differ from the statistically expected number of excesses if the current level of market volatility is materially different than the level of market volatility that existed during the three years of historical data used in the VaR calculation.
The trading revenue used for backtesting is defined by regulatory agencies in order to most closely align with the VaR component of the regulatory capital calculation. This revenue differs from total trading-related revenue in that it excludes revenue from trading activities that either do not generate market risk or the market risk cannot be included in VaR. Some examples of the types of revenue excluded for backtesting are fees, commissions, reserves, net interest income and intraday trading revenues.
We conduct daily backtesting on the VaR results used for regulatory capital calculations as well as the VaR results for key legal entities, regions and risk factors. These results are reported to senior market risk management. Senior management regularly reviews and evaluates the results of these tests.
During 2018, there were three days in which there was a backtesting excess for our total covered portfolio VaR, utilizing a one-day holding period.
Total Trading-related Revenue
Total trading-related revenue, excluding brokerage fees, and CVA, DVA and funding valuation adjustment gains (losses), represents the total amount earned from trading positions, including market-based net interest income, which are taken in a diverse range of financial instruments and markets. Trading account assets and liabilities are reported at fair value. For more information on fair value, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements. Trading-related revenue can be volatile and is largely driven by general market conditions and customer demand. Also, trading-related revenue is dependent on the volume and type of transactions, the level of risk assumed, and the volatility of price and rate movements at any given time within the ever-changing market environment. Significant daily revenue by business is monitored and the primary drivers of these are reviewed.
The following histogram is a graphic depiction of trading volatility and illustrates the daily level of trading-related revenue for 2018 and 2017. During 2018, positive trading-related revenue was recorded for 98 percent of the trading days, of which 79 percent were daily trading gains of over $25 million. This compares to 2017 where positive trading-related revenue was recorded for 100 percent of the trading days, of which 77 percent were daily trading gains of over $25 million.
var4q22.jpg

73Bank of America 2018






Trading Portfolio Stress Testing
Because the very nature of a VaR model suggests results can exceed our estimates and it is dependent on a limited historical window, we also stress test our portfolio using scenario analysis. This analysis estimates the change in the value of our trading portfolio that may result from abnormal market movements.
A set of scenarios, categorized as either historical or hypothetical, are computed daily for the overall trading portfolio and individual businesses. These scenarios include shocks to underlying market risk factors that may be well beyond the shocks found in the historical data used to calculate VaR. Historical scenarios simulate the impact of the market moves that occurred during a period of extended historical market stress. Generally, a multi-week period representing the securities received,most severe point during a crisis is selected for each historical scenario. Hypothetical scenarios provide estimated portfolio impacts from potential future market stress events. Scenarios are reviewed and updated in response to changing positions and new economic or political information. In addition, new or ad hoc scenarios are developed to address specific potential market events or particular vulnerabilities in the portfolio. The stress tests are reviewed on a liability, representingregular basis and the obligationresults are presented to return those securities.senior management.
CollateralStress testing for the trading portfolio is integrated with enterprise-wide stress testing and incorporated into the limits framework. The macroeconomic scenarios used for enterprise-wide stress testing purposes differ from the typical trading portfolio scenarios in that they have a longer time horizon and the results are forecasted over multiple periods for use in consolidated capital and liquidity planning. For more information, see Managing Risk on page 40.
Interest Rate Risk Management for the Banking Book
The Corporation acceptsfollowing discussion presents net interest income for banking book activities.
Interest rate risk represents the most significant market risk exposure to our banking book balance sheet. Interest rate risk is measured as the potential change in net interest income caused
by movements in market interest rates. Client-facing activities, primarily lending and deposit-taking, create interest rate sensitive positions on our balance sheet.
We prepare forward-looking forecasts of net interest income. The baseline forecast takes into consideration expected future business growth, ALM positioning and the direction of interest rate movements as implied by the market-based forward curve. We then measure and evaluate the impact that alternative interest rate scenarios have on the baseline forecast in order to assess interest rate sensitivity under varied conditions. The net interest income forecast is frequently updated for changing assumptions and differing outlooks based on economic trends, market conditions and business strategies. Thus, we continually monitor our balance sheet position in order to maintain an acceptable level of exposure to interest rate changes.
The interest rate scenarios that we analyze incorporate balance sheet assumptions such as loan and deposit growth and pricing, changes in funding mix, product repricing, maturity characteristics and investment securities premium amortization. Our overall goal is to manage interest rate risk so that movements in interest rates do not significantly adversely affect earnings and loans as collateral that it is permitted by contract or practice to sell or repledge. Atcapital.
Table 49 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 2018 and 2017.
       
Table 49Forward Rates
       
  December 31, 2018
  
Federal
Funds
 
Three-month
LIBOR
 
10-Year
Swap
Spot rates2.50% 2.81% 2.71%
12-month forward rates2.50
 2.64
 2.75
       
  December 31, 2017
Spot rates1.50% 1.69% 2.40%
12-month forward rates2.00
 2.14
 2.48
Table 50 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 2018 and 2017, resulting from instantaneous parallel and 2016,non-parallel shocks to the market-based forward curve. Periodically we evaluate the scenarios presented so that they are meaningful in the context of the current rate environment.
During 2018, the asset sensitivity of our balance sheet to rising rates declined primarily due to increases in long-end rates. We continue to be asset sensitive to a parallel move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates impact the fair value of this collateral was $561.9 billiondebt securities and, $452.1 billion, of which $476.1 billionaccordingly, for debt securities classified as AFS, may adversely affect accumulated OCI and $372.0 billion was sold or repledged. The primary source of this collateralthus capital levels under the Basel 3 capital rules. Under instantaneous upward parallel shifts, the near-term adverse impact to Basel 3 capital is securities borrowed or purchased under agreementsreduced over time by offsetting positive impacts to resell.net interest income. For more information on Basel 3, see Capital Management – Regulatory Capital on page 44.
         
Table 50Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
         
  
Short
Rate (bps)
 
Long
Rate (bps)
    
   December 31
(Dollars in millions)  2018 2017
Parallel Shifts       
+100 bps
instantaneous shift
+100 +100 $2,651
 $3,317
-100 bps
instantaneous shift
-100
 -100
 (4,109) (5,183)
Flatteners 
  
    
Short-end
instantaneous change
+100 
 1,977
 2,182
Long-end
instantaneous change

 -100
 (1,616) (2,765)
Steepeners 
  
    
Short-end
instantaneous change
-100
 
 (2,478) (2,394)
Long-end
instantaneous change

 +100 673
 1,135
The Corporation also pledges company-ownedsensitivity analysis in Table 50 assumes that we take no action in response to these rate shocks and does not assume any change in other macroeconomic variables normally correlated with changes in interest rates. As part of our ALM activities, we use securities, certain residential mortgages, and loansinterest rate and foreign exchange derivatives in managing interest rate sensitivity.
The behavior of our deposit portfolio in the baseline forecast and in alternate interest rate scenarios is a key assumption in our projected estimates of net interest income. The sensitivity analysis in Table 50 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding

Bank of America 2018 74


deposits or market-based funding would reduce our benefit in those scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
Interest rate and foreign exchange derivative contracts are utilized in our ALM activities and serve as collateralan efficient tool to manage our interest rate and foreign exchange risk. We use derivatives to hedge the variability in transactions that include repurchase agreements, securities loaned, publiccash flows or changes in fair value on our balance sheet due to interest rate and trust deposits, U.S. Treasury tax and loan notes, and short-term borrowings. This collateral, which in some cases can be sold or repledged by the counterpartiesforeign exchange components. For more information on our hedging activities, see Note 3 – Derivatives to the transactions, is parenthetically disclosed on the Consolidated Balance Sheet.Financial Statements.
In certain cases, the Corporation has transferred assets to consolidated VIEs where those restricted assets serve as collateral for the interests issued by the VIEs. These assetsOur interest rate contracts are included on the Consolidated Balance Sheet in Assets of Consolidated VIEs.
generally non-leveraged generic interest rate and foreign exchange basis swaps, options, futures and forwards. In addition, we use foreign exchange contracts, including cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options to mitigate the Corporation obtains collateral in connectionforeign exchange risk associated with its derivative contracts. Required collateral levels vary depending on the credit risk rating and the type of counterparty. Generally, the Corporation accepts collateral in the form of cash, U.S. Treasury securities and other marketable securities. Based on provisions contained in master netting agreements, the Corporation nets cash collateral received against derivative assets. The Corporation also pledges collateral on its own derivative positions which can be applied against derivative liabilities.
Trading Instruments
Financial instruments utilized in trading activities are carried at fair value. Fair value is generally based on quoted market prices or quoted market prices for similarforeign currency-denominated assets and liabilities. If these market prices
Changes to the composition of our derivatives portfolio during 2018 reflect actions taken for interest rate and foreign exchange rate risk management. The decisions to reposition our derivatives portfolio are not available, fair values are estimated based on dealer quotes, pricing models, discounted cash flow methodologies, or similar techniques where the determinationcurrent assessment of fair value may require significant management judgment or estimation. Realized gainseconomic and losses are recorded on a trade-date basis. Realized and unrealized gains and losses are recognized in trading account profits.
Derivatives and Hedging Activities
Derivatives are entered into on behalf of customers, for trading or to support risk management activities. Derivatives used in risk management activities include derivatives that are both designated in qualifying accounting hedge relationships and derivatives used to hedge market risks in relationships that are not designated in qualifying accounting hedge relationships
(referred to as other risk management activities). The Corporation managesfinancial conditions including the interest rate and foreign currency environments, balance sheet composition and trends, and the relative mix of our cash and derivative positions.
We use interest rate derivative instruments to hedge the variability in the cash flows of our assets and liabilities and other forecasted transactions (collectively referred to as cash flow
hedges). The net losses on both open and terminated cash flow hedge derivative instruments recorded in accumulated OCI were $1.3 billion, on a pretax basis, at both December 31, 2018 and 2017. These net losses are expected to be reclassified into earnings in the same period as the hedged cash flows affect earnings and will decrease income or increase expense on the respective hedged cash flows. Assuming no change in open cash flow derivative hedge positions and no changes in prices or interest rates beyond what is implied in forward yield curves at December 31, 2018, the pretax net losses are expected to be reclassified into earnings as follows: 25 percent within the next year, 56 percent in years two through five and 11 percent in years six through 10, with the remaining eight percent thereafter. For more information on derivatives designated as cash flow hedges, see Note 3 – Derivativesto the Consolidated Financial Statements.
We hedge our net investment in non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward foreign exchange contracts that typically settle in less than 180 days, cross-currency basis swaps and foreign exchange options. We recorded net after-tax losses on derivatives in accumulated OCI associated with net investment hedges which were offset by gains on our net investments in consolidated non-U.S. entities at December 31, 2018.
Table 51 presents derivatives utilized in our ALM activities and shows the notional amount, fair value, weighted-average receive-fixed and pay-fixed rates, expected maturity and average estimated durations of our open ALM derivatives at December 31, 2018 and 2017. These amounts do not include derivative hedges on our MSRs.
                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts
       
    December 31, 2018  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2019 2020 2021 2022 2023 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,128
  
  
  
  
  
  
  
 5.17
Notional amount 
 $198,914
 $27,176
 $16,347
 $14,640
 $19,866
 $36,215
 $84,670
  
Weighted-average fixed-rate  2.66% 1.87% 2.68% 3.17% 2.56% 2.37% 2.97%  
Pay-fixed interest rate swaps (1)
295
  
  
  
  
  
  
  
 6.30
Notional amount 
 $49,275
 $1,210
 $4,344
 $1,616
 $
 $10,801
 $31,304
  
Weighted-average fixed-rate  2.50% 2.07% 2.16% 2.22% % 2.59% 2.55%  
Same-currency basis swaps (2)
21
  
  
  
  
  
  
  
  
Notional amount 
 $101,203
 $7,628
 $15,097
 $15,493
 $2,586
 $2,017
 $58,382
  
Foreign exchange basis swaps (1, 3, 4)
(1,716)  
              
Notional amount 
 106,742
 13,946
 21,448
 19,241
 10,239
 6,260
 35,608
  
Option products2
  
              
Notional amount 
 587
 572
 
 
 
 15
 
  
Foreign exchange contracts (1, 4, 5)
82
  
              
Notional amount (6)
  (8,447) (27,823) 13
 4,196
 2,741
 2,448
 9,978
  
Net ALM contracts$812
  
  
  
  
  
  
  
  
For footnotes, see page 76.


75Bank of America 2018






                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts (continued)
       
    December 31, 2017  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2018 2019 2020 2021 2022 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,330
  
  
  
  
  
  
  
 5.38
Notional amount 
 $176,390
 $21,850
 $27,176
 $16,347
 $6,498
 $19,120
 $85,399
  
Weighted-average fixed-rate 
 2.42% 3.20% 1.87% 1.88% 2.99% 2.10% 2.52%  
Pay-fixed interest rate swaps (1)
(37)  
  
  
  
  
  
  
 5.63
Notional amount 
 $45,873
 $11,555
 $1,210
 $4,344
 $1,616
 $
 $27,148
  
Weighted-average fixed-rate 
 2.15% 1.73% 2.07% 2.16% 2.22% % 2.32%  
Same-currency basis swaps (2)
(17)  
  
  
  
  
  
  
  
Notional amount 
 $38,622
 $11,028
 $6,789
 $1,180
 $2,807
 $955
 $15,863
  
Foreign exchange basis swaps (1, 3, 4)
(1,616)  
  
  
  
  
  
  
  
Notional amount 
 107,263
 24,886
 11,922
 13,367
 9,301
 6,860
 40,927
  
Option products13
  
  
  
  
  
  
  
  
Notional amount 
 1,218
 1,201
 
 
 
 
 17
  
Foreign exchange contracts (1, 4, 5)
1,424
  
  
  
  
  
  
  
  
Notional amount (6)
 
 (11,783) (28,689) 2,231
 (24) 2,471
 2,919
 9,309
  
Net ALM contracts$2,097
  
  
  
  
  
  
  
  
(1)
Does not include basis adjustments on either fixed-rate debt issued by the Corporation or AFS debt securities, which are hedged using derivatives designated as fair value hedging instruments, that substantially offset the fair values of these derivatives.
(2)
At December 31, 2018 and 2017, the notional amount of same-currency basis swaps included $101.2 billion and $38.6 billion in both foreign currency and U.S. dollar-denominated basis swaps in which both sides of the swap are in the same currency.
(3)
Foreign exchange basis swaps consisted of cross-currency variable interest rate swaps used separately or in conjunction with receive-fixed interest rate swaps.
(4)
Does not include foreign currency translation adjustments on certain non-U.S. debt issued by the Corporation that substantially offset the fair values of these derivatives.
(5)
The notional amount of foreign exchange contracts of $(8.4) billion at December 31, 2018 was comprised of $25.2 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(32.7) billion in net foreign currency forward rate contracts, $(1.8) billion in foreign currency-denominated pay-fixed swaps and $814 million in net foreign currency futures contracts. Foreign exchange contracts of $(11.8) billion at December 31, 2017 were comprised of $29.1 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(35.6) billion in net foreign currency forward rate contracts, $(6.2) billion in foreign currency-denominated pay-fixed swaps and $940 million in foreign currency futures contracts.
(6)
Reflects the net of long and short positions. Amounts shown as negative reflect a net short position.
Mortgage Banking Risk Management
We originate, fund and service mortgage loans, which subject us to credit, liquidity and interest rate risks, among others. We determine whether loans will be held for investment or held for sale at the time of commitment and manage credit and liquidity risks by selling or securitizing a portion of the loans we originate.
Interest rate risk and market risk can be substantial in the mortgage business. Changes in interest rates and other market factors impact the volume of mortgage originations. Changes in interest rates also impact the value of interest rate lock commitments (IRLCs) and the related residential first mortgage LHFS between the date of the IRLC and the date the loans are sold to the secondary market. An increase in mortgage interest rates typically leads to a decrease in the value of these instruments. Conversely, when there is an increase in interest rates, the value of the MSRs will increase driven by lower prepayment expectations. Because the interest rate risks of these two hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contracts and securities.
During 2018 and 2017, we recorded gains of $244 million and $118 million related to the change in fair value of the MSRs, IRLCs and LHFS, net of gains and losses on the hedge portfolio. For more information on MSRs, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements.
Compliance and Operational Risk Management
Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to the reputation of the Corporation arising from the failure of the Corporation to comply with the requirements of applicable laws, rules, regulations and our internal policies and procedures (collectively, applicable laws, rules and regulations).
Operational risk is the risk of loss resulting from inadequate or failed processes, people and systems or from external events. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. Effects may extend beyond financial losses and may result in reputational risk impacts. Operational risk includes legal risk. Additionally, operational risk is a component in the calculation of total risk-weighted assets used in the Basel 3 capital calculation. For more information on Basel 3 calculations, see Capital Management on page 43.
FLUs and control functions are first and foremost responsible for managing all aspects of their businesses, including their compliance and operational risk. FLUs and control functions are required to understand their business processes and related risks and controls, including the related regulatory requirements, and monitor and report on the effectiveness of the control environment. In order to actively monitor and assess the performance of their processes and controls, they must conduct comprehensive quality assurance activities and identify issues and risks to remediate control gaps and weaknesses. FLUs and control functions must also adhere to compliance and operational risk appetite limits to meet strategic, capital and financial planning objectives. Finally, FLUs and control functions are responsible for the proactive identification, management and escalation of compliance and operational risks across the Corporation.
Global Compliance and Operational Risk teams independently assess compliance and operational risk, monitor business activities and processes, evaluate FLUs and control functions for adherence to applicable laws, rules and regulations, including identifying issues and risks, determining and developing tests to be conducted by the Enterprise Independent Testing unit, and reporting on the state of the control environment. Enterprise Independent Testing, an independent testing function within IRM, works with Global Compliance and Operational Risk, the FLUs and

Bank of America 2018 76


control functions in the identification of testing needs and test design, and is accountable for test execution, reporting and analysis of results.
The Corporation’s approach to the management of compliance risk is described in the Global Compliance - Enterprise Policy, which outlines the requirements of the Corporation’s compliance risk management program, and defines roles and responsibilities of FLUs, IRM and Corporate Audit, the three lines of defense in managing compliance risk. The requirements work together to drive a comprehensive risk-based approach for the proactive identification, management and escalation of compliance risks throughout the Corporation. For more information on FLUs and control functions, see Managing Risk on page 40.
The Corporation’s approach to operational risk management is outlined in the Operational Risk Management - Enterprise Policy which establishes the requirements of the Corporation’s operational risk management program and specifies the responsibilities and accountabilities of the first and second lines of defense for managing operational risk so that our business processes are designed and executed effectively.
The Global Compliance Enterprise Policy and Operational Risk Management - Enterprise Policy also set the requirements for reporting compliance and operational risk information to executive management as well as the Board or appropriate Board-level committees in support of Global Compliance and Operational Risk’s responsibilities for conducting independent oversight of our compliance and operational risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC, and operational risk through the ERC.
A key operational risk facing the Corporation is information security, which includes cybersecurity. Cybersecurity risk represents, among other things, exposure to failures or interruptions of service or breaches of security, resulting from malicious technological attacks or otherwise, that impact the confidentiality, availability or integrity of our operations, systems or data, including sensitive corporate and customer information. The Corporation manages information security risk in accordance withinternal policies which govern our comprehensive information security program designed to protect the Corporation by enabling preventative and detective measures to combat information and cybersecurity risks. The Board and the ERC provide cybersecurity and information security risk oversight for the Corporation and our Global Information Security Team manages the day-to-day implementation of our information security program.
Reputational Risk Management
Reputational risk is the risk that negative perceptions of the Corporation’s conduct or business practices may adversely impact its profitability or operations. Reputational risk may result from many of the Corporation’s activities, including those related to the management of our strategic, operational, compliance and credit risks.
The Corporation manages reputational risk through established policies and controls in its businesses and risk management processes to mitigate reputational risks in a timely manner and through proactive monitoring and identification of potential reputational risk events. If reputational risk events occur, we focus on remediating the underlying issue and taking action to minimize damage to the Corporation’s reputation. The Corporation has processes and procedures in place to respond to events that give rise to reputational risk, including educating individuals and organizations that influence public opinion, implementing external communication strategies to mitigate the risk, and informing key stakeholders of potential reputational risks.
The Corporation’s organization and governance structure provides oversight of reputational risks, and reputational risk reporting is provided regularly and directly to management and the ERC, which provides primary oversight of reputational risk. In addition, each FLU has a committee, which includes representatives from Compliance, Legal and Risk, that is responsible for the oversight of reputational risk. Such committees’ oversight includes providing approval for business activities that present elevated levels of reputational risks.
Complex Accounting Estimates
Our significant accounting principles, as described in Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements, are essential in understanding the Management's Discussion and Analysis of Financial Condition and Results of Operations (MD&A). Many of our significant accounting principles require complex judgments to estimate the values of assets and liabilities. We have procedures and processes in place to facilitate making these judgments.
The more judgmental estimates are summarized in the following discussion. We have identified and described the development of the variables most important in the estimation processes that involve mathematical models to derive the estimates. In many cases, there are numerous alternative judgments that could be used in the process of determining the inputs to the models. Where alternatives exist, we have used the factors that we believe represent the most reasonable value in developing the inputs. Actual performance that differs from our estimates of the key variables could materially impact our results of operations. Separate from the possible future impact to our results of operations from input and model variables, the value of our lending portfolio and market-sensitive assets and liabilities may change subsequent to the balance sheet date, often significantly, due to the nature and magnitude of future credit and market conditions. Such credit and market conditions may change quickly and in unforeseen ways and the resulting volatility could have a significant, negative effect on future operating results. These fluctuations would not be indicative of deficiencies in our models or inputs.
Allowance for Credit Losses
The allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, represents management’s estimate of probable incurred credit losses in the Corporation’s loan and lease portfolio excluding those loans accounted for under the fair value option. The allowance for credit losses includes both quantitative and qualitative components. The qualitative component has a higher degree of management subjectivity, and includes factors such as concentrations, economic conditions and other considerations. Our process for determining the allowance for credit losses is discussed in Note 1 – Summary of Significant Accounting Principlesto the Consolidated Financial Statements.
Our estimate for the allowance for loan and lease losses is sensitive to the loss rates and expected cash flows from our Consumer Real Estate and Credit Card and Other Consumer portfolio segments, as well as our U.S. small business commercial card portfolio within the Commercial portfolio segment. For each one-percent increase in the loss rates on loans collectively evaluated for impairment in our Consumer Real Estate portfolio segment, excluding PCI loans, coupled with a one-percent decrease in the discounted cash flows on those loans individually evaluated for impairment within this portfolio segment, the allowance for loan and lease losses at December 31, 2018 would have increased $24 million. We subject our PCI portfolio to stress

77Bank of America 2018






scenarios to evaluate the potential impact given certain events. A one-percent decrease in the expected cash flows would result in a $41 million impairment of the portfolio. Within our Credit Card and Other Consumer portfolio segment and U.S. small business commercial card portfolio, for each one-percent increase in the loss rates on loans collectively evaluated for impairment coupled with a one-percent decrease in the expected cash flows on those loans individually evaluated for impairment, the allowance for loan and lease losses at December 31, 2018 would have increased $44 million.
Our allowance for loan and lease losses is sensitive to the risk ratings assigned to loans and leases within the Commercial portfolio segment (excluding the U.S. small business commercial card portfolio). Assuming a downgrade of one level in the internal risk ratings for commercial loans and leases, except loans and leases already classified as Substandard and Doubtful as defined by regulatory authorities, the allowance for loan and lease losses would have increased $2.5 billion at December 31, 2018.
The allowance for loan and lease losses as a percentage of total loans and leases at December 31, 2018 was 1.02 percent and these hypothetical increases in the allowance would raise the ratio to 1.30 percent.
These sensitivity predominantly throughanalyses do not represent management’s expectations of the deterioration in risk ratings or the increases in loss rates but are provided as hypothetical scenarios to assess the sensitivity of the allowance for loan and lease losses to changes in key inputs. We believe the risk ratings and loss severities currently in use are appropriate and that the probability of the alternative scenarios outlined above occurring within a short period of time is remote.
The process of determining the level of the allowance for credit losses requires a high degree of judgment. It is possible that others, given the same information, may at any point in time reach different reasonable conclusions.
Fair Value of Financial Instruments
Under applicable accounting standards, we are required to maximize the use of derivatives. Derivatives utilized byobservable inputs and minimize the Corporation include swaps, futuresuse of unobservable inputs in measuring fair value. We classify fair value measurements of financial instruments and forward settlement contracts, and option contracts.
All derivatives are recordedMSRs based on the Consolidated Balance Sheet atthree-level fair value taking into considerationhierarchy in the effectsaccounting standards.
The fair values of legally enforceable master netting agreementsassets and liabilities may include adjustments, such as market liquidity and credit quality, where appropriate. Valuations of products using models or other techniques are sensitive to assumptions used for the significant inputs. Where market data is available, the inputs used for valuation reflect that allowinformation as of our valuation date. Inputs to valuation models are considered unobservable if they are supported by little or no market activity. In periods of extreme volatility, lessened liquidity or in illiquid markets, there may be more variability in market pricing or a lack of market data to use in the Corporation to settle positive and negative positions and offset cash collateral heldvaluation process. In keeping with the same counterparty on a net basis. For exchange-traded contracts,prudent application of estimates and management judgment in determining the fair value of assets and liabilities, we have in place various processes and controls that include: a model validation policy that requires review and approval of quantitative models used for deal pricing, financial statement fair value determination and risk quantification; a trading product valuation policy that requires verification of all traded product valuations; and a periodic review and substantiation of daily profit and loss reporting for all traded products. Primarily through validation controls, we utilize both broker and pricing service inputs which can and do include both market-observable and internally-modeled values and/or valuation inputs. Our reliance on this information is affected by our understanding of how the broker and/or pricing service develops
its data with a higher degree of reliance applied to those that are more directly observable and lesser reliance applied to those developed through their own internal modeling. For example, broker quotes in less active markets may only be indicative and therefore less reliable. These processes and controls are performed independently of the business. For additional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option to the Consolidated Financial Statements.
Level 3 Assets and Liabilities
Financial assets and liabilities, and MSRs, where values are based on quoted market prices in active or inactive markets or is derived from observable market- based pricing parameters, similarvaluation techniques that require inputs that are both unobservable and are significant to those applied to over-the-counter (OTC) derivatives. For non-exchange traded contracts,the overall fair value measurement are classified as Level 3 under the fair value hierarchy established in applicable accounting standards. The fair value of these Level 3 financial assets and liabilities and MSRs is based on dealer quotes,determined using pricing models, discounted cash flow methodologies or similar techniques for which the determination of fair value may requirerequires significant management judgment or estimation.
ValuationsLevel 3 financial instruments may be hedged with derivatives classified as Level 1 or 2; therefore, gains or losses associated with Level 3 financial instruments may be offset by gains or losses associated with financial instruments classified in other levels of derivativethe fair value hierarchy. The Level 3 gains and losses recorded in earnings did not have a significant impact on our liquidity or capital. We conduct a review of our fair value hierarchy classifications on a quarterly basis. Transfers into or out of Level 3 are made if the significant inputs used in the financial models measuring the fair values of the assets and liabilities reflectbecame unobservable or observable, respectively, in the valuecurrent marketplace. For more information on transfers into and out of Level 3 during 2018, 2017 and 2016, see Note 20 – Fair Value Measurements to the instrument including counterparty credit risk. These values also take into account the Corporation’s own credit standing.Consolidated Financial Statements.
Trading DerivativesAccrued Income Taxes and Other Risk Management ActivitiesDeferred Tax Assets
Derivatives held for trading purposes are included in derivativeAccrued income taxes, reported as a component of either other assets or derivativeaccrued expenses and other liabilities on the Consolidated Balance Sheet, with changesrepresent the net amount of current income taxes we expect to pay to or receive from various taxing jurisdictions attributable to our operations to date. We currently file income tax returns in fair value includedmore than 100 jurisdictions and consider many factors, including statutory, judicial and regulatory guidance, in trading account profits.estimating the appropriate accrued income taxes for each jurisdiction.
Derivatives used forNet deferred tax assets, reported as a component of other risk management activities are included in derivative assets or derivative liabilities. Derivatives used in other risk management activities have not been designated in qualifying accounting hedge relationships because they did not qualify or the risk that is being mitigated pertains to an item that is reported at fair value through earnings so that the effect of measuring the derivative instrument and the asset or liability to which the risk exposure pertains will offset inon the Consolidated Statement of Income toBalance Sheet, represent the extent effective. The changesnet decrease in the fair value of derivatives that serve to mitigate certain risks associated with mortgage servicing rights (MSRs), interest rate lock commitments (IRLCs) and first mortgage loans held-for-sale (LHFS) that are originated by the Corporation are recorded in mortgage banking income. Changes in the fair value of derivatives that serve to mitigate interest rate risk and foreign currency risk are included in other income. Credit derivatives are also used by the Corporation to mitigate the risk associated with various credit exposures. The changes in the fair value of these derivatives are included in other income.
Derivatives Used For Hedge Accounting Purposes (Accounting Hedges)
For accounting hedges, the Corporation formally documents at inception all relationships between hedging instruments and hedged items, as well as the risk management objectives and strategies for undertaking various accounting hedges. Additionally, the Corporation primarily uses regression analysis at the inception of a hedge and for each reporting period thereafter to assess whether the derivative used in an accounting hedge transaction istaxes expected to be paid in the future because of net operating loss (NOL) and has been highly effectivetax credit carryforwards and because of future reversals of temporary differences in offsettingthe bases of assets and liabilities as measured by tax laws and their bases as reported in the financial statements. NOL and tax credit carryforwards result in reductions to future tax liabilities, and many of these attributes can expire if not utilized within certain periods. We consider the need for valuation allowances to reduce net deferred tax assets to the amounts that we estimate are more likely than not to be realized.
Consistent with the applicable accounting guidance, we monitor relevant tax authorities and change our estimates of accrued income taxes and/or net deferred tax assets due to changes in income tax laws and their interpretation by the fair value or cash flowscourts and regulatory authorities. These revisions of a hedged item or forecasted transaction. The Corporation discontinues hedge accounting when it is determined that a derivative is not expectedour estimates, which also may result from our income tax planning and from the resolution of income tax audit matters, may be material to be or has ceased to be highly effective as a hedge, and then reflects changes in fair value of the derivative in earnings after termination of the hedge relationship.our operating results for any given period.


  
Bank of America 20171062018 78



Fair value hedgesSee Note 19 – Income Taxes to the Consolidated Financial Statements for a table of significant tax attributes and additional information. For more information, see page 13 under Item 1A. Risk Factors – Regulatory, Compliance and Legal.
Goodwill and Intangible Assets
The nature of and accounting for goodwill and intangible assets are used discussed in Note 1 – Summary of Significant Accounting Principles, and Note 8 – Goodwill and Intangible Assets. Beginning with our annual goodwill impairment test as of June 30, 2018, we conducted a qualitative assessment, rather than a quantitative assessment as previously performed, that is more fully described in Note 1 – Summary of Significant Accounting Principles to protect against changes inthe Consolidated Financial Statements.
We completed our annual goodwill impairment test as of June 30, 2018 for all of our reporting units that had goodwill. We performed that test by assessing qualitative factors to determine whether it is more likely than not that the fair value of each reporting unit is less than its respective carrying value. Factors considered in the Corporation’s assetsqualitative assessments include, among other things, macroeconomic conditions, industry and liabilitiesmarket considerations, financial performance of the respective reporting unit and other relevant entity- and reporting-unit specific considerations. If based on the results of the qualitative assessment, it is more likely than not that are attributable to interest rate or foreign exchange volatility. Changes in the fair value of derivatives designated asa reporting unit is less than its carrying value, a quantitative assessment is performed.
Based on our qualitative assessments, we determined that for each reporting unit with goodwill, it was more likely than not that its respective fair value hedges are recorded in earnings, togetherexceeded its carrying value, indicating there was no impairment. For more information regarding goodwill balances at June 30, 2018, see Note 8 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
Representations and Warranties Liability
The methodology used to estimate the liability for obligations under representations and warranties related to transfers of residential mortgage loans is a function of the type of representations and warranties provided in the same income statement line itemsales contracts and considers a variety of factors. These factors, which incorporate judgment, are subject to change based on our specific experience. Our experience in negotiating settlements with trustees and other counterparties is an important input in determining our estimate of the liability. We also consider actual defaults, estimated future defaults, historical loss experience, estimated home prices and other economic conditions. Changes to any one of these factors could impact the estimate of our liability.
The representations and warranties provision may vary significantly each period as the methodology used to estimate the expense continues to be refined. The estimate of the liability for representations and warranties is sensitive to future defaults, loss severity and the net repurchase rate. An assumed simultaneous increase or decrease of 10 percent in estimated future defaults, loss severity and the net repurchase rate would result in an increase or decrease of approximately $200 million in the representations and warranties liability as of December 31, 2018. These sensitivities are hypothetical and are intended to provide an indication of the impact of a significant change in these key assumptions on the representations and warranties liability. In reality, changes in one assumption may result in changes in other assumptions, which may or may not counteract the fair value of the related hedged item. If a derivative instrument in a fair value hedge is terminated or the hedge designation removed, the previous adjustmentssensitivity.
For more information on representations and warranties exposure, see Note 12 – Commitments and Contingencies to the carrying valueConsolidated Financial Statements.

2017 Compared to 2016
The following discussion and analysis provide a comparison of our results of operations for 2017 and 2016. This discussion should be read in conjunction with the hedged asset or liability are subsequently accounted for in the same manner as other components of the carrying value of that asset or liability. For interest-earning assetsConsolidated Financial Statements and interest-bearing liabilities, such adjustments are amortized to earnings over the remaining life of the respective asset or liability.related Notes.
Cash flow hedges are used primarily to minimize the variability in cash flows of assets and liabilities, or forecasted transactions caused by interest rate or foreign exchange rate fluctuations. Changes in the fair value of derivatives used in cash flow hedges are recorded in accumulated OCI and are reclassified into the line item in the income statement in which the hedged item is recorded in the same period the hedged item affects earnings. Hedge ineffectiveness and gains and losses on the component of a derivative excluded in assessing hedge effectiveness are recorded in the same income statement line item.Overview
Net investment hedges are usedIncome
Net income was $18.2 billion, or $1.56 per diluted share in 2017 compared to manage the foreign exchange rate sensitivity arising from$17.8 billion, or $1.49 per diluted share in 2016. The results for 2017 included a net investment in a foreign operation. Changes in the fair valuecharge of derivatives designated as net investment hedges of foreign operations, to the extent effective, are recorded as a component of accumulated OCI.
Securities
Debt securities are reported on the Consolidated Balance Sheet at their trade date. Their classification is dependent on the purpose for which the assets were acquired. Debt securities purchased for use in the Corporation’s trading activities are reported in trading account assets at fair value with unrealized gains and losses included in trading account profits. Substantially all other debt securities purchased are used in the Corporation’s asset and liability management (ALM) activities and are reported on the Consolidated Balance Sheet as either debt securities carried at fair value or as debt securities held-to-maturity (HTM). Debt securities carried at fair value are either available-for-sale (AFS) securities with unrealized gains and losses net-of-tax included in accumulated OCI or carried at fair value with unrealized gains and losses reported in other income. Debt securities HTM, which are certain debt securities that management has the intent and ability to hold to maturity, are reported at amortized cost.
The Corporation regularly evaluates each AFS and HTM debt security where the value has declined below amortized cost to assess whether the decline in fair value is other than temporary. In determining whether an impairment is other than temporary, the Corporation considers the severity and duration of the decline in fair value, the length of time expected for recovery, the financial condition of the issuer, and other qualitative factors, as well as whether the Corporation either plans to sell the security or it is more-likely-than-not that it will be required to sell the security before recovery of the amortized cost. For AFS debt securities the Corporation intends to hold, an analysis is performed to determine how much of the decline in fair value is$2.9 billion related to the issuer’s credit and how much is relatedTax Act. The pretax results for 2017 compared to market factors (e.g., interest rates). If any2016 were driven by higher revenue, largely the result of the declinean increase in fair value is due to credit, an other-than-temporary impairment (OTTI) loss is recognized in the Consolidated Statement of Income for that amount. If any of the decline in fair value is related to market factors, that amount is recognized in accumulated OCI. In certain instances, the credit
loss may exceed the total decline in fair value, in which case, the difference is due to market factors and is recognized as an unrealized gain in accumulated OCI. If the Corporation intends to sell or believes it is more-likely-than-not that it will be required to sell the debt security, it is written down to fair value as an OTTI loss.
Interest on debt securities, including amortization of premiums and accretion of discounts, is included in interest income. Premiums and discounts are amortized or accreted tonet interest income, at a constant effective yield over the contractual lives of the securities. Realized gains and losses from the sales of debt securities are determined using the specific identification method.
Marketable equity securities are classified based on management’s intention on the date of purchase and recorded on the Consolidated Balance Sheet as of the trade date. Marketable equity securities that are bought and held principally for the purpose of resale in the near term are classified as trading and are carried at fair value with unrealized gains and losses included in trading account profits. Other marketable equity securities are accounted for as AFS and classified in other assets. All AFS marketable equity securities are carried at fair value with net unrealized gains and losses included in accumulated OCI, net-of-tax. If there is an other-than-temporary decline in the fair value of any individual AFS marketable equity security, the cost basis is reduced and the Corporation reclassifies the associated net unrealized loss out of accumulated OCI with a corresponding charge to other income. Dividend income on AFS marketable equity securities is included in other income. Realized gains and losses on the sale of all AFS marketable equity securities, which are recorded in other income, are determined using the specific identification method.
Loans and Leases
Loans, with the exception of loans accounted for under the fair value option, are measured at historical cost and reported at their outstanding principal balances net of any unearned income, charge-offs, unamortized deferred fees and costs on originated loans, and for purchased loans, net of any unamortized premiums or discounts. Loan origination fees and certain direct origination costs are deferred and recognized as adjustments to interest income over the lives of the related loans. Unearned income, discounts and premiums are amortized to interest income using a level yield methodology. The Corporation elects to account for certain consumer and commercial loans under the fair value option with changes in fair value reported in other income.
Under applicable accounting guidance, for reporting purposes, the loan and lease portfolio is categorized by portfolio segment and, within each portfolio segment, by class of financing receivables. A portfolio segment is defined as the level at which an entity develops and documents a systematic methodology to determine the allowancelower provision for credit losses and a classdecline in noninterest expense.
Net Interest Income
Net interest income increased $3.6 billion to $44.7 billion in 2017 compared to 2016. Net interest yield on an FTE basis increased 12 bps to 2.37 percent for 2017. These increases were primarily driven by the benefits from higher interest rates and loan and deposit growth, partially offset by the sale of financing receivables is defined as the levelnon-U.S. consumer credit card business in the second quarter of disaggregation2017.
Noninterest Income
Noninterest income increased $80 million to $42.7 billion in 2017 compared to 2016. The following highlights the significant changes.
Service charges increased $180 million primarily driven by the impact of pricing strategies and higher treasury services related revenue.
Investment and brokerage services income increased $487 million primarily driven by the impact of AUM flows and higher market valuations, partially offset by the impact of changing market dynamics on transactional revenue and AUM pricing.
Investment banking income increased $770 million primarily due to higher advisory fees and higher debt and equity issuance fees.
Trading account profits increased $375 million primarily due to increased client financing activity in equities, partially offset by weaker performance across most fixed-income products.
Other income decreased $1.8 billion primarily due to lower mortgage banking income, with declines in both MSR results and production. Included in 2017 was a $793 million pretax gain recognized in connection with the sale of the non-U.S. consumer credit card business and a downward valuation adjustment of $946 million on tax-advantaged energy investments in connection with the Tax Act.
Provision for Credit Losses
The provision for credit losses decreased $201 million to $3.4 billion for 2017 compared to 2016 primarily due to reductions in energy exposures in the commercial portfolio segments based onand credit quality improvements in the initial measurement attribute, risk characteristicsconsumer real estate portfolio. This was partially offset by portfolio seasoning and methods for assessing risk. The Corporation’s three portfolio segments are Consumer Real Estate, Credit Card and Other Consumer, and Commercial. The classes withinloan growth in the Consumer Real Estate portfolio segment are residential mortgage and home equity. The classes within the Credit Card and Other Consumer portfolio segment are U.S. credit card portfolio and a single-name non-U.S. commercial charge-off.
Noninterest Expense
Noninterest expense decreased $340 million to $54.7 billion for 2017 compared to 2016. The decrease was primarily due to lower operating costs, a reduction from the sale of the non-U.S. consumer credit card (soldbusiness and lower litigation expense, partially offset by a $316 million impairment charge related to certain data centers that were in 2017), direct/indirect consumerthe process of being sold and other consumer. The classes within the Commercial portfolio segment are U.S. commercial, non-U.S. commercial, commercial real estate, commercial lease financing and U.S. small business commercial.


10779Bank of America 20172018

  







Purchased Credit-impaired Loans$145 million for the shared success discretionary year-end bonus awarded to certain employees.
Purchased loans with evidenceIncome Tax Expense
Tax expense for 2017 included a charge of credit quality deterioration as$1.9 billion reflecting the impact of the purchase dateTax Act. Other than the impact of the Tax Act, the effective tax rate for which it is probable that2017 was driven by our recurring tax preference benefits as well as an expense recognized in connection with the Corporation will not receive all contractually required payments receivable are accountedsale of the non-U.S. consumer credit card business, largely offset by benefits related to the adoption of the new accounting standard for as purchased credit-impaired (PCI) loans. Evidencethe tax impact associated with share-based compensation, and the restructuring of credit quality deterioration since origination may include past due status, refreshed credit scorescertain subsidiaries. The effective tax rate for 2016 was driven by our recurring tax preferences and refreshed loan-to-value (LTV) ratios. At acquisition, PCI loans are recorded at fair value with no allowancenet tax benefits related to various tax audit matters, partially offset by a charge for the impact of U.K. tax law changes enacted in 2016.
Business Segment Operations
Consumer Banking
Net income for Consumer Banking increased $1.0 billion to $8.2 billion in 2017 compared to 2016 primarily driven by higher net interest income, partially offset by higher provision for credit losses and accountedlower mortgage banking income which is included in other noninterest income. Net interest income increased $3.0 billion to $24.3 billion primarily due to the beneficial impact of an increase in investable assets as a result of higher deposits, as well as pricing discipline and loan growth. Noninterest income decreased $227 million to $10.2 billion driven by lower mortgage banking income, partially offset by higher card income and service charges. The provision for individually or aggregatedcredit losses increased $810 million to $3.5 billion due to portfolio seasoning and loan growth in pools basedthe U.S. credit card portfolio. Noninterest expense increased $131 million to $17.8 billion driven by higher personnel expense, including the shared success discretionary year-end bonus, and increased FDIC expense, as well as investments in digital capabilities and business growth. These increases were partially offset by improved operating efficiencies.
Global Wealth & Investment Management
Net income for GWIM increased$312 million to $3.1 billion in 2017 compared to 2016 due to higher revenue, partially offset by an increase in noninterest expense. Net interest income increased $414 million to $6.2 billion driven by higher short-term interest rates. Noninterest income, which primarily includes investment and brokerage services income, increased $526 million to $12.4 billion. The increase in noninterest income was driven by the impact of AUM flows and higher market valuations, partially offset by the impact of changing market dynamics on similar risk characteristics such astransactional revenue and AUM pricing. Noninterest expense increased $390 million to $13.6 billion primarily driven by higher revenue-related incentive costs.
Global Banking
Net income for Global Banking increased $1.2 billion to $7.0 billion in2017compared to2016 driven byhigherrevenueandlower
provision for credit risk, collateral typelosses. Revenue increased $1.6 billion to $20.0 billion driven by higher net interest income and noninterest income. Net interest rate risk. The Corporation estimatesincome increased $1.0 billion to $10.5 billion due to loan and deposit-related growth, higher short-term rates on an increased deposit base and the amount and timing of expected cash flows for each loan or pool of loans. The expected cash flows in excessimpact of the amount paidallocation of ALM activities, partially offset by credit spread compression. Noninterest income increased $521 million to $9.5 billion largely due to higher investment banking fees. The provision for the loans is referredcredit lossesdecreased$671millionto$212 millionin2017primarily driven by reductions in energy exposures and continued portfolio improvement, partially offset by Global Banking’s portion of a 2017 single-name non-U.S. commercial charge-off. Noninterest expense increased $110 million to as the accretable yield$8.6 billion in 2017 primarily driven by higher investments in technology and is recorded as interesthigher deposit insurance, partially offset by lower litigation costs.
Global Markets
Net income over the remaining estimated lifefor Global Markets decreased $524 million to $3.3 billion in 2017 compared to 2016. Net DVA losses were $428 million compared to losses of the loan or pool of loans. The excess of the PCI loans’ contractual principal$238 million in 2016. Excluding net DVA, net income decreased $405 million to $3.6 billion primarily driven by higher noninterest expense, lower sales and interest over the expected cash flows is referred to as the nonaccretable difference. Over the life of the PCI loans, the expected cash flows continue to be estimated using models that incorporate management’s estimate of current assumptions such as default rates, loss severitytrading revenue and prepayment speeds. If, upon subsequent valuation, the Corporation determines it is probable that the present value of the expected cash flows has decreased, a charge toan increase in the provision for credit losses, is recorded with a corresponding increasepartially offset by higher investment banking fees. Sales and trading revenue, excluding net DVA, decreased $423 million primarily due to weaker performance in the allowance for credit losses. If it is probable that there is a significant increase in the present value of expected cash flows, the allowancerates products and emerging markets. The provision for credit losses is reduced or, if there is no remaining allowanceincreased $133 million to $164 million in 2017, reflecting Global Markets’ portion of a single-name non-U.S. commercial charge-off. Noninterest expense increased $560 million to $10.7 billion primarily due to higher litigation expense and continued investments in technology.
All Other
The net loss for All Other increased $1.6 billion to a net loss of $3.3 billion, driven by a charge of $2.9 billion due to enactment of the Tax Act. The pretax loss for 2017 compared to 2016 decreased $523 million reflecting lower noninterest expense and a larger benefit in the provision for credit losses, partially offset by a decline in revenue. Revenue declined $1.5 billion primarily due to lower mortgage banking income. All other noninterest loss decreased marginally and included a pretax gain of $793 million on the sale of the non-U.S. credit card business and a downward valuation adjustment of $946 million on tax-advantaged energy investments in connection with the Tax Act.
The benefit in the provision for credit losses increased $461 million to a benefit of $561 million primarily driven by continued runoff of the non-core portfolio, loan sale recoveries and the sale of the non-U.S. consumer credit card business.
Noninterest expense decreased $1.5 billion to $4.1 billion driven by lower litigation expense, lower personnel expense and a decline in non-core mortgage servicing costs.
The income tax benefit was $1.0 billion in 2017 compared to a benefit of $3.1 billion in 2016. The decrease in the tax benefit was driven by the impacts of the Tax Act. Both periods include income tax benefit adjustments to eliminate the FTE treatment of certain tax credits recorded in Global Banking.

Bank of America 2018 80


Statistical Tables
Table of Contents
Page
           
Table IOutstanding Loans and Leases
           
  December 31
(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Residential mortgage$208,557
 $203,811
 $191,797
 $187,911
 $216,197
Home equity48,286
 57,744
 66,443
 75,948
 85,725
U.S. credit card98,338
 96,285
 92,278
 89,602
 91,879
Non-U.S. credit card
 
 9,214
 9,975
 10,465
Direct/Indirect consumer (1)
91,166
 96,342
 95,962
 90,149
 81,386
Other consumer (2)
202
 166
 626
 713
 841
Total consumer loans excluding loans accounted for under the fair value option446,549
 454,348
 456,320
 454,298
 486,493
Consumer loans accounted for under the fair value option (3)
682
 928
 1,051
 1,871
 2,077
Total consumer447,231
 455,276
 457,371
 456,169
 488,570
Commercial         
U.S. commercial299,277
 284,836
 270,372
 252,771
 220,293
Non-U.S. commercial98,776
 97,792
 89,397
 91,549
 80,083
Commercial real estate (4)
60,845
 58,298
 57,355
 57,199
 47,682
Commercial lease financing22,534
 22,116
 22,375
 21,352
 19,579
  481,432
 463,042
 439,499
 422,871
 367,637
U.S. small business commercial (5)
14,565
 13,649
 12,993
 12,876
 13,293
Total commercial loans excluding loans accounted for under the fair value option495,997
 476,691
 452,492
 435,747
 380,930
Commercial loans accounted for under the fair value option (3)
3,667
 4,782
 6,034
 5,067
 6,604
Total commercial499,664
 481,473
 458,526
 440,814
 387,534
Less: Loans of business held for sale (6)

 
 (9,214) 
 
Total loans and leases$946,895
 $936,749
 $906,683
 $896,983
 $876,104
(1)
Includes auto and specialty lending loans and leases of $50.1 billion, $52.4 billion, $50.7 billion, $43.9 billion and $38.7 billion, unsecured consumer lending loans of $383 million, $469 million, $585 million, $886 million and $1.5 billion, U.S. securities-based lending loans of $37.0 billion, $39.8 billion, $40.1 billion, $39.8 billion and $35.8 billion, non-U.S. consumer loans of $2.9 billion, $3.0 billion, $3.0 billion, $3.9 billion and $4.0 billion, student loans of $0, $0, $497 million, $564 million and $632 million, and other consumer loans of $746 million, $684 million, $1.1 billion, $1.0 billion and $761 million at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(2)
Substantially all of other consumer at December 31, 2018 and 2017 is consumer overdrafts. Other consumer at December 31, 2016, 2015 and 2014 also includes consumer finance loans of $465 million, $564 million and $676 million, respectively.
(3)
Consumer loans accounted for under the fair value option were residential mortgage loans of $336 million, $567 million, $710 million, $1.6 billion and $1.9 billion, and home equity loans of $346 million, $361 million, $341 million, $250 million and $196 million at December 31, 2018, 2017, 2016, 2015 and 2014, respectively. Commercial loans accounted for under the fair value option were U.S. commercial loans of $2.5 billion, $2.6 billion, $2.9 billion, $2.3 billion and $1.9 billion, and non-U.S. commercial loans of $1.1 billion, $2.2 billion, $3.1 billion, $2.8 billion and $4.7 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(4)
Includes U.S. commercial real estate loans of $56.6 billion, $54.8 billion, $54.3 billion, $53.6 billion and $45.2 billion, and non-U.S. commercial real estate loans of $4.2 billion, $3.5 billion, $3.1 billion, $3.5 billion and $2.5 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(5)
Includes card-related products.
(6)
Represents non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet.


81Bank of America 2018






           
Table II
Nonperforming Loans, Leases and Foreclosed Properties (1)
           
  December 31
(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Residential mortgage$1,893
 $2,476
 $3,056
 $4,803
 $6,889
Home equity1,893
 2,644
 2,918
 3,337
 3,901
Direct/Indirect consumer56
 46
 28
 24
 28
Other consumer
 
 2
 1
 1
Total consumer (2)
3,842
 5,166
 6,004
 8,165
 10,819
Commercial 
  
  
  
  
U.S. commercial794
 814
 1,256
 867
 701
Non-U.S. commercial80
 299
 279
 158
 1
Commercial real estate156
 112
 72
 93
 321
Commercial lease financing18
 24
 36
 12
 3
  1,048
 1,249
 1,643
 1,130
 1,026
U.S. small business commercial54
 55
 60
 82
 87
Total commercial (3)
1,102
 1,304
 1,703
 1,212
 1,113
Total nonperforming loans and leases4,944
 6,470
 7,707
 9,377
 11,932
Foreclosed properties300
 288
 377
 459
 697
Total nonperforming loans, leases and foreclosed properties$5,244
 $6,758
 $8,084
 $9,836
 $12,629
(1)
Balances do not include PCI loans even though the customer may be contractually past due. PCI loans were recorded at fair value upon acquisition and accrete interest income over the remaining life of the loan. In addition, balances do not include foreclosed properties insured by certain government-guaranteed loans, principally FHA-insured loans, that entered foreclosure of $488 million, $801 million, $1.2 billion, $1.4 billion and $1.1 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(2)
In 2018, $625 million in interest income was estimated to be contractually due on $3.8 billion of consumer loans and leases classified as nonperforming at December 31, 2018, as presented in the table above, plus $6.8 billion of TDRs classified as performing at December 31, 2018. Approximately $388 million of the estimated $625 million in contractual interest was received and included in interest income for 2018.
(3)
In 2018, $119 million in interest income was estimated to be contractually due on $1.1 billion of commercial loans and leases classified as nonperforming at December 31, 2018, as presented in the table above, plus $1.3 billion of TDRs classified as performing at December 31, 2018. Approximately $84 million of the estimated $119 million in contractual interest was received and included in interest income for 2018.
           
Table III 
Accruing Loans and Leases Past Due 90 Days or More (1)
           
  December 31
(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Residential mortgage (2)
$1,884
 $3,230
 $4,793
 $7,150
 $11,407
U.S. credit card994
 900
 782
 789
 866
Non-U.S. credit card
 
 66
 76
 95
Direct/Indirect consumer38
 40
 34
 39
 64
Other consumer
 
 4
 3
 1
Total consumer2,916
 4,170
 5,679
 8,057
 12,433
Commercial 
  
  
  
  
U.S. commercial 197
 144
 106
 113
 110
Non-U.S. commercial
 3
 5
 1
 
Commercial real estate4
 4
 7
 3
 3
Commercial lease financing29
 19
 19
 15
 40
  230
 170
 137
 132
 153
U.S. small business commercial84
 75
 71
 61
 67
Total commercial314
 245
 208
 193
 220
Total accruing loans and leases past due 90 days or more$3,230
 $4,415
 $5,887
 $8,250
 $12,653
(1)
Our policy is to classify consumer real estate-secured loans as nonperforming at 90 days past due, except the PCI loan portfolio, the fully-insured loan portfolio and loans accounted for under the fair value option.
(2)
Balances are fully-insured loans.


Bank of America 2018 82


         
Table IV
Selected Loan Maturity Data (1, 2)
       
         
  December 31, 2018
(Dollars in millions)
Due in One
Year or Less
 Due After One Year Through Five Years 
Due After
Five Years
 Total
U.S. commercial$74,365
 $194,116
 $47,888
 $316,369
U.S. commercial real estate11,622
 40,393
 4,590
 56,605
Non-U.S. and other (3)
42,217
 55,360
 6,579
 104,156
Total selected loans$128,204
 $289,869
 $59,057
 $477,130
Percent of total27% 61% 12% 100%
Sensitivity of selected loans to changes in interest rates for loans due after one year: 
  
  
  
Fixed interest rates 
 $17,109
 $27,664
  
Floating or adjustable interest rates 
 272,760
 31,393
  
Total 
 $289,869
 $59,057
  
(1)
Loan maturities are based on the remaining maturities under contractual terms.
(2)
Includes loans accounted for under the fair value option.
(3)
Loan maturities include non-U.S. commercial and commercial real estate loans.
           
Table VAllowance for Credit Losses         
           
(Dollars in millions)2018 2017 2016 2015 2014
Allowance for loan and lease losses, January 1$10,393
 $11,237
 $12,234
 $14,419
 $17,428
Loans and leases charged off     
  
  
Residential mortgage(207) (188) (403) (866) (855)
Home equity(483) (582) (752) (975) (1,364)
U.S. credit card(3,345) (2,968) (2,691) (2,738) (3,068)
Non-U.S. credit card (1)

 (103) (238) (275) (357)
Direct/Indirect consumer(495) (491) (392) (383) (456)
Other consumer(197) (212) (232) (224) (268)
Total consumer charge-offs(4,727) (4,544) (4,708) (5,461) (6,368)
U.S. commercial (2)
(575) (589) (567) (536) (584)
Non-U.S. commercial(82) (446) (133) (59) (35)
Commercial real estate(10) (24) (10) (30) (29)
Commercial lease financing(8) (16) (30) (19) (10)
Total commercial charge-offs(675) (1,075) (740) (644) (658)
Total loans and leases charged off(5,402) (5,619) (5,448) (6,105) (7,026)
Recoveries of loans and leases previously charged off     
  
  
Residential mortgage179
 288
 272
 393
 969
Home equity485
 369
 347
 339
 457
U.S. credit card508
 455
 422
 424
 430
Non-U.S. credit card (1)

 28
 63
 87
 115
Direct/Indirect consumer300
 277
 258
 271
 287
Other consumer15
 49
 27
 31
 39
Total consumer recoveries1,487
 1,466
 1,389
 1,545
 2,297
U.S. commercial (3)
120
 142
 175
 172
 214
Non-U.S. commercial14
 6
 13
 5
 1
Commercial real estate9
 15
 41
 35
 112
Commercial lease financing9
 11
 9
 10
 19
Total commercial recoveries152
 174
 238
 222
 346
Total recoveries of loans and leases previously charged off1,639
 1,640
 1,627
 1,767
 2,643
Net charge-offs(3,763) (3,979) (3,821) (4,338) (4,383)
Write-offs of PCI loans(273) (207) (340) (808) (810)
Provision for loan and lease losses3,262
 3,381
 3,581
 3,043
 2,231
Other (4)
(18) (39) (174) (82) (47)
Total allowance for loan and lease losses, December 319,601
 10,393
 11,480
 12,234
 14,419
Less: Allowance included in assets of business held for sale (5)

 
 (243) 
 
Allowance for loan and lease losses, December 319,601
 10,393
 11,237
 12,234
 14,419
Reserve for unfunded lending commitments, January 1777
 762
 646
 528
 484
Provision for unfunded lending commitments20
 15
 16
 118
 44
Other (4)

 
 100
 
 
Reserve for unfunded lending commitments, December 31797
 777
 762
 646
 528
Allowance for credit losses, December 31$10,398
 $11,170
 $11,999
 $12,880
 $14,947
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold in 2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million, $258 million, $253 million, $282 million and $345 million in 2018, 2017, 2016, 2015 and 2014, respectively.
(3)
Includes U.S. small business commercial recoveries of $47 million, $43 million, $45 million, $57 million and $63 million in 2018, 2017, 2016, 2015 and 2014, respectively.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale and certain other reclassifications.
(5)
Represents allowance related to the non-U.S. credit card loan portfolio, which was sold in 2017.

83Bank of America 2018






           
Table VAllowance for Credit Losses (continued)         
           
(Dollars in millions)2018 2017 2016 2015 2014
Loan and allowance ratios (6):
         
Loans and leases outstanding at December 31 (7)
$942,546
 $931,039
 $908,812
 $890,045
 $867,422
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.02% 1.12% 1.26% 1.37% 1.66%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.08
 1.18
 1.36
 1.63
 2.05
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (9)
0.97
 1.05
 1.16
 1.11
 1.16
Average loans and leases outstanding (7)
$927,531
 $911,988
 $892,255
 $869,065
 $888,804
Net charge-offs as a percentage of average loans and leases outstanding (7, 10)
0.41% 0.44% 0.43% 0.50% 0.49%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (7)
0.44
 0.46
 0.47
 0.59
 0.58
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7)
194
 161
 149
 130
 121
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (10)
2.55
 2.61
 3.00
 2.82
 3.29
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
 2.76
 2.38
 2.78
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (11)
$4,031
 $3,971
 $3,951
 $4,518
 $5,944
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (7, 11)
113% 99% 98% 82% 71%
(6)
Loan and allowance ratios for 2016 include $243 million of non-U.S. credit card allowance for loan and lease losses and $9.2 billion of ending non-U.S. credit card loans, which were sold in 2017.
(7)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion, $5.7 billion, $7.1 billion, $6.9 billion and $8.7 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively. Average loans accounted for under the fair value option were $5.5 billion, $6.7 billion, $8.2 billion, $7.7 billion and $9.9 billion in 2018, 2017, 2016, 2015 and 2014, respectively.
(8)
Excludes consumer loans accounted for under the fair value option of $682 million, $928 million, $1.1 billion, $1.9 billion and $2.1 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(9)
Excludes commercial loans accounted for under the fair value option of $3.7 billion, $4.8 billion, $6.0 billion, $5.1 billion and $6.6 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(10)
Net charge-offs exclude $273 million, $207 million, $340 million, $808 million and $810 million of write-offs in the PCI loan portfolio in 2018, 2017, 2016, 2015 and 2014 respectively. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(11)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking and PCI loans and the non-U.S. credit card portfolio in All Other.

                     
Table VIAllocation of the Allowance for Credit Losses by Product Type
                     
 December 31
 2018 2017 2016 2015 2014
(Dollars in millions)Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
Allowance for loan and lease losses 
  
  
  
  
  
  
  
  
  
Residential mortgage$422
 4.40% $701
 6.74% $1,012
 8.82% $1,500
 12.26% $2,900
 20.11%
Home equity506
 5.27
 1,019
 9.80
 1,738
 15.14
 2,414
 19.73
 3,035
 21.05
U.S. credit card3,597
 37.47
 3,368
 32.41
 2,934
 25.56
 2,927
 23.93
 3,320
 23.03
Non-U.S. credit card
 
 
 
 243
 2.12
 274
 2.24
 369
 2.56
Direct/Indirect consumer248
 2.58
 264
 2.54
 244
 2.13
 223
 1.82
 299
 2.07
Other consumer29
 0.30
 31
 0.30
 51
 0.44
 47
 0.38
 59
 0.41
Total consumer4,802
 50.02
 5,383
 51.79
 6,222
 54.21
 7,385
 60.36
 9,982
 69.23
U.S. commercial (1)
3,010
 31.35
 3,113
 29.95
 3,326
 28.97
 2,964
 24.23
 2,619
 18.16
Non-U.S. commercial677
 7.05
 803
 7.73
 874
 7.61
 754
 6.17
 649
 4.50
Commercial real estate958
 9.98
 935
 9.00
 920
 8.01
 967
 7.90
 1,016
 7.05
Commercial lease financing154
 1.60
 159
 1.53
 138
 1.20
 164
 1.34
 153
 1.06
Total commercial4,799
 49.98
 5,010
 48.21
 5,258
 45.79
 4,849
 39.64
 4,437
 30.77
Total allowance for loan and lease losses (2)
9,601
 100.00% 10,393
 100.00% 11,480
 100.00% 12,234
 100.00% 14,419
 100.00%
Less: Allowance included in assets of business held for sale (3)

   
   (243)   
   
  
Allowance for loan and lease losses9,601
   10,393
   11,237
   12,234
   14,419
  
Reserve for unfunded lending commitments797
   777
  
 762
   646
   528
  
Allowance for credit losses$10,398
   $11,170
  
 $11,999
   $12,880
   $14,947
  
(1)
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million, $439 million, $416 million, $507 million and $536 million at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(2)
Includes $91 million, $289 million, $419 million, $804 million and $1.7 billion of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(3)
Represents allowance for loan and lease losses related to the non-U.S. credit card loan portfolio, which was sold in 2017.

Bank of America 2018 84


Item 7A. Quantitative and Qualitative Disclosures about Market Risk
See Market Risk Management on page 70 in the MD&A and the sections referenced therein for Quantitative and Qualitative Disclosures about Market Risk.
Item 8. Financial Statements and Supplementary Data
Table of Contents
Page


85Bank of America 2018






Report of Management on Internal Control Over Financial Reporting
The management of Bank of America Corporation is responsible for establishing and maintaining adequate internal control over financial reporting.
The Corporation’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with accounting principles generally accepted in the United States of America. The Corporation’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the Corporation; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with accounting principles generally accepted in the United States of America, and that receipts and expenditures of the Corporation are being made only in accordance with authorizations of management and directors of the Corporation; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the Corporation’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
Management assessed the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2018 based on the framework set forth by the Committee of Sponsoring Organizations of the Treadway Commission in Internal Control – Integrated Framework (2013). Based on that assessment, management concluded that, as of December 31, 2018, the Corporation’s internal control over financial reporting is effective.
The Corporation’s internal control over financial reporting as of December 31, 2018 has been audited by PricewaterhouseCoopers, LLP, an independent registered public accounting firm, as stated in their accompanying report which expresses an unqualified opinion on the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2018.
ceosignature4q20.jpg
Brian T. Moynihan
Chairman, Chief Executive Officer and President

cfosignature4q20.jpg
Paul M. Donofrio
Chief Financial Officer


Bank of America 2018 86


Report of Independent Registered Public Accounting Firm
To the Board of Directors and Shareholders of Bank of America Corporation:
Opinions on the Financial Statements and Internal Control over Financial Reporting
We have audited the accompanying consolidated balance sheets of Bank of America Corporation and its subsidiaries as of December 31, 2018and December 31, 2017,and the related consolidated statements of income, comprehensive income, changes in shareholders’ equity and cash flows for each of the three years in the period ended December 31, 2018, including the related notes (collectively referred to as the “consolidated financial statements”). We also have audited the Corporation’s internal control over financial reporting as of December 31, 2018, based on criteria established in Internal Control - Integrated Framework(2013)issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).
In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Corporation as of December 31, 2018 and December 31, 2017, and the results of itsoperations and itscash flows for each of the three years in the period ended December 31, 2018in conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Corporation maintained, in all material respects, effective internal control over financial reporting as of December 31, 2018, based on criteria established in Internal Control - Integrated Framework(2013)issued by the COSO.
Basis for Opinions
The Corporation’s management is responsible for these PCI loans,consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the accretable yieldeffectiveness of internal control over financial reporting, included in the accompanying Report of Management on Internal Control Over Financial Reporting. Our responsibility is increased throughto express opinions on the Corporation’s consolidated financial statements and on the Corporation’s internal control over financial reporting based on our audits. We are a reclassificationpublic accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to the Corporation in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective internal control over financial reporting was maintained in all material respects.
Our audits of the consolidated financial statements included performing procedures to assess the risks of material
misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.
Definition and Limitations of Internal Control over Financial Reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
pwcsignaturea03.jpg
Charlotte, North Carolina
February 26, 2019

We have served as the Corporation’s auditor since 1958.



87Bank of America 2018






Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Income
      
(In millions, except per share information)2018 2017 2016
Interest income 
  
  
Loans and leases$40,811
 $36,221
 $33,228
Debt securities11,724
 10,471
 9,167
Federal funds sold and securities borrowed or purchased under agreements to resell3,176
 2,390
 1,118
Trading account assets4,811
 4,474
 4,423
Other interest income6,247
 4,023
 3,121
Total interest income66,769
 57,579
 51,057
      
Interest expense 
  
  
Deposits4,495
 1,931
 1,015
Short-term borrowings5,839
 3,538
 2,350
Trading account liabilities1,358
 1,204
 1,018
Long-term debt7,645
 6,239
 5,578
Total interest expense19,337
 12,912
 9,961
Net interest income47,432
 44,667
 41,096
      
Noninterest income 
  
  
Card income6,051
 5,902
 5,851
Service charges7,767
 7,818
 7,638
Investment and brokerage services14,160
 13,836
 13,349
Investment banking income5,327
 6,011
 5,241
Trading account profits8,540
 7,277
 6,902
Other income1,970
 1,841
 3,624
Total noninterest income43,815
 42,685
 42,605
Total revenue, net of interest expense91,247
 87,352
 83,701
      
Provision for credit losses3,282
 3,396
 3,597
      
Noninterest expense 
  
  
Personnel31,880
 31,931
 32,018
Occupancy4,066
 4,009
 4,038
Equipment1,705
 1,692
 1,804
Marketing1,674
 1,746
 1,703
Professional fees1,699
 1,888
 1,971
Data processing3,222
 3,139
 3,007
Telecommunications699
 699
 746
Other general operating8,436
 9,639
 9,796
Total noninterest expense53,381
 54,743
 55,083
Income before income taxes34,584
 29,213
 25,021
Income tax expense6,437
 10,981
 7,199
Net income$28,147
 $18,232
 $17,822
Preferred stock dividends1,451
 1,614
 1,682
Net income applicable to common shareholders$26,696
 $16,618
 $16,140
      
Per common share information 
  
  
Earnings$2.64
 $1.63
 $1.57
Diluted earnings2.61
 1.56
 1.49
Average common shares issued and outstanding10,096.5
 10,195.6
 10,284.1
Average diluted common shares issued and outstanding10,236.9
 10,778.4
 11,046.8
      
Consolidated Statement of Comprehensive Income
      
(Dollars in millions)2018 2017 2016
Net income$28,147
 $18,232
 $17,822
Other comprehensive income (loss), net-of-tax:     
Net change in debt and equity securities(3,953) 61
 (1,345)
Net change in debit valuation adjustments749
 (293) (156)
Net change in derivatives(53) 64
 182
Employee benefit plan adjustments(405) 288
 (524)
Net change in foreign currency translation adjustments(254) 86
 (87)
Other comprehensive income (loss)(3,916) 206
 (1,930)
Comprehensive income$24,231
 $18,438
 $15,892
See accompanying Notes to Consolidated Financial Statements.

Bank of America 2018 88


Bank of America Corporation and Subsidiaries
     
Consolidated Balance Sheet
  December 31
(Dollars in millions)2018 2017
Assets 
  
Cash and due from banks$29,063
 $29,480
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks148,341
 127,954
Cash and cash equivalents177,404
 157,434
Time deposits placed and other short-term investments7,494
 11,153
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $56,399 and $52,906 measured at fair value)
261,131
 212,747
Trading account assets (includes $119,363 and $106,274 pledged as collateral)
214,348
 209,358
Derivative assets43,725
 37,762
Debt securities: 
  
Carried at fair value238,101
 315,117
Held-to-maturity, at cost (fair value – $200,435 and $123,299)
203,652
 125,013
Total debt securities441,753

440,130
Loans and leases (includes $4,349 and $5,710 measured at fair value)
946,895
 936,749
Allowance for loan and lease losses(9,601) (10,393)
Loans and leases, net of allowance937,294

926,356
Premises and equipment, net9,906
 9,247
Goodwill68,951
 68,951
Loans held-for-sale (includes $2,942 and $2,156 measured at fair value)
10,367
 11,430
Customer and other receivables65,814
 61,623
Other assets (includes $19,739 and $22,581 measured at fair value)
116,320
 135,043
Total assets$2,354,507

$2,281,234
     
Liabilities 
  
Deposits in U.S. offices: 
  
Noninterest-bearing$412,587
 $430,650
Interest-bearing (includes $492 and $449 measured at fair value)
891,636
 796,576
Deposits in non-U.S. offices:   
Noninterest-bearing14,060
 14,024
Interest-bearing63,193
 68,295
Total deposits1,381,476
 1,309,545
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $28,875 and $36,182 measured at fair value)
186,988
 176,865
Trading account liabilities68,220
 81,187
Derivative liabilities37,891
 34,300
Short-term borrowings (includes $1,648 and $1,494 measured at fair value)
20,189
 32,666
Accrued expenses and other liabilities (includes $20,075 and $22,840 measured at fair value
   and $797 and $777 of reserve for unfunded lending commitments)
165,078
 152,123
Long-term debt (includes $27,637 and $31,786 measured at fair value)
229,340
 227,402
Total liabilities2,089,182
 2,014,088
Commitments and contingencies (Note 7 – Securitizations and Other Variable Interest Entities
   and Note 12 – Commitments and Contingencies)


  
Shareholders’ equity 
  
Preferred stock, $0.01 par value; authorized – 100,000,000 shares; issued and outstanding – 3,843,140 and 3,837,683 shares
22,326
 22,323
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 9,669,286,370 and 10,287,302,431 shares
118,896
 138,089
Retained earnings136,314
 113,816
Accumulated other comprehensive income (loss)(12,211) (7,082)
Total shareholders’ equity265,325
 267,146
Total liabilities and shareholders’ equity$2,354,507
 $2,281,234
     
 Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)   
 Trading account assets$5,798
 $6,521
 Loans and leases43,850
 48,929
 Allowance for loan and lease losses(912) (1,016)
 Loans and leases, net of allowance42,938

47,913
 All other assets337
 1,721
 Total assets of consolidated variable interest entities$49,073
 $56,155
 Liabilities of consolidated variable interest entities included in total liabilities above 
  
 Short-term borrowings$742
 $312
 
Long-term debt (includes $10,943 and $9,872 of non-recourse debt)
10,944
 9,873
 
All other liabilities (includes $27 and $34 of non-recourse liabilities)
30
 37
 Total liabilities of consolidated variable interest entities$11,716
 $10,222
See accompanying Notes to Consolidated Financial Statements.

89Bank of America 2018






Bank of America Corporation and Subsidiaries
            
Consolidated Statement of Changes in Shareholders’ Equity
            
 
Preferred
Stock
 
Common Stock and
Additional Paid-in Capital
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income (Loss)
 
Total
Shareholders’
Equity
(In millions) Shares Amount   
Balance, December 31, 2015$22,273
 10,380.3
 $151,042
 $87,658
 $(5,358) $255,615
Net income 
  
  
 17,822
   17,822
Net change in debt and equity securities 
  
  
  
 (1,345) (1,345)
Net change in debit valuation adjustments        (156) (156)
Net change in derivatives 
  
  
  
 182
 182
Employee benefit plan adjustments 
  
  
  
 (524) (524)
Net change in foreign currency translation adjustments 
  
  
   (87) (87)
Dividends declared: 
  
  
    
  
Common   
   (2,573)  
 (2,573)
Preferred   
  
 (1,682)  
 (1,682)
Issuance of preferred stock2,947
         2,947
Common stock issued under employee plans, net, and related tax effects  5.1
 1,108
  
  
 1,108
Common stock repurchased  (332.8) (5,112)     (5,112)
Balance, December 31, 2016$25,220
 10,052.6
 $147,038
 $101,225
 $(7,288) $266,195
Net income      18,232
   18,232
Net change in debt and equity securities        61
 61
Net change in debit valuation adjustments        (293) (293)
Net change in derivatives        64
 64
Employee benefit plan adjustments        288
 288
Net change in foreign currency translation adjustments        86
 86
Dividends declared:          

Common      (4,027)   (4,027)
Preferred      (1,578)   (1,578)
Common stock issued in connection with exercise of warrants and exchange of preferred stock(2,897) 700.0
 2,933
 (36)   
Common stock issued under employee plans, net, and other  43.3
 932
     932
Common stock repurchased  (508.6) (12,814)     (12,814)
Balance, December 31, 2017$22,323
 10,287.3
 $138,089
 $113,816
 $(7,082) $267,146
Cumulative adjustment for adoption of hedge accounting standard      (32) 57
 25
Adoption of accounting standard related to certain tax effects stranded in accumulated other comprehensive income (loss)      1,270
 (1,270) 
Net income      28,147
   28,147
Net change in debt and equity securities        (3,953) (3,953)
Net change in debit valuation adjustments        749
 749
Net change in derivatives        (53) (53)
Employee benefit plan adjustments        (405) (405)
Net change in foreign currency translation adjustments        (254) (254)
Dividends declared:          

Common      (5,424)   (5,424)
Preferred      (1,451)   (1,451)
Issuance of preferred stock4,515
         4,515
Redemption of preferred stock(4,512)     

   (4,512)
Common stock issued under employee plans, net, and other  58.2
 901
 (12)   889
Common stock repurchased  (676.2) (20,094)     (20,094)
Balance, December 31, 2018$22,326
 9,669.3
 $118,896
 $136,314
 $(12,211) $265,325
See accompanying Notes to Consolidated Financial Statements.

Bank of America 2018 90


Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Cash Flows
      
(Dollars in millions)2018 2017 2016
Operating activities 
  
  
Net income$28,147
 $18,232
 $17,822
Adjustments to reconcile net income to net cash provided by operating activities: 
  
  
Provision for credit losses3,282
 3,396
 3,597
Gains on sales of debt securities(154) (255) (490)
Depreciation and premises improvements amortization1,525
 1,482
 1,511
Amortization of intangibles538
 621
 730
Net amortization of premium/discount on debt securities1,824
 2,251
 3,134
Deferred income taxes3,041
 8,175
 5,793
Stock-based compensation1,729
 1,649
 1,367
Loans held-for-sale:     
Originations and purchases(28,071) (43,506) (33,107)
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
28,972
 40,548
 32,588
Net change in:     
Trading and derivative instruments(23,673) (14,663) (2,635)
Other assets11,920
 (20,090) (14,103)
Accrued expenses and other liabilities13,010
 4,673
 (35)
Other operating activities, net(2,570) 7,351
 1,105
Net cash provided by operating activities39,520
 9,864
 17,277
Investing activities 
  
  
Net change in:     
Time deposits placed and other short-term investments3,659
 (1,292) (2,117)
Federal funds sold and securities borrowed or purchased under agreements to resell(48,384) (14,523) (5,742)
Debt securities carried at fair value:     
Proceeds from sales5,117
 73,353
 71,547
Proceeds from paydowns and maturities78,513
 93,874
 108,592
Purchases(76,640) (166,975) (189,061)
Held-to-maturity debt securities:     
Proceeds from paydowns and maturities18,789
 16,653
 18,677
Purchases(35,980) (25,088) (39,899)
Loans and leases:     
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
21,365
 11,996
 18,787
Purchases(4,629) (6,846) (12,283)
Other changes in loans and leases, net(31,292) (41,104) (31,194)
Other investing activities, net(1,986) 8,411
 408
Net cash used in investing activities(71,468) (51,541) (62,285)
Financing activities 
  
  
Net change in:     
Deposits71,931
 48,611
 63,675
Federal funds purchased and securities loaned or sold under agreements to repurchase10,070
 7,024
 (4,000)
Short-term borrowings(12,478) 8,538
 (4,014)
Long-term debt:     
Proceeds from issuance64,278
 53,486
 35,537
Retirement(53,046) (49,480) (51,623)
Preferred stock:     
Proceeds from issuance4,515
 
 2,947
Redemption(4,512) 
 
Common stock repurchased(20,094) (12,814) (5,112)
Cash dividends paid(6,895) (5,700) (4,194)
Other financing activities, net(651) (397) (63)
Net cash provided by financing activities53,118
 49,268
 33,153
Effect of exchange rate changes on cash and cash equivalents(1,200) 2,105
 240
Net increase (decrease) in cash and cash equivalents19,970
 9,696
 (11,615)
Cash and cash equivalents at January 1157,434
 147,738
 159,353
Cash and cash equivalents at December 31$177,404
 $157,434
 $147,738
Supplemental cash flow disclosures     
Interest paid$19,087
 $12,852
 $10,510
Income taxes paid, net2,470
 3,235
 1,043

See accompanying Notes to Consolidated Financial Statements.

91Bank of America 2018






Bank of America Corporation and Subsidiaries
Notes to Consolidated Financial Statements
NOTE 1 Summary of Significant Accounting Principles
Bank of America Corporation, a bank holding company and a financial holding company, provides a diverse range of financial services and products throughout the U.S. and in certain international markets. The term “the Corporation” as used herein may refer to Bank of America Corporation, individually, Bank of America Corporation and its subsidiaries, or certain of Bank of America Corporation’s subsidiaries or affiliates.
Principles of Consolidation and Basis of Presentation
The Consolidated Financial Statements include the accounts of the Corporation and its majority-owned subsidiaries and those variable interest entities (VIEs) where the Corporation is the primary beneficiary. Intercompany accounts and transactions have been eliminated. Results of operations of acquired companies are included from nonaccretable difference,the dates of acquisition and for VIEs, from the dates that the Corporation became the primary beneficiary. Assets held in an agency or fiduciary capacity are not included in the Consolidated Financial Statements. The Corporation accounts for investments in companies for which it owns a voting interest and for which it has the ability to exercise significant influence over operating and financing decisions using the equity method of accounting. These investments are included in other assets. Equity method investments are subject to impairment testing, and the Corporation’s proportionate share of income or loss is included in other income.
The preparation of the Consolidated Financial Statements in conformity with accounting principles generally accepted in the United States of America (GAAP) requires management to make estimates and assumptions that affect reported amounts and disclosures. Realized results could materially differ from those estimates and assumptions. Certain prior-period amounts have been reclassified to conform to current-period presentation.
New Accounting Standards
Effective January 1, 2018, the Corporation adopted the following new accounting standards on a prospective basis.
Revenue Recognition The new accounting standard addresses the recognition of revenue from contracts with customers. For additional information, see Revenue Recognition Accounting Policies in this Note, and.
Hedge Accounting The new accounting standard simplifies and expands the ability to apply hedge accounting to certain risk management activities. For additional information,see .
Recognition and Measurement of Financial Assets and Liabilities The new accounting standard relates to the recognition and measurement of financial instruments, including equity investments. For additional information, see and .
Tax Effects in Accumulated Other Comprehensive Income The new accounting standard addresses certain tax effects stranded in accumulated other comprehensive income (OCI) related to the 2017 Tax Cuts and Job Act (the Tax Act).For additional information, see .
Effective January 1, 2018, the Corporation adopted the following new accounting standards on a retrospective basis, resulting in a prospective increaserestatement of all prior periods presented in interest income. Reclassifications to or from nonaccretable difference can also occur forthe Consolidated Statement of Income and the Consolidated Statement of Cash Flows. The changes in presentation are not material to the PCI loans’ estimated lives. If a loan within a PCI pool is sold, foreclosed, forgiven or the expectation of any future proceeds is remote, the loan is removed from the pool at its proportional carrying value. If the loan’s recovery value is less than the loan’s carrying value, the difference is first applied against the PCI pool’s nonaccretable difference and then against the allowance for credit losses.individual line items affected.
Leases
The Corporation provides equipment financing to its customers through a variety of lease arrangements. Direct financing leases are carried at the aggregate of lease payments receivable plus estimated residual value of the leased property less unearned income. Leveraged leases, which are a form of financing leases, are reported net of non-recourse debt. Unearned income on leveraged and direct financing leases is accreted to interest income over the lease terms using methods that approximate the interest method.
Presentation of Pension CostsThe new accounting standard requires separate presentation of the service cost component of pension expense from all other components of net pension benefit/cost in the Consolidated Statement of Income. As a result, the service cost component continues to be presented in personnel expense while other components of net pension benefit/cost (e.g., interest cost, actual return on plan assets, amortization of prior service cost) are now presented in other general operating expense. For additional information, see .
Classification of Cash Flows and Restricted CashThe new accounting standards address the classification of certain cash receipts and cash payments in the statement of cash flows as well as the presentation and disclosure of restricted cash. For more information on restricted cash, see .
Allowance for Credit Losses
Allowance for Loan and Lease Losses
The allowance for loan and lease losses is comprised of two components. The first component covers nonperforming commercial loans and TDRs. The second component covers loans and leases on which there are incurred losses that are not yet individually identifiable, as well as incurred losses that may not be represented in the loss forecast models. We evaluate the adequacy of the allowance for loan and lease losses based on the total of these two components, each of which is described in more detail below. The allowance for loan and lease losses excludes loans held-for-sale (LHFS) and loans accounted for under the fair value option as the fair value reflects a credit risk component.
The first component of the allowance for loan and lease losses covers both nonperforming commercial loans and all TDRs within the consumer and commercial portfolios. These loans are subject to impairment measurement based on the present value of projected future cash flows discounted at the loan’s original effective interest rate, or in certain circumstances, impairment may also be based upon the collateral value or the loan’s observable market price if available. Impairment measurement for the renegotiated consumer credit card, small business credit card and unsecured consumer TDR portfolios is based on the present value of projected cash flows discounted using the average portfolio contractual interest rate, excluding promotionally priced loans, in effect prior to restructuring. For purposes of computing this specific loss component of the allowance, larger impaired loans are evaluated individually and smaller impaired loans are evaluated as a pool using historical experience for the respective product types and risk ratings of the loans.
The second component of the allowance for loan and lease losses covers the remaining consumer and commercial loans and leases that have incurred losses that are not yet individually identifiable. The allowance for consumer (including credit card and other consumer loans) and certain homogeneous commercial loan and lease products is based on aggregated portfolio evaluations, which include both quantitative and qualitative components, generally by product type. Loss forecast models are utilized that consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, economic trends and credit scores. Our consumer real estate loss forecast model estimates
the portion of loans that will default based on individual loan attributes, the most significant of which are refreshed LTV or CLTV, and borrower credit score as well as vintage and geography, all of which are further broken down into current delinquency status. Additionally, we incorporate the delinquency status of underlying first-lien loans on our junior-lien home equity portfolio in our allowance process. Incorporating refreshed LTV and CLTV into our probability of default allows us to factor the impact of changes in home prices into our allowance for loan and lease losses. These loss forecast models are updated on a quarterly basis to incorporate information reflecting the current economic environment. As of December 31, 2018, the loss forecast process resulted in reductions in the allowance related to the residential mortgage and home equity portfolios compared to December 31, 2017.
The allowance for commercial loan and lease losses is established by product type after analyzing historical loss experience, internal risk rating, current economic conditions, industry performance trends, geographic and obligor concentrations within each portfolio and any other pertinent information. The statistical models for commercial loans are generally updated annually and utilize our historical database of actual defaults and other data, including external default data. The loan risk ratings and composition of the commercial portfolios used to calculate the allowance are updated quarterly to incorporate the most recent data reflecting the current economic environment. For risk-rated commercial loans, we estimate the probability of default and the loss given default (LGD) based on our historical experience of defaults and credit losses. Factors considered when assessing the internal risk rating include the value of the underlying collateral, if applicable, the industry in which the obligor operates, the obligor’s liquidity and other financial indicators, and other quantitative and qualitative factors relevant to the obligor’s credit risk. As of December 31, 2018, the allowance for the U.S. commercial and non-U.S. commercial portfolios decreased compared to December 31, 2017.
Also included within the second component of the allowance for loan and lease losses are reserves to cover losses that are incurred but, in our assessment, may not be adequately represented in the historical loss data used in the loss forecast models. For example, factors that we consider include, among others, changes in lending policies and procedures, changes in economic and business conditions, changes in the nature and size of the portfolio, changes in portfolio concentrations, changes in the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements. Further, we consider the inherent uncertainty in mathematical models that are built upon historical data.
During 2018, the factors that impacted the allowance for loan and lease losses included improvement in the credit quality of the consumer real estate portfolios driven by continuing improvements in the U.S. economy and strong labor markets, proactive credit risk management initiatives and the impact of high credit quality originations. Evidencing the improvements in the U.S. economy and strong labor markets are low levels of unemployment and increases in home prices. In addition to these improvements, in the consumer portfolio, nonperforming consumer loans decreased $1.3 billion in 2018 as returns to performing status, loan sales, paydowns and charge-offs continued to outpace new nonaccrual loans. During 2018, the allowance for loan and lease losses in the commercial portfolio reflected decreased energy reserves primarily driven by improvement in energy exposures including reservable criticized utilized exposures.

67Bank of America 2018






We monitor differences between estimated and actual incurred loan and lease losses. This monitoring process includes periodic assessments by senior management of loan and lease portfolios and the models used to estimate incurred losses in those portfolios.
The allowance for loan and lease losses for the consumer portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $581 million from December 31, 2017. The decrease was primarily in the consumer real estate portfolio, partially offset by an increase in the U.S. credit card portfolio. The reduction in the allowance for the consumer real estate portfolio was due to improved home prices, lower nonperforming loans and a decrease in loan balances in our non-core portfolio. The increase in the allowance for the U.S. credit card portfolio was driven by portfolio seasoning and loan growth.
The allowance for loan and lease losses for the commercial portfolio, as presented in Table 45, was $4.8 billion at December 31, 2018, a decrease of $211 million from December 31, 2017 primarily driven by improvement in energy exposures. Commercial reservable criticized utilized exposure decreased to $11.1 billion at December 31, 2018 from $13.6 billion (to 2.08 percent from 2.65 percent of total commercial reservable utilized exposure) at December 31, 2017, driven by broad-based improvements including the energy sector. Nonperforming commercial loans decreased to $1.1 billion at December 31, 2018 from $1.3 billion (to 0.22 percent from 0.27 percent of outstanding commercial loans excluding loans accounted for under the fair value option)
at December 31, 2017. See Tables 34, 35 and 36 for more details on key commercial credit statistics.
The allowance for loan and lease losses as a percentage of total loans and leases outstanding was 1.02 percent at December 31, 2018 compared to 1.12 percent at December 31, 2017.
Reserve for Unfunded Lending Commitments
In addition to the allowance for loan and lease losses, we also estimate probable losses related to unfunded lending commitments such as letters of credit, financial guarantees, unfunded bankers’ acceptances and binding loan commitments, excluding commitments accounted for under the fair value option. Unfunded lending commitments are subject to the same assessment as funded loans, including estimates of probability of default and LGD. Due to the nature of unfunded commitments, the estimate of probable losses must also consider utilization. To estimate the portion of these undrawn commitments that is likely to be drawn by a borrower at the time of estimated default, analyses of our historical experience are applied to the unfunded commitments to estimate the funded exposure at default (EAD). The expected loss for unfunded lending commitments is the product of the probability of default, the LGD and the EAD, adjusted for any qualitative factors including economic uncertainty and inherent imprecision in models.
The reserve for unfunded lending commitments was $797 million at December 31, 2018 compared to $777 million at December 31, 2017.
             
Table 45Allocation of the Allowance for Credit Losses by Product Type    
         
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
 Amount 
Percent of
Total
 
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2018 December 31, 2017
Allowance for loan and lease losses 
  
  
  
  
  
Residential mortgage$422
 4.40% 0.20% $701
 6.74% 0.34%
Home equity506
 5.27
 1.05
 1,019
 9.80
 1.76
U.S. credit card3,597
 37.47
 3.66
 3,368
 32.41
 3.50
Direct/Indirect consumer248
 2.58
 0.27
 264
 2.54
 0.27
Other consumer29
 0.30
 n/m
 31
 0.30
 n/m
Total consumer4,802
 50.02
 1.08
 5,383
 51.79
 1.18
U.S. commercial (2)
3,010
 31.35
 0.96
 3,113
 29.95
 1.04
Non-U.S. commercial677
 7.05
 0.69
 803
 7.73
 0.82
Commercial real estate958
 9.98
 1.57
 935
 9.00
 1.60
Commercial lease financing154
 1.60
 0.68
 159
 1.53
 0.72
Total commercial4,799
 49.98
 0.97
 5,010
 48.21
 1.05
Allowance for loan and lease losses (3)
9,601
 100.00% 1.02
 10,393
 100.00% 1.12
Reserve for unfunded lending commitments797
     777
    
Allowance for credit losses$10,398
     $11,170
    
(1)
Ratios are calculated as allowance for loan and lease losses as a percentage of loans and leases outstanding excluding loans accounted for under the fair value option. Consumer loans accounted for under the fair value option include residential mortgage loans of $336 million and $567 million and home equity loans of $346 million and $361 million at December 31, 2018 and 2017. Commercial loans accounted for under the fair value option include U.S. commercial loans of $2.5 billion and $2.6 billion and non-U.S. commercial loans of $1.1 billion and $2.2 billion at December 31, 2018 and 2017.
(2)
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million and $439 million at December 31, 2018 and 2017.
(3)
Includes $91 million and $289 million of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 2018 and 2017.
n/m = not meaningful

Bank of America 2018 68


Table 46 presents a rollforward of the allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, for 2018 and 2017.
     
Table 46Allowance for Credit Losses   
     
(Dollars in millions)2018 2017
Allowance for loan and lease losses, January 1$10,393
 $11,237
Loans and leases charged off   
Residential mortgage(207) (188)
Home equity(483) (582)
U.S. credit card(3,345) (2,968)
Non-U.S. credit card (1)

 (103)
Direct/Indirect consumer(495) (491)
Other consumer(197) (212)
Total consumer charge-offs(4,727) (4,544)
U.S. commercial (2)
(575) (589)
Non-U.S. commercial(82) (446)
Commercial real estate(10) (24)
Commercial lease financing(8) (16)
Total commercial charge-offs(675) (1,075)
Total loans and leases charged off(5,402) (5,619)
Recoveries of loans and leases previously charged off   
Residential mortgage179
 288
Home equity485
 369
U.S. credit card508
 455
Non-U.S. credit card (1)

 28
Direct/Indirect consumer300
 277
Other consumer15
 49
Total consumer recoveries1,487
 1,466
U.S. commercial (3)
120
 142
Non-U.S. commercial14
 6
Commercial real estate9
 15
Commercial lease financing9
 11
Total commercial recoveries152
 174
Total recoveries of loans and leases previously charged off1,639
 1,640
Net charge-offs(3,763) (3,979)
Write-offs of PCI loans(273) (207)
Provision for loan and lease losses3,262
 3,381
Other (4)
(18) (39)
Allowance for loan and lease losses, December 319,601
 10,393
Reserve for unfunded lending commitments, January 1777
 762
Provision for unfunded lending commitments20
 15
Reserve for unfunded lending commitments, December 31797
 777
Allowance for credit losses, December 31$10,398
 $11,170
     
Loan and allowance ratios:   
Loans and leases outstanding at December 31 (5)
$942,546
 $931,039
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (5)
1.02% 1.12%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (6)
1.08
 1.18
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (7)
0.97
 1.05
Average loans and leases outstanding (5)
$927,531
 $911,988
Net charge-offs as a percentage of average loans and leases outstanding (5, 8)
0.41% 0.44%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (5)
0.44
 0.46
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (5)
194
 161
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (8)
2.55
 2.61
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (9)
$4,031
 $3,971
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (5, 9)
113% 99%
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold in 2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million and $258 million in 2018 and 2017.
(3)
Includes U.S. small business commercial recoveries of $47 million and $43 million in 2018 and 2017.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale and certain other reclassifications.
(5)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion and $5.7 billion at December 31, 2018 and 2017. Average loans accounted for under the fair value option were $5.5 billion and $6.7 billion in 2018 and 2017.
(6)
Excludes consumer loans accounted for under the fair value option of $682 million and $928 million at December 31, 2018 and 2017.
(7)
Excludes commercial loans accounted for under the fair value option of $3.7 billion and $4.8 billion at December 31, 2018 and 2017.
(8)
Net charge-offs exclude $273 million and $207 million of write-offs in the PCI loan portfolio in 2018 and 2017. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(9)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking and PCI loans in All Other.

69Bank of America 2018






Market Risk Management
Market risk is the risk that changes in market conditions may adversely impact the value of assets or liabilities, or otherwise negatively impact earnings. This risk is inherent in the financial instruments associated with our operations, primarily within our Global Markets segment. We are also exposed to these risks in other areas of the Corporation (e.g., our ALM activities). In the event of market stress, these risks could have a material impact on our results. For more information, see Interest Rate Risk Management for the Banking Book on page 74.
Our traditional banking loan and deposit products are non-trading positions and are generally reported at amortized cost for assets or the amount owed for liabilities (historical cost). However, these positions are still subject to changes in economic value based on varying market conditions, with one of the primary risks being changes in the levels of interest rates. The risk of adverse changes in the economic value of our non-trading positions arising from changes in interest rates is managed through our ALM activities. We have elected to account for certain assets and liabilities under the fair value option.
Our trading positions are reported at fair value with changes reflected in income. Trading positions are subject to various changes in market-based risk factors. The majority of this risk is generated by our activities in the interest rate, foreign exchange, credit, equity and commodities markets. In addition, the values of assets and liabilities could change due to market liquidity, correlations across markets and expectations of market volatility. We seek to manage these risk exposures by using a variety of techniques that encompass a broad range of financial instruments. The key risk management techniques are discussed in more detail in the Trading Risk Management section.
Global Risk Management is responsible for providing senior management with a clear and comprehensive understanding of the trading risks to which we are exposed. These responsibilities include ownership of market risk policy, developing and maintaining quantitative risk models, calculating aggregated risk measures, establishing and monitoring position limits consistent with risk appetite, conducting daily reviews and analysis of trading inventory, approving material risk exposures and fulfilling regulatory requirements. Market risks that impact businesses outside of Global Markets are monitored and governed by their respective governance functions.
Quantitative risk models, such as VaR, are an essential component in evaluating the market risks within a portfolio. The Enterprise Model Risk Committee (EMRC), a subcommittee of the MRC, is responsible for providing management oversight and approval of model risk management and governance. The EMRC defines model risk standards, consistent with our risk framework and risk appetite, prevailing regulatory guidance and industry best practice. Models must meet certain validation criteria, including effective challenge of the model development process and a sufficient demonstration of developmental evidence incorporating a comparison of alternative theories and approaches. The EMRC oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation. In addition, the relevant stakeholders must agree on any required actions or restrictions to the models and maintain a stringent monitoring process for continued compliance.
Interest Rate Risk
Interest rate risk represents exposures to instruments whose values vary with the level or volatility of interest rates. These instruments include, but are not limited to, loans, debt securities,
certain trading-related assets and liabilities, deposits, borrowings and derivatives. Hedging instruments used to mitigate these risks include derivatives such as options, futures, forwards and swaps.
Foreign Exchange Risk
Foreign exchange risk represents exposures to changes in the values of current holdings and future cash flows denominated in currencies other than the U.S. dollar. The types of instruments exposed to this risk include investments in non-U.S. subsidiaries, foreign currency-denominated loans and securities, future cash flows in foreign currencies arising from foreign exchange transactions, foreign currency-denominated debt and various foreign exchange derivatives whose values fluctuate with changes in the level or volatility of currency exchange rates or non-U.S. interest rates. Hedging instruments used to mitigate this risk include foreign exchange options, currency swaps, futures, forwards, and foreign currency-denominated debt and deposits.
Mortgage Risk
Mortgage risk represents exposures to changes in the values of mortgage-related instruments. The values of these instruments are sensitive to prepayment rates, mortgage rates, agency debt ratings, default, market liquidity, government participation and interest rate volatility. Our exposure to these instruments takes several forms. For example, we trade and engage in market-making activities in a variety of mortgage securities including whole loans, pass-through certificates, commercial mortgages and collateralized mortgage obligations including collateralized debt obligations using mortgages as underlying collateral. In addition, we originate a variety of MBS, which involves the accumulation of mortgage-related loans in anticipation of eventual securitization, and we may hold positions in mortgage securities and residential mortgage loans as part of the ALM portfolio. We also record MSRs as part of our mortgage origination activities. Hedging instruments used to mitigate this risk include derivatives such as options, swaps, futures and forwards as well as securities including MBS and U.S. Treasury securities. For more information, see Mortgage Banking Risk Management on page 76.
Equity Market Risk
Equity market risk represents exposures to securities that represent an ownership interest in a corporation in the form of domestic and foreign common stock or other equity-linked instruments. Instruments that would lead to this exposure include, but are not limited to, the following: common stock, exchange-traded funds, American Depositary Receipts, convertible bonds, listed equity options (puts and calls), OTC equity options, equity total return swaps, equity index futures and other equity derivative products. Hedging instruments used to mitigate this risk include options, futures, swaps, convertible bonds and cash positions.
Commodity Risk
Commodity risk represents exposures to instruments traded in the petroleum, natural gas, power and metals markets. These instruments consist primarily of futures, forwards, swaps and options. Hedging instruments used to mitigate this risk include options, futures and swaps in the same or similar commodity product, as well as cash positions.
Issuer Credit Risk
Issuer credit risk represents exposures to changes in the creditworthiness of individual issuers or groups of issuers. Our portfolio is exposed to issuer credit risk where the value of an asset may be adversely impacted by changes in the levels of credit spreads, by credit migration or by defaults. Hedging instruments

Bank of America 2018 70


used to mitigate this risk include bonds, CDS and other credit fixed-income instruments.
Market Liquidity Risk
Market liquidity risk represents the risk that the level of expected market activity changes dramatically and, in certain cases, may even cease. This exposes us to the risk that we will not be able to transact business and execute trades in an orderly manner which may impact our results. This impact could be further exacerbated if expected hedging or pricing correlations are compromised by disproportionate demand or lack of demand for certain instruments. We utilize various risk mitigating techniques as discussed in more detail in Trading Risk Management.
Trading Risk Management
To evaluate risk in our trading activities, we focus on the actual and potential volatility of revenues generated by individual positions as well as portfolios of positions. Various techniques and procedures are utilized to enable the most complete understanding of these risks. Quantitative measures of market risk are evaluated on a daily basis from a single position to the portfolio of the Corporation. These measures include sensitivities of positions to various market risk factors, such as the potential impact on revenue from a one basis point change in interest rates, and statistical measures utilizing both actual and hypothetical market moves, such as VaR and stress testing. Periods of extreme market stress influence the reliability of these techniques to varying degrees. Qualitative evaluations of market risk utilize the suite of quantitative risk measures while understanding each of their respective limitations. Additionally, risk managers independently evaluate the risk of the portfolios under the current market environment and potential future environments.
VaR is a common statistic used to measure market risk as it allows the aggregation of market risk factors, including the effects of portfolio diversification. A VaR model simulates the value of a portfolio under a range of scenarios in order to generate a distribution of potential gains and losses. VaR represents the loss a portfolio is not expected to exceed more than a certain number of times per period, based on a specified holding period, confidence level and window of historical data. We use one VaR model consistently across the trading portfolios and it uses a historical simulation approach based on a three-year window of historical data. Our primary VaR statistic is equivalent to a 99 percent confidence level. This means that for a VaR with a one-day holding period, there should not be losses in excess of VaR, on average, 99 out of 100 trading days.
Within any VaR model, there are significant and numerous assumptions that will differ from company to company. The accuracy of a VaR model depends on the availability and quality of historical data for each of the risk factors in the portfolio. A VaR model may require additional modeling assumptions for new products that do not have the necessary historical market data or for less liquid positions for which accurate daily prices are not consistently available. For positions with insufficient historical data for the VaR calculation, the process for establishing an appropriate proxy is based on fundamental and statistical analysis of the new product or less liquid position. This analysis identifies reasonable alternatives that replicate both the expected volatility and correlation to other market risk factors that the missing data would be expected to experience.
VaR may not be indicative of realized revenue volatility as changes in market conditions or in the composition of the portfolio can have a material impact on the results. In particular, the historical data used for the VaR calculation might indicate higher
or lower levels of portfolio diversification than will be experienced. In order for the VaR model to reflect current market conditions, we update the historical data underlying our VaR model on a weekly basis, or more frequently during periods of market stress, and regularly review the assumptions underlying the model. A minor portion of risks related to our trading positions is not included in VaR. These risks are reviewed as part of our ICAAP. For more information regarding ICAAP, see Capital Management on page 43.
Global Risk Management continually reviews, evaluates and enhances our VaR model so that it reflects the material risks in our trading portfolio. Changes to the VaR model are reviewed and approved prior to implementation and any material changes are reported to management through the appropriate management committees.
Trading limits on quantitative risk measures, including VaR, are independently set by Global Markets Risk Management and reviewed on a regular basis so that trading limits remain relevant and within our overall risk appetite for market risks. Trading limits are reviewed in the context of market liquidity, volatility and strategic business priorities. Trading limits are set at both a granular level to allow for extensive coverage of risks as well as at aggregated portfolios to account for correlations among risk factors. All trading limits are approved at least annually. Approved trading limits are stored and tracked in a centralized limits management system. Trading limit excesses are communicated to management for review. Certain quantitative market risk measures and corresponding limits have been identified as critical in the Corporation’s Risk Appetite Statement. These risk appetite limits are reported on a daily basis and are approved at least annually by the ERC and the Board.
In periods of market stress, Global Markets senior leadership communicates daily to discuss losses, key risk positions and any limit excesses. As a result of this process, the businesses may selectively reduce risk.
Table 47 presents the total market-based portfolio VaR which is the combination of the total covered positions (and less liquid trading positions) portfolio and the fair value option portfolio. Covered positions are defined by regulatory standards as trading assets and liabilities, both on- and off-balance sheet, that meet a defined set of specifications. These specifications identify the most liquid trading positions which are intended to be held for a short-term horizon and where we are able to hedge the material risk elements in a two-way market. Positions in less liquid markets, or where there are restrictions on the ability to trade the positions, typically do not qualify as covered positions. Foreign exchange and commodity positions are always considered covered positions, except for structural foreign currency positions that are excluded with prior regulatory approval. In addition, Table 47 presents our fair value option portfolio, which includes substantially all of the funded and unfunded exposures for which we elect the fair value option, and their corresponding hedges. Additionally, market risk VaR for trading activities as presented in Table 47 differs from VaR used for regulatory capital calculations due to the holding period being used. The holding period for VaR used for regulatory capital calculations is 10 days, while for the market risk VaR presented below, it is one day. Both measures utilize the same process and methodology.
The total market-based portfolio VaR results in Table 47 include market risk to which we are exposed from all business segments, excluding credit valuation adjustment (CVA), DVA and related hedges. The majority of this portfolio is within the Global Markets segment.

71Bank of America 2018






Table 47 presents year-end, average, high and low daily trading VaR for 2018 and 2017 using a 99 percent confidence level. The amounts disclosed in Table 47 and Table 48 align to the view of covered positions used in the Basel 3 capital calculations. Foreign exchange and commodity positions are always considered covered positions, regardless of trading or banking treatment for the trade,
except for structural foreign currency positions that are excluded with prior regulatory approval.
The average total covered positions and less liquid trading positions portfolio VaR decreased during 2018 primarily due to a decrease in credit risk along with an increase in portfolio diversification.
                 
Table 47Market Risk VaR for Trading Activities       
   
 2018 2017
(Dollars in millions)Year End Average 
High (1)
 
Low (1)
 Year End Average 
High (1)
 
Low (1)
Foreign exchange$9
 $8
 $15
 $2
 $7
 $11
 $25
 $3
Interest rate36
 25
 45
 15
 22
 21
 41
 11
Credit26
 25
 31
 20
 29
 26
 33
 21
Equity20
 20
 40
 11
 19
 18
 33
 12
Commodities13
 8
 15
 3
 5
 5
 9
 3
Portfolio diversification(59) (55) 
 
 (49) (47) 
 
Total covered positions portfolio45
 31
 45
 20
 33
 34
 53
 23
Impact from less liquid exposures5
 3
 
 
 5
 6
 
 
Total covered positions and less liquid trading positions portfolio50
 34
 51
 23
 38
 40
 63
 26
Fair value option loans8
 11
 18
 8
 9
 10
 14
 7
Fair value option hedges5
 9
 17
 4
 7
 7
 11
 4
Fair value option portfolio diversification(7) (11) 
 
 (7) (8) 
 
Total fair value option portfolio6
 9
 16
 5
 9
 9
 11
 6
Portfolio diversification(3) (5) 
 
 (4) (4) 
 
Total market-based portfolio$53
 $38
 57
 26
 $43
 $45
 69
 29
(1)
The high and low for each portfolio may have occurred on different trading days than the high and low for the components. Therefore the impact from less liquid exposures and the amount of portfolio diversification, which is the difference between the total portfolio and the sum of the individual components, is not relevant.
The graph below presents the daily covered positions and less liquid trading positions portfolio VaR for 2018, corresponding to the data in Table 47.
varcharta04.jpg

Bank of America 2018 72


Additional VaR statistics produced within our single VaR model are provided in Table 48 at the same level of detail as in Table 47. Evaluating VaR with additional statistics allows for an increased understanding of the risks in the portfolio as the historical market data used in the VaR calculation does not necessarily follow a predefined statistical distribution. Table 48 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 2018 and 2017.
          
Table 48Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
          
   2018 2017
(Dollars in millions) 99 percent 95 percent 99 percent 95 percent
Foreign exchange $8
 $5
 $11
 $6
Interest rate 25
 16
 21
 14
Credit 25
 15
 26
 15
Equity 20
 11
 18
 10
Commodities 8
 4
 5
 3
Portfolio diversification (55) (33) (47) (30)
Total covered positions portfolio 31
 18
 34
 18
Impact from less liquid exposures 3
 1
 6
 2
Total covered positions and less liquid trading positions portfolio 34
 19
 40
 20
Fair value option loans 11
 6
 10
 6
Fair value option hedges 9
 6
 7
 5
Fair value option portfolio diversification (11) (7) (8) (6)
Total fair value option portfolio 9
 5
 9
 5
Portfolio diversification (5) (3) (4) (3)
Total market-based portfolio $38
 $21
 $45
 $22
Backtesting
The accuracy of the VaR methodology is evaluated by backtesting, which compares the daily VaR results, utilizing a one-day holding period, against a comparable subset of trading revenue. A backtesting excess occurs when a trading loss exceeds the VaR for the corresponding day. These excesses are evaluated to understand the positions and market moves that produced the trading loss with a goal to ensure that the VaR methodology accurately represents those losses. We expect the frequency of trading losses in excess of VaR to be in line with the confidence level of the VaR statistic being tested. For example, with a 99 percent confidence level, we expect one trading loss in excess of VaR every 100 days or between two to three trading losses in excess of VaR over the course of a year. The number of backtesting excesses observed can differ from the statistically expected number of excesses if the current level of market volatility is materially different than the level of market volatility that existed during the three years of historical data used in the VaR calculation.
The trading revenue used for backtesting is defined by regulatory agencies in order to most closely align with the VaR component of the regulatory capital calculation. This revenue differs from total trading-related revenue in that it excludes revenue from trading activities that either do not generate market risk or the market risk cannot be included in VaR. Some examples of the types of revenue excluded for backtesting are fees, commissions, reserves, net interest income and intraday trading revenues.
We conduct daily backtesting on the VaR results used for regulatory capital calculations as well as the VaR results for key legal entities, regions and risk factors. These results are reported to senior market risk management. Senior management regularly reviews and evaluates the results of these tests.
During 2018, there were three days in which there was a backtesting excess for our total covered portfolio VaR, utilizing a one-day holding period.
Total Trading-related Revenue
Total trading-related revenue, excluding brokerage fees, and CVA, DVA and funding valuation adjustment gains (losses), represents the total amount earned from trading positions, including market-based net interest income, which are taken in a diverse range of financial instruments and markets. Trading account assets and liabilities are reported at fair value. For more information on fair value, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements. Trading-related revenue can be volatile and is largely driven by general market conditions and customer demand. Also, trading-related revenue is dependent on the volume and type of transactions, the level of risk assumed, and the volatility of price and rate movements at any given time within the ever-changing market environment. Significant daily revenue by business is monitored and the primary drivers of these are reviewed.
The following histogram is a graphic depiction of trading volatility and illustrates the daily level of trading-related revenue for 2018 and 2017. During 2018, positive trading-related revenue was recorded for 98 percent of the trading days, of which 79 percent were daily trading gains of over $25 million. This compares to 2017 where positive trading-related revenue was recorded for 100 percent of the trading days, of which 77 percent were daily trading gains of over $25 million.
var4q22.jpg

73Bank of America 2018






Trading Portfolio Stress Testing
Because the very nature of a VaR model suggests results can exceed our estimates and it is dependent on a limited historical window, we also stress test our portfolio using scenario analysis. This analysis estimates the change in the value of our trading portfolio that may result from abnormal market movements.
A set of scenarios, categorized as either historical or hypothetical, are computed daily for the overall trading portfolio and individual businesses. These scenarios include shocks to underlying market risk factors that may be well beyond the shocks found in the historical data used to calculate VaR. Historical scenarios simulate the impact of the market moves that occurred during a period of extended historical market stress. Generally, a multi-week period representing the most severe point during a crisis is selected for each historical scenario. Hypothetical scenarios provide estimated portfolio impacts from potential future market stress events. Scenarios are reviewed and updated in response to changing positions and new economic or political information. In addition, new or ad hoc scenarios are developed to address specific potential market events or particular vulnerabilities in the portfolio. The stress tests are reviewed on a regular basis and the results are presented to senior management.
Stress testing for the trading portfolio is integrated with enterprise-wide stress testing and incorporated into the limits framework. The macroeconomic scenarios used for enterprise-wide stress testing purposes differ from the typical trading portfolio scenarios in that they have a longer time horizon and the results are forecasted over multiple periods for use in consolidated capital and liquidity planning. For more information, see Managing Risk on page 40.
Interest Rate Risk Management for the Banking Book
The following discussion presents net interest income for banking book activities.
Interest rate risk represents the most significant market risk exposure to our banking book balance sheet. Interest rate risk is measured as the potential change in net interest income caused
by movements in market interest rates. Client-facing activities, primarily lending and deposit-taking, create interest rate sensitive positions on our balance sheet.
We prepare forward-looking forecasts of net interest income. The baseline forecast takes into consideration expected future business growth, ALM positioning and the direction of interest rate movements as implied by the market-based forward curve. We then measure and evaluate the impact that alternative interest rate scenarios have on the baseline forecast in order to assess interest rate sensitivity under varied conditions. The net interest income forecast is frequently updated for changing assumptions and differing outlooks based on economic trends, market conditions and business strategies. Thus, we continually monitor our balance sheet position in order to maintain an acceptable level of exposure to interest rate changes.
The interest rate scenarios that we analyze incorporate balance sheet assumptions such as loan and deposit growth and pricing, changes in funding mix, product repricing, maturity characteristics and investment securities premium amortization. Our overall goal is to manage interest rate risk so that movements in interest rates do not significantly adversely affect earnings and capital.
Table 49 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 2018 and 2017.
       
Table 49Forward Rates
       
  December 31, 2018
  
Federal
Funds
 
Three-month
LIBOR
 
10-Year
Swap
Spot rates2.50% 2.81% 2.71%
12-month forward rates2.50
 2.64
 2.75
       
  December 31, 2017
Spot rates1.50% 1.69% 2.40%
12-month forward rates2.00
 2.14
 2.48
Table 50 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 2018 and 2017, resulting from instantaneous parallel and non-parallel shocks to the market-based forward curve. Periodically we evaluate the scenarios presented so that they are meaningful in the context of the current rate environment.
During 2018, the asset sensitivity of our balance sheet to rising rates declined primarily due to increases in long-end rates. We continue to be asset sensitive to a parallel move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates impact the fair value of debt securities and, accordingly, for debt securities classified as AFS, may adversely affect accumulated OCI and thus capital levels under the Basel 3 capital rules. Under instantaneous upward parallel shifts, the near-term adverse impact to Basel 3 capital is reduced over time by offsetting positive impacts to net interest income. For more information on Basel 3, see Capital Management – Regulatory Capital on page 44.
         
Table 50Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
         
  
Short
Rate (bps)
 
Long
Rate (bps)
    
   December 31
(Dollars in millions)  2018 2017
Parallel Shifts       
+100 bps
instantaneous shift
+100 +100 $2,651
 $3,317
-100 bps
instantaneous shift
-100
 -100
 (4,109) (5,183)
Flatteners 
  
    
Short-end
instantaneous change
+100 
 1,977
 2,182
Long-end
instantaneous change

 -100
 (1,616) (2,765)
Steepeners 
  
    
Short-end
instantaneous change
-100
 
 (2,478) (2,394)
Long-end
instantaneous change

 +100 673
 1,135
The sensitivity analysis in Table 50 assumes that we take no action in response to these rate shocks and does not assume any change in other macroeconomic variables normally correlated with changes in interest rates. As part of our ALM activities, we use securities, certain residential mortgages, and interest rate and foreign exchange derivatives in managing interest rate sensitivity.
The behavior of our deposit portfolio in the baseline forecast and in alternate interest rate scenarios is a key assumption in our projected estimates of net interest income. The sensitivity analysis in Table 50 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding

Bank of America 2018 74


deposits or market-based funding would reduce our benefit in those scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
Interest rate and foreign exchange derivative contracts are utilized in our ALM activities and serve as an efficient tool to manage our interest rate and foreign exchange risk. We use derivatives to hedge the variability in cash flows or changes in fair value on our balance sheet due to interest rate and foreign exchange components. For more information on our hedging activities, see Note 3 – Derivatives to the Consolidated Financial Statements.
Our interest rate contracts are generally non-leveraged generic interest rate and foreign exchange basis swaps, options, futures and forwards. In addition, we use foreign exchange contracts, including cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options to mitigate the foreign exchange risk associated with foreign currency-denominated assets and liabilities.
Changes to the composition of our derivatives portfolio during 2018 reflect actions taken for interest rate and foreign exchange rate risk management. The decisions to reposition our derivatives portfolio are based on the current assessment of economic and financial conditions including the interest rate and foreign currency environments, balance sheet composition and trends, and the relative mix of our cash and derivative positions.
We use interest rate derivative instruments to hedge the variability in the cash flows of our assets and liabilities and other forecasted transactions (collectively referred to as cash flow
hedges). The net losses on both open and terminated cash flow hedge derivative instruments recorded in accumulated OCI were $1.3 billion, on a pretax basis, at both December 31, 2018 and 2017. These net losses are expected to be reclassified into earnings in the same period as the hedged cash flows affect earnings and will decrease income or increase expense on the respective hedged cash flows. Assuming no change in open cash flow derivative hedge positions and no changes in prices or interest rates beyond what is implied in forward yield curves at December 31, 2018, the pretax net losses are expected to be reclassified into earnings as follows: 25 percent within the next year, 56 percent in years two through five and 11 percent in years six through 10, with the remaining eight percent thereafter. For more information on derivatives designated as cash flow hedges, see Note 3 – Derivativesto the Consolidated Financial Statements.
We hedge our net investment in non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward foreign exchange contracts that typically settle in less than 180 days, cross-currency basis swaps and foreign exchange options. We recorded net after-tax losses on derivatives in accumulated OCI associated with net investment hedges which were offset by gains on our net investments in consolidated non-U.S. entities at December 31, 2018.
Table 51 presents derivatives utilized in our ALM activities and shows the notional amount, fair value, weighted-average receive-fixed and pay-fixed rates, expected maturity and average estimated durations of our open ALM derivatives at December 31, 2018 and 2017. These amounts do not include derivative hedges on our MSRs.
                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts
       
    December 31, 2018  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2019 2020 2021 2022 2023 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,128
  
  
  
  
  
  
  
 5.17
Notional amount 
 $198,914
 $27,176
 $16,347
 $14,640
 $19,866
 $36,215
 $84,670
  
Weighted-average fixed-rate  2.66% 1.87% 2.68% 3.17% 2.56% 2.37% 2.97%  
Pay-fixed interest rate swaps (1)
295
  
  
  
  
  
  
  
 6.30
Notional amount 
 $49,275
 $1,210
 $4,344
 $1,616
 $
 $10,801
 $31,304
  
Weighted-average fixed-rate  2.50% 2.07% 2.16% 2.22% % 2.59% 2.55%  
Same-currency basis swaps (2)
21
  
  
  
  
  
  
  
  
Notional amount 
 $101,203
 $7,628
 $15,097
 $15,493
 $2,586
 $2,017
 $58,382
  
Foreign exchange basis swaps (1, 3, 4)
(1,716)  
              
Notional amount 
 106,742
 13,946
 21,448
 19,241
 10,239
 6,260
 35,608
  
Option products2
  
              
Notional amount 
 587
 572
 
 
 
 15
 
  
Foreign exchange contracts (1, 4, 5)
82
  
              
Notional amount (6)
  (8,447) (27,823) 13
 4,196
 2,741
 2,448
 9,978
  
Net ALM contracts$812
  
  
  
  
  
  
  
  
For footnotes, see page 76.


75Bank of America 2018






                   
Table 51Asset and Liability Management Interest Rate and Foreign Exchange Contracts (continued)
       
    December 31, 2017  
    Expected Maturity  
(Dollars in millions, average estimated duration in years)Fair
Value
 Total 2018 2019 2020 2021 2022 Thereafter Average
Estimated
Duration
Receive-fixed interest rate swaps (1)
$2,330
  
  
  
  
  
  
  
 5.38
Notional amount 
 $176,390
 $21,850
 $27,176
 $16,347
 $6,498
 $19,120
 $85,399
  
Weighted-average fixed-rate 
 2.42% 3.20% 1.87% 1.88% 2.99% 2.10% 2.52%  
Pay-fixed interest rate swaps (1)
(37)  
  
  
  
  
  
  
 5.63
Notional amount 
 $45,873
 $11,555
 $1,210
 $4,344
 $1,616
 $
 $27,148
  
Weighted-average fixed-rate 
 2.15% 1.73% 2.07% 2.16% 2.22% % 2.32%  
Same-currency basis swaps (2)
(17)  
  
  
  
  
  
  
  
Notional amount 
 $38,622
 $11,028
 $6,789
 $1,180
 $2,807
 $955
 $15,863
  
Foreign exchange basis swaps (1, 3, 4)
(1,616)  
  
  
  
  
  
  
  
Notional amount 
 107,263
 24,886
 11,922
 13,367
 9,301
 6,860
 40,927
  
Option products13
  
  
  
  
  
  
  
  
Notional amount 
 1,218
 1,201
 
 
 
 
 17
  
Foreign exchange contracts (1, 4, 5)
1,424
  
  
  
  
  
  
  
  
Notional amount (6)
 
 (11,783) (28,689) 2,231
 (24) 2,471
 2,919
 9,309
  
Net ALM contracts$2,097
  
  
  
  
  
  
  
  
(1)
Does not include basis adjustments on either fixed-rate debt issued by the Corporation or AFS debt securities, which are hedged using derivatives designated as fair value hedging instruments, that substantially offset the fair values of these derivatives.
(2)
At December 31, 2018 and 2017, the notional amount of same-currency basis swaps included $101.2 billion and $38.6 billion in both foreign currency and U.S. dollar-denominated basis swaps in which both sides of the swap are in the same currency.
(3)
Foreign exchange basis swaps consisted of cross-currency variable interest rate swaps used separately or in conjunction with receive-fixed interest rate swaps.
(4)
Does not include foreign currency translation adjustments on certain non-U.S. debt issued by the Corporation that substantially offset the fair values of these derivatives.
(5)
The notional amount of foreign exchange contracts of $(8.4) billion at December 31, 2018 was comprised of $25.2 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(32.7) billion in net foreign currency forward rate contracts, $(1.8) billion in foreign currency-denominated pay-fixed swaps and $814 million in net foreign currency futures contracts. Foreign exchange contracts of $(11.8) billion at December 31, 2017 were comprised of $29.1 billion in foreign currency-denominated and cross-currency receive-fixed swaps, $(35.6) billion in net foreign currency forward rate contracts, $(6.2) billion in foreign currency-denominated pay-fixed swaps and $940 million in foreign currency futures contracts.
(6)
Reflects the net of long and short positions. Amounts shown as negative reflect a net short position.
Mortgage Banking Risk Management
We originate, fund and service mortgage loans, which subject us to credit, liquidity and interest rate risks, among others. We determine whether loans will be held for investment or held for sale at the time of commitment and manage credit and liquidity risks by selling or securitizing a portion of the loans we originate.
Interest rate risk and market risk can be substantial in the mortgage business. Changes in interest rates and other market factors impact the volume of mortgage originations. Changes in interest rates also impact the value of interest rate lock commitments (IRLCs) and the related residential first mortgage LHFS between the date of the IRLC and the date the loans are sold to the secondary market. An increase in mortgage interest rates typically leads to a decrease in the value of these instruments. Conversely, when there is an increase in interest rates, the value of the MSRs will increase driven by lower prepayment expectations. Because the interest rate risks of these two hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contracts and securities.
During 2018 and 2017, we recorded gains of $244 million and $118 million related to the change in fair value of the MSRs, IRLCs and LHFS, net of gains and losses on the hedge portfolio. For more information on MSRs, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements.
Compliance and Operational Risk Management
Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to the reputation of the Corporation arising from the failure of the Corporation to comply with the requirements of applicable laws, rules, regulations and our internal policies and procedures (collectively, applicable laws, rules and regulations).
Operational risk is the risk of loss resulting from inadequate or failed processes, people and systems or from external events. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. Effects may extend beyond financial losses and may result in reputational risk impacts. Operational risk includes legal risk. Additionally, operational risk is a component in the calculation of total risk-weighted assets used in the Basel 3 capital calculation. For more information on Basel 3 calculations, see Capital Management on page 43.
FLUs and control functions are first and foremost responsible for managing all aspects of their businesses, including their compliance and operational risk. FLUs and control functions are required to understand their business processes and related risks and controls, including the related regulatory requirements, and monitor and report on the effectiveness of the control environment. In order to actively monitor and assess the performance of their processes and controls, they must conduct comprehensive quality assurance activities and identify issues and risks to remediate control gaps and weaknesses. FLUs and control functions must also adhere to compliance and operational risk appetite limits to meet strategic, capital and financial planning objectives. Finally, FLUs and control functions are responsible for the proactive identification, management and escalation of compliance and operational risks across the Corporation.
Global Compliance and Operational Risk teams independently assess compliance and operational risk, monitor business activities and processes, evaluate FLUs and control functions for adherence to applicable laws, rules and regulations, including identifying issues and risks, determining and developing tests to be conducted by the Enterprise Independent Testing unit, and reporting on the state of the control environment. Enterprise Independent Testing, an independent testing function within IRM, works with Global Compliance and Operational Risk, the FLUs and

Bank of America 2018 76


control functions in the identification of testing needs and test design, and is accountable for test execution, reporting and analysis of results.
The Corporation’s approach to the management of compliance risk is described in the Global Compliance - Enterprise Policy, which outlines the requirements of the Corporation’s compliance risk management program, and defines roles and responsibilities of FLUs, IRM and Corporate Audit, the three lines of defense in managing compliance risk. The requirements work together to drive a comprehensive risk-based approach for the proactive identification, management and escalation of compliance risks throughout the Corporation. For more information on FLUs and control functions, see Managing Risk on page 40.
The Corporation’s approach to operational risk management is outlined in the Operational Risk Management - Enterprise Policy which establishes the requirements of the Corporation’s operational risk management program and specifies the responsibilities and accountabilities of the first and second lines of defense for managing operational risk so that our business processes are designed and executed effectively.
The Global Compliance Enterprise Policy and Operational Risk Management - Enterprise Policy also set the requirements for reporting compliance and operational risk information to executive management as well as the Board or appropriate Board-level committees in support of Global Compliance and Operational Risk’s responsibilities for conducting independent oversight of our compliance and operational risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC, and operational risk through the ERC.
A key operational risk facing the Corporation is information security, which includes cybersecurity. Cybersecurity risk represents, among other things, exposure to failures or interruptions of service or breaches of security, resulting from malicious technological attacks or otherwise, that impact the confidentiality, availability or integrity of our operations, systems or data, including sensitive corporate and customer information. The Corporation manages information security risk in accordance withinternal policies which govern our comprehensive information security program designed to protect the Corporation by enabling preventative and detective measures to combat information and cybersecurity risks. The Board and the ERC provide cybersecurity and information security risk oversight for the Corporation and our Global Information Security Team manages the day-to-day implementation of our information security program.
Reputational Risk Management
Reputational risk is the risk that negative perceptions of the Corporation’s conduct or business practices may adversely impact its profitability or operations. Reputational risk may result from many of the Corporation’s activities, including those related to the management of our strategic, operational, compliance and credit risks.
The Corporation manages reputational risk through established policies and controls in its businesses and risk management processes to mitigate reputational risks in a timely manner and through proactive monitoring and identification of potential reputational risk events. If reputational risk events occur, we focus on remediating the underlying issue and taking action to minimize damage to the Corporation’s reputation. The Corporation has processes and procedures in place to respond to events that give rise to reputational risk, including educating individuals and organizations that influence public opinion, implementing external communication strategies to mitigate the risk, and informing key stakeholders of potential reputational risks.
The Corporation’s organization and governance structure provides oversight of reputational risks, and reputational risk reporting is provided regularly and directly to management and the ERC, which provides primary oversight of reputational risk. In addition, each FLU has a committee, which includes representatives from Compliance, Legal and Risk, that is responsible for the oversight of reputational risk. Such committees’ oversight includes providing approval for business activities that present elevated levels of reputational risks.
Complex Accounting Estimates
Our significant accounting principles, as described in Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements, are essential in understanding the Management's Discussion and Analysis of Financial Condition and Results of Operations (MD&A). Many of our significant accounting principles require complex judgments to estimate the values of assets and liabilities. We have procedures and processes in place to facilitate making these judgments.
The more judgmental estimates are summarized in the following discussion. We have identified and described the development of the variables most important in the estimation processes that involve mathematical models to derive the estimates. In many cases, there are numerous alternative judgments that could be used in the process of determining the inputs to the models. Where alternatives exist, we have used the factors that we believe represent the most reasonable value in developing the inputs. Actual performance that differs from our estimates of the key variables could materially impact our results of operations. Separate from the possible future impact to our results of operations from input and model variables, the value of our lending portfolio and market-sensitive assets and liabilities may change subsequent to the balance sheet date, often significantly, due to the nature and magnitude of future credit and market conditions. Such credit and market conditions may change quickly and in unforeseen ways and the resulting volatility could have a significant, negative effect on future operating results. These fluctuations would not be indicative of deficiencies in our models or inputs.
Allowance for Credit Losses
The allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, represents management’s estimate of probable incurred credit losses in the Corporation’s loan and lease portfolio excluding those loans accounted for under the fair value option. The allowance for credit losses includes both quantitative and qualitative components. The qualitative component has a higher degree of management subjectivity, and includes factors such as concentrations, economic conditions and other considerations. Our process for determining the allowance for credit losses is discussed in Note 1 – Summary of Significant Accounting Principlesto the Consolidated Financial Statements.
Our estimate for the allowance for loan and lease losses is sensitive to the loss rates and expected cash flows from our Consumer Real Estate and Credit Card and Other Consumer portfolio segments, as well as our U.S. small business commercial card portfolio within the Commercial portfolio segment. For each one-percent increase in the loss rates on loans collectively evaluated for impairment in our Consumer Real Estate portfolio segment, excluding PCI loans, coupled with a one-percent decrease in the discounted cash flows on those loans individually evaluated for impairment within this portfolio segment, the allowance for loan and lease losses at December 31, 2018 would have increased $24 million. We subject our PCI portfolio to stress

77Bank of America 2018






scenarios to evaluate the potential impact given certain events. A one-percent decrease in the expected cash flows would result in a $41 million impairment of the portfolio. Within our Credit Card and Other Consumer portfolio segment and U.S. small business commercial card portfolio, for each one-percent increase in the loss rates on loans collectively evaluated for impairment coupled with a one-percent decrease in the expected cash flows on those loans individually evaluated for impairment, the allowance for loan and lease losses at December 31, 2018 would have increased $44 million.
Our allowance for loan and lease losses is sensitive to the risk ratings assigned to loans and leases within the Commercial portfolio segment (excluding the U.S. small business commercial card portfolio). Assuming a downgrade of one level in the internal risk ratings for commercial loans and leases, except loans and leases already classified as Substandard and Doubtful as defined by regulatory authorities, the allowance for loan and lease losses would have increased $2.5 billion at December 31, 2018.
The allowance for loan and lease losses as a percentage of total loans and leases at December 31, 2018 was 1.02 percent and these hypothetical increases in the allowance would raise the ratio to 1.30 percent.
These sensitivity analyses do not represent management’s expectations of the deterioration in risk ratings or the increases in loss rates but are provided as hypothetical scenarios to assess the sensitivity of the allowance for loan and lease losses to changes in key inputs. We believe the risk ratings and loss severities currently in use are appropriate and that the probability of the alternative scenarios outlined above occurring within a short period of time is remote.
The process of determining the level of the allowance for credit losses requires a high degree of judgment. It is possible that others, given the same information, may at any point in time reach different reasonable conclusions.
Fair Value of Financial Instruments
Under applicable accounting standards, we are required to maximize the use of observable inputs and minimize the use of unobservable inputs in measuring fair value. We classify fair value measurements of financial instruments and MSRs based on the three-level fair value hierarchy in the accounting standards.
The fair values of assets and liabilities may include adjustments, such as market liquidity and credit quality, where appropriate. Valuations of products using models or other techniques are sensitive to assumptions used for the significant inputs. Where market data is available, the inputs used for valuation reflect that information as of our valuation date. Inputs to valuation models are considered unobservable if they are supported by little or no market activity. In periods of extreme volatility, lessened liquidity or in illiquid markets, there may be more variability in market pricing or a lack of market data to use in the valuation process. In keeping with the prudent application of estimates and management judgment in determining the fair value of assets and liabilities, we have in place various processes and controls that include: a model validation policy that requires review and approval of quantitative models used for deal pricing, financial statement fair value determination and risk quantification; a trading product valuation policy that requires verification of all traded product valuations; and a periodic review and substantiation of daily profit and loss reporting for all traded products. Primarily through validation controls, we utilize both broker and pricing service inputs which can and do include both market-observable and internally-modeled values and/or valuation inputs. Our reliance on this information is affected by our understanding of how the broker and/or pricing service develops
its data with a higher degree of reliance applied to those that are more directly observable and lesser reliance applied to those developed through their own internal modeling. For example, broker quotes in less active markets may only be indicative and therefore less reliable. These processes and controls are performed independently of the business. For additional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option to the Consolidated Financial Statements.
Level 3 Assets and Liabilities
Financial assets and liabilities, and MSRs, where values are based on valuation techniques that require inputs that are both unobservable and are significant to the overall fair value measurement are classified as Level 3 under the fair value hierarchy established in applicable accounting standards. The fair value of these Level 3 financial assets and liabilities and MSRs is determined using pricing models, discounted cash flow methodologies or similar techniques for which the determination of fair value requires significant management judgment or estimation.
Level 3 financial instruments may be hedged with derivatives classified as Level 1 or 2; therefore, gains or losses associated with Level 3 financial instruments may be offset by gains or losses associated with financial instruments classified in other levels of the fair value hierarchy. The Level 3 gains and losses recorded in earnings did not have a significant impact on our liquidity or capital. We conduct a review of our fair value hierarchy classifications on a quarterly basis. Transfers into or out of Level 3 are made if the significant inputs used in the financial models measuring the fair values of the assets and liabilities became unobservable or observable, respectively, in the current marketplace. For more information on transfers into and out of Level 3 during 2018, 2017 and 2016, see Note 20 – Fair Value Measurements to the Consolidated Financial Statements.
Accrued Income Taxes and Deferred Tax Assets
Accrued income taxes, reported as a component of either other assets or accrued expenses and other liabilities on the Consolidated Balance Sheet, represent the net amount of current income taxes we expect to pay to or receive from various taxing jurisdictions attributable to our operations to date. We currently file income tax returns in more than 100 jurisdictions and consider many factors, including statutory, judicial and regulatory guidance, in estimating the appropriate accrued income taxes for each jurisdiction.
Net deferred tax assets, reported as a component of other assets on the Consolidated Balance Sheet, represent the net decrease in taxes expected to be paid in the future because of net operating loss (NOL) and tax credit carryforwards and because of future reversals of temporary differences in the bases of assets and liabilities as measured by tax laws and their bases as reported in the financial statements. NOL and tax credit carryforwards result in reductions to future tax liabilities, and many of these attributes can expire if not utilized within certain periods. We consider the need for valuation allowances to reduce net deferred tax assets to the amounts that we estimate are more likely than not to be realized.
Consistent with the applicable accounting guidance, we monitor relevant tax authorities and change our estimates of accrued income taxes and/or net deferred tax assets due to changes in income tax laws and their interpretation by the courts and regulatory authorities. These revisions of our estimates, which also may result from our income tax planning and from the resolution of income tax audit matters, may be material to our operating results for any given period.

Bank of America 2018 78


See Note 19 – Income Taxes to the Consolidated Financial Statements for a table of significant tax attributes and additional information. For more information, see page 13 under Item 1A. Risk Factors – Regulatory, Compliance and Legal.
Goodwill and Intangible Assets
The nature of and accounting for goodwill and intangible assets are discussed in Note 1 – Summary of Significant Accounting Principles, and Note 8 – Goodwill and Intangible Assets. Beginning with our annual goodwill impairment test as of June 30, 2018, we conducted a qualitative assessment, rather than a quantitative assessment as previously performed, that is more fully described in Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
We completed our annual goodwill impairment test as of June 30, 2018 for all of our reporting units that had goodwill. We performed that test by assessing qualitative factors to determine whether it is more likely than not that the fair value of each reporting unit is less than its respective carrying value. Factors considered in the qualitative assessments include, among other things, macroeconomic conditions, industry and market considerations, financial performance of the respective reporting unit and other relevant entity- and reporting-unit specific considerations. If based on the results of the qualitative assessment, it is more likely than not that the fair value of a reporting unit is less than its carrying value, a quantitative assessment is performed.
Based on our qualitative assessments, we determined that for each reporting unit with goodwill, it was more likely than not that its respective fair value exceeded its carrying value, indicating there was no impairment. For more information regarding goodwill balances at June 30, 2018, see Note 8 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
Representations and Warranties Liability
The methodology used to estimate the liability for obligations under representations and warranties related to transfers of residential mortgage loans is a function of the type of representations and warranties provided in the sales contracts and considers a variety of factors. These factors, which incorporate judgment, are subject to change based on our specific experience. Our experience in negotiating settlements with trustees and other counterparties is an important input in determining our estimate of the liability. We also consider actual defaults, estimated future defaults, historical loss experience, estimated home prices and other economic conditions. Changes to any one of these factors could impact the estimate of our liability.
The representations and warranties provision may vary significantly each period as the methodology used to estimate the expense continues to be refined. The estimate of the liability for representations and warranties is sensitive to future defaults, loss severity and the net repurchase rate. An assumed simultaneous increase or decrease of 10 percent in estimated future defaults, loss severity and the net repurchase rate would result in an increase or decrease of approximately $200 million in the representations and warranties liability as of December 31, 2018. These sensitivities are hypothetical and are intended to provide an indication of the impact of a significant change in these key assumptions on the representations and warranties liability. In reality, changes in one assumption may result in changes in other assumptions, which may or may not counteract the sensitivity.
For more information on representations and warranties exposure, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.

2017 Compared to 2016
The following discussion and analysis provide a comparison of our results of operations for 2017 and 2016. This discussion should be read in conjunction with the Consolidated Financial Statements and related Notes.
Overview
Net Income
Net income was $18.2 billion, or $1.56 per diluted share in 2017 compared to $17.8 billion, or $1.49 per diluted share in 2016. The results for 2017 included a charge of $2.9 billion related to the Tax Act. The pretax results for 2017 compared to 2016 were driven by higher revenue, largely the result of an increase in net interest income, lower provision for credit losses and a decline in noninterest expense.
Net Interest Income
Net interest income increased $3.6 billion to $44.7 billion in 2017 compared to 2016. Net interest yield on an FTE basis increased 12 bps to 2.37 percent for 2017. These increases were primarily driven by the benefits from higher interest rates and loan and deposit growth, partially offset by the sale of the non-U.S. consumer credit card business in the second quarter of 2017.
Noninterest Income
Noninterest income increased $80 million to $42.7 billion in 2017 compared to 2016. The following highlights the significant changes.
Service charges increased $180 million primarily driven by the impact of pricing strategies and higher treasury services related revenue.
Investment and brokerage services income increased $487 million primarily driven by the impact of AUM flows and higher market valuations, partially offset by the impact of changing market dynamics on transactional revenue and AUM pricing.
Investment banking income increased $770 million primarily due to higher advisory fees and higher debt and equity issuance fees.
Trading account profits increased $375 million primarily due to increased client financing activity in equities, partially offset by weaker performance across most fixed-income products.
Other income decreased $1.8 billion primarily due to lower mortgage banking income, with declines in both MSR results and production. Included in 2017 was a $793 million pretax gain recognized in connection with the sale of the non-U.S. consumer credit card business and a downward valuation adjustment of $946 million on tax-advantaged energy investments in connection with the Tax Act.
Provision for Credit Losses
The provision for credit losses decreased $201 million to $3.4 billion for 2017 compared to 2016 primarily due to reductions in energy exposures in the commercial portfolio and credit quality improvements in the consumer real estate portfolio. This was partially offset by portfolio seasoning and loan growth in the U.S. credit card portfolio and a single-name non-U.S. commercial charge-off.
Noninterest Expense
Noninterest expense decreased $340 million to $54.7 billion for 2017 compared to 2016. The decrease was primarily due to lower operating costs, a reduction from the sale of the non-U.S. consumer credit card business and lower litigation expense, partially offset by a $316 million impairment charge related to certain data centers that were in the process of being sold and

79Bank of America 2018






$145 million for the shared success discretionary year-end bonus awarded to certain employees.
Income Tax Expense
Tax expense for 2017 included a charge of $1.9 billion reflecting the impact of the Tax Act. Other than the impact of the Tax Act, the effective tax rate for 2017 was driven by our recurring tax preference benefits as well as an expense recognized in connection with the sale of the non-U.S. consumer credit card business, largely offset by benefits related to the adoption of the new accounting standard for the tax impact associated with share-based compensation, and the restructuring of certain subsidiaries. The effective tax rate for 2016 was driven by our recurring tax preferences and net tax benefits related to various tax audit matters, partially offset by a charge for the impact of U.K. tax law changes enacted in 2016.
Business Segment Operations
Consumer Banking
Net income for Consumer Banking increased $1.0 billion to $8.2 billion in 2017 compared to 2016 primarily driven by higher net interest income, partially offset by higher provision for credit losses and lower mortgage banking income which is included in other noninterest income. Net interest income increased $3.0 billion to $24.3 billion primarily due to the beneficial impact of an increase in investable assets as a result of higher deposits, as well as pricing discipline and loan growth. Noninterest income decreased $227 million to $10.2 billion driven by lower mortgage banking income, partially offset by higher card income and service charges. The provision for credit losses increased $810 million to $3.5 billion due to portfolio seasoning and loan growth in the U.S. credit card portfolio. Noninterest expense increased $131 million to $17.8 billion driven by higher personnel expense, including the shared success discretionary year-end bonus, and increased FDIC expense, as well as investments in digital capabilities and business growth. These increases were partially offset by improved operating efficiencies.
Global Wealth & Investment Management
Net income for GWIM increased$312 million to $3.1 billion in 2017 compared to 2016 due to higher revenue, partially offset by an increase in noninterest expense. Net interest income increased $414 million to $6.2 billion driven by higher short-term interest rates. Noninterest income, which primarily includes investment and brokerage services income, increased $526 million to $12.4 billion. The increase in noninterest income was driven by the impact of AUM flows and higher market valuations, partially offset by the impact of changing market dynamics on transactional revenue and AUM pricing. Noninterest expense increased $390 million to $13.6 billion primarily driven by higher revenue-related incentive costs.
Global Banking
Net income for Global Banking increased $1.2 billion to $7.0 billion in2017compared to2016 driven byhigherrevenueandlower
provision for credit losses. Revenue increased $1.6 billion to $20.0 billion driven by higher net interest income and noninterest income. Net interest income increased $1.0 billion to $10.5 billion due to loan and deposit-related growth, higher short-term rates on an increased deposit base and the impact of the allocation of ALM activities, partially offset by credit spread compression. Noninterest income increased $521 million to $9.5 billion largely due to higher investment banking fees. The provision for credit lossesdecreased$671millionto$212 millionin2017primarily driven by reductions in energy exposures and continued portfolio improvement, partially offset by Global Banking’s portion of a 2017 single-name non-U.S. commercial charge-off. Noninterest expense increased $110 million to $8.6 billion in 2017 primarily driven by higher investments in technology and higher deposit insurance, partially offset by lower litigation costs.
Global Markets
Net income for Global Markets decreased $524 million to $3.3 billion in 2017 compared to 2016. Net DVA losses were $428 million compared to losses of $238 million in 2016. Excluding net DVA, net income decreased $405 million to $3.6 billion primarily driven by higher noninterest expense, lower sales and trading revenue and an increase in the provision for credit losses, partially offset by higher investment banking fees. Sales and trading revenue, excluding net DVA, decreased $423 million primarily due to weaker performance in rates products and emerging markets. The provision for credit losses increased $133 million to $164 million in 2017, reflecting Global Markets’ portion of a single-name non-U.S. commercial charge-off. Noninterest expense increased $560 million to $10.7 billion primarily due to higher litigation expense and continued investments in technology.
All Other
The net loss for All Other increased $1.6 billion to a net loss of $3.3 billion, driven by a charge of $2.9 billion due to enactment of the Tax Act. The pretax loss for 2017 compared to 2016 decreased $523 million reflecting lower noninterest expense and a larger benefit in the provision for credit losses, partially offset by a decline in revenue. Revenue declined $1.5 billion primarily due to lower mortgage banking income. All other noninterest loss decreased marginally and included a pretax gain of $793 million on the sale of the non-U.S. credit card business and a downward valuation adjustment of $946 million on tax-advantaged energy investments in connection with the Tax Act.
The benefit in the provision for credit losses increased $461 million to a benefit of $561 million primarily driven by continued runoff of the non-core portfolio, loan sale recoveries and the sale of the non-U.S. consumer credit card business.
Noninterest expense decreased $1.5 billion to $4.1 billion driven by lower litigation expense, lower personnel expense and a decline in non-core mortgage servicing costs.
The income tax benefit was $1.0 billion in 2017 compared to a benefit of $3.1 billion in 2016. The decrease in the tax benefit was driven by the impacts of the Tax Act. Both periods include income tax benefit adjustments to eliminate the FTE treatment of certain tax credits recorded in Global Banking.

Bank of America 2018 80


Statistical Tables
Table of Contents
Page
           
Table IOutstanding Loans and Leases
           
  December 31
(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Residential mortgage$208,557
 $203,811
 $191,797
 $187,911
 $216,197
Home equity48,286
 57,744
 66,443
 75,948
 85,725
U.S. credit card98,338
 96,285
 92,278
 89,602
 91,879
Non-U.S. credit card
 
 9,214
 9,975
 10,465
Direct/Indirect consumer (1)
91,166
 96,342
 95,962
 90,149
 81,386
Other consumer (2)
202
 166
 626
 713
 841
Total consumer loans excluding loans accounted for under the fair value option446,549
 454,348
 456,320
 454,298
 486,493
Consumer loans accounted for under the fair value option (3)
682
 928
 1,051
 1,871
 2,077
Total consumer447,231
 455,276
 457,371
 456,169
 488,570
Commercial         
U.S. commercial299,277
 284,836
 270,372
 252,771
 220,293
Non-U.S. commercial98,776
 97,792
 89,397
 91,549
 80,083
Commercial real estate (4)
60,845
 58,298
 57,355
 57,199
 47,682
Commercial lease financing22,534
 22,116
 22,375
 21,352
 19,579
  481,432
 463,042
 439,499
 422,871
 367,637
U.S. small business commercial (5)
14,565
 13,649
 12,993
 12,876
 13,293
Total commercial loans excluding loans accounted for under the fair value option495,997
 476,691
 452,492
 435,747
 380,930
Commercial loans accounted for under the fair value option (3)
3,667
 4,782
 6,034
 5,067
 6,604
Total commercial499,664
 481,473
 458,526
 440,814
 387,534
Less: Loans of business held for sale (6)

 
 (9,214) 
 
Total loans and leases$946,895
 $936,749
 $906,683
 $896,983
 $876,104
(1)
Includes auto and specialty lending loans and leases of $50.1 billion, $52.4 billion, $50.7 billion, $43.9 billion and $38.7 billion, unsecured consumer lending loans of $383 million, $469 million, $585 million, $886 million and $1.5 billion, U.S. securities-based lending loans of $37.0 billion, $39.8 billion, $40.1 billion, $39.8 billion and $35.8 billion, non-U.S. consumer loans of $2.9 billion, $3.0 billion, $3.0 billion, $3.9 billion and $4.0 billion, student loans of $0, $0, $497 million, $564 million and $632 million, and other consumer loans of $746 million, $684 million, $1.1 billion, $1.0 billion and $761 million at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(2)
Substantially all of other consumer at December 31, 2018 and 2017 is consumer overdrafts. Other consumer at December 31, 2016, 2015 and 2014 also includes consumer finance loans of $465 million, $564 million and $676 million, respectively.
(3)
Consumer loans accounted for under the fair value option were residential mortgage loans of $336 million, $567 million, $710 million, $1.6 billion and $1.9 billion, and home equity loans of $346 million, $361 million, $341 million, $250 million and $196 million at December 31, 2018, 2017, 2016, 2015 and 2014, respectively. Commercial loans accounted for under the fair value option were U.S. commercial loans of $2.5 billion, $2.6 billion, $2.9 billion, $2.3 billion and $1.9 billion, and non-U.S. commercial loans of $1.1 billion, $2.2 billion, $3.1 billion, $2.8 billion and $4.7 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(4)
Includes U.S. commercial real estate loans of $56.6 billion, $54.8 billion, $54.3 billion, $53.6 billion and $45.2 billion, and non-U.S. commercial real estate loans of $4.2 billion, $3.5 billion, $3.1 billion, $3.5 billion and $2.5 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(5)
Includes card-related products.
(6)
Represents non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet.


81Bank of America 2018






           
Table II
Nonperforming Loans, Leases and Foreclosed Properties (1)
           
  December 31
(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Residential mortgage$1,893
 $2,476
 $3,056
 $4,803
 $6,889
Home equity1,893
 2,644
 2,918
 3,337
 3,901
Direct/Indirect consumer56
 46
 28
 24
 28
Other consumer
 
 2
 1
 1
Total consumer (2)
3,842
 5,166
 6,004
 8,165
 10,819
Commercial 
  
  
  
  
U.S. commercial794
 814
 1,256
 867
 701
Non-U.S. commercial80
 299
 279
 158
 1
Commercial real estate156
 112
 72
 93
 321
Commercial lease financing18
 24
 36
 12
 3
  1,048
 1,249
 1,643
 1,130
 1,026
U.S. small business commercial54
 55
 60
 82
 87
Total commercial (3)
1,102
 1,304
 1,703
 1,212
 1,113
Total nonperforming loans and leases4,944
 6,470
 7,707
 9,377
 11,932
Foreclosed properties300
 288
 377
 459
 697
Total nonperforming loans, leases and foreclosed properties$5,244
 $6,758
 $8,084
 $9,836
 $12,629
(1)
Balances do not include PCI loans even though the customer may be contractually past due. PCI loans were recorded at fair value upon acquisition and accrete interest income over the remaining life of the loan. In addition, balances do not include foreclosed properties insured by certain government-guaranteed loans, principally FHA-insured loans, that entered foreclosure of $488 million, $801 million, $1.2 billion, $1.4 billion and $1.1 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(2)
In 2018, $625 million in interest income was estimated to be contractually due on $3.8 billion of consumer loans and leases classified as nonperforming at December 31, 2018, as presented in the table above, plus $6.8 billion of TDRs classified as performing at December 31, 2018. Approximately $388 million of the estimated $625 million in contractual interest was received and included in interest income for 2018.
(3)
In 2018, $119 million in interest income was estimated to be contractually due on $1.1 billion of commercial loans and leases classified as nonperforming at December 31, 2018, as presented in the table above, plus $1.3 billion of TDRs classified as performing at December 31, 2018. Approximately $84 million of the estimated $119 million in contractual interest was received and included in interest income for 2018.
           
Table III 
Accruing Loans and Leases Past Due 90 Days or More (1)
           
  December 31
(Dollars in millions)2018 2017 2016 2015 2014
Consumer 
  
  
  
  
Residential mortgage (2)
$1,884
 $3,230
 $4,793
 $7,150
 $11,407
U.S. credit card994
 900
 782
 789
 866
Non-U.S. credit card
 
 66
 76
 95
Direct/Indirect consumer38
 40
 34
 39
 64
Other consumer
 
 4
 3
 1
Total consumer2,916
 4,170
 5,679
 8,057
 12,433
Commercial 
  
  
  
  
U.S. commercial 197
 144
 106
 113
 110
Non-U.S. commercial
 3
 5
 1
 
Commercial real estate4
 4
 7
 3
 3
Commercial lease financing29
 19
 19
 15
 40
  230
 170
 137
 132
 153
U.S. small business commercial84
 75
 71
 61
 67
Total commercial314
 245
 208
 193
 220
Total accruing loans and leases past due 90 days or more$3,230
 $4,415
 $5,887
 $8,250
 $12,653
(1)
Our policy is to classify consumer real estate-secured loans as nonperforming at 90 days past due, except the PCI loan portfolio, the fully-insured loan portfolio and loans accounted for under the fair value option.
(2)
Balances are fully-insured loans.


Bank of America 2018 82


         
Table IV
Selected Loan Maturity Data (1, 2)
       
         
  December 31, 2018
(Dollars in millions)
Due in One
Year or Less
 Due After One Year Through Five Years 
Due After
Five Years
 Total
U.S. commercial$74,365
 $194,116
 $47,888
 $316,369
U.S. commercial real estate11,622
 40,393
 4,590
 56,605
Non-U.S. and other (3)
42,217
 55,360
 6,579
 104,156
Total selected loans$128,204
 $289,869
 $59,057
 $477,130
Percent of total27% 61% 12% 100%
Sensitivity of selected loans to changes in interest rates for loans due after one year: 
  
  
  
Fixed interest rates 
 $17,109
 $27,664
  
Floating or adjustable interest rates 
 272,760
 31,393
  
Total 
 $289,869
 $59,057
  
(1)
Loan maturities are based on the remaining maturities under contractual terms.
(2)
Includes loans accounted for under the fair value option.
(3)
Loan maturities include non-U.S. commercial and commercial real estate loans.
           
Table VAllowance for Credit Losses         
           
(Dollars in millions)2018 2017 2016 2015 2014
Allowance for loan and lease losses, January 1$10,393
 $11,237
 $12,234
 $14,419
 $17,428
Loans and leases charged off     
  
  
Residential mortgage(207) (188) (403) (866) (855)
Home equity(483) (582) (752) (975) (1,364)
U.S. credit card(3,345) (2,968) (2,691) (2,738) (3,068)
Non-U.S. credit card (1)

 (103) (238) (275) (357)
Direct/Indirect consumer(495) (491) (392) (383) (456)
Other consumer(197) (212) (232) (224) (268)
Total consumer charge-offs(4,727) (4,544) (4,708) (5,461) (6,368)
U.S. commercial (2)
(575) (589) (567) (536) (584)
Non-U.S. commercial(82) (446) (133) (59) (35)
Commercial real estate(10) (24) (10) (30) (29)
Commercial lease financing(8) (16) (30) (19) (10)
Total commercial charge-offs(675) (1,075) (740) (644) (658)
Total loans and leases charged off(5,402) (5,619) (5,448) (6,105) (7,026)
Recoveries of loans and leases previously charged off     
  
  
Residential mortgage179
 288
 272
 393
 969
Home equity485
 369
 347
 339
 457
U.S. credit card508
 455
 422
 424
 430
Non-U.S. credit card (1)

 28
 63
 87
 115
Direct/Indirect consumer300
 277
 258
 271
 287
Other consumer15
 49
 27
 31
 39
Total consumer recoveries1,487
 1,466
 1,389
 1,545
 2,297
U.S. commercial (3)
120
 142
 175
 172
 214
Non-U.S. commercial14
 6
 13
 5
 1
Commercial real estate9
 15
 41
 35
 112
Commercial lease financing9
 11
 9
 10
 19
Total commercial recoveries152
 174
 238
 222
 346
Total recoveries of loans and leases previously charged off1,639
 1,640
 1,627
 1,767
 2,643
Net charge-offs(3,763) (3,979) (3,821) (4,338) (4,383)
Write-offs of PCI loans(273) (207) (340) (808) (810)
Provision for loan and lease losses3,262
 3,381
 3,581
 3,043
 2,231
Other (4)
(18) (39) (174) (82) (47)
Total allowance for loan and lease losses, December 319,601
 10,393
 11,480
 12,234
 14,419
Less: Allowance included in assets of business held for sale (5)

 
 (243) 
 
Allowance for loan and lease losses, December 319,601
 10,393
 11,237
 12,234
 14,419
Reserve for unfunded lending commitments, January 1777
 762
 646
 528
 484
Provision for unfunded lending commitments20
 15
 16
 118
 44
Other (4)

 
 100
 
 
Reserve for unfunded lending commitments, December 31797
 777
 762
 646
 528
Allowance for credit losses, December 31$10,398
 $11,170
 $11,999
 $12,880
 $14,947
(1)
Represents net charge-offs related to the non-U.S. credit card loan portfolio, which was sold in 2017.
(2)
Includes U.S. small business commercial charge-offs of $287 million, $258 million, $253 million, $282 million and $345 million in 2018, 2017, 2016, 2015 and 2014, respectively.
(3)
Includes U.S. small business commercial recoveries of $47 million, $43 million, $45 million, $57 million and $63 million in 2018, 2017, 2016, 2015 and 2014, respectively.
(4)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held for sale and certain other reclassifications.
(5)
Represents allowance related to the non-U.S. credit card loan portfolio, which was sold in 2017.

83Bank of America 2018






           
Table VAllowance for Credit Losses (continued)         
           
(Dollars in millions)2018 2017 2016 2015 2014
Loan and allowance ratios (6):
         
Loans and leases outstanding at December 31 (7)
$942,546
 $931,039
 $908,812
 $890,045
 $867,422
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31 (7)
1.02% 1.12% 1.26% 1.37% 1.66%
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31 (8)
1.08
 1.18
 1.36
 1.63
 2.05
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31 (9)
0.97
 1.05
 1.16
 1.11
 1.16
Average loans and leases outstanding (7)
$927,531
 $911,988
 $892,255
 $869,065
 $888,804
Net charge-offs as a percentage of average loans and leases outstanding (7, 10)
0.41% 0.44% 0.43% 0.50% 0.49%
Net charge-offs and PCI write-offs as a percentage of average loans and leases outstanding (7)
0.44
 0.46
 0.47
 0.59
 0.58
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31 (7)
194
 161
 149
 130
 121
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs (10)
2.55
 2.61
 3.00
 2.82
 3.29
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs and PCI write-offs2.38
 2.48
 2.76
 2.38
 2.78
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (11)
$4,031
 $3,971
 $3,951
 $4,518
 $5,944
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases, excluding the allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (7, 11)
113% 99% 98% 82% 71%
(6)
Loan and allowance ratios for 2016 include $243 million of non-U.S. credit card allowance for loan and lease losses and $9.2 billion of ending non-U.S. credit card loans, which were sold in 2017.
(7)
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion, $5.7 billion, $7.1 billion, $6.9 billion and $8.7 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively. Average loans accounted for under the fair value option were $5.5 billion, $6.7 billion, $8.2 billion, $7.7 billion and $9.9 billion in 2018, 2017, 2016, 2015 and 2014, respectively.
(8)
Excludes consumer loans accounted for under the fair value option of $682 million, $928 million, $1.1 billion, $1.9 billion and $2.1 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(9)
Excludes commercial loans accounted for under the fair value option of $3.7 billion, $4.8 billion, $6.0 billion, $5.1 billion and $6.6 billion at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(10)
Net charge-offs exclude $273 million, $207 million, $340 million, $808 million and $810 million of write-offs in the PCI loan portfolio in 2018, 2017, 2016, 2015 and 2014 respectively. For more information on PCI write-offs, see Consumer Portfolio Credit Risk Management – Purchased Credit-impaired Loan Portfolio on page 57.
(11)
Primarily includes amounts allocated to U.S. credit card and unsecured consumer lending portfolios in Consumer Banking and PCI loans and the non-U.S. credit card portfolio in All Other.

                     
Table VIAllocation of the Allowance for Credit Losses by Product Type
                     
 December 31
 2018 2017 2016 2015 2014
(Dollars in millions)Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
 Amount Percent
of Total
Allowance for loan and lease losses 
  
  
  
  
  
  
  
  
  
Residential mortgage$422
 4.40% $701
 6.74% $1,012
 8.82% $1,500
 12.26% $2,900
 20.11%
Home equity506
 5.27
 1,019
 9.80
 1,738
 15.14
 2,414
 19.73
 3,035
 21.05
U.S. credit card3,597
 37.47
 3,368
 32.41
 2,934
 25.56
 2,927
 23.93
 3,320
 23.03
Non-U.S. credit card
 
 
 
 243
 2.12
 274
 2.24
 369
 2.56
Direct/Indirect consumer248
 2.58
 264
 2.54
 244
 2.13
 223
 1.82
 299
 2.07
Other consumer29
 0.30
 31
 0.30
 51
 0.44
 47
 0.38
 59
 0.41
Total consumer4,802
 50.02
 5,383
 51.79
 6,222
 54.21
 7,385
 60.36
 9,982
 69.23
U.S. commercial (1)
3,010
 31.35
 3,113
 29.95
 3,326
 28.97
 2,964
 24.23
 2,619
 18.16
Non-U.S. commercial677
 7.05
 803
 7.73
 874
 7.61
 754
 6.17
 649
 4.50
Commercial real estate958
 9.98
 935
 9.00
 920
 8.01
 967
 7.90
 1,016
 7.05
Commercial lease financing154
 1.60
 159
 1.53
 138
 1.20
 164
 1.34
 153
 1.06
Total commercial4,799
 49.98
 5,010
 48.21
 5,258
 45.79
 4,849
 39.64
 4,437
 30.77
Total allowance for loan and lease losses (2)
9,601
 100.00% 10,393
 100.00% 11,480
 100.00% 12,234
 100.00% 14,419
 100.00%
Less: Allowance included in assets of business held for sale (3)

   
   (243)   
   
  
Allowance for loan and lease losses9,601
   10,393
   11,237
   12,234
   14,419
  
Reserve for unfunded lending commitments797
   777
  
 762
   646
   528
  
Allowance for credit losses$10,398
   $11,170
  
 $11,999
   $12,880
   $14,947
  
(1)
Includes allowance for loan and lease losses for U.S. small business commercial loans of $474 million, $439 million, $416 million, $507 million and $536 million at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(2)
Includes $91 million, $289 million, $419 million, $804 million and $1.7 billion of valuation allowance presented with the allowance for loan and lease losses related to PCI loans at December 31, 2018, 2017, 2016, 2015 and 2014, respectively.
(3)
Represents allowance for loan and lease losses related to the non-U.S. credit card loan portfolio, which was sold in 2017.

Bank of America 2018 84


Item 7A. Quantitative and Qualitative Disclosures about Market Risk
See Market Risk Management on page 70 in the MD&A and the sections referenced therein for Quantitative and Qualitative Disclosures about Market Risk.
Item 8. Financial Statements and Supplementary Data
Table of Contents
Page


85Bank of America 2018






Report of Management on Internal Control Over Financial Reporting
The management of Bank of America Corporation is responsible for establishing and maintaining adequate internal control over financial reporting.
The Corporation’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with accounting principles generally accepted in the United States of America. The Corporation’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the Corporation; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with accounting principles generally accepted in the United States of America, and that receipts and expenditures of the Corporation are being made only in accordance with authorizations of management and directors of the Corporation; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the Corporation’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
Management assessed the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2018 based on the framework set forth by the Committee of Sponsoring Organizations of the Treadway Commission in Internal Control – Integrated Framework (2013). Based on that assessment, management concluded that, as of December 31, 2018, the Corporation’s internal control over financial reporting is effective.
The Corporation’s internal control over financial reporting as of December 31, 2018 has been audited by PricewaterhouseCoopers, LLP, an independent registered public accounting firm, as stated in their accompanying report which expresses an unqualified opinion on the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2018.
ceosignature4q20.jpg
Brian T. Moynihan
Chairman, Chief Executive Officer and President

cfosignature4q20.jpg
Paul M. Donofrio
Chief Financial Officer


Bank of America 2018 86


Report of Independent Registered Public Accounting Firm
To the Board of Directors and Shareholders of Bank of America Corporation:
Opinions on the Financial Statements and Internal Control over Financial Reporting
We have audited the accompanying consolidated balance sheets of Bank of America Corporation and its subsidiaries as of December 31, 2018and December 31, 2017,and the related consolidated statements of income, comprehensive income, changes in shareholders’ equity and cash flows for each of the three years in the period ended December 31, 2018, including the related notes (collectively referred to as the “consolidated financial statements”). We also have audited the Corporation’s internal control over financial reporting as of December 31, 2018, based on criteria established in Internal Control - Integrated Framework(2013)issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).
In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Corporation as of December 31, 2018 and December 31, 2017, and the results of itsoperations and itscash flows for each of the three years in the period ended December 31, 2018in conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Corporation maintained, in all material respects, effective internal control over financial reporting as of December 31, 2018, based on criteria established in Internal Control - Integrated Framework(2013)issued by the COSO.
Basis for Opinions
The Corporation’s management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Report of Management on Internal Control Over Financial Reporting. Our responsibility is to express opinions on the Corporation’s consolidated financial statements and on the Corporation’s internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to the Corporation in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.
We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective internal control over financial reporting was maintained in all material respects.
Our audits of the consolidated financial statements included performing procedures to assess the risks of material
misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.
Definition and Limitations of Internal Control over Financial Reporting
A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.
Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.
pwcsignaturea03.jpg
Charlotte, North Carolina
February 26, 2019

We have served as the Corporation’s auditor since 1958.



87Bank of America 2018






Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Income
      
(In millions, except per share information)2018 2017 2016
Interest income 
  
  
Loans and leases$40,811
 $36,221
 $33,228
Debt securities11,724
 10,471
 9,167
Federal funds sold and securities borrowed or purchased under agreements to resell3,176
 2,390
 1,118
Trading account assets4,811
 4,474
 4,423
Other interest income6,247
 4,023
 3,121
Total interest income66,769
 57,579
 51,057
      
Interest expense 
  
  
Deposits4,495
 1,931
 1,015
Short-term borrowings5,839
 3,538
 2,350
Trading account liabilities1,358
 1,204
 1,018
Long-term debt7,645
 6,239
 5,578
Total interest expense19,337
 12,912
 9,961
Net interest income47,432
 44,667
 41,096
      
Noninterest income 
  
  
Card income6,051
 5,902
 5,851
Service charges7,767
 7,818
 7,638
Investment and brokerage services14,160
 13,836
 13,349
Investment banking income5,327
 6,011
 5,241
Trading account profits8,540
 7,277
 6,902
Other income1,970
 1,841
 3,624
Total noninterest income43,815
 42,685
 42,605
Total revenue, net of interest expense91,247
 87,352
 83,701
      
Provision for credit losses3,282
 3,396
 3,597
      
Noninterest expense 
  
  
Personnel31,880
 31,931
 32,018
Occupancy4,066
 4,009
 4,038
Equipment1,705
 1,692
 1,804
Marketing1,674
 1,746
 1,703
Professional fees1,699
 1,888
 1,971
Data processing3,222
 3,139
 3,007
Telecommunications699
 699
 746
Other general operating8,436
 9,639
 9,796
Total noninterest expense53,381
 54,743
 55,083
Income before income taxes34,584
 29,213
 25,021
Income tax expense6,437
 10,981
 7,199
Net income$28,147
 $18,232
 $17,822
Preferred stock dividends1,451
 1,614
 1,682
Net income applicable to common shareholders$26,696
 $16,618
 $16,140
      
Per common share information 
  
  
Earnings$2.64
 $1.63
 $1.57
Diluted earnings2.61
 1.56
 1.49
Average common shares issued and outstanding10,096.5
 10,195.6
 10,284.1
Average diluted common shares issued and outstanding10,236.9
 10,778.4
 11,046.8
      
Consolidated Statement of Comprehensive Income
      
(Dollars in millions)2018 2017 2016
Net income$28,147
 $18,232
 $17,822
Other comprehensive income (loss), net-of-tax:     
Net change in debt and equity securities(3,953) 61
 (1,345)
Net change in debit valuation adjustments749
 (293) (156)
Net change in derivatives(53) 64
 182
Employee benefit plan adjustments(405) 288
 (524)
Net change in foreign currency translation adjustments(254) 86
 (87)
Other comprehensive income (loss)(3,916) 206
 (1,930)
Comprehensive income$24,231
 $18,438
 $15,892
See accompanying Notes to Consolidated Financial Statements.

Bank of America 2018 88


Bank of America Corporation and Subsidiaries
     
Consolidated Balance Sheet
  December 31
(Dollars in millions)2018 2017
Assets 
  
Cash and due from banks$29,063
 $29,480
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks148,341
 127,954
Cash and cash equivalents177,404
 157,434
Time deposits placed and other short-term investments7,494
 11,153
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $56,399 and $52,906 measured at fair value)
261,131
 212,747
Trading account assets (includes $119,363 and $106,274 pledged as collateral)
214,348
 209,358
Derivative assets43,725
 37,762
Debt securities: 
  
Carried at fair value238,101
 315,117
Held-to-maturity, at cost (fair value – $200,435 and $123,299)
203,652
 125,013
Total debt securities441,753

440,130
Loans and leases (includes $4,349 and $5,710 measured at fair value)
946,895
 936,749
Allowance for loan and lease losses(9,601) (10,393)
Loans and leases, net of allowance937,294

926,356
Premises and equipment, net9,906
 9,247
Goodwill68,951
 68,951
Loans held-for-sale (includes $2,942 and $2,156 measured at fair value)
10,367
 11,430
Customer and other receivables65,814
 61,623
Other assets (includes $19,739 and $22,581 measured at fair value)
116,320
 135,043
Total assets$2,354,507

$2,281,234
     
Liabilities 
  
Deposits in U.S. offices: 
  
Noninterest-bearing$412,587
 $430,650
Interest-bearing (includes $492 and $449 measured at fair value)
891,636
 796,576
Deposits in non-U.S. offices:   
Noninterest-bearing14,060
 14,024
Interest-bearing63,193
 68,295
Total deposits1,381,476
 1,309,545
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $28,875 and $36,182 measured at fair value)
186,988
 176,865
Trading account liabilities68,220
 81,187
Derivative liabilities37,891
 34,300
Short-term borrowings (includes $1,648 and $1,494 measured at fair value)
20,189
 32,666
Accrued expenses and other liabilities (includes $20,075 and $22,840 measured at fair value
   and $797 and $777 of reserve for unfunded lending commitments)
165,078
 152,123
Long-term debt (includes $27,637 and $31,786 measured at fair value)
229,340
 227,402
Total liabilities2,089,182
 2,014,088
Commitments and contingencies (Note 7 – Securitizations and Other Variable Interest Entities
   and Note 12 – Commitments and Contingencies)


  
Shareholders’ equity 
  
Preferred stock, $0.01 par value; authorized – 100,000,000 shares; issued and outstanding – 3,843,140 and 3,837,683 shares
22,326
 22,323
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 9,669,286,370 and 10,287,302,431 shares
118,896
 138,089
Retained earnings136,314
 113,816
Accumulated other comprehensive income (loss)(12,211) (7,082)
Total shareholders’ equity265,325
 267,146
Total liabilities and shareholders’ equity$2,354,507
 $2,281,234
     
 Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)   
 Trading account assets$5,798
 $6,521
 Loans and leases43,850
 48,929
 Allowance for loan and lease losses(912) (1,016)
 Loans and leases, net of allowance42,938

47,913
 All other assets337
 1,721
 Total assets of consolidated variable interest entities$49,073
 $56,155
 Liabilities of consolidated variable interest entities included in total liabilities above 
  
 Short-term borrowings$742
 $312
 
Long-term debt (includes $10,943 and $9,872 of non-recourse debt)
10,944
 9,873
 
All other liabilities (includes $27 and $34 of non-recourse liabilities)
30
 37
 Total liabilities of consolidated variable interest entities$11,716
 $10,222
See accompanying Notes to Consolidated Financial Statements.

89Bank of America 2018






Bank of America Corporation and Subsidiaries
            
Consolidated Statement of Changes in Shareholders’ Equity
            
 
Preferred
Stock
 
Common Stock and
Additional Paid-in Capital
 
Retained
Earnings
 
Accumulated
Other
Comprehensive
Income (Loss)
 
Total
Shareholders’
Equity
(In millions) Shares Amount   
Balance, December 31, 2015$22,273
 10,380.3
 $151,042
 $87,658
 $(5,358) $255,615
Net income 
  
  
 17,822
   17,822
Net change in debt and equity securities 
  
  
  
 (1,345) (1,345)
Net change in debit valuation adjustments        (156) (156)
Net change in derivatives 
  
  
  
 182
 182
Employee benefit plan adjustments 
  
  
  
 (524) (524)
Net change in foreign currency translation adjustments 
  
  
   (87) (87)
Dividends declared: 
  
  
    
  
Common   
   (2,573)  
 (2,573)
Preferred   
  
 (1,682)  
 (1,682)
Issuance of preferred stock2,947
         2,947
Common stock issued under employee plans, net, and related tax effects  5.1
 1,108
  
  
 1,108
Common stock repurchased  (332.8) (5,112)     (5,112)
Balance, December 31, 2016$25,220
 10,052.6
 $147,038
 $101,225
 $(7,288) $266,195
Net income      18,232
   18,232
Net change in debt and equity securities        61
 61
Net change in debit valuation adjustments        (293) (293)
Net change in derivatives        64
 64
Employee benefit plan adjustments        288
 288
Net change in foreign currency translation adjustments        86
 86
Dividends declared:          

Common      (4,027)   (4,027)
Preferred      (1,578)   (1,578)
Common stock issued in connection with exercise of warrants and exchange of preferred stock(2,897) 700.0
 2,933
 (36)   
Common stock issued under employee plans, net, and other  43.3
 932
     932
Common stock repurchased  (508.6) (12,814)     (12,814)
Balance, December 31, 2017$22,323
 10,287.3
 $138,089
 $113,816
 $(7,082) $267,146
Cumulative adjustment for adoption of hedge accounting standard      (32) 57
 25
Adoption of accounting standard related to certain tax effects stranded in accumulated other comprehensive income (loss)      1,270
 (1,270) 
Net income      28,147
   28,147
Net change in debt and equity securities        (3,953) (3,953)
Net change in debit valuation adjustments        749
 749
Net change in derivatives        (53) (53)
Employee benefit plan adjustments        (405) (405)
Net change in foreign currency translation adjustments        (254) (254)
Dividends declared:          

Common      (5,424)   (5,424)
Preferred      (1,451)   (1,451)
Issuance of preferred stock4,515
         4,515
Redemption of preferred stock(4,512)     

   (4,512)
Common stock issued under employee plans, net, and other  58.2
 901
 (12)   889
Common stock repurchased  (676.2) (20,094)     (20,094)
Balance, December 31, 2018$22,326
 9,669.3
 $118,896
 $136,314
 $(12,211) $265,325
See accompanying Notes to Consolidated Financial Statements.

Bank of America 2018 90


Bank of America Corporation and Subsidiaries
      
Consolidated Statement of Cash Flows
      
(Dollars in millions)2018 2017 2016
Operating activities 
  
  
Net income$28,147
 $18,232
 $17,822
Adjustments to reconcile net income to net cash provided by operating activities: 
  
  
Provision for credit losses3,282
 3,396
 3,597
Gains on sales of debt securities(154) (255) (490)
Depreciation and premises improvements amortization1,525
 1,482
 1,511
Amortization of intangibles538
 621
 730
Net amortization of premium/discount on debt securities1,824
 2,251
 3,134
Deferred income taxes3,041
 8,175
 5,793
Stock-based compensation1,729
 1,649
 1,367
Loans held-for-sale:     
Originations and purchases(28,071) (43,506) (33,107)
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
28,972
 40,548
 32,588
Net change in:     
Trading and derivative instruments(23,673) (14,663) (2,635)
Other assets11,920
 (20,090) (14,103)
Accrued expenses and other liabilities13,010
 4,673
 (35)
Other operating activities, net(2,570) 7,351
 1,105
Net cash provided by operating activities39,520
 9,864
 17,277
Investing activities 
  
  
Net change in:     
Time deposits placed and other short-term investments3,659
 (1,292) (2,117)
Federal funds sold and securities borrowed or purchased under agreements to resell(48,384) (14,523) (5,742)
Debt securities carried at fair value:     
Proceeds from sales5,117
 73,353
 71,547
Proceeds from paydowns and maturities78,513
 93,874
 108,592
Purchases(76,640) (166,975) (189,061)
Held-to-maturity debt securities:     
Proceeds from paydowns and maturities18,789
 16,653
 18,677
Purchases(35,980) (25,088) (39,899)
Loans and leases:     
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
21,365
 11,996
 18,787
Purchases(4,629) (6,846) (12,283)
Other changes in loans and leases, net(31,292) (41,104) (31,194)
Other investing activities, net(1,986) 8,411
 408
Net cash used in investing activities(71,468) (51,541) (62,285)
Financing activities 
  
  
Net change in:     
Deposits71,931
 48,611
 63,675
Federal funds purchased and securities loaned or sold under agreements to repurchase10,070
 7,024
 (4,000)
Short-term borrowings(12,478) 8,538
 (4,014)
Long-term debt:     
Proceeds from issuance64,278
 53,486
 35,537
Retirement(53,046) (49,480) (51,623)
Preferred stock:     
Proceeds from issuance4,515
 
 2,947
Redemption(4,512) 
 
Common stock repurchased(20,094) (12,814) (5,112)
Cash dividends paid(6,895) (5,700) (4,194)
Other financing activities, net(651) (397) (63)
Net cash provided by financing activities53,118
 49,268
 33,153
Effect of exchange rate changes on cash and cash equivalents(1,200) 2,105
 240
Net increase (decrease) in cash and cash equivalents19,970
 9,696
 (11,615)
Cash and cash equivalents at January 1157,434
 147,738
 159,353
Cash and cash equivalents at December 31$177,404
 $157,434
 $147,738
Supplemental cash flow disclosures     
Interest paid$19,087
 $12,852
 $10,510
Income taxes paid, net2,470
 3,235
 1,043

See accompanying Notes to Consolidated Financial Statements.

91Bank of America 2018






Bank of America Corporation and Subsidiaries
Notes to Consolidated Financial Statements
NOTE 1 Summary of Significant Accounting Principles
Bank of America Corporation, a bank holding company and a financial holding company, provides a diverse range of financial services and products throughout the U.S. and in certain international markets. The term “the Corporation” as used herein may refer to Bank of America Corporation, individually, Bank of America Corporation and its subsidiaries, or certain of Bank of America Corporation’s subsidiaries or affiliates.
Principles of Consolidation and Basis of Presentation
The Consolidated Financial Statements include the accounts of the Corporation and its majority-owned subsidiaries and those variable interest entities (VIEs) where the Corporation is the primary beneficiary. Intercompany accounts and transactions have been eliminated. Results of operations of acquired companies are included from the dates of acquisition and for VIEs, from the dates that the Corporation became the primary beneficiary. Assets held in an agency or fiduciary capacity are not included in the Consolidated Financial Statements. The Corporation accounts for investments in companies for which it owns a voting interest and for which it has the ability to exercise significant influence over operating and financing decisions using the equity method of accounting. These investments are included in other assets. Equity method investments are subject to impairment testing, and the Corporation’s proportionate share of income or loss is included in other income.
The preparation of the Consolidated Financial Statements in conformity with accounting principles generally accepted in the United States of America (GAAP) requires management to make estimates and assumptions that affect reported amounts and disclosures. Realized results could materially differ from those estimates and assumptions. Certain prior-period amounts have been reclassified to conform to current-period presentation.
New Accounting Standards
Effective January 1, 2018, the Corporation adopted the following new accounting standards on a prospective basis.
Revenue Recognition The new accounting standard addresses the recognition of revenue from contracts with customers. For additional information, see Revenue Recognition Accounting Policies in this Note, and.
Hedge Accounting The new accounting standard simplifies and expands the ability to apply hedge accounting to certain risk management activities. For additional information,see .
Recognition and Measurement of Financial Assets and Liabilities The new accounting standard relates to the recognition and measurement of financial instruments, including equity investments. For additional information, see and .
Tax Effects in Accumulated Other Comprehensive Income The new accounting standard addresses certain tax effects stranded in accumulated other comprehensive income (OCI) related to the 2017 Tax Cuts and Job Act (the Tax Act).For additional information, see .
Effective January 1, 2018, the Corporation adopted the following new accounting standards on a retrospective basis, resulting in restatement of all prior periods presented in the Consolidated Statement of Income and the Consolidated Statement of Cash Flows. The changes in presentation are not material to the individual line items affected.
Presentation of Pension CostsThe new accounting standard requires separate presentation of the service cost component of pension expense from all other components of net pension benefit/cost in the Consolidated Statement of Income. As a result, the service cost component continues to be presented in personnel expense while other components of net pension benefit/cost (e.g., interest cost, actual return on plan assets, amortization of prior service cost) are now presented in other general operating expense. For additional information, see .
Classification of Cash Flows and Restricted CashThe new accounting standards address the classification of certain cash receipts and cash payments in the statement of cash flows as well as the presentation and disclosure of restricted cash. For more information on restricted cash, see .
Lease Accounting
On January 1, 2019, the Corporation adopted the new accounting standards that require lessees to recognize operating leases on the Consolidated Balance Sheet as right-of-use assets and lease liabilities based on the value of the discounted future lease payments. Lessor accounting is largely unchanged. Expanded disclosures about the nature and terms of lease agreements will be required prospectively. The Corporation elected to apply certain transition elections which allow for the continued application of the previous determination of whether a contract that existed at transition is or contains a lease, the associated lease classification, and the recognition of leases on January 1, 2019 through a cumulative-effect adjustment to retained earnings, with no adjustment to comparative prior periods presented. Upon adoption, the Corporation recognized right-of-use assets and lease liabilities of $9.7 billion. Adoption of the standard did not have a significant effect on the Corporation’s regulatory capital measures.
Accounting Standards Issued and Not Yet Adopted
Accounting for Financial Instruments -- Credit Losses
The Financial Accounting Standards Board issued a new accounting standard that will be effective for the Corporation on January 1, 2020. The standard replaces the existing measurement of the allowance for credit losses that is based on management’s best estimate of probable credit losses inherent in the Corporation’s lending activities with management’s best estimate of lifetime expected credit losses inherent in the Corporation’s financial assets that are recognized at amortized cost. The standard will also expand credit quality disclosures. While the standard changes the measurement of the allowance for credit losses, it does not change the Corporation’s credit risk of its lending portfolios. The credit loss estimation models and processes to be used in implementing the new standard have largely been designed and developed. The validation of the models and testing of controls are in process and expected to be completed during 2019. Currently, the impact of this new accounting standard may be an increase in the Corporation’s allowance for credit losses at the date of adoption which would have a resulting negative adjustment to retained earnings. The ultimate impact will be dependent on the characteristics of the

Bank of America 2018 92


Corporation’s portfolio at adoption date as well as the macroeconomic conditions and forecasts as of that date.
Significant Accounting Principles
Cash and Cash Equivalents
Cash and cash equivalents include cash on hand, cash items in the process of collection, cash segregated under federal and other brokerage regulations, and amounts due from correspondent banks, the Federal Reserve Bank and certain non-U.S. central banks. Certain cash balances are restricted as to withdrawal or usage by legal binding contractual agreements or regulatory requirements.
Securities Financing Agreements
Securities borrowed or purchased under agreements to resell and securities loaned or sold under agreements to repurchase (securities financing agreements) are treated as collateralized financing transactions except in instances where the transaction is required to be accounted for as individual sale and purchase transactions. Generally, these agreements are recorded at acquisition or sale price plus accrued interest, except for certain securities financing agreements that the Corporation accounts for under the fair value option. Changes in the fair value of securities financing agreements that are accounted for under the fair value option are recorded in trading account profits in the Consolidated Statement of Income.
The Corporation’s policy is to monitor the market value of the principal amount loaned under resale agreements and obtain collateral from or return collateral pledged to counterparties when appropriate. Securities financing agreements do not create material credit risk due to these collateral provisions; therefore, an allowance for loan losses is not necessary.
In transactions where the Corporation acts as the lender in a securities lending agreement and receives securities that can be pledged or sold as collateral, it recognizes an asset on the Consolidated Balance Sheet at fair value, representing the securities received, and a liability, representing the obligation to return those securities.
Collateral
The Corporation accepts securities and loans as collateral that it is permitted by contract or practice to sell or repledge. At December 31, 2018 and 2017, the fair value of this collateral was $599.0 billion and $561.9 billion, of which $508.6 billion and $476.1 billion were sold or repledged. The primary source of this collateral is securities borrowed or purchased under agreements to resell.
The Corporation also pledges company-owned securities and loans as collateral in transactions that include repurchase agreements, securities loaned, public and trust deposits, U.S. Treasury tax and loan notes, and short-term borrowings. This collateral, which in some cases can be sold or repledged by the counterparties to the transactions, is parenthetically disclosed on the Consolidated Balance Sheet.
In certain cases, the Corporation has transferred assets to consolidated VIEs where those restricted assets serve as collateral for the interests issued by the VIEs. These assets are included on the Consolidated Balance Sheet in Assets of Consolidated VIEs.
In addition, the Corporation obtains collateral in connection with its derivative contracts. Required collateral levels vary depending on the credit risk rating and the type of counterparty. Generally, the Corporation accepts collateral in the form of cash, U.S. Treasury securities and other marketable securities. Based on provisions contained in master netting agreements, the
Corporation nets cash collateral received against derivative assets. The Corporation also pledges collateral on its own derivative positions which can be applied against derivative liabilities.
Trading Instruments
Financial instruments utilized in trading activities are carried at fair value. Fair value is generally based on quoted market prices for the same or similar assets and liabilities. If these market prices are not available, fair values are estimated based on dealer quotes, pricing models, discounted cash flow methodologies, or similar techniques where the determination of fair value may require significant management judgment or estimation. Realized gains and losses are recorded on a trade-date basis. Realized and unrealized gains and losses are recognized in trading account profits.
Derivatives and Hedging Activities
Derivatives are entered into on behalf of customers, for trading or to support risk management activities. Derivatives used in risk management activities include derivatives that are both designated in qualifying accounting hedge relationships and derivatives used to hedge market risks in relationships that are not designated in qualifying accounting hedge relationships (referred to as other risk management activities). The Corporation manages interest rate and foreign currency exchange rate sensitivity predominantly through the use of derivatives. Derivatives utilized by the Corporation include swaps, futures and forward settlement contracts, and option contracts.
All derivatives are recorded on the Consolidated Balance Sheet at fair value, taking into consideration the effects of legally enforceable master netting agreements that allow the Corporation to settle positive and negative positions and offset cash collateral held with the same counterparty on a net basis. For exchange-traded contracts, fair value is based on quoted market prices in active or inactive markets or is derived from observable market- based pricing parameters, similar to those applied to over-the-counter (OTC) derivatives. For non-exchange traded contracts, fair value is based on dealer quotes, pricing models, discounted cash flow methodologies or similar techniques for which the determination of fair value may require significant management judgment or estimation.
Valuations of derivative assets and liabilities reflect the value of the instrument including counterparty credit risk. These values also take into account the Corporation’s own credit standing.
Trading Derivatives and Other Risk Management Activities
Derivatives held for trading purposes are included in derivative assets or derivative liabilities on the Consolidated Balance Sheet with changes in fair value included in trading account profits.
Derivatives used for other risk management activities are included in derivative assets or derivative liabilities. Derivatives used in other risk management activities have not been designated in qualifying accounting hedge relationships because they did not qualify or the risk that is being mitigated pertains to an item that is reported at fair value through earnings so that the effect of measuring the derivative instrument and the asset or liability to which the risk exposure pertains will offset in the Consolidated Statement of Income to the extent effective. The changes in the fair value of derivatives that serve to mitigate certain risks associated with mortgage servicing rights (MSRs), interest rate lock commitments (IRLCs) and first-lien mortgage loans held-for-sale (LHFS) that are originated by the Corporation are recorded in other income. Changes in the fair value of derivatives that serve to mitigate interest rate risk and foreign currency risk are included

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in other income. Credit derivatives are also used by the Corporation to mitigate the risk associated with various credit exposures. The changes in the fair value of these derivatives are included in other income.
Derivatives Used For Hedge Accounting Purposes (Accounting Hedges)
For accounting hedges, the Corporation formally documents at inception all relationships between hedging instruments and hedged items, as well as the risk management objectives and strategies for undertaking various accounting hedges. Additionally, the Corporation primarily uses regression analysis at the inception of a hedge and for each reporting period thereafter to assess whether the derivative used in an accounting hedge transaction is expected to be and has been highly effective in offsetting changes in the fair value or cash flows of a hedged item or forecasted transaction. The Corporation discontinues hedge accounting when it is determined that a derivative is not expected to be or has ceased to be highly effective as a hedge, and then reflects changes in fair value of the derivative in earnings after termination of the hedge relationship.
Fair value hedges are used to protect against changes in the fair value of the Corporation’s assets and liabilities that are attributable to interest rate or foreign exchange volatility. Changes in the fair value of derivatives designated as fair value hedges are recorded in earnings, together and in the same income statement line item with changes in the fair value of the related hedged item. If a derivative instrument in a fair value hedge is terminated or the hedge designation removed, the previous adjustments to the carrying value of the hedged asset or liability are subsequently accounted for in the same manner as other components of the carrying value of that asset or liability. For interest-earning assets and interest-bearing liabilities, such adjustments are amortized to earnings over the remaining life of the respective asset or liability.
Cash flow hedges are used primarily to minimize the variability in cash flows of assets and liabilities or forecasted transactions caused by interest rate or foreign exchange rate fluctuations. Changes in the fair value of derivatives used in cash flow hedges are recorded in accumulated OCI and are reclassified into the line item in the income statement in which the hedged item is recorded in the same period the hedged item affects earnings. Components of a derivative that are excluded in assessing hedge effectiveness are recorded in the same income statement line item as the hedged item.
Net investment hedges are used to manage the foreign exchange rate sensitivity arising from a net investment in a foreign operation. Changes in the spot prices of derivatives that are designated as net investment hedges of foreign operations are recorded as a component of accumulated OCI. The remaining components of these derivatives are excluded in assessing hedge effectiveness and are recorded in other income.
Securities
Debt securities are reported on the Consolidated Balance Sheet at their trade date. Their classification is dependent on the purpose for which the securities were acquired. Debt securities purchased for use in the Corporation’s trading activities are reported in trading account assets at fair value with unrealized gains and losses included in trading account profits. Substantially all other debt securities purchased are used in the Corporation’s asset and liability management (ALM) activities and are reported on the Consolidated Balance Sheet as either debt securities carried at fair value or as held-to-maturity (HTM) debt securities. Debt securities carried at fair value are either available-for-sale (AFS)
securities with unrealized gains and losses net-of-tax included in accumulated OCI or carried at fair value with unrealized gains and losses reported in other income. HTM debt securities, which are certain debt securities that management has the intent and ability to hold to maturity, are reported at amortized cost.
The Corporation regularly evaluates each AFS and HTM debt security where the value has declined below amortized cost to assess whether the decline in fair value is other than temporary. In determining whether an impairment is other than temporary, the Corporation considers the severity and duration of the decline in fair value, the length of time expected for recovery, the financial condition of the issuer, and other qualitative factors, as well as whether the Corporation either plans to sell the security or it is more likely than not that it will be required to sell the security before recovery of the amortized cost. For AFS debt securities the Corporation intends to hold, an analysis is performed to determine how much of the decline in fair value is related to the issuer’s credit and how much is related to market factors (e.g., interest rates). If any of the decline in fair value is due to credit, an other-than-temporary impairment (OTTI) loss is recognized in the Consolidated Statement of Income for that amount. If any of the decline in fair value is related to market factors, that amount is recognized in accumulated OCI. In certain instances, the credit loss may exceed the total decline in fair value, in which case, the difference is due to market factors and is recognized as an unrealized gain in accumulated OCI. If the Corporation intends to sell or believes it is more likely than not that it will be required to sell the debt security, it is written down to fair value as an OTTI loss.
Interest on debt securities, including amortization of premiums and accretion of discounts, is included in interest income. Premiums and discounts are amortized or accreted to interest income at a constant effective yield over the contractual lives of the securities. Realized gains and losses from the sales of debt securities are determined using the specific identification method.
Equity securities with readily determinable fair values that are not held for trading purposes are carried at fair value with unrealized gains and losses included in other income. Equity securities that do not have readily determinable fair values are held at cost and evaluated for impairment. These securities are reported in other assets or time deposits placed and other short-term investments.
Loans and Leases
Loans, with the exception of loans accounted for under the fair value option, are measured at historical cost and reported at their outstanding principal balances net of any unearned income, charge-offs, unamortized deferred fees and costs on originated loans, and for purchased loans, net of any unamortized premiums or discounts. Loan origination fees and certain direct origination costs are deferred and recognized as adjustments to interest income over the lives of the related loans. Unearned income, discounts and premiums are amortized to interest income using a level yield methodology. The Corporation elects to account for certain consumer and commercial loans under the fair value option with changes in fair value reported in other income.
Under applicable accounting guidance, for reporting purposes, the loan and lease portfolio is categorized by portfolio segment and, within each portfolio segment, by class of financing receivables. A portfolio segment is defined as the level at which an entity develops and documents a systematic methodology to determine the allowance for credit losses, and a class of financing receivables is defined as the level of disaggregation of portfolio segments based on the initial measurement attribute, risk

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characteristics and methods for assessing risk. The Corporation’s three portfolio segments are Consumer Real Estate, Credit Card and Other Consumer, and Commercial. The classes within the Consumer Real Estate portfolio segment are residential mortgage and home equity. The classes within the Credit Card and Other Consumer portfolio segment are U.S. credit card, direct/indirect consumer and other consumer. The classes within the Commercial portfolio segment are U.S. commercial, non-U.S. commercial, commercial real estate, commercial lease financing and U.S. small business commercial.
Purchased Credit-impaired Loans
At acquisition, purchased credit-impaired (PCI) loans are recorded at fair value with no allowance for credit losses, and accounted for individually or aggregated in pools based on similar risk characteristics. The expected cash flows in excess of the amount paid for the loans is referred to as the accretable yield and is recorded as interest income over the remaining estimated life of the loan or pool of loans. The excess of the contractual principal and interest over the expected cash flows of the PCI loans is referred to as the nonaccretable difference. If, upon subsequent valuation, the Corporation determines it is probable that the present value of the expected cash flows has decreased, a charge to the provision for credit losses is recorded. If it is probable that there is a significant increase in the present value of expected cash flows, the allowance for credit losses is reduced or, if there is no remaining allowance for credit losses related to these PCI loans, the accretable yield is increased through a reclassification from nonaccretable difference, resulting in a prospective increase in interest income. Reclassifications to or from nonaccretable difference can also occur for changes in the estimated lives of the PCI loans. If a loan within a PCI pool is sold, foreclosed, forgiven or the expectation of any future proceeds is remote, the loan is removed from the pool at its proportional carrying value. If the loan’s recovery value is less than its carrying value, the difference is first applied against the PCI pool’s nonaccretable difference and then against the allowance for credit losses.
Leases
The Corporation provides equipment financing to its customers through a variety of lease arrangements. Direct financing leases are carried at the aggregate of lease payments receivable plus estimated residual value of the leased property less unearned income. Leveraged leases, which are a form of financing leases, are reported net of non-recourse debt. Unearned income on leveraged and direct financing leases is accreted to interest income over the lease terms using methods that approximate the interest method.
Allowance for Credit Losses
The allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, represents management’s estimate of probable incurred credit losses inherent in the Corporation’s lending activitiesloan and lease portfolio excluding loans and unfunded lending commitments accounted for under the fair value option. The allowance for credit losses includes both quantitative and qualitative components. The qualitative component has a higher degree of management subjectivity, and includes factors such as concentrations, economic conditions and other considerations. The allowance for loan and lease losses represents the estimated probable credit losses on funded consumer and commercial loans and leases while the reserve for unfunded lending commitments, including standby letters of credit
(SBLCs) and binding unfunded loan commitments, represents estimated probable credit losses ono
n these unfunded credit instruments based on utilization assumptions. Lending-related credit exposures deemed to be uncollectible, excluding loans carried at fair value, are charged off against these accounts. Write-offs on PCI loans on which there is a valuation allowance are recorded against the valuation allowance. For more information, see Purchased Credit-impaired Loans in this Note.
The Corporation performs periodic and systematic detailed reviews of its lending portfolios to identify credit risks and to assess the overall collectability of those portfolios. The allowance on certain homogeneous consumer loan portfolios, which generally consist of consumer real estate loans within the Consumer Real Estate portfolio segment and credit card loans within the Credit Card and Other Consumer portfolio segment, is based on aggregated portfolio segment evaluations generally by product type. Loss forecast models are utilized for these portfolios which consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, bankruptcies, economic conditions, credit scores and the amount of loss in the event of default.
For consumer loans secured by residential real estate, using statistical modeling methodologies, the Corporation estimates the number of loans that will default based on the individual loan attributes aggregated into pools of homogeneous loans with similar attributes. The attributes that are most significant to the probability of default and are used to estimate defaults include refreshed LTVloan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination (referred to as vintage) and geography, all of which are further broken down by present collection status (whether the loan is current, delinquent, in default or in bankruptcy). The severity or loss given default is estimated based on the refreshed LTV for firstfirst-lien mortgages or CLTV for subordinated liens. The estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect an assessment of environmental factors not yet reflected in the historical data underlying the loss estimates, such as changes in real estate values, local and national economies, underwriting standards and the regulatory environment. The probability of default models also incorporate recent experience with modification programs including re-defaults subsequent to modification, a loan’s default history prior to modification and the change in borrower payments post-modification. On home equity loans where the Corporation holds only a second-lien position and foreclosure is not the best alternative, the loss severity is estimated at 100 percent.
The allowance on certain commercial loans (except business card and certain small business loans) is calculated using loss rates delineated by risk rating and product type. Factors considered when assessing loss rates include the value of the underlying collateral, if applicable, the industry of the obligor, and the obligor’s liquidity and other financial indicators along with certain qualitative factors. These statistical models are updated regularly for changes in economic and business conditions. Included in the analysis of consumer and commercial loan portfolios are reservesqualitative estimates which are maintained to cover uncertainties that affect the Corporation’s estimate of probable losses including domestic and global economic uncertainty and large single-name defaults.


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For individually impaired loans, which include nonperforming commercial loans as well as consumer and commercial loans and leases modified in a troubled debt restructuring (TDR), management measures impairment primarily based on the present value of payments expected to be received, discounted at the loans’ original effective contractual interest rates. Credit card loans are discounted at the portfolio average contractual annual percentage rate, excluding promotionally priced loans, in effect prior to restructuring. Impaired loans and TDRs may also be

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measured based on observable market prices, or for loans that are solely dependent on the collateral for repayment, the estimated fair value of the collateral less costs to sell. If the recorded investment in impaired loans exceeds this amount, a specific allowance is established as a componentpart of the allowance for loan and lease losses unless these are secured consumer loans that are solely dependent on the collateral for repayment, in which case the amount that exceeds the fair value of the collateral is charged off.
Generally, the Corporation initially estimates the fair value of the collateral securing these consumer real estate-secured loans using an automated valuation model (AVM). An AVM is a tool that estimates the value of a property by reference to market data including sales of comparable properties and price trends specific to the Metropolitan Statistical Area in which the property being valued is located. In the event that an AVM value is not available, the Corporation utilizes publicized indices or if these methods provide less reliable valuations, the Corporation uses appraisals or broker price opinions to estimate the fair value of the collateral. While there is inherent imprecision in these valuations, the Corporation believes that they are representative of the portfolio in the aggregate.
In addition to the allowance for loan and lease losses, the Corporation also estimates probable losses related to unfunded lending commitments, such as letters of credit, financial guarantees and binding unfunded loan commitments. Unfunded lending commitments are subject to individual reviews and are analyzed and segregated by risk according to the Corporation’s internal risk rating scale. These risk classifications, in conjunction with an analysis of historical loss experience, utilization assumptions, current economic conditions, performance trends within the portfolio and any other pertinent information, result in the estimation of the reserve for unfunded lending commitments.
The allowance for credit losses related to the loan and lease portfolio is reported separately on the Consolidated Balance Sheet whereas the reserve for unfunded lending commitments is reported on the Consolidated Balance Sheet in accrued expenses and other liabilities. The provision for credit losses related to the loan and lease portfolio and unfunded lending commitments is reported in the Consolidated Statement of Income.
Nonperforming Loans and Leases, Charge-offs and Delinquencies
Nonperforming loans and leases generally include loans and leases that have been placed on nonaccrual status. Loans accounted for under the fair value option, PCI loans and LHFS are not reported as nonperforming.
In accordance with the Corporation’s policies, consumer real estate-secured loans, including residential mortgages and home equity loans, are generally placed on nonaccrual status and classified as nonperforming at 90 days past due unless repayment of the loan is insured by the Federal Housing Administration (FHA) or through individually insured long-term standby agreements with Fannie Mae (FNMA) or Freddie Mac (FHLMC) (the fully-insured
portfolio). Residential mortgage loans in the fully-insured portfolio are not placed on nonaccrual status and, therefore, are not reported as nonperforming. Junior-lien home equity loans are placed on nonaccrual status and classified as nonperforming when the underlying first-lien mortgage loan becomes 90 days past due even if the junior-lien loan is current. The outstanding balance of real estate-secured loans that is in excess of the estimated property value less costs to sell is charged off no later than the end of the month in which the loan becomes 180 days past due unless the loan is fully insured, or for loans in bankruptcy, within
60 days of receipt of notification of filing, with the remaining balance classified as nonperforming.
Consumer loans secured by personal property, credit card loans and other unsecured consumer loans are not placed on nonaccrual status prior to charge-off and, therefore, are not reported as nonperforming loans, except for certain secured consumer loans, including those that have been modified in a TDR. Personal property-secured loans (including auto loans) are charged off to collateral value no later than the end of the month in which the account becomes 120 days past due, or upon repossession of an auto or, for loans in bankruptcy, within 60 days of receipt of notification of filing. Credit card and other unsecured customer loans are charged off no later than the end of the month in which the account becomes 180 days past due, or within 60 days after receipt of notification of death or bankruptcy, or upon confirmation of fraud.
Commercial loans and leases, excluding business card loans, that are past due 90 days or more as to principal or interest, or where reasonable doubt exists as to timely collection, including loans that are individually identified as being impaired, are generally placed on nonaccrual status and classified as nonperforming unless well-secured and in the process of collection.
Business card loans are charged off no later thanin the end of the month in which the account becomes 180 days past due or 60 days after receipt of notification of death or bankruptcy.same manner as consumer credit card loans. These loans are not placed on nonaccrual status prior to charge-off and, therefore, are not reported as nonperforming loans. Other commercial loans and leases are generally charged off when all or a portion of the principal amount is determined to be uncollectible.
The entire balance of a consumer loan or commercial loan or lease is contractually delinquent if the minimum payment is not received by the specified due date on the customer’s billing statement. Interest and fees continue to accrue on past due loans and leases until the date the loan is placed on nonaccrual status, if applicable. Accrued interest receivable is reversed when loans and leases are placed on nonaccrual status. Interest collections on nonaccruing loans and leases for which the ultimate collectability of principal is uncertain are applied as principal reductions; otherwise, such collections are credited to income when received. Loans and leases may be restored to accrual status when all principal and interest is current and full repayment of the remaining contractual principal and interest is expected.
PCI loans are recorded at fair value at the acquisition date. Although the PCI loans may be contractually delinquent, the Corporation does not classify these loans as nonperforming as the loans were written down to fair value at the acquisition date and the accretable yield is recognized in interest income over the remaining life of the loan. In addition, reported net charge-offs exclude write-offs on PCI loans as the fair value already considers the estimated credit losses.


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Troubled Debt Restructurings
Consumer and commercial loans and leases whose contractual terms have been restructured in a manner that grants a concession to a borrower experiencing financial difficulties are classified as TDRs. Concessions could include a reduction in the interest rate to a rate that is below market on the loan, payment extensions, forgiveness of principal, forbearance or other actions designed to maximize collections. Loans that are carried at fair value, LHFS and PCI loans are not classified as TDRs.
Loans and leases whose contractual terms have been modified in a TDR and are current at the time of restructuring may remain on accrual status if there is demonstrated performance prior to the restructuring and payment in full under the restructured terms

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is expected. Otherwise, the loans are placed on nonaccrual status and reported as nonperforming, except for fully-insured consumer real estate loans, until there is sustained repayment performance for a reasonable period, generally six months. If accruing TDRs cease to perform in accordance with their modified contractual terms, they are placed on nonaccrual status and reported as nonperforming TDRs.
Secured consumer loans that have been discharged in Chapter 7 bankruptcy and have not been reaffirmed by the borrower are classified as TDRs at the time of discharge. Such loans are placed on nonaccrual status and written down to the estimated collateral value less costs to sell no later than at the time of discharge. If these loans are contractually current, interest collections are generally recorded in interest income on a cash basis. Consumer real estate-secured loans for which a binding offer to restructure has been extended are also classified as TDRs. Credit card and other unsecured consumer loans that have been renegotiated in a TDR generally remain on accrual status until the loan is either paid in full or charged off, which occurs no later than the end of the month in which the loan becomes 180 days past due or, for loans that have been placed on a fixed payment plan, 120 days past due.
A loan that had previously been modified in a TDR and is subsequently refinanced under current underwriting standards at a market rate with no concessionary terms is accounted for as a new loan and is no longer reported as a TDR.
Loans Held-for-sale
Loans that are intended to be sold in the foreseeable future, including residential mortgages, loan syndications, and to a lesser degree, commercial real estate, consumer finance and other loans, are reported as LHFS and are carried at the lower of aggregate cost or fair value. The Corporation accounts for certain LHFS, including residential mortgage LHFS, under the fair value option. Loan origination costs related to LHFS that the Corporation accounts for under the fair value option are recognized in noninterest expense when incurred. Loan origination costs for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and recognized as a reduction of noninterest income upon the sale of such loans. LHFS that are on nonaccrual status and are reported as nonperforming, as defined in the policy herein, are reported separately from nonperforming loans and leases.
Premises and Equipment
Premises and equipment are carried at cost less accumulated depreciation and amortization. Depreciation and amortization are recognized using the straight-line method over the estimated useful lives of the assets. Estimated lives range up to 40 years for buildings, up to 12 years for furniture and equipment, and the
shorter of lease term or estimated useful life for leasehold improvements.
Goodwill and Intangible Assets
Goodwill is the purchase premium after adjusting for the fair value of net assets acquired. Goodwill is not amortized but is reviewed for potential impairment on an annual basis, or when events or circumstances indicate a potential impairment, at the reporting unit level. A reporting unit is a business segment or one level below a business segment.
The Corporation comparesassesses the fair value of each reporting unit withagainst its carrying value, including goodwill, as measured by allocated equity. For purposes of goodwill impairment testing, the Corporation utilizes allocated equity as a proxy for the carrying value of its reporting units. Allocated equity in the reporting units
is comprised of allocated capital plus capital for the portion of goodwill and intangibles specifically assigned to the reporting unit.
In performing its goodwill impairment testing, the Corporation first assesses qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying value. Qualitative factors include, among other things, macroeconomic conditions, industry and market considerations, financial performance of the respective reporting unit and other relevant entity- and reporting-unit specific considerations.
If the Corporation concludes it is more likely than not that the fair value of a reporting unit is less than its carrying value, a quantitative assessment is performed. If the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit is considered not impaired; however, if the carrying value of the reporting unit exceeds its fair value, an additional step must beis performed to measure potential impairment.
This step involves calculating an implied fair value of goodwill which is the excess of the fair value of the reporting unit, as determined in the first step, over the aggregate fair values of the assets, liabilities and identifiable intangibles as if the reporting unit was being acquired in a business combination. If the implied fair value of goodwill exceeds the goodwill assigned to the reporting unit, there is no impairment. If the goodwill assigned to a reporting unit exceeds the implied fair value of goodwill, an impairment charge is recorded for the excess. An impairment loss recognized cannot exceed the amount of goodwill assigned to a reporting unit. An impairment loss establishes a new basis in the goodwill, and subsequent reversals of goodwill impairment losses are not permitted under applicable accounting guidance.
For intangible assets subject to amortization, an impairment loss is recognized if the carrying value of the intangible asset is not recoverable and exceeds fair value. The carrying value of the intangible asset is considered not recoverable if it exceeds the sum of the undiscounted cash flows expected to result from the use of the asset. Intangible assets deemed to have indefinite useful lives are not subject to amortization. An impairment loss is recognized if the carrying value of the intangible asset with an indefinite life exceeds its fair value.
Variable Interest Entities
A VIE is an entity that lacks equity investors or whose equity investors do not have a controlling financial interest in the entity through their equity investments. The Corporation consolidates a VIE if it has both the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and an obligation to absorb losses or the right to receive benefits that could potentially be significant to the VIE. On a quarterly basis, the Corporation reassesses its involvement with the VIE and evaluates the impact of changes in governing documents and its financial interests in the VIE. The consolidation status of the VIEs with which the Corporation is involved may change as a result of such reassessments.
The Corporation primarily uses VIEs for its securitization activities, in which the Corporation transfers whole loans or debt securities into a trust or other vehicle. When the Corporation is the servicer of whole loans held in a securitization trust, including non-agency residential mortgages, home equity loans, credit cards, and other loans, the Corporation has the power to direct the most significant activities of the trust. The Corporation generally does

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not have the power to direct the most significant activities of a residential mortgage agency trust except in certain circumstances in which the Corporation holds substantially all of the issued securities and has the unilateral right to liquidate the trust. The power to direct the most significant activities of a commercial

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mortgage securitization trust is typically held by the special servicer or by the party holding specific subordinate securities which embody certain controlling rights. The Corporation consolidates a whole-loan securitization trust if it has the power to direct the most significant activities and also holds securities issued by the trust or has other contractual arrangements, other than standard representations and warranties, that could potentially be significant to the trust.
The Corporation may also transfer trading account securities and AFS securities into municipal bond or resecuritization trusts. The Corporation consolidates a municipal bond or resecuritization trust if it has control over the ongoing activities of the trust such as the remarketing of the trust’s liabilities or, if there are no ongoing activities, sole discretion over the design of the trust, including the identification of securities to be transferred in and the structure of securities to be issued, and also retains securities or has liquidity or other commitments that could potentially be significant to the trust. The Corporation does not consolidate a municipal bond or resecuritization trust if one or a limited number of third-party investors share responsibility for the design of the trust or have control over the significant activities of the trust through liquidation or other substantive rights.
Other VIEs used by the Corporation include collateralized debt obligations (CDOs), investment vehicles created on behalf of customers and other investment vehicles. The Corporation does not routinely serve as collateral manager for CDOs and, therefore, does not typically have the power to direct the activities that most significantly impact the economic performance of a CDO. However, following an event of default, if the Corporation is a majority holder of senior securities issued by a CDO and acquires the power to manage its assets, the Corporation consolidates the CDO.
The Corporation consolidates a customer or other investment vehicle if it has control over the initial design of the vehicle or manages the assets in the vehicle and also absorbs potentially significant gains or losses through an investment in the vehicle, derivative contracts or other arrangements. The Corporation does not consolidate an investment vehicle if a single investor controlled the initial design of the vehicle or manages the assets in the vehicles or if the Corporation does not have a variable interest that could potentially be significant to the vehicle.
Retained interests in securitized assets are initially recorded at fair value. In addition, the Corporation may invest in debt securities issued by unconsolidated VIEs. Fair values of these debt securities, which are classified as trading account assets, debt securities carried at fair value or HTM securities, are based primarily on quoted market prices in active or inactive markets. Generally, quoted market prices for retained residual interests are not available; therefore, the Corporation estimates fair values based on the present value of the associated expected future cash flows.
Fair Value
The Corporation measures the fair values of its assets and liabilities, where applicable, in accordance with accounting guidance that requires an entity to base fair value on exit price. Under this guidance, an entity is required to maximize the use of observable inputs and minimize the use of unobservable inputs in measuring fair value. A hierarchy is established which categorizes fair value measurements into three levels based on
the inputs to the valuation technique with the highest priority given to unadjusted quoted prices in active markets and the lowest priority given to unobservable inputs. The Corporation categorizes its fair value measurements of financial instruments based on this three-level hierarchy.
Level 1Unadjusted quoted prices in active markets for identical assets or liabilities. Level 1 assets and liabilities include debt and equity securities and derivative contracts that are traded in an active exchange market, as well as certain U.S. Treasury securities that are highly liquid and are actively traded in OTC markets.
Level 2Observable inputs other than Level 1 prices, such as quoted prices for similar assets or liabilities, quoted prices in markets that are not active, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities. Level 2 assets and liabilities include debt securities with quoted prices that are traded less frequently than exchange-traded instruments and derivative contracts where fair value is determined using a pricing model with inputs that are observable in the market or can be derived principally from or corroborated by observable market data. This category generally includes U.S. government and agency mortgage-backed (MBS) and asset-backed securities (ABS), corporate debt securities, derivative contracts, certain loans and LHFS.
Level 3Unobservable inputs that are supported by little or no market activity and that are significant to the overall fair value of the assets or liabilities. Level 3 assets and liabilities include financial instruments for which the determination of fair value requires significant management judgment or estimation. The fair value for such assets and liabilities is generally determined using pricing models, discounted cash flow methodologies or similar techniques that incorporate the assumptions a market participant would use in pricing the asset or liability. This category generally includes retained residual interests in securitizations, consumer MSRs, certain ABS, highly structured, complex or long-dated derivative contracts, certain loans and LHFS, IRLCs and certain CDOs where independent pricing information cannot be obtained for a significant portion of the underlying assets.
Income Taxes
There are two components of income tax expense: current and deferred. Current income tax expense reflects taxes to be paid or refunded for the current period. Deferred income tax expense results from changes in deferred tax assets and liabilities between periods. These gross deferred tax assets and liabilities represent decreases or increases in taxes expected to be paid in the future because of future reversals of temporary differences in the bases of assets and liabilities as measured by tax laws and their bases as reported in the financial statements. Deferred tax assets are also recognized for tax attributes such as net operating loss carryforwards and tax credit carryforwards. Valuation allowances are recorded to reduce deferred tax assets to the amounts management concludes are more-likely-than-notmore likely than not to be realized.
Income tax benefits are recognized and measured based upon a two-step model: first, a tax position must be more-likely-than-notmore likely than not to be sustained based solely on its technical merits in order to be recognized, and second, the benefit is measured as the largest dollar amount of that position that is more-likely-than-notmore likely than not to be sustained upon settlement. The difference between the benefit

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recognized and the tax benefit claimed on a tax return is referred to as an unrecognized tax benefit. The Corporation records income tax-related interest and penalties, if applicable, within income tax expense.

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Revenue Recognition
Revenue is recorded when earned, which is generally over the period services are provided and no contingencies exist. The following summarizes the Corporation’s revenue recognition accounting policies as they relate tofor certain noninterest income line items in the Consolidated Statement of Income.activities.
Card Income
Card income includes annual, late and over-limit fees as well as fees earned from interchange, cash advances and other miscellaneous transactions and is presented net of direct costs. Interchange fees are recognized upon settlement of the credit and debit card payment transactions and are generally determined on a percentage basis for credit cards and fixed rates for debit cards based on the corresponding payment network’s rates. Substantially all card fees are recognized at the transaction date, except for certain time-based fees such as interchange, cash advance, annual late, over-limit and other miscellaneous fees. Uncollected fees, which are included in customer card receivables balances with an amount recordedrecognized over 12 months. Fees charged to cardholders that are estimated to be uncollectible are reserved in the allowance for loan and lease losseslosses. Included in direct cost are rewards and credit card partner payments. Rewards paid to cardholders are related to points earned by the cardholder that can be redeemed for a broad range of rewards including cash, travel and gift cards. The points to be redeemed are estimated uncollectiblebased on past redemption behavior, card receivables. Uncollected feesproduct type, account transaction activity and other historical card performance. The liability is reduced as the points are written off when aredeemed. The Corporation also makes payments to credit card receivable reaches 180 days past due.partners. The payments are based on revenue-sharing agreements that are generally driven by cardholder transactions and partner sales volumes. As part of the revenue-sharing agreements, the credit card partner provides the Corporation exclusive rights to market to the credit card partner’s members or customers on behalf of the Corporation.
Service Charges
Service charges include deposit and lending-related fees. Deposit-related fees consist of fees earned on consumer and commercial
deposit activities and are generally recognized when the transactions occur or as the service is performed. Consumer fees are earned on consumer deposit accounts for account maintenance and various transaction-based services, such as ATM transactions, wire transfer activities, check and money order processing and insufficient funds, overdraftsfunds/overdraft transactions. Commercial deposit-related fees are from the Corporation’s Global Transaction Services business and consist of commercial deposit and treasury management services, including account maintenance and other bankingservices, such as payroll, sweep account and other cash management services. UncollectedLending-related fees are included in outstandinggenerally represent transactional fees earned from certain loan balances with an amount recorded for estimated uncollectible service fees receivable. Uncollected fees are written off when a fee receivable reaches 60 days past due.commitments, financial guarantees and SBLCs.
Investment and Brokerage Services
Investment and brokerage services revenue consists primarilyconsist of asset management fees and brokerage income.fees. Asset management fees consist primarilyare earned from the management of client assets under advisory agreements or the full discretion of the Corporation’s financial advisors (collectively referred to as assets under management (AUM)). Asset management fees are earned as a percentage of the client’s AUM and generally range from 50 basis points (bps) to 150 bps of the AUM. In cases where a third party is used to obtain a client’s investment allocation, the fee remitted to the third party is recorded net and is not reflected in the transaction price, as the Corporation is an agent for those services.
Brokerage fees include income earned from transaction-based services that are performed as part of investment management and trust services and are generally based on the dollar amounta fixed price per unit or as a percentage of the assets being managed.total transaction amount. Brokerage income generally includesfees also include distribution fees and sales commissions that are primarily in the
Global Wealth & Investment Management (GWIM) segment and are earned over time. In addition, primarily in the Global Markets segment, brokerage fees are earned onwhen the sale ofCorporation fills customer orders to buy or sell various financial products.products or when it acknowledges, affirms, settles and clears transactions and/or submits trade information to the appropriate clearing broker. Certain customers pay brokerage, clearing and/or exchange fees imposed by relevant regulatory bodies or exchanges in order to execute or clear trades. These fees are recorded net and are not reflected in the transaction price, as the Corporation is an agent for those services.
Investment Banking Income
Investment banking income includes underwriting income and financial advisory services income. Underwriting consists primarily of advisoryfees earned for the placement of a customer’s debt or equity securities. The revenue is generally earned based on a percentage of the fixed number of shares or principal placed. Once the number of shares or notes is determined and the service is completed, the underwriting fees which are recognized. The Corporation incurs certain out-of-pocket expenses, such as legal costs, in performing these services. These expenses are recovered through the revenue the Corporation earns from the customer and are included in operating expenses. Syndication fees represent fees earned as the agent or lead lender responsible for structuring, arranging and administering a loan syndication.
Financial advisory services consist of fees earned for assisting customers with transactions related to mergers and acquisitions and financial restructurings. Revenue varies depending on the size and number of services performed for each contract and is generally contingent on successful execution of the transaction. Revenue is typically recognized netonce the transaction is completed and all services have been rendered. Additionally, the Corporation may earn a fixed fee in merger and acquisition transactions to provide a fairness opinion, with the fees recognized when the opinion is delivered to the customer.
Other Revenue Measurement and Recognition Policies
The Corporation did not disclose the value of any direct expenses. Non-reimbursed expenses are recordedopen performance obligations at December 31, 2018, as noninterest expense.its contracts with customers generally have a fixed term that is less than one year, an open term with a cancellation period that is less than one year, or provisions that allow the Corporation to recognize revenue at the amount it has the right to invoice.
Earnings Per Common Share
Earnings per common share (EPS) is computed by dividing net income allocated to common shareholders by the weighted-average common shares outstanding, excluding unvested common shares subject to repurchase or cancellation. Net income allocated to common shareholders is net income adjusted for preferred stock dividends including dividends declared, accretion of discounts on preferred stock including accelerated accretion when preferred stock is repaid early, and cumulative dividends related to the current dividend period that have not been declared as of period end, less income allocated to participating securities (see below for more information).securities. Diluted EPS is computed by dividing income allocated to common shareholders plus dividends on
dilutive convertible preferred stock and preferred stock that can be tendered to exercise warrants, by the weighted-average common shares outstanding plus amounts representing the dilutive effect of stock options outstanding, restricted stock, restricted stock units (RSUs), outstanding warrants and the dilution resulting from the conversion of convertible preferred stock, if applicable.

99Bank of America 2018






Foreign Currency Translation
Assets, liabilities and operations of foreign branches and subsidiaries are recorded based on the functional currency of each entity. When the functional currency of a foreign operation is the local currency, the assets, liabilities and operations are translated, for consolidation purposes, from the local currency to the U.S. dollar reporting currency at period-end rates for assets and
liabilities and generally at average rates for results of operations. The resulting unrealized gains and losses are reported as a component of accumulated OCI, net-of-tax. When the foreign entity’s functional currency is the U.S. dollar, the resulting remeasurement gains or losses on foreign currency-denominated assets or liabilities are included in earnings.
Credit Card and Deposit Arrangements
Endorsing Organization Agreements
NOTE 2Noninterest Income
The Corporation contracts with other organizations to obtain their endorsement oftable below presents the Corporation’s loannoninterest income disaggregated by revenue source for 2018, 2017 and deposit products. This endorsement may provide to the Corporation exclusive rights to market to the organization’s members or to customers on behalf2016. For more information, see Note 1 – Summary of the Corporation. These organizations endorse the Corporation’s loanSignificant Accounting Principles. For a disaggregation of noninterest income by business segment and deposit products and provide the Corporation with their mailing lists and marketing activities. These agreements generally have terms that range five or more years. The Corporation typically pays royalties in exchange for the endorsement. Compensation costs related to the credit card agreements are recorded as contra-revenue in card income.All Other, see Note 23 – Business Segment Information.
Cardholder Reward Agreements
The Corporation offers reward programs that allow its cardholders to earn points that can be redeemed for a broad range of rewards including cash, travel and gift cards. The Corporation establishes a rewards liability based upon the points earned that are expected to be redeemed and the average cost per point redeemed. The points to be redeemed are estimated based on past redemption behavior, card product type, account transaction activity and other historical card performance. The liability is reduced as the points are redeemed. The estimated cost of the rewards programs is recorded as contra-revenue in card income.

      
(Dollars in millions)2018 2017 2016
Card income     
Interchange fees (1)
$4,093
 $3,942
 $3,960
Other card income1,958
 1,960
 1,891
Total card income6,051
 5,902
 5,851
Service charges     
Deposit-related fees6,667
 6,708
 6,545
Lending-related fees1,100
 1,110
 1,093
Total service charges7,767
 7,818
 7,638
Investment and brokerage services     
Asset management fees10,189
 9,310
 8,328
Brokerage fees3,971
 4,526
 5,021
Total investment and brokerage services14,160
 13,836
 13,349
Investment banking income     
Underwriting income2,722
 2,821
 2,585
Syndication fees1,347
 1,499
 1,388
Financial advisory services1,258
 1,691
 1,268
Total investment banking income5,327
 6,011
 5,241
Trading account profits8,540
 7,277
 6,902
Other income1,970
 1,841
 3,624
Total noninterest income$43,815
 $42,685
 $42,605
(1)
During 2018, 2017 and 2016, gross interchange fees were $9.5 billion, $8.8 billion and $8.2 billion and are presented net of $5.4 billion, $4.8 billion and $4.2 billion, respectively, of expenses for rewards and partner payments.



  
Bank of America 20171122018 100



NOTE Derivatives
Derivative Balances
Derivatives are entered into on behalf of customers, for trading or to support risk management activities. Derivatives used in risk management activities include derivatives that may or may not be designated in qualifying hedge accounting relationships. Derivatives that are not designated in qualifying hedge accounting relationships are referred to as other risk management derivatives. For more information on the Corporation’s derivatives and hedging
 
activities, see Note 1 – Summary of Significant Accounting Principles. Principles. The following tables present derivative instruments included on the Consolidated Balance Sheet in derivative assets and liabilities at December 31, 20172018 and 2016.2017. Balances are presented on a gross basis, prior to the application of counterparty and cash collateral netting. Total derivative assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements and have been reduced by the cash collateral received or paid.
                          
  December 31, 2017  December 31, 2018
  Gross Derivative Assets Gross Derivative Liabilities  Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
 
  
  
  
  
  
  
Swaps (2)
$15,416.4
 $175.1
 $2.9
 $178.0
 $172.5
 $1.7
 $174.2
Futures and forwards (2)
4,332.4
 0.5
 
 0.5
 0.5
 
 0.5
Swaps$15,977.9
 $141.0
 $3.2
 $144.2
 $138.9
 $2.0
 $140.9
Futures and forwards3,656.6
 4.7
 
 4.7
 5.0
 
 5.0
Written options1,170.5
 
 
 
 35.5
 
 35.5
1,584.9
 
 
 
 28.6
 
 28.6
Purchased options1,184.5
 37.6
 
 37.6
 
 
 
1,614.0
 30.8
 
 30.8
 
 
 
Foreign exchange contracts     
  
  
  
  
      

    
 

Swaps2,011.1
 35.6
 2.2
 37.8
 36.1
 2.7
 38.8
1,704.8
 38.8
 1.4
 40.2
 42.2
 2.3
 44.5
Spot, futures and forwards3,543.3
 39.1
 0.7
 39.8
 39.1
 0.8
 39.9
4,276.0
 39.8
 0.4
 40.2
 39.3
 0.3
 39.6
Written options291.8
 
 
 
 5.1
 
 5.1
256.7
 
 
 
 5.0
 
 5.0
Purchased options271.9
 4.6
 
 4.6
 
 
 
240.4
 4.6
 
 4.6
 
 
 
Equity contracts   
  
  
  
  
  
      

    
 

Swaps265.6
 4.8
 
 4.8
 4.4
 
 4.4
253.6
 7.7
 
 7.7
 8.4
 
 8.4
Futures and forwards106.9
 1.5
 
 1.5
 0.9
 
 0.9
100.0
 2.1
 
 2.1
 0.3
 
 0.3
Written options480.8
 
 
 
 23.9
 
 23.9
597.1
 
 
 
 27.5
 
 27.5
Purchased options428.2
 24.7
 
 24.7
 
 
 
549.4
 36.0
 
 36.0
 
 
 
Commodity contracts 
  
  
  
  
  
  
 
     

    
 

Swaps46.1
 1.8
 
 1.8
 4.6
 
 4.6
43.1
 2.7
 
 2.7
 4.5
 
 4.5
Futures and forwards47.1
 3.5
 
 3.5
 0.6
 
 0.6
51.7
 3.2
 
 3.2
 0.5
 
 0.5
Written options21.7
 
 
 
 1.4
 
 1.4
27.5
 
 
 
 2.2
 
 2.2
Purchased options22.9
 1.4
 
 1.4
 
 
 
23.4
 1.7
 
 1.7
 
 
 
Credit derivatives (3)
 
  
  
  
  
  
  
Credit derivatives (2, 3)
 
    
 

    
 

Purchased credit derivatives: 
  
  
    
  
   
    
 

    
 

Credit default swaps (2)
470.9
 4.1
 
 4.1
 11.1
 
 11.1
Credit default swaps408.1
 5.3
 
 5.3
 4.9
 
 4.9
Total return swaps/options54.1
 0.1
 
 0.1
 1.3
 
 1.3
84.5
 0.4
 
 0.4
 1.0
 
 1.0
Written credit derivatives:

 

  
 

 

  
 

     
 

    
 

Credit default swaps (2)
448.2
 10.6
 
 10.6
 3.6
 
 3.6
Credit default swaps371.9
 4.4
 
 4.4
 4.3
 
 4.3
Total return swaps/options55.2
 0.8
 
 0.8
 0.2
 
 0.2
87.3
 0.6
 
 0.6
 0.6
 
 0.6
Gross derivative assets/liabilities  $345.8
 $5.8
 $351.6
 $340.8
 $5.2
 $346.0
  $323.8
 $5.0
 $328.8
 $313.2
 $4.6
 $317.8
Less: Legally enforceable master netting agreements (2)
 
  
  
 (279.2)  
  
 (279.2) 
 

  
 (252.7)  
  
 (252.7)
Less: Cash collateral received/paid (2)
 
  
  
 (34.6)  
  
 (32.5) 
  
  
 (32.4)  
  
 (27.2)
Total derivative assets/liabilities 
  
  
 $37.8
  
  
 $34.3
 
  
  
 $43.7
  
  
 $37.9
(1) 
Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2) 
The net derivative liability and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $185 million and $342.8 billion at December 31, 2018.
(3)
Derivative assets and liabilities for credit default swaps (CDS) reflect the effects of contractual amendments by twoa central clearing counterpartiescounterparty’s amendments to legally re-characterize daily cash variation margin from collateral, which secures an outstanding exposure, to settlement, which discharges an outstanding exposure. One of these central clearing counterparties amended its governing documents, which becameexposure, effective in January 2017. In addition,2018.

101Bank of America 2018






              
   December 31, 2017
   Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
Swaps$15,416.4
 $175.1
 $2.9
 $178.0
 $172.5
 $1.7
 $174.2
Futures and forwards4,332.4
 0.5
 
 0.5
 0.5
 
 0.5
Written options1,170.5
 
 
 
 35.5
 
 35.5
Purchased options1,184.5
 37.6
 
 37.6
 
 
 
Foreign exchange contracts   
  
  
  
  
  
Swaps2,011.1
 35.6
 2.2
 37.8
 36.1
 2.7
 38.8
Spot, futures and forwards3,543.3
 39.1
 0.7
 39.8
 39.1
 0.8
 39.9
Written options291.8
 
 
 
 5.1
 
 5.1
Purchased options271.9
 4.6
 
 4.6
 
 
 
Equity contracts 
  
  
  
  
  
  
Swaps265.6
 4.8
 
 4.8
 4.4
 
 4.4
Futures and forwards106.9
 1.5
 
 1.5
 0.9
 
 0.9
Written options480.8
 
 
 
 23.9
 
 23.9
Purchased options428.2
 24.7
 
 24.7
 
 
 
Commodity contracts 
  
  
  
  
  
  
Swaps46.1
 1.8
 
 1.8
 4.6
 
 4.6
Futures and forwards47.1
 3.5
 
 3.5
 0.6
 
 0.6
Written options21.7
 
 
 
 1.4
 
 1.4
Purchased options22.9
 1.4
 
 1.4
 
 
 
Credit derivatives (2)
 
  
  
  
  
  
  
Purchased credit derivatives: 
  
  
  
  
  
  
Credit default swaps470.9
 4.1
 
 4.1
 11.1
 
 11.1
Total return swaps/options54.1
 0.1
 
 0.1
 1.3
 
 1.3
Written credit derivatives: 
  
  
  
    
  
Credit default swaps448.2
 10.6
 
 10.6
 3.6
 
 3.6
Total return swaps/options55.2
 0.8
 
 0.8
 0.2
 
 0.2
Gross derivative assets/liabilities 
 $345.8
 $5.8
 $351.6
 $340.8
 $5.2
 $346.0
Less: Legally enforceable master netting agreements 
  
  
 (279.2)  
  
 (279.2)
Less: Cash collateral received/paid 
  
  
 (34.6)  
  
 (32.5)
Total derivative assets/liabilities 
  
  
 $37.8
  
  
 $34.3
(1)
Represents the Corporation elected to transfer its existing positions to the settlement platform for the other central clearing counterparty in September 2017.total contract/notional amount of derivative assets and liabilities outstanding.
(3)(2) 
The net derivative asset and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $6.4 billion and $435.1 billion at December 31, 2017.


113Bank of America 2017



              
   December 31, 2016
   Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
Swaps$16,977.7
 $385.0
 $5.9
 $390.9
 $386.9
 $2.0
 $388.9
Futures and forwards5,609.5
 2.2
 
 2.2
 2.1
 
 2.1
Written options1,146.2
 
 
 
 52.2
 
 52.2
Purchased options1,178.7
 53.3
 
 53.3
 
 
 
Foreign exchange contracts   
  
  
  
  
  
Swaps1,828.6
 54.6
 4.2
 58.8
 58.8
 6.2
 65.0
Spot, futures and forwards3,410.7
 58.8
 1.7
 60.5
 56.6
 0.8
 57.4
Written options356.6
 
 
 
 9.4
 
 9.4
Purchased options342.4
 8.9
 
 8.9
 
 
 
Equity contracts 
  
  
  
  
  
  
Swaps189.7
 3.4
 
 3.4
 4.0
 
 4.0
Futures and forwards68.7
 0.9
 
 0.9
 0.9
 
 0.9
Written options431.5
 
 
 
 21.4
 
 21.4
Purchased options385.5
 23.9
 
 23.9
 
 
 
Commodity contracts 
  
  
  
  
  
  
Swaps48.2
 2.5
 
 2.5
 5.1
 
 5.1
Futures and forwards49.1
 3.6
 
 3.6
 0.5
 
 0.5
Written options29.3
 
 
 
 1.9
 
 1.9
Purchased options28.9
 2.0
 
 2.0
 
 
 
Credit derivatives (2)
 
  
  
  
  
  
  
Purchased credit derivatives: 
  
  
  
  
  
  
Credit default swaps604.0
 8.1
 
 8.1
 10.3
 
 10.3
Total return swaps/options21.2
 0.4
 
 0.4
 1.5
 
 1.5
Written credit derivatives: 
  
  
  
    
  
Credit default swaps614.4
 10.7
 
 10.7
 7.5
 
 7.5
Total return swaps/options25.4
 1.0
 
 1.0
 0.2
 
 0.2
Gross derivative assets/liabilities 
 $619.3
 $11.8
 $631.1
 $619.3
 $9.0
 $628.3
Less: Legally enforceable master netting agreements 
  
  
 (545.3)  
  
 (545.3)
Less: Cash collateral received/paid 
  
  
 (43.3)  
  
 (43.5)
Total derivative assets/liabilities 
  
  
 $42.5
  
  
 $39.5
(1)
Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)
The net derivative asset and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $2.2 billion and $548.9 billion at December 31, 2016.
Offsetting of Derivatives
The Corporation enters into International Swaps and Derivatives Association, Inc. (ISDA) master netting agreements or similar agreements with substantially all of the Corporation’s derivative counterparties. Where legally enforceable, these master netting agreements give the Corporation, in the event of default by the counterparty, the right to liquidate securities held as collateral and to offset receivables and payables with the same counterparty. For purposes of the Consolidated Balance Sheet, the Corporation offsets derivative assets and liabilities and cash collateral held with the same counterparty where it has such a legally enforceable master netting agreement.
The following table presents derivative instruments included in derivative assets and liabilities on the Consolidated BalanceBa
 
lance Sheet at December 31, 20172018 and 20162017 by primary risk (e.g., interest rate risk) and the platform, where applicable, on which these derivatives are transacted. Balances are presented on a gross basis, prior to the application of counterparty and cash collateral netting. Total gross derivative assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements which includesinclude reducing the balance for counterparty netting and cash collateral received or paid.
For more information on offsetting of securities financing agreements, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreements, and Short-term Borrowings and Restricted Cash.



  
Bank of America 20171142018 102



              
Offsetting of Derivatives (1)
              
              
Derivative
Assets
 Derivative Liabilities 
Derivative
Assets
 Derivative Liabilities
Derivative
Assets
 Derivative Liabilities 
Derivative
Assets
 Derivative Liabilities
(Dollars in billions)December 31, 2017 December 31, 2016December 31, 2018 December 31, 2017
Interest rate contracts 
  
  
  
 
  
  
  
Over-the-counter$211.7
 $206.0
 $267.3
 $258.2
$174.2
 $169.4
 $211.7
 $206.0
Over-the-counter cleared (2)
1.9
 1.8
 177.2
 182.8
Over-the-counter cleared4.8
 4.0
 1.9
 1.8
Foreign exchange contracts              
Over-the-counter78.7
 80.8
 124.3
 126.7
82.5
 86.3
 78.7
 80.8
Over-the-counter cleared0.9
 0.7
 0.3
 0.3
0.9
 0.9
 0.9
 0.7
Equity contracts              
Over-the-counter18.3
 16.2
 15.6
 13.7
24.6
 14.6
 18.3
 16.2
Exchange-traded9.1
 8.5
 11.4
 10.8
16.1
 15.1
 9.1
 8.5
Commodity contracts              
Over-the-counter2.9
 4.4
 3.7
 4.9
3.5
 4.5
 2.9
 4.4
Exchange-traded0.7
 0.8
 1.1
 1.0
1.0
 0.9
 0.7
 0.8
Credit derivatives              
Over-the-counter9.1
 9.6
 15.3
 14.7
7.7
 8.2
 9.1
 9.6
Over-the-counter cleared (2)
6.1
 6.0
 4.3
 4.3
2.5
 2.3
 6.1
 6.0
Total gross derivative assets/liabilities, before netting              
Over-the-counter320.7
 317.0
 426.2
 418.2
292.5
 283.0
 320.7
 317.0
Exchange-traded9.8
 9.3
 12.5
 11.8
17.1
 16.0
 9.8
 9.3
Over-the-counter cleared (2)
8.9
 8.5
 181.8
 187.4
8.2
 7.2
 8.9
 8.5
Less: Legally enforceable master netting agreements and cash collateral received/paid              
Over-the-counter(296.9) (294.6) (398.2) (392.6)(264.4) (259.2) (296.9) (294.6)
Exchange-traded(8.6) (8.6) (8.9) (8.9)(13.5) (13.5) (8.6) (8.6)
Over-the-counter cleared (2)
(8.3) (8.5) (181.5) (187.3)(7.2) (7.2) (8.3) (8.5)
Derivative assets/liabilities, after netting25.6
 23.1
 31.9
 28.6
32.7
 26.3
 25.6
 23.1
Other gross derivative assets/liabilities (3)(2)
12.2
 11.2
 10.6
 10.9
11.0
 11.6
 12.2
 11.2
Total derivative assets/liabilities37.8
 34.3
 42.5
 39.5
43.7
 37.9
 37.8
 34.3
Less: Financial instruments collateral (4)(3)
(11.2) (10.4) (13.5) (10.5)(16.3) (8.6) (11.2) (10.4)
Total net derivative assets/liabilities$26.6
 $23.9
 $29.0
 $29.0
$27.4
 $29.3
 $26.6
 $23.9
(1) 
OTC derivatives include bilateral transactions between the Corporation and a particular counterparty. OTC-cleared derivatives include bilateral transactions between the Corporation and a counterparty where the transaction is cleared through a clearinghouse, and exchange-tradedclearinghouse. Exchange-traded derivatives include listed options transacted on an exchange.
(2) 
Derivative assets and liabilities reflect the effects of contractual amendments by two central clearing counterparties to legally re-characterize daily cash variation margin from collateral, which secures an outstanding exposure, to settlement, which discharges an outstanding exposure. One of these central clearing counterparties amended its governing documents, which became effective in January 2017. In addition, the Corporation elected to transfer its existing positions to the settlement platform for the other central clearing counterparty in September 2017.
(3)
Consists of derivatives entered into under master netting agreements where the enforceability of these agreements is uncertain under bankruptcy laws in some countries or industries.
(4)(3) 
Amounts are limited to the derivative asset/liability balance and, accordingly, do not include excess collateral received/pledged. Financial instruments collateral includes securities collateral received or pledged and cash securities held and posted at third-party custodians that are not offset on the Consolidated Balance Sheet but shown as a reduction to derive net derivative assets and liabilities.
ALM and Risk Management Derivatives
The Corporation’s ALM and risk management activities include the use of derivatives to mitigate risk to the Corporation including derivatives designated in qualifying hedge accounting relationships and derivatives used in other risk management activities. Interest rate, foreign exchange, equity, commodity and credit contracts are utilized in the Corporation’s ALM and risk management activities.
TheCorporation maintains an overall interest rate risk management strategy that incorporates the use of interest rate contracts, which are generally non-leveraged generic interest rate and basis swaps, options, futures and forwards, to minimize significant fluctuations in earnings caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity and volatility so that movements in interest rates do not significantly adversely affect earnings or capital. As a result of interest rate fluctuations, hedged fixed-rate assets and liabilities appreciate or depreciate in fair value. Gains or losses on the derivative instruments that are linked to the hedged fixed-rate assets and liabilities are expected to substantially offset this unrealized appreciation or depreciation.
Market risk, including interest rate risk, can be substantial in the mortgage business. Market risk in the mortgage business is the risk that values of mortgage assets or revenues will be adversely affected by changes in market conditions such as interest rate movements. To mitigate the interest rate risk in mortgage banking production income, the Corporation utilizes forward loan sale commitments and other derivative instruments, including purchased options, and certain debt securities. The
Corporation also utilizes derivatives such as interest rate options, interest rate swaps, forward settlement contracts and eurodollar futures to hedge certain market risks of MSRs. For more information on MSRs, see Note 20 – Fair Value Measurements.
The Corporation uses foreign exchange contracts to manage the foreign exchange risk associated with certain foreign currency-denominated assets and liabilities, as well as the Corporation’s investments in non-U.S. subsidiaries. Foreign exchange contracts, which include spot and forward contracts, represent agreements to exchange the currency of one country for the currency of another country at an agreed-upon price on an agreed-upon settlement date. Exposure to loss on these contracts will increase or decrease over their respective lives as currency exchange and interest rates fluctuate.


115Bank of America 2017



The Corporation purchases credit derivatives to manage credit risk related to certain funded and unfunded credit exposures. Credit derivatives include credit default swaps (CDS),CDS, total return swaps and swaptions. These derivatives are recorded on the Consolidated Balance Sheet at fair value with changes in fair value recorded in other income.
Derivatives Designated as Accounting Hedges
The Corporation uses various types of interest rate commodity and foreign exchange derivative contracts to protect against changes in the fair value of its assets and liabilities due to fluctuations in interest rates commodity prices and exchange rates (fair value hedges). The Corporation also uses these types of contracts and equity derivatives to protect against changes in the cash flows of its assets and liabilities, and other forecasted transactions (cash flow hedges). The Corporation hedges its net investment in consolidated non-U.S. operations determined to
have functional currencies other than the U.S. dollar using forward

103Bank of America 2018






exchange contracts and cross-currency basis swaps, and by issuing foreign currency-denominated debt (net investment hedges).
Fair Value Hedges
The following table below summarizes information related to fair value hedges for 2018, 2017 2016 and 2015, including hedges of interest rate risk on long-term debt that were acquired as part of a business combination and redesignated at that time. At redesignation, the fair value of the derivatives was positive. As the derivatives mature, the fair value will approach zero. As a result, ineffectiveness will occur and the fair value changes in the derivatives and the long-term debt being hedged may be directionally the same in certain scenarios. Based on a regression analysis, the derivatives continue to be highly effective at offsetting changes in the fair value of the long-term debt attributable to interest rate risk.2016.
            
Gains and Losses on Derivatives Designated as Fair Value Hedges      
            
 Derivative Hedged Item
(Dollars in millions)2018 2017 2016 2018 2017 2016
Interest rate risk on long-term debt (1)
$(1,538) $(1,537) $(1,488) $1,429
 $1,045
 $646
Interest rate and foreign currency risk on long-term debt (2)
(1,187) 1,811
 (941) 1,079
 (1,767) 944
Interest rate risk on available-for-sale securities (3)
(52) (67) 227
 50
 35
 (286)
Total$(2,777)
$207

$(2,202)
$2,558

$(687)
$1,304
               
Derivatives Designated as Fair Value Hedges              
                  
Gains (Losses)Derivative Hedged Item Hedge Ineffectiveness
(Dollars in millions)2017 2016 2015 2017 2016 2015 2017 2016 2015
Interest rate risk on long-term debt (1)
$(1,537) $(1,488) $(718) $1,045
 $646
 $(77) $(492) $(842) $(795)
Interest rate and foreign currency risk on long-term debt (1)
1,811
 (941) (1,898) (1,767) 944
 1,812
 44
 3
 (86)
Interest rate risk on available-for-sale securities (2)
(67) 227
 105
 35
 (286) (127) (32) (59) (22)
Total$207
 $(2,202) $(2,511) $(687) $1,304
 $1,608
 $(480) $(898) $(903)

(1) 
Amounts are recorded in interest expense on long-term debtin the Consolidated Statement of Income. In 2017 and in other income.2016, amounts representing hedge ineffectiveness were losses of $492 million and $842 million.
(2) 
In 2018, 2017 and 2016, the derivative amount includes losses of $992 million, gains of $2.2 billion and losses of $910 million, respectively, in other income and losses of $116 million, $365 million and $30 million, respectively, in interest expense. Line item totals are in the Consolidated Statement of Income.
(3)
Amounts are recorded in interest income on debt securities.in the Consolidated Statement of Income.
The table below summarizes the carrying value of hedged assets and liabilities that are designated and qualifying in fair value hedging relationships along with the cumulative amount of fair value hedging adjustments included in the carrying value that have been recorded in the current hedging relationships. These fair value hedging adjustments are open basis adjustments that are not subject to amortization as long as the hedging relationship remains designated.
    
Designated Fair Value Hedged Assets (Liabilities)
    
 December 31, 2018
(Dollars in millions)Carrying Value 
Cumulative Fair Value Adjustments (1)
Long-term debt$(138,682) $(2,117)
Available-for-sale debt securities981
 (29)
(1)
For assets, increase (decrease) to carrying value and for liabilities, (increase) decrease to carrying value.
At December 31, 2018, the cumulative fair value adjustments remaining on long-term debt and AFS debt securities from discontinued hedging relationships were a decrease to the related liability and related asset of $1.6 billionand $29 million, which are being amortized over the remaining contractual life of the de-designated hedged items.
Cash Flow and Net Investment Hedges
The following table below summarizes certain information related to cash flow hedges and net investment hedges for 2018, 2017 2016, and 2015. 2016.
Of the $831 million$1.0 billion after-tax net loss ($1.3 billion pre-tax)pretax) on derivatives in accumulated OCI at December 31, 2017, $1302018, $253 million after-tax ($208332 million pre-tax)pretax) is expected to be reclassified into earnings in the next 12 months. These net losses reclassified into earnings are expected to primarily reduce net interest income
related to the respective hedged items. Amounts related to price risk on restricted stock awards reclassified from accumulated OCI are recorded in personnel expense. For terminated cash flow hedges, the time period over which the majority of the forecasted transactions are hedged is approximately seven4 years, with a maximum length of time for certain forecasted transactions of 1917 years.
            
Gains and Losses on Derivatives Designated as Cash Flow and Net Investment Hedges
            
 Gains (Losses) Recognized in
Accumulated OCI on Derivatives
 Gains (Losses) in Income
Reclassified from Accumulated OCI
(Dollars in millions, amounts pretax)2018 2017 2016 2018 2017 2016
Cash flow hedges           
Interest rate risk on variable-rate assets (1)
$(159) $(109) $(340) $(165) $(327) $(553)
Price risk on certain restricted stock awards (2)
4
 59
 41
 27
 148
 (32)
Total$(155) $(50) $(299) $(138) $(179) $(585)
Net investment hedges     
  
    
Foreign exchange risk (3)
$989
 $(1,588) $1,636
 $411
 $1,782
 $3
            
Derivatives Designated as Cash Flow and Net Investment Hedges   
            
 
Gains (Losses) Recognized in
Accumulated OCI on Derivatives
 Gains (Losses) in Income
Reclassified from Accumulated OCI
(Dollars in millions, amounts pre-tax)2017 2016 2015 2017 2016 2015
Cash flow hedges           
Interest rate risk on variable-rate portfolios$(109) $(340) $95
 $(327) $(553) $(974)
Price risk on certain restricted stock awards (1)
59
 41
 (40) 148
 (32) 91
Total (2)
$(50) $(299) $55
 $(179) $(585) $(883)
Net investment hedges 
  
  
  
  
  
Foreign exchange risk (3)
$(1,588) $1,636
 $3,010
 $1,782
 $3
 $153

(1) 
Gains (losses) recognized inAmounts reclassified from accumulated OCI are primarily related to the changerecorded in interest income in the Corporation’s stock price for the period.Consolidated Statement of Income.
(2) 
In 2017, 2016 and 2015, amounts representing hedge ineffectiveness were not significant.
Amounts reclassified from accumulated OCI are recorded in personnel expense in the Consolidated Statement of Income.
(3) 
In 2017, substantially all of the gains in incomeAmounts reclassified from accumulated OCI were comprisedare recorded in other income in the Consolidated Statement of the gain recognized on derivatives used to hedge the currency risk of the Corporation’s net investment in its non-U.S. consumer credit card business, which was sold in 2017. For more information, see Note 14 – Accumulated Other Comprehensive Income (Loss). In 2017, 2016 and 2015, amountsIncome. Amounts excluded from effectiveness testing and recognized in totalother income were gains of $47 million, $120 million, and $325 million in 2018, 2017 and $298 million.2016, respectively.



  
Bank of America 20171162018 104



Other Risk Management Derivatives
Other risk management derivatives are used by the Corporation to reduce certain risk exposures. Theseexposures by economically hedging various assets and liabilities. The gains and losses on these derivatives are not qualifying accounting hedges because either they did not qualify for or were not designated as accounting hedges.recognized in other income. The table below presents gains (losses) on these derivatives for 2018, 2017 2016 and 2015.2016. These gains (losses) are largely offset by the income or expense that is recorded on the hedged item.
      
Gains and Losses on Other Risk Management Derivatives
      
(Dollars in millions)2018 2017 2016
Interest rate risk on mortgage activities (1)
$(107) $8
 $461
Credit risk on loans9
 (6) (107)
Interest rate and foreign currency risk on ALM activities (2)
1,010
 (36) (754)
      
Other Risk Management Derivatives
      
Gains (Losses)     
(Dollars in millions)2017 2016 2015
Interest rate risk on mortgage banking income (1)
$8
 $461
 $254
Credit risk on loans (2)
(6) (107) (22)
Interest rate and foreign currency risk on ALM activities (3)
(36) (754) (222)
Price risk on certain restricted stock awards (4)
301
 9
 (267)

(1) 
Net gains (losses) on these derivatives are recorded in mortgage banking income as they are usedPrimarily related to mitigate thehedges of interest rate risk relatedon MSRs and IRLCs to MSRs, IRLCs and mortgage LHFS, all of which are measured at fair value with changes in fair value recorded in mortgage banking income. The fair value of IRLCs is derived from the fair value of relatedoriginate mortgage loans which is based on observable market data and includes the expected net future cash flows related to servicing of the loans.that will be held for sale. The net gains on IRLCs, related to the origination of mortgage loans that are held-for-sale, which are not included in the table but are considered derivative instruments, were $47 million, $220 million, and $533 million for 2018, 2017 and $714 million for 2017, 2016 and 2015, respectively.
(2) 
Primarily related to derivatives that are economic hedges of credit risk on loans. Net gains (losses) on these derivatives are recorded in other income.
(3)
Primarily related to hedges of debt securities carried at fair value and hedges of foreign currency-denominated debt. Gains (losses) on these derivatives and the related hedged items are recorded in other income.
(4)
Gains (losses) on these derivatives are recorded in personnel expense.
Transfers of Financial Assets with Risk Retained through Derivatives
The Corporation enters into certain transactions involving the transfer of financial assets that are accounted for as sales where substantially all of the economic exposure to the transferred financial assets is retained through derivatives (e.g., interest rate and/or credit), but the Corporation does not retain control over the assets transferred. ThroughAs of December 31, 20172018 and 2016,2017, the Corporation had transferred $6.0$5.8 billion and $6.6$6.0 billion of non-U.S. government-guaranteed MBS to a third-party trust and retained economic exposure to the transferred assets through derivative contracts. In connection with these transfers, the
Corporation received gross cash proceeds of $6.0$5.8 billion and $6.6$6.0 billion at the transfer dates. At December 31, 20172018 and 2016,2017, the fair value of the transferred securities was $6.1$5.5 billion and $6.3$6.1 billion. Derivative assets of $46 million and $43 million and liabilities of $3 million and $10 million were recorded at December 31, 2017 and 2016, and are included in credit derivatives in the derivative instruments table on page 113.
Sales and Trading Revenue
The Corporation enters into trading derivatives to facilitate client transactions and to manage risk exposures arising from trading account assets and liabilities. It is the Corporation’s policy to include these derivative instruments in its trading activities which include derivatives and non-derivative cash instruments. The resulting risk from these derivatives is managed on a portfolio basis as part of the Corporation’s Global Markets business segment. The related sales and trading revenue generated within Global Markets is recorded in various income statement line items including trading account profits and net interest income as well as other revenue categories.
Sales and trading revenue includes changes in the fair value and realized gains and losses on the sales of trading and other assets, net interest income, and fees primarily from commissions on equity securities. Revenue is generated by the difference in the client price for an instrument and the price at which the trading desk can execute the trade in the dealer market. For equity securities, commissions related to purchases and sales are recorded in the “Other” column in the Sales and Trading Revenue table. Changes in the fair value of these securities are included in trading account profits. For debt securities, revenue, with the exception of interest associated with the debt securities, is typically included in trading account profits. Unlike commissions for equity securities, the initial revenue related to broker-dealer services for debt securities is typically included in the pricing of
the instrument rather than being charged through separate fee arrangements. Therefore, this revenue is recorded in trading account profits as part of the initial mark to fair value. For derivatives, the majority of revenue is included in trading account profits. In transactions where the Corporation acts as agent, which include exchange-traded futures and options, fees are recorded in other income.

117Bank of America 2017



The table below, which includes both derivatives and non-derivative cash instruments, identifies the amounts in the respective income statement line items attributable to the Corporation’s sales and trading revenue in Global Markets, categorized by primary risk, for 2018, 2017 2016 and 2015.2016. The difference between total trading account profits in the following
table and in the Consolidated Statement of Income represents trading activities in business segments other than Global Markets. This table includes DVAdebit valuation adjustment (DVA) and funding valuation adjustment (FVA) gains (losses). Global Markets results in Note 23 – Business Segment Information are presented on a fully taxable-equivalent (FTE) basis. The following table below is not presented on an FTE basis.
              
Sales and Trading Revenue       Sales and Trading Revenue
              
Trading Account Profits Net Interest Income 
Other (1)
 TotalTrading Account Profits 
Net Interest
Income
 
Other (1)
 Total
(Dollars in millions)20172018
Interest rate risk$1,145
 $980
 $417
 $2,542
$1,180
 $1,292
 $220
 $2,692
Foreign exchange risk1,417
 (1) (162) 1,254
1,503
 (7) 6
 1,502
Equity risk2,689
 (525) 1,904
 4,068
3,994
 (781) 1,619
 4,832
Credit risk1,251
 2,537
 577
 4,365
1,063
 1,853
 552
 3,468
Other risk204
 33
 75
 312
189
 64
 66
 319
Total sales and trading revenue$6,706
 $3,024
 $2,811
 $12,541
$7,929
 $2,421
 $2,463
 $12,813
       2017
Interest rate risk$712
 $1,560
 $249
 $2,521
Foreign exchange risk1,417
 (1) 7
 1,423
Equity risk2,689
 (517) 1,903
 4,075
Credit risk1,685
 1,937
 576
 4,198
Other risk203
 45
 76
 324
Total sales and trading revenue$6,706
 $3,024
 $2,811
 $12,541
20162016
Interest rate risk$1,613
 $1,410
 $304
 $3,327
$1,189
 $2,002
 $145
 $3,336
Foreign exchange risk1,360
 (10) (154) 1,196
1,360
 (10) 5
 1,355
Equity risk1,917
 20
 2,074
 4,011
1,917
 28
 2,074
 4,019
Credit risk1,250
 2,569
 424
 4,243
1,674
 1,956
 424
 4,054
Other risk407
 (20) 40
 427
407
 (7) 39
 439
Total sales and trading revenue$6,547
 $3,969
 $2,688
 $13,204
$6,547
 $3,969
 $2,687
 $13,203
       
2015
Interest rate risk$1,290
 $1,333
 $(259) $2,364
Foreign exchange risk1,322
 (10) (117) 1,195
Equity risk2,115
 56
 2,152
 4,323
Credit risk920
 2,333
 445
 3,698
Other risk459
 (81) 62
 440
Total sales and trading revenue$6,106
 $3,631
 $2,283
 $12,020
(1) 
Represents amounts in investment and brokerage services and other income that are recorded in Global Marketsand included in the definition of sales and trading revenue. Includes investment and brokerage services revenue of $1.7 billion, $2.0 billion, and $2.1 billion for 2018, 2017and $2.2 billion for 2017, 2016, and 2015, respectively.
Credit Derivatives
The Corporation enters into credit derivatives primarily to facilitate client transactions and to manage credit risk exposures. Credit derivatives derive value based on an underlying third-party referenced obligation or a portfolio of referenced obligations and generally require the Corporation, as the seller of credit protection, to make payments to a buyer upon the occurrence of a pre-definedpredefined credit event. Such credit events generally include bankruptcy of the referenced credit entity and failure to pay under the obligation,
as well as acceleration of indebtedness and payment repudiation or moratorium. For credit derivatives based on a portfolio of referenced credits or credit indices, the Corporation may not be required to make payment until a specified amount of loss has occurred and/or may only be required to make payment up to a specified amount.
Credit derivative instruments where the Corporation is the seller of credit protection and their expiration at December 31, 2017 and 2016 are summarized in the following table.


105Bank of America 20171182018






          
Credit Derivative Instruments         
          
 
Less than
One Year
 
One to
Three Years
 
Three to
Five Years
 
Over Five
Years
 Total
 December 31, 2017
(Dollars in millions)Carrying Value
Credit default swaps: 
  
  
  
  
Investment grade$4
 $3
 $61
 $245
 $313
Non-investment grade203
 453
 484
 2,133
 3,273
Total207
 456
 545
 2,378
 3,586
Total return swaps/options: 
  
  
  
  
Investment grade30
 
 
 
 30
Non-investment grade150
 
 
 3
 153
Total180
 
 
 3
 183
Total credit derivatives$387
 $456
 $545
 $2,381
 $3,769
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $7
 $689
 $696
Non-investment grade12
 4
 34
 1,548
 1,598
Total credit-related notes$12
 $4
 $41
 $2,237
 $2,294
 Maximum Payout/Notional
Credit default swaps: 
  
  
  
  
Investment grade$61,388
 $115,480
 $107,081
 $21,579
 $305,528
Non-investment grade39,312
 49,843
 39,098
 14,420
 142,673
Total100,700
 165,323
 146,179
 35,999
 448,201
Total return swaps/options: 
  
  
  
  
Investment grade37,394
 2,581
 
 143
 40,118
Non-investment grade13,751
 514
 143
 697
 15,105
Total51,145
 3,095
 143
 840
 55,223
Total credit derivatives$151,845
 $168,418
 $146,322
 $36,839
 $503,424
          
 December 31, 2016
 Carrying Value
Credit default swaps:         
Investment grade$10
 $64
 $535
 $783
 $1,392
Non-investment grade771
 1,053
 908
 3,339
 6,071
Total781
 1,117
 1,443
 4,122
 7,463
Total return swaps/options: 
  
  
  
  
Investment grade16
 
 
 
 16
Non-investment grade127
 10
 2
 1
 140
Total143
 10
 2
 1
 156
Total credit derivatives$924
 $1,127
 $1,445
 $4,123
 $7,619
Credit-related notes: 
  
  
  
  
Investment grade$
 $12
 $542
 $1,423
 $1,977
Non-investment grade70
 22
 60
 1,318
 1,470
Total credit-related notes$70
 $34
 $602
 $2,741
 $3,447
 Maximum Payout/Notional
Credit default swaps:         
Investment grade$121,083
 $143,200
 $116,540
 $21,905
 $402,728
Non-investment grade84,755
 67,160
 41,001
 18,711
 211,627
Total205,838
 210,360
 157,541
 40,616
 614,355
Total return swaps/options: 
  
  
  
  
Investment grade12,792
 
 
 
 12,792
Non-investment grade6,638
 5,127
 589
 208
 12,562
Total19,430
 5,127
 589
 208
 25,354
Total credit derivatives$225,268
 $215,487
 $158,130
 $40,824
 $639,709

Credit derivatives are classified as investment and non-investment grade based on the credit quality of the underlying referenced obligation. The Corporation considers ratings of BBB- or higher as investment grade. Non-investment grade includes non-rated credit derivative instruments. The Corporation discloses
internal categorizations of investment grade and non-investment grade consistent with how risk is managed for these instruments.
Credit derivative instruments where the Corporation is the seller of credit protection and their expiration at December 31, 2018 and 2017 are summarized in the following table.
          
Credit Derivative Instruments         
          
 
Less than
One Year
 
One to
Three Years
 
Three to
Five Years
 
Over Five
Years
 Total
 December 31, 2018
(Dollars in millions)Carrying Value
Credit default swaps: 
  
  
  
  
Investment grade$2
 $44
 $436
 $488
 $970
Non-investment grade132
 636
 914
 1,691
 3,373
Total134
 680
 1,350
 2,179
 4,343
Total return swaps/options: 
  
  
  
  
Investment grade105
 
 
 
 105
Non-investment grade472
 21
 
 
 493
Total577
 21
 
 
 598
Total credit derivatives$711
 $701
 $1,350
 $2,179
 $4,941
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $4
 $532
 $536
Non-investment grade1
 1
 1
 1,500
 1,503
Total credit-related notes$1
 $1
 $5
 $2,032
 $2,039
 Maximum Payout/Notional
Credit default swaps: 
  
  
  
  
Investment grade$53,758
 $95,699
 $95,274
 $20,054
 $264,785
Non-investment grade24,297
 33,881
 34,530
 14,426
 107,134
Total78,055
 129,580
 129,804
 34,480
 371,919
Total return swaps/options: 
  
  
  
  
Investment grade60,042
 822
 59
 72
 60,995
Non-investment grade24,524
 1,649
 39
 70
 26,282
Total84,566
 2,471
 98
 142
 87,277
Total credit derivatives$162,621
 $132,051
 $129,902
 $34,622
 $459,196
          
 December 31, 2017
 Carrying Value
Credit default swaps:         
Investment grade$4
 $3
 $61
 $245
 $313
Non-investment grade203
 453
 484
 2,133
 3,273
Total207
 456
 545
 2,378
 3,586
Total return swaps/options: 
  
  
  
  
Investment grade30
 
 
 
 30
Non-investment grade150
 
 
 3
 153
Total180
 
 
 3
 183
Total credit derivatives$387
 $456
 $545
 $2,381
 $3,769
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $7
 $689
 $696
Non-investment grade12
 4
 34
 1,548
 1,598
Total credit-related notes$12
 $4
 $41
 $2,237
 $2,294
 Maximum Payout/Notional
Credit default swaps:         
Investment grade$61,388
 $115,480
 $107,081
 $21,579
 $305,528
Non-investment grade39,312
 49,843
 39,098
 14,420
 142,673
Total100,700
 165,323
 146,179
 35,999
 448,201
Total return swaps/options: 
  
  
  
  
Investment grade37,394
 2,581
 
 143
 40,118
Non-investment grade13,751
 514
 143
 697
 15,105
Total51,145
 3,095
 143
 840
 55,223
Total credit derivatives$151,845
 $168,418
 $146,322
 $36,839
 $503,424

The notional amount represents the maximum amount payable by the Corporation for most credit derivatives. However, the Corporation does not monitor its exposure to credit derivatives based solely on the notional amount because this measure does
not take into consideration the probability of occurrence. As such, the notional amount is not a reliable indicator of the Corporation’s exposure to these contracts. Instead, a risk framework is used to define risk tolerances and establish limits so that certain credit risk-related losses occur within acceptable, predefined limits.
Credit-related notes in the table above include investments in securities issued by CDO, collateralized loan obligation (CLO) and credit-linked note vehicles. These instruments are primarily classified as trading securities. The carrying value of these instruments equals the Corporation’s maximum exposure to loss.

119Bank of America 2017



The Corporation is not obligated to make any payments to the entities under the terms of the securities owned.
Credit-related Contingent Features and Collateral
TheCorporation executes the majority of its derivative contracts in the OTC market with large, international financial institutions, including broker-dealers and, to a lesser degree, with a variety of non-financial companies. A significant majority of the derivative transactions are executed on a daily margin basis. Therefore, events such as a credit rating downgrade (depending on the ultimate rating level) or a breach of credit covenants would typically require an increase in the amount of collateral required of the counterparty, where applicable, and/or allow the Corporation to take additional protective measures such as early termination of all trades. Further, as previously discussed on page 114,102, the Corporation enters into legally enforceable master netting agreements which reduce risk by permitting closeout and netting of transactions with the same counterparty upon the occurrence of certain events.

Bank of America 2018 106


A majority of the Corporation’s derivative contracts contain credit risk-related contingent features, primarily in the form of ISDA
master netting agreements and credit support documentation that enhance the creditworthiness of these instruments compared to other obligations of the respective counterparty with whom the Corporation has transacted. These contingent features may be for the benefit of the Corporation as well as its counterparties with respect to changes in the Corporation’s creditworthiness and the mark-to-market exposure under the derivative transactions. At December 31, 20172018 and 2016,2017, the Corporation held cash and securities collateral of $77.2$81.6 billion and $85.5$77.2 billion, and posted cash and securities collateral of $59.2$56.5 billion and $71.1$59.2 billion in the normal course of business under derivative agreements, excluding cross-product margining agreements where clients are permitted to margin on a net basis for both derivative and secured financing arrangements.
In connection with certain OTC derivative contracts and other trading agreements, the Corporation can be required to provide additional collateral or to terminate transactions with certain counterparties in the event of a downgrade of the senior debt ratings of the Corporation or certain subsidiaries. The amount of
additional collateral required depends on the contract and is usually a fixed incremental amount and/or the market value of the exposure.
At December 31, 2017,2018, the amount of collateral, calculated based on the terms of the contracts, that the Corporation and
certain subsidiaries could be required to post to counterparties but had not yet posted to counterparties was approximately $3.2$1.8 billion,, including $2.1$1.0 billion for Bank of America, National Association (Bank of America, N.A. or BANA).
Some counterparties are currently able to unilaterally terminate certain contracts, or the Corporation or certain subsidiaries may be required to take other action such as find a suitable replacement or obtain a guarantee. At December 31, 20172018 and 2016,2017, the liability recorded for these derivative contracts was not significant.
The following table below presents the amount of additional collateral that would have been contractually required by derivative contracts and other trading agreements at December 31, 20172018 if the rating agencies had downgraded their long-term senior debt ratings for the Corporation or certain subsidiaries by one incremental notch and by an additional second incremental notch.
    
Additional Collateral Required to be Posted Upon Downgrade at December 31, 2017
Additional Collateral Required to be Posted Upon Downgrade at December 31, 2018Additional Collateral Required to be Posted Upon Downgrade at December 31, 2018
    
(Dollars in millions)
One
incremental notch
Second
incremental notch
One
incremental notch
 
Second
incremental notch
Bank of America Corporation$779
$487
$619
 $347
Bank of America, N.A. and subsidiaries (1)
391
230
209
 268
(1) 
Included in Bank of America Corporation collateral requirements in this table.
The following table below presents the derivative liabilities that would be subject to unilateral termination by counterparties and the amounts of collateral that would have been contractually required at December 31, 20172018 if the long-term senior debt ratings for the Corporation or certain subsidiaries had been lower by one incremental notch and by an additional second incremental notch.
   
Derivative Liabilities Subject to Unilateral Termination Upon Downgrade at December 31, 2017
   
(Dollars in millions)
One
incremental notch
Second
incremental notch
Derivative liabilities$428
$1,163
Collateral posted339
800


    
Derivative Liabilities Subject to Unilateral Termination Upon Downgrade at December 31, 2018
    
(Dollars in millions)
One
incremental notch
 
Second
incremental notch
Derivative liabilities$13
 $581
Collateral posted1
 305


Bank of America 2017120


Valuation Adjustments on Derivatives
TheCorporation records credit risk valuation adjustments on derivatives in order to properly reflect the credit quality of the counterparties and its own credit quality. The Corporation calculates valuation adjustments on derivatives based on a modeled expected exposure that incorporates current market risk factors. The exposure also takes into consideration credit mitigants such as enforceable master netting agreements and collateral. CDS spread data is used to estimate the default probabilities and severities that are applied to the exposures. Where no observable credit default data is available for counterparties, the Corporation uses proxies and other market data to estimate default probabilities and severity.
Valuation adjustments on derivatives are affected by changes in market spreads, non-credit related market factors such as interest rate and currency changes that affect the expected exposure, and other factors like changes in collateral arrangements and partial payments. Credit spreads and non-credit factors can move independently. For example, for an interest rate swap, changes in interest rates may increase the expected exposure, which would increase the counterparty credit valuation adjustment (CVA). Independently, counterparty credit spreads may tighten, which would result in an offsetting decrease to CVA.
The Corporation enters into risk management activities to offset market driven exposures. The Corporation often hedges the counterparty spread risk in CVA with CDS. The Corporation hedges other market risks in both CVA and DVA primarily with currency and interest rate swaps. In certain instances, the net-of-hedge amounts in the table below move in the same direction as the gross amount or may move in the opposite direction. This movement is a consequence of the complex interaction of the risks being hedged, resulting in limitations in the ability to perfectly hedge all of the market exposures at all times.
The table below presents CVA, DVA and FVA gains (losses) on derivatives, which are recorded in trading account profits, on a gross and net of hedge basis for 2018, 2017 2016 and 2015.2016. CVA gains reduce the cumulative CVA thereby increasing the derivative assets balance. DVA gains increase the cumulative DVA thereby decreasing the derivative liabilities balance. CVA and DVA losses have the opposite impact. FVA gains related to derivative assets reduce the cumulative FVA thereby increasing the derivative assets balance. FVA gains related to derivative liabilities increase the cumulative FVA thereby decreasing the derivative liabilities balance. FVA losses have the opposite impact.
            
Valuation Adjustments on Derivatives (1)
Valuation Adjustments on Derivatives (1)
  
Valuation Adjustments on Derivatives (1)
    
            
Gains (Losses)GrossNet GrossNet GrossNetGrossNet GrossNet Gross Net
(Dollars in millions)2017 2016 20152018 2017 2016
Derivative assets (CVA)$330
$98
 $374
$214
 $255
$227
$77
$187
 $330
$98
 $374
 $214
Derivative assets/liabilities (FVA)160
178
 186
102
 16
16
(15)14
 160
178
 186
 102
Derivative liabilities (DVA)(324)(281) 24
(141) (18)(153)(19)(55) (324)(281) 24
 (141)
(1) 
At December 31, 20172018, 20162017 and 20152016, cumulative CVA reduced the derivative assets balance by $600 million, $677 million, and $1.0 billion and $1.4 billion, cumulative FVA reduced the net derivatives balance by $151 million, $136 million, and $296 million and $481 million, and cumulative DVA reduced the derivative liabilities balance by $432 million, $450 million, and $774 million and $750 million, respectively.




121107Bank of America 20172018

  







NOTE Securities
The table below presents the amortized cost, gross unrealized gains and losses, and fair value of AFS debt securities, other debt securities carried at fair value and HTM debt securities and AFS marketable equity securities at December 31, 20172018 and 2016.2017.
              
Debt Securities and Available-for-Sale Marketable Equity Securities    
Debt SecuritiesDebt Securities    
  
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
(Dollars in millions)December 31, 2017December 31, 2018
Available-for-sale debt securities              
Mortgage-backed securities:       
       
Agency$194,119
 $506
 $(1,696) $192,929
$125,116
 $138
 $(3,428) $121,826
Agency-collateralized mortgage obligations6,846
 39
 (81) 6,804
5,621
 19
 (110) 5,530
Commercial13,864
 28
 (208) 13,684
14,469
 11
 (402) 14,078
Non-agency residential (1)
2,410
 267
 (8) 2,669
1,792
 136
 (11) 1,917
Total mortgage-backed securities217,239
 840
 (1,993) 216,086
146,998
 304
 (3,951) 143,351
U.S. Treasury and agency securities54,523
 18
 (1,018) 53,523
56,239
 62
 (1,378) 54,923
Non-U.S. securities6,669
 9
 (1) 6,677
9,307
 5
 (6) 9,306
Other taxable securities, substantially all asset-backed securities5,699
 73
 (2) 5,770
4,387
 29
 (6) 4,410
Total taxable securities284,130
 940
 (3,014) 282,056
216,931
 400
 (5,341) 211,990
Tax-exempt securities20,541
 138
 (104) 20,575
17,349
 99
 (72) 17,376
Total available-for-sale debt securities304,671
 1,078
 (3,118) 302,631
234,280
 499
 (5,413) 229,366
Other debt securities carried at fair value12,273
 252
 (39) 12,486
8,595
 172
 (32) 8,735
Total debt securities carried at fair value316,944
 1,330
 (3,157) 315,117
242,875
 671
 (5,445) 238,101
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities125,013
 111
 (1,825) 123,299
Total debt securities (2)
$441,957
 $1,441
 $(4,982) $438,416
Available-for-sale marketable equity securities (3)
$27
 $
 $(2) $25
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities (2)
203,652
 747
 (3,964) 200,435
Total debt securities (3, 4)
$446,527
 $1,418
 $(9,409) $438,536
              
December 31, 2016December 31, 2017
Available-for-sale debt securities              
Mortgage-backed securities: 
  
  
  
 
  
  
  
Agency$190,809
 $640
 $(1,963) $189,486
$194,119
 $506
 $(1,696) $192,929
Agency-collateralized mortgage obligations8,296
 85
 (51) 8,330
6,846
 39
 (81) 6,804
Commercial12,594
 21
 (293) 12,322
13,864
 28
 (208) 13,684
Non-agency residential (1)
1,863
 181
 (31) 2,013
2,410
 267
 (8) 2,669
Total mortgage-backed securities213,562
 927
 (2,338) 212,151
217,239
 840
 (1,993) 216,086
U.S. Treasury and agency securities48,800
 204
 (752) 48,252
54,523
 18
 (1,018) 53,523
Non-U.S. securities6,372
 13
 (3) 6,382
6,669
 9
 (1) 6,677
Other taxable securities, substantially all asset-backed securities10,573
 64
 (23) 10,614
5,699
 73
 (2) 5,770
Total taxable securities279,307
 1,208
 (3,116) 277,399
284,130
 940
 (3,014) 282,056
Tax-exempt securities17,272
 72
 (184) 17,160
20,541
 138
 (104) 20,575
Total available-for-sale debt securities296,579
 1,280
 (3,300) 294,559
304,671
 1,078
 (3,118) 302,631
Less: Available-for-sale securities of business held for sale (4)
(619) 
 
 (619)
Other debt securities carried at fair value19,748
 121
 (149) 19,720
12,273
 252
 (39) 12,486
Total debt securities carried at fair value315,708
 1,401
 (3,449) 313,660
316,944
 1,330
 (3,157) 315,117
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities117,071
 248
 (2,034) 115,285
125,013
 111
 (1,825) 123,299
Total debt securities (2)
$432,779
 $1,649
 $(5,483) $428,945
Available-for-sale marketable equity securities (3)
$325
 $51
 $(1) $375
Total debt securities (3, 4)
$441,957
 $1,441
 $(4,982) $438,416
Available-for-sale marketable equity securities (5)
$27
 $
 $(2) $25
(1) 
At December 31, 20172018 and 20162017, the underlying collateral type included approximately 68 percent and 62 percent prime, 4 percent and 60 percent prime, 13 percent and 19 percent Alt-A, and 28 percent and 25 percent and 21 percent subprime.
(2) 
During 2018, the Corporation transferred AFS debt securities with an amortized cost of $64.5 billion to held to maturity.
(3)
Includes securities pledged as collateral of $40.6 billion and $35.8 billion at December 31, 2018 and 2017.
(4)
The Corporation had debt securities from FNMA and FHLMC that each exceeded 10 percent of shareholders’ equity, with an amortized cost of $163.6161.2 billion and $50.352.2 billion, and a fair value of $162.1158.5 billion and $50.051.4 billion at December 31, 20172018, and an amortized cost of $156.4163.6 billion and $48.750.3 billion, and a fair value of $154.4162.1 billion and $48.350.0 billion at December 31, 20162017.
(3)(5) 
Classified in other assets on the Consolidated Balance Sheet.
(4)
Represents AFS debt securities of business held for sale. In 2017, the Corporation sold its non-U.S. consumer credit card business.
At December 31, 2017,2018, the accumulated net unrealized loss on AFS debt securities included in accumulated OCI was $1.2$3.7 billion, net of the related income tax benefit of $872 million. At December 31, 2017 and 2016, the$1.2 billion. The Corporation had nonperforming AFS debt securities of $11 million and $99 million at December 31, 2018 and $121 million.2017.
Effective January 1, 2018, the Corporation adopted an accounting standard applicable to equity securities. For additional information, see Note 1 – Summary of Significant Accounting Principles. At December 31, 2018, the Corporation held equity securities at an aggregate fair value of $893 million and other equity securities, as valued under the measurement alternative,
 
at cost of $219 million, both of which are included in other assets. At December 31, 2018, the Corporation also held equity securities at fair value of $1.2 billion included in time deposits placed and other short-term investments.
The following table presents the components of other debt securities carried at fair value where the changes in fair value are reported in other income. In 2017,2018, the Corporation recorded unrealized mark-to-market net losses of $73 million and realized net gains of $140 million, and unrealized mark-to-market net gains of $243 million and realized net losses of $49 million compared to unrealized mark-to-market net gains of $51 million and realized net losses of $128 million in 2016.2017. These amounts exclude hedge results.



  
Bank of America 20171222018 108



      
Other Debt Securities Carried at Fair Value
  
December 31December 31
(Dollars in millions)2017 20162018 2017
Mortgage-backed securities:   
Agency-collateralized mortgage obligations$5
 $5
Non-agency residential2,764
 3,139
Total mortgage-backed securities2,769
 3,144
Mortgage-backed securities$1,606
 $2,769
U.S. Treasury and agency securities1,282
 
Non-U.S. securities (1)
9,488
 16,336
5,844
 9,488
Other taxable securities, substantially all asset-backed securities229
 240
3
 229
Total$12,486
 $19,720
$8,735
 $12,486
(1) 
These securities are primarily used to satisfy certain international regulatory liquidity requirements.
 
The gross realized gains and losses on sales of AFS debt securities for 2018, 2017 2016 and 20152016 are presented in the table below.
          
Gains and Losses on Sales of AFS Debt Securities
        
(Dollars in millions)2017 2016 20152018 2017 2016
Gross gains$352
 $520
 $1,174
$169
 $352
 $520
Gross losses(97) (30) (36)(15) (97) (30)
Net gains on sales of AFS debt securities$255
 $490
 $1,138
$154
 $255
 $490
Income tax expense attributable to realized net gains on sales of AFS debt securities$97
 $186
 $432
$37
 $97
 $186
The table below presents the fair value and the associated gross unrealized losses on AFS debt securities and whether these securities have had gross unrealized losses for less than 12 months or for 12 months or longer at December 31, 20172018 and 2016.2017.
                      
Temporarily Impaired and Other-than-temporarily Impaired AFS Debt SecuritiesTemporarily Impaired and Other-than-temporarily Impaired AFS Debt Securities      Temporarily Impaired and Other-than-temporarily Impaired AFS Debt Securities      
  
Less than Twelve Months Twelve Months or Longer TotalLess than Twelve Months Twelve Months or Longer Total
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses
(Dollars in millions)December 31, 2017December 31, 2018
Temporarily impaired AFS debt securities                      
Mortgage-backed securities:                      
Agency$73,535
 $(352) $72,612
 $(1,344) $146,147
 $(1,696)$14,771
 $(49) $99,211
 $(3,379) $113,982
 $(3,428)
Agency-collateralized mortgage obligations2,743
 (29) 1,684
 (52) 4,427
 (81)3
 
 4,452
 (110) 4,455
 (110)
Commercial5,575
 (50) 4,586
 (158) 10,161
 (208)1,344
 (8) 11,991
 (394) 13,335
 (402)
Non-agency residential335
 (7) 
 
 335
 (7)106
 (8) 49
 (3) 155
 (11)
Total mortgage-backed securities82,188
 (438) 78,882
 (1,554) 161,070
 (1,992)16,224
 (65) 115,703
 (3,886) 131,927
 (3,951)
U.S. Treasury and agency securities27,537
 (251) 24,035
 (767) 51,572
 (1,018)288
 (1) 51,374
 (1,377) 51,662
 (1,378)
Non-U.S. securities772
 (1) 
 
 772
 (1)773
 (5) 21
 (1) 794
 (6)
Other taxable securities, substantially all asset-backed securities
 
 92
 (2) 92
 (2)183
 (1) 185
 (5) 368
 (6)
Total taxable securities110,497
 (690) 103,009
 (2,323) 213,506
 (3,013)17,468
 (72) 167,283
 (5,269) 184,751
 (5,341)
Tax-exempt securities1,090
 (2) 7,100
 (102) 8,190
 (104)232
 (2) 2,148
 (70) 2,380
 (72)
Total temporarily impaired AFS debt securities111,587
 (692) 110,109
 (2,425) 221,696
 (3,117)17,700
 (74) 169,431
 (5,339) 187,131
 (5,413)
Other-than-temporarily impaired AFS debt securities (1)
                      
Non-agency residential mortgage-backed securities58
 (1) 
 
 58
 (1)131
 
 3
 
 134
 
Total temporarily impaired and other-than-temporarily impaired
AFS debt securities
$111,645
 $(693) $110,109
 $(2,425) $221,754
 $(3,118)$17,831
 $(74) $169,434
 $(5,339) $187,265
 $(5,413)
��                     
December 31, 2016December 31, 2017
Temporarily impaired AFS debt securities                      
Mortgage-backed securities:                      
Agency$135,210
 $(1,846) $3,770
 $(117) $138,980
 $(1,963)$73,535
 $(352) $72,612
 $(1,344) $146,147
 $(1,696)
Agency-collateralized mortgage obligations3,229
 (25) 1,028
 (26) 4,257
 (51)2,743
 (29) 1,684
 (52) 4,427
 (81)
Commercial9,018
 (293) 
 
 9,018
 (293)5,575
 (50) 4,586
 (158) 10,161
 (208)
Non-agency residential212
 (1) 204
 (13) 416
 (14)335
 (7) 
 
 335
 (7)
Total mortgage-backed securities147,669
 (2,165) 5,002
 (156) 152,671
 (2,321)82,188
 (438) 78,882
 (1,554) 161,070
 (1,992)
U.S. Treasury and agency securities28,462
 (752) 
 
 28,462
 (752)27,537
 (251) 24,035
 (767) 51,572
 (1,018)
Non-U.S. securities52
 (1) 142
 (2) 194
 (3)772
 (1) 
 
 772
 (1)
Other taxable securities, substantially all asset-backed securities762
 (5) 1,438
 (18) 2,200
 (23)
 
 92
 (2) 92
 (2)
Total taxable securities176,945
 (2,923) 6,582
 (176) 183,527
 (3,099)110,497
 (690) 103,009
 (2,323) 213,506
 (3,013)
Tax-exempt securities4,782
 (148) 1,873
 (36) 6,655
 (184)1,090
 (2) 7,100
 (102) 8,190
 (104)
Total temporarily impaired AFS debt securities181,727
 (3,071) 8,455
 (212) 190,182
 (3,283)111,587
 (692) 110,109
 (2,425) 221,696
 (3,117)
Other-than-temporarily impaired AFS debt securities (1)
                      
Non-agency residential mortgage-backed securities94
 (1) 401
 (16) 495
 (17)58
 (1) 
 
 58
 (1)
Total temporarily impaired and other-than-temporarily impaired
AFS debt securities
$181,821
 $(3,072) $8,856
 $(228) $190,677
 $(3,300)$111,645
 $(693) $110,109
 $(2,425) $221,754
 $(3,118)
(1) 
Includes OTTIother than temporarily impaired AFS debt securities on which an OTTI loss, primarily related to changes in interest rates, remains in accumulated OCI.


123109Bank of America 20172018

  







TheIn 2018, 2017 and 2016, the Corporation had $33 million, $41 million, and $19 million, and $81 millionrespectively, of credit-related OTTI losses on AFS debt securities thatwhich were recognized in other income in 2017, 2016 and 2015, respectfully.income. The amount of noncredit-related OTTI losses which is recognized in OCI was insignificantnot significant for all periods presented.
The cumulative OTTI credit loss component of OTTI losses that have been recognized in income related toon AFS debt securities that the Corporation does not intend to sell waswere $120 million, $274 million $253 million and $266$253 million at December 31, 2018, 2017 and 2016, and 2015, respectfully.respectively.
The Corporation estimates the portion of a loss on a security that is attributable to credit using a discounted cash flow model and estimates the expected cash flows of the underlying collateral using internal credit, interest rate and prepayment risk models that incorporate management’s best estimate of current key assumptions such as default rates, loss severity and prepayment rates. Assumptions used for the underlying loans that support the MBS can vary widely from loan to loan and are influenced by such factors as loan interest rate, geographic location of the borrower, borrower characteristics and collateral type. Based on these assumptions, the Corporation then determines how the underlying collateral cash flows will be distributed to each MBS issued from the applicable special purpose entity. Expected principal and interest cash flows on an impaired AFS debt security are discounted using the effective yield of each individual impaired AFS debt security.
Significant assumptions used in estimating the expected cash flows for measuring credit losses on non-agency residential mortgage-backed securities (RMBS) were as follows at December 31, 2017.2018.
      
Significant Assumptions
    
   
Range (1)
 Weighted
average
 
10th
Percentile (2)
 
90th
Percentile (2)
Prepayment speed12.9% 3.3% 21.5%
Loss severity19.8
 8.5
 36.4
Life default rate16.9
 1.4
 64.4
      
Significant Assumptions
    
   
Range (1)
 Weighted-
average
 
10th
Percentile (2)
 
90th
Percentile (2)
Prepayment speed12.4% 3.0% 21.3%
Loss severity20.2
 9.1
 36.7
Life default rate20.9
 1.2
 76.6
(1) 
Represents the range of inputs/assumptions based upon the underlying collateral.
(2) 
The value of a variable below which the indicated percentile of observations will fall.
Annual constant prepayment speed and loss severity rates are projected considering collateral characteristics such as LTV, creditworthiness of borrowers as measured using Fair Isaac Corporation (FICO) scores, and geographic concentrations. The weighted-average severity by collateral type was 17.516.0 percent for prime, 18.116.6 percent for Alt-A and 29.025.6 percent for subprime at December 31, 2017.2018. Default rates are projected by considering collateral characteristics including, but not limited to, LTV, FICO and geographic concentration. Weighted-average life default rates by collateral type were 16.914.7 percent for prime, 21.416.6 percent for Alt-A and 21.619.1 percent for subprime at December 31, 2017.

Bank of America 2017124


2018.
The remaining contractual maturity distribution and yields of the Corporation’s debt securities carried at fair value and HTM debt securities at December 31, 20172018 are summarized in the table below. Actual duration and yields may differ as prepayments on the loans underlying the mortgages or other ABS are passed through to the Corporation.
                                      
Maturities of Debt Securities Carried at Fair Value and Held-to-maturity Debt Securities
                   
Due in One
Year or Less
 
Due after One Year
through Five Years
 
Due after Five Years
through Ten Years
 
Due after
Ten Years
 Total                   
Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
Due in One
Year or Less
 
Due after One Year
through Five Years
 
Due after Five Years
through Ten Years
 
Due after
Ten Years
 Total
(Dollars in millions)December 31, 2017Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
Amortized cost of debt securities carried at fair value 
  
  
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
  
  
Mortgage-backed securities: 
  
  
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
  
  
Agency$5
 4.20% $28
 3.69% $555
 2.57% $193,531
 3.22% $194,119
 3.22%$
 % $114
 2.42% $1,245
 2.39% $123,757
 3.34% $125,116
 3.33%
Agency-collateralized mortgage obligations
 
 
 
 33
 2.52
 6,817
 3.18
 6,850
 3.18

 
 
 
 30
 2.50
 5,591
 3.17
 5,621
 3.17
Commercial54
 7.45
 974
 1.98
 11,866
 2.43
 970
 2.78
 13,864
 2.44
198
 1.78
 2,467
 2.36
 10,976
 2.53
 828
 2.96
 14,469
 2.52
Non-agency residential
 
 
 
 24
 0.01
 4,955
 9.32
 4,979
 9.28

 
 
 
 14
 
 3,268
 9.88
 3,282
 9.84
Total mortgage-backed securities59
 7.18
 1,002
 2.03
 12,478
 2.43
 206,273
 3.36
 219,812
 3.31
198
 1.78
 2,581
 2.36
 12,265
 2.51
 133,444
 3.49
 148,488
 3.39
U.S. Treasury and agency securities490
 0.39
 23,395
 1.42
 30,615
 2.03
 23
 2.52
 54,523
 1.75
670
 0.78
 33,659
 1.48
 23,159
 2.36
 21
 2.57
 57,509
 1.83
Non-U.S. securities13,832
 1.02
 2,111
 0.97
 48
 0.72
 167
 6.60
 16,158
 1.07
14,318
 1.30
 682
 1.88
 21
 4.43
 121
 6.57
 15,142
 1.37
Other taxable securities, substantially all asset-backed securities1,979
 2.53
 2,029
 3.02
 1,151
 3.22
 751
 4.74
 5,910
 3.11
1,591
 3.34
 2,022
 3.54
 688
 3.48
 86
 5.59
 4,387
 3.49
Total taxable securities16,360
 1.21
 28,537
 1.52
 44,292
 2.17
 207,214
 3.37
 296,403
 2.89
16,777
 1.48
 38,944
 1.66
 36,133
 2.43
 133,672
 3.49
 225,526
 2.85
Tax-exempt securities1,327
 1.81
 6,927
 1.88
 9,132
 1.79
 3,155
 1.84
 20,541
 1.83
938
 2.59
 7,526
 2.59
 6,162
 2.44
 2,723
 2.55
 17,349
 2.53
Total amortized cost of debt securities carried at fair value$17,687
 1.25
 $35,464
 1.59
 $53,424
 2.11
 $210,369
 3.35
 $316,944
 2.82
$17,715
 1.54
 $46,470
 1.81
 $42,295
 2.43
 $136,395
 3.47
 $242,875
 2.83
Amortized cost of HTM debt securities (2)
$1
 5.82
 $71
 3.06
 $1,144
 2.65
 $123,797
 3.03
 $125,013
 3.03
$657
 5.78
 $18
 3.93
 $1,475
 2.89
 $201,502
 3.23
 $203,652
 3.24
                                      
Debt securities carried at fair value 
  
  
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
  
  
Mortgage-backed securities: 
  
  
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
  
  
Agency$5
  
 $28
  
 $555
  
 $192,341
  
 $192,929
  
$
  
 $114
  
 $1,219
  
 $120,493
  
 $121,826
  
Agency-collateralized mortgage obligations
  
 
  
 32
  
 6,777
  
 6,809
  

  
 
  
 29
  
 5,501
  
 5,530
  
Commercial54
  
 969
  
 11,703
  
 958
  
 13,684
  
198
  
 2,425
  
 10,656
  
 799
  
 14,078
  
Non-agency residential
  
 
  
 33
  
 5,400
  
 5,433
  

  
 
  
 24
  
 3,499
  
 3,523
  
Total mortgage-backed securities59
   997
   12,323
   205,476
   218,855
  198
   2,539
   11,928
   130,292
   144,957
  
U.S. Treasury and agency securities491
   22,898
   30,111
   23
   53,523
  669
   32,694
   22,821
   21
   56,205
  
Non-U.S. securities13,830
  
 2,115
  
 48
  
 172
  
 16,165
  
14,315
  
 692
  
 19
  
 124
  
 15,150
  
Other taxable securities, substantially all asset-backed securities1,981
  
 2,006
  
 1,184
  
 828
  
 5,999
  
1,585
  
 2,043
  
 698
  
 87
  
 4,413
  
Total taxable securities16,361
  
 28,016
  
 43,666
  
 206,499
  
 294,542
  
16,767
  
 37,968
  
 35,466
  
 130,524
  
 220,725
  
Tax-exempt securities1,326
  
 6,934
  
 9,162
  
 3,153
  
 20,575
  
936
  
 7,537
  
 6,184
  
 2,719
  
 17,376
  
Total debt securities carried at fair value$17,687
  
 $34,950
  
 $52,828
  
 $209,652
  
 $315,117
  
$17,703
  
 $45,505
  
 $41,650
  
 $133,243
  
 $238,101
  
Fair value of HTM debt securities (2)
$1
   $71
   $1,117
   $122,110
   $123,299
  $657
   $18
   $1,429
   $198,331
   $200,435
  
(1) 
The weighted average yield is computed based on a constant effective interest rate over the contractual life of each security. The average yield considers the contractual coupon and the amortization of premiums and accretion of discounts, excluding the effect of related hedging derivatives.
(2) 
Substantially all U.S. agency MBS.



125Bank of America 20172018 110




NOTE 45Outstanding Loans and Leases
The following tables present total outstanding loans and leases and an aging analysis for the Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, at December 31, 20172018 and 2016.
In 2017, the Corporation sold its non-U.S. consumer credit card business. This business, which at December 31, 2016 included
$9.2 billion of non-U.S. credit card loans and the related allowance for loan and lease losses of $243 million, was presented in assets of business held for sale on the Consolidated Balance Sheet. In this Note, all applicable amounts for December 31, 2016 include these balances, unless otherwise noted. For more information, see Note 1 – Summary of Significant Accounting Principles.
2017.
                              
30-59 Days Past Due (1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due (2)
 
Total Past
Due 30 Days
or More
 
Total Current or Less Than 30 Days Past Due (3)
 
Purchased
Credit-impaired
(4)
 Loans Accounted for Under the Fair Value Option 
Total
Outstandings
30-59 Days Past Due (1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due (2)
 
Total Past
Due 30 Days
or More
 
Total Current or Less Than 30 Days Past Due (3)
 
Purchased
Credit-impaired
(4)
 Loans Accounted for Under the Fair Value Option 
Total
Outstandings
(Dollars in millions)December 31, 2017December 31, 2018
Consumer real estate 
    
  
  
  
  
  
 
    
  
  
  
  
  
Core portfolio                              
Residential mortgage$1,242
 $321
 $1,040
 $2,603
 $174,015
     $176,618
$1,188
 $249
 $793
 $2,230
 $191,465
     $193,695
Home equity215
 108
 473
 796
 43,449
     44,245
200
 85
 387
 672
 39,338
     40,010
Non-core portfolio                              
Residential mortgage (5)
1,028
 468
 3,535
 5,031
 14,161
 $8,001
   27,193
624
 268
 2,012
 2,904
 8,158
 $3,800
   14,862
Home equity224
 121
 572
 917
 9,866
 2,716
   13,499
119
 60
 287
 466
 6,965
 845
   8,276
Credit card and other consumer                              
U.S. credit card542
 405
 900
 1,847
 94,438
     96,285
577
 418
 994
 1,989
 96,349
     98,338
Direct/Indirect consumer (6)(5)
320
 102
 43
 465
 93,365
     93,830
317
 90
 40
 447
 90,719
     91,166
Other consumer (7)(6)
10
 2
 1
 13
 2,665
     2,678

 
 
 
 202
     202
Total consumer3,581
 1,527
 6,564
 11,672
 431,959
 10,717
   454,348
3,025
 1,170
 4,513
 8,708
 433,196
 4,645
   446,549
Consumer loans accounted for under the fair value option (8)(7)
 
  
  
  
  
  
 $928
 928
 
  
  
  
  
  
 $682
 682
Total consumer loans and leases3,581
 1,527
 6,564
 11,672
 431,959
 10,717
 928
 455,276
3,025
 1,170
 4,513
 8,708
 433,196
 4,645
 682
 447,231
Commercial                              
U.S. commercial547
 244
 425
 1,216
 283,620
     284,836
594
 232
 573
 1,399
 297,878
     299,277
Non-U.S. commercial52
 1
 3
 56
 97,736
     97,792
1
 49
 
 50
 98,726
     98,776
Commercial real estate (9)(8)
48
 10
 29
 87
 58,211
     58,298
29
 16
 14
 59
 60,786
     60,845
Commercial lease financing110
 68
 26
 204
 21,912
     22,116
124
 114
 37
 275
 22,259
     22,534
U.S. small business commercial95
 45
 88
 228
 13,421
     13,649
83
 54
 96
 233
 14,332
     14,565
Total commercial852
 368
 571
 1,791
 474,900
     476,691
831
 465
 720
 2,016
 493,981
     495,997
Commercial loans accounted for under the fair value option (8)(7)
 
  
  
  
  
  
 4,782
 4,782
 
  
  
  
  
  
 3,667
 3,667
Total commercial loans and leases852
 368
 571
 1,791
 474,900
   4,782
 481,473
831
 465
 720
 2,016
 493,981
   3,667
 499,664
Total loans and leases (10)
$4,433
 $1,895
 $7,135
 $13,463
 $906,859
 $10,717
 $5,710
 $936,749
Total loans and leases (9)
$3,856
 $1,635
 $5,233
 $10,724
 $927,177
 $4,645
 $4,349
 $946,895
Percentage of outstandings0.48% 0.20% 0.76% 1.44% 96.81% 1.14% 0.61% 100.00%0.41% 0.17% 0.55% 1.13% 97.92% 0.49% 0.46% 100.00%
(1) 
Consumer real estate loans 30-59 days past due includes fully-insured loans of $850637 million and nonperforming loans of $253217 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $386269 million and nonperforming loans of $195146 million.
(2) 
Consumer real estate includes fully-insured loans of $3.21.9 billion.
(3) 
Consumer real estate includes $2.31.8 billion and direct/indirect consumer includes $4353 million of nonperforming loans.
(4) 
PCI loan amounts are shown gross of the valuation allowance.
(5) 
Total outstandings includes pay option loans of $1.4 billion. The Corporation no longer originates this product.
(6)
Total outstandings includes auto and specialty lending loans and leases of $49.950.1 billion, unsecured consumer lending loans of $469383 million, U.S. securities-based lending loans of $39.837.0 billion, non-U.S. consumer loans of $3.02.9 billion and other consumer loans of $684746 million.
(7)(6) 
Total outstandings includesSubstantially all of other consumer leases of $2.5 billion andis consumer overdrafts of $163 million.
overdrafts.
(8)(7) 
Consumer loans accounted for under the fair value option includes residential mortgage loans of $567336 million and home equity loans of $361346 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.62.5 billion and non-U.S. commercial loans of $2.21.1 billion. For moreadditional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(9)(8) 
Total outstandings includes U.S. commercial real estate loans of $54.856.6 billion and non-U.S. commercial real estate loans of $3.54.2 billion.
(10)(9) 
Total outstandings includes loans and leases pledged as collateral of $36.7 billion. The Corporation also pledged $160.3166.1 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank (FHLB). This amount is not included in the parenthetical disclosure of loans and leases pledged as collateral on the Consolidated Balance Sheet as there were no related outstanding borrowings.


111Bank of America 20171262018







                
 
30-59 Days
Past Due
(1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due
(2)
 Total Past
Due 30 Days
or More
 
Total
Current or
Less Than
30 Days
Past Due (3)
 
Purchased
Credit-impaired
(4)
 
Loans
Accounted
for Under
the Fair
Value Option
 Total Outstandings
(Dollars in millions)December 31, 2017
Consumer real estate 
    
  
  
  
  
  
Core portfolio               
Residential mortgage$1,242
 $321
 $1,040
 $2,603
 $174,015
    
 $176,618
Home equity215
 108
 473
 796
 43,449
    
 44,245
Non-core portfolio   
  
  
  
  
  
  
Residential mortgage1,028
 468
 3,535
 5,031
 14,161
 $8,001
  
 27,193
Home equity224
 121
 572
 917
 9,866
 2,716
  
 13,499
Credit card and other consumer   
  
  
  
  
  
  
U.S. credit card542
 405
 900
 1,847
 94,438
    
 96,285
Direct/Indirect consumer (5)
330
 104
 44
 478
 95,864
    
 96,342
Other consumer (6)

 
 
 
 166
    
 166
Total consumer3,581
 1,527
 6,564
 11,672
 431,959
 10,717
  
454,348
Consumer loans accounted for under the fair value option (7)
            $928

928
Total consumer loans and leases3,581
 1,527
 6,564
 11,672
 431,959
 10,717
 928
 455,276
Commercial   
  
  
  
  
  
  
U.S. commercial547
 244
 425
 1,216
 283,620
    
 284,836
Non-U.S. commercial52
 1
 3
 56
 97,736
    
 97,792
Commercial real estate (8)
48
 10
 29
 87
 58,211
    
 58,298
Commercial lease financing110
 68
 26
 204
 21,912
    
 22,116
U.S. small business commercial95
 45
 88
 228
 13,421
    
 13,649
Total commercial852
 368
 571
 1,791
 474,900
    
 476,691
Commercial loans accounted for under the fair value option (7)
            4,782
 4,782
Total commercial loans and leases852
 368
 571
 1,791
 474,900
   4,782
 481,473
Total loans and leases (9)
$4,433
 $1,895
 $7,135
 $13,463
 $906,859
 $10,717
 $5,710
 $936,749
Percentage of outstandings0.48% 0.20% 0.76% 1.44% 96.81% 1.14% 0.61% 100.00%
                
 
30-59 Days
Past Due
(1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due
(2)
 Total Past
Due 30 Days
or More
 
Total
Current or
Less Than
30 Days
Past Due (3)
 
Purchased
Credit-impaired
(4)
 
Loans
Accounted
for Under
the Fair
Value Option
 Total Outstandings
(Dollars in millions)December 31, 2016
Consumer real estate 
    
  
  
  
  
  
Core portfolio               
Residential mortgage$1,340
 $425
 $1,213
 $2,978
 $153,519
 

  
 $156,497
Home equity239
 105
 451
 795
 48,578
 

  
 49,373
Non-core portfolio   
  
  
  
  
  
  
Residential mortgage (5)
1,338
 674
 5,343
 7,355
 17,818
 $10,127
  
 35,300
Home equity260
 136
 832
 1,228
 12,231
 3,611
  
 17,070
Credit card and other consumer   
  
  
  
  
  
  
U.S. credit card472
 341
 782
 1,595
 90,683
    
 92,278
Non-U.S. credit card37
 27
 66
 130
 9,084
    
 9,214
Direct/Indirect consumer (6)
272
 79
 34
 385
 93,704
    
 94,089
Other consumer (7)
26
 8
 6
 40
 2,459
    
 2,499
Total consumer3,984
 1,795
 8,727
 14,506
 428,076
 13,738
  
456,320
Consumer loans accounted for under the fair value option (8)
            $1,051

1,051
Total consumer loans and leases3,984
 1,795
 8,727
 14,506
 428,076
 13,738
 1,051
 457,371
Commercial   
  
  
  
  
  
  
U.S. commercial952
 263
 400
 1,615
 268,757
    
 270,372
Non-U.S. commercial348
 4
 5
 357
 89,040
    
 89,397
Commercial real estate (9)
20
 10
 56
 86
 57,269
    
 57,355
Commercial lease financing167
 21
 27
 215
 22,160
    
 22,375
U.S. small business commercial96
 49
 84
 229
 12,764
    
 12,993
Total commercial1,583
 347
 572
 2,502
 449,990
    
 452,492
Commercial loans accounted for under the fair value option (8)
            6,034
 6,034
Total commercial loans and leases1,583
 347
 572
 2,502
 449,990
   6,034
 458,526
Total consumer and commercial loans and leases (10) 
$5,567
 $2,142
 $9,299
 $17,008
 $878,066
 $13,738
 $7,085
 $915,897
Less: Loans of business held for sale (10)
              (9,214)
Total loans and leases (11)
              $906,683
Percentage of outstandings (10)
0.61% 0.23% 1.02% 1.86% 95.87% 1.50% 0.77% 100.00%

(1) 
Consumer real estate loans 30-59 days past due includes fully-insured loans of $1.1 billion850 million and nonperforming loans of $266253 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $547386 million and nonperforming loans of $216195 million.
(2) 
Consumer real estate includes fully-insured loans of $4.83.2 billion.
(3) 
Consumer real estate includes $2.52.3 billion and direct/indirect consumer includes $2743 million of nonperforming loans.
(4) 
PCI loan amounts are shown gross of the valuation allowance.
(5) 
Total outstandings includes pay option loans of $1.8 billion. The Corporation no longer originates this product.
(6)
Total outstandings includes auto and specialty lending loans and leases of $48.952.4 billion, unsecured consumer lending loans of $585469 million, U.S. securities-based lending loans of $40.139.8 billion, non-U.S. consumer loans of $3.0 billion, student loans of $497 million and other consumer loans of $1.1 billion684 million.
(7)(6) 
Total outstandings includesSubstantially all of other consumer finance loans of $465 million,is consumer leases of $1.9 billion and consumer overdrafts of $157 million.
overdrafts.
(8)(7) 
Consumer loans accounted for under the fair value option includes residential mortgage loans of $710567 million and home equity loans of $341361 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.92.6 billion and non-U.S. commercial loans of $3.12.2 billion. For moreadditional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(9)(8) 
Total outstandings includes U.S. commercial real estate loans of $54.354.8 billion and non-U.S. commercial real estate loans of $3.13.5 billion.
(10)(9) 
Includes non-U.S. credit card loans, which were included in assets of business held for sale on the Consolidated Balance Sheet.
(11)
Total outstandings includes loans and leases pledged as collateral of $40.1 billion. The Corporation also pledged $143.1160.3 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and FHLB. This amount is not included in the parenthetical disclosure of loans and leases pledged as collateral on the Consolidated Balance Sheet as there were no related outstanding borrowings.
The Corporation categorizes consumer real estate loans as core and non-core based on loan and customer characteristics such as origination date, product type, LTV, FICO score and delinquency status consistent with its current consumer and mortgage servicing strategy. Generally, loans that were originated after January 1, 2010, qualified under government-sponsored enterprise (GSE) underwriting guidelines, or otherwise met the Corporation’s underwriting guidelines in place in 2015 are characterized as core loans. All other loans are generally characterized as non-core loans and represent run-offrunoff portfolios.
The Corporation has entered into long-term credit protection agreements with FNMA and FHLMC on loans totaling $6.1 billion and $6.3 billion and $6.4 billion at December 31, 20172018 and 2016,2017, providing full credit protection on residential mortgage loans that become severely delinquent. All of these loans are individually insured and therefore the Corporation does not record an allowance for credit losses related to these loans.
During 2018, the Corporation sold $11.6 billion of consumer real estate loans compared to $4.0 billion in 2017. In addition to recurring loan sales, the 2018 amount includes sales of loans, primarily non-core, with a carrying value of $9.6 billion and related gains of $731 million recorded in other income in the Consolidated Statement of Income.
 
Nonperforming Loans and Leases
The Corporation classifies junior-lien home equity loans as nonperforming when the first-lien loan becomes 90 days past due even if the junior-lien loan is performing. At December 31, 2018 and 2017, and 2016, $330$221 million and $428$330 million of such junior-lien home equity loans were included in nonperforming loans.
The Corporation classifies consumer real estate loans that have been discharged in Chapter 7 bankruptcy and not reaffirmed by the borrower as TDRs, irrespective of payment history or delinquency status, even if the repayment terms for the loan have not been otherwise modified. The Corporation continues to have a lien on the underlying collateral. At December 31, 2017,2018, nonperforming loans discharged in Chapter 7 bankruptcy with no change in repayment terms were $358$185 million of which $209$98 million were current on their contractual payments, while $124$70 million were 90 days or more past due. Of the contractually current nonperforming loans, 6663 percent were discharged in Chapter 7 bankruptcy over 12 months ago, and 55 percent were discharged 24 months or more ago.


127Bank of America 20172018 112




bankruptcy over 12 months ago, and 57 percent were discharged 24 months or more ago.
During 2017,2018, the Corporation sold nonperforming and other delinquentPCI consumer real estate loans with a carrying value of $5.3 billion, including $4.4 billion of PCI loans, compared to $1.3 billion, including $803 million of PCI loans, compared to $2.2 billion, including $549 million of PCI loans, in 2016. The Corporation recorded net recoveries of $105 million related to these sales during 2017 and net charge-offs of $30 million during 2016. Gains related to these sales of $57 million and $75 million were recorded in other income in the Consolidated Statement of Income during 2017 and 2016. In 2017 and 2016, the Corporation
2017.
transferred consumer nonperforming loans with a net carrying value of $198 million and $55 million to held-for-sale.
The table below presents the Corporation’s nonperforming loans and leases including nonperforming TDRs,
and loans accruing past due 90 days or more at December 31, 20172018 and 2016.2017. Nonperforming LHFS are excluded from nonperforming loans and leases as they are recorded at either fair value or the lower of cost or fair value. For more information on the criteria for classification as nonperforming, see Note 1 – Summary of Significant Accounting Principles.

              
Credit QualityCredit Quality  Credit Quality  
              
Nonperforming Loans
and Leases
 
Accruing Past Due
90 Days or More
Nonperforming Loans
and Leases
 
Accruing Past Due
90 Days or More
December 31
2017
December 31
(Dollars in millions)2017 2016 2017 20162018 2017 2018 2017
Consumer real estate 
  
  
  
 
  
  
  
Core portfolio              
Residential mortgage (1)
$1,087
 $1,274
 $417
 $486
$1,010
 $1,087
 $274
 $417
Home equity1,079
 969
 
 
955
 1,079
 
 
Non-core portfolio 
  
  
   
  
  
  
Residential mortgage (1)
1,389
 1,782
 2,813
 4,307
883
 1,389
 1,610
 2,813
Home equity1,565
 1,949
 
 
938
 1,565
 
 
Credit card and other consumer 
  
     
  
    
U.S. credit cardn/a
 n/a
 900
 782
n/a
 n/a
 994
 900
Non-U.S. credit cardn/a
 n/a
 
 66
Direct/Indirect consumer46
 28
 40
 34
56
 46
 38
 40
Other consumer
 2
 
 4
Total consumer5,166
 6,004
 4,170
 5,679
3,842
 5,166
 2,916
 4,170
Commercial 
  
  
  
 
  
  
  
U.S. commercial814
 1,256
 144
 106
794
 814
 197
 144
Non-U.S. commercial299
 279
 3
 5
80
 299
 
 3
Commercial real estate112
 72
 4
 7
156
 112
 4
 4
Commercial lease financing24
 36
 19
 19
18
 24
 29
 19
U.S. small business commercial55
 60
 75
 71
54
 55
 84
 75
Total commercial1,304
 1,703
 245
 208
1,102
 1,304
 314
 245
Total loans and leases$6,470
 $7,707
 $4,415
 $5,887
$4,944
 $6,470
 $3,230
 $4,415
(1) 
Residential mortgage loans in the core and non-core portfolios accruing past due 90 days or more are fully-insured loans. At December 31, 20172018 and 20162017, residential mortgage includes $1.4 billion and $2.2 billion and $3.0 billion of loans on which interest has been curtailed by the FHA and therefore are no longer accruing interest, although principal is still insured, and $498 million and $1.0 billion and $1.8 billion of loans on which interest is still accruing.
n/a = not applicable

Credit Quality Indicators
The Corporation monitors credit quality within its Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments based on primary credit quality indicators. For more information on the portfolio segments, see Note 1 – Summary of Significant Accounting Principles. Within the Consumer Real Estate portfolio segment, the primary credit quality indicators are refreshed LTV and refreshed FICO score. Refreshed LTV measures the carrying value of the loan as a percentage of the value of the property securing the loan, refreshed quarterly. Home equity loans are evaluated using CLTV which measures the carrying value of the Corporation’s loan and available line of credit combined with any outstanding senior liens against the property as a percentage of the value of the property securing the loan, refreshed quarterly. FICO score measures the creditworthiness of the borrower based on the financial obligations of the borrower and the borrower’s credit history. FICO scores are typically refreshed quarterly or more
 
frequently. Certain borrowers (e.g., borrowers that have had debts discharged in a bankruptcy proceeding) may not have their FICO scores updated. FICO scores are also a primary credit quality indicator for the Credit Card and Other Consumer portfolio segment and the business card portfolio within U.S. small business commercial. Within the Commercial portfolio segment, loans are evaluated using the internal classifications of pass rated or reservable criticized as the primary credit quality indicators. The term reservable criticized refers to those commercial loans that are internally classified or listed by the Corporation as Special Mention, Substandard or Doubtful, which are asset quality categories defined by regulatory authorities. These assets have an elevated level of risk and may have a high probability of default or total loss. Pass rated refers to all loans not considered reservable criticized. In addition to these primary credit quality indicators, the Corporation uses other credit quality indicators for certain types of loans.



113Bank of America 20171282018







The following tables present certain credit quality indicators for the Corporation’s Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, at December 31, 20172018 and 2016.2017.
                      
Consumer Real Estate – Credit Quality Indicators (1)
Consumer Real Estate – Credit Quality Indicators (1)
Consumer Real Estate – Credit Quality Indicators (1)
                      
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage PCI (3)
 
Core Home Equity (2)
 
Non-core Home Equity (2)
 
Home
Equity PCI
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage
PCI
 
Core Home Equity (2)
 
Non-core Home
Equity (2)
 
Home
Equity PCI
(Dollars in millions)December 31, 2017December 31, 2018
Refreshed LTV (4)(3)
 
  
  
  
     
  
  
  
    
Less than or equal to 90 percent$153,669
 $12,135
 $6,872
 $43,048
 $7,944
 $1,781
$173,911
 $6,861
 $3,411
 $39,246
 $5,870
 $608
Greater than 90 percent but less than or equal to 100 percent3,082
 850
 559
 549
 1,053
 412
2,349
 340
 193
 354
 603
 112
Greater than 100 percent1,322
 1,011
 570
 648
 1,786
 523
817
 349
 196
 410
 958
 125
Fully-insured loans (5)
18,545
 5,196
 
 
 
 
Fully-insured loans (4)
16,618
 3,512
        
Total consumer real estate$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
$193,695
 $11,062
 $3,800
 $40,010
 $7,431
 $845
Refreshed FICO score                      
Less than 620$2,234
 $2,390
 $1,941
 $1,169
 $2,098
 $452
$2,125
 $1,264
 $710
 $1,064
 $1,325
 $178
Greater than or equal to 620 and less than 6804,531
 2,086
 1,657
 2,371
 2,393
 466
4,538
 1,068
 651
 2,008
 1,575
 145
Greater than or equal to 680 and less than 74022,934
 3,519
 2,396
 8,115
 2,723
 786
23,841
 1,841
 1,201
 7,008
 1,968
 220
Greater than or equal to 740128,374
 6,001
 2,007
 32,590
 3,569
 1,012
146,573
 3,377
 1,238
 29,930
 2,563
 302
Fully-insured loans (5)
18,545
 5,196
 
 
 
 
Fully-insured loans (4)
16,618
 3,512
        
Total consumer real estate$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
$193,695
 $11,062
 $3,800
 $40,010
 $7,431
 $845
(1) 
Excludes $928682 million of loans accounted for under the fair value option.
(2) 
Excludes PCI loans.
(3) 
Includes $1.2 billion of pay option loans. The Corporation no longer originates this product.
(4)
Refreshed LTV percentages for PCI loans are calculated using the carrying value net of the related valuation allowance.
(5)(4) 
Credit quality indicators are not reported for fully-insured loans as principal repayment is insured.
          
Credit Card and Other Consumer – Credit Quality IndicatorsCredit Card and Other Consumer – Credit Quality IndicatorsCredit Card and Other Consumer – Credit Quality Indicators  
          
U.S. Credit
Card
 
Direct/Indirect
Consumer
 
Other
Consumer
U.S. Credit
Card
 
Direct/Indirect
Consumer
 Other Consumer
(Dollars in millions)December 31, 2017December 31, 2018
Refreshed FICO score 
  
  
 
  
  
Less than 620$4,730
 $1,630
 $49
$5,016
 $1,719
  
Greater than or equal to 620 and less than 68012,422
 2,000
 143
12,415
 3,124
  
Greater than or equal to 680 and less than 74035,656
 11,906
 398
35,781
 8,921
  
Greater than or equal to 74043,477
 34,838
 1,921
45,126
 36,709
  
Other internal credit metrics (1, 2)

 43,456
 167
  40,693
 $202
Total credit card and other consumer$96,285
 $93,830
 $2,678
$98,338
 $91,166
 $202
(1) 
Other internal credit metrics may include delinquency status, geography or other factors.
(2) 
Direct/indirect consumer includes $42.839.9 billion of securities-based lending which is overcollateralized and therefore has minimal credit risk.
                  
Commercial – Credit Quality Indicators (1)
Commercial – Credit Quality Indicators (1)
    
Commercial – Credit Quality Indicators (1)
    
                  
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
(Dollars in millions)December 31, 2017December 31, 2018
Risk ratings 
  
  
  
  
 
  
  
  
  
Pass rated$275,904
 $96,199
 $57,732
 $21,535
 $322
$291,918
 $97,916
 $59,910
 $22,168
 $389
Reservable criticized8,932
 1,593
 566
 581
 50
7,359
 860
 935
 366
 29
Refreshed FICO score (3)
         
         
Less than 620 
       223
 
       264
Greater than or equal to 620 and less than 680        625
        684
Greater than or equal to 680 and less than 740        1,875
        2,072
Greater than or equal to 740        3,713
        4,254
Other internal credit metrics (3, 4)
        6,841
        6,873
Total commercial$284,836
 $97,792
 $58,298
 $22,116
 $13,649
$299,277
 $98,776
 $60,845
 $22,534
 $14,565
(1) 
Excludes $4.83.7 billion of loans accounted for under the fair value option.
(2) 
U.S. small business commercial includes $709731 million of criticized business card and small business loans which are evaluated using refreshed FICO scores or internal credit metrics, including delinquency status, rather than risk ratings. At December 31, 20172018, 9899 percent of the balances where internal credit metrics are used was current or less than 30 days past due.
(3) 
Refreshed FICO score and other internal credit metrics are applicable only to the U.S. small business commercial portfolio.
(4) 
Other internal credit metrics may include delinquency status, application scores, geography or other factors.


129Bank of America 20172018 114




                      
Consumer Real Estate – Credit Quality Indicators (1)
Consumer Real Estate – Credit Quality Indicators (1)
Consumer Real Estate – Credit Quality Indicators (1)
                      
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage PCI (3)
 
Core Home Equity (2)
 
Non-core Home Equity (2)
 
Home
Equity PCI
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage
PCI
 
Core Home Equity (2)
 
Non-core Home
Equity
(2)
 
Home
Equity PCI
(Dollars in millions)December 31, 2016December 31, 2017
Refreshed LTV (4)(3)
 
  
  
  
     
  
  
  
    
Less than or equal to 90 percent$129,737
 $14,280
 $7,811
 $47,171
 $8,480
 $1,942
$153,669
 $12,135
 $6,872
 $43,048
 $7,944
 $1,781
Greater than 90 percent but less than or equal to 100 percent3,634
 1,446
 1,021
 1,006
 1,668
 630
3,082
 850
 559
 549
 1,053
 412
Greater than 100 percent1,872
 1,972
 1,295
 1,196
 3,311
 1,039
1,322
 1,011
 570
 648
 1,786
 523
Fully-insured loans (5)(4)
21,254
 7,475
 
 
 
 
18,545
 5,196
        
Total consumer real estate$156,497
 $25,173
 $10,127
 $49,373
 $13,459
 $3,611
$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
Refreshed FICO score 
  
  
  
  
  
 
  
  
  
  
  
Less than 620$2,479
 $3,198
 $2,741
 $1,254
 $2,692
 $559
$2,234
 $2,390
 $1,941
 $1,169
 $2,098
 $452
Greater than or equal to 620 and less than 6805,094
 2,807
 2,241
 2,853
 3,094
 636
4,531
 2,086
 1,657
 2,371
 2,393
 466
Greater than or equal to 680 and less than 74022,629
 4,512
 2,916
 10,069
 3,176
 1,069
22,934
 3,519
 2,396
 8,115
 2,723
 786
Greater than or equal to 740105,041
 7,181
 2,229
 35,197
 4,497
 1,347
128,374
 6,001
 2,007
 32,590
 3,569
 1,012
Fully-insured loans (5)(4)
21,254
 7,475
 
 
 
 
18,545
 5,196
        
Total consumer real estate$156,497
 $25,173
 $10,127
 $49,373
 $13,459
 $3,611
$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
(1) 
Excludes $1.1 billion928 million of loans accounted for under the fair value option.
(2) 
Excludes PCI loans.
(3) 
Includes $1.6 billion of pay option loans. The Corporation no longer originates this product.
(4)
Refreshed LTV percentages for PCI loans are calculated using the carrying value net of the related valuation allowance.
(5)(4) 
Credit quality indicators are not reported for fully-insured loans as principal repayment is insured.
            
Credit Card and Other Consumer – Credit Quality IndicatorsCredit Card and Other Consumer – Credit Quality IndicatorsCredit Card and Other Consumer – Credit Quality Indicators  
            
U.S. Credit
Card
 
Non-U.S.
Credit Card
 
Direct/Indirect
Consumer
 
Other
Consumer (1)
U.S. Credit
Card
 
Direct/Indirect
Consumer
 Other Consumer
(Dollars in millions)December 31, 2016December 31, 2017
Refreshed FICO score 
  
  
  
 
  
  
Less than 620$4,431
 $
 $1,478
 $187
$4,730
 $2,005
  
Greater than or equal to 620 and less than 68012,364
 
 2,070
 222
12,422
 4,064
  
Greater than or equal to 680 and less than 74034,828
 
 12,491
 404
35,656
 10,371
  
Greater than or equal to 74040,655
 
 33,420
 1,525
43,477
 36,445
  
Other internal credit metrics (2, 3, 4)

 9,214
 44,630
 161
Other internal credit metrics (1, 2)
  43,457
 $166
Total credit card and other consumer$92,278
 $9,214
 $94,089
 $2,499
$96,285
 $96,342
 $166
(1) 
At December 31, 2016, 19 percent of the other consumer portfolio was associated with portfolios from certain consumer finance businesses that the Corporation previously exited.
(2)
Other internal credit metrics may include delinquency status, geography or other factors.
(3)(2) 
Direct/indirect consumer includes $43.142.8 billion of securities-based lending which is overcollateralized and therefore has minimal credit risk and $499 million of loans the Corporation no longer originates, primarily student loans.
(4)
Non-U.S. credit card represents the U.K. credit card portfolio which was evaluated using internal credit metrics, including delinquency status. At December 31, 2016, 98 percent of this portfolio was current or less than 30 days past due, one percent was 30-89 days past due and one percent was 90 days or more past due.risk.
                  
Commercial – Credit Quality Indicators (1)
Commercial – Credit Quality Indicators (1)
    
Commercial – Credit Quality Indicators (1)
    
                  
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
(Dollars in millions)December 31, 2016December 31, 2017
Risk ratings 
  
  
  
  
 
  
  
  
  
Pass rated$261,214
 $85,689
 $56,957
 $21,565
 $453
$275,904
 $96,199
 $57,732
 $21,535
 $322
Reservable criticized9,158
 3,708
 398
 810
 71
8,932
 1,593
 566
 581
 50
Refreshed FICO score (3)
                  
Less than 620        200
        223
Greater than or equal to 620 and less than 680        591
        625
Greater than or equal to 680 and less than 740        1,741
        1,875
Greater than or equal to 740        3,264
        3,713
Other internal credit metrics (3, 4)
        6,673
        6,841
Total commercial$270,372
 $89,397
 $57,355
 $22,375
 $12,993
$284,836
 $97,792
 $58,298
 $22,116
 $13,649
(1) 
Excludes $6.04.8 billion of loans accounted for under the fair value option.
(2) 
U.S. small business commercial includes $755709 million of criticized business card and small business loans which are evaluated using refreshed FICO scores or internal credit metrics, including delinquency status, rather than risk ratings. At December 31, 20162017, 98 percent of the balances where internal credit metrics are used was current or less than 30 days past due.
(3) 
Refreshed FICO score and other internal credit metrics are applicable only to the U.S. small business commercial portfolio.
(4) 
Other internal credit metrics may include delinquency status, application scores, geography or other factors.



115Bank of America 20171302018







Impaired Loans and Troubled Debt Restructurings
A loan is considered impaired when, based on current information, it is probable that the Corporation will be unable to collect all amounts due from the borrower in accordance with the contractual terms of the loan. Impaired loans include nonperforming commercial loans and all consumer and commercial TDRs. Impaired loans exclude nonperforming consumer loans and nonperforming commercial leases unless they are classified as TDRs. Loans accounted for under the fair value option are also excluded. PCI loans are excluded and reported separately on page 137. For more information, see Note 1 – Summary of Significant Accounting Principles.
Consumer Real Estate
Impaired consumer real estate loans within the Consumer Real Estate portfolio segment consist entirely of TDRs. Excluding PCI loans, most modifications of consumer real estate loans meet the definition of TDRs when a binding offer is extended to a borrower. Modifications of consumer real estate loans are done in accordance with government programs or the Corporation’s proprietary programs. These modifications are considered to be TDRs if concessions have been granted to borrowers experiencing financial difficulties. Concessions may include reductions in interest rates, capitalization of past due amounts, principal and/or interest forbearance, payment extensions, principal and/or interest forgiveness, or combinations thereof.
Prior to permanently modifying a loan, the Corporation may enter into trial modifications with certain borrowers under both government and proprietary programs. Trial modifications generally represent a three- to four-month period during which the borrower makes monthly payments under the anticipated modified payment terms. Upon successful completion of the trial period, the Corporation and the borrower enter into a permanent modification. Binding trial modifications are classified as TDRs when the trial offer is made and continue to be classified as TDRs regardless of whether the borrower enters into a permanent modification.
Consumer real estate loans that have been discharged in Chapter 7 bankruptcy with no change in repayment terms and not reaffirmed by the borrower of $1.2 billion$858 million were included in TDRs at December 31, 2017,2018, of which $358$185 million were classified as nonperforming and $419$344 million were loans fully-insuredfully insured by the FHA. For more information on loans discharged in Chapter 7 bankruptcy, see Nonperforming Loans and Leases in this Note.
Consumer real estate TDRs are measured primarily based on the net present value of the estimated cash flows discounted at
the loan’s original effective interest rate. If the carrying value of a TDR exceeds this amount, a specific allowance is recorded as a component of the allowance for loan and lease losses.
Alternatively, consumer real estate TDRs that are considered to be dependent solely on the collateral for repayment (e.g., due to the lack of income verification) are measured based on the estimated fair value of the collateral and a charge-off is recorded if the carrying value exceeds the fair value of the collateral. Consumer real estate loans that reached 180 days past due prior to modification had been charged off to their net realizable value, less costs to sell, before they were modified as TDRs in accordance with established policy. Therefore, modifications of consumer real estate loans that are 180 or more days past due as TDRs do not have an impact on the allowance for loan and lease losses nor are additional charge-offs required at the time of modification. Subsequent declines in the fair value of the collateral after a loan has reached 180 days past due are recorded as charge-offs. Fully-insured loans are protected against principal loss, and therefore, the Corporation does not record an allowance for loan and lease losses on the outstanding principal balance, even after they have been modified in a TDR.
At December 31, 20172018 and 2016,2017, remaining commitments to lend additional funds to debtors whose terms have been modified in a consumer real estate TDR were immaterial.not significant. Consumer real estate foreclosed properties totaled $236$244 million and $363$236 million at December 31, 20172018 and 2016.2017. The carrying value of consumer real estate loans, including fully-insured and PCI loans, for which formal foreclosure proceedings were in process at December 31, 20172018 was $3.6$2.5 billion. During 20172018 and 2016,2017, the Corporation reclassified $815$670 million and $1.4 billion$815 million of consumer real estate loans to foreclosed properties or, for properties acquired upon foreclosure of certain government-guaranteed loans (principally FHA-insured loans), to other assets. The reclassifications represent non-cash investing activities and, accordingly, are not reflected in the Consolidated Statement of Cash Flows.
The following table provides the unpaid principal balance, carrying value and related allowance at December 31, 20172018 and 2016,2017, and the average carrying value and interest income recognized forin 2018, 2017 2016 and 20152016 for impaired loans in the Corporation’s Consumer Real Estate portfolio segment. Certain impaired consumer real estate loans do not have a related allowance as the current valuation of these impaired loans exceeded the carrying value, which is net of previously recorded charge-offs.


131Bank of America 20172018 116




                      
Impaired Loans – Consumer Real EstateImpaired Loans – Consumer Real Estate  Impaired Loans – Consumer Real Estate  
                      
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
(Dollars in millions)December 31, 2017 December 31, 2016December 31, 2018 December 31, 2017
With no recorded allowance 
  
  
  
  
   
  
  
  
  
  
Residential mortgage$8,856
 $6,870
 $
 $11,151
 $8,695
 $
$5,396
 $4,268
 $
 $8,856
 $6,870
 $
Home equity3,622
 1,956
 
 3,704
 1,953
 
2,948
 1,599
 
 3,622
 1,956
 
With an allowance recorded     
           
      
Residential mortgage$2,908
 $2,828
 $174
 $4,041
 $3,936
 $219
$1,977
 $1,929
 $114
 $2,908
 $2,828
 $174
Home equity972
 900
 174
 910
 824
 137
812
 760
 144
 972
 900
 174
Total 
  
  
      
Total (1)
 
  
  
      
Residential mortgage$11,764
 $9,698
 $174
 $15,192
 $12,631
 $219
$7,373
 $6,197
 $114
 $11,764
 $9,698
 $174
Home equity4,594
 2,856
 174
 4,614
 2,777
 137
3,760
 2,359
 144
 4,594
 2,856
 174
                      
Average
Carrying
Value
 
Interest
Income
Recognized
(1)
 Average
Carrying
Value
 
Interest
Income
Recognized
(1)
 Average
Carrying
Value
 
Interest
Income
Recognized
(1)
Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
2017 2016 20152018 2017 2016
With no recorded allowance                      
Residential mortgage$7,737
 $311
 $10,178
 $360
 $13,867
 $403
$5,424
 $207
 $7,737
 $311
 $10,178
 $360
Home equity1,997
 109
 1,906
 90
 1,777
 89
1,894
 105
 1,997
 109
 1,906
 90
With an allowance recorded                      
Residential mortgage$3,414
 $123
 $5,067
 $167
 $7,290
 $236
$2,409
 $91
 $3,414
 $123
 $5,067
 $167
Home equity858
 24
 852
 24
 785
 24
861
 25
 858
 24
 852
 24
Total           
Total (1)
           
Residential mortgage$11,151
 $434
 $15,245
 $527
 $21,157
 $639
$7,833
 $298
 $11,151
 $434
 $15,245
 $527
Home equity2,855
 133
 2,758
 114
 2,562
 113
2,755
 130
 2,855
 133
 2,758
 114
(1) 
During 2018, previously impaired consumer real estate loans with a carrying value of $2.3 billion were sold.
(2)
Interest income recognized includes interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal is considered collectible.
The table below presents the December 31, 2018, 2017 2016 and 20152016 unpaid principal balance, carrying value, and average pre- and post-modification interest rates on consumer real estate loans that were modified in TDRs during 2018, 2017 2016 and 2015, and net charge-offs recorded during the period in which the modification occurred.2016. The following Consumer Real Estate portfolio segment tables include loans that were initially classified as TDRs during the period and also loans that had previously been classified as TDRs and were modified again during the period.
                
Consumer Real Estate – TDRs Entered into During 2017, 2016 and 2015 (1)
Consumer Real Estate – TDRs Entered into During 2018, 2017 and 2016Consumer Real Estate – TDRs Entered into During 2018, 2017 and 2016
  
Unpaid Principal Balance 
Carrying
Value
 Pre-Modification Interest Rate 
Post-Modification Interest Rate (2)
 
Net
Charge-offs (3)
Unpaid Principal Balance Carrying
Value
 Pre-Modification Interest Rate 
Post-Modification Interest Rate (1)
(Dollars in millions)December 31, 2017 2017December 31, 2018
Residential mortgage$824
 $712
 4.43% 4.16% $6
$774
 $641
 4.33% 4.21%
Home equity764
 590
 4.22
 3.49
 42
489
 358
 4.46
 3.74
Total$1,588
 $1,302
 4.33
 3.83
 $48
$1,263
 $999
 4.38
 4.03
                
December 31, 2016 2016December 31, 2017
Residential mortgage$1,130
 $1,017
 4.73% 4.16% $11
$824
 $712
 4.43% 4.16%
Home equity849
 649
 3.95
 2.72
 61
764
 590
 4.22
 3.49
Total$1,979
 $1,666
 4.40
 3.54
 $72
$1,588
 $1,302
 4.33
 3.83
                
December 31, 2015 2015December 31, 2016
Residential mortgage$2,986
 $2,655
 4.98% 4.43% $97
$1,130
 $1,017
 4.73% 4.16%
Home equity1,019
 775
 3.54
 3.17
 84
849
 649
 3.95
 2.72
Total$4,005
 $3,430
 4.61
 4.11
 $181
$1,979
 $1,666
 4.40
 3.54
(1) 
During 2017, there was no forgiveness of principal related to residential mortgage loans in connection with TDRs compared to $13 million and $396 million during 2016 and 2015.
(2)
The post-modification interest rate reflects the interest rate applicable only to permanently completed modifications, which exclude loans that are in a trial modification period.
(3)
Net charge-offs include amounts recorded on loans modified during the period that are no longer held by the Corporation at December 31, 2017, 2016 and 2015 due to sales and other dispositions.



117Bank of America 20171322018







The table below presents the December 31, 2018, 2017 2016 and 20152016 carrying value for consumer real estate loans that were modified in a TDR during 2018, 2017 2016 and 2015,2016, by type of modification.
          
Consumer Real Estate – Modification ProgramsConsumer Real Estate – Modification Programs         
          
TDRs Entered into DuringTDRs Entered into During
(Dollars in millions)2017 2016 20152018 2017 2016
Modifications under government programs          
Contractual interest rate reduction$59
 $151
 $431
$19
 $59
 $151
Principal and/or interest forbearance4
 13
 11

 4
 13
Other modifications (1)
22
 23
 46
42
 22
 23
Total modifications under government programs85
 187
 488
61
 85
 187
Modifications under proprietary programs          
Contractual interest rate reduction281
 235
 219
209
 281
 235
Capitalization of past due amounts63
 40
 79
96
 63
 40
Principal and/or interest forbearance38
 72
 168
51
 38
 72
Other modifications (1)
55
 75
 129
167
 55
 75
Total modifications under proprietary programs437
 422
 595
523
 437
 422
Trial modifications569
 831
 1,968
285
 569
 831
Loans discharged in Chapter 7 bankruptcy (2)
211
 226
 379
130
 211
 226
Total modifications$1,302
 $1,666
 $3,430
$999
 $1,302
 $1,666
(1) 
Includes other modifications such as term or payment extensions and repayment plans. During 2018, this included $198 million of modifications that met the definition of a TDR related to the 2017 hurricanes. These modifications had been written down to their net realizable value less costs to sell or were fully insured as of December 31, 2018.
(2) 
Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
The table below presents the carrying value of consumer real estate loans that entered into payment default during 2018, 2017 2016 and 20152016 that were modified in a TDR during the 12 months preceding payment default. A payment default for consumer real estate TDRs is recognized when a borrower has missed three monthly payments (not necessarily consecutively) since modification.
          
Consumer Real Estate – TDRs Entering Payment Default that were Modified During the Preceding 12 Months
         
(Dollars in millions)2017 2016 20152018 2017 2016
Modifications under government programs$81
 $262
 $457
$39
 $81
 $262
Modifications under proprietary programs138
 196
 287
158
 138
 196
Loans discharged in Chapter 7 bankruptcy (1)
116
 158
 285
64
 116
 158
Trial modifications (2)
391
 824
 3,178
107
 391
 824
Total modifications$726
 $1,440
 $4,207
$368
 $726
 $1,440
(1) 
Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
(2) 
Includes trial modification offers to which the customer did not respond.


Credit Card and Other Consumer
Impaired loans within the Credit Card and Other Consumer portfolio segment consist entirely of loans that have been modified in TDRs. The Corporation seeks to assist customers that are experiencing financial difficulty by modifying loans while ensuring compliance with federal local and internationallocal laws and guidelines. Credit card and other consumer loan modifications generally involve reducing the interest rate on the account, and placing the customer on a fixed payment plan not exceeding 60 months all of which are considered TDRs. In substantially all cases,and canceling the customer’s available line of credit, is canceled.all of which are considered TDRs. The Corporation makes loan modifications directly with borrowers for debt held only by the Corporation (internal programs). Additionally, the Corporation makes loan modifications for
borrowers working with third-party
renegotiation agencies that provide solutions to customers’ entire unsecured debt structures (external programs). The Corporation classifies other secured consumer loans that have been discharged in Chapter 7 bankruptcy as TDRs which are written down to collateral value and placed on nonaccrual status no later than the time of discharge. For more information on the regulatory guidance on loans discharged in Chapter 7 bankruptcy, see Nonperforming Loans and Leases in this Note.
The following table below provides the unpaid principal balance, carrying value and related allowance at December 31, 20172018 and 2016,2017, and the average carrying value for 2018, 2017 and interest income recognized for 2017, 2016 and 2015 on TDRs within the Credit Card and Other Consumer portfolio segment.


133Bank of America 20172018 118




                             
Impaired Loans – Credit Card and Other ConsumerImpaired Loans – Credit Card and Other Consumer  Impaired Loans – Credit Card and Other Consumer        
                             
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Average Carrying Value (2)
(Dollars in millions) December 31, 2017 December 31, 2016December 31, 2018 December 31, 2017 2018 2017 2016
With no recorded allowance  
  
  
       
  
  
            
Direct/Indirect consumer $58
 $28
 $
 $49
 $22
 $
$72
 $33
 $
 $58
 $28
 $
 $30
 $21
 $20
With an allowance recorded  
  
  
       
  
  
          
  
U.S. credit card $454
 $461
 $125
 $479
 $485
 $128
$522
 $533
 $154
 $454
 $461
 $125
 $491
 $464
 $556
Non-U.S. credit card n/a
 n/a
 n/a
 88
 100
 61
Non-U.S. credit card (3)
n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 47
 111
Direct/Indirect consumer 1
 1
 
 3
 3
 

 
 
 1
 1
 
 1
 2
 10
Total  
  
  
  
  
   
  
  
  
  
        
U.S. credit card $454
 $461
 $125
 $479
 $485
 $128
$522
 $533
 $154
 $454
 $461
 $125
 $491
 $464
 $556
Non-U.S. credit card n/a
 n/a
 n/a
 88
 100
 61
Non-U.S. credit card (3)
n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 47
 111
Direct/Indirect consumer 59
 29
 
 52
 25
 
72
 33
 
 59
 29
 
 31
 23
 30
            
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 2017 2016 2015
With no recorded allowance            
Direct/Indirect consumer $21
 $2
 $20
 $
 $22
 $
With an allowance recorded  
  
        
U.S. credit card $464
 $25
 $556
 $31
 $749
 $43
Non-U.S. credit card 47
 1
 111
 3
 145
 4
Direct/Indirect consumer 2
 
 10
 1
 51
 3
Total  
  
        
U.S. credit card $464
 $25
 $556
 $31
 $749
 $43
Non-U.S. credit card 47
 1
 111
 3
 145
 4
Direct/Indirect consumer 23
 2
 30
 1
 73
 3
(1) 
Includes accrued interest and fees.
(2) 
Interest
The related interest income recognized, includeswhich included interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal iswas considered collectible.collectible, was not significant in 2018, 2017 and 2016.
(3)
In 2017, the Corporation sold its non-U.S. consumer credit card business.
n/a = not applicable
The table below provides information on the Corporation’s primary modification programs for the Credit Card and Other Consumer TDR portfolio at December 31, 20172018 and 2016.2017.
            
Credit Card and Other Consumer – TDRs by Program Type at December 31
      
 U.S. Credit Card Direct/Indirect Consumer Total TDRs by Program Type
(Dollars in millions)2018 2017 2018 2017 2018 2017
Internal programs$259
 $203
 $
 $1
 $259
 $204
External programs273
 257
 
 
 273
 257
Other1
 1
 33
 28
 34
 29
Total$533
 $461
 $33
 $29
 $566
 $490
Percent of balances current or less than 30 days past due85% 87% 81% 88% 85% 87%
                    
Credit Card and Other Consumer – TDRs by Program Type at December 31
          
 Internal Programs External Programs 
Other (1)
 Total Percent of Balances Current or Less Than 30 Days Past Due
(Dollars in millions)2017 2016 2017 2016 2017 2016 2017 2016 2017 2016
U.S. credit card$203
 $220
 $257
 $264
 $1
 $1
 $461
 $485
 86.92% 88.99%
Non-U.S. credit cardn/a
 11
 n/a
 7
 n/a
 82
 n/a
 100
 n/a
 38.47
Direct/Indirect consumer1
 2
 
 1
 28
 22
 29
 25
 88.16
 90.49
Total TDRs by program type$204
 $233
 $257
 $272
 $29
 $105
 $490
 $610
 87.00
 80.79
(1)
Other TDRs for non-U.S. credit card included modifications of accounts that are ineligible for a fixed payment plan.
n/a = not applicable

Bank of America 2017134



The table below provides information on the Corporation’s Credit Card and Other Consumer TDR portfolio including the December 31, 2018, 2017 2016 and 20152016 unpaid principal balance, carrying value, and average pre- and post-modification interest rates of loans that were modified in TDRs during 2018, 2017 2016 and 2015, and net charge-offs recorded during the period in which the modification occurred.2016.
              
Credit Card and Other Consumer – TDRs Entered into During 2017, 2016 and 2015
Credit Card and Other Consumer – TDRs Entered into During 2018, 2017 and 2016Credit Card and Other Consumer – TDRs Entered into During 2018, 2017 and 2016
              
Unpaid Principal Balance 
Carrying Value (1)
 
Pre-
Modification
Interest Rate
 
Post-
Modification
Interest Rate
Unpaid Principal Balance 
Carrying Value (1)
 Pre-Modification Interest Rate Post-Modification Interest Rate
(Dollars in millions)December 31, 2017December 31, 2018
U.S. credit card$203
 $213
 18.47% 5.32%$278
 $292
 19.49% 5.24%
Direct/Indirect consumer37
 22
 4.81
 4.30
42
 23
 5.10
 4.95
Total (2)
$240
 $235
 17.17
 5.22
Total$320
 $315
 18.45
 5.22
       
December 31, 2017
U.S. credit card$203
 $213
 18.47% 5.32%
Direct/Indirect consumer37
 22
 4.81
 4.30
Total$240
 $235
 17.17
 5.22
              
December 31, 2016December 31, 2016
U.S. credit card$163
 $172
 17.54% 5.47%$163
 $172
 17.54% 5.47%
Non-U.S. credit card66
 75
 23.99
 0.52
66
 75
 23.99
 0.52
Direct/Indirect consumer21
 13
 3.44
 3.29
21
 13
 3.44
 3.29
Total (2)
$250
 $260
 18.73
 3.93
       
December 31, 2015
U.S. credit card$205
 $218
 17.07% 5.08%
Non-U.S. credit card74
 86
 24.05
 0.53
Direct/Indirect consumer19
 12
 5.95
 5.19
Total (2)
$298
 $316
 18.58
 3.84
Total$250
 $260
 18.73
 3.93
(1) 
Includes accrued interest and fees.

(2)119Bank of America 2018

Net charge-offs were $52 million, $74 million and $98 million in 2017, 2016 and 2015, respectively.





Credit card and other consumer loans are deemed to be in payment default during the quarter in which a borrower misses the second of two consecutive payments. Payment defaults are one of the factors considered when projecting future cash flows in the calculation of the allowance for loan and lease losses for impaired credit card and other consumer loans. Based on historical experience, the Corporation estimates that 13 percent of new U.S. credit card TDRs and 1514 percent of new direct/indirect consumer TDRs may be in payment default within 12 months after modification. Loans that entered into payment default during 2017, 2016 and 2015 that had been modified in a TDR during the preceding 12 months were $28 million, $30 million and $43 million for U.S. credit card, $0, $127 million and $152 million for non-U.S. credit card, and $4 million, $2 million and $3 million for direct/indirect consumer.
CommercialPurchased Credit-impaired Loans
ImpairedAt acquisition, purchased credit-impaired (PCI) loans are recorded at fair value with no allowance for credit losses, and accounted for individually or aggregated in pools based on similar risk characteristics. The expected cash flows in excess of the amount paid for the loans is referred to as the accretable yield and is recorded as interest income over the remaining estimated life of the loan or pool of loans. The excess of the contractual principal and interest over the expected cash flows of the PCI loans is referred to as the nonaccretable difference. If, upon subsequent valuation, the Corporation determines it is probable that the present value of the expected cash flows has decreased, a charge to the provision for credit losses is recorded. If it is probable that there is a significant increase in the present value of expected cash flows, the allowance for credit losses is reduced or, if there is no remaining allowance for credit losses related to these PCI loans, the accretable yield is increased through a reclassification from nonaccretable difference, resulting in a prospective increase in interest income. Reclassifications to or from nonaccretable difference can also occur for changes in the estimated lives of the PCI loans. If a loan within a PCI pool is sold, foreclosed, forgiven or the expectation of any future proceeds is remote, the loan is removed from the pool at its proportional carrying value. If the loan’s recovery value is less than its carrying value, the difference is first applied against the PCI pool’s nonaccretable difference and then against the allowance for credit losses.
Leases
The Corporation provides equipment financing to its customers through a variety of lease arrangements. Direct financing leases are carried at the aggregate of lease payments receivable plus estimated residual value of the leased property less unearned income. Leveraged leases, which are a form of financing leases, are reported net of non-recourse debt. Unearned income on leveraged and direct financing leases is accreted to interest income over the lease terms using methods that approximate the interest method.
Allowance for Credit Losses
The allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, represents management’s estimate of probable incurred credit losses in the Corporation’s loan and lease portfolio excluding loans and unfunded lending commitments accounted for under the fair value option. The allowance for credit losses includes both quantitative and qualitative components. The qualitative component has a higher degree of management subjectivity, and includes factors such as concentrations, economic conditions and other considerations. The allowance for loan and lease losses represents the estimated probable credit losses on funded consumer and commercial loans and leases while the reserve for unfunded lending commitments, including standby letters of credit (SBLCs) and binding unfunded loan commitments, represents estimated probable credit losses o
n these unfunded credit instruments based on utilization assumptions. Lending-related credit exposures deemed to be uncollectible, excluding loans carried at fair value, are charged off against these accounts.
The Corporation performs periodic and systematic detailed reviews of its lending portfolios to identify credit risks and to assess the overall collectability of those portfolios. The allowance on certain homogeneous consumer loan portfolios, which generally consist of consumer real estate loans within the Consumer Real Estate portfolio segment and credit card loans within the Credit Card and Other Consumer portfolio segment, is based on aggregated portfolio segment evaluations generally by product type. Loss forecast models are utilized for these portfolios which consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, bankruptcies, economic conditions, credit scores and the amount of loss in the event of default.
For consumer loans secured by residential real estate, using statistical modeling methodologies, the Corporation estimates the number of loans that will default based on the individual loan attributes aggregated into pools of homogeneous loans with similar attributes. The attributes that are most significant to the probability of default and are used to estimate defaults include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination (referred to as vintage) and geography, all of which are further broken down by present collection status (whether the loan is current, delinquent, in default or in bankruptcy). The severity or loss given default is estimated based on the refreshed LTV for first-lien mortgages or CLTV for subordinated liens. The estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect an assessment of environmental factors not yet reflected in the historical data underlying the loss estimates, such as changes in real estate values, local and national economies, underwriting standards and the regulatory environment. The probability of default models also incorporate recent experience with modification programs including re-defaults subsequent to modification, a loan’s default history prior to modification and the change in borrower payments post-modification. On home equity loans where the Corporation holds only a second-lien position and foreclosure is not the best alternative, the loss severity is estimated at 100 percent.
The allowance on certain commercial loans (except business card and certain small business loans) is calculated using loss rates delineated by risk rating and product type. Factors considered when assessing loss rates include the value of the underlying collateral, if applicable, the industry of the obligor, and the obligor’s liquidity and other financial indicators along with certain qualitative factors. These statistical models are updated regularly for changes in economic and business conditions. Included in the analysis of consumer and commercial loan portfolios are qualitative estimates which are maintained to cover uncertainties that affect the Corporation’s estimate of probable losses including domestic and global economic uncertainty and large single-name defaults.
For individually impaired loans, which include nonperforming commercial loans as well as consumer and commercial loans and leases modified in a troubled debt restructuring (TDR), management measures impairment primarily based on the present value of payments expected to be received, discounted at the loans’ original effective contractual interest rates. Credit card loans are discounted at the portfolio average contractual annual percentage rate, excluding promotionally priced loans, in effect prior to restructuring. Impaired loans and TDRs (both performing and nonperforming). Modificationsmay also be

95Bank of America 2018






measured based on observable market prices, or for loans to commercial borrowers that are experiencingsolely dependent on the collateral for repayment, the estimated fair value of the collateral less costs to sell. If the recorded investment in impaired loans exceeds this amount, a specific allowance is established as part of the allowance for loan and lease losses unless these are secured consumer loans that are solely dependent on collateral for repayment, in which case the amount that exceeds the fair value of the collateral is charged off.
Generally, the Corporation initially estimates the fair value of the collateral securing these consumer real estate-secured loans using an automated valuation model (AVM). An AVM is a tool that estimates the value of a property by reference to market data including sales of comparable properties and price trends specific to the Metropolitan Statistical Area in which the property being valued is located. In the event that an AVM value is not available, the Corporation utilizes publicized indices or if these methods provide less reliable valuations, the Corporation uses appraisals or broker price opinions to estimate the fair value of the collateral. While there is inherent imprecision in these valuations, the Corporation believes that they are representative of the portfolio in the aggregate.
In addition to the allowance for loan and lease losses, the Corporation also estimates probable losses related to unfunded lending commitments, such as letters of credit, financial difficultyguarantees and binding unfunded loan commitments. Unfunded lending commitments are designedsubject to reduceindividual reviews and are analyzed and segregated by risk according to the Corporation’s loss exposure while providing the borrowerinternal risk rating scale. These risk classifications, in conjunction with an opportunity to work through financial difficulties, often to avoid foreclosure or bankruptcy. Each modification is uniqueanalysis of historical loss experience, utilization assumptions, current economic conditions, performance trends within the portfolio and reflectsany other pertinent information, result in the individual circumstancesestimation of the borrower. Modificationsreserve for unfunded lending commitments.
The allowance for credit losses related to the loan and lease portfolio is reported separately on the Consolidated Balance Sheet whereas the reserve for unfunded lending commitments is reported on the Consolidated Balance Sheet in accrued expenses and other liabilities. The provision for credit losses related to the loan and lease portfolio and unfunded lending commitments is reported in the Consolidated Statement of Income.
Nonperforming Loans and Leases, Charge-offs and Delinquencies
Nonperforming loans and leases generally include loans and leases that resulthave been placed on nonaccrual status. Loans accounted for under the fair value option, PCI loans and LHFS are not reported as nonperforming.
In accordance with the Corporation’s policies, consumer real estate-secured loans, including residential mortgages and home equity loans, are generally placed on nonaccrual status and classified as nonperforming at 90 days past due unless repayment of the loan is insured by the Federal Housing Administration (FHA) or through individually insured long-term standby agreements with Fannie Mae (FNMA) or Freddie Mac (FHLMC) (the fully-insured portfolio). Residential mortgage loans in a TDR may include extensionsthe fully-insured portfolio are not placed on nonaccrual status and, therefore, are not reported as nonperforming. Junior-lien home equity loans are placed on nonaccrual status and classified as nonperforming when the underlying first-lien mortgage loan becomes 90 days past due even if the junior-lien loan is current. The outstanding balance of maturity at a concessionary (below market) ratereal estate-secured loans that is in excess of the estimated property value less costs to sell is charged off no later than the end of the month in which the loan becomes 180 days past due unless the loan is fully insured, or for loans in bankruptcy, within
 
60 days of receipt of notification of filing, with the remaining balance classified as nonperforming.
Consumer loans secured by personal property, credit card loans and other unsecured consumer loans are not placed on nonaccrual status prior to charge-off and, therefore, are not reported as nonperforming loans, except for certain secured consumer loans, including those that have been modified in a TDR. Personal property-secured loans (including auto loans) are charged off to collateral value no later than the end of the month in which the account becomes 120 days past due, or upon repossession of an auto or, for loans in bankruptcy, within 60 days of receipt of notification of filing. Credit card and other unsecured customer loans are charged off no later than the end of the month in which the account becomes 180 days past due, within 60 days after receipt of notification of death or bankruptcy, or upon confirmation of fraud.
Commercial loans and leases, excluding business card loans, that are past due 90 days or more as to principal or interest, or where reasonable doubt exists as to timely collection, including loans that are individually identified as being impaired, are generally placed on nonaccrual status and classified as nonperforming unless well-secured and in the process of collection.
Business card loans are charged off in the same manner as consumer credit card loans. These loans are not placed on nonaccrual status prior to charge-off and, therefore, are not reported as nonperforming loans. Other commercial loans and leases are generally charged off when all or a portion of the principal amount is determined to be uncollectible.
The entire balance of a consumer loan or commercial loan or lease is contractually delinquent if the minimum payment forbearancesis not received by the specified due date on the customer’s billing statement. Interest and fees continue to accrue on past due loans and leases until the date the loan is placed on nonaccrual status, if applicable. Accrued interest receivable is reversed when loans and leases are placed on nonaccrual status. Interest collections on nonaccruing loans and leases for which the ultimate collectability of principal is uncertain are applied as principal reductions; otherwise, such collections are credited to income when received. Loans and leases may be restored to accrual status when all principal and interest is current and full repayment of the remaining contractual principal and interest is expected.
PCI loans are recorded at fair value at the acquisition date. Although the PCI loans may be contractually delinquent, the Corporation does not classify these loans as nonperforming as the loans were written down to fair value at the acquisition date and the accretable yield is recognized in interest income over the remaining life of the loan. In addition, reported net charge-offs exclude write-offs on PCI loans as the fair value already considers the estimated credit losses.
Troubled Debt Restructurings
Consumer and commercial loans and leases whose contractual terms have been restructured in a manner that grants a concession to a borrower experiencing financial difficulties are classified as TDRs. Concessions could include a reduction in the interest rate to a rate that is below market on the loan, payment extensions, forgiveness of principal, forbearance or other actions designed to benefit the customer while mitigating the Corporation’s risk exposure. Reductionsmaximize collections. Loans that are carried at fair value, LHFS and PCI loans are not classified as TDRs.
Loans and leases whose contractual terms have been modified in interest ratesa TDR and are rare. Instead, the interest rates are typically increased, although the increased rate may not represent a market rate of interest. Infrequently, concessions may also include principal forgiveness in connection with foreclosure, short sale or other settlement agreements leading to termination or sale of the loan.
Atcurrent at the time of restructuring may remain on accrual status if there is demonstrated performance prior to the restructuring and payment in full under the restructured terms

Bank of America 2018 96


is expected. Otherwise, the loans are remeasuredplaced on nonaccrual status and reported as nonperforming, except for fully-insured consumer real estate loans, until there is sustained repayment performance for a reasonable period, generally six months. If accruing TDRs cease to reflectperform in accordance with their modified contractual terms, they are placed on nonaccrual status and reported as nonperforming TDRs.
Secured consumer loans that have been discharged in Chapter 7 bankruptcy and have not been reaffirmed by the borrower are classified as TDRs at the time of discharge. Such loans are placed on nonaccrual status and written down to the estimated collateral value less costs to sell no later than at the time of discharge. If these loans are contractually current, interest collections are generally recorded in interest income on a cash basis. Consumer real estate-secured loans for which a binding offer to restructure has been extended are also classified as TDRs. Credit card and other unsecured consumer loans that have been renegotiated in a TDR generally remain on accrual status until the loan is either paid in full or charged off, which occurs no later than the end of the month in which the loan becomes 180 days past due or, for loans that have been placed on a fixed payment plan, 120 days past due.
A loan that had previously been modified in a TDR and is subsequently refinanced under current underwriting standards at a market rate with no concessionary terms is accounted for as a new loan and is no longer reported as a TDR.
Loans Held-for-sale
Loans that are intended to be sold in the foreseeable future, including residential mortgages, loan syndications, and to a lesser degree, commercial real estate, consumer finance and other loans, are reported as LHFS and are carried at the lower of aggregate cost or fair value. The Corporation accounts for certain LHFS, including residential mortgage LHFS, under the fair value option. Loan origination costs related to LHFS that the Corporation accounts for under the fair value option are recognized in noninterest expense when incurred. Loan origination costs for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and recognized as a reduction of noninterest income upon the sale of such loans. LHFS that are on nonaccrual status and are reported as nonperforming, as defined in the policy herein, are reported separately from nonperforming loans and leases.
Premises and Equipment
Premises and equipment are carried at cost less accumulated depreciation and amortization. Depreciation and amortization are recognized using the straight-line method over the estimated useful lives of the assets. Estimated lives range up to 40 years for buildings, up to 12 years for furniture and equipment, and the shorter of lease term or estimated useful life for leasehold improvements.
Goodwill and Intangible Assets
Goodwill is the purchase premium after adjusting for the fair value of net assets acquired. Goodwill is not amortized but is reviewed for potential impairment on an annual basis, or when events or circumstances indicate a potential impairment, at the reporting unit level. A reporting unit is a business segment or one level below a business segment.
The Corporation assesses the fair value of each reporting unit against its carrying value, including goodwill, as measured by allocated equity. For purposes of goodwill impairment testing, the Corporation utilizes allocated equity as a proxy for the carrying value of its reporting units. Allocated equity in the reporting units
is comprised of allocated capital plus capital for the portion of goodwill and intangibles specifically assigned to the reporting unit.
In performing its goodwill impairment testing, the Corporation first assesses qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying value. Qualitative factors include, among other things, macroeconomic conditions, industry and market considerations, financial performance of the respective reporting unit and other relevant entity- and reporting-unit specific considerations.
If the Corporation concludes it is more likely than not that the fair value of a reporting unit is less than its carrying value, a quantitative assessment is performed. If the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit is considered not impaired; however, if the carrying value of the reporting unit exceeds its fair value, an additional step is performed to measure potential impairment.
This step involves calculating an implied fair value of goodwill which is the excess of the fair value of the reporting unit, as determined in the first step, over the aggregate fair values of the assets, liabilities and identifiable intangibles as if the reporting unit was being acquired in a business combination. If the implied fair value of goodwill exceeds the goodwill assigned to the reporting unit, there is no impairment. If the goodwill assigned to a reporting unit exceeds the implied fair value of goodwill, an impairment charge is recorded for the excess. An impairment loss recognized cannot exceed the amount of goodwill assigned to a reporting unit. An impairment loss establishes a new basis in the goodwill, and subsequent reversals of goodwill impairment losses are not permitted under applicable accounting guidance.
For intangible assets subject to amortization, an impairment loss is recognized if the carrying value of the intangible asset is not recoverable and exceeds fair value. The carrying value of the intangible asset is considered not recoverable if it exceeds the sum of the undiscounted cash flows expected to result from the use of the asset. Intangible assets deemed to have indefinite useful lives are not subject to amortization. An impairment loss is recognized if the carrying value of the intangible asset with an indefinite life exceeds its fair value.
Variable Interest Entities
A VIE is an entity that lacks equity investors or whose equity investors do not have a controlling financial interest in the entity through their equity investments. The Corporation consolidates a VIE if it has both the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and an obligation to absorb losses or the right to receive benefits that could potentially be significant to the VIE. On a quarterly basis, the Corporation reassesses its involvement with the VIE and evaluates the impact of changes in governing documents and its financial interests in the VIE. The consolidation status of the VIEs with which the Corporation is involved may change as a result of such reassessments.
The Corporation primarily uses VIEs for its securitization activities, in which the Corporation transfers whole loans or debt securities into a trust or other vehicle. When the Corporation is the servicer of whole loans held in a securitization trust, including non-agency residential mortgages, home equity loans, credit cards, and other loans, the Corporation has the power to direct the most significant activities of the trust. The Corporation generally does not have the power to direct the most significant activities of a residential mortgage agency trust except in certain circumstances in which the Corporation holds substantially all of the issued securities and has the unilateral right to liquidate the trust. The power to direct the most significant activities of a commercial

97Bank of America 2018






mortgage securitization trust is typically held by the special servicer or by the party holding specific subordinate securities which embody certain controlling rights. The Corporation consolidates a whole-loan securitization trust if it has the power to direct the most significant activities and also holds securities issued by the trust or has other contractual arrangements, other than standard representations and warranties, that could potentially be significant to the trust.
The Corporation may also transfer trading account securities and AFS securities into municipal bond or resecuritization trusts. The Corporation consolidates a municipal bond or resecuritization trust if it has control over the ongoing activities of the trust such as the remarketing of the trust’s liabilities or, if there are no ongoing activities, sole discretion over the design of the trust, including the identification of securities to be transferred in and the structure of securities to be issued, and also retains securities or has liquidity or other commitments that could potentially be significant to the trust. The Corporation does not consolidate a municipal bond or resecuritization trust if one or a limited number of third-party investors share responsibility for the design of the trust or have control over the significant activities of the trust through liquidation or other substantive rights.
Other VIEs used by the Corporation include collateralized debt obligations (CDOs), investment vehicles created on behalf of customers and other investment vehicles. The Corporation does not routinely serve as collateral manager for CDOs and, therefore, does not typically have the power to direct the activities that most significantly impact the economic performance of a CDO. However, following an event of default, if the Corporation is a majority holder of senior securities issued by a CDO and acquires the power to manage its assets, the Corporation consolidates the CDO.
The Corporation consolidates a customer or other investment vehicle if it has control over the initial design of the vehicle or manages the assets in the vehicle and also absorbs potentially significant gains or losses through an investment in the vehicle, derivative contracts or other arrangements. The Corporation does not consolidate an investment vehicle if a single investor controlled the initial design of the vehicle or manages the assets in the vehicles or if the Corporation does not have a variable interest that could potentially be significant to the vehicle.
Retained interests in securitized assets are initially recorded at fair value. In addition, the Corporation may invest in debt securities issued by unconsolidated VIEs. Fair values of these debt securities, which are classified as trading account assets, debt securities carried at fair value or HTM securities, are based primarily on quoted market prices in active or inactive markets. Generally, quoted market prices for retained residual interests are not available; therefore, the Corporation estimates fair values based on the present value of the associated expected future cash flows.
Fair Value
The Corporation measures the fair values of its assets and liabilities, where applicable, in accordance with accounting guidance that requires an entity to base fair value on exit price. Under this guidance, an entity is required to maximize the use of observable inputs and minimize the use of unobservable inputs in measuring fair value. A hierarchy is established which categorizes fair value measurements into three levels based on the inputs to the valuation technique with the highest priority given to unadjusted quoted prices in active markets and the lowest priority given to unobservable inputs. The Corporation categorizes its fair value measurements of financial instruments based on this three-level hierarchy.
Level 1Unadjusted quoted prices in active markets for identical assets or liabilities. Level 1 assets and liabilities include debt and equity securities and derivative contracts that are traded in an active exchange market, as well as certain U.S. Treasury securities that are highly liquid and are actively traded in OTC markets.
Level 2Observable inputs other than Level 1 prices, such as quoted prices for similar assets or liabilities, quoted prices in markets that are not active, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities. Level 2 assets and liabilities include debt securities with quoted prices that are traded less frequently than exchange-traded instruments and derivative contracts where fair value is determined using a pricing model with inputs that are observable in the market or can be derived principally from or corroborated by observable market data. This category generally includes U.S. government and agency mortgage-backed (MBS) and asset-backed securities (ABS), corporate debt securities, derivative contracts, certain loans and LHFS.
Level 3Unobservable inputs that are supported by little or no market activity and that are significant to the overall fair value of the assets or liabilities. Level 3 assets and liabilities include financial instruments for which the determination of fair value requires significant management judgment or estimation. The fair value for such assets and liabilities is generally determined using pricing models, discounted cash flow methodologies or similar techniques that incorporate the assumptions a market participant would use in pricing the asset or liability. This category generally includes retained residual interests in securitizations, consumer MSRs, certain ABS, highly structured, complex or long-dated derivative contracts, certain loans and LHFS, IRLCs and certain CDOs where independent pricing information cannot be obtained for a significant portion of the underlying assets.
Income Taxes
There are two components of income tax expense: current and deferred. Current income tax expense reflects taxes to be paid or refunded for the current period. Deferred income tax expense results from changes in deferred tax assets and liabilities between periods. These gross deferred tax assets and liabilities represent decreases or increases in taxes expected to be paid in the future because of future reversals of temporary differences in the bases of assets and liabilities as measured by tax laws and their bases as reported in the financial statements. Deferred tax assets are also recognized for tax attributes such as net operating loss carryforwards and tax credit carryforwards. Valuation allowances are recorded to reduce deferred tax assets to the amounts management concludes are more likely than not to be realized.
Income tax benefits are recognized and measured based upon a two-step model: first, a tax position must be more likely than not to be sustained based solely on its technical merits in order to be recognized, and second, the benefit is measured as the largest dollar amount of that position that is more likely than not to be sustained upon settlement. The difference between the benefit recognized and the tax benefit claimed on a tax return is referred to as an unrecognized tax benefit. The Corporation records income tax-related interest and penalties, if applicable, within income tax expense.

Bank of America 2018 98


Revenue Recognition
The following summarizes the Corporation’s revenue recognition accounting policies for certain noninterest income activities.
Card Income
Card income includes annual, late and over-limit fees as well as fees earned from interchange, cash advances and other miscellaneous transactions and is presented net of direct costs. Interchange fees are recognized upon settlement of the credit and debit card payment transactions and are generally determined on a percentage basis for credit cards and fixed rates for debit cards based on the corresponding payment network’s rates. Substantially all card fees are recognized at the transaction date, except for certain time-based fees such as annual fees, which are recognized over 12 months. Fees charged to cardholders that are estimated to be uncollectible are reserved in the allowance for loan and lease losses. Included in direct cost are rewards and credit card partner payments. Rewards paid to cardholders are related to points earned by the cardholder that can be redeemed for a broad range of rewards including cash, travel and gift cards. The points to be redeemed are estimated based on past redemption behavior, card product type, account transaction activity and other historical card performance. The liability is reduced as the points are redeemed. The Corporation also makes payments to credit card partners. The payments are based on revenue-sharing agreements that are generally driven by cardholder transactions and partner sales volumes. As part of the revenue-sharing agreements, the credit card partner provides the Corporation exclusive rights to market to the credit card partner’s members or customers on behalf of the Corporation.
Service Charges
Service charges include deposit and lending-related fees. Deposit-related fees consist of fees earned on consumer and commercial
deposit activities and are generally recognized when the transactions occur or as the service is performed. Consumer fees are earned on consumer deposit accounts for account maintenance and various transaction-based services, such as ATM transactions, wire transfer activities, check and money order processing and insufficient funds/overdraft transactions. Commercial deposit-related fees are from the Corporation’s Global Transaction Services business and consist of commercial deposit and treasury management services, including account maintenance and other services, such as payroll, sweep account and other cash management services. Lending-related fees generally represent transactional fees earned from certain loan commitments, financial guarantees and SBLCs.
Investment and Brokerage Services
Investment and brokerage services consist of asset management and brokerage fees. Asset management fees are earned from the management of client assets under advisory agreements or the full discretion of the Corporation’s financial advisors (collectively referred to as assets under management (AUM)). Asset management fees are earned as a percentage of the client’s AUM and generally range from 50 basis points (bps) to 150 bps of the AUM. In cases where a third party is used to obtain a client’s investment allocation, the fee remitted to the third party is recorded net and is not reflected in the transaction price, as the Corporation is an agent for those services.
Brokerage fees include income earned from transaction-based services that are performed as part of investment management services and are based on a fixed price per unit or as a percentage of the total transaction amount. Brokerage fees also include distribution fees and sales commissions that are primarily in the
Global Wealth & Investment Management (GWIM) segment and are earned over time. In addition, primarily in the Global Markets segment, brokerage fees are earned when the Corporation fills customer orders to buy or sell various financial products or when it acknowledges, affirms, settles and clears transactions and/or submits trade information to the appropriate clearing broker. Certain customers pay brokerage, clearing and/or exchange fees imposed by relevant regulatory bodies or exchanges in order to execute or clear trades. These fees are recorded net and are not reflected in the transaction price, as the Corporation is an agent for those services.
Investment Banking Income
Investment banking income includes underwriting income and financial advisory services income. Underwriting consists of fees earned for the placement of a customer’s debt or equity securities. The revenue is generally earned based on a percentage of the fixed number of shares or principal placed. Once the number of shares or notes is determined and the service is completed, the underwriting fees are recognized. The Corporation incurs certain out-of-pocket expenses, such as legal costs, in performing these services. These expenses are recovered through the revenue the Corporation earns from the customer and are included in operating expenses. Syndication fees represent fees earned as the agent or lead lender responsible for structuring, arranging and administering a loan syndication.
Financial advisory services consist of fees earned for assisting customers with transactions related to mergers and acquisitions and financial restructurings. Revenue varies depending on the size and number of services performed for each contract and is generally contingent on successful execution of the transaction. Revenue is typically recognized once the transaction is completed and all services have been rendered. Additionally, the Corporation may earn a fixed fee in merger and acquisition transactions to provide a fairness opinion, with the fees recognized when the opinion is delivered to the customer.
Other Revenue Measurement and Recognition Policies
The Corporation did not disclose the value of any open performance obligations at December 31, 2018, as its contracts with customers generally have a fixed term that is less than one year, an open term with a cancellation period that is less than one year, or provisions that allow the Corporation to recognize revenue at the amount it has the right to invoice.
Earnings Per Common Share
Earnings per common share (EPS) is computed by dividing net income allocated to common shareholders by the weighted-average common shares outstanding, excluding unvested common shares subject to repurchase or cancellation. Net income allocated to common shareholders is net income adjusted for preferred stock dividends including dividends declared, accretion of discounts on projected cash flowspreferred stock including accelerated accretion when preferred stock is repaid early, and cumulative dividends related to the current dividend period that have not been declared as of period end, less income allocated to participating securities. Diluted EPS is computed by dividing income allocated to common shareholders plus dividends on dilutive convertible preferred stock and preferred stock that can be tendered to exercise warrants, by the weighted-average common shares outstanding plus amounts representing the dilutive effect of stock options outstanding, restricted stock, restricted stock units (RSUs), outstanding warrants and the dilution resulting from the modified terms. If there was no forgivenessconversion of principalconvertible preferred stock, if applicable.

99Bank of America 2018






Foreign Currency Translation
Assets, liabilities and operations of foreign branches and subsidiaries are recorded based on the functional currency of each entity. When the functional currency of a foreign operation is the local currency, the assets, liabilities and operations are translated, for consolidation purposes, from the local currency to the U.S. dollar reporting currency at period-end rates for assets and
liabilities and generally at average rates for results of operations. The resulting unrealized gains and losses are reported as a component of accumulated OCI, net-of-tax. When the foreign entity’s functional currency is the U.S. dollar, the resulting remeasurement gains or losses on foreign currency-denominated assets or liabilities are included in earnings.
NOTE 2Noninterest Income
The table below presents the Corporation’s noninterest income disaggregated by revenue source for 2018, 2017 and 2016. For more information, see Note 1 – Summary of Significant Accounting Principles. For a disaggregation of noninterest income by business segment and All Other, see Note 23 – Business Segment Information.
      
(Dollars in millions)2018 2017 2016
Card income     
Interchange fees (1)
$4,093
 $3,942
 $3,960
Other card income1,958
 1,960
 1,891
Total card income6,051
 5,902
 5,851
Service charges     
Deposit-related fees6,667
 6,708
 6,545
Lending-related fees1,100
 1,110
 1,093
Total service charges7,767
 7,818
 7,638
Investment and brokerage services     
Asset management fees10,189
 9,310
 8,328
Brokerage fees3,971
 4,526
 5,021
Total investment and brokerage services14,160
 13,836
 13,349
Investment banking income     
Underwriting income2,722
 2,821
 2,585
Syndication fees1,347
 1,499
 1,388
Financial advisory services1,258
 1,691
 1,268
Total investment banking income5,327
 6,011
 5,241
Trading account profits8,540
 7,277
 6,902
Other income1,970
 1,841
 3,624
Total noninterest income$43,815
 $42,685
 $42,605
(1)
During 2018, 2017 and 2016, gross interchange fees were $9.5 billion, $8.8 billion and $8.2 billion and are presented net of $5.4 billion, $4.8 billion and $4.2 billion, respectively, of expenses for rewards and partner payments.

Bank of America 2018 100


NOTE 3 Derivatives
Derivative Balances
Derivatives are entered into on behalf of customers, for trading or to support risk management activities. Derivatives used in risk management activities include derivatives that may or may not be designated in qualifying hedge accounting relationships. Derivatives that are not designated in qualifying hedge accounting relationships are referred to as other risk management derivatives. For more information on the Corporation’s derivatives and hedging
activities, see Note 1 – Summary of Significant Accounting Principles. The following tables present derivative instruments included on the Consolidated Balance Sheet in derivative assets and liabilities at December 31, 2018 and 2017. Balances are presented on a gross basis, prior to the application of counterparty and cash collateral netting. Total derivative assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements and have been reduced by cash collateral received or paid.
              
   December 31, 2018
   Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
Swaps$15,977.9
 $141.0
 $3.2
 $144.2
 $138.9
 $2.0
 $140.9
Futures and forwards3,656.6
 4.7
 
 4.7
 5.0
 
 5.0
Written options1,584.9
 
 
 
 28.6
 
 28.6
Purchased options1,614.0
 30.8
 
 30.8
 
 
 
Foreign exchange contracts      

    
 

Swaps1,704.8
 38.8
 1.4
 40.2
 42.2
 2.3
 44.5
Spot, futures and forwards4,276.0
 39.8
 0.4
 40.2
 39.3
 0.3
 39.6
Written options256.7
 
 
 
 5.0
 
 5.0
Purchased options240.4
 4.6
 
 4.6
 
 
 
Equity contracts      

    
 

Swaps253.6
 7.7
 
 7.7
 8.4
 
 8.4
Futures and forwards100.0
 2.1
 
 2.1
 0.3
 
 0.3
Written options597.1
 
 
 
 27.5
 
 27.5
Purchased options549.4
 36.0
 
 36.0
 
 
 
Commodity contracts 
     

    
 

Swaps43.1
 2.7
 
 2.7
 4.5
 
 4.5
Futures and forwards51.7
 3.2
 
 3.2
 0.5
 
 0.5
Written options27.5
 
 
 
 2.2
 
 2.2
Purchased options23.4
 1.7
 
 1.7
 
 
 
Credit derivatives (2, 3)
 
    
 

    
 

Purchased credit derivatives: 
    
 

    
 

Credit default swaps408.1
 5.3
 
 5.3
 4.9
 
 4.9
Total return swaps/options84.5
 0.4
 
 0.4
 1.0
 
 1.0
Written credit derivatives:     
 

    
 

Credit default swaps371.9
 4.4
 
 4.4
 4.3
 
 4.3
Total return swaps/options87.3
 0.6
 
 0.6
 0.6
 
 0.6
Gross derivative assets/liabilities  $323.8
 $5.0
 $328.8
 $313.2
 $4.6
 $317.8
Less: Legally enforceable master netting agreements 
 

  
 (252.7)  
  
 (252.7)
Less: Cash collateral received/paid 
  
  
 (32.4)  
  
 (27.2)
Total derivative assets/liabilities 
  
  
 $43.7
  
  
 $37.9
(1)
Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)
The net derivative liability and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $185 million and $342.8 billion at December 31, 2018.
(3)
Derivative assets and liabilities for credit default swaps (CDS) reflect a central clearing counterparty’s amendments to legally re-characterize daily cash variation margin from collateral, which secures an outstanding exposure, to settlement, which discharges an outstanding exposure, effective in 2018.

101Bank of America 2018






              
   December 31, 2017
   Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
Swaps$15,416.4
 $175.1
 $2.9
 $178.0
 $172.5
 $1.7
 $174.2
Futures and forwards4,332.4
 0.5
 
 0.5
 0.5
 
 0.5
Written options1,170.5
 
 
 
 35.5
 
 35.5
Purchased options1,184.5
 37.6
 
 37.6
 
 
 
Foreign exchange contracts   
  
  
  
  
  
Swaps2,011.1
 35.6
 2.2
 37.8
 36.1
 2.7
 38.8
Spot, futures and forwards3,543.3
 39.1
 0.7
 39.8
 39.1
 0.8
 39.9
Written options291.8
 
 
 
 5.1
 
 5.1
Purchased options271.9
 4.6
 
 4.6
 
 
 
Equity contracts 
  
  
  
  
  
  
Swaps265.6
 4.8
 
 4.8
 4.4
 
 4.4
Futures and forwards106.9
 1.5
 
 1.5
 0.9
 
 0.9
Written options480.8
 
 
 
 23.9
 
 23.9
Purchased options428.2
 24.7
 
 24.7
 
 
 
Commodity contracts 
  
  
  
  
  
  
Swaps46.1
 1.8
 
 1.8
 4.6
 
 4.6
Futures and forwards47.1
 3.5
 
 3.5
 0.6
 
 0.6
Written options21.7
 
 
 
 1.4
 
 1.4
Purchased options22.9
 1.4
 
 1.4
 
 
 
Credit derivatives (2)
 
  
  
  
  
  
  
Purchased credit derivatives: 
  
  
  
  
  
  
Credit default swaps470.9
 4.1
 
 4.1
 11.1
 
 11.1
Total return swaps/options54.1
 0.1
 
 0.1
 1.3
 
 1.3
Written credit derivatives: 
  
  
  
    
  
Credit default swaps448.2
 10.6
 
 10.6
 3.6
 
 3.6
Total return swaps/options55.2
 0.8
 
 0.8
 0.2
 
 0.2
Gross derivative assets/liabilities 
 $345.8
 $5.8
 $351.6
 $340.8
 $5.2
 $346.0
Less: Legally enforceable master netting agreements 
  
  
 (279.2)  
  
 (279.2)
Less: Cash collateral received/paid 
  
  
 (34.6)  
  
 (32.5)
Total derivative assets/liabilities 
  
  
 $37.8
  
  
 $34.3
(1)
Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)
The net derivative asset and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $6.4 billion and $435.1 billion at December 31, 2017.
Offsetting of Derivatives
The Corporation enters into International Swaps and Derivatives Association, Inc. (ISDA) master netting agreements or similar agreements with substantially all of the Corporation’s derivative counterparties. Where legally enforceable, these master netting agreements give the Corporation, in the event of default by the counterparty, the right to liquidate securities held as collateral and to offset receivables and payables with the same counterparty. For purposes of the Consolidated Balance Sheet, the Corporation offsets derivative assets and liabilities and cash collateral held with the same counterparty where it has such a legally enforceable master netting agreement.
The following table presents derivative instruments included in derivative assets and liabilities on the Consolidated Ba
lance Sheet at December 31, 2018 and 2017 by primary risk (e.g., interest rate risk) and the platform, where applicable, on which these derivatives are transacted. Balances are presented on a gross basis, prior to the application of counterparty and cash collateral netting. Total gross derivative assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements which include reducing the balance for counterparty netting and cash collateral received or paid.
For more information on offsetting of securities financing agreements, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreements, Short-term Borrowings and Restricted Cash.

Bank of America 2018 102


        
Offsetting of Derivatives (1)
       
        
 
Derivative
Assets
 Derivative Liabilities 
Derivative
Assets
 Derivative Liabilities
(Dollars in billions)December 31, 2018 December 31, 2017
Interest rate contracts 
  
  
  
Over-the-counter$174.2
 $169.4
 $211.7
 $206.0
Over-the-counter cleared4.8
 4.0
 1.9
 1.8
Foreign exchange contracts       
Over-the-counter82.5
 86.3
 78.7
 80.8
Over-the-counter cleared0.9
 0.9
 0.9
 0.7
Equity contracts       
Over-the-counter24.6
 14.6
 18.3
 16.2
Exchange-traded16.1
 15.1
 9.1
 8.5
Commodity contracts       
Over-the-counter3.5
 4.5
 2.9
 4.4
Exchange-traded1.0
 0.9
 0.7
 0.8
Credit derivatives       
Over-the-counter7.7
 8.2
 9.1
 9.6
Over-the-counter cleared2.5
 2.3
 6.1
 6.0
Total gross derivative assets/liabilities, before netting       
Over-the-counter292.5
 283.0
 320.7
 317.0
Exchange-traded17.1
 16.0
 9.8
 9.3
Over-the-counter cleared8.2
 7.2
 8.9
 8.5
Less: Legally enforceable master netting agreements and cash collateral received/paid       
Over-the-counter(264.4) (259.2) (296.9) (294.6)
Exchange-traded(13.5) (13.5) (8.6) (8.6)
Over-the-counter cleared(7.2) (7.2) (8.3) (8.5)
Derivative assets/liabilities, after netting32.7
 26.3
 25.6
 23.1
Other gross derivative assets/liabilities (2)
11.0
 11.6
 12.2
 11.2
Total derivative assets/liabilities43.7
 37.9
 37.8
 34.3
Less: Financial instruments collateral (3)
(16.3) (8.6) (11.2) (10.4)
Total net derivative assets/liabilities$27.4
 $29.3
 $26.6
 $23.9
(1)
OTC derivatives include bilateral transactions between the Corporation and a particular counterparty. OTC-cleared derivatives include bilateral transactions between the Corporation and a counterparty where the transaction is cleared through a clearinghouse. Exchange-traded derivatives include listed options transacted on an exchange.
(2)
Consists of derivatives entered into under master netting agreements where the enforceability of these agreements is uncertain under bankruptcy laws in some countries or industries.
(3)
Amounts are limited to the derivative asset/liability balance and, accordingly, do not include excess collateral received/pledged. Financial instruments collateral includes securities collateral received or pledged and cash securities held and posted at third-party custodians that are not offset on the Consolidated Balance Sheet but shown as a reduction to derive net derivative assets and liabilities.
ALM and Risk Management Derivatives
The Corporation’s ALM and risk management activities include the use of derivatives to mitigate risk to the Corporation including derivatives designated in qualifying hedge accounting relationships and derivatives used in other risk management activities. Interest rate, foreign exchange, equity, commodity and credit contracts are utilized in the Corporation’s ALM and risk management activities.
TheCorporation maintains an overall interest rate risk management strategy that incorporates the use of interest rate contracts, which are generally non-leveraged generic interest rate and basis swaps, options, futures and forwards, to minimize significant fluctuations in earnings caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity and volatility so that movements in interest rates do not significantly adversely affect earnings or capital. As a result of interest rate fluctuations, hedged fixed-rate assets and liabilities appreciate or depreciate in fair value. Gains or losses on the derivative instruments that are linked to the hedged fixed-rate assets and liabilities are expected to substantially offset this unrealized appreciation or depreciation.
Market risk, including interest rate risk, can be substantial in the mortgage business. Market risk in the mortgage business is the risk that values of mortgage assets or revenues will be adversely affected by changes in market conditions such as interest rate movements. To mitigate the interest rate risk in mortgage banking production income, the Corporation utilizes forward loan sale commitments and other derivative instruments, including purchased options, and certain debt securities. The
Corporation also utilizes derivatives such as interest rate options, interest rate swaps, forward settlement contracts and eurodollar futures to hedge certain market risks of MSRs. For more information on MSRs, see Note 20 – Fair Value Measurements.
The Corporation uses foreign exchange contracts to manage the foreign exchange risk associated with certain foreign currency-denominated assets and liabilities, as well as the Corporation’s investments in non-U.S. subsidiaries. Foreign exchange contracts, which include spot and forward contracts, represent agreements to exchange the currency of one country for the currency of another country at an agreed-upon price on an agreed-upon settlement date. Exposure to loss on these contracts will increase or decrease over their respective lives as currency exchange and interest rates fluctuate.
The Corporation purchases credit derivatives to manage credit risk related to certain funded and unfunded credit exposures. Credit derivatives include CDS, total return swaps and swaptions. These derivatives are recorded on the Consolidated Balance Sheet at fair value with changes in fair value recorded in other income.
Derivatives Designated as Accounting Hedges
The Corporation uses various types of interest rate and foreign exchange derivative contracts to protect against changes in the fair value of its assets and liabilities due to fluctuations in interest rates and exchange rates (fair value hedges). The Corporation also uses these types of contracts to protect against changes in the cash flows of its assets and liabilities, and other forecasted transactions (cash flow hedges). The Corporation hedges its net investment in consolidated non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward

103Bank of America 2018






exchange contracts and cross-currency basis swaps, and by issuing foreign currency-denominated debt (net investment hedges).
Fair Value Hedges
The table below summarizes information related to fair value hedges for 2018, 2017 and 2016.
            
Gains and Losses on Derivatives Designated as Fair Value Hedges      
            
 Derivative Hedged Item
(Dollars in millions)2018 2017 2016 2018 2017 2016
Interest rate risk on long-term debt (1)
$(1,538) $(1,537) $(1,488) $1,429
 $1,045
 $646
Interest rate and foreign currency risk on long-term debt (2)
(1,187) 1,811
 (941) 1,079
 (1,767) 944
Interest rate risk on available-for-sale securities (3)
(52) (67) 227
 50
 35
 (286)
Total$(2,777)
$207

$(2,202)
$2,558

$(687)
$1,304

(1)
Amounts are recorded in interest expense in the Consolidated Statement of Income. In 2017 and 2016, amounts representing hedge ineffectiveness were losses of $492 million and $842 million.
(2)
In 2018, 2017 and 2016, the derivative amount includes losses of $992 million, gains of $2.2 billion and losses of $910 million, respectively, in other income and losses of $116 million, $365 million and $30 million, respectively, in interest expense. Line item totals are in the Consolidated Statement of Income.
(3)
Amounts are recorded in interest income in the Consolidated Statement of Income.
The table below summarizes the carrying value of hedged assets and liabilities that are designated and qualifying in fair value hedging relationships along with the cumulative amount of fair value hedging adjustments included in the carrying value that have been recorded in the current hedging relationships. These fair value hedging adjustments are open basis adjustments that are not subject to amortization as long as the hedging relationship remains designated.
    
Designated Fair Value Hedged Assets (Liabilities)
    
 December 31, 2018
(Dollars in millions)Carrying Value 
Cumulative Fair Value Adjustments (1)
Long-term debt$(138,682) $(2,117)
Available-for-sale debt securities981
 (29)
(1)
For assets, increase (decrease) to carrying value and for liabilities, (increase) decrease to carrying value.
At December 31, 2018, the cumulative fair value adjustments remaining on long-term debt and AFS debt securities from discontinued hedging relationships were a decrease to the related liability and related asset of $1.6 billionand $29 million, which are being amortized over the remaining contractual life of the de-designated hedged items.
Cash Flow and Net Investment Hedges
The following table summarizes certain information related to cash flow hedges and net investment hedges for 2018, 2017 and 2016.
Of the $1.0 billion after-tax net loss ($1.3 billion pretax) on derivatives in accumulated OCI at December 31, 2018, $253 million after-tax ($332 million pretax) is expected to be reclassified into earnings in the next 12 months. These net losses reclassified into earnings are expected to primarily reduce net interest income related to the respective hedged items. For terminated cash flow hedges, the time period over which the majority of the forecasted transactions are hedged is approximately 4 years, with a maximum length of time for certain forecasted transactions of 17 years.
            
Gains and Losses on Derivatives Designated as Cash Flow and Net Investment Hedges
            
 Gains (Losses) Recognized in
Accumulated OCI on Derivatives
 Gains (Losses) in Income
Reclassified from Accumulated OCI
(Dollars in millions, amounts pretax)2018 2017 2016 2018 2017 2016
Cash flow hedges           
Interest rate risk on variable-rate assets (1)
$(159) $(109) $(340) $(165) $(327) $(553)
Price risk on certain restricted stock awards (2)
4
 59
 41
 27
 148
 (32)
Total$(155) $(50) $(299) $(138) $(179) $(585)
Net investment hedges     
  
    
Foreign exchange risk (3)
$989
 $(1,588) $1,636
 $411
 $1,782
 $3

(1)
Amounts reclassified from accumulated OCI are recorded in interest income in the Consolidated Statement of Income.
(2)
Amounts reclassified from accumulated OCI are recorded in personnel expense in the Consolidated Statement of Income.
(3)
Amounts reclassified from accumulated OCI are recorded in other income in the Consolidated Statement of Income. Amounts excluded from effectiveness testing and recognized in other income were gains of $47 million, $120 million and $325 million in 2018, 2017 and 2016, respectively.

Bank of America 2018 104


Other Risk Management Derivatives
Other risk management derivatives are used by the Corporation to reduce certain risk exposures by economically hedging various assets and liabilities. The gains and losses on these derivatives are recognized in other income. The table below presents gains (losses) on these derivatives for 2018, 2017 and 2016. These gains (losses) are largely offset by the income or expense that is recorded on the hedged item.
      
Gains and Losses on Other Risk Management Derivatives
      
(Dollars in millions)2018 2017 2016
Interest rate risk on mortgage activities (1)
$(107) $8
 $461
Credit risk on loans9
 (6) (107)
Interest rate and foreign currency risk on ALM activities (2)
1,010
 (36) (754)

(1)
Primarily related to hedges of interest rate risk on MSRs and IRLCs to originate mortgage loans that will be held for sale. The net gains on IRLCs, which are not included in the table but are considered derivative instruments, were $47 million, $220 million and $533 million for 2018, 2017 and 2016, respectively.
(2)
Primarily related to hedges of debt securities carried at fair value and hedges of foreign currency-denominated debt.
Transfers of Financial Assets with Risk Retained through Derivatives
The Corporation enters into certain transactions involving the transfer of financial assets that are accounted for as sales where substantially all of the economic exposure to the transferred financial assets is retained through derivatives (e.g., interest rate and/or credit), but the Corporation does not retain control over the assets transferred. As of December 31, 2018 and 2017, the Corporation had transferred $5.8 billion and $6.0 billion of non-U.S. government-guaranteed MBS to a third-party trust and retained economic exposure to the transferred assets through derivative contracts. In connection with these transfers, the Corporation received gross cash proceeds of $5.8 billion and $6.0 billion at the transfer dates. At December 31, 2018 and 2017, the fair value of the transferred securities was $5.5 billion and $6.1 billion.
Sales and Trading Revenue
The Corporation enters into trading derivatives to facilitate client transactions and to manage risk exposures arising from trading account assets and liabilities. It is the Corporation’s policy to include these derivative instruments in its trading activities which include derivatives and non-derivative cash instruments. The resulting risk from these derivatives is managed on a portfolio basis as part of the Corporation’s Global Markets business segment. The related sales and trading revenue generated within Global Markets is recorded in various income statement line items including trading account profits and net interest income as well as other revenue categories.
Sales and trading revenue includes changes in the fair value and realized gains and losses on the sales of trading and other assets, net interest income, and fees primarily from commissions on equity securities. Revenue is generated by the difference in the client price for an instrument and the price at which the trading desk can execute the trade in the dealer market. For equity securities, commissions related to purchases and sales are recorded in the “Other” column in the Sales and Trading Revenue table. Changes in the fair value of these securities are included in trading account profits. For debt securities, revenue, with the exception of interest associated with the debt securities, is typically included in trading account profits. Unlike commissions for equity securities, the initial revenue related to broker-dealer services for debt securities is typically included in the pricing of
the instrument rather than being charged through separate fee arrangements. Therefore, this revenue is recorded in trading account profits as part of the initial mark to fair value. For derivatives, the majority of revenue is included in trading account profits. In transactions where the Corporation acts as agent, which include exchange-traded futures and options, fees are recorded in other income.
The table below, which includes both derivatives and non-derivative cash instruments, identifies the amounts in the respective income statement line items attributable to the Corporation’s sales and trading revenue in Global Markets, categorized by primary risk, for 2018, 2017 and 2016. The difference between total trading account profits in the following table and in the Consolidated Statement of Income represents trading activities in business segments other than Global Markets. This table includes debit valuation adjustment (DVA) and funding valuation adjustment (FVA) gains (losses). Global Markets results in Note 23 – Business Segment Information are presented on a fully taxable-equivalent (FTE) basis. The table below is not presented on an FTE basis.
        
Sales and Trading Revenue
        
 Trading Account Profits 
Net Interest
Income
 
Other (1)
 Total
(Dollars in millions)2018
Interest rate risk$1,180
 $1,292
 $220
 $2,692
Foreign exchange risk1,503
 (7) 6
 1,502
Equity risk3,994
 (781) 1,619
 4,832
Credit risk1,063
 1,853
 552
 3,468
Other risk189
 64
 66
 319
Total sales and trading revenue$7,929
 $2,421
 $2,463
 $12,813
 2017
Interest rate risk$712
 $1,560
 $249
 $2,521
Foreign exchange risk1,417
 (1) 7
 1,423
Equity risk2,689
 (517) 1,903
 4,075
Credit risk1,685
 1,937
 576
 4,198
Other risk203
 45
 76
 324
Total sales and trading revenue$6,706
 $3,024
 $2,811
 $12,541
 2016
Interest rate risk$1,189
 $2,002
 $145
 $3,336
Foreign exchange risk1,360
 (10) 5
 1,355
Equity risk1,917
 28
 2,074
 4,019
Credit risk1,674
 1,956
 424
 4,054
Other risk407
 (7) 39
 439
Total sales and trading revenue$6,547
 $3,969
 $2,687
 $13,203
(1)
Represents amounts in investment and brokerage services and other income that are recorded in Global Markets and included in the definition of sales and trading revenue. Includes investment and brokerage services revenue of $1.7 billion, $2.0 billion and $2.1 billion for 2018, 2017 and 2016, respectively.
Credit Derivatives
The Corporation enters into credit derivatives primarily to facilitate client transactions and to manage credit risk exposures. Credit derivatives derive value based on an underlying third-party referenced obligation or a portfolio of referenced obligations and generally require the Corporation, as the seller of credit protection, to make payments to a buyer upon the occurrence of a predefined credit event. Such credit events generally include bankruptcy of the referenced credit entity and failure to pay under the obligation, as well as acceleration of indebtedness and payment repudiation or moratorium. For credit derivatives based on a portfolio of referenced credits or credit indices, the Corporation may not be required to make payment until a specified amount of loss has occurred and/or may only be required to make payment up to a specified amount.

105Bank of America 2018






Credit derivatives are classified as investment and non-investment grade based on the credit quality of the underlying referenced obligation. The Corporation considers ratings of BBB- or higher as investment grade. Non-investment grade includes non-rated credit derivative instruments. The Corporation discloses
internal categorizations of investment grade and non-investment grade consistent with how risk is managed for these instruments.
Credit derivative instruments where the Corporation is the seller of credit protection and their expiration at December 31, 2018 and 2017 are summarized in the following table.
          
Credit Derivative Instruments         
          
 
Less than
One Year
 
One to
Three Years
 
Three to
Five Years
 
Over Five
Years
 Total
 December 31, 2018
(Dollars in millions)Carrying Value
Credit default swaps: 
  
  
  
  
Investment grade$2
 $44
 $436
 $488
 $970
Non-investment grade132
 636
 914
 1,691
 3,373
Total134
 680
 1,350
 2,179
 4,343
Total return swaps/options: 
  
  
  
  
Investment grade105
 
 
 
 105
Non-investment grade472
 21
 
 
 493
Total577
 21
 
 
 598
Total credit derivatives$711
 $701
 $1,350
 $2,179
 $4,941
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $4
 $532
 $536
Non-investment grade1
 1
 1
 1,500
 1,503
Total credit-related notes$1
 $1
 $5
 $2,032
 $2,039
 Maximum Payout/Notional
Credit default swaps: 
  
  
  
  
Investment grade$53,758
 $95,699
 $95,274
 $20,054
 $264,785
Non-investment grade24,297
 33,881
 34,530
 14,426
 107,134
Total78,055
 129,580
 129,804
 34,480
 371,919
Total return swaps/options: 
  
  
  
  
Investment grade60,042
 822
 59
 72
 60,995
Non-investment grade24,524
 1,649
 39
 70
 26,282
Total84,566
 2,471
 98
 142
 87,277
Total credit derivatives$162,621
 $132,051
 $129,902
 $34,622
 $459,196
          
 December 31, 2017
 Carrying Value
Credit default swaps:         
Investment grade$4
 $3
 $61
 $245
 $313
Non-investment grade203
 453
 484
 2,133
 3,273
Total207
 456
 545
 2,378
 3,586
Total return swaps/options: 
  
  
  
  
Investment grade30
 
 
 
 30
Non-investment grade150
 
 
 3
 153
Total180
 
 
 3
 183
Total credit derivatives$387
 $456
 $545
 $2,381
 $3,769
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $7
 $689
 $696
Non-investment grade12
 4
 34
 1,548
 1,598
Total credit-related notes$12
 $4
 $41
 $2,237
 $2,294
 Maximum Payout/Notional
Credit default swaps:         
Investment grade$61,388
 $115,480
 $107,081
 $21,579
 $305,528
Non-investment grade39,312
 49,843
 39,098
 14,420
 142,673
Total100,700
 165,323
 146,179
 35,999
 448,201
Total return swaps/options: 
  
  
  
  
Investment grade37,394
 2,581
 
 143
 40,118
Non-investment grade13,751
 514
 143
 697
 15,105
Total51,145
 3,095
 143
 840
 55,223
Total credit derivatives$151,845
 $168,418
 $146,322
 $36,839
 $503,424

The notional amount represents the maximum amount payable by the Corporation for most credit derivatives. However, the Corporation does not monitor its exposure to credit derivatives based solely on the notional amount because this measure does not take into consideration the probability of occurrence. As such, the notional amount is not a reliable indicator of the Corporation’s exposure to these contracts. Instead, a risk framework is used to define risk tolerances and establish limits so that certain credit risk-related losses occur within acceptable, predefined limits.
Credit-related notes in the table above include investments in securities issued by CDO, collateralized loan obligation (CLO) and credit-linked note vehicles. These instruments are primarily classified as trading securities. The carrying value of these instruments equals the Corporation’s maximum exposure to loss. The Corporation is not obligated to make any payments to the entities under the terms of the securities owned.
Credit-related Contingent Features and Collateral
TheCorporation executes the majority of its derivative contracts in the OTC market with large, international financial institutions, including broker-dealers and, to a lesser degree, with a variety of non-financial companies. A significant majority of the derivative transactions are executed on a daily margin basis. Therefore, events such as a credit rating downgrade (depending on the ultimate rating level) or a breach of credit covenants would typically require an increase in the amount of collateral required of the counterparty, where applicable, and/or allow the Corporation to take additional protective measures such as early termination of all trades. Further, as previously discussed on page 102, the Corporation enters into legally enforceable master netting agreements which reduce risk by permitting closeout and netting of transactions with the same counterparty upon the occurrence of certain events.

Bank of America 2018 106


A majority of the Corporation’s derivative contracts contain credit risk-related contingent features, primarily in the form of ISDA master netting agreements and credit support documentation that enhance the creditworthiness of these instruments compared to other obligations of the respective counterparty with whom the Corporation has transacted. These contingent features may be for the benefit of the Corporation as well as its counterparties with respect to changes in the Corporation’s creditworthiness and the mark-to-market exposure under the derivative transactions. At December 31, 2018 and 2017, the Corporation held cash and securities collateral of $81.6 billion and $77.2 billion, and posted cash and securities collateral of $56.5 billion and $59.2 billion in the normal course of business under derivative agreements, excluding cross-product margining agreements where clients are permitted to margin on a net basis for both derivative and secured financing arrangements.
In connection with certain OTC derivative contracts and other trading agreements, the Corporation can be required to provide additional collateral or to terminate transactions with certain counterparties in the event of a downgrade of the senior debt ratings of the Corporation or certain subsidiaries. The amount of
additional collateral required depends on the contract and is usually a fixed incremental amount and/or the market value of the exposure.
At December 31, 2018, the amount of collateral, calculated based on the terms of the contracts, that the Corporation and certain subsidiaries could be required to post to counterparties but had not yet posted to counterparties was $1.8 billion, including $1.0 billion for Bank of America, National Association (Bank of America, N.A. or BANA).
Some counterparties are currently able to unilaterally terminate certain contracts, or the Corporation or certain subsidiaries may be required to take other action such as find a suitable replacement or obtain a guarantee. At December 31, 2018 and 2017, the liability recorded for these derivative contracts was not decreased,significant.
The table below presents the modificationamount of additional collateral that would have been contractually required by derivative contracts and other trading agreements at December 31, 2018 if the rating agencies had downgraded their long-term senior debt ratings for the Corporation or certain subsidiaries by one incremental notch and by an additional second incremental notch.
    
Additional Collateral Required to be Posted Upon Downgrade at December 31, 2018
    
(Dollars in millions)
One
incremental notch
 
Second
incremental notch
Bank of America Corporation$619
 $347
Bank of America, N.A. and subsidiaries (1)
209
 268
(1)
Included in Bank of America Corporation collateral requirements in this table.
The following table presents the derivative liabilities that would be subject to unilateral termination by counterparties and the amounts of collateral that would have been contractually required at December 31, 2018 if the long-term senior debt ratings for the Corporation or certain subsidiaries had been lower by one incremental notch and by an additional second incremental notch.
    
Derivative Liabilities Subject to Unilateral Termination Upon Downgrade at December 31, 2018
    
(Dollars in millions)
One
incremental notch
 
Second
incremental notch
Derivative liabilities$13
 $581
Collateral posted1
 305

Valuation Adjustments on Derivatives
TheCorporation records credit risk valuation adjustments on derivatives in order to properly reflect the credit quality of the counterparties and its own credit quality. The Corporation calculates valuation adjustments on derivatives based on a modeled expected exposure that incorporates current market risk factors. The exposure also takes into consideration credit mitigants such as enforceable master netting agreements and collateral. CDS spread data is used to estimate the default probabilities and severities that are applied to the exposures. Where no observable credit default data is available for counterparties, the Corporation uses proxies and other market data to estimate default probabilities and severity.
Valuation adjustments on derivatives are affected by changes in market spreads, non-credit related market factors such as interest rate and currency changes that affect the expected exposure, and other factors like changes in collateral arrangements and partial payments. Credit spreads and non-credit factors can move independently. For example, for an interest rate swap, changes in interest rates may increase the expected exposure, which would increase the counterparty credit valuation adjustment (CVA). Independently, counterparty credit spreads may tighten, which would result in an offsetting decrease to CVA.
The Corporation enters into risk management activities to offset market driven exposures. The Corporation often hedges the counterparty spread risk in CVA with CDS. The Corporation hedges other market risks in both CVA and DVA primarily with currency and interest rate swaps. In certain instances, the net-of-hedge amounts in the table below move in the same direction as the gross amount or may move in the opposite direction. This movement is a consequence of the complex interaction of the risks being hedged, resulting in limitations in the ability to perfectly hedge all of the market exposures at all times.
The table below presents CVA, DVA and FVA gains (losses) on derivatives, which are recorded in trading account profits, on a gross and net of hedge basis for 2018, 2017 and 2016. CVA gains reduce the cumulative CVA thereby increasing the derivative assets balance. DVA gains increase the cumulative DVA thereby decreasing the derivative liabilities balance. CVA and DVA losses have the opposite impact. FVA gains related to derivative assets reduce the cumulative FVA thereby increasing the derivative assets balance. FVA gains related to derivative liabilities increase the cumulative FVA thereby decreasing the derivative liabilities balance. FVA losses have the opposite impact.
          
Valuation Adjustments on Derivatives (1)
    
          
Gains (Losses)GrossNet GrossNet Gross Net
(Dollars in millions)2018 2017 2016
Derivative assets (CVA)$77
$187
 $330
$98
 $374
 $214
Derivative assets/liabilities (FVA)(15)14
 160
178
 186
 102
Derivative liabilities (DVA)(19)(55) (324)(281) 24
 (141)
(1)
At December 31, 2018, 2017 and 2016, cumulative CVA reduced the derivative assets balance by $600 million, $677 million and $1.0 billion, cumulative FVA reduced the net derivatives balance by $151 million, $136 million and $296 million, and cumulative DVA reduced the derivative liabilities balance by $432 million, $450 million and $774 million, respectively.


107Bank of America 2018






NOTE 4 Securities
The table below presents the amortized cost, gross unrealized gains and losses, and fair value of AFS debt securities, other debt securities carried at fair value and HTM debt securities at December 31, 2018 and 2017.
        
Debt Securities    
  
 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
(Dollars in millions)December 31, 2018
Available-for-sale debt securities       
Mortgage-backed securities:       
Agency$125,116
 $138
 $(3,428) $121,826
Agency-collateralized mortgage obligations5,621
 19
 (110) 5,530
Commercial14,469
 11
 (402) 14,078
Non-agency residential (1)
1,792
 136
 (11) 1,917
Total mortgage-backed securities146,998
 304
 (3,951) 143,351
U.S. Treasury and agency securities56,239
 62
 (1,378) 54,923
Non-U.S. securities9,307
 5
 (6) 9,306
Other taxable securities, substantially all asset-backed securities4,387
 29
 (6) 4,410
Total taxable securities216,931
 400
 (5,341) 211,990
Tax-exempt securities17,349
 99
 (72) 17,376
Total available-for-sale debt securities234,280
 499
 (5,413) 229,366
Other debt securities carried at fair value8,595
 172
 (32) 8,735
Total debt securities carried at fair value242,875
 671
 (5,445) 238,101
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities (2)
203,652
 747
 (3,964) 200,435
Total debt securities (3, 4)
$446,527
 $1,418
 $(9,409) $438,536
        
 December 31, 2017
Available-for-sale debt securities       
Mortgage-backed securities: 
  
  
  
Agency$194,119
 $506
 $(1,696) $192,929
Agency-collateralized mortgage obligations6,846
 39
 (81) 6,804
Commercial13,864
 28
 (208) 13,684
Non-agency residential (1)
2,410
 267
 (8) 2,669
Total mortgage-backed securities217,239
 840
 (1,993) 216,086
U.S. Treasury and agency securities54,523
 18
 (1,018) 53,523
Non-U.S. securities6,669
 9
 (1) 6,677
Other taxable securities, substantially all asset-backed securities5,699
 73
 (2) 5,770
Total taxable securities284,130
 940
 (3,014) 282,056
Tax-exempt securities20,541
 138
 (104) 20,575
Total available-for-sale debt securities304,671
 1,078
 (3,118) 302,631
Other debt securities carried at fair value12,273
 252
 (39) 12,486
Total debt securities carried at fair value316,944
 1,330
 (3,157) 315,117
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities125,013
 111
 (1,825) 123,299
Total debt securities (3, 4)
$441,957
 $1,441
 $(4,982) $438,416
Available-for-sale marketable equity securities (5)
$27
 $
 $(2) $25
(1)
At December 31, 2018 and 2017, the underlying collateral type included approximately 68 percent and 62 percent prime, 4 percent and 13 percent Alt-A, and 28 percent and 25 percent subprime.
(2)
During 2018, the Corporation transferred AFS debt securities with an amortized cost of $64.5 billion to held to maturity.
(3)
Includes securities pledged as collateral of $40.6 billion and $35.8 billion at December 31, 2018 and 2017.
(4)
The Corporation had debt securities from FNMA and FHLMC that each exceeded 10 percent of shareholders’ equity, with an amortized cost of $161.2 billion and $52.2 billion, and a fair value of $158.5 billion and $51.4 billion at December 31, 2018, and an amortized cost of $163.6 billion and $50.3 billion, and a fair value of $162.1 billion and $50.0 billion at December 31, 2017.
(5)
Classified in other assets on the Consolidated Balance Sheet.
At December 31, 2018, the accumulated net unrealized loss on AFS debt securities included in accumulated OCI was $3.7 billion, net of the related income tax benefit of $1.2 billion. The Corporation had nonperforming AFS debt securities of $11 million and $99 million at December 31, 2018 and 2017.
Effective January 1, 2018, the Corporation adopted an accounting standard applicable to equity securities. For additional information, see Note 1 – Summary of Significant Accounting Principles. At December 31, 2018, the Corporation held equity securities at an aggregate fair value of $893 million and other equity securities, as valued under the measurement alternative,
at cost of $219 million, both of which are included in other assets. At December 31, 2018, the Corporation also held equity securities at fair value of $1.2 billion included in time deposits placed and other short-term investments.
The following table presents the components of other debt securities carried at fair value where the changes in fair value are reported in other income. In 2018, the Corporation recorded unrealized mark-to-market net losses of $73 million and realized net gains of $140 million, and unrealized mark-to-market net gains of $243 million and realized net losses of $49 million in 2017. These amounts exclude hedge results.


Bank of America 2018 108


    
Other Debt Securities Carried at Fair Value
  
 December 31
(Dollars in millions)2018 2017
Mortgage-backed securities$1,606
 $2,769
U.S. Treasury and agency securities1,282
 
Non-U.S. securities (1)
5,844
 9,488
Other taxable securities, substantially all asset-backed securities3
 229
Total$8,735
 $12,486
(1)
These securities are primarily used to satisfy certain international regulatory liquidity requirements.
The gross realized gains and losses on sales of AFS debt securities for 2018, 2017 and 2016 are presented in the table below.
      
Gains and Losses on Sales of AFS Debt Securities
    
(Dollars in millions)2018 2017 2016
Gross gains$169
 $352
 $520
Gross losses(15) (97) (30)
Net gains on sales of AFS debt securities$154
 $255
 $490
Income tax expense attributable to realized net gains on sales of AFS debt securities$37
 $97
 $186
The table below presents the fair value and the associated gross unrealized losses on AFS debt securities and whether these securities have had gross unrealized losses for less than 12 months or for 12 months or longer at December 31, 2018 and 2017.
            
Temporarily Impaired and Other-than-temporarily Impaired AFS Debt Securities      
  
 Less than Twelve Months Twelve Months or Longer Total
 
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses
(Dollars in millions)December 31, 2018
Temporarily impaired AFS debt securities           
Mortgage-backed securities:           
Agency$14,771
 $(49) $99,211
 $(3,379) $113,982
 $(3,428)
Agency-collateralized mortgage obligations3
 
 4,452
 (110) 4,455
 (110)
Commercial1,344
 (8) 11,991
 (394) 13,335
 (402)
Non-agency residential106
 (8) 49
 (3) 155
 (11)
Total mortgage-backed securities16,224
 (65) 115,703
 (3,886) 131,927
 (3,951)
U.S. Treasury and agency securities288
 (1) 51,374
 (1,377) 51,662
 (1,378)
Non-U.S. securities773
 (5) 21
 (1) 794
 (6)
Other taxable securities, substantially all asset-backed securities183
 (1) 185
 (5) 368
 (6)
Total taxable securities17,468
 (72) 167,283
 (5,269) 184,751
 (5,341)
Tax-exempt securities232
 (2) 2,148
 (70) 2,380
 (72)
Total temporarily impaired AFS debt securities17,700
 (74) 169,431
 (5,339) 187,131
 (5,413)
Other-than-temporarily impaired AFS debt securities (1)
           
Non-agency residential mortgage-backed securities

131
 
 3
 
 134
 
Total temporarily impaired and other-than-temporarily impaired
AFS debt securities
$17,831
 $(74) $169,434
 $(5,339) $187,265
 $(5,413)
            
 December 31, 2017
Temporarily impaired AFS debt securities           
Mortgage-backed securities:           
Agency$73,535
 $(352) $72,612
 $(1,344) $146,147
 $(1,696)
Agency-collateralized mortgage obligations2,743
 (29) 1,684
 (52) 4,427
 (81)
Commercial5,575
 (50) 4,586
 (158) 10,161
 (208)
Non-agency residential335
 (7) 
 
 335
 (7)
Total mortgage-backed securities82,188
 (438) 78,882
 (1,554) 161,070
 (1,992)
U.S. Treasury and agency securities27,537
 (251) 24,035
 (767) 51,572
 (1,018)
Non-U.S. securities772
 (1) 
 
 772
 (1)
Other taxable securities, substantially all asset-backed securities
 
 92
 (2) 92
 (2)
Total taxable securities110,497
 (690) 103,009
 (2,323) 213,506
 (3,013)
Tax-exempt securities1,090
 (2) 7,100
 (102) 8,190
 (104)
Total temporarily impaired AFS debt securities111,587
 (692) 110,109
 (2,425) 221,696
 (3,117)
Other-than-temporarily impaired AFS debt securities (1)
           
Non-agency residential mortgage-backed securities58
 (1) 
 
 58
 (1)
Total temporarily impaired and other-than-temporarily impaired
AFS debt securities
$111,645
 $(693) $110,109
 $(2,425) $221,754
 $(3,118)
(1)
Includes other than temporarily impaired AFS debt securities on which an OTTI loss, primarily related to changes in interest rates, remains in accumulated OCI.

109Bank of America 2018






In 2018, 2017 and 2016, the Corporation had $33 million, $41 million and $19 million, respectively, of credit-related OTTI losses on AFS debt securities which were recognized in other income. The amount of noncredit-related OTTI losses recognized in OCI was not significant for all periods presented.
The cumulative OTTI credit losses recognized in income on AFS debt securities that the Corporation does not intend to sell were $120 million, $274 million and $253 million at December 31, 2018, 2017 and 2016, respectively.
The Corporation estimates the portion of a loss on a security that is attributable to credit using a discounted cash flow model and estimates the expected cash flows of the underlying collateral using internal credit, interest rate and prepayment risk models that incorporate management’s best estimate of current key assumptions such as default rates, loss severity and prepayment rates. Assumptions used for the underlying loans that support the MBS can vary widely from loan to loan and are influenced by such factors as loan interest rate, geographic location of the borrower, borrower characteristics and collateral type. Based on these assumptions, the Corporation then determines how the underlying collateral cash flows will be distributed to each MBS issued from the applicable special purpose entity. Expected principal and interest cash flows on an impaired AFS debt security are discounted using the effective yield of each individual impaired AFS debt security.
Significant assumptions used in estimating the expected cash flows for measuring credit losses on non-agency residential mortgage-backed securities (RMBS) were as follows at December 31, 2018.
      
Significant Assumptions
    
   
Range (1)
 Weighted
average
 
10th
Percentile (2)
 
90th
Percentile (2)
Prepayment speed12.9% 3.3% 21.5%
Loss severity19.8
 8.5
 36.4
Life default rate16.9
 1.4
 64.4
(1)
Represents the range of inputs/assumptions based upon the underlying collateral.
(2)
The value of a variable below which the indicated percentile of observations will fall.
Annual constant prepayment speed and loss severity rates are projected considering collateral characteristics such as LTV, creditworthiness of borrowers as measured using Fair Isaac Corporation (FICO) scores, and geographic concentrations. The weighted-average severity by collateral type was 16.0 percent for prime, 16.6 percent for Alt-A and 25.6 percent for subprime at December 31, 2018. Default rates are projected by considering collateral characteristics including, but not limited to, LTV, FICO and geographic concentration. Weighted-average life default rates by collateral type were 14.7 percent for prime, 16.6 percent for Alt-A and 19.1 percent for subprime at December 31, 2018.
The remaining contractual maturity distribution and yields of the Corporation’s debt securities carried at fair value and HTM debt securities at December 31, 2018 are summarized in the table below. Actual duration and yields may differ as prepayments on the loans underlying the mortgages or other ABS are passed through to the Corporation.
                    
Maturities of Debt Securities Carried at Fair Value and Held-to-maturity Debt Securities
                    
 
Due in One
Year or Less
 
Due after One Year
through Five Years
 
Due after Five Years
through Ten Years
 
Due after
Ten Years
 Total
(Dollars in millions)Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
Amortized cost of debt securities carried at fair value 
  
  
  
  
  
  
  
  
  
Mortgage-backed securities: 
  
  
  
  
  
  
  
  
  
Agency$
 % $114
 2.42% $1,245
 2.39% $123,757
 3.34% $125,116
 3.33%
Agency-collateralized mortgage obligations
 
 
 
 30
 2.50
 5,591
 3.17
 5,621
 3.17
Commercial198
 1.78
 2,467
 2.36
 10,976
 2.53
 828
 2.96
 14,469
 2.52
Non-agency residential
 
 
 
 14
 
 3,268
 9.88
 3,282
 9.84
Total mortgage-backed securities198
 1.78
 2,581
 2.36
 12,265
 2.51
 133,444
 3.49
 148,488
 3.39
U.S. Treasury and agency securities670
 0.78
 33,659
 1.48
 23,159
 2.36
 21
 2.57
 57,509
 1.83
Non-U.S. securities14,318
 1.30
 682
 1.88
 21
 4.43
 121
 6.57
 15,142
 1.37
Other taxable securities, substantially all asset-backed securities1,591
 3.34
 2,022
 3.54
 688
 3.48
 86
 5.59
 4,387
 3.49
Total taxable securities16,777
 1.48
 38,944
 1.66
 36,133
 2.43
 133,672
 3.49
 225,526
 2.85
Tax-exempt securities938
 2.59
 7,526
 2.59
 6,162
 2.44
 2,723
 2.55
 17,349
 2.53
Total amortized cost of debt securities carried at fair value$17,715
 1.54
 $46,470
 1.81
 $42,295
 2.43
 $136,395
 3.47
 $242,875
 2.83
Amortized cost of HTM debt securities (2)
$657
 5.78
 $18
 3.93
 $1,475
 2.89
 $201,502
 3.23
 $203,652
 3.24
                    
Debt securities carried at fair value 
  
  
  
  
  
  
  
  
  
Mortgage-backed securities: 
  
  
  
  
  
  
  
  
  
Agency$
  
 $114
  
 $1,219
  
 $120,493
  
 $121,826
  
Agency-collateralized mortgage obligations
  
 
  
 29
  
 5,501
  
 5,530
  
Commercial198
  
 2,425
  
 10,656
  
 799
  
 14,078
  
Non-agency residential
  
 
  
 24
  
 3,499
  
 3,523
  
Total mortgage-backed securities198
   2,539
   11,928
   130,292
   144,957
  
U.S. Treasury and agency securities669
   32,694
   22,821
   21
   56,205
  
Non-U.S. securities14,315
  
 692
  
 19
  
 124
  
 15,150
  
Other taxable securities, substantially all asset-backed securities1,585
  
 2,043
  
 698
  
 87
  
 4,413
  
Total taxable securities16,767
  
 37,968
  
 35,466
  
 130,524
  
 220,725
  
Tax-exempt securities936
  
 7,537
  
 6,184
  
 2,719
  
 17,376
  
Total debt securities carried at fair value$17,703
  
 $45,505
  
 $41,650
  
 $133,243
  
 $238,101
  
Fair value of HTM debt securities (2)
$657
   $18
   $1,429
   $198,331
   $200,435
  
(1)
The weighted average yield is computed based on a constant effective interest rate over the contractual life of each security. The average yield considers the contractual coupon and the amortization of premiums and accretion of discounts, excluding the effect of related hedging derivatives.
(2)
Substantially all U.S. agency MBS.

Bank of America 2018 110


NOTE 5Outstanding Loans and Leases
The following tables present total outstanding loans and leases and an aging analysis for the Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, at December 31, 2018 and 2017.
                
 
30-59 Days Past Due (1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due (2)
 
Total Past
Due 30 Days
or More
 
Total Current or Less Than 30 Days Past Due (3)
 
Purchased
Credit-impaired
(4)
 Loans Accounted for Under the Fair Value Option 
Total
Outstandings
(Dollars in millions)December 31, 2018
Consumer real estate 
    
  
  
  
  
  
Core portfolio               
Residential mortgage$1,188
 $249
 $793
 $2,230
 $191,465
     $193,695
Home equity200
 85
 387
 672
 39,338
     40,010
Non-core portfolio               
Residential mortgage624
 268
 2,012
 2,904
 8,158
 $3,800
   14,862
Home equity119
 60
 287
 466
 6,965
 845
   8,276
Credit card and other consumer               
U.S. credit card577
 418
 994
 1,989
 96,349
     98,338
Direct/Indirect consumer (5)
317
 90
 40
 447
 90,719
     91,166
Other consumer (6)

 
 
 
 202
     202
Total consumer3,025
 1,170
 4,513
 8,708
 433,196
 4,645
   446,549
Consumer loans accounted for under the fair value option (7)
 
  
  
  
  
  
 $682
 682
Total consumer loans and leases3,025
 1,170
 4,513
 8,708
 433,196
 4,645
 682
 447,231
Commercial               
U.S. commercial594
 232
 573
 1,399
 297,878
     299,277
Non-U.S. commercial1
 49
 
 50
 98,726
     98,776
Commercial real estate (8)
29
 16
 14
 59
 60,786
     60,845
Commercial lease financing124
 114
 37
 275
 22,259
     22,534
U.S. small business commercial83
 54
 96
 233
 14,332
     14,565
Total commercial831
 465
 720
 2,016
 493,981
     495,997
Commercial loans accounted for under the fair value option (7)
 
  
  
  
  
  
 3,667
 3,667
Total commercial loans and leases831
 465
 720
 2,016
 493,981
   3,667
 499,664
Total loans and leases (9)
$3,856
 $1,635
 $5,233
 $10,724
 $927,177
 $4,645
 $4,349
 $946,895
Percentage of outstandings0.41% 0.17% 0.55% 1.13% 97.92% 0.49% 0.46% 100.00%
(1)
Consumer real estate loans 30-59 days past due includes fully-insured loans of $637 million and nonperforming loans of $217 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $269 million and nonperforming loans of $146 million.
(2)
Consumer real estate includes fully-insured loans of $1.9 billion.
(3)
Consumer real estate includes $1.8 billion and direct/indirect consumer includes $53 million of nonperforming loans.
(4)
PCI loan amounts are shown gross of the valuation allowance.
(5)
Total outstandings includes auto and specialty lending loans and leases of $50.1 billion, unsecured consumer lending loans of $383 million, U.S. securities-based lending loans of $37.0 billion, non-U.S. consumer loans of $2.9 billion and other consumer loans of $746 million.
(6)
Substantially all of other consumer is consumer overdrafts.
(7)
Consumer loans accounted for under the fair value option includes residential mortgage loans of $336 million and home equity loans of $346 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.5 billion and non-U.S. commercial loans of $1.1 billion. For additional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(8)
Total outstandings includes U.S. commercial real estate loans of $56.6 billion and non-U.S. commercial real estate loans of $4.2 billion.
(9)
Total outstandings includes loans and leases pledged as collateral of $36.7 billion. The Corporation also pledged $166.1 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank (FHLB).

111Bank of America 2018






                
 
30-59 Days
Past Due
(1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due
(2)
 Total Past
Due 30 Days
or More
 
Total
Current or
Less Than
30 Days
Past Due (3)
 
Purchased
Credit-impaired
(4)
 
Loans
Accounted
for Under
the Fair
Value Option
 Total Outstandings
(Dollars in millions)December 31, 2017
Consumer real estate 
    
  
  
  
  
  
Core portfolio               
Residential mortgage$1,242
 $321
 $1,040
 $2,603
 $174,015
    
 $176,618
Home equity215
 108
 473
 796
 43,449
    
 44,245
Non-core portfolio   
  
  
  
  
  
  
Residential mortgage1,028
 468
 3,535
 5,031
 14,161
 $8,001
  
 27,193
Home equity224
 121
 572
 917
 9,866
 2,716
  
 13,499
Credit card and other consumer   
  
  
  
  
  
  
U.S. credit card542
 405
 900
 1,847
 94,438
    
 96,285
Direct/Indirect consumer (5)
330
 104
 44
 478
 95,864
    
 96,342
Other consumer (6)

 
 
 
 166
    
 166
Total consumer3,581
 1,527
 6,564
 11,672
 431,959
 10,717
  
454,348
Consumer loans accounted for under the fair value option (7)
            $928

928
Total consumer loans and leases3,581
 1,527
 6,564
 11,672
 431,959
 10,717
 928
 455,276
Commercial   
  
  
  
  
  
  
U.S. commercial547
 244
 425
 1,216
 283,620
    
 284,836
Non-U.S. commercial52
 1
 3
 56
 97,736
    
 97,792
Commercial real estate (8)
48
 10
 29
 87
 58,211
    
 58,298
Commercial lease financing110
 68
 26
 204
 21,912
    
 22,116
U.S. small business commercial95
 45
 88
 228
 13,421
    
 13,649
Total commercial852
 368
 571
 1,791
 474,900
    
 476,691
Commercial loans accounted for under the fair value option (7)
            4,782
 4,782
Total commercial loans and leases852
 368
 571
 1,791
 474,900
   4,782
 481,473
Total loans and leases (9)
$4,433
 $1,895
 $7,135
 $13,463
 $906,859
 $10,717
 $5,710
 $936,749
Percentage of outstandings0.48% 0.20% 0.76% 1.44% 96.81% 1.14% 0.61% 100.00%

(1)
Consumer real estate loans 30-59 days past due includes fully-insured loans of $850 million and nonperforming loans of $253 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $386 million and nonperforming loans of $195 million.
(2)
Consumer real estate includes fully-insured loans of $3.2 billion.
(3)
Consumer real estate includes $2.3 billion and direct/indirect consumer includes $43 million of nonperforming loans.
(4)
PCI loan amounts are shown gross of the valuation allowance.
(5)
Total outstandings includes auto and specialty lending loans and leases of $52.4 billion, unsecured consumer lending loans of $469 million, U.S. securities-based lending loans of $39.8 billion, non-U.S. consumer loans of $3.0 billion and other consumer loans of $684 million.
(6)
Substantially all of other consumer is consumer overdrafts.
(7)
Consumer loans accounted for under the fair value option includes residential mortgage loans of $567 million and home equity loans of $361 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.6 billion and non-U.S. commercial loans of $2.2 billion. For additional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(8)
Total outstandings includes U.S. commercial real estate loans of $54.8 billion and non-U.S. commercial real estate loans of $3.5 billion.
(9)
Total outstandings includes loans and leases pledged as collateral of $40.1 billion. The Corporation also pledged $160.3 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and FHLB.
The Corporation categorizes consumer real estate loans as core and non-core based on loan and customer characteristics such as origination date, product type, LTV, FICO score and delinquency status consistent with its current consumer and mortgage servicing strategy. Generally, loans that were originated after January 1, 2010, qualified under government-sponsored enterprise (GSE) underwriting guidelines, or otherwise met the Corporation’s underwriting guidelines in place in 2015 are characterized as core loans. All other loans are generally characterized as non-core loans and represent runoff portfolios.
The Corporation has entered into long-term credit protection agreements with FNMA and FHLMC on loans totaling $6.1 billion and $6.3 billion at December 31, 2018 and 2017, providing full credit protection on residential mortgage loans that become severely delinquent. All of these loans are individually insured and therefore the Corporation does not record an allowance for credit losses related to these loans.
During 2018, the Corporation sold $11.6 billion of consumer real estate loans compared to $4.0 billion in 2017. In addition to recurring loan sales, the 2018 amount includes sales of loans, primarily non-core, with a carrying value of $9.6 billion and related gains of $731 million recorded in other income in the Consolidated Statement of Income.
Nonperforming Loans and Leases
The Corporation classifies junior-lien home equity loans as nonperforming when the first-lien loan becomes 90 days past due even if the junior-lien loan is performing. At December 31, 2018 and 2017, $221 million and $330 million of such junior-lien home equity loans were included in nonperforming loans.
The Corporation classifies consumer real estate loans that have been discharged in Chapter 7 bankruptcy and not reaffirmed by the borrower as TDRs, irrespective of payment history or delinquency status, even if the repayment terms for the loan have not been otherwise modified. The Corporation continues to have a lien on the underlying collateral. At December 31, 2018, nonperforming loans discharged in Chapter 7 bankruptcy with no change in repayment terms were $185 million of which $98 million were current on their contractual payments, while $70 million were 90 days or more past due. Of the contractually current nonperforming loans, 63 percent were discharged in Chapter 7 bankruptcy over 12 months ago, and 55 percent were discharged 24 months or more ago.

Bank of America 2018 112


During 2018, the Corporation sold nonperforming and PCI consumer real estate loans with a carrying value of $5.3 billion, including $4.4 billion of PCI loans, compared to $1.3 billion, including $803 million of PCI loans, in 2017.
The table below presents the Corporation’s nonperforming loans and leases including nonperforming TDRs,
and loans accruing past due 90 days or more at December 31, 2018 and 2017. Nonperforming LHFS are excluded from nonperforming loans and leases as they are recorded at either fair value or the lower of cost or fair value. For more information on the criteria for classification as nonperforming, see Note 1 – Summary of Significant Accounting Principles.
        
Credit Quality  
        
 
Nonperforming Loans
and Leases
 
Accruing Past Due
90 Days or More
 December 31
(Dollars in millions)2018 2017 2018 2017
Consumer real estate 
  
  
  
Core portfolio       
Residential mortgage (1)
$1,010
 $1,087
 $274
 $417
Home equity955
 1,079
 
 
Non-core portfolio 
  
  
  
Residential mortgage (1)
883
 1,389
 1,610
 2,813
Home equity938
 1,565
 
 
Credit card and other consumer 
  
    
U.S. credit cardn/a
 n/a
 994
 900
Direct/Indirect consumer56
 46
 38
 40
Total consumer3,842
 5,166
 2,916
 4,170
Commercial 
  
  
  
U.S. commercial794
 814
 197
 144
Non-U.S. commercial80
 299
 
 3
Commercial real estate156
 112
 4
 4
Commercial lease financing18
 24
 29
 19
U.S. small business commercial54
 55
 84
 75
Total commercial1,102
 1,304
 314
 245
Total loans and leases$4,944
 $6,470
 $3,230
 $4,415
(1)
Residential mortgage loans in the core and non-core portfolios accruing past due 90 days or more are fully-insured loans. At December 31, 2018 and 2017, residential mortgage includes $1.4 billion and $2.2 billion of loans on which interest has been curtailed by the FHA and therefore are no longer accruing interest, although principal is still insured, and $498 million and $1.0 billion of loans on which interest is still accruing.
n/a = not applicable
Credit Quality Indicators
The Corporation monitors credit quality within its Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments based on primary credit quality indicators. For more information on the portfolio segments, see Note 1 – Summary of Significant Accounting Principles. Within the Consumer Real Estate portfolio segment, the primary credit quality indicators are refreshed LTV and refreshed FICO score. Refreshed LTV measures the carrying value of the loan as a percentage of the value of the property securing the loan, refreshed quarterly. Home equity loans are evaluated using CLTV which measures the carrying value of the Corporation’s loan and available line of credit combined with any outstanding senior liens against the property as a percentage of the value of the property securing the loan, refreshed quarterly. FICO score measures the creditworthiness of the borrower based on the financial obligations of the borrower and the borrower’s credit history. FICO scores are typically refreshed quarterly or more
frequently. Certain borrowers (e.g., borrowers that have had debts discharged in a bankruptcy proceeding) may not have their FICO scores updated. FICO scores are also a primary credit quality indicator for the Credit Card and Other Consumer portfolio segment and the business card portfolio within U.S. small business commercial. Within the Commercial portfolio segment, loans are evaluated using the internal classifications of pass rated or reservable criticized as the primary credit quality indicators. The term reservable criticized refers to those commercial loans that are internally classified or listed by the Corporation as Special Mention, Substandard or Doubtful, which are asset quality categories defined by regulatory authorities. These assets have an elevated level of risk and may have littlea high probability of default or total loss. Pass rated refers to all loans not considered reservable criticized. In addition to these primary credit quality indicators, the Corporation uses other credit quality indicators for certain types of loans.


113Bank of America 2018






The following tables present certain credit quality indicators for the Corporation’s Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, at December 31, 2018 and 2017.
            
Consumer Real Estate – Credit Quality Indicators (1)
            
 
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage
PCI
 
Core Home Equity (2)
 
Non-core Home
Equity (2)
 
Home
Equity PCI
(Dollars in millions)December 31, 2018
Refreshed LTV (3)
 
  
  
  
    
Less than or equal to 90 percent$173,911
 $6,861
 $3,411
 $39,246
 $5,870
 $608
Greater than 90 percent but less than or equal to 100 percent2,349
 340
 193
 354
 603
 112
Greater than 100 percent817
 349
 196
 410
 958
 125
Fully-insured loans (4)
16,618
 3,512
        
Total consumer real estate$193,695
 $11,062
 $3,800
 $40,010
 $7,431
 $845
Refreshed FICO score           
Less than 620$2,125
 $1,264
 $710
 $1,064
 $1,325
 $178
Greater than or equal to 620 and less than 6804,538
 1,068
 651
 2,008
 1,575
 145
Greater than or equal to 680 and less than 74023,841
 1,841
 1,201
 7,008
 1,968
 220
Greater than or equal to 740146,573
 3,377
 1,238
 29,930
 2,563
 302
Fully-insured loans (4)
16,618
 3,512
        
Total consumer real estate$193,695
 $11,062
 $3,800
 $40,010
 $7,431
 $845
(1)
Excludes $682 million of loans accounted for under the fair value option.
(2)
Excludes PCI loans.
(3)
Refreshed LTV percentages for PCI loans are calculated using the carrying value net of the related valuation allowance.
(4)
Credit quality indicators are not reported for fully-insured loans as principal repayment is insured.
      
Credit Card and Other Consumer – Credit Quality Indicators  
      
 
U.S. Credit
Card
 
Direct/Indirect
Consumer
 Other Consumer
(Dollars in millions)December 31, 2018
Refreshed FICO score 
  
  
Less than 620$5,016
 $1,719
  
Greater than or equal to 620 and less than 68012,415
 3,124
  
Greater than or equal to 680 and less than 74035,781
 8,921
  
Greater than or equal to 74045,126
 36,709
  
Other internal credit metrics (1, 2)
  40,693
 $202
Total credit card and other consumer$98,338
 $91,166
 $202
(1)
Other internal credit metrics may include delinquency status, geography or other factors.
(2)
Direct/indirect consumer includes $39.9 billion of securities-based lending which is overcollateralized and therefore has minimal credit risk.
          
Commercial – Credit Quality Indicators (1)
    
          
 
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
(Dollars in millions)December 31, 2018
Risk ratings 
  
  
  
  
Pass rated$291,918
 $97,916
 $59,910
 $22,168
 $389
Reservable criticized7,359
 860
 935
 366
 29
Refreshed FICO score (3)
         
Less than 620 
       264
Greater than or equal to 620 and less than 680        684
Greater than or equal to 680 and less than 740        2,072
Greater than or equal to 740        4,254
Other internal credit metrics (3, 4)
        6,873
Total commercial$299,277
 $98,776
 $60,845
 $22,534
 $14,565
(1)
Excludes $3.7 billion of loans accounted for under the fair value option.
(2)
U.S. small business commercial includes $731 million of criticized business card and small business loans which are evaluated using refreshed FICO scores or internal credit metrics, including delinquency status, rather than risk ratings. At December 31, 2018, 99 percent of the balances where internal credit metrics are used was current or less than 30 days past due.
(3)
Refreshed FICO score and other internal credit metrics are applicable only to the U.S. small business commercial portfolio.
(4)
Other internal credit metrics may include delinquency status, application scores, geography or other factors.

Bank of America 2018 114


            
Consumer Real Estate – Credit Quality Indicators (1)
            
 
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage
PCI
 
Core Home Equity (2)
 
Non-core Home
Equity
(2)
 
Home
Equity PCI
(Dollars in millions)December 31, 2017
Refreshed LTV (3)
 
  
  
  
    
Less than or equal to 90 percent$153,669
 $12,135
 $6,872
 $43,048
 $7,944
 $1,781
Greater than 90 percent but less than or equal to 100 percent3,082
 850
 559
 549
 1,053
 412
Greater than 100 percent1,322
 1,011
 570
 648
 1,786
 523
Fully-insured loans (4)
18,545
 5,196
        
Total consumer real estate$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
Refreshed FICO score 
  
  
  
  
  
Less than 620$2,234
 $2,390
 $1,941
 $1,169
 $2,098
 $452
Greater than or equal to 620 and less than 6804,531
 2,086
 1,657
 2,371
 2,393
 466
Greater than or equal to 680 and less than 74022,934
 3,519
 2,396
 8,115
 2,723
 786
Greater than or equal to 740128,374
 6,001
 2,007
 32,590
 3,569
 1,012
Fully-insured loans (4)
18,545
 5,196
        
Total consumer real estate$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
(1)
Excludes $928 million of loans accounted for under the fair value option.
(2)
Excludes PCI loans.
(3)
Refreshed LTV percentages for PCI loans are calculated using the carrying value net of the related valuation allowance.
(4)
Credit quality indicators are not reported for fully-insured loans as principal repayment is insured.
      
Credit Card and Other Consumer – Credit Quality Indicators  
      
 
U.S. Credit
Card
 
Direct/Indirect
Consumer
 Other Consumer
(Dollars in millions)December 31, 2017
Refreshed FICO score 
  
  
Less than 620$4,730
 $2,005
  
Greater than or equal to 620 and less than 68012,422
 4,064
  
Greater than or equal to 680 and less than 74035,656
 10,371
  
Greater than or equal to 74043,477
 36,445
  
Other internal credit metrics (1, 2)
  43,457
 $166
Total credit card and other consumer$96,285
 $96,342
 $166
(1)
Other internal credit metrics may include delinquency status, geography or other factors.
(2)
Direct/indirect consumer includes $42.8 billion of securities-based lending which is overcollateralized and therefore has minimal credit risk.
          
Commercial – Credit Quality Indicators (1)
    
          
 
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
(Dollars in millions)December 31, 2017
Risk ratings 
  
  
  
  
Pass rated$275,904
 $96,199
 $57,732
 $21,535
 $322
Reservable criticized8,932
 1,593
 566
 581
 50
Refreshed FICO score (3)
         
Less than 620        223
Greater than or equal to 620 and less than 680        625
Greater than or equal to 680 and less than 740        1,875
Greater than or equal to 740        3,713
Other internal credit metrics (3, 4)
        6,841
Total commercial$284,836
 $97,792
 $58,298
 $22,116
 $13,649
(1)
Excludes $4.8 billion of loans accounted for under the fair value option.
(2)
U.S. small business commercial includes $709 million of criticized business card and small business loans which are evaluated using refreshed FICO scores or internal credit metrics, including delinquency status, rather than risk ratings. At December 31, 2017, 98 percent of the balances where internal credit metrics are used was current or less than 30 days past due.
(3)
Refreshed FICO score and other internal credit metrics are applicable only to the U.S. small business commercial portfolio.
(4)
Other internal credit metrics may include delinquency status, application scores, geography or other factors.


115Bank of America 2018






Impaired Loans and Troubled Debt Restructurings
A loan is considered impaired when, based on current information, it is probable that the Corporation will be unable to collect all amounts due from the borrower in accordance with the contractual terms of the loan. For more information, see Note 1 – Summary of Significant Accounting Principles.
Consumer Real Estate
Impaired consumer real estate loans within the Consumer Real Estate portfolio segment consist entirely of TDRs. Excluding PCI loans, most modifications of consumer real estate loans meet the definition of TDRs when a binding offer is extended to a borrower. Modifications of consumer real estate loans are done in accordance with government programs or the Corporation’s proprietary programs. These modifications are considered to be TDRs if concessions have been granted to borrowers experiencing financial difficulties. Concessions may include reductions in interest rates, capitalization of past due amounts, principal and/or interest forbearance, payment extensions, principal and/or interest forgiveness, or combinations thereof.
Prior to permanently modifying a loan, the Corporation may enter into trial modifications with certain borrowers under both government and proprietary programs. Trial modifications generally represent a three- to four-month period during which the borrower makes monthly payments under the anticipated modified payment terms. Upon successful completion of the trial period, the Corporation and the borrower enter into a permanent modification. Binding trial modifications are classified as TDRs when the trial offer is made and continue to be classified as TDRs regardless of whether the borrower enters into a permanent modification.
Consumer real estate loans that have been discharged in Chapter 7 bankruptcy with no change in repayment terms and not reaffirmed by the borrower of $858 million were included in TDRs at December 31, 2018, of which $185 million were classified as nonperforming and $344 million were loans fully insured by the FHA. For more information on loans discharged in Chapter 7 bankruptcy, see Nonperforming Loans and Leases in this Note.
Consumer real estate TDRs are measured primarily based on the net present value of the estimated cash flows discounted at the loan’s original effective interest rate. If the carrying value of a TDR exceeds this amount, a specific allowance is recorded as a component of the allowance for loan and lease losses.
Alternatively, consumer real estate TDRs that are considered to be dependent solely on the collateral for repayment (e.g., due to the lack of income verification) are measured based on the estimated fair value of the collateral and a charge-off is recorded if the carrying value exceeds the fair value of the collateral. Consumer real estate loans that reached 180 days past due prior to modification had been charged off to their net realizable value, less costs to sell, before they were modified as TDRs in accordance with established policy. Therefore, modifications of consumer real estate loans that are 180 or more days past due as TDRs do not have an impact on the allowance established for the loan. If a portion of the loan is deemed to be uncollectible, a charge-off may be recorded at the time of restructuring. Alternatively, a charge-off may have already been recorded in a previous period such that no charge-off isand lease losses nor are additional charge-offs required at the time of modification. For more informationSubsequent declines in the fair value of the collateral after a loan has reached 180 days past due are recorded as charge-offs. Fully-insured loans are protected against principal loss, and therefore, the Corporation does not record an allowance for loan and lease losses on modifications for the U.S. small business commercial portfolio, see Credit Card and Other Consumeroutstanding principal balance, even after they have been modified in this Note.a TDR.
At December 31, 20172018 and 2016,2017, remaining commitments to lend additional funds to debtors whose terms have been modified in a commercial loanconsumer real estate TDR were $205 million and $461 million.
Commercialnot significant. Consumer real estate foreclosed properties totaled $52$244 million and $14$236 million at December 31, 2018 and 2017. The carrying value of consumer real estate loans, including fully-insured and PCI loans, for which formal foreclosure proceedings were in process at December 31, 2018 was $2.5 billion. During 2018 and 2017, the Corporation reclassified $670 million and 2016.


135Bank of America 2017



$815 million of consumer real estate loans to foreclosed properties or, for properties acquired upon foreclosure of certain government-guaranteed loans (principally FHA-insured loans), to other assets. The reclassifications represent non-cash investing activities and, accordingly, are not reflected in the Consolidated Statement of Cash Flows.
The following table below provides information on impaired loans in the Commercial loan portfolio segment including the unpaid principal balance, carrying value and related allowance at December 31, 20172018 and 2016,2017, and the average carrying value and interest income recognized in 2018, 2017 and 2016 for 2017, 2016 and 2015.impaired loans in the Corporation’s Consumer Real Estate portfolio segment. Certain impaired commercialconsumer real estate loans do not have a related allowance as the current valuation of these impaired loans exceeded the carrying value, which is net of previously recorded charge-offs.

Bank of America 2018 116


            
Impaired Loans – Commercial  
            
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
(Dollars in millions)December 31, 2017 December 31, 2016
With no recorded allowance 
  
  
  
  
  
U.S. commercial$576
 $571
 $
 $860
 $827
 $
Non-U.S. commercial14
 11
 
 130
 130
 
Commercial real estate83
 80
 
 77
 71
 
With an allowance recorded           
U.S. commercial$1,393
 $1,109
 $98
 $2,018
 $1,569
 $132
Non-U.S. commercial528
 507
 58
 545
 432
 104
Commercial real estate133
 41
 4
 243
 96
 10
Commercial lease financing20
 18
 3
 6
 4
 
U.S. small business commercial (1)
84
 70
 27
 85
 73
 27
Total 
  
  
      
U.S. commercial$1,969
 $1,680
 $98
 $2,878
 $2,396
 $132
Non-U.S. commercial542
 518
 58
 675
 562
 104
Commercial real estate216
 121
 4
 320
 167
 10
Commercial lease financing20
 18
 3
 6
 4
 
U.S. small business commercial (1)
84
 70
 27
 85
 73
 27
            
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 2017 2016 2015
With no recorded allowance 
  
  
  
    
U.S. commercial$772
 $12
 $787
 $14
 $688
 $14
Non-U.S. commercial46
 
 34
 1
 29
 1
Commercial real estate69
 1
 67
 
 75
 1
With an allowance recorded           
U.S. commercial$1,260
 $33
 $1,569
 $59
 $953
 $48
Non-U.S. commercial463
 13
 409
 14
 125
 7
Commercial real estate73
 2
 92
 4
 216
 7
Commercial lease financing8
 
 2
 
 
 
U.S. small business commercial (1)
73
 
 87
 1
 109
 1
Total 
  
  
  
    
U.S. commercial$2,032
 $45
 $2,356
 $73
 $1,641
 $62
Non-U.S. commercial509
 13
 443
 15
 154
 8
Commercial real estate142
 3
 159
 4
 291
 8
Commercial lease financing8
 
 2
 
 
 
U.S. small business commercial (1)
73
 
 87
 1
 109
 1
            
Impaired Loans – Consumer Real Estate  
            
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
(Dollars in millions)December 31, 2018 December 31, 2017
With no recorded allowance 
  
  
  
  
  
Residential mortgage$5,396
 $4,268
 $
 $8,856
 $6,870
 $
Home equity2,948
 1,599
 
 3,622
 1,956
 
With an allowance recorded     
      
Residential mortgage$1,977
 $1,929
 $114
 $2,908
 $2,828
 $174
Home equity812
 760
 144
 972
 900
 174
Total (1)
 
  
  
      
Residential mortgage$7,373
 $6,197
 $114
 $11,764
 $9,698
 $174
Home equity3,760
 2,359
 144
 4,594
 2,856
 174
            
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 2018 2017 2016
With no recorded allowance           
Residential mortgage$5,424
 $207
 $7,737
 $311
 $10,178
 $360
Home equity1,894
 105
 1,997
 109
 1,906
 90
With an allowance recorded           
Residential mortgage$2,409
 $91
 $3,414
 $123
 $5,067
 $167
Home equity861
 25
 858
 24
 852
 24
Total (1)
           
Residential mortgage$7,833
 $298
 $11,151
 $434
 $15,245
 $527
Home equity2,755
 130
 2,855
 133
 2,758
 114
(1) 
Includes U.S. small business commercial renegotiated TDR
During 2018, previously impaired consumer real estate loans and related allowance.with a carrying value of $2.3 billion were sold.
(2) 
Interest income recognized includes interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal is considered collectible.

Bank of America 2017136


The table below presents the December 31, 2018, 2017 2016 and 20152016 unpaid principal balance, and carrying value, of commercialand average pre- and post-modification interest rates on consumer real estate loans that were modified asin TDRs during 2018, 2017 2016 and 2015, and net charge-offs that were recorded during the period in which the modification occurred.2016. The table below includesfollowing Consumer Real Estate portfolio segment tables include loans that were initially classified as TDRs during the period and also loans that had previously been classified as TDRs and were modified again during the period.
    
Commercial – TDRs Entered into During 2017, 2016 and 2015
  
 Unpaid Principal Balance Carrying Value
(Dollars in millions)December 31, 2017
U.S. commercial$1,033
 $922
Non-U.S. commercial105
 105
Commercial real estate35
 24
Commercial lease financing20
 17
U.S. small business commercial (1)
13
 13
Total (2)
$1,206
 $1,081
    
 December 31, 2016
U.S. commercial$1,556
 $1,482
Non-U.S. commercial255
 253
Commercial real estate77
 77
Commercial lease financing6
 4
U.S. small business commercial (1)
1
 1
Total (2)
$1,895
 $1,817
    
 December 31, 2015
U.S. commercial$853
 $779
Non-U.S. commercial329
 326
Commercial real estate42
 42
U.S. small business commercial (1)
14
 11
Total (2)
$1,238
 $1,158
        
Consumer Real Estate – TDRs Entered into During 2018, 2017 and 2016
  
 Unpaid Principal Balance Carrying
Value
 Pre-Modification Interest Rate 
Post-Modification Interest Rate (1)
(Dollars in millions)December 31, 2018
Residential mortgage$774
 $641
 4.33% 4.21%
Home equity489
 358
 4.46
 3.74
Total$1,263
 $999
 4.38
 4.03
        
 December 31, 2017
Residential mortgage$824
 $712
 4.43% 4.16%
Home equity764
 590
 4.22
 3.49
Total$1,588
 $1,302
 4.33
 3.83
        
 December 31, 2016
Residential mortgage$1,130
 $1,017
 4.73% 4.16%
Home equity849
 649
 3.95
 2.72
Total$1,979
 $1,666
 4.40
 3.54
(1) 
U.S. small business commercial TDRsThe post-modification interest rate reflects the interest rate applicable only to permanently completed modifications, which exclude loans that are comprisedin a trial modification period.


117Bank of renegotiated small business card loans.America 2018






The table below presents the December 31, 2018, 2017 and 2016 carrying value for consumer real estate loans that were modified in a TDR during 2018, 2017 and 2016, by type of modification.
      
Consumer Real Estate – Modification Programs     
      
 TDRs Entered into During
(Dollars in millions)2018 2017 2016
Modifications under government programs     
Contractual interest rate reduction$19
 $59
 $151
Principal and/or interest forbearance
 4
 13
Other modifications (1)
42
 22
 23
Total modifications under government programs61
 85
 187
Modifications under proprietary programs     
Contractual interest rate reduction209
 281
 235
Capitalization of past due amounts96
 63
 40
Principal and/or interest forbearance51
 38
 72
Other modifications (1)
167
 55
 75
Total modifications under proprietary programs523
 437
 422
Trial modifications285
 569
 831
Loans discharged in Chapter 7 bankruptcy (2)
130
 211
 226
Total modifications$999
 $1,302
 $1,666
(1)
Includes other modifications such as term or payment extensions and repayment plans. During 2018, this included $198 million of modifications that met the definition of a TDR related to the 2017 hurricanes. These modifications had been written down to their net realizable value less costs to sell or were fully insured as of December 31, 2018.
(2) 
Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
The table below presents the carrying value of consumer real estate loans that entered into payment default during 2018, 2017 and 2016 that were modified in a TDR during the 12 months preceding payment default. A payment default for consumer real estate TDRs is recognized when a borrower has missed three monthly payments (not necessarily consecutively) since modification.
      
Consumer Real Estate – TDRs Entering Payment Default that were Modified During the Preceding 12 Months
      
(Dollars in millions)2018 2017 2016
Modifications under government programs$39
 $81
 $262
Modifications under proprietary programs158
 138
 196
Loans discharged in Chapter 7 bankruptcy (1)
64
 116
 158
Trial modifications (2)
107
 391
 824
Total modifications$368
 $726
 $1,440
(1)
Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
(2)
Includes trial modification offers to which the customer did not respond.

Credit Card and Other Consumer
Impaired loans within the Credit Card and Other Consumer portfolio segment consist entirely of loans that have been modified in TDRs. The Corporation seeks to assist customers that are experiencing financial difficulty by modifying loans while ensuring compliance with federal and local laws and guidelines. Credit card and other consumer loan modifications generally involve reducing the interest rate on the account, placing the customer on a fixed payment plan not exceeding 60 months and canceling the customer’s available line of credit, all of which are considered TDRs. The Corporation makes loan modifications directly with borrowers for debt held only by the Corporation (internal programs). Additionally, the Corporation makes loan modifications for
borrowers working with third-party renegotiation agencies that provide solutions to customers’ entire unsecured debt structures (external programs). The Corporation classifies other secured consumer loans that have been discharged in Chapter 7 bankruptcy as TDRs which are written down to collateral value and placed on nonaccrual status no later than the time of discharge. For more information on the regulatory guidance on loans discharged in Chapter 7 bankruptcy, see Nonperforming Loans and Leases in this Note.
The table below provides the unpaid principal balance, carrying value and related allowance at December 31, 2018 and 2017, and the average carrying value for 2018, 2017 and 2016 on TDRs within the Credit Card and Other Consumer portfolio segment.

Bank of America 2018 118


                  
Impaired Loans – Credit Card and Other Consumer        
                  
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Average Carrying Value (2)
(Dollars in millions)December 31, 2018 December 31, 2017 2018 2017 2016
With no recorded allowance 
  
  
            
Direct/Indirect consumer$72
 $33
 $
 $58
 $28
 $
 $30
 $21
 $20
With an allowance recorded 
  
  
          
  
U.S. credit card$522
 $533
 $154
 $454
 $461
 $125
 $491
 $464
 $556
Non-U.S. credit card (3)
n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 47
 111
Direct/Indirect consumer
 
 
 1
 1
 
 1
 2
 10
Total 
  
  
  
  
        
U.S. credit card$522
 $533
 $154
 $454
 $461
 $125
 $491
 $464
 $556
Non-U.S. credit card (3)
n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 47
 111
Direct/Indirect consumer72
 33
 
 59
 29
 
 31
 23
 30
(1)
Includes accrued interest and fees.
(2)
Net charge-offs were $138 millionThe related interest income recognized, which included interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal was considered collectible, was not significant in 2018, $137 million2017 and $31 million in 2017, 2016 and 2015, respectively..
(3)
In 2017, the Corporation sold its non-U.S. consumer credit card business.
A commercialn/a = not applicable
The table below provides information on the Corporation’s primary modification programs for the Credit Card and Other Consumer TDR is generally deemed to be in payment default whenportfolio at December 31, 2018 and 2017.
            
Credit Card and Other Consumer – TDRs by Program Type at December 31
      
 U.S. Credit Card Direct/Indirect Consumer Total TDRs by Program Type
(Dollars in millions)2018 2017 2018 2017 2018 2017
Internal programs$259
 $203
 $
 $1
 $259
 $204
External programs273
 257
 
 
 273
 257
Other1
 1
 33
 28
 34
 29
Total$533
 $461
 $33
 $29
 $566
 $490
Percent of balances current or less than 30 days past due85% 87% 81% 88% 85% 87%

The table below provides information on the loan is 90 days or more past due,Corporation’s Credit Card and Other Consumer TDR portfolio including delinquenciesthe December 31, 2018, 2017 and 2016 unpaid principal balance, carrying value, and average pre- and post-modification interest rates of loans that were not resolved as part of the modification. U.S. small business commercialmodified in TDRs during 2018, 2017 and 2016.
        
Credit Card and Other Consumer – TDRs Entered into During 2018, 2017 and 2016
        
 Unpaid Principal Balance 
Carrying Value (1)
 Pre-Modification Interest Rate Post-Modification Interest Rate
(Dollars in millions)December 31, 2018
U.S. credit card$278
 $292
 19.49% 5.24%
Direct/Indirect consumer42
 23
 5.10
 4.95
Total$320
 $315
 18.45
 5.22
        
 December 31, 2017
U.S. credit card$203
 $213
 18.47% 5.32%
Direct/Indirect consumer37
 22
 4.81
 4.30
Total$240
 $235
 17.17
 5.22
        
 December 31, 2016
U.S. credit card$163
 $172
 17.54% 5.47%
Non-U.S. credit card66
 75
 23.99
 0.52
Direct/Indirect consumer21
 13
 3.44
 3.29
Total$250
 $260
 18.73
 3.93
(1)
Includes accrued interest and fees.

119Bank of America 2018






Credit card and other consumer loans are deemed to be in payment default during the quarter in which a borrower misses the second of two consecutive payments. Payment defaults are one of the factors considered when projecting future cash flows along with observable market prices or fair valuein the calculation of collateral when measuring the allowance for loan and lease losses.losses for impaired credit card and other consumer loans. Based on historical experience, the Corporation estimates that 13 percent of new U.S. credit card TDRs that wereand 14 percent of new direct/indirect consumer TDRs may be in payment
default within 12 months after modification.
default had a carrying value of $64 million, $140 million and $105 million for U.S. commercial and $19 million, $34 million and $25 million for commercial real estate at December 31, 2017, 2016 and 2015, respectively.
Purchased Credit-impaired Loans
At acquisition, purchased credit-impaired (PCI) loans are recorded at fair value with no allowance for credit losses, and accounted for individually or aggregated in pools based on similar risk characteristics. The expected cash flows in excess of the amount paid for the loans is referred to as the accretable yield and is recorded as interest income over the remaining estimated life of the loan or pool of loans. The excess of the contractual principal and interest over the expected cash flows of the PCI loans is referred to as the nonaccretable difference. If, upon subsequent valuation, the Corporation determines it is probable that the present value of the expected cash flows has decreased, a charge to the provision for credit losses is recorded. If it is probable that there is a significant increase in the present value of expected cash flows, the allowance for credit losses is reduced or, if there is no remaining allowance for credit losses related to these PCI loans, the accretable yield is increased through a reclassification from nonaccretable difference, resulting in a prospective increase in interest income. Reclassifications to or from nonaccretable difference can also occur for changes in the estimated lives of the PCI loans. If a loan within a PCI pool is sold, foreclosed, forgiven or the expectation of any future proceeds is remote, the loan is removed from the pool at its proportional carrying value. If the loan’s recovery value is less than its carrying value, the difference is first applied against the PCI pool’s nonaccretable difference and then against the allowance for credit losses.
Leases
The Corporation provides equipment financing to its customers through a variety of lease arrangements. Direct financing leases are carried at the aggregate of lease payments receivable plus estimated residual value of the leased property less unearned income. Leveraged leases, which are a form of financing leases, are reported net of non-recourse debt. Unearned income on leveraged and direct financing leases is accreted to interest income over the lease terms using methods that approximate the interest method.
Allowance for Credit Losses
The allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, represents management’s estimate of probable incurred credit losses in the Corporation’s loan and lease portfolio excluding loans and unfunded lending commitments accounted for under the fair value option. The allowance for credit losses includes both quantitative and qualitative components. The qualitative component has a higher degree of management subjectivity, and includes factors such as concentrations, economic conditions and other considerations. The allowance for loan and lease losses represents the estimated probable credit losses on funded consumer and commercial loans and leases while the reserve for unfunded lending commitments, including standby letters of credit (SBLCs) and binding unfunded loan commitments, represents estimated probable credit losses o
n these unfunded credit instruments based on utilization assumptions. Lending-related credit exposures deemed to be uncollectible, excluding loans carried at fair value, are charged off against these accounts.
The Corporation performs periodic and systematic detailed reviews of its lending portfolios to identify credit risks and to assess the overall collectability of those portfolios. The allowance on certain homogeneous consumer loan portfolios, which generally consist of consumer real estate loans within the Consumer Real Estate portfolio segment and credit card loans within the Credit Card and Other Consumer portfolio segment, is based on aggregated portfolio segment evaluations generally by product type. Loss forecast models are utilized for these portfolios which consider a variety of factors including, but not limited to, historical loss experience, estimated defaults or foreclosures based on portfolio trends, delinquencies, bankruptcies, economic conditions, credit scores and the amount of loss in the event of default.
For consumer loans secured by residential real estate, using statistical modeling methodologies, the Corporation estimates the number of loans that will default based on the individual loan attributes aggregated into pools of homogeneous loans with similar attributes. The attributes that are most significant to the probability of default and are used to estimate defaults include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination (referred to as vintage) and geography, all of which are further broken down by present collection status (whether the loan is current, delinquent, in default or in bankruptcy). The severity or loss given default is estimated based on the refreshed LTV for first-lien mortgages or CLTV for subordinated liens. The estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect an assessment of environmental factors not yet reflected in the historical data underlying the loss estimates, such as changes in real estate values, local and national economies, underwriting standards and the regulatory environment. The probability of default models also incorporate recent experience with modification programs including re-defaults subsequent to modification, a loan’s default history prior to modification and the change in borrower payments post-modification. On home equity loans where the Corporation holds only a second-lien position and foreclosure is not the best alternative, the loss severity is estimated at 100 percent.
The allowance on certain commercial loans (except business card and certain small business loans) is calculated using loss rates delineated by risk rating and product type. Factors considered when assessing loss rates include the value of the underlying collateral, if applicable, the industry of the obligor, and the obligor’s liquidity and other financial indicators along with certain qualitative factors. These statistical models are updated regularly for changes in economic and business conditions. Included in the analysis of consumer and commercial loan portfolios are qualitative estimates which are maintained to cover uncertainties that affect the Corporation’s estimate of probable losses including domestic and global economic uncertainty and large single-name defaults.
For individually impaired loans, which include nonperforming commercial loans as well as consumer and commercial loans and leases modified in a troubled debt restructuring (TDR), management measures impairment primarily based on the present value of payments expected to be received, discounted at the loans’ original effective contractual interest rates. Credit card loans are discounted at the portfolio average contractual annual percentage rate, excluding promotionally priced loans, in effect prior to restructuring. Impaired loans and TDRs may also be

95Bank of America 2018






measured based on observable market prices, or for loans that are solely dependent on the collateral for repayment, the estimated fair value of the collateral less costs to sell. If the recorded investment in impaired loans exceeds this amount, a specific allowance is established as part of the allowance for loan and lease losses unless these are secured consumer loans that are solely dependent on collateral for repayment, in which case the amount that exceeds the fair value of the collateral is charged off.
Generally, the Corporation initially estimates the fair value of the collateral securing these consumer real estate-secured loans using an automated valuation model (AVM). An AVM is a tool that estimates the value of a property by reference to market data including sales of comparable properties and price trends specific to the Metropolitan Statistical Area in which the property being valued is located. In the event that an AVM value is not available, the Corporation utilizes publicized indices or if these methods provide less reliable valuations, the Corporation uses appraisals or broker price opinions to estimate the fair value of the collateral. While there is inherent imprecision in these valuations, the Corporation believes that they are representative of the portfolio in the aggregate.
In addition to the allowance for loan and lease losses, the Corporation also estimates probable losses related to unfunded lending commitments, such as letters of credit, financial guarantees and binding unfunded loan commitments. Unfunded lending commitments are subject to individual reviews and are analyzed and segregated by risk according to the Corporation’s internal risk rating scale. These risk classifications, in conjunction with an analysis of historical loss experience, utilization assumptions, current economic conditions, performance trends within the portfolio and any other pertinent information, result in the estimation of the reserve for unfunded lending commitments.
The allowance for credit losses related to the loan and lease portfolio is reported separately on the Consolidated Balance Sheet whereas the reserve for unfunded lending commitments is reported on the Consolidated Balance Sheet in accrued expenses and other liabilities. The provision for credit losses related to the loan and lease portfolio and unfunded lending commitments is reported in the Consolidated Statement of Income.
Nonperforming Loans and Leases, Charge-offs and Delinquencies
Nonperforming loans and leases generally include loans and leases that have been placed on nonaccrual status. Loans accounted for under the fair value option, PCI loans and LHFS are not reported as nonperforming.
In accordance with the Corporation’s policies, consumer real estate-secured loans, including residential mortgages and home equity loans, are generally placed on nonaccrual status and classified as nonperforming at 90 days past due unless repayment of the loan is insured by the Federal Housing Administration (FHA) or through individually insured long-term standby agreements with Fannie Mae (FNMA) or Freddie Mac (FHLMC) (the fully-insured portfolio). Residential mortgage loans in the fully-insured portfolio are not placed on nonaccrual status and, therefore, are not reported as nonperforming. Junior-lien home equity loans are placed on nonaccrual status and classified as nonperforming when the underlying first-lien mortgage loan becomes 90 days past due even if the junior-lien loan is current. The outstanding balance of real estate-secured loans that is in excess of the estimated property value less costs to sell is charged off no later than the end of the month in which the loan becomes 180 days past due unless the loan is fully insured, or for loans in bankruptcy, within
60 days of receipt of notification of filing, with the remaining balance classified as nonperforming.
Consumer loans secured by personal property, credit card loans and other unsecured consumer loans are not placed on nonaccrual status prior to charge-off and, therefore, are not reported as nonperforming loans, except for certain secured consumer loans, including those that have been modified in a TDR. Personal property-secured loans (including auto loans) are charged off to collateral value no later than the end of the month in which the account becomes 120 days past due, or upon repossession of an auto or, for loans in bankruptcy, within 60 days of receipt of notification of filing. Credit card and other unsecured customer loans are charged off no later than the end of the month in which the account becomes 180 days past due, within 60 days after receipt of notification of death or bankruptcy, or upon confirmation of fraud.
Commercial loans and leases, excluding business card loans, that are past due 90 days or more as to principal or interest, or where reasonable doubt exists as to timely collection, including loans that are individually identified as being impaired, are generally placed on nonaccrual status and classified as nonperforming unless well-secured and in the process of collection.
Business card loans are charged off in the same manner as consumer credit card loans. These loans are not placed on nonaccrual status prior to charge-off and, therefore, are not reported as nonperforming loans. Other commercial loans and leases are generally charged off when all or a portion of the principal amount is determined to be uncollectible.
The entire balance of a consumer loan or commercial loan or lease is contractually delinquent if the minimum payment is not received by the specified due date on the customer’s billing statement. Interest and fees continue to accrue on past due loans and leases until the date the loan is placed on nonaccrual status, if applicable. Accrued interest receivable is reversed when loans and leases are placed on nonaccrual status. Interest collections on nonaccruing loans and leases for which the ultimate collectability of principal is uncertain are applied as principal reductions; otherwise, such collections are credited to income when received. Loans and leases may be restored to accrual status when all principal and interest is current and full repayment of the remaining contractual principal and interest is expected.
PCI loans are recorded at fair value at the acquisition date. Although the PCI loans may be contractually delinquent, the Corporation does not classify these loans as nonperforming as the loans were written down to fair value at the acquisition date and the accretable yield is recognized in interest income over the remaining life of the loan. In addition, reported net charge-offs exclude write-offs on PCI loans as the fair value already considers the estimated credit losses.
Troubled Debt Restructurings
Consumer and commercial loans and leases whose contractual terms have been restructured in a manner that grants a concession to a borrower experiencing financial difficulties are classified as TDRs. Concessions could include a reduction in the interest rate to a rate that is below market on the loan, payment extensions, forgiveness of principal, forbearance or other actions designed to maximize collections. Loans that are carried at fair value, LHFS and PCI loans are not classified as TDRs.
Loans and leases whose contractual terms have been modified in a TDR and are current at the time of restructuring may remain on accrual status if there is demonstrated performance prior to the restructuring and payment in full under the restructured terms

Bank of America 2018 96


is expected. Otherwise, the loans are placed on nonaccrual status and reported as nonperforming, except for fully-insured consumer real estate loans, until there is sustained repayment performance for a reasonable period, generally six months. If accruing TDRs cease to perform in accordance with their modified contractual terms, they are placed on nonaccrual status and reported as nonperforming TDRs.
Secured consumer loans that have been discharged in Chapter 7 bankruptcy and have not been reaffirmed by the borrower are classified as TDRs at the time of discharge. Such loans are placed on nonaccrual status and written down to the estimated collateral value less costs to sell no later than at the time of discharge. If these loans are contractually current, interest collections are generally recorded in interest income on a cash basis. Consumer real estate-secured loans for which a binding offer to restructure has been extended are also classified as TDRs. Credit card and other unsecured consumer loans that have been renegotiated in a TDR generally remain on accrual status until the loan is either paid in full or charged off, which occurs no later than the end of the month in which the loan becomes 180 days past due or, for loans that have been placed on a fixed payment plan, 120 days past due.
A loan that had previously been modified in a TDR and is subsequently refinanced under current underwriting standards at a market rate with no concessionary terms is accounted for as a new loan and is no longer reported as a TDR.
Loans Held-for-sale
Loans that are intended to be sold in the foreseeable future, including residential mortgages, loan syndications, and to a lesser degree, commercial real estate, consumer finance and other loans, are reported as LHFS and are carried at the lower of aggregate cost or fair value. The Corporation accounts for certain LHFS, including residential mortgage LHFS, under the fair value option. Loan origination costs related to LHFS that the Corporation accounts for under the fair value option are recognized in noninterest expense when incurred. Loan origination costs for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and recognized as a reduction of noninterest income upon the sale of such loans. LHFS that are on nonaccrual status and are reported as nonperforming, as defined in the policy herein, are reported separately from nonperforming loans and leases.
Premises and Equipment
Premises and equipment are carried at cost less accumulated depreciation and amortization. Depreciation and amortization are recognized using the straight-line method over the estimated useful lives of the assets. Estimated lives range up to 40 years for buildings, up to 12 years for furniture and equipment, and the shorter of lease term or estimated useful life for leasehold improvements.
Goodwill and Intangible Assets
Goodwill is the purchase premium after adjusting for the fair value of net assets acquired. Goodwill is not amortized but is reviewed for potential impairment on an annual basis, or when events or circumstances indicate a potential impairment, at the reporting unit level. A reporting unit is a business segment or one level below a business segment.
The Corporation assesses the fair value of each reporting unit against its carrying value, including goodwill, as measured by allocated equity. For purposes of goodwill impairment testing, the Corporation utilizes allocated equity as a proxy for the carrying value of its reporting units. Allocated equity in the reporting units
is comprised of allocated capital plus capital for the portion of goodwill and intangibles specifically assigned to the reporting unit.
In performing its goodwill impairment testing, the Corporation first assesses qualitative factors to determine whether it is more likely than not that the fair value of a reporting unit is less than its carrying value. Qualitative factors include, among other things, macroeconomic conditions, industry and market considerations, financial performance of the respective reporting unit and other relevant entity- and reporting-unit specific considerations.
If the Corporation concludes it is more likely than not that the fair value of a reporting unit is less than its carrying value, a quantitative assessment is performed. If the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit is considered not impaired; however, if the carrying value of the reporting unit exceeds its fair value, an additional step is performed to measure potential impairment.
This step involves calculating an implied fair value of goodwill which is the excess of the fair value of the reporting unit, as determined in the first step, over the aggregate fair values of the assets, liabilities and identifiable intangibles as if the reporting unit was being acquired in a business combination. If the implied fair value of goodwill exceeds the goodwill assigned to the reporting unit, there is no impairment. If the goodwill assigned to a reporting unit exceeds the implied fair value of goodwill, an impairment charge is recorded for the excess. An impairment loss recognized cannot exceed the amount of goodwill assigned to a reporting unit. An impairment loss establishes a new basis in the goodwill, and subsequent reversals of goodwill impairment losses are not permitted under applicable accounting guidance.
For intangible assets subject to amortization, an impairment loss is recognized if the carrying value of the intangible asset is not recoverable and exceeds fair value. The carrying value of the intangible asset is considered not recoverable if it exceeds the sum of the undiscounted cash flows expected to result from the use of the asset. Intangible assets deemed to have indefinite useful lives are not subject to amortization. An impairment loss is recognized if the carrying value of the intangible asset with an indefinite life exceeds its fair value.
Variable Interest Entities
A VIE is an entity that lacks equity investors or whose equity investors do not have a controlling financial interest in the entity through their equity investments. The Corporation consolidates a VIE if it has both the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and an obligation to absorb losses or the right to receive benefits that could potentially be significant to the VIE. On a quarterly basis, the Corporation reassesses its involvement with the VIE and evaluates the impact of changes in governing documents and its financial interests in the VIE. The consolidation status of the VIEs with which the Corporation is involved may change as a result of such reassessments.
The Corporation primarily uses VIEs for its securitization activities, in which the Corporation transfers whole loans or debt securities into a trust or other vehicle. When the Corporation is the servicer of whole loans held in a securitization trust, including non-agency residential mortgages, home equity loans, credit cards, and other loans, the Corporation has the power to direct the most significant activities of the trust. The Corporation generally does not have the power to direct the most significant activities of a residential mortgage agency trust except in certain circumstances in which the Corporation holds substantially all of the issued securities and has the unilateral right to liquidate the trust. The power to direct the most significant activities of a commercial

97Bank of America 2018






mortgage securitization trust is typically held by the special servicer or by the party holding specific subordinate securities which embody certain controlling rights. The Corporation consolidates a whole-loan securitization trust if it has the power to direct the most significant activities and also holds securities issued by the trust or has other contractual arrangements, other than standard representations and warranties, that could potentially be significant to the trust.
The Corporation may also transfer trading account securities and AFS securities into municipal bond or resecuritization trusts. The Corporation consolidates a municipal bond or resecuritization trust if it has control over the ongoing activities of the trust such as the remarketing of the trust’s liabilities or, if there are no ongoing activities, sole discretion over the design of the trust, including the identification of securities to be transferred in and the structure of securities to be issued, and also retains securities or has liquidity or other commitments that could potentially be significant to the trust. The Corporation does not consolidate a municipal bond or resecuritization trust if one or a limited number of third-party investors share responsibility for the design of the trust or have control over the significant activities of the trust through liquidation or other substantive rights.
Other VIEs used by the Corporation include collateralized debt obligations (CDOs), investment vehicles created on behalf of customers and other investment vehicles. The Corporation does not routinely serve as collateral manager for CDOs and, therefore, does not typically have the power to direct the activities that most significantly impact the economic performance of a CDO. However, following an event of default, if the Corporation is a majority holder of senior securities issued by a CDO and acquires the power to manage its assets, the Corporation consolidates the CDO.
The Corporation consolidates a customer or other investment vehicle if it has control over the initial design of the vehicle or manages the assets in the vehicle and also absorbs potentially significant gains or losses through an investment in the vehicle, derivative contracts or other arrangements. The Corporation does not consolidate an investment vehicle if a single investor controlled the initial design of the vehicle or manages the assets in the vehicles or if the Corporation does not have a variable interest that could potentially be significant to the vehicle.
Retained interests in securitized assets are initially recorded at fair value. In addition, the Corporation may invest in debt securities issued by unconsolidated VIEs. Fair values of these debt securities, which are classified as trading account assets, debt securities carried at fair value or HTM securities, are based primarily on quoted market prices in active or inactive markets. Generally, quoted market prices for retained residual interests are not available; therefore, the Corporation estimates fair values based on the present value of the associated expected future cash flows.
Fair Value
The Corporation measures the fair values of its assets and liabilities, where applicable, in accordance with accounting guidance that requires an entity to base fair value on exit price. Under this guidance, an entity is required to maximize the use of observable inputs and minimize the use of unobservable inputs in measuring fair value. A hierarchy is established which categorizes fair value measurements into three levels based on the inputs to the valuation technique with the highest priority given to unadjusted quoted prices in active markets and the lowest priority given to unobservable inputs. The Corporation categorizes its fair value measurements of financial instruments based on this three-level hierarchy.
Level 1Unadjusted quoted prices in active markets for identical assets or liabilities. Level 1 assets and liabilities include debt and equity securities and derivative contracts that are traded in an active exchange market, as well as certain U.S. Treasury securities that are highly liquid and are actively traded in OTC markets.
Level 2Observable inputs other than Level 1 prices, such as quoted prices for similar assets or liabilities, quoted prices in markets that are not active, or other inputs that are observable or can be corroborated by observable market data for substantially the full term of the assets or liabilities. Level 2 assets and liabilities include debt securities with quoted prices that are traded less frequently than exchange-traded instruments and derivative contracts where fair value is determined using a pricing model with inputs that are observable in the market or can be derived principally from or corroborated by observable market data. This category generally includes U.S. government and agency mortgage-backed (MBS) and asset-backed securities (ABS), corporate debt securities, derivative contracts, certain loans and LHFS.
Level 3Unobservable inputs that are supported by little or no market activity and that are significant to the overall fair value of the assets or liabilities. Level 3 assets and liabilities include financial instruments for which the determination of fair value requires significant management judgment or estimation. The fair value for such assets and liabilities is generally determined using pricing models, discounted cash flow methodologies or similar techniques that incorporate the assumptions a market participant would use in pricing the asset or liability. This category generally includes retained residual interests in securitizations, consumer MSRs, certain ABS, highly structured, complex or long-dated derivative contracts, certain loans and LHFS, IRLCs and certain CDOs where independent pricing information cannot be obtained for a significant portion of the underlying assets.
Income Taxes
There are two components of income tax expense: current and deferred. Current income tax expense reflects taxes to be paid or refunded for the current period. Deferred income tax expense results from changes in deferred tax assets and liabilities between periods. These gross deferred tax assets and liabilities represent decreases or increases in taxes expected to be paid in the future because of future reversals of temporary differences in the bases of assets and liabilities as measured by tax laws and their bases as reported in the financial statements. Deferred tax assets are also recognized for tax attributes such as net operating loss carryforwards and tax credit carryforwards. Valuation allowances are recorded to reduce deferred tax assets to the amounts management concludes are more likely than not to be realized.
Income tax benefits are recognized and measured based upon a two-step model: first, a tax position must be more likely than not to be sustained based solely on its technical merits in order to be recognized, and second, the benefit is measured as the largest dollar amount of that position that is more likely than not to be sustained upon settlement. The difference between the benefit recognized and the tax benefit claimed on a tax return is referred to as an unrecognized tax benefit. The Corporation records income tax-related interest and penalties, if applicable, within income tax expense.

Bank of America 2018 98


Revenue Recognition
The following summarizes the Corporation’s revenue recognition accounting policies for certain noninterest income activities.
Card Income
Card income includes annual, late and over-limit fees as well as fees earned from interchange, cash advances and other miscellaneous transactions and is presented net of direct costs. Interchange fees are recognized upon settlement of the credit and debit card payment transactions and are generally determined on a percentage basis for credit cards and fixed rates for debit cards based on the corresponding payment network’s rates. Substantially all card fees are recognized at the transaction date, except for certain time-based fees such as annual fees, which are recognized over 12 months. Fees charged to cardholders that are estimated to be uncollectible are reserved in the allowance for loan and lease losses. Included in direct cost are rewards and credit card partner payments. Rewards paid to cardholders are related to points earned by the cardholder that can be redeemed for a broad range of rewards including cash, travel and gift cards. The points to be redeemed are estimated based on past redemption behavior, card product type, account transaction activity and other historical card performance. The liability is reduced as the points are redeemed. The Corporation also makes payments to credit card partners. The payments are based on revenue-sharing agreements that are generally driven by cardholder transactions and partner sales volumes. As part of the revenue-sharing agreements, the credit card partner provides the Corporation exclusive rights to market to the credit card partner’s members or customers on behalf of the Corporation.
Service Charges
Service charges include deposit and lending-related fees. Deposit-related fees consist of fees earned on consumer and commercial
deposit activities and are generally recognized when the transactions occur or as the service is performed. Consumer fees are earned on consumer deposit accounts for account maintenance and various transaction-based services, such as ATM transactions, wire transfer activities, check and money order processing and insufficient funds/overdraft transactions. Commercial deposit-related fees are from the Corporation’s Global Transaction Services business and consist of commercial deposit and treasury management services, including account maintenance and other services, such as payroll, sweep account and other cash management services. Lending-related fees generally represent transactional fees earned from certain loan commitments, financial guarantees and SBLCs.
Investment and Brokerage Services
Investment and brokerage services consist of asset management and brokerage fees. Asset management fees are earned from the management of client assets under advisory agreements or the full discretion of the Corporation’s financial advisors (collectively referred to as assets under management (AUM)). Asset management fees are earned as a percentage of the client’s AUM and generally range from 50 basis points (bps) to 150 bps of the AUM. In cases where a third party is used to obtain a client’s investment allocation, the fee remitted to the third party is recorded net and is not reflected in the transaction price, as the Corporation is an agent for those services.
Brokerage fees include income earned from transaction-based services that are performed as part of investment management services and are based on a fixed price per unit or as a percentage of the total transaction amount. Brokerage fees also include distribution fees and sales commissions that are primarily in the
Global Wealth & Investment Management (GWIM) segment and are earned over time. In addition, primarily in the Global Markets segment, brokerage fees are earned when the Corporation fills customer orders to buy or sell various financial products or when it acknowledges, affirms, settles and clears transactions and/or submits trade information to the appropriate clearing broker. Certain customers pay brokerage, clearing and/or exchange fees imposed by relevant regulatory bodies or exchanges in order to execute or clear trades. These fees are recorded net and are not reflected in the transaction price, as the Corporation is an agent for those services.
Investment Banking Income
Investment banking income includes underwriting income and financial advisory services income. Underwriting consists of fees earned for the placement of a customer’s debt or equity securities. The revenue is generally earned based on a percentage of the fixed number of shares or principal placed. Once the number of shares or notes is determined and the service is completed, the underwriting fees are recognized. The Corporation incurs certain out-of-pocket expenses, such as legal costs, in performing these services. These expenses are recovered through the revenue the Corporation earns from the customer and are included in operating expenses. Syndication fees represent fees earned as the agent or lead lender responsible for structuring, arranging and administering a loan syndication.
Financial advisory services consist of fees earned for assisting customers with transactions related to mergers and acquisitions and financial restructurings. Revenue varies depending on the size and number of services performed for each contract and is generally contingent on successful execution of the transaction. Revenue is typically recognized once the transaction is completed and all services have been rendered. Additionally, the Corporation may earn a fixed fee in merger and acquisition transactions to provide a fairness opinion, with the fees recognized when the opinion is delivered to the customer.
Other Revenue Measurement and Recognition Policies
The Corporation did not disclose the value of any open performance obligations at December 31, 2018, as its contracts with customers generally have a fixed term that is less than one year, an open term with a cancellation period that is less than one year, or provisions that allow the Corporation to recognize revenue at the amount it has the right to invoice.
Earnings Per Common Share
Earnings per common share (EPS) is computed by dividing net income allocated to common shareholders by the weighted-average common shares outstanding, excluding unvested common shares subject to repurchase or cancellation. Net income allocated to common shareholders is net income adjusted for preferred stock dividends including dividends declared, accretion of discounts on preferred stock including accelerated accretion when preferred stock is repaid early, and cumulative dividends related to the current dividend period that have not been declared as of period end, less income allocated to participating securities. Diluted EPS is computed by dividing income allocated to common shareholders plus dividends on dilutive convertible preferred stock and preferred stock that can be tendered to exercise warrants, by the weighted-average common shares outstanding plus amounts representing the dilutive effect of stock options outstanding, restricted stock, restricted stock units (RSUs), outstanding warrants and the dilution resulting from the conversion of convertible preferred stock, if applicable.

99Bank of America 2018






Foreign Currency Translation
Assets, liabilities and operations of foreign branches and subsidiaries are recorded based on the functional currency of each entity. When the functional currency of a foreign operation is the local currency, the assets, liabilities and operations are translated, for consolidation purposes, from the local currency to the U.S. dollar reporting currency at period-end rates for assets and
liabilities and generally at average rates for results of operations. The resulting unrealized gains and losses are reported as a component of accumulated OCI, net-of-tax. When the foreign entity’s functional currency is the U.S. dollar, the resulting remeasurement gains or losses on foreign currency-denominated assets or liabilities are included in earnings.
NOTE 2Noninterest Income
The table below presents the Corporation’s noninterest income disaggregated by revenue source for 2018, 2017 and 2016. For more information, see Note 1 – Summary of Significant Accounting Principles. For a disaggregation of noninterest income by business segment and All Other, see Note 23 – Business Segment Information.
      
(Dollars in millions)2018 2017 2016
Card income     
Interchange fees (1)
$4,093
 $3,942
 $3,960
Other card income1,958
 1,960
 1,891
Total card income6,051
 5,902
 5,851
Service charges     
Deposit-related fees6,667
 6,708
 6,545
Lending-related fees1,100
 1,110
 1,093
Total service charges7,767
 7,818
 7,638
Investment and brokerage services     
Asset management fees10,189
 9,310
 8,328
Brokerage fees3,971
 4,526
 5,021
Total investment and brokerage services14,160
 13,836
 13,349
Investment banking income     
Underwriting income2,722
 2,821
 2,585
Syndication fees1,347
 1,499
 1,388
Financial advisory services1,258
 1,691
 1,268
Total investment banking income5,327
 6,011
 5,241
Trading account profits8,540
 7,277
 6,902
Other income1,970
 1,841
 3,624
Total noninterest income$43,815
 $42,685
 $42,605
(1)
During 2018, 2017 and 2016, gross interchange fees were $9.5 billion, $8.8 billion and $8.2 billion and are presented net of $5.4 billion, $4.8 billion and $4.2 billion, respectively, of expenses for rewards and partner payments.

Bank of America 2018 100


NOTE 3 Derivatives
Derivative Balances
Derivatives are entered into on behalf of customers, for trading or to support risk management activities. Derivatives used in risk management activities include derivatives that may or may not be designated in qualifying hedge accounting relationships. Derivatives that are not designated in qualifying hedge accounting relationships are referred to as other risk management derivatives. For more information on the Corporation’s derivatives and hedging
activities, see Note 1 – Summary of Significant Accounting Principles. The following tables present derivative instruments included on the Consolidated Balance Sheet in derivative assets and liabilities at December 31, 2018 and 2017. Balances are presented on a gross basis, prior to the application of counterparty and cash collateral netting. Total derivative assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements and have been reduced by cash collateral received or paid.
              
   December 31, 2018
   Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
Swaps$15,977.9
 $141.0
 $3.2
 $144.2
 $138.9
 $2.0
 $140.9
Futures and forwards3,656.6
 4.7
 
 4.7
 5.0
 
 5.0
Written options1,584.9
 
 
 
 28.6
 
 28.6
Purchased options1,614.0
 30.8
 
 30.8
 
 
 
Foreign exchange contracts      

    
 

Swaps1,704.8
 38.8
 1.4
 40.2
 42.2
 2.3
 44.5
Spot, futures and forwards4,276.0
 39.8
 0.4
 40.2
 39.3
 0.3
 39.6
Written options256.7
 
 
 
 5.0
 
 5.0
Purchased options240.4
 4.6
 
 4.6
 
 
 
Equity contracts      

    
 

Swaps253.6
 7.7
 
 7.7
 8.4
 
 8.4
Futures and forwards100.0
 2.1
 
 2.1
 0.3
 
 0.3
Written options597.1
 
 
 
 27.5
 
 27.5
Purchased options549.4
 36.0
 
 36.0
 
 
 
Commodity contracts 
     

    
 

Swaps43.1
 2.7
 
 2.7
 4.5
 
 4.5
Futures and forwards51.7
 3.2
 
 3.2
 0.5
 
 0.5
Written options27.5
 
 
 
 2.2
 
 2.2
Purchased options23.4
 1.7
 
 1.7
 
 
 
Credit derivatives (2, 3)
 
    
 

    
 

Purchased credit derivatives: 
    
 

    
 

Credit default swaps408.1
 5.3
 
 5.3
 4.9
 
 4.9
Total return swaps/options84.5
 0.4
 
 0.4
 1.0
 
 1.0
Written credit derivatives:     
 

    
 

Credit default swaps371.9
 4.4
 
 4.4
 4.3
 
 4.3
Total return swaps/options87.3
 0.6
 
 0.6
 0.6
 
 0.6
Gross derivative assets/liabilities  $323.8
 $5.0
 $328.8
 $313.2
 $4.6
 $317.8
Less: Legally enforceable master netting agreements 
 

  
 (252.7)  
  
 (252.7)
Less: Cash collateral received/paid 
  
  
 (32.4)  
  
 (27.2)
Total derivative assets/liabilities 
  
  
 $43.7
  
  
 $37.9
(1)
Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)
The net derivative liability and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $185 million and $342.8 billion at December 31, 2018.
(3)
Derivative assets and liabilities for credit default swaps (CDS) reflect a central clearing counterparty’s amendments to legally re-characterize daily cash variation margin from collateral, which secures an outstanding exposure, to settlement, which discharges an outstanding exposure, effective in 2018.

101Bank of America 2018






              
   December 31, 2017
   Gross Derivative Assets Gross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
 Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total Trading and Other Risk Management Derivatives 
Qualifying
Accounting
Hedges
 Total
Interest rate contracts 
  
  
  
  
  
  
Swaps$15,416.4
 $175.1
 $2.9
 $178.0
 $172.5
 $1.7
 $174.2
Futures and forwards4,332.4
 0.5
 
 0.5
 0.5
 
 0.5
Written options1,170.5
 
 
 
 35.5
 
 35.5
Purchased options1,184.5
 37.6
 
 37.6
 
 
 
Foreign exchange contracts   
  
  
  
  
  
Swaps2,011.1
 35.6
 2.2
 37.8
 36.1
 2.7
 38.8
Spot, futures and forwards3,543.3
 39.1
 0.7
 39.8
 39.1
 0.8
 39.9
Written options291.8
 
 
 
 5.1
 
 5.1
Purchased options271.9
 4.6
 
 4.6
 
 
 
Equity contracts 
  
  
  
  
  
  
Swaps265.6
 4.8
 
 4.8
 4.4
 
 4.4
Futures and forwards106.9
 1.5
 
 1.5
 0.9
 
 0.9
Written options480.8
 
 
 
 23.9
 
 23.9
Purchased options428.2
 24.7
 
 24.7
 
 
 
Commodity contracts 
  
  
  
  
  
  
Swaps46.1
 1.8
 
 1.8
 4.6
 
 4.6
Futures and forwards47.1
 3.5
 
 3.5
 0.6
 
 0.6
Written options21.7
 
 
 
 1.4
 
 1.4
Purchased options22.9
 1.4
 
 1.4
 
 
 
Credit derivatives (2)
 
  
  
  
  
  
  
Purchased credit derivatives: 
  
  
  
  
  
  
Credit default swaps470.9
 4.1
 
 4.1
 11.1
 
 11.1
Total return swaps/options54.1
 0.1
 
 0.1
 1.3
 
 1.3
Written credit derivatives: 
  
  
  
    
  
Credit default swaps448.2
 10.6
 
 10.6
 3.6
 
 3.6
Total return swaps/options55.2
 0.8
 
 0.8
 0.2
 
 0.2
Gross derivative assets/liabilities 
 $345.8
 $5.8
 $351.6
 $340.8
 $5.2
 $346.0
Less: Legally enforceable master netting agreements 
  
  
 (279.2)  
  
 (279.2)
Less: Cash collateral received/paid 
  
  
 (34.6)  
  
 (32.5)
Total derivative assets/liabilities 
  
  
 $37.8
  
  
 $34.3
(1)
Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)
The net derivative asset and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $6.4 billion and $435.1 billion at December 31, 2017.
Offsetting of Derivatives
The Corporation enters into International Swaps and Derivatives Association, Inc. (ISDA) master netting agreements or similar agreements with substantially all of the Corporation’s derivative counterparties. Where legally enforceable, these master netting agreements give the Corporation, in the event of default by the counterparty, the right to liquidate securities held as collateral and to offset receivables and payables with the same counterparty. For purposes of the Consolidated Balance Sheet, the Corporation offsets derivative assets and liabilities and cash collateral held with the same counterparty where it has such a legally enforceable master netting agreement.
The following table presents derivative instruments included in derivative assets and liabilities on the Consolidated Ba
lance Sheet at December 31, 2018 and 2017 by primary risk (e.g., interest rate risk) and the platform, where applicable, on which these derivatives are transacted. Balances are presented on a gross basis, prior to the application of counterparty and cash collateral netting. Total gross derivative assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements which include reducing the balance for counterparty netting and cash collateral received or paid.
For more information on offsetting of securities financing agreements, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreements, Short-term Borrowings and Restricted Cash.

Bank of America 2018 102


        
Offsetting of Derivatives (1)
       
        
 
Derivative
Assets
 Derivative Liabilities 
Derivative
Assets
 Derivative Liabilities
(Dollars in billions)December 31, 2018 December 31, 2017
Interest rate contracts 
  
  
  
Over-the-counter$174.2
 $169.4
 $211.7
 $206.0
Over-the-counter cleared4.8
 4.0
 1.9
 1.8
Foreign exchange contracts       
Over-the-counter82.5
 86.3
 78.7
 80.8
Over-the-counter cleared0.9
 0.9
 0.9
 0.7
Equity contracts       
Over-the-counter24.6
 14.6
 18.3
 16.2
Exchange-traded16.1
 15.1
 9.1
 8.5
Commodity contracts       
Over-the-counter3.5
 4.5
 2.9
 4.4
Exchange-traded1.0
 0.9
 0.7
 0.8
Credit derivatives       
Over-the-counter7.7
 8.2
 9.1
 9.6
Over-the-counter cleared2.5
 2.3
 6.1
 6.0
Total gross derivative assets/liabilities, before netting       
Over-the-counter292.5
 283.0
 320.7
 317.0
Exchange-traded17.1
 16.0
 9.8
 9.3
Over-the-counter cleared8.2
 7.2
 8.9
 8.5
Less: Legally enforceable master netting agreements and cash collateral received/paid       
Over-the-counter(264.4) (259.2) (296.9) (294.6)
Exchange-traded(13.5) (13.5) (8.6) (8.6)
Over-the-counter cleared(7.2) (7.2) (8.3) (8.5)
Derivative assets/liabilities, after netting32.7
 26.3
 25.6
 23.1
Other gross derivative assets/liabilities (2)
11.0
 11.6
 12.2
 11.2
Total derivative assets/liabilities43.7
 37.9
 37.8
 34.3
Less: Financial instruments collateral (3)
(16.3) (8.6) (11.2) (10.4)
Total net derivative assets/liabilities$27.4
 $29.3
 $26.6
 $23.9
(1)
OTC derivatives include bilateral transactions between the Corporation and a particular counterparty. OTC-cleared derivatives include bilateral transactions between the Corporation and a counterparty where the transaction is cleared through a clearinghouse. Exchange-traded derivatives include listed options transacted on an exchange.
(2)
Consists of derivatives entered into under master netting agreements where the enforceability of these agreements is uncertain under bankruptcy laws in some countries or industries.
(3)
Amounts are limited to the derivative asset/liability balance and, accordingly, do not include excess collateral received/pledged. Financial instruments collateral includes securities collateral received or pledged and cash securities held and posted at third-party custodians that are not offset on the Consolidated Balance Sheet but shown as a reduction to derive net derivative assets and liabilities.
ALM and Risk Management Derivatives
The Corporation’s ALM and risk management activities include the use of derivatives to mitigate risk to the Corporation including derivatives designated in qualifying hedge accounting relationships and derivatives used in other risk management activities. Interest rate, foreign exchange, equity, commodity and credit contracts are utilized in the Corporation’s ALM and risk management activities.
TheCorporation maintains an overall interest rate risk management strategy that incorporates the use of interest rate contracts, which are generally non-leveraged generic interest rate and basis swaps, options, futures and forwards, to minimize significant fluctuations in earnings caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity and volatility so that movements in interest rates do not significantly adversely affect earnings or capital. As a result of interest rate fluctuations, hedged fixed-rate assets and liabilities appreciate or depreciate in fair value. Gains or losses on the derivative instruments that are linked to the hedged fixed-rate assets and liabilities are expected to substantially offset this unrealized appreciation or depreciation.
Market risk, including interest rate risk, can be substantial in the mortgage business. Market risk in the mortgage business is the risk that values of mortgage assets or revenues will be adversely affected by changes in market conditions such as interest rate movements. To mitigate the interest rate risk in mortgage banking production income, the Corporation utilizes forward loan sale commitments and other derivative instruments, including purchased options, and certain debt securities. The
Corporation also utilizes derivatives such as interest rate options, interest rate swaps, forward settlement contracts and eurodollar futures to hedge certain market risks of MSRs. For more information on MSRs, see Note 20 – Fair Value Measurements.
The Corporation uses foreign exchange contracts to manage the foreign exchange risk associated with certain foreign currency-denominated assets and liabilities, as well as the Corporation’s investments in non-U.S. subsidiaries. Foreign exchange contracts, which include spot and forward contracts, represent agreements to exchange the currency of one country for the currency of another country at an agreed-upon price on an agreed-upon settlement date. Exposure to loss on these contracts will increase or decrease over their respective lives as currency exchange and interest rates fluctuate.
The Corporation purchases credit derivatives to manage credit risk related to certain funded and unfunded credit exposures. Credit derivatives include CDS, total return swaps and swaptions. These derivatives are recorded on the Consolidated Balance Sheet at fair value with changes in fair value recorded in other income.
Derivatives Designated as Accounting Hedges
The Corporation uses various types of interest rate and foreign exchange derivative contracts to protect against changes in the fair value of its assets and liabilities due to fluctuations in interest rates and exchange rates (fair value hedges). The Corporation also uses these types of contracts to protect against changes in the cash flows of its assets and liabilities, and other forecasted transactions (cash flow hedges). The Corporation hedges its net investment in consolidated non-U.S. operations determined to have functional currencies other than the U.S. dollar using forward

103Bank of America 2018






exchange contracts and cross-currency basis swaps, and by issuing foreign currency-denominated debt (net investment hedges).
Fair Value Hedges
The table below summarizes information related to fair value hedges for 2018, 2017 and 2016.
            
Gains and Losses on Derivatives Designated as Fair Value Hedges      
            
 Derivative Hedged Item
(Dollars in millions)2018 2017 2016 2018 2017 2016
Interest rate risk on long-term debt (1)
$(1,538) $(1,537) $(1,488) $1,429
 $1,045
 $646
Interest rate and foreign currency risk on long-term debt (2)
(1,187) 1,811
 (941) 1,079
 (1,767) 944
Interest rate risk on available-for-sale securities (3)
(52) (67) 227
 50
 35
 (286)
Total$(2,777)
$207

$(2,202)
$2,558

$(687)
$1,304

(1)
Amounts are recorded in interest expense in the Consolidated Statement of Income. In 2017 and 2016, amounts representing hedge ineffectiveness were losses of $492 million and $842 million.
(2)
In 2018, 2017 and 2016, the derivative amount includes losses of $992 million, gains of $2.2 billion and losses of $910 million, respectively, in other income and losses of $116 million, $365 million and $30 million, respectively, in interest expense. Line item totals are in the Consolidated Statement of Income.
(3)
Amounts are recorded in interest income in the Consolidated Statement of Income.
The table below summarizes the carrying value of hedged assets and liabilities that are designated and qualifying in fair value hedging relationships along with the cumulative amount of fair value hedging adjustments included in the carrying value that have been recorded in the current hedging relationships. These fair value hedging adjustments are open basis adjustments that are not subject to amortization as long as the hedging relationship remains designated.
    
Designated Fair Value Hedged Assets (Liabilities)
    
 December 31, 2018
(Dollars in millions)Carrying Value 
Cumulative Fair Value Adjustments (1)
Long-term debt$(138,682) $(2,117)
Available-for-sale debt securities981
 (29)
(1)
For assets, increase (decrease) to carrying value and for liabilities, (increase) decrease to carrying value.
At December 31, 2018, the cumulative fair value adjustments remaining on long-term debt and AFS debt securities from discontinued hedging relationships were a decrease to the related liability and related asset of $1.6 billionand $29 million, which are being amortized over the remaining contractual life of the de-designated hedged items.
Cash Flow and Net Investment Hedges
The following table summarizes certain information related to cash flow hedges and net investment hedges for 2018, 2017 and 2016.
Of the $1.0 billion after-tax net loss ($1.3 billion pretax) on derivatives in accumulated OCI at December 31, 2018, $253 million after-tax ($332 million pretax) is expected to be reclassified into earnings in the next 12 months. These net losses reclassified into earnings are expected to primarily reduce net interest income related to the respective hedged items. For terminated cash flow hedges, the time period over which the majority of the forecasted transactions are hedged is approximately 4 years, with a maximum length of time for certain forecasted transactions of 17 years.
            
Gains and Losses on Derivatives Designated as Cash Flow and Net Investment Hedges
            
 Gains (Losses) Recognized in
Accumulated OCI on Derivatives
 Gains (Losses) in Income
Reclassified from Accumulated OCI
(Dollars in millions, amounts pretax)2018 2017 2016 2018 2017 2016
Cash flow hedges           
Interest rate risk on variable-rate assets (1)
$(159) $(109) $(340) $(165) $(327) $(553)
Price risk on certain restricted stock awards (2)
4
 59
 41
 27
 148
 (32)
Total$(155) $(50) $(299) $(138) $(179) $(585)
Net investment hedges     
  
    
Foreign exchange risk (3)
$989
 $(1,588) $1,636
 $411
 $1,782
 $3

(1)
Amounts reclassified from accumulated OCI are recorded in interest income in the Consolidated Statement of Income.
(2)
Amounts reclassified from accumulated OCI are recorded in personnel expense in the Consolidated Statement of Income.
(3)
Amounts reclassified from accumulated OCI are recorded in other income in the Consolidated Statement of Income. Amounts excluded from effectiveness testing and recognized in other income were gains of $47 million, $120 million and $325 million in 2018, 2017 and 2016, respectively.

Bank of America 2018 104


Other Risk Management Derivatives
Other risk management derivatives are used by the Corporation to reduce certain risk exposures by economically hedging various assets and liabilities. The gains and losses on these derivatives are recognized in other income. The table below presents gains (losses) on these derivatives for 2018, 2017 and 2016. These gains (losses) are largely offset by the income or expense that is recorded on the hedged item.
      
Gains and Losses on Other Risk Management Derivatives
      
(Dollars in millions)2018 2017 2016
Interest rate risk on mortgage activities (1)
$(107) $8
 $461
Credit risk on loans9
 (6) (107)
Interest rate and foreign currency risk on ALM activities (2)
1,010
 (36) (754)

(1)
Primarily related to hedges of interest rate risk on MSRs and IRLCs to originate mortgage loans that will be held for sale. The net gains on IRLCs, which are not included in the table but are considered derivative instruments, were $47 million, $220 million and $533 million for 2018, 2017 and 2016, respectively.
(2)
Primarily related to hedges of debt securities carried at fair value and hedges of foreign currency-denominated debt.
Transfers of Financial Assets with Risk Retained through Derivatives
The Corporation enters into certain transactions involving the transfer of financial assets that are accounted for as sales where substantially all of the economic exposure to the transferred financial assets is retained through derivatives (e.g., interest rate and/or credit), but the Corporation does not retain control over the assets transferred. As of December 31, 2018 and 2017, the Corporation had transferred $5.8 billion and $6.0 billion of non-U.S. government-guaranteed MBS to a third-party trust and retained economic exposure to the transferred assets through derivative contracts. In connection with these transfers, the Corporation received gross cash proceeds of $5.8 billion and $6.0 billion at the transfer dates. At December 31, 2018 and 2017, the fair value of the transferred securities was $5.5 billion and $6.1 billion.
Sales and Trading Revenue
The Corporation enters into trading derivatives to facilitate client transactions and to manage risk exposures arising from trading account assets and liabilities. It is the Corporation’s policy to include these derivative instruments in its trading activities which include derivatives and non-derivative cash instruments. The resulting risk from these derivatives is managed on a portfolio basis as part of the Corporation’s Global Markets business segment. The related sales and trading revenue generated within Global Markets is recorded in various income statement line items including trading account profits and net interest income as well as other revenue categories.
Sales and trading revenue includes changes in the fair value and realized gains and losses on the sales of trading and other assets, net interest income, and fees primarily from commissions on equity securities. Revenue is generated by the difference in the client price for an instrument and the price at which the trading desk can execute the trade in the dealer market. For equity securities, commissions related to purchases and sales are recorded in the “Other” column in the Sales and Trading Revenue table. Changes in the fair value of these securities are included in trading account profits. For debt securities, revenue, with the exception of interest associated with the debt securities, is typically included in trading account profits. Unlike commissions for equity securities, the initial revenue related to broker-dealer services for debt securities is typically included in the pricing of
the instrument rather than being charged through separate fee arrangements. Therefore, this revenue is recorded in trading account profits as part of the initial mark to fair value. For derivatives, the majority of revenue is included in trading account profits. In transactions where the Corporation acts as agent, which include exchange-traded futures and options, fees are recorded in other income.
The table below, which includes both derivatives and non-derivative cash instruments, identifies the amounts in the respective income statement line items attributable to the Corporation’s sales and trading revenue in Global Markets, categorized by primary risk, for 2018, 2017 and 2016. The difference between total trading account profits in the following table and in the Consolidated Statement of Income represents trading activities in business segments other than Global Markets. This table includes debit valuation adjustment (DVA) and funding valuation adjustment (FVA) gains (losses). Global Markets results in Note 23 – Business Segment Information are presented on a fully taxable-equivalent (FTE) basis. The table below is not presented on an FTE basis.
        
Sales and Trading Revenue
        
 Trading Account Profits 
Net Interest
Income
 
Other (1)
 Total
(Dollars in millions)2018
Interest rate risk$1,180
 $1,292
 $220
 $2,692
Foreign exchange risk1,503
 (7) 6
 1,502
Equity risk3,994
 (781) 1,619
 4,832
Credit risk1,063
 1,853
 552
 3,468
Other risk189
 64
 66
 319
Total sales and trading revenue$7,929
 $2,421
 $2,463
 $12,813
 2017
Interest rate risk$712
 $1,560
 $249
 $2,521
Foreign exchange risk1,417
 (1) 7
 1,423
Equity risk2,689
 (517) 1,903
 4,075
Credit risk1,685
 1,937
 576
 4,198
Other risk203
 45
 76
 324
Total sales and trading revenue$6,706
 $3,024
 $2,811
 $12,541
 2016
Interest rate risk$1,189
 $2,002
 $145
 $3,336
Foreign exchange risk1,360
 (10) 5
 1,355
Equity risk1,917
 28
 2,074
 4,019
Credit risk1,674
 1,956
 424
 4,054
Other risk407
 (7) 39
 439
Total sales and trading revenue$6,547
 $3,969
 $2,687
 $13,203
(1)
Represents amounts in investment and brokerage services and other income that are recorded in Global Markets and included in the definition of sales and trading revenue. Includes investment and brokerage services revenue of $1.7 billion, $2.0 billion and $2.1 billion for 2018, 2017 and 2016, respectively.
Credit Derivatives
The Corporation enters into credit derivatives primarily to facilitate client transactions and to manage credit risk exposures. Credit derivatives derive value based on an underlying third-party referenced obligation or a portfolio of referenced obligations and generally require the Corporation, as the seller of credit protection, to make payments to a buyer upon the occurrence of a predefined credit event. Such credit events generally include bankruptcy of the referenced credit entity and failure to pay under the obligation, as well as acceleration of indebtedness and payment repudiation or moratorium. For credit derivatives based on a portfolio of referenced credits or credit indices, the Corporation may not be required to make payment until a specified amount of loss has occurred and/or may only be required to make payment up to a specified amount.

105Bank of America 2018






Credit derivatives are classified as investment and non-investment grade based on the credit quality of the underlying referenced obligation. The Corporation considers ratings of BBB- or higher as investment grade. Non-investment grade includes non-rated credit derivative instruments. The Corporation discloses
internal categorizations of investment grade and non-investment grade consistent with how risk is managed for these instruments.
Credit derivative instruments where the Corporation is the seller of credit protection and their expiration at December 31, 2018 and 2017 are summarized in the following table.
          
Credit Derivative Instruments         
          
 
Less than
One Year
 
One to
Three Years
 
Three to
Five Years
 
Over Five
Years
 Total
 December 31, 2018
(Dollars in millions)Carrying Value
Credit default swaps: 
  
  
  
  
Investment grade$2
 $44
 $436
 $488
 $970
Non-investment grade132
 636
 914
 1,691
 3,373
Total134
 680
 1,350
 2,179
 4,343
Total return swaps/options: 
  
  
  
  
Investment grade105
 
 
 
 105
Non-investment grade472
 21
 
 
 493
Total577
 21
 
 
 598
Total credit derivatives$711
 $701
 $1,350
 $2,179
 $4,941
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $4
 $532
 $536
Non-investment grade1
 1
 1
 1,500
 1,503
Total credit-related notes$1
 $1
 $5
 $2,032
 $2,039
 Maximum Payout/Notional
Credit default swaps: 
  
  
  
  
Investment grade$53,758
 $95,699
 $95,274
 $20,054
 $264,785
Non-investment grade24,297
 33,881
 34,530
 14,426
 107,134
Total78,055
 129,580
 129,804
 34,480
 371,919
Total return swaps/options: 
  
  
  
  
Investment grade60,042
 822
 59
 72
 60,995
Non-investment grade24,524
 1,649
 39
 70
 26,282
Total84,566
 2,471
 98
 142
 87,277
Total credit derivatives$162,621
 $132,051
 $129,902
 $34,622
 $459,196
          
 December 31, 2017
 Carrying Value
Credit default swaps:         
Investment grade$4
 $3
 $61
 $245
 $313
Non-investment grade203
 453
 484
 2,133
 3,273
Total207
 456
 545
 2,378
 3,586
Total return swaps/options: 
  
  
  
  
Investment grade30
 
 
 
 30
Non-investment grade150
 
 
 3
 153
Total180
 
 
 3
 183
Total credit derivatives$387
 $456
 $545
 $2,381
 $3,769
Credit-related notes: 
  
  
  
  
Investment grade$
 $
 $7
 $689
 $696
Non-investment grade12
 4
 34
 1,548
 1,598
Total credit-related notes$12
 $4
 $41
 $2,237
 $2,294
 Maximum Payout/Notional
Credit default swaps:         
Investment grade$61,388
 $115,480
 $107,081
 $21,579
 $305,528
Non-investment grade39,312
 49,843
 39,098
 14,420
 142,673
Total100,700
 165,323
 146,179
 35,999
 448,201
Total return swaps/options: 
  
  
  
  
Investment grade37,394
 2,581
 
 143
 40,118
Non-investment grade13,751
 514
 143
 697
 15,105
Total51,145
 3,095
 143
 840
 55,223
Total credit derivatives$151,845
 $168,418
 $146,322
 $36,839
 $503,424

The notional amount represents the maximum amount payable by the Corporation for most credit derivatives. However, the Corporation does not monitor its exposure to credit derivatives based solely on the notional amount because this measure does not take into consideration the probability of occurrence. As such, the notional amount is not a reliable indicator of the Corporation’s exposure to these contracts. Instead, a risk framework is used to define risk tolerances and establish limits so that certain credit risk-related losses occur within acceptable, predefined limits.
Credit-related notes in the table above include investments in securities issued by CDO, collateralized loan obligation (CLO) and credit-linked note vehicles. These instruments are primarily classified as trading securities. The carrying value of these instruments equals the Corporation’s maximum exposure to loss. The Corporation is not obligated to make any payments to the entities under the terms of the securities owned.
Credit-related Contingent Features and Collateral
TheCorporation executes the majority of its derivative contracts in the OTC market with large, international financial institutions, including broker-dealers and, to a lesser degree, with a variety of non-financial companies. A significant majority of the derivative transactions are executed on a daily margin basis. Therefore, events such as a credit rating downgrade (depending on the ultimate rating level) or a breach of credit covenants would typically require an increase in the amount of collateral required of the counterparty, where applicable, and/or allow the Corporation to take additional protective measures such as early termination of all trades. Further, as previously discussed on page 102, the Corporation enters into legally enforceable master netting agreements which reduce risk by permitting closeout and netting of transactions with the same counterparty upon the occurrence of certain events.

Bank of America 2018 106


A majority of the Corporation’s derivative contracts contain credit risk-related contingent features, primarily in the form of ISDA master netting agreements and credit support documentation that enhance the creditworthiness of these instruments compared to other obligations of the respective counterparty with whom the Corporation has transacted. These contingent features may be for the benefit of the Corporation as well as its counterparties with respect to changes in the Corporation’s creditworthiness and the mark-to-market exposure under the derivative transactions. At December 31, 2018 and 2017, the Corporation held cash and securities collateral of $81.6 billion and $77.2 billion, and posted cash and securities collateral of $56.5 billion and $59.2 billion in the normal course of business under derivative agreements, excluding cross-product margining agreements where clients are permitted to margin on a net basis for both derivative and secured financing arrangements.
In connection with certain OTC derivative contracts and other trading agreements, the Corporation can be required to provide additional collateral or to terminate transactions with certain counterparties in the event of a downgrade of the senior debt ratings of the Corporation or certain subsidiaries. The amount of
additional collateral required depends on the contract and is usually a fixed incremental amount and/or the market value of the exposure.
At December 31, 2018, the amount of collateral, calculated based on the terms of the contracts, that the Corporation and certain subsidiaries could be required to post to counterparties but had not yet posted to counterparties was $1.8 billion, including $1.0 billion for Bank of America, National Association (Bank of America, N.A. or BANA).
Some counterparties are currently able to unilaterally terminate certain contracts, or the Corporation or certain subsidiaries may be required to take other action such as find a suitable replacement or obtain a guarantee. At December 31, 2018 and 2017, the liability recorded for these derivative contracts was not significant.
The table below presents the amount of additional collateral that would have been contractually required by derivative contracts and other trading agreements at December 31, 2018 if the rating agencies had downgraded their long-term senior debt ratings for the Corporation or certain subsidiaries by one incremental notch and by an additional second incremental notch.
    
Additional Collateral Required to be Posted Upon Downgrade at December 31, 2018
    
(Dollars in millions)
One
incremental notch
 
Second
incremental notch
Bank of America Corporation$619
 $347
Bank of America, N.A. and subsidiaries (1)
209
 268
(1)
Included in Bank of America Corporation collateral requirements in this table.
The following table presents the derivative liabilities that would be subject to unilateral termination by counterparties and the amounts of collateral that would have been contractually required at December 31, 2018 if the long-term senior debt ratings for the Corporation or certain subsidiaries had been lower by one incremental notch and by an additional second incremental notch.
    
Derivative Liabilities Subject to Unilateral Termination Upon Downgrade at December 31, 2018
    
(Dollars in millions)
One
incremental notch
 
Second
incremental notch
Derivative liabilities$13
 $581
Collateral posted1
 305

Valuation Adjustments on Derivatives
TheCorporation records credit risk valuation adjustments on derivatives in order to properly reflect the credit quality of the counterparties and its own credit quality. The Corporation calculates valuation adjustments on derivatives based on a modeled expected exposure that incorporates current market risk factors. The exposure also takes into consideration credit mitigants such as enforceable master netting agreements and collateral. CDS spread data is used to estimate the default probabilities and severities that are applied to the exposures. Where no observable credit default data is available for counterparties, the Corporation uses proxies and other market data to estimate default probabilities and severity.
Valuation adjustments on derivatives are affected by changes in market spreads, non-credit related market factors such as interest rate and currency changes that affect the expected exposure, and other factors like changes in collateral arrangements and partial payments. Credit spreads and non-credit factors can move independently. For example, for an interest rate swap, changes in interest rates may increase the expected exposure, which would increase the counterparty credit valuation adjustment (CVA). Independently, counterparty credit spreads may tighten, which would result in an offsetting decrease to CVA.
The Corporation enters into risk management activities to offset market driven exposures. The Corporation often hedges the counterparty spread risk in CVA with CDS. The Corporation hedges other market risks in both CVA and DVA primarily with currency and interest rate swaps. In certain instances, the net-of-hedge amounts in the table below move in the same direction as the gross amount or may move in the opposite direction. This movement is a consequence of the complex interaction of the risks being hedged, resulting in limitations in the ability to perfectly hedge all of the market exposures at all times.
The table below presents CVA, DVA and FVA gains (losses) on derivatives, which are recorded in trading account profits, on a gross and net of hedge basis for 2018, 2017 and 2016. CVA gains reduce the cumulative CVA thereby increasing the derivative assets balance. DVA gains increase the cumulative DVA thereby decreasing the derivative liabilities balance. CVA and DVA losses have the opposite impact. FVA gains related to derivative assets reduce the cumulative FVA thereby increasing the derivative assets balance. FVA gains related to derivative liabilities increase the cumulative FVA thereby decreasing the derivative liabilities balance. FVA losses have the opposite impact.
          
Valuation Adjustments on Derivatives (1)
    
          
Gains (Losses)GrossNet GrossNet Gross Net
(Dollars in millions)2018 2017 2016
Derivative assets (CVA)$77
$187
 $330
$98
 $374
 $214
Derivative assets/liabilities (FVA)(15)14
 160
178
 186
 102
Derivative liabilities (DVA)(19)(55) (324)(281) 24
 (141)
(1)
At December 31, 2018, 2017 and 2016, cumulative CVA reduced the derivative assets balance by $600 million, $677 million and $1.0 billion, cumulative FVA reduced the net derivatives balance by $151 million, $136 million and $296 million, and cumulative DVA reduced the derivative liabilities balance by $432 million, $450 million and $774 million, respectively.


107Bank of America 2018






NOTE 4 Securities
The table below presents the amortized cost, gross unrealized gains and losses, and fair value of AFS debt securities, other debt securities carried at fair value and HTM debt securities at December 31, 2018 and 2017.
        
Debt Securities    
  
 
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Fair
Value
(Dollars in millions)December 31, 2018
Available-for-sale debt securities       
Mortgage-backed securities:       
Agency$125,116
 $138
 $(3,428) $121,826
Agency-collateralized mortgage obligations5,621
 19
 (110) 5,530
Commercial14,469
 11
 (402) 14,078
Non-agency residential (1)
1,792
 136
 (11) 1,917
Total mortgage-backed securities146,998
 304
 (3,951) 143,351
U.S. Treasury and agency securities56,239
 62
 (1,378) 54,923
Non-U.S. securities9,307
 5
 (6) 9,306
Other taxable securities, substantially all asset-backed securities4,387
 29
 (6) 4,410
Total taxable securities216,931
 400
 (5,341) 211,990
Tax-exempt securities17,349
 99
 (72) 17,376
Total available-for-sale debt securities234,280
 499
 (5,413) 229,366
Other debt securities carried at fair value8,595
 172
 (32) 8,735
Total debt securities carried at fair value242,875
 671
 (5,445) 238,101
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities (2)
203,652
 747
 (3,964) 200,435
Total debt securities (3, 4)
$446,527
 $1,418
 $(9,409) $438,536
        
 December 31, 2017
Available-for-sale debt securities       
Mortgage-backed securities: 
  
  
  
Agency$194,119
 $506
 $(1,696) $192,929
Agency-collateralized mortgage obligations6,846
 39
 (81) 6,804
Commercial13,864
 28
 (208) 13,684
Non-agency residential (1)
2,410
 267
 (8) 2,669
Total mortgage-backed securities217,239
 840
 (1,993) 216,086
U.S. Treasury and agency securities54,523
 18
 (1,018) 53,523
Non-U.S. securities6,669
 9
 (1) 6,677
Other taxable securities, substantially all asset-backed securities5,699
 73
 (2) 5,770
Total taxable securities284,130
 940
 (3,014) 282,056
Tax-exempt securities20,541
 138
 (104) 20,575
Total available-for-sale debt securities304,671
 1,078
 (3,118) 302,631
Other debt securities carried at fair value12,273
 252
 (39) 12,486
Total debt securities carried at fair value316,944
 1,330
 (3,157) 315,117
Held-to-maturity debt securities, substantially all U.S. agency mortgage-backed securities125,013
 111
 (1,825) 123,299
Total debt securities (3, 4)
$441,957
 $1,441
 $(4,982) $438,416
Available-for-sale marketable equity securities (5)
$27
 $
 $(2) $25
(1)
At December 31, 2018 and 2017, the underlying collateral type included approximately 68 percent and 62 percent prime, 4 percent and 13 percent Alt-A, and 28 percent and 25 percent subprime.
(2)
During 2018, the Corporation transferred AFS debt securities with an amortized cost of $64.5 billion to held to maturity.
(3)
Includes securities pledged as collateral of $40.6 billion and $35.8 billion at December 31, 2018 and 2017.
(4)
The Corporation had debt securities from FNMA and FHLMC that each exceeded 10 percent of shareholders’ equity, with an amortized cost of $161.2 billion and $52.2 billion, and a fair value of $158.5 billion and $51.4 billion at December 31, 2018, and an amortized cost of $163.6 billion and $50.3 billion, and a fair value of $162.1 billion and $50.0 billion at December 31, 2017.
(5)
Classified in other assets on the Consolidated Balance Sheet.
At December 31, 2018, the accumulated net unrealized loss on AFS debt securities included in accumulated OCI was $3.7 billion, net of the related income tax benefit of $1.2 billion. The Corporation had nonperforming AFS debt securities of $11 million and $99 million at December 31, 2018 and 2017.
Effective January 1, 2018, the Corporation adopted an accounting standard applicable to equity securities. For additional information, see Note 1 – Summary of Significant Accounting Principles. At December 31, 2018, the Corporation held equity securities at an aggregate fair value of $893 million and other equity securities, as valued under the measurement alternative,
at cost of $219 million, both of which are included in other assets. At December 31, 2018, the Corporation also held equity securities at fair value of $1.2 billion included in time deposits placed and other short-term investments.
The following table presents the components of other debt securities carried at fair value where the changes in fair value are reported in other income. In 2018, the Corporation recorded unrealized mark-to-market net losses of $73 million and realized net gains of $140 million, and unrealized mark-to-market net gains of $243 million and realized net losses of $49 million in 2017. These amounts exclude hedge results.


Bank of America 2018 108


    
Other Debt Securities Carried at Fair Value
  
 December 31
(Dollars in millions)2018 2017
Mortgage-backed securities$1,606
 $2,769
U.S. Treasury and agency securities1,282
 
Non-U.S. securities (1)
5,844
 9,488
Other taxable securities, substantially all asset-backed securities3
 229
Total$8,735
 $12,486
(1)
These securities are primarily used to satisfy certain international regulatory liquidity requirements.
The gross realized gains and losses on sales of AFS debt securities for 2018, 2017 and 2016 are presented in the table below.
      
Gains and Losses on Sales of AFS Debt Securities
    
(Dollars in millions)2018 2017 2016
Gross gains$169
 $352
 $520
Gross losses(15) (97) (30)
Net gains on sales of AFS debt securities$154
 $255
 $490
Income tax expense attributable to realized net gains on sales of AFS debt securities$37
 $97
 $186
The table below presents the fair value and the associated gross unrealized losses on AFS debt securities and whether these securities have had gross unrealized losses for less than 12 months or for 12 months or longer at December 31, 2018 and 2017.
            
Temporarily Impaired and Other-than-temporarily Impaired AFS Debt Securities      
  
 Less than Twelve Months Twelve Months or Longer Total
 
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses 
Fair
Value
 Gross Unrealized Losses
(Dollars in millions)December 31, 2018
Temporarily impaired AFS debt securities           
Mortgage-backed securities:           
Agency$14,771
 $(49) $99,211
 $(3,379) $113,982
 $(3,428)
Agency-collateralized mortgage obligations3
 
 4,452
 (110) 4,455
 (110)
Commercial1,344
 (8) 11,991
 (394) 13,335
 (402)
Non-agency residential106
 (8) 49
 (3) 155
 (11)
Total mortgage-backed securities16,224
 (65) 115,703
 (3,886) 131,927
 (3,951)
U.S. Treasury and agency securities288
 (1) 51,374
 (1,377) 51,662
 (1,378)
Non-U.S. securities773
 (5) 21
 (1) 794
 (6)
Other taxable securities, substantially all asset-backed securities183
 (1) 185
 (5) 368
 (6)
Total taxable securities17,468
 (72) 167,283
 (5,269) 184,751
 (5,341)
Tax-exempt securities232
 (2) 2,148
 (70) 2,380
 (72)
Total temporarily impaired AFS debt securities17,700
 (74) 169,431
 (5,339) 187,131
 (5,413)
Other-than-temporarily impaired AFS debt securities (1)
           
Non-agency residential mortgage-backed securities

131
 
 3
 
 134
 
Total temporarily impaired and other-than-temporarily impaired
AFS debt securities
$17,831
 $(74) $169,434
 $(5,339) $187,265
 $(5,413)
            
 December 31, 2017
Temporarily impaired AFS debt securities           
Mortgage-backed securities:           
Agency$73,535
 $(352) $72,612
 $(1,344) $146,147
 $(1,696)
Agency-collateralized mortgage obligations2,743
 (29) 1,684
 (52) 4,427
 (81)
Commercial5,575
 (50) 4,586
 (158) 10,161
 (208)
Non-agency residential335
 (7) 
 
 335
 (7)
Total mortgage-backed securities82,188
 (438) 78,882
 (1,554) 161,070
 (1,992)
U.S. Treasury and agency securities27,537
 (251) 24,035
 (767) 51,572
 (1,018)
Non-U.S. securities772
 (1) 
 
 772
 (1)
Other taxable securities, substantially all asset-backed securities
 
 92
 (2) 92
 (2)
Total taxable securities110,497
 (690) 103,009
 (2,323) 213,506
 (3,013)
Tax-exempt securities1,090
 (2) 7,100
 (102) 8,190
 (104)
Total temporarily impaired AFS debt securities111,587
 (692) 110,109
 (2,425) 221,696
 (3,117)
Other-than-temporarily impaired AFS debt securities (1)
           
Non-agency residential mortgage-backed securities58
 (1) 
 
 58
 (1)
Total temporarily impaired and other-than-temporarily impaired
AFS debt securities
$111,645
 $(693) $110,109
 $(2,425) $221,754
 $(3,118)
(1)
Includes other than temporarily impaired AFS debt securities on which an OTTI loss, primarily related to changes in interest rates, remains in accumulated OCI.

109Bank of America 2018






In 2018, 2017 and 2016, the Corporation had $33 million, $41 million and $19 million, respectively, of credit-related OTTI losses on AFS debt securities which were recognized in other income. The amount of noncredit-related OTTI losses recognized in OCI was not significant for all periods presented.
The cumulative OTTI credit losses recognized in income on AFS debt securities that the Corporation does not intend to sell were $120 million, $274 million and $253 million at December 31, 2018, 2017 and 2016, respectively.
The Corporation estimates the portion of a loss on a security that is attributable to credit using a discounted cash flow model and estimates the expected cash flows of the underlying collateral using internal credit, interest rate and prepayment risk models that incorporate management’s best estimate of current key assumptions such as default rates, loss severity and prepayment rates. Assumptions used for the underlying loans that support the MBS can vary widely from loan to loan and are influenced by such factors as loan interest rate, geographic location of the borrower, borrower characteristics and collateral type. Based on these assumptions, the Corporation then determines how the underlying collateral cash flows will be distributed to each MBS issued from the applicable special purpose entity. Expected principal and interest cash flows on an impaired AFS debt security are discounted using the effective yield of each individual impaired AFS debt security.
Significant assumptions used in estimating the expected cash flows for measuring credit losses on non-agency residential mortgage-backed securities (RMBS) were as follows at December 31, 2018.
      
Significant Assumptions
    
   
Range (1)
 Weighted
average
 
10th
Percentile (2)
 
90th
Percentile (2)
Prepayment speed12.9% 3.3% 21.5%
Loss severity19.8
 8.5
 36.4
Life default rate16.9
 1.4
 64.4
(1)
Represents the range of inputs/assumptions based upon the underlying collateral.
(2)
The value of a variable below which the indicated percentile of observations will fall.
Annual constant prepayment speed and loss severity rates are projected considering collateral characteristics such as LTV, creditworthiness of borrowers as measured using Fair Isaac Corporation (FICO) scores, and geographic concentrations. The weighted-average severity by collateral type was 16.0 percent for prime, 16.6 percent for Alt-A and 25.6 percent for subprime at December 31, 2018. Default rates are projected by considering collateral characteristics including, but not limited to, LTV, FICO and geographic concentration. Weighted-average life default rates by collateral type were 14.7 percent for prime, 16.6 percent for Alt-A and 19.1 percent for subprime at December 31, 2018.
The remaining contractual maturity distribution and yields of the Corporation’s debt securities carried at fair value and HTM debt securities at December 31, 2018 are summarized in the table below. Actual duration and yields may differ as prepayments on the loans underlying the mortgages or other ABS are passed through to the Corporation.
                    
Maturities of Debt Securities Carried at Fair Value and Held-to-maturity Debt Securities
                    
 
Due in One
Year or Less
 
Due after One Year
through Five Years
 
Due after Five Years
through Ten Years
 
Due after
Ten Years
 Total
(Dollars in millions)Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
 Amount 
Yield (1)
Amortized cost of debt securities carried at fair value 
  
  
  
  
  
  
  
  
  
Mortgage-backed securities: 
  
  
  
  
  
  
  
  
  
Agency$
 % $114
 2.42% $1,245
 2.39% $123,757
 3.34% $125,116
 3.33%
Agency-collateralized mortgage obligations
 
 
 
 30
 2.50
 5,591
 3.17
 5,621
 3.17
Commercial198
 1.78
 2,467
 2.36
 10,976
 2.53
 828
 2.96
 14,469
 2.52
Non-agency residential
 
 
 
 14
 
 3,268
 9.88
 3,282
 9.84
Total mortgage-backed securities198
 1.78
 2,581
 2.36
 12,265
 2.51
 133,444
 3.49
 148,488
 3.39
U.S. Treasury and agency securities670
 0.78
 33,659
 1.48
 23,159
 2.36
 21
 2.57
 57,509
 1.83
Non-U.S. securities14,318
 1.30
 682
 1.88
 21
 4.43
 121
 6.57
 15,142
 1.37
Other taxable securities, substantially all asset-backed securities1,591
 3.34
 2,022
 3.54
 688
 3.48
 86
 5.59
 4,387
 3.49
Total taxable securities16,777
 1.48
 38,944
 1.66
 36,133
 2.43
 133,672
 3.49
 225,526
 2.85
Tax-exempt securities938
 2.59
 7,526
 2.59
 6,162
 2.44
 2,723
 2.55
 17,349
 2.53
Total amortized cost of debt securities carried at fair value$17,715
 1.54
 $46,470
 1.81
 $42,295
 2.43
 $136,395
 3.47
 $242,875
 2.83
Amortized cost of HTM debt securities (2)
$657
 5.78
 $18
 3.93
 $1,475
 2.89
 $201,502
 3.23
 $203,652
 3.24
                    
Debt securities carried at fair value 
  
  
  
  
  
  
  
  
  
Mortgage-backed securities: 
  
  
  
  
  
  
  
  
  
Agency$
  
 $114
  
 $1,219
  
 $120,493
  
 $121,826
  
Agency-collateralized mortgage obligations
  
 
  
 29
  
 5,501
  
 5,530
  
Commercial198
  
 2,425
  
 10,656
  
 799
  
 14,078
  
Non-agency residential
  
 
  
 24
  
 3,499
  
 3,523
  
Total mortgage-backed securities198
   2,539
   11,928
   130,292
   144,957
  
U.S. Treasury and agency securities669
   32,694
   22,821
   21
   56,205
  
Non-U.S. securities14,315
  
 692
  
 19
  
 124
  
 15,150
  
Other taxable securities, substantially all asset-backed securities1,585
  
 2,043
  
 698
  
 87
  
 4,413
  
Total taxable securities16,767
  
 37,968
  
 35,466
  
 130,524
  
 220,725
  
Tax-exempt securities936
  
 7,537
  
 6,184
  
 2,719
  
 17,376
  
Total debt securities carried at fair value$17,703
  
 $45,505
  
 $41,650
  
 $133,243
  
 $238,101
  
Fair value of HTM debt securities (2)
$657
   $18
   $1,429
   $198,331
   $200,435
  
(1)
The weighted average yield is computed based on a constant effective interest rate over the contractual life of each security. The average yield considers the contractual coupon and the amortization of premiums and accretion of discounts, excluding the effect of related hedging derivatives.
(2)
Substantially all U.S. agency MBS.

Bank of America 2018 110


NOTE 5Outstanding Loans and Leases
The following tables present total outstanding loans and leases and an aging analysis for the Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, at December 31, 2018 and 2017.
                
 
30-59 Days Past Due (1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due (2)
 
Total Past
Due 30 Days
or More
 
Total Current or Less Than 30 Days Past Due (3)
 
Purchased
Credit-impaired
(4)
 Loans Accounted for Under the Fair Value Option 
Total
Outstandings
(Dollars in millions)December 31, 2018
Consumer real estate 
    
  
  
  
  
  
Core portfolio               
Residential mortgage$1,188
 $249
 $793
 $2,230
 $191,465
     $193,695
Home equity200
 85
 387
 672
 39,338
     40,010
Non-core portfolio               
Residential mortgage624
 268
 2,012
 2,904
 8,158
 $3,800
   14,862
Home equity119
 60
 287
 466
 6,965
 845
   8,276
Credit card and other consumer               
U.S. credit card577
 418
 994
 1,989
 96,349
     98,338
Direct/Indirect consumer (5)
317
 90
 40
 447
 90,719
     91,166
Other consumer (6)

 
 
 
 202
     202
Total consumer3,025
 1,170
 4,513
 8,708
 433,196
 4,645
   446,549
Consumer loans accounted for under the fair value option (7)
 
  
  
  
  
  
 $682
 682
Total consumer loans and leases3,025
 1,170
 4,513
 8,708
 433,196
 4,645
 682
 447,231
Commercial               
U.S. commercial594
 232
 573
 1,399
 297,878
     299,277
Non-U.S. commercial1
 49
 
 50
 98,726
     98,776
Commercial real estate (8)
29
 16
 14
 59
 60,786
     60,845
Commercial lease financing124
 114
 37
 275
 22,259
     22,534
U.S. small business commercial83
 54
 96
 233
 14,332
     14,565
Total commercial831
 465
 720
 2,016
 493,981
     495,997
Commercial loans accounted for under the fair value option (7)
 
  
  
  
  
  
 3,667
 3,667
Total commercial loans and leases831
 465
 720
 2,016
 493,981
   3,667
 499,664
Total loans and leases (9)
$3,856
 $1,635
 $5,233
 $10,724
 $927,177
 $4,645
 $4,349
 $946,895
Percentage of outstandings0.41% 0.17% 0.55% 1.13% 97.92% 0.49% 0.46% 100.00%
(1)
Consumer real estate loans 30-59 days past due includes fully-insured loans of $637 million and nonperforming loans of $217 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $269 million and nonperforming loans of $146 million.
(2)
Consumer real estate includes fully-insured loans of $1.9 billion.
(3)
Consumer real estate includes $1.8 billion and direct/indirect consumer includes $53 million of nonperforming loans.
(4)
PCI loan amounts are shown gross of the valuation allowance.
(5)
Total outstandings includes auto and specialty lending loans and leases of $50.1 billion, unsecured consumer lending loans of $383 million, U.S. securities-based lending loans of $37.0 billion, non-U.S. consumer loans of $2.9 billion and other consumer loans of $746 million.
(6)
Substantially all of other consumer is consumer overdrafts.
(7)
Consumer loans accounted for under the fair value option includes residential mortgage loans of $336 million and home equity loans of $346 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.5 billion and non-U.S. commercial loans of $1.1 billion. For additional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(8)
Total outstandings includes U.S. commercial real estate loans of $56.6 billion and non-U.S. commercial real estate loans of $4.2 billion.
(9)
Total outstandings includes loans and leases pledged as collateral of $36.7 billion. The Corporation also pledged $166.1 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank (FHLB).

111Bank of America 2018






                
 
30-59 Days
Past Due
(1)
 
60-89 Days Past Due (1)
 
90 Days or
More
Past Due
(2)
 Total Past
Due 30 Days
or More
 
Total
Current or
Less Than
30 Days
Past Due (3)
 
Purchased
Credit-impaired
(4)
 
Loans
Accounted
for Under
the Fair
Value Option
 Total Outstandings
(Dollars in millions)December 31, 2017
Consumer real estate 
    
  
  
  
  
  
Core portfolio               
Residential mortgage$1,242
 $321
 $1,040
 $2,603
 $174,015
    
 $176,618
Home equity215
 108
 473
 796
 43,449
    
 44,245
Non-core portfolio   
  
  
  
  
  
  
Residential mortgage1,028
 468
 3,535
 5,031
 14,161
 $8,001
  
 27,193
Home equity224
 121
 572
 917
 9,866
 2,716
  
 13,499
Credit card and other consumer   
  
  
  
  
  
  
U.S. credit card542
 405
 900
 1,847
 94,438
    
 96,285
Direct/Indirect consumer (5)
330
 104
 44
 478
 95,864
    
 96,342
Other consumer (6)

 
 
 
 166
    
 166
Total consumer3,581
 1,527
 6,564
 11,672
 431,959
 10,717
  
454,348
Consumer loans accounted for under the fair value option (7)
            $928

928
Total consumer loans and leases3,581
 1,527
 6,564
 11,672
 431,959
 10,717
 928
 455,276
Commercial   
  
  
  
  
  
  
U.S. commercial547
 244
 425
 1,216
 283,620
    
 284,836
Non-U.S. commercial52
 1
 3
 56
 97,736
    
 97,792
Commercial real estate (8)
48
 10
 29
 87
 58,211
    
 58,298
Commercial lease financing110
 68
 26
 204
 21,912
    
 22,116
U.S. small business commercial95
 45
 88
 228
 13,421
    
 13,649
Total commercial852
 368
 571
 1,791
 474,900
    
 476,691
Commercial loans accounted for under the fair value option (7)
            4,782
 4,782
Total commercial loans and leases852
 368
 571
 1,791
 474,900
   4,782
 481,473
Total loans and leases (9)
$4,433
 $1,895
 $7,135
 $13,463
 $906,859
 $10,717
 $5,710
 $936,749
Percentage of outstandings0.48% 0.20% 0.76% 1.44% 96.81% 1.14% 0.61% 100.00%

(1)
Consumer real estate loans 30-59 days past due includes fully-insured loans of $850 million and nonperforming loans of $253 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $386 million and nonperforming loans of $195 million.
(2)
Consumer real estate includes fully-insured loans of $3.2 billion.
(3)
Consumer real estate includes $2.3 billion and direct/indirect consumer includes $43 million of nonperforming loans.
(4)
PCI loan amounts are shown gross of the valuation allowance.
(5)
Total outstandings includes auto and specialty lending loans and leases of $52.4 billion, unsecured consumer lending loans of $469 million, U.S. securities-based lending loans of $39.8 billion, non-U.S. consumer loans of $3.0 billion and other consumer loans of $684 million.
(6)
Substantially all of other consumer is consumer overdrafts.
(7)
Consumer loans accounted for under the fair value option includes residential mortgage loans of $567 million and home equity loans of $361 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.6 billion and non-U.S. commercial loans of $2.2 billion. For additional information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(8)
Total outstandings includes U.S. commercial real estate loans of $54.8 billion and non-U.S. commercial real estate loans of $3.5 billion.
(9)
Total outstandings includes loans and leases pledged as collateral of $40.1 billion. The Corporation also pledged $160.3 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and FHLB.
The Corporation categorizes consumer real estate loans as core and non-core based on loan and customer characteristics such as origination date, product type, LTV, FICO score and delinquency status consistent with its current consumer and mortgage servicing strategy. Generally, loans that were originated after January 1, 2010, qualified under government-sponsored enterprise (GSE) underwriting guidelines, or otherwise met the Corporation’s underwriting guidelines in place in 2015 are characterized as core loans. All other loans are generally characterized as non-core loans and represent runoff portfolios.
The Corporation has entered into long-term credit protection agreements with FNMA and FHLMC on loans totaling $6.1 billion and $6.3 billion at December 31, 2018 and 2017, providing full credit protection on residential mortgage loans that become severely delinquent. All of these loans are individually insured and therefore the Corporation does not record an allowance for credit losses related to these loans.
During 2018, the Corporation sold $11.6 billion of consumer real estate loans compared to $4.0 billion in 2017. In addition to recurring loan sales, the 2018 amount includes sales of loans, primarily non-core, with a carrying value of $9.6 billion and related gains of $731 million recorded in other income in the Consolidated Statement of Income.
Nonperforming Loans and Leases
The Corporation classifies junior-lien home equity loans as nonperforming when the first-lien loan becomes 90 days past due even if the junior-lien loan is performing. At December 31, 2018 and 2017, $221 million and $330 million of such junior-lien home equity loans were included in nonperforming loans.
The Corporation classifies consumer real estate loans that have been discharged in Chapter 7 bankruptcy and not reaffirmed by the borrower as TDRs, irrespective of payment history or delinquency status, even if the repayment terms for the loan have not been otherwise modified. The Corporation continues to have a lien on the underlying collateral. At December 31, 2018, nonperforming loans discharged in Chapter 7 bankruptcy with no change in repayment terms were $185 million of which $98 million were current on their contractual payments, while $70 million were 90 days or more past due. Of the contractually current nonperforming loans, 63 percent were discharged in Chapter 7 bankruptcy over 12 months ago, and 55 percent were discharged 24 months or more ago.

Bank of America 2018 112


During 2018, the Corporation sold nonperforming and PCI consumer real estate loans with a carrying value of $5.3 billion, including $4.4 billion of PCI loans, compared to $1.3 billion, including $803 million of PCI loans, in 2017.
The table below presents the Corporation’s nonperforming loans and leases including nonperforming TDRs,
and loans accruing past due 90 days or more at December 31, 2018 and 2017. Nonperforming LHFS are excluded from nonperforming loans and leases as they are recorded at either fair value or the lower of cost or fair value. For more information on the criteria for classification as nonperforming, see Note 1 – Summary of Significant Accounting Principles.
        
Credit Quality  
        
 
Nonperforming Loans
and Leases
 
Accruing Past Due
90 Days or More
 December 31
(Dollars in millions)2018 2017 2018 2017
Consumer real estate 
  
  
  
Core portfolio       
Residential mortgage (1)
$1,010
 $1,087
 $274
 $417
Home equity955
 1,079
 
 
Non-core portfolio 
  
  
  
Residential mortgage (1)
883
 1,389
 1,610
 2,813
Home equity938
 1,565
 
 
Credit card and other consumer 
  
    
U.S. credit cardn/a
 n/a
 994
 900
Direct/Indirect consumer56
 46
 38
 40
Total consumer3,842
 5,166
 2,916
 4,170
Commercial 
  
  
  
U.S. commercial794
 814
 197
 144
Non-U.S. commercial80
 299
 
 3
Commercial real estate156
 112
 4
 4
Commercial lease financing18
 24
 29
 19
U.S. small business commercial54
 55
 84
 75
Total commercial1,102
 1,304
 314
 245
Total loans and leases$4,944
 $6,470
 $3,230
 $4,415
(1)
Residential mortgage loans in the core and non-core portfolios accruing past due 90 days or more are fully-insured loans. At December 31, 2018 and 2017, residential mortgage includes $1.4 billion and $2.2 billion of loans on which interest has been curtailed by the FHA and therefore are no longer accruing interest, although principal is still insured, and $498 million and $1.0 billion of loans on which interest is still accruing.
n/a = not applicable
Credit Quality Indicators
The Corporation monitors credit quality within its Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments based on primary credit quality indicators. For more information on the portfolio segments, see Note 1 – Summary of Significant Accounting Principles. Within the Consumer Real Estate portfolio segment, the primary credit quality indicators are refreshed LTV and refreshed FICO score. Refreshed LTV measures the carrying value of the loan as a percentage of the value of the property securing the loan, refreshed quarterly. Home equity loans are evaluated using CLTV which measures the carrying value of the Corporation’s loan and available line of credit combined with any outstanding senior liens against the property as a percentage of the value of the property securing the loan, refreshed quarterly. FICO score measures the creditworthiness of the borrower based on the financial obligations of the borrower and the borrower’s credit history. FICO scores are typically refreshed quarterly or more
frequently. Certain borrowers (e.g., borrowers that have had debts discharged in a bankruptcy proceeding) may not have their FICO scores updated. FICO scores are also a primary credit quality indicator for the Credit Card and Other Consumer portfolio segment and the business card portfolio within U.S. small business commercial. Within the Commercial portfolio segment, loans are evaluated using the internal classifications of pass rated or reservable criticized as the primary credit quality indicators. The term reservable criticized refers to those commercial loans that are internally classified or listed by the Corporation as Special Mention, Substandard or Doubtful, which are asset quality categories defined by regulatory authorities. These assets have an elevated level of risk and may have a high probability of default or total loss. Pass rated refers to all loans not considered reservable criticized. In addition to these primary credit quality indicators, the Corporation uses other credit quality indicators for certain types of loans.


113Bank of America 2018






The following tables present certain credit quality indicators for the Corporation’s Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, at December 31, 2018 and 2017.
            
Consumer Real Estate – Credit Quality Indicators (1)
            
 
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage
PCI
 
Core Home Equity (2)
 
Non-core Home
Equity (2)
 
Home
Equity PCI
(Dollars in millions)December 31, 2018
Refreshed LTV (3)
 
  
  
  
    
Less than or equal to 90 percent$173,911
 $6,861
 $3,411
 $39,246
 $5,870
 $608
Greater than 90 percent but less than or equal to 100 percent2,349
 340
 193
 354
 603
 112
Greater than 100 percent817
 349
 196
 410
 958
 125
Fully-insured loans (4)
16,618
 3,512
        
Total consumer real estate$193,695
 $11,062
 $3,800
 $40,010
 $7,431
 $845
Refreshed FICO score           
Less than 620$2,125
 $1,264
 $710
 $1,064
 $1,325
 $178
Greater than or equal to 620 and less than 6804,538
 1,068
 651
 2,008
 1,575
 145
Greater than or equal to 680 and less than 74023,841
 1,841
 1,201
 7,008
 1,968
 220
Greater than or equal to 740146,573
 3,377
 1,238
 29,930
 2,563
 302
Fully-insured loans (4)
16,618
 3,512
        
Total consumer real estate$193,695
 $11,062
 $3,800
 $40,010
 $7,431
 $845
(1)
Excludes $682 million of loans accounted for under the fair value option.
(2)
Excludes PCI loans.
(3)
Refreshed LTV percentages for PCI loans are calculated using the carrying value net of the related valuation allowance.
(4)
Credit quality indicators are not reported for fully-insured loans as principal repayment is insured.
      
Credit Card and Other Consumer – Credit Quality Indicators  
      
 
U.S. Credit
Card
 
Direct/Indirect
Consumer
 Other Consumer
(Dollars in millions)December 31, 2018
Refreshed FICO score 
  
  
Less than 620$5,016
 $1,719
  
Greater than or equal to 620 and less than 68012,415
 3,124
  
Greater than or equal to 680 and less than 74035,781
 8,921
  
Greater than or equal to 74045,126
 36,709
  
Other internal credit metrics (1, 2)
  40,693
 $202
Total credit card and other consumer$98,338
 $91,166
 $202
(1)
Other internal credit metrics may include delinquency status, geography or other factors.
(2)
Direct/indirect consumer includes $39.9 billion of securities-based lending which is overcollateralized and therefore has minimal credit risk.
          
Commercial – Credit Quality Indicators (1)
    
          
 
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
(Dollars in millions)December 31, 2018
Risk ratings 
  
  
  
  
Pass rated$291,918
 $97,916
 $59,910
 $22,168
 $389
Reservable criticized7,359
 860
 935
 366
 29
Refreshed FICO score (3)
         
Less than 620 
       264
Greater than or equal to 620 and less than 680        684
Greater than or equal to 680 and less than 740        2,072
Greater than or equal to 740        4,254
Other internal credit metrics (3, 4)
        6,873
Total commercial$299,277
 $98,776
 $60,845
 $22,534
 $14,565
(1)
Excludes $3.7 billion of loans accounted for under the fair value option.
(2)
U.S. small business commercial includes $731 million of criticized business card and small business loans which are evaluated using refreshed FICO scores or internal credit metrics, including delinquency status, rather than risk ratings. At December 31, 2018, 99 percent of the balances where internal credit metrics are used was current or less than 30 days past due.
(3)
Refreshed FICO score and other internal credit metrics are applicable only to the U.S. small business commercial portfolio.
(4)
Other internal credit metrics may include delinquency status, application scores, geography or other factors.

Bank of America 2018 114


            
Consumer Real Estate – Credit Quality Indicators (1)
            
 
Core Residential
Mortgage (2)
 
Non-core Residential
Mortgage
(2)
 
Residential Mortgage
PCI
 
Core Home Equity (2)
 
Non-core Home
Equity
(2)
 
Home
Equity PCI
(Dollars in millions)December 31, 2017
Refreshed LTV (3)
 
  
  
  
    
Less than or equal to 90 percent$153,669
 $12,135
 $6,872
 $43,048
 $7,944
 $1,781
Greater than 90 percent but less than or equal to 100 percent3,082
 850
 559
 549
 1,053
 412
Greater than 100 percent1,322
 1,011
 570
 648
 1,786
 523
Fully-insured loans (4)
18,545
 5,196
        
Total consumer real estate$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
Refreshed FICO score 
  
  
  
  
  
Less than 620$2,234
 $2,390
 $1,941
 $1,169
 $2,098
 $452
Greater than or equal to 620 and less than 6804,531
 2,086
 1,657
 2,371
 2,393
 466
Greater than or equal to 680 and less than 74022,934
 3,519
 2,396
 8,115
 2,723
 786
Greater than or equal to 740128,374
 6,001
 2,007
 32,590
 3,569
 1,012
Fully-insured loans (4)
18,545
 5,196
        
Total consumer real estate$176,618
 $19,192
 $8,001
 $44,245
 $10,783
 $2,716
(1)
Excludes $928 million of loans accounted for under the fair value option.
(2)
Excludes PCI loans.
(3)
Refreshed LTV percentages for PCI loans are calculated using the carrying value net of the related valuation allowance.
(4)
Credit quality indicators are not reported for fully-insured loans as principal repayment is insured.
      
Credit Card and Other Consumer – Credit Quality Indicators  
      
 
U.S. Credit
Card
 
Direct/Indirect
Consumer
 Other Consumer
(Dollars in millions)December 31, 2017
Refreshed FICO score 
  
  
Less than 620$4,730
 $2,005
  
Greater than or equal to 620 and less than 68012,422
 4,064
  
Greater than or equal to 680 and less than 74035,656
 10,371
  
Greater than or equal to 74043,477
 36,445
  
Other internal credit metrics (1, 2)
  43,457
 $166
Total credit card and other consumer$96,285
 $96,342
 $166
(1)
Other internal credit metrics may include delinquency status, geography or other factors.
(2)
Direct/indirect consumer includes $42.8 billion of securities-based lending which is overcollateralized and therefore has minimal credit risk.
          
Commercial – Credit Quality Indicators (1)
    
          
 
U.S.
Commercial
 
Non-U.S.
Commercial
 
Commercial
Real Estate
 
Commercial
Lease
Financing
 
U.S. Small
Business
Commercial (2)
(Dollars in millions)December 31, 2017
Risk ratings 
  
  
  
  
Pass rated$275,904
 $96,199
 $57,732
 $21,535
 $322
Reservable criticized8,932
 1,593
 566
 581
 50
Refreshed FICO score (3)
         
Less than 620        223
Greater than or equal to 620 and less than 680        625
Greater than or equal to 680 and less than 740        1,875
Greater than or equal to 740        3,713
Other internal credit metrics (3, 4)
        6,841
Total commercial$284,836
 $97,792
 $58,298
 $22,116
 $13,649
(1)
Excludes $4.8 billion of loans accounted for under the fair value option.
(2)
U.S. small business commercial includes $709 million of criticized business card and small business loans which are evaluated using refreshed FICO scores or internal credit metrics, including delinquency status, rather than risk ratings. At December 31, 2017, 98 percent of the balances where internal credit metrics are used was current or less than 30 days past due.
(3)
Refreshed FICO score and other internal credit metrics are applicable only to the U.S. small business commercial portfolio.
(4)
Other internal credit metrics may include delinquency status, application scores, geography or other factors.


115Bank of America 2018






Impaired Loans and Troubled Debt Restructurings
A loan is considered impaired when, based on current information, it is probable that the Corporation will be unable to collect all amounts due from the borrower in accordance with the contractual terms of the loan. For more information, see Note 1 – Summary of Significant Accounting Principles.
Consumer Real Estate
Impaired consumer real estate loans within the Consumer Real Estate portfolio segment consist entirely of TDRs. Excluding PCI loans, most modifications of consumer real estate loans meet the definition of TDRs when a binding offer is extended to a borrower. Modifications of consumer real estate loans are done in accordance with government programs or the Corporation’s proprietary programs. These modifications are considered to be TDRs if concessions have been granted to borrowers experiencing financial difficulties. Concessions may include reductions in interest rates, capitalization of past due amounts, principal and/or interest forbearance, payment extensions, principal and/or interest forgiveness, or combinations thereof.
Prior to permanently modifying a loan, the Corporation may enter into trial modifications with certain borrowers under both government and proprietary programs. Trial modifications generally represent a three- to four-month period during which the borrower makes monthly payments under the anticipated modified payment terms. Upon successful completion of the trial period, the Corporation and the borrower enter into a permanent modification. Binding trial modifications are classified as TDRs when the trial offer is made and continue to be classified as TDRs regardless of whether the borrower enters into a permanent modification.
Consumer real estate loans that have been discharged in Chapter 7 bankruptcy with no change in repayment terms and not reaffirmed by the borrower of $858 million were included in TDRs at December 31, 2018, of which $185 million were classified as nonperforming and $344 million were loans fully insured by the FHA. For more information on loans discharged in Chapter 7 bankruptcy, see Nonperforming Loans and Leases in this Note.
Consumer real estate TDRs are measured primarily based on the net present value of the estimated cash flows discounted at the loan’s original effective interest rate. If the carrying value of a TDR exceeds this amount, a specific allowance is recorded as a component of the allowance for loan and lease losses.
Alternatively, consumer real estate TDRs that are considered to be dependent solely on the collateral for repayment (e.g., due to the lack of income verification) are measured based on the estimated fair value of the collateral and a charge-off is recorded if the carrying value exceeds the fair value of the collateral. Consumer real estate loans that reached 180 days past due prior to modification had been charged off to their net realizable value, less costs to sell, before they were modified as TDRs in accordance with established policy. Therefore, modifications of consumer real estate loans that are 180 or more days past due as TDRs do not have an impact on the allowance for loan and lease losses nor are additional charge-offs required at the time of modification. Subsequent declines in the fair value of the collateral after a loan has reached 180 days past due are recorded as charge-offs. Fully-insured loans are protected against principal loss, and therefore, the Corporation does not record an allowance for loan and lease losses on the outstanding principal balance, even after they have been modified in a TDR.
At December 31, 2018 and 2017, remaining commitments to lend additional funds to debtors whose terms have been modified in a consumer real estate TDR were not significant. Consumer real estate foreclosed properties totaled $244 million and $236 million at December 31, 2018 and 2017. The carrying value of consumer real estate loans, including fully-insured and PCI loans, for which formal foreclosure proceedings were in process at December 31, 2018 was $2.5 billion. During 2018 and 2017, the Corporation reclassified $670 million and $815 million of consumer real estate loans to foreclosed properties or, for properties acquired upon foreclosure of certain government-guaranteed loans (principally FHA-insured loans), to other assets. The reclassifications represent non-cash investing activities and, accordingly, are not reflected in the Consolidated Statement of Cash Flows.
The following table provides the unpaid principal balance, carrying value and related allowance at December 31, 2018 and 2017, and the average carrying value and interest income recognized in 2018, 2017 and 2016 for impaired loans in the Corporation’s Consumer Real Estate portfolio segment. Certain impaired consumer real estate loans do not have a related allowance as the current valuation of these impaired loans exceeded the carrying value, which is net of previously recorded charge-offs.

Bank of America 2018 116


            
Impaired Loans – Consumer Real Estate  
            
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
(Dollars in millions)December 31, 2018 December 31, 2017
With no recorded allowance 
  
  
  
  
  
Residential mortgage$5,396
 $4,268
 $
 $8,856
 $6,870
 $
Home equity2,948
 1,599
 
 3,622
 1,956
 
With an allowance recorded     
      
Residential mortgage$1,977
 $1,929
 $114
 $2,908
 $2,828
 $174
Home equity812
 760
 144
 972
 900
 174
Total (1)
 
  
  
      
Residential mortgage$7,373
 $6,197
 $114
 $11,764
 $9,698
 $174
Home equity3,760
 2,359
 144
 4,594
 2,856
 174
            
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 Average
Carrying
Value
 
Interest
Income
Recognized
(2)
 2018 2017 2016
With no recorded allowance           
Residential mortgage$5,424
 $207
 $7,737
 $311
 $10,178
 $360
Home equity1,894
 105
 1,997
 109
 1,906
 90
With an allowance recorded           
Residential mortgage$2,409
 $91
 $3,414
 $123
 $5,067
 $167
Home equity861
 25
 858
 24
 852
 24
Total (1)
           
Residential mortgage$7,833
 $298
 $11,151
 $434
 $15,245
 $527
Home equity2,755
 130
 2,855
 133
 2,758
 114
(1)
During 2018, previously impaired consumer real estate loans with a carrying value of $2.3 billion were sold.
(2)
Interest income recognized includes interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal is considered collectible.
The table below presents the December 31, 2018, 2017 and 2016 unpaid principal balance, carrying value, and average pre- and post-modification interest rates on consumer real estate loans that were modified in TDRs during 2018, 2017 and 2016. The following Consumer Real Estate portfolio segment tables include loans that were initially classified as TDRs during the period and also loans that had previously been classified as TDRs and were modified again during the period.
        
Consumer Real Estate – TDRs Entered into During 2018, 2017 and 2016
  
 Unpaid Principal Balance Carrying
Value
 Pre-Modification Interest Rate 
Post-Modification Interest Rate (1)
(Dollars in millions)December 31, 2018
Residential mortgage$774
 $641
 4.33% 4.21%
Home equity489
 358
 4.46
 3.74
Total$1,263
 $999
 4.38
 4.03
        
 December 31, 2017
Residential mortgage$824
 $712
 4.43% 4.16%
Home equity764
 590
 4.22
 3.49
Total$1,588
 $1,302
 4.33
 3.83
        
 December 31, 2016
Residential mortgage$1,130
 $1,017
 4.73% 4.16%
Home equity849
 649
 3.95
 2.72
Total$1,979
 $1,666
 4.40
 3.54
(1)
The post-modification interest rate reflects the interest rate applicable only to permanently completed modifications, which exclude loans that are in a trial modification period.


117Bank of America 2018






The table below presents the December 31, 2018, 2017 and 2016 carrying value for consumer real estate loans that were modified in a TDR during 2018, 2017 and 2016, by type of modification.
      
Consumer Real Estate – Modification Programs     
      
 TDRs Entered into During
(Dollars in millions)2018 2017 2016
Modifications under government programs     
Contractual interest rate reduction$19
 $59
 $151
Principal and/or interest forbearance
 4
 13
Other modifications (1)
42
 22
 23
Total modifications under government programs61
 85
 187
Modifications under proprietary programs     
Contractual interest rate reduction209
 281
 235
Capitalization of past due amounts96
 63
 40
Principal and/or interest forbearance51
 38
 72
Other modifications (1)
167
 55
 75
Total modifications under proprietary programs523
 437
 422
Trial modifications285
 569
 831
Loans discharged in Chapter 7 bankruptcy (2)
130
 211
 226
Total modifications$999
 $1,302
 $1,666
(1)
Includes other modifications such as term or payment extensions and repayment plans. During 2018, this included $198 million of modifications that met the definition of a TDR related to the 2017 hurricanes. These modifications had been written down to their net realizable value less costs to sell or were fully insured as of December 31, 2018.
(2)
Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
The table below presents the carrying value of consumer real estate loans that entered into payment default during 2018, 2017 and 2016 that were modified in a TDR during the 12 months preceding payment default. A payment default for consumer real estate TDRs is recognized when a borrower has missed three monthly payments (not necessarily consecutively) since modification.
      
Consumer Real Estate – TDRs Entering Payment Default that were Modified During the Preceding 12 Months
      
(Dollars in millions)2018 2017 2016
Modifications under government programs$39
 $81
 $262
Modifications under proprietary programs158
 138
 196
Loans discharged in Chapter 7 bankruptcy (1)
64
 116
 158
Trial modifications (2)
107
 391
 824
Total modifications$368
 $726
 $1,440
(1)
Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
(2)
Includes trial modification offers to which the customer did not respond.

Credit Card and Other Consumer
Impaired loans within the Credit Card and Other Consumer portfolio segment consist entirely of loans that have been modified in TDRs. The Corporation seeks to assist customers that are experiencing financial difficulty by modifying loans while ensuring compliance with federal and local laws and guidelines. Credit card and other consumer loan modifications generally involve reducing the interest rate on the account, placing the customer on a fixed payment plan not exceeding 60 months and canceling the customer’s available line of credit, all of which are considered TDRs. The Corporation makes loan modifications directly with borrowers for debt held only by the Corporation (internal programs). Additionally, the Corporation makes loan modifications for
borrowers working with third-party renegotiation agencies that provide solutions to customers’ entire unsecured debt structures (external programs). The Corporation classifies other secured consumer loans that have been discharged in Chapter 7 bankruptcy as TDRs which are written down to collateral value and placed on nonaccrual status no later than the time of discharge. For more information on the regulatory guidance on loans discharged in Chapter 7 bankruptcy, see Nonperforming Loans and Leases in this Note.
The table below provides the unpaid principal balance, carrying value and related allowance at December 31, 2018 and 2017, and the average carrying value for 2018, 2017 and 2016 on TDRs within the Credit Card and Other Consumer portfolio segment.

Bank of America 2018 118


                  
Impaired Loans – Credit Card and Other Consumer        
                  
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value (1)
 
Related
Allowance
 
Average Carrying Value (2)
(Dollars in millions)December 31, 2018 December 31, 2017 2018 2017 2016
With no recorded allowance 
  
  
            
Direct/Indirect consumer$72
 $33
 $
 $58
 $28
 $
 $30
 $21
 $20
With an allowance recorded 
  
  
          
  
U.S. credit card$522
 $533
 $154
 $454
 $461
 $125
 $491
 $464
 $556
Non-U.S. credit card (3)
n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 47
 111
Direct/Indirect consumer
 
 
 1
 1
 
 1
 2
 10
Total 
  
  
  
  
        
U.S. credit card$522
 $533
 $154
 $454
 $461
 $125
 $491
 $464
 $556
Non-U.S. credit card (3)
n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 n/a
 47
 111
Direct/Indirect consumer72
 33
 
 59
 29
 
 31
 23
 30
(1)
Includes accrued interest and fees.
(2)
The related interest income recognized, which included interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal was considered collectible, was not significant in 2018, 2017 and 2016.
(3)
In 2017, the Corporation sold its non-U.S. consumer credit card business.
n/a = not applicable
The table below provides information on the Corporation’s primary modification programs for the Credit Card and Other Consumer TDR portfolio at December 31, 2018 and 2017.
            
Credit Card and Other Consumer – TDRs by Program Type at December 31
      
 U.S. Credit Card Direct/Indirect Consumer Total TDRs by Program Type
(Dollars in millions)2018 2017 2018 2017 2018 2017
Internal programs$259
 $203
 $
 $1
 $259
 $204
External programs273
 257
 
 
 273
 257
Other1
 1
 33
 28
 34
 29
Total$533
 $461
 $33
 $29
 $566
 $490
Percent of balances current or less than 30 days past due85% 87% 81% 88% 85% 87%

The table below provides information on the Corporation’s Credit Card and Other Consumer TDR portfolio including the December 31, 2018, 2017 and 2016 unpaid principal balance, carrying value, and average pre- and post-modification interest rates of loans that were modified in TDRs during 2018, 2017 and 2016.
        
Credit Card and Other Consumer – TDRs Entered into During 2018, 2017 and 2016
        
 Unpaid Principal Balance 
Carrying Value (1)
 Pre-Modification Interest Rate Post-Modification Interest Rate
(Dollars in millions)December 31, 2018
U.S. credit card$278
 $292
 19.49% 5.24%
Direct/Indirect consumer42
 23
 5.10
 4.95
Total$320
 $315
 18.45
 5.22
        
 December 31, 2017
U.S. credit card$203
 $213
 18.47% 5.32%
Direct/Indirect consumer37
 22
 4.81
 4.30
Total$240
 $235
 17.17
 5.22
        
 December 31, 2016
U.S. credit card$163
 $172
 17.54% 5.47%
Non-U.S. credit card66
 75
 23.99
 0.52
Direct/Indirect consumer21
 13
 3.44
 3.29
Total$250
 $260
 18.73
 3.93
(1)
Includes accrued interest and fees.

119Bank of America 2018






Credit card and other consumer loans are deemed to be in payment default during the quarter in which a borrower misses the second of two consecutive payments. Payment defaults are one of the factors considered when projecting future cash flows in the calculation of the allowance for loan and lease losses for impaired credit card and other consumer loans. Based on historical experience, the Corporation estimates that 13 percent of new U.S. credit card TDRs and 14 percent of new direct/indirect consumer TDRs may be in payment default within 12 months after modification.
Commercial Loans
Impaired commercial loans include nonperforming loans and TDRs (both performing and nonperforming). Modifications of loans to commercial borrowers that are experiencing financial difficulty are designed to reduce the Corporation’s loss exposure while providing the borrower with an opportunity to work through financial difficulties, often to avoid foreclosure or bankruptcy. Each modification is unique and reflects the individual circumstances of the borrower. Modifications that result in a TDR may include extensions of maturity at a concessionary (below market) rate of interest, payment forbearances or other actions designed to benefit the customer while mitigating the Corporation’s risk exposure. Reductions in interest rates are rare. Instead, the interest rates are typically increased, although the increased rate may not represent a market rate of interest. Infrequently,
concessions may also include principal forgiveness in connection with foreclosure, short sale or other settlement agreements leading to termination or sale of the loan.
At the time of restructuring, the loans are remeasured to reflect the impact, if any, on projected cash flows resulting from the modified terms. If there was no forgiveness of principal and the interest rate was not decreased, the modification may have little or no impact on the allowance established for the loan. If a portion of the loan is deemed to be uncollectible, a charge-off may be recorded at the time of restructuring. Alternatively, a charge-off may have already been recorded in a previous period such that no charge-off is required at the time of modification. For more information on modifications for the U.S. small business commercial portfolio, see Credit Card and Other Consumer in this Note.
At December 31, 2018 and 2017, remaining commitments to lend additional funds to debtors whose terms have been modified in a commercial loan TDR were $297 million and $205 million.
The table below provides information on impaired loans in the Commercial loan portfolio segment including the unpaid principal balance, carrying value and related allowance at December 31, 2018 and 2017, and the average carrying value for 2018, 2017 and 2016. Certain impaired commercial loans do not have a related allowance because the valuation of these impaired loans exceeded the carrying value, which is net of previously recorded charge-offs.
                  
Impaired Loans – Commercial        
                  
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Unpaid
Principal
Balance
 
Carrying
Value
 
Related
Allowance
 
Average Carrying Value (1)
(Dollars in millions)December 31, 2018 December 31, 2017 2018 2017 2016
With no recorded allowance 
  
  
  
  
        
U.S. commercial$638
 $616
 $
 $576
 $571
 $
 $655
 $772
 $787
Non-U.S. commercial93
 93
 
 14
 11
 
 43
 46
 34
Commercial real estate
 
 
 83
 80
 
 44
 69
 67
Commercial lease financing
 
 
 
 
 
 3
 
 
With an allowance recorded           
      
U.S. commercial$1,437
 $1,270
 $121
 $1,393
 $1,109
 $98
 $1,162
 $1,260
 $1,569
Non-U.S. commercial155
 149
 30
 528
 507
 58
 327
 463
 409
Commercial real estate247
 162
 16
 133
 41
 4
 46
 73
 92
Commercial lease financing71
 71
 
 20
 18
 3
 42
 8
 2
U.S. small business commercial (2)
83
 72
 29
 84
 70
 27
 73
 73
 87
Total 
  
  
            
U.S. commercial$2,075
 $1,886
 $121
 $1,969
 $1,680
 $98
 $1,817
 $2,032
 $2,356
Non-U.S. commercial248
 242
 30
 542
 518
 58
 370
 509
 443
Commercial real estate247
 162
 16
 216
 121
 4
 90
 142
 159
Commercial lease financing71
 71
 
 20
 18
 3
 45
 8
 2
U.S. small business commercial (2)
83
 72
 29
 84
 70
 27
 73
 73
 87
(1)
The related interest income recognized, which included interest accrued and collected on the outstanding balances of accruing impaired loans as well as interest cash collections on nonaccruing impaired loans for which the principal was considered collectible, was not significant in 2018, 2017 and 2016.
(2)
Includes U.S. small business commercial renegotiated TDR loans and related allowance.

Bank of America 2018 120


The table below presents the December 31, 2018, 2017 and 2016 unpaid principal balance and carrying value of commercial loans that were modified as TDRs during 2018, 2017 and 2016. The table below includes loans that were initially classified as TDRs during the period and also loans that had previously been classified as TDRs and were modified again during the period.
    
Commercial – TDRs Entered into During 2018, 2017 and 2016
  
 Unpaid Principal Balance Carrying Value
(Dollars in millions)December 31, 2018
U.S. commercial$1,154
 $1,098
Non-U.S. commercial166
 165
Commercial real estate115
 115
Commercial lease financing68
 68
U.S. small business commercial (1)
9
 8
Total$1,512
 $1,454
    
 December 31, 2017
U.S. commercial$1,033
 $922
Non-U.S. commercial105
 105
Commercial real estate35
 24
Commercial lease financing20
 17
U.S. small business commercial (1)
13
 13
Total$1,206
 $1,081
    
 December 31, 2016
U.S. commercial$1,556
 $1,482
Non-U.S. commercial255
 253
Commercial real estate77
 77
Commercial lease financing6
 4
U.S. small business commercial (1)
1
 1
Total$1,895
 $1,817
(1)
U.S. small business commercial TDRs are comprised of renegotiated small business card loans.
A commercial TDR is generally deemed to be in payment default when the loan is 90 days or more past due, including delinquencies that were not resolved as part of the modification. U.S. small business commercial TDRs are deemed to be in payment default during the quarter in which a borrower misses the second of two consecutive payments. Payment defaults are one of the factors considered when projecting future cash flows, along with observable market prices or fair value of collateral when measuring the allowance for loan and lease losses. TDRs that were in payment default had a carrying value of $150 million, $64 million and $140
million for U.S. commercial and $3 million, $19 million and $34 million for commercial real estate at December 31, 2018, 2017 and 2016, respectively.
Purchased Credit-impaired Loans
The table below shows activity for the accretable yield on PCI loans, which includeincludes the Countrywide Financial Corporation (Countrywide) portfolio and loans repurchased in connection with the 2013 settlement with FNMA. The amount of accretable yield is affected by changes in credit outlooks, including metrics such as default rates and loss severities, prepayment speeds, which can change the amount and period of time over which interest payments are expected to be received, and the interest rates on variable rate loans. The reclassifications from nonaccretable difference during 20172018 and 20162017 were primarily due to an increase in the expected principal and interest cash flows due to lower default estimates and the rising interest rate environment.
  
Rollforward of Accretable Yield 
  
(Dollars in millions) 
Accretable yield, January 1, 2017$3,805
Accretion(601)
Disposals/transfers(634)
Reclassifications from nonaccretable difference219
Accretable yield, December 31, 20172,789
Accretion(457)
Disposals/transfers(1,456)
Reclassifications from nonaccretable difference368
Accretable yield, December 31, 2018$1,244

   
Rollforward of Accretable Yield  
   
(Dollars in millions)  
Accretable yield, January 1, 2016 $4,569
Accretion (722)
Disposals/transfers (486)
Reclassifications from nonaccretable difference 444
Accretable yield, December 31, 2016 3,805
Accretion (601)
Disposals/transfers (634)
Reclassifications from nonaccretable difference 219
Accretable yield, December 31, 2017 $2,789
During 20172018 and 2016,2017, the Corporation sold PCI loans with a carrying value of $803 million$4.4 billion and $549$803 million. For more information on PCI loans, see Note 1 – Summary of Significant Accounting Principles and for the carrying value and valuation allowance for PCI loans, see Note 56 – Allowance for Credit Losses.
Loans Held-for-sale
The Corporation had LHFS of $11.4$10.4 billion and $9.1$11.4 billion at December 31, 20172018 and 2016.2017. Cash and non-cash proceeds from sales and paydowns of loans originally classified as LHFS were $29.2 billion, $41.3 billion and $32.6 billion for 2018, 2017 and $41.2 billion for 2017, 2016, and 2015, respectively. Cash used for originations and purchases of LHFS totaled $28.1 billion, $43.5 billion and $33.1 billion for 2018, 2017 and $37.9 billion for 2017, 2016, and 2015, respectively.





137121Bank of America 20172018

  







NOTE Allowance for Credit Losses
The table below summarizes the changes in the allowance for credit losses by portfolio segment for 2018, 2017 2016 and 2015.2016.
              
Consumer
Real Estate (1)
 Credit Card and Other Consumer Commercial 
Total
Allowance
Consumer
Real Estate
(1)
 Credit Card and Other Consumer Commercial Total
(Dollars in millions)20172018
Allowance for loan and lease losses, January 1$2,750
 $3,229
 $5,258
 $11,237
$1,720
 $3,663
 $5,010
 $10,393
Loans and leases charged off(770) (3,774) (1,075) (5,619)(690) (4,037) (675) (5,402)
Recoveries of loans and leases previously charged off657
 809
 174
 1,640
664
 823
 152
 1,639
Net charge-offs (2)
(113) (2,965) (901) (3,979)
Write-offs of PCI loans (3)
(207) 
 
 (207)
Provision for loan and lease losses (4)
(710) 3,437
 654
 3,381
Other (5)

 (38) (1) (39)
Net charge-offs(26) (3,214) (523) (3,763)
Write-offs of PCI loans (2)
(273) 
 
 (273)
Provision for loan and lease losses(492) 3,441
 313
 3,262
Other (3)
(1) (16) (1) (18)
Allowance for loan and lease losses, December 31
1,720
 3,663
 5,010
 10,393
928
 3,874
 4,799
 9,601
Reserve for unfunded lending commitments, January 1
 
 762
 762

 
 777
 777
Provision for unfunded lending commitments
 
 15
 15

 
 20
 20
Reserve for unfunded lending commitments, December 31
 
 777
 777

 
 797
 797
Allowance for credit losses, December 31
$1,720
 $3,663
 $5,787
 $11,170
$928
 $3,874
 $5,596
 $10,398
       
2017
Allowance for loan and lease losses, January 1$2,750
 $3,229
 $5,258
 $11,237
Loans and leases charged off(770) (3,774) (1,075) (5,619)
Recoveries of loans and leases previously charged off657
 809
 174
 1,640
Net charge-offs(113) (2,965) (901) (3,979)
Write-offs of PCI loans (2)
(207) 
 
 (207)
Provision for loan and lease losses(710) 3,437
 654
 3,381
Other (3)

 (38) (1) (39)
Allowance for loan and lease losses, December 311,720
 3,663
 5,010
 10,393
Reserve for unfunded lending commitments, January 1
 
 762
 762
Provision for unfunded lending commitments
 
 15
 15
Reserve for unfunded lending commitments, December 31
 
 777
 777
Allowance for credit losses, December 31$1,720
 $3,663
 $5,787
 $11,170
       
2016
Allowance for loan and lease losses, January 1$3,914
 $3,471
 $4,849
 $12,234
Loans and leases charged off(1,155) (3,553) (740) (5,448)
Recoveries of loans and leases previously charged off619
 770
 238
 1,627
Net charge-offs(536) (2,783) (502) (3,821)
Write-offs of PCI loans (2)
(340) 
 
 (340)
Provision for loan and lease losses(258) 2,826
 1,013
 3,581
Other (3)
(30) (42) (102) (174)
Total allowance for loan and lease losses, December 312,750
 3,472
 5,258
 11,480
Less: Allowance included in assets of business held for sale (4)

 (243) 
 (243)
Allowance for loan and lease losses, December 312,750
 3,229
 5,258
 11,237
Reserve for unfunded lending commitments, January 1
 
 646
 646
Provision for unfunded lending commitments
 
 16
 16
Other (3)

 
 100
 100
Reserve for unfunded lending commitments, December 31
 
 762
 762
Allowance for credit losses, December 31$2,750
 $3,229
 $6,020
 $11,999
 2016
Allowance for loan and lease losses, January 1$3,914
 $3,471
 $4,849
 $12,234
Loans and leases charged off(1,155) (3,553) (740) (5,448)
Recoveries of loans and leases previously charged off619
 770
 238
 1,627
Net charge-offs (2)
(536) (2,783) (502) (3,821)
Write-offs of PCI loans (3)
(340) 
 
 (340)
Provision for loan and lease losses (4)
(258) 2,826
 1,013
 3,581
Other (5)
(30) (42) (102) (174)
Total allowance for loan and lease losses, December 312,750
 3,472
 5,258
 11,480
Less: Allowance included in assets of business held for sale (6)

 (243) 
 (243)
Allowance for loan and lease losses, December 312,750
 3,229
 5,258
 11,237
Reserve for unfunded lending commitments, January 1
 
 646
 646
Provision for unfunded lending commitments
 
 16
 16
Other (5)

 
 100
 100
Reserve for unfunded lending commitments, December 31
 
 762
 762
Allowance for credit losses, December 31$2,750
 $3,229
 $6,020
 $11,999
 2015
Allowance for loan and lease losses, January 1$5,935
 $4,047
 $4,437
 $14,419
Loans and leases charged off(1,841) (3,620) (644) (6,105)
Recoveries of loans and leases previously charged off732
 813
 222
 1,767
Net charge-offs(1,109) (2,807) (422) (4,338)
Write-offs of PCI loans (3)
(808) 
 
 (808)
Provision for loan and lease losses (4)
(70) 2,278
 835
 3,043
Other (5)
(34) (47) (1) (82)
Allowance for loan and lease losses, December 313,914
 3,471
 4,849
 12,234
Reserve for unfunded lending commitments, January 1
 
 528
 528
Provision for unfunded lending commitments
 
 118
 118
Reserve for unfunded lending commitments, December 31
 
 646
 646
Allowance for credit losses, December 31$3,914
 $3,471
 $5,495
 $12,880

(1) 
Includes valuation allowance associated with the PCI loan portfolio.
(2) 
Includes net charge-offs related to the non-U.S. credit card loan portfolio, which was included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.
(3)
Includes write-offs of $87 million, $60 million and $234 million associated with the sale of PCI loans of $167 million, $87 million and $60 millionin 20172018, 20162017 and 20152016, respectively.
(4)(3) 
Includes provision expense of $76 million and a benefit of $45 million and $40 million associated with the PCI loan portfolio in 2017, 2016 and 2015, respectively.
(5)
Primarily represents the net impact of portfolio sales, consolidations and deconsolidations, foreign currency translation adjustments, transfers to held-for-saleheld for sale and certain other reclassifications.
(6)(4) 
Represents allowance for loan and lease losses related to the non-U.S. consumer credit card loan portfolio, which was sold in 2017.


  
Bank of America 20171382018 122



The table below presents the allowance and the carrying value of outstanding loans and leases by portfolio segment at December 31, 20172018 and 2016.2017.
        
Allowance and Carrying Value by Portfolio Segment      
        
 Consumer
Real Estate
 Credit Card and Other Consumer Commercial Total
(Dollars in millions)December 31, 2018
Impaired loans and troubled debt restructurings (1)
 
  
  
  
Allowance for loan and lease losses$258
 $154
 $196
 $608
Carrying value (2)
8,556
 566
 2,433
 11,555
Allowance as a percentage of carrying value3.02% 27.21% 8.06% 5.26%
Loans collectively evaluated for impairment 
  
  
  
Allowance for loan and lease losses$579
 $3,720
 $4,603
 $8,902
Carrying value (2, 3)
243,642
 189,140
 493,564
 926,346
Allowance as a percentage of carrying value (3)
0.24% 1.97% 0.93% 0.96%
Purchased credit-impaired loans 
    
  
Valuation allowance$91
 n/a
 n/a
 $91
Carrying value gross of valuation allowance4,645
 n/a
 n/a
 4,645
Valuation allowance as a percentage of carrying value1.96% n/a
 n/a
 1.96%
Total 
  
  
  
Allowance for loan and lease losses$928
 $3,874
 $4,799
 $9,601
Carrying value (2, 3)
256,843
 189,706
 495,997
 942,546
Allowance as a percentage of carrying value (3)
0.36% 2.04% 0.97% 1.02%
        
 December 31, 2017
Impaired loans and troubled debt restructurings (1)
 
  
  
  
Allowance for loan and lease losses$348
 $125
 $190
 $663
Carrying value (2)
12,554
 490
 2,407
 15,451
Allowance as a percentage of carrying value2.77% 25.51% 7.89% 4.29%
Loans collectively evaluated for impairment 
  
  
  
Allowance for loan and lease losses$1,083
 $3,538
 $4,820
 $9,441
Carrying value (2, 3)
238,284
 192,303
 474,284
 904,871
Allowance as a percentage of carrying value (3)
0.45% 1.84% 1.02% 1.04%
Purchased credit-impaired loans 
    
  
Valuation allowance$289
 n/a
 n/a
 $289
Carrying value gross of valuation allowance10,717
 n/a
 n/a
 10,717
Valuation allowance as a percentage of carrying value2.70% n/a
 n/a
 2.70%
Total 
  
  
  
Allowance for loan and lease losses$1,720
 $3,663
 $5,010
 $10,393
Carrying value (2, 3)
261,555
 192,793
 476,691
 931,039
Allowance as a percentage of carrying value (3)
0.66% 1.90% 1.05% 1.12%
        
Allowance and Carrying Value by Portfolio Segment      
        
 Consumer
Real Estate
 Credit Card and Other Consumer Commercial Total
(Dollars in millions)December 31, 2017
Impaired loans and troubled debt restructurings (1)
 
  
  
  
Allowance for loan and lease losses (2)
$348
 $125
 $190
 $663
Carrying value (3)
12,554
 490
 2,407
 15,451
Allowance as a percentage of carrying value2.77% 25.51% 7.89% 4.29%
Loans collectively evaluated for impairment 
  
  
  
Allowance for loan and lease losses$1,083
 $3,538
 $4,820
 $9,441
Carrying value (3, 4)
238,284
 192,303
 474,284
 904,871
Allowance as a percentage of carrying value (4)
0.45% 1.84% 1.02% 1.04%
Purchased credit-impaired loans 
    
  
Valuation allowance$289
 n/a
 n/a
 $289
Carrying value gross of valuation allowance10,717
 n/a
 n/a
 10,717
Valuation allowance as a percentage of carrying value2.70% n/a
 n/a
 2.70%
Total 
  
  
  
Allowance for loan and lease losses$1,720
 $3,663
 $5,010
 $10,393
Carrying value (3, 4)
261,555
 192,793
 476,691
 931,039
Allowance as a percentage of carrying value (4)
0.66% 1.90% 1.05% 1.12%
 December 31, 2016
Impaired loans and troubled debt restructurings (1)
 
  
  
  
Allowance for loan and lease losses (2)
$356
 $189
 $273
 $818
Carrying value (3)
15,408
 610
 3,202
 19,220
Allowance as a percentage of carrying value2.31% 30.98% 8.53% 4.26%
Loans collectively evaluated for impairment 
  
  
  
Allowance for loan and lease losses$1,975
 $3,283
 $4,985
 $10,243
Carrying value (3, 4)
229,094
 197,470
 449,290
 875,854
Allowance as a percentage of carrying value (4)
0.86% 1.66% 1.11% 1.17%
Purchased credit-impaired loans 
    
  
Valuation allowance$419
 n/a
 n/a
 $419
Carrying value gross of valuation allowance13,738
 n/a
 n/a
 13,738
Valuation allowance as a percentage of carrying value3.05% n/a
 n/a
 3.05%
Less: Assets of business held for sale (5)
       
Allowance for loan and lease losses (6)
n/a
 $(243) n/a
 $(243)
Carrying value (3)
n/a
 (9,214) n/a
 (9,214)
Total 
  
  
  
Allowance for loan and lease losses$2,750
 $3,229
 $5,258
 $11,237
Carrying value (3, 4)
258,240
 188,866
 452,492
 899,598
Allowance as a percentage of carrying value (4)
1.06% 1.71% 1.16% 1.25%

(1) 
Impaired loans include nonperforming commercial loans and all TDRs, including both commercial and consumer TDRs. Impaired loans exclude nonperforming consumer loans unless they are TDRs, and all consumer and commercial loans accounted for under the fair value option.
(2) 
Allowance for loan and lease losses includes $27 million related to impaired U.S. small business commercial at both December 31, 2017 and 2016.
(3)
Amounts are presented gross of the allowance for loan and lease losses.
(4)(3) 
Outstanding loan and lease balances and ratios do not include loans accounted for under the fair value option of $4.3 billion and $5.7 billion and $7.1 billion at December 31, 20172018 and 20162017.
(5)
Represents allowance for loan and lease losses and loans related to the non-U.S. credit card loan portfolio, which was included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.
(6)
Includes $61 million of allowance for loan and lease losses related to impaired loans and TDRs and $182 million related to loans collectively evaluated for impairment at December 31, 2016.
n/a = not applicable


139Bank of America 2017



NOTE 67Securitizations and Other Variable Interest Entities
The Corporation utilizes VIEs in the ordinary course of business to support its own and its customers’ financing and investing needs. The Corporation routinely securitizes loans and debt securities using VIEs as a source of funding for the Corporation and as a means of transferring the economic risk of the loans or debt securities to third parties. The assets are transferred into a trust or other securitization vehicle such that the assets are legally isolated from the creditors of the Corporation and are not available to satisfy its obligations. These assets can only be used to settle obligations of the trust or other securitization vehicle. The Corporation also administers, structures or invests in other VIEs including CDOs, investment vehicles and other entities. For more information on the Corporation’s use of VIEs, see Note 1 – Summary of Significant Accounting Principles.Principles.
The tables in this Note present the assets and liabilities of consolidated and unconsolidated VIEs at December 31, 20172018 and 20162017 in situations where the Corporation has continuing involvement with transferred assets or if the Corporation otherwise has a variable interest in the VIE. The tables also present the Corporation’s maximum loss exposure at December 31, 20172018 and 20162017 resulting from its involvement with consolidated VIEs and unconsolidated VIEs in which the Corporation holds a variable interest. The Corporation’s maximum loss exposure is based on the unlikely event that all of the assets in the VIEs become worthless and incorporates not only potential losses associated with assets recorded on the Consolidated Balance Sheet but also potential losses associated with off-balance sheet commitments, such as unfunded liquidity commitments and other contractual arrangements. The Corporation’s maximum loss exposure does not include losses previously recognized through write-downs of assets.

123Bank of America 2018






The Corporation invests in ABS issued by third-party VIEs with which it has no other form of involvement and enters into certain commercial lending arrangements that may also incorporate the
use of VIEs, for example to hold collateral. These securities and loans are included in Note 34 – Securities or Note 45 – Outstanding Loans and Leases.In addition, the Corporation useshas used VIEs such as trust preferred securities trusts in connection with its funding activities. In 2018, the Corporation redeemed trust preferred securities with a total carrying value of $3.1 billion resulting in the extinguishment of the related junior subordinated notes issued by the Corporation. In connection therewith, the Corporation recorded a charge to other income of $729 million primarily due to the difference between the carrying and redemption values of the trust preferred securities, the majority of which relates to the discount on the junior subordinated notes resulting from prior acquisitions. For more information on trust preferred securities, see Note 11 – Long-term Debt. Debt. These VIEs, which are generally not consolidated by the Corporation, as applicable, are not included in the tables herein.
Except as described below, theThe Corporation did not provide financial support to consolidated or unconsolidated VIEs during 2018, 2017 2016 and 20152016 that it was not previously contractually required to provide, nor does it intend to do so.
The Corporation had liquidity commitments, including written put options and collateral value guarantees, with certain
unconsolidated VIEs of $218 million and $442 million at December 31, 2018 and 2017.
First-lien Mortgage Securitizations
First-lien Mortgages
As part of its mortgage banking activities, the Corporation securitizes a portion of the first-lien residential mortgage loans it originates or purchases from third parties, generally in the form of RMBS guaranteed by government-sponsored enterprises, FNMA and FHLMC (collectively the GSEs), or the Government National Mortgage Association (GNMA) primarily in the case of FHA-insured and U.S. Department of Veterans Affairs (VA)-guaranteed mortgage loans. Securitization usually occurs in conjunction with or shortly after origination or purchase, and the Corporation may also securitize loans held in its residential mortgage portfolio. In addition, the Corporation may, from time to time, securitize commercial mortgages it originates or purchases from other entities. The Corporation typically services the loans it securitizes. Further, the Corporation may retain beneficial interests in the securitization trusts including senior and subordinate securities and equity tranches issued by the trusts. Except as described belowin Note 12 – Commitments and in Note 7 – Representations and Warranties Obligations and Corporate GuaranteesContingencies, the Corporation does not provide guarantees or recourse to the securitization trusts other than standard representations and warranties.
The table below summarizes select information related to first-lien mortgage securitizations for 2018, 2017 2016 and 2015.2016.
                      
First-lien Mortgage SecuritizationsFirst-lien Mortgage Securitizations          First-lien Mortgage Securitizations          
Residential Mortgage - Agency Commercial Mortgage           
Residential Mortgage - Agency Commercial Mortgage
(Dollars in millions)2017 2016 2015 2017 2016 20152018 2017 2016 2018 2017 2016
Cash proceeds from new securitizations (1)
$14,467
 $24,201
 $27,164
 $5,641
 $3,887
 $7,945
$5,369
 $14,467
 $24,201
 $6,713
 $5,641
 $3,887
Gains on securitizations (2)
158
 370
 894
 91
 38
 49
62
 158
 370
 101
 91
 38
Repurchases from securitization trusts (3)
2,713
 3,611
 3,716
 
 
 
1,485
 2,713
 3,611
 
 
 
(1) 
The Corporation transfers residential mortgage loans to securitizations sponsored by the GSEs or GNMA in the normal course of business and receives RMBS in exchange which may then be sold into the market to third-party investors for cash proceeds.
(2) 
A majority of the first-lien residential mortgage loans securitized are initially classified as LHFS and accounted for under the fair value option. Gains recognized on these LHFS prior to securitization, which totaled $71 million, $243 million, and $487 million and $750 million, net of hedges, during 20172018, 20162017 and 20152016, respectively, are not included in the table above.
(3) 
The Corporation may have the option to repurchase delinquent loans out of securitization trusts, which reduces the amount of servicing advances it is required to make. The Corporation may also repurchase loans from securitization trusts to perform modifications. Repurchased loans include FHA-insured mortgages collateralizing GNMA securities.
In addition to cash proceeds as reported in the table above, the Corporation received securities with an initial fair value of $711 million, $1.9 billion $4.2 billion and $22.3$4.2 billion in connection with first-lien mortgage securitizations in 2018, 2017and2016, and 2015. The receipt of these securities represents non-cash operating and investing activities and, accordingly, is not reflected in the Consolidated Statement of Cash Flows.respectively. Substantially all of these securities were initiallyare classified as Level 2 assets within the fair value hierarchy. During 2017, 2016 and 2015, there were no changes to the initial classification.

Bank of America 2017140


The Corporation recognizes consumer MSRs from the sale or securitization of consumer real estate loans. The unpaid principal balance of loans serviced for investors, including residential mortgage and home equity loans, totaled $277.6$226.6 billion and $326.2$277.6 billion at December 31, 20172018 and 2016.2017. Servicing fee and ancillary fee income on serviced loans was $710 million, $893 million and $1.2 billion and $1.4 billion in 2018, 2017and2016, and 2015.respectively. Servicing advances on serviced loans, including loans serviced for others and loans held for investment, were $4.5$3.3 billion and $6.2$4.5 billion at December 31, 20172018 and 2016.2017. For more information on MSRs, see Note 20 – Fair Value Measurements.
There were no significant deconsolidations of agency residential mortgage securitizations in 2018 or 2017. During 2016, and 2015, the Corporation deconsolidated agency residential mortgage securitization vehicles with total assets of $3.8 billion and $4.5 billion, and total liabilities of $628
million and $0 following the sale of retained interests to third parties, after which the Corporation no longer had the unilateral ability to liquidate the vehicles. Of the balances deconsolidated in 2016, $706 million of assets and $628 million of liabilities represent non-cash investing and financing activities and, accordingly, are not reflected on the Consolidated Statement of Cash Flows. GainsA gain on sale of $125 million and $287 million in 2016 and 2015 related to these deconsolidations werethe deconsolidation was recorded in other income in the Consolidated Statement of Income. There were no deconsolidations of agency residential mortgage securitizations in 2017.
The following table below summarizes select information related to first-lien mortgage securitization trusts in which the Corporation held a variable interest at December 31, 20172018 and 2016.2017.

Bank of America 2018 124


                  
First-lien Mortgage VIEsFirst-lien Mortgage VIEs       First-lien Mortgage VIEs       
   
Residential Mortgage  
 
Residential Mortgage  
 
 
 
 Non-agency  
 
 
 
 Non-agency  
 
Agency Prime Subprime Alt-A Commercial MortgageAgency Prime Subprime Alt-A Commercial Mortgage
December 31December 31
(Dollars in millions)20172016 20172016 20172016 20172016 2017201620182017 20182017 20182017 20182017 20182017
Unconsolidated VIEs 
 
  
 
  
 
  
 
  
 
 
 
  
 
  
 
  
 
  
 
Maximum loss exposure (1)
$19,110
$22,661
 $689
$757
 $2,643
$2,750
 $403
$560
 $585
$344
$16,011
$19,110
 $448
$689
 $1,897
$2,643
 $217
$403
 $767
$585
On-balance sheet assets 
 
  
 
  
 
  
 
  
 
 
 
  
 
  
 
  
 
  
 
Senior securities: 
 
  
 
  
 
  
 
  
 
 
 
  
 
  
 
  
 
  
 
Trading account assets$716
$1,399
 $6
$20
 $10
$112
 $50
$118
 $108
$51
$460
$716
 $30
$6
 $36
$10
 $90
$50
 $97
$108
Debt securities carried at fair value15,036
17,620
 477
441
 2,221
2,235
 351
305
 

9,381
15,036
 246
477
 1,470
2,221
 125
351
 

Held-to-maturity securities3,348
3,630
 

 

 

 274
64
6,170
3,348
 

 

 

 528
274
Subordinate securities

 5
9
 38
25
 2
24
 69
81
Residual interests

 

 

 

 19
25
All other assets (2)
10
12
 
28
 

 
113
 

All other assets
10
 3
5
 37
38
 2
2
 40
88
Total retained positions$19,110
$22,661
 $488
$498
 $2,269
$2,372
 $403
$560
 $470
$221
$16,011
$19,110
 $279
$488
 $1,543
$2,269
 $217
$403
 $665
$470
Principal balance outstanding (3)
$232,761
$265,332
 $10,549
$16,280
 $10,254
$19,373
 $28,129
$35,788
 $26,504
$23,826
Principal balance outstanding (2)
$187,512
$232,761
 $8,954
$10,549
 $8,719
$10,254
 $23,467
$28,129
 $43,593
$26,504
                  
Consolidated VIEs 
 
  
 
  
 
  
 
  
 
 
 
  
 
  
 
  
 
  
 
Maximum loss exposure (1)
$14,502
$18,084
 $571
$
 $
$
 $
$25
 $
$
$13,296
$14,502
 $7
$571
 $
$
 $
$
 $76
$
On-balance sheet assets 
 
  
 
  
 
  
 
  
 
 
 
  
 
  
 
  
 
  
 
Trading account assets$232
$434
 $571
$
 $
$
 $
$99
 $
$
$1,318
$232
 $150
$571
 $
$
 $
$
 $76
$
Loans and leases, net14,030
17,223
 

 

 

 

11,858
14,030
 

 

 

 

All other assets240
427
 

 

 

 

143
240
 

 

 

 

Total assets$14,502
$18,084
 $571
$
 $
$
 $
$99
 $
$
$13,319
$14,502
 $150
$571
 $
$
 $
$
 $76
$
On-balance sheet liabilities 
 
  
 
  
 
  
 
  
 
Long-term debt$
$
 $
$
 $
$
 $
$74
 $
$
All other liabilities3
4
 

 

 

 

Total liabilities$3
$4
 $
$
 $
$
 $
$74
 $
$
$26
$3
 $143
$
 $
$
 $
$
 $
$
(1) 
Maximum loss exposure includes obligations under loss-sharing reinsurance and other arrangements for non-agency residential mortgage and commercial mortgage securitizations, but excludes the reserve for representations and warranties obligations and corporate guarantees and also excludes servicing advances and other servicing rights and obligations. For moreadditional information, see Note 712RepresentationsCommitments and Warranties ObligationsContingencies and Corporate Guarantees and Note 20 – Fair Value Measurements.
(2) 
Not included in the table above are all other assets of $148 million and $189 million, representing the unpaid principal balance of mortgage loans eligible for repurchase from unconsolidated residential mortgage securitization vehicles, principally guaranteed by GNMA, and all other liabilities of $148 million and $189 million, representing the principal amount that would be payable to the securitization vehicles if the Corporation was to exercise the repurchase option, at December 31, 2017 and 2016.
(3)
Principal balance outstanding includes loans where the Corporation was the transferor to securitization vehiclesVIEs with which it has continuing involvement, which may include servicing the loans.

141Bank of America 2017



Other Asset-backed Securitizations
The table below summarizes select information related to home equity, loan, credit card and other asset-backed VIEs in which the Corporation held a variable interest at December 31, 20172018 and 2016.2017.
              
Home Equity Loan, Credit Card and Other Asset-backed VIEsHome Equity Loan, Credit Card and Other Asset-backed VIEs   Home Equity Loan, Credit Card and Other Asset-backed VIEs   
              
Home Equity Loan (1)
 
Credit Card (2, 3)
 Resecuritization Trusts Municipal Bond Trusts
Home Equity (1)
 
Credit Card (2, 3)
 Resecuritization Trusts Municipal Bond Trusts
December 31December 31
2018
(Dollars in millions)20172016 20172016 20172016 2017201620182017 20182017 20182017 20182017
Unconsolidated VIEs 
 
    
 
  
 
 
 
    
 
  
 
Maximum loss exposure$1,522
$2,732
 $
$
 $8,204
$9,906
 $1,631
$1,635
$908
$1,522
 $
$
 $7,647
$8,204
 $2,150
$1,631
On-balance sheet assets 
 
    
 
  
 
 
 
    
 
  
 
Senior securities (4):
 
 
    
 
  
 
 
 
    
 
  
 
Trading account assets$
$
 $
$
 $869
$902
 $33
$
$
$
 $
$
 $1,419
$869
 $26
$33
Debt securities carried at fair value36
46
 

 1,661
2,338
 

27
36
 

 1,337
1,661
 

Held-to-maturity securities

 

 5,644
6,569
 



 

 4,891
5,644
 

Subordinate securities (4)


 

 30
97
 

All other assets (4)


 

 
30
 

Total retained positions$36
$46
 $
$
 $8,204
$9,906
 $33
$
$27
$36
 $
$
 $7,647
$8,204
 $26
$33
Total assets of VIEs (5)
$2,432
$4,274
 $
$
 $19,281
$22,155
 $2,287
$2,406
$1,813
$2,432
 $
$
 $16,949
$19,281
 $2,829
$2,287
              
Consolidated VIEs 
 
    
 
  
 
 
 
    
 
  
 
Maximum loss exposure$112
$149
 $24,337
$25,859
 $628
$420
 $1,453
$1,442
$85
$112
 $18,800
$24,337
 $128
$628
 $1,540
$1,453
On-balance sheet assets 
 
    
 
  
 
 
 
    
 
  
 
Trading account assets$
$
 $
$
 $1,557
$1,428
 $1,452
$1,454
$
$
 $
$
 $366
$1,557
 $1,553
$1,452
Loans and leases177
244
 32,554
35,135
 

 

133
177
 29,906
32,554
 

 

Allowance for loan and lease losses(9)(16) (988)(1,007) 

 

(5)(9) (901)(988) 

 

All other assets6
7
 1,385
793
 

 1

4
6
 136
1,385
 

 1
1
Total assets$174
$235
 $32,951
$34,921
 $1,557
$1,428
 $1,453
$1,454
$132
$174
 $29,141
$32,951
 $366
$1,557
 $1,554
$1,453
On-balance sheet liabilities 
 
    
 
  
 
 
 
    
 
  
 
Short-term borrowings$
$
 $
$
 $
$
 $312
$348
$
$
 $
$
 $
$
 $742
$312
Long-term debt76
108
 8,598
9,049
 929
1,008
 
12
55
76
 10,321
8,598
 238
929
 12

All other liabilities

 16
13
 

 



 20
16
 

 

Total liabilities$76
$108
 $8,614
$9,062
 $929
$1,008
 $312
$360
$55
$76
 $10,341
$8,614
 $238
$929
 $754
$312
(1) 
For unconsolidated home equity loan VIEs, the maximum loss exposure includes outstanding trust certificates issued by trusts in rapid amortization, net of recorded reserves. For both consolidated and unconsolidated home equity loan VIEs, the maximum loss exposure excludes the reserve for representations and warranties obligations and corporate guarantees. For moreadditional information, see Note 712RepresentationsCommitments and Warranties Obligations and Corporate GuaranteesContingencies.
(2) 
At December 31, 20172018 and 20162017, loans and leases in the consolidated credit card trust included $11.0 billion and $15.6 billion and $17.6 billion of seller’s interest.
(3) 
At December 31, 20172018 and 20162017, all other assets in the consolidated credit card trust included restricted cash, certain short-term investments and unbilled accrued interest and fees.
(4) 
All other assets includes subordinate securities. The retained senior and subordinate securities were valued using quoted market prices or observable market inputs (Level 2 of the fair value hierarchy).
(5) 
Total assets includeof VIEs includes loans the Corporation transferred with which it has continuing involvement, which may include servicing the loan.

125Bank of America 2018






Home Equity Loans
The Corporation retains interests in home equity securitization trusts, primarily senior securities, to which it transferred home equity loans. These retained interests primarily include senior securities. In addition, the Corporation may be obligated to provide subordinate funding to the trusts during a rapid amortization event. This obligation is included in the maximum loss exposure in the table above. The charges that will ultimately be recorded as a result of the rapid amortization events depend on the undrawn portion of the home equity lines of credit (HELOCs), performance of the loans, the amount of subsequent draws and the timing of related cash flows.
During 2015, the Corporation deconsolidated several HELOC trusts with total assets of $488 million and total liabilities of $611 million as its obligation to provide subordinated funding is no longer considered to be a potentially significant variable interest in the trusts following a decline in the amount of credit available to be drawn by borrowers. In connection with deconsolidation, the Corporation recorded a gain of $123 million in other income in the Consolidated Statement of Income. The derecognition of assets and liabilities represents non-cash investing and financing activities and, accordingly, is not reflected on the Consolidated Statement of Cash Flows. There were no deconsolidations of HELOC trusts in 2017 or 2016.
Credit Card Securitizations
The Corporation securitizes originated and purchased credit card loans. The Corporation’s continuing involvement with the securitization trust includes servicing the receivables, retaining an undivided interest (seller’s interest) in the receivables, and holding certain retained interests including subordinate interests in accrued interest and fees on the securitized receivables and cash reserve accounts.
During 2018, 2017 and 2016, and 2015, new senior debt securities issued to third-party investors from the credit card securitization trust were $4.0 billion, $3.1 billion and $750 million, and $2.3 billion.respectively.
At December 31, 20172018 and 2016,2017, the Corporation held subordinate securities issued by the credit card securitization trust with a notional principal amount of $7.4$7.7 billion and $7.5$7.4 billion. These securities serve as a form of credit enhancement to the senior debt securities and have a stated interest rate of zero percent. During 2018, 2017 2016 and 2015,2016, the credit card securitization trust issued $650 million, $500 million and $121 million, and $371 millionrespectively, of these subordinate securities.


Bank of America 2017142


Resecuritization Trusts
The Corporation transfers securities, typically MBS, into resecuritization vehiclesVIEs at the request of customers seeking
securities with specific characteristics. Generally, there are no significant ongoing activities performed in a resecuritization trust, and no single investor has the unilateral ability to liquidate the trust.
The Corporation resecuritized $22.8 billion, $25.1 billion $23.4 billion and $30.7$23.4 billion of securities in 2018, 2017 and 2016, and 2015.respectively. Securities transferred into resecuritization vehicles during 2017, 2016 and 2015VIEs were measured at fair value with changes in fair value recorded in trading account profits prior to the resecuritization and no gain or loss on sale was recorded. During 2018, 2017 2016 and 2015,2016, resecuritization proceeds included securities with an initial fair value of $3.3$4.1 billion, $3.3 billion and $9.8$3.3 billion, including $6.9 billion which were classified as HTM during 2015.respectively. Substantially all of the other securities received as resecuritization proceeds were classified as trading securities and were categorized as Level 2 within the fair value hierarchy.
Municipal Bond Trusts
The Corporation administers municipal bond trusts that hold highly-rated, long-term, fixed-rate municipal bonds. The trusts obtain financing by issuing floating-rate trust certificates that reprice on a weekly or other short-term basis to third-party investors.
The Corporation’s liquidity commitments to unconsolidated municipal bond trusts, including those for which the Corporation was transferor, totaled $2.1 billion and $1.6 billion at both December 31, 20172018 and 2016.2017. The weighted-average remaining life of bonds held in the trusts at December 31, 20172018 was 6.0 years.7.3 years. There were no material write-downs or downgrades of assets or issuers during 2018, 2017 2016 and 2015.2016.
Other Variable Interest Entities
The table below summarizes select information related to other VIEs in which the Corporation held a variable interest at December 31, 20172018 and 2016.2017.
            
Other VIEs        
    
 Consolidated Unconsolidated Total Consolidated Unconsolidated Total
 December 31
(Dollars in millions)2018 2017
Maximum loss exposure$4,177
 $24,498
 $28,675
 $4,660
 $19,785
 $24,445
On-balance sheet assets 
  
  
  
  
  
Trading account assets$2,335
 $860
 $3,195
 $2,709
 $346
 $3,055
Debt securities carried at fair value
 84
 84
 
 160
 160
Loans and leases1,949
 3,940
 5,889
 2,152
 3,596
 5,748
Allowance for loan and lease losses(2) (30) (32) (3) (32) (35)
All other assets53
 18,885
 18,938
 89
 15,216
 15,305
Total$4,335
 $23,739
 $28,074
 $4,947
 $19,286
 $24,233
On-balance sheet liabilities 
  
  
  
  
  
Long-term debt$152
 $
 $152
 $270
 $
 $270
All other liabilities7
 4,231
 4,238
 18
 3,417
 3,435
Total$159
 $4,231
 $4,390
 $288
 $3,417
 $3,705
Total assets of VIEs$4,335
 $94,746
 $99,081
 $4,947
 $69,746
 $74,693

            
Other VIEs        
    
 Consolidated Unconsolidated Total Consolidated Unconsolidated Total
 December 31
(Dollars in millions)2017 2016
Maximum loss exposure$4,660
 $19,785
 $24,445
 $6,114
 $17,754
 $23,868
On-balance sheet assets 
  
  
  
  
  
Trading account assets$2,709
 $346
 $3,055
 $2,358
 $233
 $2,591
Debt securities carried at fair value
 160
 160
 
 122
 122
Loans and leases2,152
 3,596
 5,748
 3,399
 3,249
 6,648
Allowance for loan and lease losses(3) (32) (35) (9) (24) (33)
Loans held-for-sale27
 940
 967
 188
 464
 652
All other assets62
 14,276
 14,338
 369
 13,156
 13,525
Total$4,947
 $19,286
 $24,233
 $6,305
 $17,200
 $23,505
On-balance sheet liabilities 
  
  
  
  
  
Long-term debt (1)
$270
 $
 $270
 $395
 $
 $395
All other liabilities18
 3,417
 3,435
 24
 2,959
 2,983
Total$288
 $3,417
 $3,705
 $419
 $2,959
 $3,378
Total assets of VIEs$4,947
 $69,746
 $74,693
 $6,305
 $62,269
 $68,574
(1)
Includes $1 million and $229 million of long-term debt at December 31, 2017 and 2016 issued by other consolidated VIEs, which has recourse to the general credit of the Corporation.
Customer VehiclesVIEs
Customer vehiclesVIEs include credit-linked, equity-linked and commodity-linked note vehicles,VIEs, repackaging vehicles,VIEs and asset acquisition vehicles,VIEs, which are typically created on behalf of customers who wish to obtain market or credit exposure to a specific company, index, commodity or financial instrument.
The Corporation’s maximum loss exposure to consolidated and unconsolidated customer vehiclesVIEs totaled $2.3$2.1 billion and $2.9$2.3 billion at December 31, 20172018 and 2016,2017, including the notional amount of derivatives to which the Corporation is a counterparty,
net of losses previously recorded, and the Corporation’s investment, if any, in securities issued by the vehicles. The Corporation also had liquidity commitments, including written put options and collateral value guarantees, with certain unconsolidated vehicles of $442 million and $323 million at December 31, 2017 and 2016, that are included in the table above.VIEs.
Collateralized Debt Obligation VehiclesVIEs
The Corporation receives fees for structuring CDO vehicles,VIEs, which hold diversified pools of fixed-income securities, typically corporate debt or ABS, which the CDO vehiclesVIEs fund by issuing multiple tranches of debt and equity securities. CDOs are generally managed by third-party portfolio managers. The Corporation typically transfers assets to these CDOs, holds securities issued
by the CDOs and may be a derivative counterparty to the CDOs. The Corporation’s maximum loss exposure to consolidated and

Bank of America 2018 126


unconsolidated CDOs totaled $358$421 million and $430$358 million at December 31, 20172018 and 2016.2017.
Investment VehiclesVIEs
The Corporation sponsors, invests in or provides financing, which may be in connection with the sale of assets, to a variety of investment vehiclesVIEs that hold loans, real estate, debt securities or other financial instruments and are designed to provide the desired investment profile to investors or the Corporation. At December 31, 20172018 and 2016,2017, the Corporation’s consolidated investment vehiclesVIEs had total assets of $270 million and $249 million and $846 million. The Corporation also held investments in unconsolidated vehiclesVIEs with total assets of $37.7 billion and $20.3 billion and $17.3 billion at December 31, 20172018 and 2016.2017. The Corporation’s maximum loss exposure associated with both consolidated and unconsolidated investment vehiclesVIEs totaled $5.7$7.2 billion and $5.1$5.7 billion at December 31, 20172018 and 20162017 comprised primarily of on-balance sheet assets less non-recourse liabilities.
In prior periods, the Corporation transferred servicing advance receivables to independent third parties in connection with the sale of MSRs. Portions of the receivables were transferred into unconsolidated securitization trusts. The Corporation retained senior interests in such receivables with a maximum loss exposure and funding obligation of $50 million and $150 million,

143Bank of America 2017



including a funded balance of $39 million and $75 million at December 31, 2017 and 2016, which were classified in other debt securities carried at fair value.
Leveraged Lease Trusts
The Corporation’s net investment in consolidated leveraged lease trusts totaled $2.0$1.8 billion and $2.6$2.0 billion at December 31, 20172018 and 2016.2017. The trusts hold long-lived equipment such as rail cars, power generation and distribution equipment, and commercial aircraft. The Corporation structures the trusts and holds a significant residual interest. The net investment represents the Corporation’s maximum loss exposure to the trusts in the unlikely event that the leveraged lease investments become worthless. Debt issued by the leveraged lease trusts is non-recourse to the Corporation.
Tax Credit VehiclesVIEs
The Corporation holds investments in unconsolidated limited partnerships and similar entities that construct, own and operate affordable housing, wind and solar projects. An unrelated third party is typically the general partner or managing member and has control over the significant activities of the vehicle.VIE. The Corporation earns a return primarily through the receipt of tax credits allocated to the projects. The maximum loss exposure included in the Other VIEs table was $13.8$17.0 billion and $12.6$13.8 billion at December 31, 20172018 and 2016.2017. The Corporation’s risk of loss is generally mitigated by policies requiring that the project qualify for the expected tax credits prior to making its investment.
The Corporation’s investments in affordable housing partnerships, which are reported in other assets on the Consolidated Balance Sheet, totaled $8.0$8.9 billion and $7.4$8.0 billion, including unfunded commitments to provide capital contributions of $3.1$3.8 billion and $2.7$3.1 billion at December 31, 20172018 and 2016.2017. The unfunded commitments are expected to be paid over the next 5five years. During 2018, 2017 2016 and 2015,2016, the Corporation recognized tax credits and other tax benefits from investments in affordable housing partnerships of $981 million, $1.0 billion and $1.1 billion and $928 million and reported pre-taxpretax losses in other noninterest income of $798 million, $766 million $789 million and $629$789 million, respectively. Tax credits are recognized as part of the Corporation’s annual effective tax rate used to determine tax expense in a given quarter. Accordingly, the portion of a year’s expected tax benefits recognized in any given quarter may differ from 25 percent. The Corporation may from time to time be asked to invest additional amounts to support a troubled affordable housing project. Such additional investments have not been and are not expected to be significant.
NOTE Goodwill and Intangible Assets
Goodwill
The table below presents goodwill balances by reporting unit and All Other at December 31, 2018 and 2017. The reporting units utilized for goodwill impairment testing are the operating segments or one level below.
    
Goodwill   
    
 December 31
(Dollars in millions)2018 2017
Deposits$18,414
 $18,414
Consumer Lending11,709
 11,709
Consumer Banking30,123
 30,123
U.S. Trust2,917
 2,917
Merrill Lynch Global Wealth Management6,760
 6,760
Global Wealth & Investment Management9,677
 9,677
Global Commercial Banking16,146
 16,146
Global Corporate and Investment Banking6,231
 6,231
Business Banking1,546
 1,546
Global Banking23,923
 23,923
Global Markets5,182
 5,182
All Other46
 46
Total goodwill$68,951
 $68,951

During 2018, the Corporation completed its annual goodwill impairment test as of June 30, 2018 using qualitative assessments for all applicable reporting units. Based on the results of the annual goodwill impairment test, the Corporation determined there was no impairment. For more information on the use of qualitative assessments, see Note 1 – Summary of Significant Accounting Principles.

127Bank of America 2018






Intangible Assets
The table below presents the gross and net carrying values and accumulated amortization for intangible assets at December 31, 2018 and 2017.
            
Intangible Assets (1, 2)
           
            
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
(Dollars in millions)December 31, 2018 December 31, 2017
Purchased credit card and affinity relationships$5,919
 $5,759
 $160
 $5,919
 $5,604
 $315
Core deposit and other intangibles (3)
3,835
 2,221
 1,614
 3,835
 2,140
 1,695
Customer relationships
 
 
 3,886
 3,584
 302
Total intangible assets$9,754

$7,980
 $1,774
 $13,640
 $11,328
 $2,312
(1)
Excludes fully amortized intangible assets.
(2)
At December 31, 2018 and 2017, none of the intangible assets were impaired.
(3)
Includes $1.6 billion at both December 31, 2018 and 2017 of intangible assets associated with trade names that have an indefinite life and, accordingly, are not amortized.
Amortization of intangibles expense was $538 million, $621 million and $730 million for 2018, 2017 and 2016, respectively. The Corporation estimates aggregate amortization expense will be $105 million for 2019, $55 million for 2020 and none for the years thereafter.
NOTE 9 Deposits
The table below presents information about the Corporation’s time deposits of $100 thousand or more at December 31, 2018 and 2017. The Corporation also had aggregate time deposits of $16.4 billion and $17.0 billion in denominations that met or exceeded the Federal Deposit Insurance Corporation (FDIC) insurance limit at December 31, 2018 and 2017.
          
Time Deposits of $100 Thousand or More        
          
 December 31, 2018 December 31
2017
(Dollars in millions)
Three Months
or Less
 
Over Three
Months to
Twelve Months
 Thereafter Total Total
U.S. certificates of deposit and other time deposits$14,441
 $11,855
 $3,209
 $29,505
 $25,192
Non-U.S. certificates of deposit and other time deposits7,317
 2,655
 820
 10,792
 15,472

The scheduled contractual maturities for total time deposits at December 31, 2018 are presented in the table below.
      
Contractual Maturities of Total Time Deposits
     
      
(Dollars in millions)U.S. Non-U.S. Total
Due in 2019$43,452
 $10,030
 $53,482
Due in 20204,580
 164
 4,744
Due in 2021725
 8
 733
Due in 2022560
 11
 571
Due in 2023270
 632
 902
Thereafter570
 37
 607
Total time deposits$50,157
 $10,882
 $61,039

NOTE 10 Federal Funds Sold or Purchased, Securities Financing Agreements, Short-term Borrowings and Restricted Cash
The table below presents federal funds sold or purchased, securities financing agreements (which include securities borrowed or purchased under agreements to resell and securities loaned or sold under agreements to repurchase) and short-term borrowings. The Corporation elects to account for certain securities financing agreements and short-term borrowings under the fair value option. For more information on the fair value option, see Note 21 – Fair Value Option.
        
 Amount Rate Amount Rate
(Dollars in millions)2018 2017
Federal funds sold and securities borrowed or purchased under agreements to resell       
Average during year$251,328
 1.26% $222,818
 0.81%
Maximum month-end balance during year279,350
 n/a
 237,064
 n/a
Federal funds purchased and securities loaned or sold under agreements to repurchase       
Average during year$193,681
 1.80% $199,501
 1.30%
Maximum month-end balance during year201,089
 n/a
 218,017
 n/a
Short-term borrowings       
Average during year36,021
 2.69
 37,337
 2.48
Maximum month-end balance during year52,480
 n/a
 46,202
 n/a
n/a = not applicable

Bank of America 2018 128


Bank of America, N.A. maintains a global program to offer up to a maximum of $75 billion outstanding at any one time, of bank notes with fixed or floating rates and maturities of at least seven days from the date of issue. Short-term bank notes outstanding under this program totaled $12.1 billion and $14.2 billion at December 31, 2018 and 2017. These short-term bank notes, along with FHLB advances, U.S. Treasury tax and loan notes, and term federal funds purchased, are included in short-term borrowings on the Consolidated Balance Sheet.
Offsetting of Securities Financing Agreements
The Corporation enters into securities financing agreements to accommodate customers (also referred to as “matched-book transactions”), obtain securities to cover short positions, and to finance inventory positions. Substantially all of the Corporation’s securities financing activities are transacted under legally enforceable master repurchase agreements or legally enforceable master securities lending agreements that give the Corporation,
in the event of default by the counterparty, the right to liquidate securities held and to offset receivables and payables with the same counterparty. The Corporation offsets securities financing transactions with the same counterparty on the Consolidated Balance Sheet where it has such a legally enforceable master netting agreement and the transactions have the same maturity date.
The Securities Financing Agreements table presents securities financing agreements included on the Consolidated Balance Sheet in federal funds sold and securities borrowed or purchased under agreements to resell, and in federal funds purchased and securities loaned or sold under agreements to repurchase at December 31, 2018 and 2017. Balances are presented on a gross basis, prior to the application of counterparty netting. Gross assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements. For more information on the offsetting of derivatives, see Note 3 – Derivatives.
          
Securities Financing Agreements
          
 
Gross Assets/Liabilities (1)
 Amounts Offset Net Balance Sheet Amount 
Financial Instruments (2)
 Net Assets/Liabilities
(Dollars in millions)December 31, 2018
Securities borrowed or purchased under agreements to resell (3)
$366,274
 $(106,865) $259,409
 $(240,790) $18,619
Securities loaned or sold under agreements to repurchase$293,853
 $(106,865) $186,988
 $(176,740) $10,248
Other (4)
19,906
 
 19,906
 (19,906) 
Total$313,759

$(106,865)
$206,894

$(196,646)
$10,248
          
 December 31, 2017
Securities borrowed or purchased under agreements to resell (3)
$348,472
 $(135,725) $212,747
 $(165,720) $47,027
Securities loaned or sold under agreements to repurchase$312,582
 $(135,725) $176,857
 $(146,205) $30,652
Other (4)
22,711
 
 22,711
 (22,711) 
Total$335,293

$(135,725)
$199,568

$(168,916)
$30,652

(1)
Includes activity where uncertainty exists as to the enforceability of certain master netting agreements under bankruptcy laws in some countries or industries.
(2)
Includes securities collateral received or pledged under repurchase or securities lending agreements where there is a legally enforceable master netting agreement. These amounts are not offset on the Consolidated Balance Sheet, but are shown as a reduction to derive a net asset or liability. Securities collateral received or pledged where the legal enforceability of the master netting agreements is uncertain is excluded from the table.
(3)
Excludes repurchase activity of $11.5 billion and $10.2 billion reported in loans and leases on the Consolidated Balance Sheet at December 31, 2018 and 2017.
(4)
Balance is reported in accrued expenses and other liabilities on the Consolidated Balance Sheet and relates to transactions where the Corporation acts as the lender in a securities lending agreement and receives securities that can be pledged as collateral or sold. In these transactions, the Corporation recognizes an asset at fair value, representing the securities received, and a liability, representing the obligation to return those securities.
Repurchase Agreements and Securities Loaned Transactions Accounted for as Secured Borrowings
The following tables present securities sold under agreements to repurchase and securities loaned by remaining contractual term to maturity and class of collateral pledged. Included in “Other” are transactions where the Corporation acts as the lender
in a securities lending agreement and receives securities that can be pledged as collateral or sold. Certain agreements contain a right to substitute collateral and/or terminate the agreement prior to maturity at the option of the Corporation or the counterparty. Such agreements are included in the table below based on the remaining contractual term to maturity.
          
Remaining Contractual Maturity
          
 Overnight and Continuous 30 Days or Less After 30 Days Through 90 Days 
Greater than
90 Days (1)
 Total
(Dollars in millions)December 31, 2018
Securities sold under agreements to repurchase$139,017
 $81,917
 $34,204
 $21,476
 $276,614
Securities loaned7,753
 4,197
 1,783
 3,506
 17,239
Other19,906
 
 
 
 19,906
Total$166,676

$86,114

$35,987

$24,982

$313,759
          
 December 31, 2017
Securities sold under agreements to repurchase$125,956
 $79,913
 $46,091
 $38,935
 $290,895
Securities loaned9,853
 5,658
 2,043
 4,133
 21,687
Other22,711
 
 
 
 22,711
Total$158,520

$85,571

$48,134

$43,068

$335,293
(1)
No agreements have maturities greater than three years.

129Bank of America 2018






        
Class of Collateral Pledged
        
 Securities Sold Under Agreements to Repurchase 
Securities
Loaned
 Other Total
(Dollars in millions)December 31, 2018
U.S. government and agency securities$164,664
 $
 $
 $164,664
Corporate securities, trading loans and other11,400
 2,163
 287
 13,850
Equity securities14,090
 10,869
 19,572
 44,531
Non-U.S. sovereign debt81,329
 4,207
 47
 85,583
Mortgage trading loans and ABS5,131
 
 
 5,131
Total$276,614

$17,239

$19,906

$313,759
        
 December 31, 2017
U.S. government and agency securities$158,299
 $
 $409
 $158,708
Corporate securities, trading loans and other12,787
 2,669
 624
 16,080
Equity securities23,975
 13,523
 21,628
 59,126
Non-U.S. sovereign debt90,857
 5,495
 50
 96,402
Mortgage trading loans and ABS4,977
 
 
 4,977
Total$290,895

$21,687

$22,711

$335,293

Under repurchase agreements, the Corporation is required to post collateral with a market value equal to or in excess of the principal amount borrowed. For securities loaned transactions, the Corporation receives collateral in the form of cash, letters of credit or other securities. To determine whether the market value of the underlying collateral remains sufficient, collateral is generally valued daily, and the Corporation may be required to deposit additional collateral or may receive or return collateral pledged when appropriate. Repurchase agreements and securities loaned transactions are generally either overnight, continuous (i.e., no stated term) or short-term. The Corporation manages liquidity risks relatedto these agreements by sourcingfundingfromadiverse
group of counterparties, providing a range of securities collateral and pursuing longer durations, when appropriate.
Restricted Cash
At December 31, 2018 and 2017, the Corporation held restricted cash included within cash and cash equivalents on the Consolidated Balance Sheet of $22.6 billion and $18.8 billion, predominantly related to cash held on deposit with the Federal Reserve Bank and non-U.S. central banks to meet reserve requirements and cash segregated in compliance with securities regulations.

Bank of America 2018 130


NOTE 11Long-term Debt
Long-term debt consists of borrowings having an original maturity of one year or more. The table below presents the balance of long-term debt at December 31, 2018 and 2017, and the related contractual rates and maturity dates as of December 31, 2018.
            
 Weighted-average Rate      December 31
(Dollars in millions) Interest Rates Maturity Dates 2018 2017
Notes issued by Bank of America Corporation         
  
Senior notes:         
  
Fixed3.39% 0.39 - 8.40% 2019 - 2049 $120,548
 $119,548
Floating2.09  0.06 - 7.26  2019 - 2044 25,574
 21,048
Senior structured notes (1)
        13,768
 15,460
Subordinated notes:           
Fixed4.91  2.94 - 8.57  2019 - 2045 20,843
 22,004
Floating2.16  1.14 - 3.55  2019 - 2026 1,742
 4,058
Junior subordinated notes (2):
           
Fixed6.71  6.45 - 8.05  2027 - 2066 732
 3,282
Floating3.54  3.54  2056 1
 553
Total notes issued by Bank of America Corporation        183,208
 185,953
Notes issued by Bank of America, N.A.         
  
Senior notes:         
  
Fixed        
 4,686
Floating2.96  2.90 - 2.96  2020 - 2041 1,770
 1,033
Subordinated notes6.00  6.00  2036 1,617
 1,679
Advances from Federal Home Loan Banks:           
Fixed5.10  0.01 - 7.72  2019 - 2034 130
 146
Floating2.49  2.24 - 2.80  2019 - 2020 14,751
 5,000
Securitizations and other BANA VIEs (3)
        10,326
 8,641
Other        442
 433
Total notes issued by Bank of America, N.A.        29,036
 21,618
Other debt         
  
Structured liabilities        16,478
 18,574
Nonbank VIEs (3)
        618
 1,232
Other        
 25
Total other debt        17,096
 19,831
Total long-term debt        $229,340
 $227,402
(1)
Includes total loss-absorbing capacity compliant debt.
(2)
Includes amounts related to trust preferred securities. For additional information, see Trust Preferred Securities in this Note.
(3)
Represents the total long-term debt included in the liabilities of consolidated VIEs on the Consolidated Balance Sheet.
Bank of America Corporation and Bank of America, N.A. maintain various U.S. and non-U.S. debt programs to offer both senior and subordinated notes. The notes may be denominated in U.S. dollars or foreign currencies. At December 31, 2018 and 2017, the amount of foreign currency-denominated debt translated into U.S. dollars included in total long-term debt was $48.6 billion and $51.8 billion. Foreign currency contracts may be used to convert certain foreign currency-denominated debt into U.S. dollars.
At December 31, 2018, long-term debt of consolidated VIEs in the table above included debt from credit card and all other VIEs of $10.3 billion and $623 million. Long-term debt of VIEs is collateralized by the assets of the VIEs. For additional information, see Note 7 – Securitizations and Other Variable Interest Entities.
The weighted-average effective interest rates for total long-term debt (excluding senior structured notes), total fixed-rate debt and total floating-rate debt were 3.29 percent, 3.66 percent and 2.26 percent, respectively, at December 31, 2018, and 3.44 percent, 3.87 percent and 1.49 percent, respectively, at December 31, 2017. The Corporation’s ALM activities maintain an overall interest rate risk management strategy that incorporates the use of interest rate contracts to manage fluctuations in earnings that are caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity so that movements in interest rates do not significantly adversely affect earnings and capital. The weighted-average rates are the contractual interest rates on the debt and do not reflect the impacts of derivative transactions.
Debt outstanding of $3.8 billion at December 31, 2018 was issued by BofA Finance LLC, a 100 percent owned finance subsidiary of Bank of America Corporation, the parent company, and is fully and unconditionally guaranteed by the parent company.
During 2018, the Corporation had total long-term debt maturities and redemptions in the aggregate of $53.3 billion consisting of $29.8 billion for Bank of America Corporation, $11.2 billion for Bank of America, N.A. and $12.3 billion of other debt. During 2017, the Corporation had total long-term debt maturities and redemptions in the aggregate of $48.8 billion consisting of $29.1 billion for Bank of America Corporation, $13.3 billion for Bank of America, N.A. and $6.4 billion of other debt.
The following table shows the carrying value for aggregate annual contractual maturities of long-term debt as of December 31, 2018. Included in the table are certain structured notes issued by the Corporation that contain provisions whereby the borrowings are redeemable at the option of the holder (put options) at specified dates prior to maturity. Other structured notes have coupon or repayment terms linked to the performance of debt or equity securities, indices, currencies or commodities, and the maturity may be accelerated based on the value of a referenced index or security. In both cases, the Corporation or a subsidiary may be required to settle the obligation for cash or other securities prior to the contractual maturity date. These borrowings are reflected in the table as maturing at their contractual maturity date.

131Bank of America 2018






               
Long-term Debt by Maturity
               
(Dollars in millions)2019 2020 2021 2022 2023 Thereafter Total
Bank of America Corporation             
Senior notes$14,831
 $10,308
 $15,883
 $14,882
 $22,570
 $67,648
 $146,122
Senior structured notes1,337
 875
 482
 1,914
 323
 8,837
 13,768
Subordinated notes1,501
 
 346
 364
 
 20,374
 22,585
Junior subordinated notes
 
 
 
 
 733
 733
Total Bank of America Corporation17,669
 11,183
 16,711
 17,160
 22,893
 97,592
 183,208
Bank of America, N.A.             
Senior notes
 1,750
 
 
 
 20
 1,770
Subordinated notes
 
 
 
 
 1,617
 1,617
Advances from Federal Home Loan Banks11,762
 3,010
 2
 3
 1
 103
 14,881
Securitizations and other Bank VIEs (1)
3,200
 3,100
 4,022
 
 
 4
 10,326
Other224
 83
 
 2
 133
 
 442
Total Bank of America, N.A.15,186
 7,943
 4,024
 5
 134
 1,744
 29,036
Other debt             
Structured liabilities5,085
 2,712
 1,112
 558
 830
 6,181
 16,478
Nonbank VIEs (1)
35
 
 
 
 23
 560
 618
Total other debt5,120
 2,712
 1,112
 558
 853
 6,741
 17,096
Total long-term debt$37,975
 $21,838
 $21,847
 $17,723
 $23,880
 $106,077
 $229,340
(1)
Represents the total long-term debt included in the liabilities of consolidated VIEs on the Consolidated Balance Sheet.
Trust Preferred Securities
Trust preferred securities (Trust Securities) are primarily issued by trust companies (the Trusts) that are not consolidated. These Trust Securities are mandatorily redeemable preferred security obligations of the Trusts. The sole assets of the Trusts generally are junior subordinated deferrable interest notes of the Corporation or its subsidiaries (the Notes). The Trusts generally are 100 percent owned finance subsidiaries of the Corporation.
Periodic cash payments and payments upon liquidation or redemption with respect to Trust Securities are guaranteed by the Corporation or its subsidiaries to the extent of funds held by the Trusts (the Preferred Securities Guarantee). The Preferred Securities Guarantee, when taken together with the Corporation’s other obligations including its obligations under the Notes, generally will constitute a full and unconditional guarantee, on a subordinated basis, by the Corporation of payments due on the Trust Securities.
During 2018, the Corporation redeemed Trust Securities of 11 Trusts with a carrying value of $3.1 billion. At December 31, 2018, the Corporation had one remaining floating-rate junior subordinated note held in trust.
NOTE 12 Commitments and Contingencies
In the normal course of business, the Corporation enters into a number of off-balance sheet commitments. These commitments expose the Corporation to varying degrees of credit and market risk and are subject to the same credit and market risk limitation reviews as those instruments recorded on the Consolidated Balance Sheet.
Credit Extension Commitments
The Corporation enters into commitments to extend credit such as loan commitments, SBLCs and commercial letters of credit to meet the financing needs of its customers. The following table includes the notional amount of unfunded legally binding lending commitments net of amounts distributed (i.e., syndicated or participated) to other financial institutions. The distributed amounts were $10.7 billion and $11.0 billion at December 31, 2018 and 2017. At December 31, 2018, the carrying value of these commitments, excluding commitments accounted for under the fair value option, was $813 million, including deferred revenue of $16 million and a reserve for unfunded lending commitments of $797 million. At December 31, 2017, the comparable amounts were $793 million, $16 million and $777 million, respectively. The carrying value of these commitments is classified in accrued expenses and other liabilities on the Consolidated Balance Sheet.
Legally binding commitments to extend credit generally have specified rates and maturities. Certain of these commitments have adverse change clauses that help to protect the Corporation against deterioration in the borrower’s ability to pay.
The table below also includes the notional amount of commitments of $3.1 billion and $4.8 billion at December 31, 2018 and 2017 that are accounted for under the fair value option. However, the following table excludes cumulative net fair value of $169 millionand $120 million at December 31, 2018 and 2017 on these commitments, which is classified in accrued expenses and other liabilities. For more information regarding the Corporation’s loan commitments accounted for under the fair value option, see Note 21 – Fair Value Option.

Bank of America 2018 132


          
Credit Extension Commitments         
  
 Expire in One
Year or Less
 Expire After One
Year Through
Three Years
 
Expire After Three Years Through
Five Years
 
Expire After
Five Years
 Total
(Dollars in millions)December 31, 2018
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$84,910
 $142,271
 $155,298
 $22,683
 $405,162
Home equity lines of credit2,578
 2,249
 3,530
 34,702
 43,059
Standby letters of credit and financial guarantees (1)
22,571
 9,702
 2,457
 1,074
 35,804
Letters of credit (2)
1,168
 84
 69
 57
 1,378
Legally binding commitments111,227
 154,306
 161,354
 58,516
 485,403
Credit card lines (3)
371,658
 
 
 
 371,658
Total credit extension commitments$482,885
 $154,306
 $161,354
 $58,516
 $857,061
          
 December 31, 2017
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$85,804
 $140,942
 $147,043
 $21,342
 $395,131
Home equity lines of credit6,172
 4,457
 2,288
 31,250
 44,167
Standby letters of credit and financial guarantees (1)
19,976
 11,261
 3,420
 1,144
 35,801
Letters of credit1,291
 117
 129
 87
 1,624
Legally binding commitments113,243
 156,777
 152,880
 53,823
 476,723
Credit card lines (3)
362,030
 
 
 
 362,030
Total credit extension commitments$475,273
 $156,777
 $152,880
 $53,823
 $838,753
(1)
The notional amounts of SBLCs and financial guarantees classified as investment grade and non-investment grade based on the credit quality of the underlying reference name within the instrument were $28.3 billion and $7.1 billion at December 31, 2018, and $27.3 billion and $8.1 billion at December 31, 2017. Amounts in the table include consumer SBLCs of $372 million and $421 million at December 31, 2018 and 2017.
(2)
At December 31, 2018, included letters of credit of $422 million related to certain liquidity commitments of VIEs. For additional information, see .
(3)
Includes business card unused lines of credit.
Other Commitments
At December 31, 2018 and 2017, the Corporation had commitments to purchase loans (e.g., residential mortgage and commercial real estate) of $329 million and $344 million, which upon settlement will be included in loans or LHFS, and commitments to purchase commercial loans of $463 million and $994 million, which upon settlement will be included in trading account assets.
At December 31, 2018 and 2017, the Corporation had commitments to purchase commodities, primarily liquefied natural gas, of $1.3 billion and $1.5 billion, which upon settlement will be included in trading account assets.
At December 31, 2018 and 2017, the Corporation had commitments to enter into resale and forward-dated resale and securities borrowing agreements of $59.7 billion and $56.8 billion, and commitments to enter into forward-dated repurchase and securities lending agreements of $21.2 billion and $34.3 billion. These commitments expire primarily within the next 12 months.
At both December 31, 2018 and 2017, the Corporation had a commitment to originate or purchase up to $3.0 billion, on a rolling 12-month basis, of auto loans and leases from a strategic partner. This commitment extends through November 2022 and can be terminated with 12 months prior notice.
The Corporation is a party to operating leases for certain of its premises and equipment. Commitments under these leases are approximately $2.4 billion, $2.2 billion, $2.0 billion, $1.7 billion and $1.3 billion for 2019 and the years through 2023, respectively, and $6.2 billion in the aggregate for all years thereafter.
Other Guarantees
Bank-owned Life Insurance Book Value Protection
The Corporation sells products that offer book value protection to insurance carriers who offer group life insurance policies to corporations, primarily banks. At December 31, 2018 and 2017, the notional amount of these guarantees totaled $9.8 billion and
$10.4 billion. At December 31, 2018 and 2017, the Corporation’s maximum exposure related to these guarantees totaled $1.5 billion and $1.6 billion, with estimated maturity dates between 2033 and 2039.
Indemnifications
In the ordinary course of business, the Corporation enters into various agreements that contain indemnifications, such as tax indemnifications, whereupon payment may become due if certain external events occur, such as a change in tax law. The indemnification clauses are often standard contractual terms and were entered into in the normal course of business based on an assessment that the risk of loss would be remote. These agreements typically contain an early termination clause that permits the Corporation to exit the agreement upon these events. The maximum potential future payment under indemnification agreements is difficult to assess for several reasons, including the occurrence of an external event, the inability to predict future changes in tax and other laws, the difficulty in determining how such laws would apply to parties in contracts, the absence of exposure limits contained in standard contract language and the timing of any early termination clauses. Historically, any payments made under these guarantees have been de minimis. The Corporation has assessed the probability of making such payments in the future as remote.
Merchant Services
In accordance with credit and debit card association rules, the Corporation sponsors merchant processing servicers that process credit and debit card transactions on behalf of various merchants. If the merchant processor fails to meet its obligation to reimburse the cardholder for disputed transactions, then the Corporation, as the sponsor, could be held liable for the disputed amount. In 2018 and 2017, the sponsored entities processed and settled $874.3 billion and $812.2 billion of transactions and recorded losses of $31 million and $28 million. A significant portion of this activity was processed by a joint venture in which the Corporation holds

133Bank of America 2018






a 49 percent ownership. The carrying value of the Corporation’s investment in the merchant services joint venture was $2.8 billion and $2.9 billion at December 31, 2018 and 2017, and is recorded in other assets on the Consolidated Balance Sheet and in All Other.
At December 31, 2018 and 2017, the maximum potential exposure for sponsored transactions totaled $348.1 billion and $346.4 billion. However, the Corporation believes that the maximum potential exposure is not representative of the actual potential loss exposure and does not expect to make material payments in connection with these guarantees.
Exchange and Clearing House Member Guarantees
The Corporation is a member of various securities and derivative exchanges and clearinghouses, both in the U.S. and other countries. As a member, the Corporation may be required to pay a pro-rata share of the losses incurred by some of these organizations as a result of another member default and under other loss scenarios. The Corporation’s potential obligations may be limited to its membership interests in such exchanges and clearinghouses, to the amount (or multiple) of the Corporation’s contribution to the guarantee fund or, in limited instances, to the full pro-rata share of the residual losses after applying the guarantee fund. The Corporation’s maximum potential exposure under these membership agreements is difficult to estimate; however, the Corporation has assessed the probability of making any such payments as remote.
Prime Brokerage and Securities Clearing Services
In connection with its prime brokerage and clearing businesses, the Corporation performs securities clearance and settlement services with other brokerage firms and clearinghouses on behalf of its clients. Under these arrangements, the Corporation stands ready to meet the obligations of its clients with respect to securities transactions. The Corporation’s obligations in this respect are secured by the assets in the clients’ accounts and the accounts of their customers as well as by any proceeds received from the transactions cleared and settled by the firm on behalf of clients or their customers. The Corporation’s maximum potential exposure under these arrangements is difficult to estimate; however, the potential for the Corporation to incur material losses pursuant to these arrangements is remote.
Other Guarantees
The Corporation has entered into additional guarantee agreements and commitments, including sold risk participation swaps, liquidity facilities, lease-end obligation agreements, partial credit guarantees on certain leases, real estate joint venture guarantees, divested business commitments and sold put options that require gross settlement. The maximum potential future payment under these agreements was approximately $5.9 billion at both December 31, 2018 and 2017. The estimated maturity dates of these obligations extend up to 2040. The Corporation has made no material payments under these guarantees. For more information on maximum potential future payments under VIE-related liquidity commitments at December 31, 2018, see Note 7 – Securitizations and Other Variable Interest Entities.
In the normal course of business, the Corporation periodically guarantees the obligations of its affiliates in a variety of transactions including ISDA-related transactions and non-ISDA related transactions such as commodities trading, repurchase agreements, prime brokerage agreements and other transactions.
Payment Protection Insurance
On June 1, 2017, the Corporation sold its non-U.S. consumer credit card business. Included in the calculation of the gain on sale, the
Corporation recorded an obligation to indemnify the purchaser for substantially all payment protection insurance exposure above reserves assumed by the purchaser.
Representations and WarrantiesObligations and Corporate Guarantees
The Corporation securitizes first-lien residential mortgage loans generally in the form of RMBS guaranteed by the GSEs or by GNMA in the case of FHA-insured, VA-guaranteed and Rural Housing Service-guaranteed mortgage loans, and sells pools of first-lien residential mortgage loans in the form of whole loans. In addition, in prior years, legacy companies and certain subsidiaries sold pools of first-lien residential mortgage loans and home equity loans as private-label securitizations or in the form of whole loans. In connection with these transactions, the Corporation or certain of its subsidiaries or legacy companies make and have made various representations and warranties. Breaches of these representations and warranties have resulted in and may continue to result in the requirement to repurchase mortgage loans or to otherwise make whole or provide indemnification or other remedies to sponsors, investors, securitization trusts, guarantors, insurers or other parties (collectively, repurchases).
Settlement Actions
The Corporation has vigorously contested any request for repurchase where it has concluded that a valid basis for repurchase does not exist and will continue to do so in the future. However, in an effort to resolve legacy mortgage-related issues, the Corporation has reached bulk settlements, certain of which have been for significant amounts, in lieu of a loan-by-loan review process. The Corporation’s liability in connection with the transactions and claims not covered by these settlements could be material to the Corporation’s results of operations or liquidity for any particular reporting period. The Corporation may reach other settlements in the future if opportunities arise on terms it believes to be advantageous. However, there can be no assurance that the Corporation will reach future settlements or, if it does, that the terms of past settlements can be relied upon to predict the terms of future settlements.
Unresolved Repurchase ClaimsIntangible Assets
Unresolved representations and warranties repurchase claims represent the notional amount of repurchase claims made by counterparties, typically the outstanding principal balance or the unpaid principal balance at the time of default. In the case of first-lien mortgages, the claim amount is often significantly greater than the expected loss amount due to the benefit of collateral and, in some cases, mortgage insurance or mortgage guarantee payments. Claims received from a counterparty remain outstanding until the underlying loan is repurchased, the claim is rescinded by the counterparty, the Corporation determines that the applicable statute of limitations has expired, or representations and warranties claims with respect to the applicable trust are settled, and fully and finally released. The Corporation does not include duplicate claims in the amounts disclosed.
The table below presents unresolved repurchase claimsthe gross and net carrying values and accumulated amortization for intangible assets at December 31, 20172018 and 2016. The unresolved repurchase claims include only claims where the Corporation believes that the counterparty has the contractual right to submit claims. The unresolved repurchase claims predominantly relate to subprime and pay option first-lien loans and home equity loans originated primarily between 2004 and 2008. For more information, see Private-label Securitizations and Whole-loan Sales Experience in this Note and Note 12 – Commitments and Contingencies.2017.
            
Intangible Assets (1, 2)
           
            
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
(Dollars in millions)December 31, 2018 December 31, 2017
Purchased credit card and affinity relationships$5,919
 $5,759
 $160
 $5,919
 $5,604
 $315
Core deposit and other intangibles (3)
3,835
 2,221
 1,614
 3,835
 2,140
 1,695
Customer relationships
 
 
 3,886
 3,584
 302
Total intangible assets$9,754

$7,980
 $1,774
 $13,640
 $11,328
 $2,312
    
Unresolved Repurchase Claims by Counterparty, Net of Duplicate Claims
    
 December 31
(Dollars in millions)2017 2016
By counterparty 
  
Private-label securitization trustees, whole-loan investors, including third-party securitization sponsors and other (1)
$16,064
 $16,685
Monolines1,565
 1,583
GSEs5
 9
Total unresolved repurchase claims by counterparty, net of duplicate claims$17,634
 $18,277
(1) 
Excludes fully amortized intangible assets.
(2)
Includes $11.4 billion and $11.9 billion of claims based on individual file reviews and $4.7 billion and $4.8 billion of claims submitted without individual file reviews at At December 31, 20172018 and 2016.2017, none of the intangible assets were impaired.
(3)
Includes $1.6 billion at both December 31, 2018 and 2017 of intangible assets associated with trade names that have an indefinite life and, accordingly, are not amortized.
DuringAmortization of intangibles expense was $538 million, $621 million and $730 million for 2018, 2017 and 2016, respectively. The Corporation estimates aggregate amortization expense will be $105 million for 2019, $55 million for 2020 and none for the years thereafter.
NOTE 9 Deposits
The table below presents information about the Corporation’s time deposits of $100 thousand or more at December 31, 2018 and 2017. The Corporation received $151 millionalso had aggregate time deposits of $16.4 billion and $17.0 billion in new repurchase claimsdenominations that met or exceeded the Federal Deposit Insurance Corporation (FDIC) insurance limit at December 31, 2018 and $794 million in claims were resolved, including $640 million related to settlements. Of the remaining unresolved monoline claims, substantially all of the claims pertain to second-lien loans and2017.
          
Time Deposits of $100 Thousand or More        
          
 December 31, 2018 December 31
2017
(Dollars in millions)
Three Months
or Less
 
Over Three
Months to
Twelve Months
 Thereafter Total Total
U.S. certificates of deposit and other time deposits$14,441
 $11,855
 $3,209
 $29,505
 $25,192
Non-U.S. certificates of deposit and other time deposits7,317
 2,655
 820
 10,792
 15,472

The scheduled contractual maturities for total time deposits at December 31, 2018 are currently the subject of litigation with a single monoline insurer. There may be additional claims or file requestspresented in the future.table below.
      
Contractual Maturities of Total Time Deposits
     
      
(Dollars in millions)U.S. Non-U.S. Total
Due in 2019$43,452
 $10,030
 $53,482
Due in 20204,580
 164
 4,744
Due in 2021725
 8
 733
Due in 2022560
 11
 571
Due in 2023270
 632
 902
Thereafter570
 37
 607
Total time deposits$50,157
 $10,882
 $61,039

NOTE 10 Federal Funds Sold or Purchased, Securities Financing Agreements, Short-term Borrowings and Restricted Cash
The table below presents federal funds sold or purchased, securities financing agreements (which include securities borrowed or purchased under agreements to resell and securities loaned or sold under agreements to repurchase) and short-term borrowings. The Corporation elects to account for certain securities financing agreements and short-term borrowings under the fair value option. For more information on the fair value option, see Note 21 – Fair Value Option.

        
 Amount Rate Amount Rate
(Dollars in millions)2018 2017
Federal funds sold and securities borrowed or purchased under agreements to resell       
Average during year$251,328
 1.26% $222,818
 0.81%
Maximum month-end balance during year279,350
 n/a
 237,064
 n/a
Federal funds purchased and securities loaned or sold under agreements to repurchase       
Average during year$193,681
 1.80% $199,501
 1.30%
Maximum month-end balance during year201,089
 n/a
 218,017
 n/a
Short-term borrowings       
Average during year36,021
 2.69
 37,337
 2.48
Maximum month-end balance during year52,480
 n/a
 46,202
 n/a
n/a = not applicable

  
Bank of America 20171442018 128



In additionBank of America, N.A. maintains a global program to offer up to a maximum of $75 billion outstanding at any one time, of bank notes with fixed or floating rates and maturities of at least seven days from the date of issue. Short-term bank notes outstanding under this program totaled $12.1 billion and $14.2 billion at December 31, 2018 and 2017. These short-term bank notes, along with FHLB advances, U.S. Treasury tax and loan notes, and term federal funds purchased, are included in short-term borrowings on the Consolidated Balance Sheet.
Offsetting of Securities Financing Agreements
The Corporation enters into securities financing agreements to accommodate customers (also referred to as “matched-book transactions”), obtain securities to cover short positions, and to finance inventory positions. Substantially all of the Corporation’s securities financing activities are transacted under legally enforceable master repurchase agreements or legally enforceable master securities lending agreements that give the Corporation,
in the event of default by the counterparty, the right to liquidate securities held and to offset receivables and payables with the same counterparty. The Corporation offsets securities financing transactions with the same counterparty on the Consolidated Balance Sheet where it has such a legally enforceable master netting agreement and the transactions have the same maturity date.
The Securities Financing Agreements table presents securities financing agreements included on the Consolidated Balance Sheet in federal funds sold and securities borrowed or purchased under agreements to resell, and in federal funds purchased and securities loaned or sold under agreements to repurchase at December 31, 2018 and 2017. Balances are presented on a gross basis, prior to the unresolvedapplication of counterparty netting. Gross assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements. For more information on the offsetting of derivatives, see Note 3 – Derivatives.
          
Securities Financing Agreements
          
 
Gross Assets/Liabilities (1)
 Amounts Offset Net Balance Sheet Amount 
Financial Instruments (2)
 Net Assets/Liabilities
(Dollars in millions)December 31, 2018
Securities borrowed or purchased under agreements to resell (3)
$366,274
 $(106,865) $259,409
 $(240,790) $18,619
Securities loaned or sold under agreements to repurchase$293,853
 $(106,865) $186,988
 $(176,740) $10,248
Other (4)
19,906
 
 19,906
 (19,906) 
Total$313,759

$(106,865)
$206,894

$(196,646)
$10,248
          
 December 31, 2017
Securities borrowed or purchased under agreements to resell (3)
$348,472
 $(135,725) $212,747
 $(165,720) $47,027
Securities loaned or sold under agreements to repurchase$312,582
 $(135,725) $176,857
 $(146,205) $30,652
Other (4)
22,711
 
 22,711
 (22,711) 
Total$335,293

$(135,725)
$199,568

$(168,916)
$30,652

(1)
Includes activity where uncertainty exists as to the enforceability of certain master netting agreements under bankruptcy laws in some countries or industries.
(2)
Includes securities collateral received or pledged under repurchase or securities lending agreements where there is a legally enforceable master netting agreement. These amounts are not offset on the Consolidated Balance Sheet, but are shown as a reduction to derive a net asset or liability. Securities collateral received or pledged where the legal enforceability of the master netting agreements is uncertain is excluded from the table.
(3)
Excludes repurchase activity of $11.5 billion and $10.2 billion reported in loans and leases on the Consolidated Balance Sheet at December 31, 2018 and 2017.
(4)
Balance is reported in accrued expenses and other liabilities on the Consolidated Balance Sheet and relates to transactions where the Corporation acts as the lender in a securities lending agreement and receives securities that can be pledged as collateral or sold. In these transactions, the Corporation recognizes an asset at fair value, representing the securities received, and a liability, representing the obligation to return those securities.
Repurchase Agreements and Securities Loaned Transactions Accounted for as Secured Borrowings
The following tables present securities sold under agreements to repurchase claimsand securities loaned by remaining contractual term to maturity and class of collateral pledged. Included in “Other” are transactions where the Corporation acts as the lender
in a securities lending agreement and receives securities that can be pledged as collateral or sold. Certain agreements contain a right to substitute collateral and/or terminate the agreement prior to maturity at the option of the Corporation or the counterparty. Such agreements are included in the Unresolved Repurchase Claims by Counterparty, Net of Duplicate Claims table below based on the remaining contractual term to maturity.
          
Remaining Contractual Maturity
          
 Overnight and Continuous 30 Days or Less After 30 Days Through 90 Days 
Greater than
90 Days (1)
 Total
(Dollars in millions)December 31, 2018
Securities sold under agreements to repurchase$139,017
 $81,917
 $34,204
 $21,476
 $276,614
Securities loaned7,753
 4,197
 1,783
 3,506
 17,239
Other19,906
 
 
 
 19,906
Total$166,676

$86,114

$35,987

$24,982

$313,759
          
 December 31, 2017
Securities sold under agreements to repurchase$125,956
 $79,913
 $46,091
 $38,935
 $290,895
Securities loaned9,853
 5,658
 2,043
 4,133
 21,687
Other22,711
 
 
 
 22,711
Total$158,520

$85,571

$48,134

$43,068

$335,293
(1)
No agreements have maturities greater than three years.

129Bank of America 2018






        
Class of Collateral Pledged
        
 Securities Sold Under Agreements to Repurchase 
Securities
Loaned
 Other Total
(Dollars in millions)December 31, 2018
U.S. government and agency securities$164,664
 $
 $
 $164,664
Corporate securities, trading loans and other11,400
 2,163
 287
 13,850
Equity securities14,090
 10,869
 19,572
 44,531
Non-U.S. sovereign debt81,329
 4,207
 47
 85,583
Mortgage trading loans and ABS5,131
 
 
 5,131
Total$276,614

$17,239

$19,906

$313,759
        
 December 31, 2017
U.S. government and agency securities$158,299
 $
 $409
 $158,708
Corporate securities, trading loans and other12,787
 2,669
 624
 16,080
Equity securities23,975
 13,523
 21,628
 59,126
Non-U.S. sovereign debt90,857
 5,495
 50
 96,402
Mortgage trading loans and ABS4,977
 
 
 4,977
Total$290,895

$21,687

$22,711

$335,293

Under repurchase agreements, the Corporation has received notifications fromis required to post collateral with a sponsormarket value equal to or in excess of third-party securitizations with whomthe principal amount borrowed. For securities loaned transactions, the Corporation engagedreceives collateral in whole-loan transactions indicating thatthe form of cash, letters of credit or other securities. To determine whether the market value of the underlying collateral remains sufficient, collateral is generally valued daily, and the Corporation may have indemnity obligations with respectbe required to specific loans for whichdeposit additional collateral or may receive or return collateral pledged when appropriate. Repurchase agreements and securities loaned transactions are generally either overnight, continuous (i.e., no stated term) or short-term. The Corporation manages liquidity risks relatedto these agreements by sourcingfundingfromadiverse
group of counterparties, providing a range of securities collateral and pursuing longer durations, when appropriate.
Restricted Cash
At December 31, 2018 and 2017, the Corporation hasheld restricted cash included within cash and cash equivalents on the Consolidated Balance Sheet of $22.6 billion and $18.8 billion, predominantly related to cash held on deposit with the Federal Reserve Bank and non-U.S. central banks to meet reserve requirements and cash segregated in compliance with securities regulations.

Bank of America 2018 130


NOTE 11Long-term Debt
Long-term debt consists of borrowings having an original maturity of one year or more. The table below presents the balance of long-term debt at December 31, 2018 and 2017, and the related contractual rates and maturity dates as of December 31, 2018.
            
 Weighted-average Rate      December 31
(Dollars in millions) Interest Rates Maturity Dates 2018 2017
Notes issued by Bank of America Corporation         
  
Senior notes:         
  
Fixed3.39% 0.39 - 8.40% 2019 - 2049 $120,548
 $119,548
Floating2.09  0.06 - 7.26  2019 - 2044 25,574
 21,048
Senior structured notes (1)
        13,768
 15,460
Subordinated notes:           
Fixed4.91  2.94 - 8.57  2019 - 2045 20,843
 22,004
Floating2.16  1.14 - 3.55  2019 - 2026 1,742
 4,058
Junior subordinated notes (2):
           
Fixed6.71  6.45 - 8.05  2027 - 2066 732
 3,282
Floating3.54  3.54  2056 1
 553
Total notes issued by Bank of America Corporation        183,208
 185,953
Notes issued by Bank of America, N.A.         
  
Senior notes:         
  
Fixed        
 4,686
Floating2.96  2.90 - 2.96  2020 - 2041 1,770
 1,033
Subordinated notes6.00  6.00  2036 1,617
 1,679
Advances from Federal Home Loan Banks:           
Fixed5.10  0.01 - 7.72  2019 - 2034 130
 146
Floating2.49  2.24 - 2.80  2019 - 2020 14,751
 5,000
Securitizations and other BANA VIEs (3)
        10,326
 8,641
Other        442
 433
Total notes issued by Bank of America, N.A.        29,036
 21,618
Other debt         
  
Structured liabilities        16,478
 18,574
Nonbank VIEs (3)
        618
 1,232
Other        
 25
Total other debt        17,096
 19,831
Total long-term debt        $229,340
 $227,402
(1)
Includes total loss-absorbing capacity compliant debt.
(2)
Includes amounts related to trust preferred securities. For additional information, see Trust Preferred Securities in this Note.
(3)
Represents the total long-term debt included in the liabilities of consolidated VIEs on the Consolidated Balance Sheet.
Bank of America Corporation and Bank of America, N.A. maintain various U.S. and non-U.S. debt programs to offer both senior and subordinated notes. The notes may be denominated in U.S. dollars or foreign currencies. At December 31, 2018 and 2017, the amount of foreign currency-denominated debt translated into U.S. dollars included in total long-term debt was $48.6 billion and $51.8 billion. Foreign currency contracts may be used to convert certain foreign currency-denominated debt into U.S. dollars.
At December 31, 2018, long-term debt of consolidated VIEs in the table above included debt from credit card and all other VIEs of $10.3 billion and $623 million. Long-term debt of VIEs is collateralized by the assets of the VIEs. For additional information, see Note 7 – Securitizations and Other Variable Interest Entities.
The weighted-average effective interest rates for total long-term debt (excluding senior structured notes), total fixed-rate debt and total floating-rate debt were 3.29 percent, 3.66 percent and 2.26 percent, respectively, at December 31, 2018, and 3.44 percent, 3.87 percent and 1.49 percent, respectively, at December 31, 2017. The Corporation’s ALM activities maintain an overall interest rate risk management strategy that incorporates the use of interest rate contracts to manage fluctuations in earnings that are caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity so that movements in interest rates do not received a repurchase request. These notifications were received prior to 2015,significantly adversely affect earnings and totaled $1.3capital. The weighted-average rates are the contractual interest rates on the debt and do not reflect the impacts of derivative transactions.
Debt outstanding of $3.8 billion at both December 31, 20172018 was issued by BofA Finance LLC, a 100 percent owned finance subsidiary of Bank of America Corporation, the parent company, and 2016.is fully and unconditionally guaranteed by the parent company.
During 2018, the Corporation had total long-term debt maturities and redemptions in the aggregate of $53.3 billion consisting of $29.8 billion for Bank of America Corporation, $11.2 billion for Bank of America, N.A. and $12.3 billion of other debt. During 2017, the Corporation reached agreementshad total long-term debt maturities and redemptions in the aggregate of $48.8 billion consisting of $29.1 billion for Bank of America Corporation, $13.3 billion for Bank of America, N.A. and $6.4 billion of other debt.
The following table shows the carrying value for aggregate annual contractual maturities of long-term debt as of December 31, 2018. Included in the table are certain structured notes issued by the Corporation that contain provisions whereby the borrowings are redeemable at the option of the holder (put options) at specified dates prior to maturity. Other structured notes have coupon or repayment terms linked to the performance of debt or equity securities, indices, currencies or commodities, and the maturity may be accelerated based on the value of a referenced index or security. In both cases, the Corporation or a subsidiary may be required to settle the obligation for cash or other securities prior to the contractual maturity date. These borrowings are reflected in the table as maturing at their contractual maturity date.

131Bank of America 2018






               
Long-term Debt by Maturity
               
(Dollars in millions)2019 2020 2021 2022 2023 Thereafter Total
Bank of America Corporation             
Senior notes$14,831
 $10,308
 $15,883
 $14,882
 $22,570
 $67,648
 $146,122
Senior structured notes1,337
 875
 482
 1,914
 323
 8,837
 13,768
Subordinated notes1,501
 
 346
 364
 
 20,374
 22,585
Junior subordinated notes
 
 
 
 
 733
 733
Total Bank of America Corporation17,669
 11,183
 16,711
 17,160
 22,893
 97,592
 183,208
Bank of America, N.A.             
Senior notes
 1,750
 
 
 
 20
 1,770
Subordinated notes
 
 
 
 
 1,617
 1,617
Advances from Federal Home Loan Banks11,762
 3,010
 2
 3
 1
 103
 14,881
Securitizations and other Bank VIEs (1)
3,200
 3,100
 4,022
 
 
 4
 10,326
Other224
 83
 
 2
 133
 
 442
Total Bank of America, N.A.15,186
 7,943
 4,024
 5
 134
 1,744
 29,036
Other debt             
Structured liabilities5,085
 2,712
 1,112
 558
 830
 6,181
 16,478
Nonbank VIEs (1)
35
 
 
 
 23
 560
 618
Total other debt5,120
 2,712
 1,112
 558
 853
 6,741
 17,096
Total long-term debt$37,975
 $21,838
 $21,847
 $17,723
 $23,880
 $106,077
 $229,340
(1)
Represents the total long-term debt included in the liabilities of consolidated VIEs on the Consolidated Balance Sheet.
Trust Preferred Securities
Trust preferred securities (Trust Securities) are primarily issued by trust companies (the Trusts) that are not consolidated. These Trust Securities are mandatorily redeemable preferred security obligations of the Trusts. The sole assets of the Trusts generally are junior subordinated deferrable interest notes of the Corporation or its subsidiaries (the Notes). The Trusts generally are 100 percent owned finance subsidiaries of the Corporation.
Periodic cash payments and payments upon liquidation or redemption with certain parties requesting indemnity. One such agreement isrespect to Trust Securities are guaranteed by the Corporation or its subsidiaries to the extent of funds held by the Trusts (the Preferred Securities Guarantee). The Preferred Securities Guarantee, when taken together with the Corporation’s other obligations including its obligations under the Notes, generally will constitute a full and unconditional guarantee, on a subordinated basis, by the Corporation of payments due on the Trust Securities.
During 2018, the Corporation redeemed Trust Securities of 11 Trusts with a carrying value of $3.1 billion. At December 31, 2018, the Corporation had one remaining floating-rate junior subordinated note held in trust.
NOTE 12 Commitments and Contingencies
In the normal course of business, the Corporation enters into a number of off-balance sheet commitments. These commitments expose the Corporation to varying degrees of credit and market risk and are subject to acceptance by a securitization trustee. the same credit and market risk limitation reviews as those instruments recorded on the Consolidated Balance Sheet.
Credit Extension Commitments
The impactCorporation enters into commitments to extend credit such as loan commitments, SBLCs and commercial letters of these agreements is included incredit to meet the provision and reserve for representations and warranties.
financing needs of its customers. The presence of repurchase claims on a given trust, receipt of notices of indemnification obligations and receipt of other communications, as discussed above, are all factors that inform the Corporation’s reserve for representations and warranties and the corresponding estimated range of possible loss.
Private-label Securitizations and Whole-loan Sales Experience
The notional amount of unresolved repurchase claims at December 31, 2017 and 2016 included $6.9 billion and $5.6 billion of claims related to loans in specific private-label securitization groups or tranches where the Corporation owns substantially all of the outstanding securities or will otherwise realize the benefit of any repurchase claims paid.
The overall decrease infollowing table includes the notional amount of outstanding unresolved repurchase claims in 2017unfunded legally binding lending commitments net of amounts distributed (i.e., syndicated or participated) to other financial institutions. The distributed amounts were $10.7 billion and $11.0 billion at December 31, 2018 and 2017. At December 31, 2018, the carrying value of these commitments, excluding commitments accounted for under the fair value option, was primarily due to claims that were resolved as$813 million, including deferred revenue of $16 million and a result of settlements. Outstanding repurchase claims remained unresolved primarily due to (1) the level of detail, support and analysis accompanying such claims, which impact overall claim quality and, therefore, claims resolution, and (2) the lack of an established process to resolve disputes related to these claims.
The Corporation reviews properly presented repurchase claims on a loan-by-loan basis. For time-barred claims, the counterparty is informed that the claim is denied on the basis of the statute of limitations and the claim is treated as resolved. For timely claims, if the Corporation, after review, does not believe a claim is valid, it will deny the claim and generally indicate a reason for the denial. If the counterparty agrees with the Corporation’s denial of the claim, the counterparty may rescind the claim. If there is a disagreement as to the resolution of the claim, meaningful dialogue and negotiation between the parties are generally necessary to reach a resolution on an individual claim. The Corporation has performed an initial review with respect to substantially all outstanding claims and, although the Corporation does not believe a valid basis for repurchase has been established by the claimant, it considers such claims activity in the computation of its liability for representations and warranties.
Reserve and Estimated Range of Possible Loss
The reserve for representationsunfunded lending commitments of $797 million. At December 31, 2017, the comparable amounts were $793 million, $16 million and warranties and corporate guarantees$777 million, respectively. The carrying value of these commitments is includedclassified in accrued expenses and other liabilities on the Consolidated Balance SheetSheet.
Legally binding commitments to extend credit generally have specified rates and maturities. Certain of these commitments have adverse change clauses that help to protect the related provision is included in mortgage banking incomeCorporation against deterioration in the Consolidated Statementborrower’s ability to pay.
The table below also includes the notional amount of Income. The reserve for representationscommitments of $3.1 billion and
warranties is established when those obligations are both probable and reasonably estimable.
The Corporation’s representations and warranties reserve and the corresponding estimated range of possible loss$4.8 billion at December 31, 2018 and 2017 consider, amongthat are accounted for under the fair value option. However, the following table excludes cumulative net fair value of $169 millionand $120 million at December 31, 2018 and 2017 on these commitments, which is classified in accrued expenses and other things,liabilities. For more information regarding the repurchase experience implied in prior settlements, and usesCorporation’s loan commitments accounted for under the experience implied in those prior settlements in the assessment for those trusts where the Corporation has a continuing possibility of timely claims in order to determine the representations and warranties reserve and the corresponding estimated range of possible loss.fair value option, see Note 21 – Fair Value Option.
The table below presents a rollforward of the reserve for representations and warranties and corporate guarantees.
Bank of America 2018 132


    
Representations and Warranties and Corporate Guarantees
  
(Dollars in millions)2017 2016
Reserve for representations and warranties and corporate guarantees, January 1$2,339
 $11,326
Additions for new sales4
 4
Payments (1)
(814) (9,097)
Provision393
 106
Reserve for representations and warranties and corporate guarantees, December 31$1,922
 $2,339
          
Credit Extension Commitments         
  
 Expire in One
Year or Less
 Expire After One
Year Through
Three Years
 
Expire After Three Years Through
Five Years
 
Expire After
Five Years
 Total
(Dollars in millions)December 31, 2018
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$84,910
 $142,271
 $155,298
 $22,683
 $405,162
Home equity lines of credit2,578
 2,249
 3,530
 34,702
 43,059
Standby letters of credit and financial guarantees (1)
22,571
 9,702
 2,457
 1,074
 35,804
Letters of credit (2)
1,168
 84
 69
 57
 1,378
Legally binding commitments111,227
 154,306
 161,354
 58,516
 485,403
Credit card lines (3)
371,658
 
 
 
 371,658
Total credit extension commitments$482,885
 $154,306
 $161,354
 $58,516
 $857,061
          
 December 31, 2017
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$85,804
 $140,942
 $147,043
 $21,342
 $395,131
Home equity lines of credit6,172
 4,457
 2,288
 31,250
 44,167
Standby letters of credit and financial guarantees (1)
19,976
 11,261
 3,420
 1,144
 35,801
Letters of credit1,291
 117
 129
 87
 1,624
Legally binding commitments113,243
 156,777
 152,880
 53,823
 476,723
Credit card lines (3)
362,030
 
 
 
 362,030
Total credit extension commitments$475,273
 $156,777
 $152,880
 $53,823
 $838,753
(1) 
In February 2016,The notional amounts of SBLCs and financial guarantees classified as investment grade and non-investment grade based on the Corporation made an $8.5 billion settlement payment as partcredit quality of the settlement with BNY Mellon.underlying reference name within the instrument were $28.3 billion and $7.1 billion at December 31, 2018, and $27.3 billion and $8.1 billion at December 31, 2017. Amounts in the table include consumer SBLCs of $372 million and $421 million at December 31, 2018 and 2017.
(2)
At December 31, 2018, included letters of credit of $422 million related to certain liquidity commitments of VIEs. For additional information, see .
(3)
Includes business card unused lines of credit.
The representations and warranties reserve represents the Corporation’s best estimate of probable incurred losses as of
Other Commitments
At December 31, 2017. However, it is reasonably possible that future representations2018 and warranties losses may occur2017, the Corporation had commitments to purchase loans (e.g., residential mortgage and commercial real estate) of $329 million and $344 million, which upon settlement will be included in excessloans or LHFS, and commitments to purchase commercial loans of $463 million and $994 million, which upon settlement will be included in trading account assets.
At December 31, 2018 and 2017, the amounts recorded for these exposures.Corporation had commitments to purchase commodities, primarily liquefied natural gas, of $1.3 billion and $1.5 billion, which upon settlement will be included in trading account assets.
At December 31, 2018 and 2017, the Corporation had commitments to enter into resale and forward-dated resale and securities borrowing agreements of $59.7 billion and $56.8 billion, and commitments to enter into forward-dated repurchase and securities lending agreements of $21.2 billion and $34.3 billion. These commitments expire primarily within the next 12 months.
At both December 31, 2018 and 2017, the Corporation had a commitment to originate or purchase up to $3.0 billion, on a rolling 12-month basis, of auto loans and leases from a strategic partner. This commitment extends through November 2022 and can be terminated with 12 months prior notice.
The Corporation currently estimatesis a party to operating leases for certain of its premises and equipment. Commitments under these leases are approximately $2.4 billion, $2.2 billion, $2.0 billion, $1.7 billion and $1.3 billion for 2019 and the years through 2023, respectively, and $6.2 billion in the aggregate for all years thereafter.
Other Guarantees
Bank-owned Life Insurance Book Value Protection
The Corporation sells products that offer book value protection to insurance carriers who offer group life insurance policies to corporations, primarily banks. At December 31, 2018 and 2017, the notional amount of these guarantees totaled $9.8 billion and
$10.4 billion. At December 31, 2018 and 2017, the Corporation’s maximum exposure related to these guarantees totaled $1.5 billion and $1.6 billion, with estimated maturity dates between 2033 and 2039.
Indemnifications
In the ordinary course of business, the Corporation enters into various agreements that contain indemnifications, such as tax indemnifications, whereupon payment may become due if certain external events occur, such as a change in tax law. The indemnification clauses are often standard contractual terms and were entered into in the normal course of business based on an assessment that the rangerisk of possible loss would be remote. These agreements typically contain an early termination clause that permits the Corporation to exit the agreement upon these events. The maximum potential future payment under indemnification agreements is difficult to assess for representationsseveral reasons, including the occurrence of an external event, the inability to predict future changes in tax and warranties exposuresother laws, the difficulty in determining how such laws would apply to parties in contracts, the absence of exposure limits contained in standard contract language and the timing of any early termination clauses. Historically, any payments made under these guarantees have been de minimis. The Corporation has assessed the probability of making such payments in the future as remote.
Merchant Services
In accordance with credit and debit card association rules, the Corporation sponsors merchant processing servicers that process credit and debit card transactions on behalf of various merchants. If the merchant processor fails to meet its obligation to reimburse the cardholder for disputed transactions, then the Corporation, as the sponsor, could be up to $1held liable for the disputed amount. In 2018 and 2017, the sponsored entities processed and settled $874.3 billion over existing accruals at December 31, 2017. This estimate is lower thanand $812.2 billion of transactions and recorded losses of $31 million and $28 million. A significant portion of this activity was processed by a joint venture in which the estimate at December 31, 2016 due to recent reductions in risk as we reach settlements with counterparties. The Corporation treats claims that are time-barred as resolved and does not consider such claims in the estimated range of possible loss. The estimated range of possible loss reflects principally exposures related to loans in private-label securitization trusts, including related indemnity claims. It represents a reasonably possible loss, but does not represent a probable loss, and is based on currently available information, significant judgment and a number of assumptions that are subject to change.
The reserve for representations and warranties exposures and the corresponding estimated range of possible loss do not consider certain losses related to servicing, including foreclosure and related costs, fraud, indemnity, or claims (including for RMBS) related to securities law or monoline insurance litigation. Losses with respect to one or more of these matters could be material to the Corporation’s results of operations or liquidity for any particular reporting period.
Future provisions and/or ranges of possible loss for representations and warranties may be significantly impacted if actual experiences are different from the Corporation’s assumptions in predictive models.holds



145133Bank of America 20172018

  







NOTE 8 Goodwill
a 49 percent ownership. The carrying value of the Corporation’s investment in the merchant services joint venture was $2.8 billion and Intangible Assets
Goodwill
The table below presents goodwill balances by business segment and All Other$2.9 billion at December 31, 2018 and 2017, and 2016. is recorded in other assets on the Consolidated Balance Sheet and in All Other.
At December 31, 2018 and 2017, the maximum potential exposure for sponsored transactions totaled $348.1 billion and $346.4 billion. However, the Corporation believes that the maximum potential exposure is not representative of the actual potential loss exposure and does not expect to make material payments in connection with these guarantees.
Exchange and Clearing House Member Guarantees
The reporting units utilizedCorporation is a member of various securities and derivative exchanges and clearinghouses, both in the U.S. and other countries. As a member, the Corporation may be required to pay a pro-rata share of the losses incurred by some of these organizations as a result of another member default and under other loss scenarios. The Corporation’s potential obligations may be limited to its membership interests in such exchanges and clearinghouses, to the amount (or multiple) of the Corporation’s contribution to the guarantee fund or, in limited instances, to the full pro-rata share of the residual losses after applying the guarantee fund. The Corporation’s maximum potential exposure under these membership agreements is difficult to estimate; however, the Corporation has assessed the probability of making any such payments as remote.
Prime Brokerage and Securities Clearing Services
In connection with its prime brokerage and clearing businesses, the Corporation performs securities clearance and settlement services with other brokerage firms and clearinghouses on behalf of its clients. Under these arrangements, the Corporation stands ready to meet the obligations of its clients with respect to securities transactions. The Corporation’s obligations in this respect are secured by the assets in the clients’ accounts and the accounts of their customers as well as by any proceeds received from the transactions cleared and settled by the firm on behalf of clients or their customers. The Corporation’s maximum potential exposure under these arrangements is difficult to estimate; however, the potential for goodwill impairment testing are the operating segments or one level below.Corporation to incur material losses pursuant to these arrangements is remote.
Other Guarantees
    
Goodwill   
    
 December 31
(Dollars in millions)2017 2016
Consumer Banking$30,123
 $30,123
Global Wealth & Investment Management9,677
 9,681
Global Banking23,923
 23,923
Global Markets5,182
 5,197
All Other46
 820
Less: Goodwill of business held for sale (1)

 (775)
Total goodwill$68,951
 $68,969
The Corporation has entered into additional guarantee agreements and commitments, including sold risk participation swaps, liquidity facilities, lease-end obligation agreements, partial credit guarantees on certain leases, real estate joint venture guarantees, divested business commitments and sold put options that require gross settlement. The maximum potential future payment under these agreements was approximately $5.9 billion at both December 31, 2018 and 2017. The estimated maturity dates of these obligations extend up to 2040. The Corporation has made no material payments under these guarantees. For more information on maximum potential future payments under VIE-related liquidity commitments at December 31, 2018, see Note 7 – Securitizations and Other Variable Interest Entities.
(1)
Reflects the goodwill assigned to the non-U.S. consumer credit card business, which was included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016. In 2017, the Corporation sold its non-U.S. consumer credit card business.
DuringIn the normal course of business, the Corporation periodically guarantees the obligations of its affiliates in a variety of transactions including ISDA-related transactions and non-ISDA related transactions such as commodities trading, repurchase agreements, prime brokerage agreements and other transactions.
Payment Protection Insurance
On June 1, 2017, the Corporation completedsold its annual goodwill impairment test as of June 30, 2017 for all applicable reporting units. Based onnon-U.S. consumer credit card business. Included in the resultscalculation of the annual goodwill impairment test,gain on sale, the
Corporation recorded an obligation to indemnify the purchaser for substantially all payment protection insurance exposure above reserves assumed by the purchaser.
Representations and Warranties Obligations and Corporate Guarantees
The Corporation securitizes first-lien residential mortgage loans generally in the form of RMBS guaranteed by the GSEs or by GNMA in the case of FHA-insured, VA-guaranteed and Rural Housing Service-guaranteed mortgage loans, and sells pools of first-lien residential mortgage loans in the form of whole loans. In addition, in prior years, legacy companies and certain subsidiaries sold pools of first-lien residential mortgage loans and home equity loans as private-label securitizations or in the form of whole loans. In connection with these transactions, the Corporation determined there was no impairment.or certain of its subsidiaries or legacy companies make and have made various representations and warranties. Breaches of these representations and warranties have resulted in and may continue to result in the requirement to repurchase mortgage loans or to otherwise make whole or provide indemnification or other remedies to sponsors, investors, securitization trusts, guarantors, insurers or other parties (collectively, repurchases).
Intangible Assets
The table below presents the gross and net carrying values and accumulated amortization for intangible assets at December 31, 20172018 and 2016.2017.
            
Intangible Assets (1, 2)
           
            
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
(Dollars in millions)December 31, 2018 December 31, 2017
Purchased credit card and affinity relationships$5,919
 $5,759
 $160
 $5,919
 $5,604
 $315
Core deposit and other intangibles (3)
3,835
 2,221
 1,614
 3,835
 2,140
 1,695
Customer relationships
 
 
 3,886
 3,584
 302
Total intangible assets$9,754

$7,980
 $1,774
 $13,640
 $11,328
 $2,312
            
Intangible Assets (1, 2)
           
            
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
 Gross
Carrying Value
 Accumulated
Amortization
 Net
Carrying Value
(Dollars in millions)December 31, 2017 December 31, 2016
Purchased credit card and affinity relationships$5,919
 $5,604
 $315
 $6,830
 $6,243
 $587
Core deposit and other intangibles (3)
3,835
 2,140
 1,695
 3,836
 2,046
 1,790
Customer relationships3,886
 3,584
 302
 3,887
 3,275
 612
Total intangible assets (4)
$13,640
 $11,328
 $2,312
 $14,553
 $11,564
 $2,989
(1) 
Excludes fully amortized intangible assets.
(2) 
At December 31, 20172018 and 20162017, none of the intangible assets were impaired.
(3) 
Includes $1.6 billion at both December 31, 20172018 and 20162017 of intangible assets associated with trade names that have an indefinite life and, accordingly, are not amortized.
(4)
Includes $67 million at December 31, 2016 of intangible assets assigned to the non-U.S. consumer credit card business, which was included in assets of business held for sale on the Consolidated Balance Sheet at December 31, 2016.
Amortization of intangibles expense was $538 million, $621 million and $730 million for 2018, 2017 and $834 million for 2017, 2016, and 2015.respectively. The Corporation estimates aggregate amortization expense will be $538 million, $105 million and $53for 2019, $55 million for the years through 2020 and none for the years thereafter.

Bank of America 2017146


NOTE 9 Deposits
The table below presents information about the Corporation’s time deposits of $100 thousand or more at December 31, 20172018 and 2016.2017. The Corporation also had aggregate time deposits of $17.0$16.4 billion and $18.3$17.0 billion in denominations that met or exceeded the Federal Deposit Insurance Corporation (FDIC) insurance limit at December 31, 20172018 and 2016.2017.
          
Time Deposits of $100 Thousand or More        
          
 December 31, 2018 December 31
2017
(Dollars in millions)
Three Months
or Less
 
Over Three
Months to
Twelve Months
 Thereafter Total Total
U.S. certificates of deposit and other time deposits$14,441
 $11,855
 $3,209
 $29,505
 $25,192
Non-U.S. certificates of deposit and other time deposits7,317
 2,655
 820
 10,792
 15,472
          
Time Deposits of $100 Thousand or More         
          
 December 31, 2017 December 31
2016
(Dollars in millions)
Three Months
or Less
 
Over Three
Months to
Twelve Months
 Thereafter Total Total
U.S. certificates of deposit and other time deposits$12,505
 $10,660
 $2,027
 $25,192
 $32,898
Non-U.S. certificates of deposit and other time deposits10,561
 3,652
 1,259
 15,472
 14,677

The scheduled contractual maturities for total time deposits at December 31, 20172018 are presented in the table below.
      
Contractual Maturities of Total Time Deposits
     
      
(Dollars in millions)U.S. Non-U.S. Total
Due in 2019$43,452
 $10,030
 $53,482
Due in 20204,580
 164
 4,744
Due in 2021725
 8
 733
Due in 2022560
 11
 571
Due in 2023270
 632
 902
Thereafter570
 37
 607
Total time deposits$50,157
 $10,882
 $61,039
      
Contractual Maturities of Total Time Deposits     
      
(Dollars in millions)U.S. Non-U.S. Total
Due in 2018$46,774
 $14,264
 $61,038
Due in 20192,623
 657
 3,280
Due in 20201,661
 49
 1,710
Due in 2021514
 15
 529
Due in 2022452
 562
 1,014
Thereafter264
 9
 273
Total time deposits$52,288
 $15,556
 $67,844

NOTE 10 Federal Funds Sold or Purchased, Securities Financing Agreements, and Short-term Borrowings and Restricted Cash
The table below presents federal funds sold or purchased, securities financing agreements which(which include securities borrowed or purchased under agreements to resell and securities loaned or sold under agreements to repurchase,repurchase) and short-term borrowings. The Corporation elects to account for certain securities financing agreements and short-term borrowings under the fair value option. For more information on the election of the fair value option, see Note 21 – Fair Value Option.
              
Amount Rate Amount RateAmount Rate Amount Rate
(Dollars in millions)2017 20162018 2017
Federal funds sold and securities borrowed or purchased under agreements to resell              
Average during year$222,818
 1.07% $216,161
 0.52%$251,328
 1.26% $222,818
 0.81%
Maximum month-end balance during year237,064
 n/a
 225,015
 n/a
279,350
 n/a
 237,064
 n/a
Federal funds purchased and securities loaned or sold under agreements to repurchase              
Average during year$199,501
 1.30% $183,818
 0.97%$193,681
 1.80% $199,501
 1.30%
Maximum month-end balance during year218,017
 n/a
 196,631
 n/a
201,089
 n/a
 218,017
 n/a
Short-term borrowings              
Average during year37,337
 2.48% 29,440
 1.95%36,021
 2.69
 37,337
 2.48
Maximum month-end balance during year46,202
 n/a
 33,051
 n/a
52,480
 n/a
 46,202
 n/a
n/a = not applicable

Bank of America 2018 128


Bank of America, N.A. maintains a global program to offer up to a maximum of $75 billion outstanding at any one time, of bank notes with fixed or floating rates and maturities of at least seven days from the date of issue. Short-term bank notes outstanding under this program totaled $14.2$12.1 billion and $9.3$14.2 billion at December 31, 20172018 and 2016.2017. These short-term bank notes, along with FHLB advances, U.S. Treasury tax and loan notes, and term federal funds purchased, are included in short-term borrowings on the Consolidated Balance Sheet.

147Bank of America 2017



Offsetting of Securities Financing Agreements
The Corporation enters into securities financing agreements to accommodate customers (also referred to as “matched-book transactions”), obtain securities to cover short positions, and to finance inventory positions. Substantially all of the Corporation’s securities financing activities are transacted under legally enforceable master repurchase agreements or legally enforceable master securities lending agreements that give the Corporation,
in the event of default by the counterparty, the right to liquidate securities held and to offset receivables and payables with the same counterparty.
The Corporation offsets securities financing transactions with the same counterparty on the Consolidated Balance Sheet where it has such a legally enforceable master netting agreement and the transactions have the same maturity date.
The Securities Financing Agreements table presents securities financing agreements included on the Consolidated Balance Sheet in federal funds sold and securities borrowed or purchased under agreements to resell, and in federal funds purchased and securities loaned or sold under agreements to repurchase at December 31, 20172018 and 2016.2017. Balances are presented on a gross basis, prior to the application of counterparty netting. Gross assets and liabilities are adjusted on an aggregate basis to take into consideration the effects of legally enforceable master netting agreements. For more information on the offsetting of derivatives, see Note 23 – Derivatives.
          
Securities Financing Agreements
          
 
Gross Assets/Liabilities (1)
 Amounts Offset Net Balance Sheet Amount 
Financial Instruments (2)
 Net Assets/Liabilities
(Dollars in millions)December 31, 2018
Securities borrowed or purchased under agreements to resell (3)
$366,274
 $(106,865) $259,409
 $(240,790) $18,619
Securities loaned or sold under agreements to repurchase$293,853
 $(106,865) $186,988
 $(176,740) $10,248
Other (4)
19,906
 
 19,906
 (19,906) 
Total$313,759

$(106,865)
$206,894

$(196,646)
$10,248
          
 December 31, 2017
Securities borrowed or purchased under agreements to resell (3)
$348,472
 $(135,725) $212,747
 $(165,720) $47,027
Securities loaned or sold under agreements to repurchase$312,582
 $(135,725) $176,857
 $(146,205) $30,652
Other (4)
22,711
 
 22,711
 (22,711) 
Total$335,293

$(135,725)
$199,568

$(168,916)
$30,652
          
Securities Financing Agreements         
          
 
Gross Assets/Liabilities (1)
 Amounts Offset Net Balance Sheet Amount 
Financial Instruments (2)
 Net Assets/Liabilities
(Dollars in millions)December 31, 2017
Securities borrowed or purchased under agreements to resell (3)
$348,472
 $(135,725) $212,747
 $(165,720) $47,027
Securities loaned or sold under agreements to repurchase$312,582
 $(135,725) $176,857
 $(146,205) $30,652
Other (4)
22,711
 
 22,711
 (22,711) 
Total$335,293
 $(135,725) $199,568
 $(168,916) $30,652
          
 December 31, 2016
Securities borrowed or purchased under agreements to resell (3)
$326,970
 $(128,746) $198,224
 $(154,974) $43,250
Securities loaned or sold under agreements to repurchase$299,028
 $(128,746) $170,282
 $(140,774) $29,508
Other (4)
14,448
 
 14,448
 (14,448) 
Total$313,476
 $(128,746) $184,730
 $(155,222) $29,508

(1) 
Includes activity where uncertainty exists as to the enforceability of certain master netting agreements under bankruptcy laws in some countries or industries.
(2) 
Includes securities collateral received or pledged under repurchase or securities lending agreements where there is a legally enforceable master netting agreement. These amounts are not offset on the Consolidated Balance Sheet, but are shown as a reduction to derive a net asset or liability. Securities collateral received or pledged where the legal enforceability of the master netting agreements is uncertain is excluded from the table.
(3) 
Excludes repurchase activity of $11.5 billion and $10.2 billion and $10.1 billion reported in loans and leases on the Consolidated Balance Sheet at December 31, 20172018 and 20162017.
(4) 
Balance is reported in accrued expenses and other liabilities on the Consolidated Balance Sheet and relates to transactions where the Corporation acts as the lender in a securities lending agreement and receives securities that can be pledged as collateral or sold. In these transactions, the Corporation recognizes an asset at fair value, representing the securities received, and a liability, representing the obligation to return those securities.
Repurchase Agreements and Securities Loaned Transactions Accounted for as Secured Borrowings
The following tables present securities sold under agreements to repurchase and securities loaned by remaining contractual term to maturity and class of collateral pledged. Included in “Other” are transactions where the Corporation acts as the lender in a
 
in a securities lending agreement and receives securities that can be pledged as collateral or sold. Certain agreements contain a right to substitute collateral and/or terminate the agreement prior to maturity at the option of the Corporation or the counterparty. Such agreements are included in the table below based on the remaining contractual term to maturity.
                  
Remaining Contractual Maturity         Remaining Contractual Maturity
                  
Overnight and Continuous 30 Days or Less After 30 Days Through 90 Days 
Greater than 90 Days (1)
 TotalOvernight and Continuous 30 Days or Less After 30 Days Through 90 Days 
Greater than
90 Days (1)
 Total
(Dollars in millions)December 31, 2017December 31, 2018
Securities sold under agreements to repurchase$125,956
 $79,913
 $46,091
 $38,935
 $290,895
$139,017
 $81,917
 $34,204
 $21,476
 $276,614
Securities loaned9,853
 5,658
 2,043
 4,133
 21,687
7,753
 4,197
 1,783
 3,506
 17,239
Other22,711
 
 
 
 22,711
19,906
 
 
 
 19,906
Total$158,520
 $85,571
 $48,134
 $43,068
 $335,293
$166,676

$86,114

$35,987

$24,982

$313,759
                  
December 31, 2016December 31, 2017
Securities sold under agreements to repurchase$129,853
 $77,780
 $31,851
 $40,752
 $280,236
$125,956
 $79,913
 $46,091
 $38,935
 $290,895
Securities loaned8,564
 6,602
 1,473
 2,153
 18,792
9,853
 5,658
 2,043
 4,133
 21,687
Other14,448
 
 
 
 14,448
22,711
 
 
 
 22,711
Total$152,865
 $84,382
 $33,324
 $42,905
 $313,476
$158,520

$85,571

$48,134

$43,068

$335,293
(1) 
No agreements have maturities greater than three years.


129Bank of America 20171482018







        
Class of Collateral Pledged
        
 Securities Sold Under Agreements to Repurchase 
Securities
Loaned
 Other Total
(Dollars in millions)December 31, 2018
U.S. government and agency securities$164,664
 $
 $
 $164,664
Corporate securities, trading loans and other11,400
 2,163
 287
 13,850
Equity securities14,090
 10,869
 19,572
 44,531
Non-U.S. sovereign debt81,329
 4,207
 47
 85,583
Mortgage trading loans and ABS5,131
 
 
 5,131
Total$276,614

$17,239

$19,906

$313,759
        
 December 31, 2017
U.S. government and agency securities$158,299
 $
 $409
 $158,708
Corporate securities, trading loans and other12,787
 2,669
 624
 16,080
Equity securities23,975
 13,523
 21,628
 59,126
Non-U.S. sovereign debt90,857
 5,495
 50
 96,402
Mortgage trading loans and ABS4,977
 
 
 4,977
Total$290,895

$21,687

$22,711

$335,293
        
Class of Collateral Pledged       
        
 Securities Sold Under Agreements to Repurchase Securities Loaned Other Total
(Dollars in millions)December 31, 2017
U.S. government and agency securities$158,299
 $
 $409
 $158,708
Corporate securities, trading loans and other12,787
 2,669
 624
 16,080
Equity securities23,975
 13,523
 21,628
 59,126
Non-U.S. sovereign debt90,857
 5,495
 50
 96,402
Mortgage trading loans and ABS4,977
 
 
 4,977
Total$290,895
 $21,687
 $22,711
 $335,293
        
 December 31, 2016
U.S. government and agency securities$153,184
 $
 $70
 $153,254
Corporate securities, trading loans and other11,086
 1,630
 127
 12,843
Equity securities24,007
 11,175
 14,196
 49,378
Non-U.S. sovereign debt84,171
 5,987
 55
 90,213
Mortgage trading loans and ABS7,788
 
 
 7,788
Total$280,236
 $18,792
 $14,448
 $313,476

TheUnder repurchase agreements, the Corporation is required to post collateral with a market value equal to or in excess of the principal amount borrowed under repurchase agreements.borrowed. For securities loaned transactions, the Corporation receives collateral in the form of cash, letters of credit or other securities. To determine whether the market value of the underlying collateral remains sufficient, collateral is generally valued daily, and the Corporation may be required to deposit
additional collateral or may receive or return collateral pledged when appropriate. Repurchase agreements and securities loaned transactions are generally either overnight, continuous (i.e., no stated term) or short-term. The Corporation manages liquidity risks relatedto these agreements by sourcingfundingfromadiverse
group of counterparties, providing a range of securities collateral and pursuing longer durations, when appropriate.
Restricted Cash
At December 31, 2018 and 2017, the Corporation held restricted cash included within cash and cash equivalents on the Consolidated Balance Sheet of $22.6 billion and $18.8 billion, predominantly related to cash held on deposit with the Federal Reserve Bank and non-U.S. central banks to meet reserve requirements and cash segregated in compliance with securities regulations.


149Bank of America 20172018 130




NOTE 11Long-term Debt
Long-term debt consists of borrowings having an original maturity of one year or more. The table below presents the balance of long-term debt at December 31, 20172018 and 2016,2017, and the related contractual rates and maturity dates as of December 31, 2017.2018.
       
December 31Weighted-average Rate December 31
(Dollars in millions)2017 2016 Interest Rates Maturity Dates 2018 2017
Notes issued by Bank of America Corporation 
  
  
  
Senior notes: 
  
  
  
Fixed, with a weighted-average rate of 3.64%, ranging from 0.39% to 8.40%, due 2018 to 2048$119,548
 $108,933
Floating, with a weighted-average rate of 1.54%, ranging from 0.04% to 6.13%, due 2018 to 204421,048
 13,164
Fixed3.39% 0.39 - 8.40% 2019 - 2049 $120,548
 $119,548
Floating2.09 0.06 - 7.26 2019 - 2044 25,574
 21,048
Senior structured notes(1)15,460
 17,049
 13,768
 15,460
Subordinated notes:       
Fixed, with a weighted-average rate of 4.90%, ranging from 2.94% to 8.57%, due 2018 to 204522,004
 26,047
Floating, with a weighted-average rate of 1.00%, ranging from 0.20% to 2.56%, due 2018 to 20264,058
 4,350
Junior subordinated notes (related to trust preferred securities):   
Fixed, with a weighted-average rate of 6.91%, ranging from 5.25% to 8.05%, due 2027 to 20673,282
 3,280
Floating, with a weighted-average rate of 2.13%, ranging from 1.91% to 2.60%, due 2027 to 2056553
 552
Fixed4.91 2.94 - 8.57 2019 - 2045 20,843
 22,004
Floating2.16 1.14 - 3.55 2019 - 2026 1,742
 4,058
Junior subordinated notes (2):
    
Fixed6.71 6.45 - 8.05 2027 - 2066 732
 3,282
Floating3.54 3.54 2056 1
 553
Total notes issued by Bank of America Corporation185,953
 173,375
 183,208
 185,953
Notes issued by Bank of America, N.A. 
  
  
  
Senior notes: 
  
  
  
Fixed, with a weighted-average rate of 1.78%, ranging from 0.02% to 2.05%, due in 20184,686
 5,936
Floating, with a weighted-average rate of 2.60%, ranging from 1.44% to 2.80%, due 2018 to 20411,033
 3,383
Subordinated notes:   
Fixed, with a rate of 6.00%, due in 20361,679
 4,424
Floating, with a rate of 1.33%, due in 20191
 598
Fixed 
 4,686
Floating2.96 2.90 - 2.96 2020 - 2041 1,770
 1,033
Subordinated notes6.00 6.00 2036 1,617
 1,679
Advances from Federal Home Loan Banks:       
Fixed, with a weighted-average rate of 5.22%, ranging from 0.01% to 7.72%, due 2018 to 2034146
 162
Floating, with a weighted-average rate of 1.42%, ranging from 1.35% to 1.60%, due 2018 to 20195,000
 
Securitizations and other BANA VIEs (1)
8,641
 9,164
Fixed5.10 0.01 - 7.72 2019 - 2034 130
 146
Floating2.49 2.24 - 2.80 2019 - 2020 14,751
 5,000
Securitizations and other BANA VIEs (3)
 10,326
 8,641
Other432
 3,084
 442
 433
Total notes issued by Bank of America, N.A.21,618
 26,751
 29,036
 21,618
Other debt 
  
  
  
Structured liabilities18,574
 15,171
 16,478
 18,574
Nonbank VIEs (1)
1,232
 1,482
Nonbank VIEs (3)
 618
 1,232
Other25
 44
 
 25
Total other debt19,831
 16,697
 17,096
 19,831
Total long-term debt$227,402
 $216,823
 $229,340
 $227,402
(1) 
Includes total loss-absorbing capacity compliant debt.
(2)
Includes amounts related to trust preferred securities. For additional information, see Trust Preferred Securities in this Note.
(3)
Represents the total long-term debt included in the liabilities of consolidated VIEs on the Consolidated Balance Sheet.
Bank of America Corporation and Bank of America, N.A. maintain various U.S. and non-U.S. debt programs to offer both senior and subordinated notes. The notes may be denominated in U.S. dollars or foreign currencies. At December 31, 20172018 and 2016,2017, the amount of foreign currency-denominated debt translated into U.S. dollars included in total long-term debt was $51.8$48.6 billion and $44.7$51.8 billion. Foreign currency contracts may be used to convert certain foreign currency-denominated debt into U.S. dollars.
At December 31, 2017,2018, long-term debt of consolidated VIEs in the table above included debt from credit card home equity and all other VIEs of $8.6$10.3 billion $76 million and $1.2 billion, respectively.$623 million. Long-term debt of VIEs is collateralized by the assets of the VIEs. For moreadditional information, see Note 67 – Securitizations and Other Variable Interest Entities.
The weighted-average effective interest rates for total long-term debt (excluding senior structured notes), total fixed-rate debt and total floating-rate debt were 3.29 percent, 3.66 percent and 2.26 percent, respectively, at December 31, 2018, and 3.44 percent, 3.87 percent and 1.49 percent, respectively, at December 31, 2017, and 3.80 percent, 4.36 percent and 1.52 percent, respectively, at December 31, 2016.2017. The Corporation’s ALM activities maintain an overall interest rate risk management strategy that incorporates the use of interest rate contracts to manage fluctuations in earnings that are caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity so that movements in interest rates do not significantly adversely affect earnings and capital.
The weighted-average rates are the contractual interest rates on the debt and do not reflect the impacts of derivative transactions.
Certain senior structured notes and structured liabilities are accounted for under the fair value option. For more information on these notes, see Note 21 – Fair Value Option.
Debt outstanding of $2.7$3.8 billion at December 31, 20172018 was issued by BofA Finance LLC, a 100 percent owned finance subsidiary of Bank of America Corporation, the parent company, and is fully and unconditionally guaranteed by the parent company.
During 2018, the Corporation had total long-term debt maturities and redemptions in the aggregate of $53.3 billion consisting of $29.8 billion for Bank of America Corporation, $11.2 billion for Bank of America, N.A. and $12.3 billion of other debt. During 2017, the Corporation had total long-term debt maturities and redemptions in the aggregate of $48.8 billion consisting of $29.1 billion for Bank of America Corporation, $13.3 billion for Bank of America, N.A. and $6.4 billion of other debt.
The following table shows the carrying value for aggregate annual contractual maturities of long-term debt as of December 31, 2017.2018. Included in the table are certain structured notes issued by the Corporation that contain provisions whereby the borrowings are redeemable at the option of the holder (put options) at specified dates prior to maturity. Other structured notes have coupon or repayment terms linked to the performance of debt or equity securities, indices, currencies or commodities, and the maturity may be accelerated based on the value of a referenced index or security. In both cases, the Corporation or a subsidiary may be required to settle the obligation for cash or other securities prior to the contractual maturity date. These borrowings are reflected in the table as maturing at their contractual maturity date.
During 2017, the Corporation had total long-term debt maturities and redemptions in the aggregate of $48.8 billion consisting of $29.1 billion for Bank of America Corporation, $13.3 billion for Bank of America, N.A. and $6.4 billion of other debt. During 2016, the Corporation had total long-term debt maturities and redemptions in the aggregate of $51.6 billion consisting of


131Bank of America 20171502018






$30.6 billion for Bank of America Corporation, $11.6 billion for Bank of America, N.A. and $9.4 billion of other debt.
In December 2017, pursuant to a private offering, the Corporation exchanged $11.0 billion of outstanding long-term debt for new fixed/floating-rate senior notes, subject to certain terms and conditions. Based on the attributes of the exchange transactions, the newly issued securities are not considered
substantially different,for accounting purposes, from the exchanged securities. Therefore, there was no impact to the Corporation’s results of operations as any amounts paid to debt holders were capitalized, and the premiums or discounts on the outstanding long-term debt were carried over to the new securities and will be amortized over their contractual lives using a revised effective interest rate.

                            
Long-term Debt by Maturity
                            
(Dollars in millions)(Dollars in millions)2018 2019 2020 2021 2022 Thereafter Total(Dollars in millions)2019 2020 2021 2022 2023 Thereafter Total
Bank of America CorporationBank of America Corporation             Bank of America Corporation             
Senior notesSenior notes$19,577
 $15,115
 $10,580
 $16,196
 $9,691
 $69,437
 $140,596
Senior notes$14,831
 $10,308
 $15,883
 $14,882
 $22,570
 $67,648
 $146,122
Senior structured notesSenior structured notes2,749
 1,486
 950
 437
 2,017
 7,821
 15,460
Senior structured notes1,337
 875
 482
 1,914
 323
 8,837
 13,768
Subordinated notesSubordinated notes2,973
 1,552
 
 375
 476
 20,686
 26,062
Subordinated notes1,501
 
 346
 364
 
 20,374
 22,585
Junior subordinated notesJunior subordinated notes
 
 
 
 
 3,835
 3,835
Junior subordinated notes
 
 
 
 
 733
 733
Total Bank of America CorporationTotal Bank of America Corporation25,299
 18,153
 11,530
 17,008
 12,184
 101,779
 185,953
Total Bank of America Corporation17,669
 11,183
 16,711
 17,160
 22,893
 97,592
 183,208
Bank of America, N.A.Bank of America, N.A.

            Bank of America, N.A.             
Senior notesSenior notes5,699
 
 
 
 
 20
 5,719
Senior notes
 1,750
 
 
 
 20
 1,770
Subordinated notesSubordinated notes
 1
 
 
 
 1,679
 1,680
Subordinated notes
 
 
 
 
 1,617
 1,617
Advances from Federal Home Loan BanksAdvances from Federal Home Loan Banks3,009
 2,013
 11
 2
 3
 108
 5,146
Advances from Federal Home Loan Banks11,762
 3,010
 2
 3
 1
 103
 14,881
Securitizations and other Bank VIEs (1)
Securitizations and other Bank VIEs (1)
2,300
 3,200
 3,098
 
 
 43
 8,641
Securitizations and other Bank VIEs (1)
3,200
 3,100
 4,022
 
 
 4
 10,326
OtherOther51
 194
 15
 
 9
 163
 432
Other224
 83
 
 2
 133
 
 442
Total Bank of America, N.A.Total Bank of America, N.A.11,059
 5,408
 3,124
 2
 12
 2,013
 21,618
Total Bank of America, N.A.15,186
 7,943
 4,024
 5
 134
 1,744
 29,036
Other debtOther debt             Other debt             
Structured liabilitiesStructured liabilities5,677
 2,340
 1,545
 870
 803
 7,339
 18,574
Structured liabilities5,085
 2,712
 1,112
 558
 830
 6,181
 16,478
Nonbank VIEs (1)
Nonbank VIEs (1)
22
 45
 
 
 
 1,165
 1,232
Nonbank VIEs (1)
35
 
 
 
 23
 560
 618
Other
 
 
 
 
 25
 25
Total other debtTotal other debt5,699
 2,385
 1,545
 870
 803
 8,529
 19,831
Total other debt5,120
 2,712
 1,112
 558
 853
 6,741
 17,096
Total long-term debtTotal long-term debt$42,057
 $25,946
 $16,199
 $17,880
 $12,999
 $112,321
 $227,402
Total long-term debt$37,975
 $21,838
 $21,847
 $17,723
 $23,880
 $106,077
 $229,340
(1)  
Represents the total long-term debt included in the liabilities of consolidated VIEs on the Consolidated Balance Sheet.
Trust Preferred and Hybrid Securities
Trust preferred securities (Trust Securities) are primarily issued by trust companies (the Trusts) that are not consolidated. These Trust Securities are mandatorily redeemable preferred security obligations of the Trusts. The sole assets of the Trusts generally are junior subordinated deferrable interest notes of the Corporation or its subsidiaries (the Notes). The Trusts generally are 100 percent-ownedpercent owned finance subsidiaries of the Corporation. Obligations associated with the Notes are included in the long-term debt table on page 150.
Certain of the Trust Securities were issued at a discount and may be redeemed prior to maturity at the option of the Corporation. The Trusts generally have invested the proceeds of such Trust Securities in the Notes. Each issue of the Notes has an interest rate equal to the corresponding Trust Securities distribution rate. The Corporation has the right to defer payment of interest on the Notes at any time or from time to time for a period not exceeding five years provided that no extension period may extend beyond the stated maturity of the relevant Notes. During any such
extension period, distributions on the Trust Securities will also be deferred, and the Corporation’s ability to pay dividends on its common and preferred stock will be restricted.
The Trust Securities generally are subject to mandatory redemption upon repayment of the related Notes at their stated maturity dates or their earlier redemption at a redemption price equal to their liquidation amount plus accrued distributions to the date fixed for redemption and the premium, if any, paid by the Corporation upon concurrent repayment of the related Notes.
Periodic cash payments and payments upon liquidation or redemption with respect to Trust Securities are guaranteed by the Corporation or its subsidiaries to the extent of funds held by the Trusts (the Preferred Securities Guarantee). The Preferred Securities Guarantee, when taken together with the Corporation’s other obligations including its obligations under the Notes, generally will constitute a full and unconditional guarantee, on a subordinated basis, by the Corporation of payments due on the Trust Securities.



151Bank of America 2017



TheDuring 2018, the Corporation redeemed Trust Securities Summary table details the outstanding Trust Securities and the related Notes previously issued which remained outstanding atof 11 Trusts with a carrying value of $3.1 billion. At December 31, 2017.2018, the Corporation had one remaining floating-rate junior subordinated note held in trust.
            
Trust Securities Summary        
(Dollars in millions)

           
            
IssuerIssuance Date Aggregate Principal Amount of Trust Securities Aggregate Principal Amount of the Notes
Stated Maturity
of the Trust Securities
Per Annum Interest
Rate of the Notes
 
Interest Payment
Dates
 Redemption Period
   December 31, 2017      
Bank of America   
  
  
    
Capital Trust VIMarch 2005 $27
 $27
March 20355.63% Semi-Annual Any time
Capital Trust VII (1)
August 2005 6
 6
August 20355.25
 Semi-Annual Any time
Capital Trust XIMay 2006 658
 678
May 20366.63
 Semi-Annual Any time
Capital Trust XVMay 2007 1
 1
June 20563-mo. LIBOR + 80 bps
 Quarterly On or after 6/01/37
NationsBank   
  
  
    
Capital Trust IIIFebruary 1997 131
 135
January 20273-mo. LIBOR + 55 bps
 Quarterly On or after 1/15/07
BankAmerica   
    
    
Capital IIIJanuary 1997 103
 105
January 20273-mo. LIBOR + 57 bps
 Quarterly On or after 1/15/02
Fleet   
  
  
    
Capital Trust VDecember 1998 79
 82
December 20283-mo. LIBOR + 100 bps
 Quarterly On or after 12/18/03
BankBoston   
    
    
Capital Trust IIIJune 1997 53
 55
June 20273-mo. LIBOR + 75 bps
 Quarterly On or after 6/15/07
Capital Trust IVJune 1998 102
 106
June 20283-mo. LIBOR + 60 bps
 Quarterly On or after 6/08/03
MBNA   
    
    
Capital Trust BJanuary 1997 70
 73
February 20273-mo. LIBOR + 80 bps
 Quarterly On or after 2/01/07
Countrywide   
    
    
Capital IIIJune 1997 200
 206
June 20278.05
 Semi-Annual Only under special event
Capital VNovember 2006 1,495
 1,496
November 20367.00
 Quarterly On or after 11/01/11
Merrill Lynch   
    
    
Capital Trust IDecember 2006 1,050
 1,051
December 20666.45
 Quarterly On or after 12/11
Capital Trust IIIAugust 2007 750
 751
September 20677.375
 Quarterly On or after 9/12
Total  $4,725
 $4,772
  
    
(1)
Notes are denominated in British pound. Presentation currency is U.S. dollar.

NOTE 12 Commitments and Contingencies
In the normal course of business, the Corporation enters into a number of off-balance sheet commitments. These commitments expose the Corporation to varying degrees of credit and market risk and are subject to the same credit and market risk limitation reviews as those instruments recorded on the Consolidated Balance Sheet.
Credit Extension Commitments
The Corporation enters into commitments to extend credit such as loan commitments, SBLCs and commercial letters of credit to meet the financing needs of its customers. The following table includes the notional amount of unfunded legally binding lending commitments net of amounts distributed (e.g.(i.e., syndicated or participated) to other financial institutions. The distributed amounts were $10.7 billion and $11.0 billion and $12.1 billion at December 31, 20172018 and 2016.2017. At December 31, 2017,2018, the carrying value of
these commitments, excluding commitments accounted for under the fair value option, was $793813 million, including deferred revenue of $16$16 million and a reserve for unfunded lending commitments of $777 million.$797 million. At December 31, 2016,2017, the comparable amounts were $779793 million, $1716 million and $762777 million, respectively. The carrying value of these commitments is classified in accrued expenses and other liabilities on the Consolidated Balance Sheet.
The following table also includes the notional amount of commitments of $4.8 billion and $7.0 billion at December 31, 2017 and 2016 that are accounted for under the fair value option. However, the following table excludes cumulative net fair value of $120 million and $173 million on these commitments, which is classified in accrued expenses and other liabilities. For more information regarding the Corporation’s loan commitments accounted for under the fair value option, see Note 21 – Fair Value Option.

Bank of America 2017152


          
Credit Extension Commitments         
  
 Expire in One
Year or Less
 Expire After One
Year Through
Three Years
 Expire After Three Years Through Five Years Expire After Five
Years
 Total
(Dollars in millions)December 31, 2017
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$85,804
 $140,942
 $147,043
 $21,342
 $395,131
Home equity lines of credit6,172
 4,457
 2,288
 31,250
 44,167
Standby letters of credit and financial guarantees (1)
19,976
 11,261
 3,420
 1,144
 35,801
Letters of credit1,291
 117
 129
 87
 1,624
Legally binding commitments113,243
 156,777
 152,880
 53,823
 476,723
Credit card lines (2)
362,030
 
 
 
 362,030
Total credit extension commitments$475,273
 $156,777
 $152,880
 $53,823
 $838,753
          
 December 31, 2016
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$82,609
 $133,063
 $152,854
 $22,129
 $390,655
Home equity lines of credit8,806
 10,701
 2,644
 25,050
 47,201
Standby letters of credit and financial guarantees (1)
19,165
 10,754
 3,225
 1,027
 34,171
Letters of credit1,285
 103
 114
 53
 1,555
Legally binding commitments111,865
 154,621
 158,837
 48,259
 473,582
Credit card lines (2)
377,773
 
 
 
 377,773
Total credit extension commitments$489,638
 $154,621
 $158,837
 $48,259
 $851,355
(1)
The notional amounts of SBLCs and financial guarantees classified as investment grade and non-investment grade based on the credit quality of the underlying reference name within the instrument were $27.3 billion and $8.1 billion at December 31, 2017, and $25.5 billion and $8.3 billion at December 31, 2016. Amounts in the table include consumer SBLCs of $421 million and $376 million at December 31, 2017 and 2016.
(2)
Includes business card unused lines of credit.
Legally binding commitments to extend credit generally have specified rates and maturities. Certain of these commitments have adverse change clauses that help to protect the Corporation against deterioration in the borrower’s ability to pay.
The table below also includes the notional amount of commitments of $3.1 billion and $4.8 billion at December 31, 2018 and 2017 that are accounted for under the fair value option. However, the following table excludes cumulative net fair value of $169 millionand $120 million at December 31, 2018 and 2017 on these commitments, which is classified in accrued expenses and other liabilities. For more information regarding the Corporation’s loan commitments accounted for under the fair value option, see Note 21 – Fair Value Option.

Bank of America 2018 132


          
Credit Extension Commitments         
  
 Expire in One
Year or Less
 Expire After One
Year Through
Three Years
 
Expire After Three Years Through
Five Years
 
Expire After
Five Years
 Total
(Dollars in millions)December 31, 2018
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$84,910
 $142,271
 $155,298
 $22,683
 $405,162
Home equity lines of credit2,578
 2,249
 3,530
 34,702
 43,059
Standby letters of credit and financial guarantees (1)
22,571
 9,702
 2,457
 1,074
 35,804
Letters of credit (2)
1,168
 84
 69
 57
 1,378
Legally binding commitments111,227
 154,306
 161,354
 58,516
 485,403
Credit card lines (3)
371,658
 
 
 
 371,658
Total credit extension commitments$482,885
 $154,306
 $161,354
 $58,516
 $857,061
          
 December 31, 2017
Notional amount of credit extension commitments 
  
  
  
  
Loan commitments$85,804
 $140,942
 $147,043
 $21,342
 $395,131
Home equity lines of credit6,172
 4,457
 2,288
 31,250
 44,167
Standby letters of credit and financial guarantees (1)
19,976
 11,261
 3,420
 1,144
 35,801
Letters of credit1,291
 117
 129
 87
 1,624
Legally binding commitments113,243
 156,777
 152,880
 53,823
 476,723
Credit card lines (3)
362,030
 
 
 
 362,030
Total credit extension commitments$475,273
 $156,777
 $152,880
 $53,823
 $838,753
(1)
The notional amounts of SBLCs and financial guarantees classified as investment grade and non-investment grade based on the credit quality of the underlying reference name within the instrument were $28.3 billion and $7.1 billion at December 31, 2018, and $27.3 billion and $8.1 billion at December 31, 2017. Amounts in the table include consumer SBLCs of $372 million and $421 million at December 31, 2018 and 2017.
(2)
At December 31, 2018, included letters of credit of $422 million related to certain liquidity commitments of VIEs. For additional information, see .
(3)
Includes business card unused lines of credit.
Other Commitments
At December 31, 20172018 and 2016,2017, the Corporation had commitments to purchase loans (e.g., residential mortgage and commercial real estate) of $344$329 million and $767 million, and commitments to purchase commercial loans of $994 million and $636$344 million, which upon settlement will be included in loans or LHFS.LHFS, and commitments to purchase commercial loans of $463 million and $994 million, which upon settlement will be included in trading account assets.
At December 31, 20172018 and 2016,2017, the Corporation had commitments to purchase commodities, primarily liquefied natural gas, of $1.5$1.3 billion and $1.9$1.5 billion, which upon settlement will be included in trading account assets.
At December 31, 20172018 and 2016,2017, the Corporation had commitments to enter into resale and forward-dated resale and securities borrowing agreements of $56.8$59.7 billion and $48.9$56.8 billion, and commitments to enter into forward-dated repurchase and securities lending agreements of $34.3$21.2 billion and $24.4$34.3 billion. These commitments expire primarily within the next 12 months.
The Corporation has entered into agreements to purchase retail automobile loans from certain auto loan originators. These agreements provide for stated purchase amountsAt both December 31, 2018 and contain cancellation provisions that allow2017, the Corporation to terminate its commitment to purchase at any time, with a minimum notification period. At December 31, 2017 and 2016, the Corporation’s maximum purchase commitment was $345 million and $475 million. In addition, the Corporation hashad a commitment to originate or purchase up to $3.0 billion, on a rolling 12-month basis, of auto loans and leases up to $3.0 billion from a strategic partner during 2018.partner. This commitment extends through November 2022 and can be terminated with 12 months prior notice.
The Corporation is a party to operating leases for certain of its premises and equipment. Commitments under these leases are approximately $2.3$2.4 billion,, $2.1 $2.2 billion,, $1.9 $2.0 billion,, $1.7 $1.7 billion
and $1.4$1.3 billion for 20182019 and the years through 2022,2023, respectively, and $5.1$6.2 billion in the aggregate for all years thereafter.
Other Guarantees
Bank-owned Life Insurance Book Value Protection
The Corporation sells products that offer book value protection to insurance carriers who offer group life insurance policies to corporations, primarily banks. At December 31, 20172018 and 2016,2017, the notional amount of these guarantees which is recorded as derivatives totaled $10.4$9.8 billion and $13.9
$10.4 billion. At December 31, 20172018 and 2016,2017, the Corporation’s maximum exposure related to these guarantees totaled $1.6$1.5 billion and $3.2$1.6 billion, with estimated maturity dates between 2033 and 2039. The net fair value including the fee receivable associated with these guarantees was $3 million and $4 million at December 31, 2017 and 2016, and reflects the probability of surrender as well as the multiple structural protection features in the contracts.
Indemnifications
In the ordinary course of business, the Corporation enters into various agreements that contain indemnifications, such as tax indemnifications, whereupon payment may become due if certain external events occur, such as a change in tax law. The indemnification clauses are often standard contractual terms and were entered into in the normal course of business based on an assessment that the risk of loss would be remote. These agreements typically contain an early termination clause that permits the Corporation to exit the agreement upon these events. The maximum potential future payment under indemnification agreements is difficult to assess for several reasons, including the occurrence of an external event, the inability to predict future changes in tax and other laws, the difficulty in determining how such laws would apply to parties in contracts, the absence of exposure limits contained in standard contract language and the timing of any early termination clauses. Historically, any payments made under these guarantees have been de minimis. The

153Bank of America 2017



Corporation has assessed the probability of making such payments in the future as remote.
Merchant Services
In accordance with credit and debit card association rules, the Corporation sponsors merchant processing servicers that process credit and debit card transactions on behalf of various merchants. In connection with these services, a liability may arise in the event of a billing dispute between the merchant and a cardholder that is ultimately resolved in the cardholder’s favor. If the merchant defaults on its obligation to reimburse the cardholder, the cardholder, through its issuing bank, generally has until six months after the date of the transaction to present a chargeback to the merchant processor, which is primarily liable for any losses on covered transactions. However, if the merchant processor fails to meet its obligation to reimburse the cardholder for disputed transactions, then the Corporation, as the sponsor, could be held liable for the disputed amount. In 20172018 and 2016,2017, the sponsored entities processed and settled $812.2$874.3 billion and $731.4$812.2 billion of transactions and recorded losses of $28$31 million and $33$28 million. A significant portion of this activity was processed by a joint venture in which the Corporation holds

133Bank of America 2018






a 49 percent ownership, which is recorded in other assets on the Consolidated Balance Sheet and in All Other. At both December 31, 2017 and 2016, the ownership. The carrying value of the Corporation’s investment in the merchant services joint venture was $2.8 billion and $2.9 billion.
As ofbillion at December 31, 2018 and 2017, and 2016,is recorded in other assets on the Consolidated Balance Sheet and in All Other.
At December 31, 2018 and 2017, the maximum potential exposure for sponsored transactions totaled $348.1 billion and $346.4 billion and $325.7 billion. However, the Corporation believes that the maximum potential exposure is not representative of the actual potential loss exposure and does not expect to make material payments in connection with these guarantees.
Exchange and Clearing House Member Guarantees
The Corporation is a member of various securities and derivative exchanges and clearinghouses, both in the U.S. and other countries. As a member, the Corporation may be required to pay a pro-rata share of the losses incurred by some of these organizations as a result of another member default and under other loss scenarios. The Corporation’s potential obligations may be limited to its membership interests in such exchanges and clearinghouses, to the amount (or multiple) of the Corporation’s contribution to the guarantee fund or, in limited instances, to the full pro-rata share of the residual losses after applying the guarantee fund. The Corporation’s maximum potential exposure under these membership agreements is difficult to estimate; however, the potential forCorporation has assessed the Corporation to be required to make theseprobability of making any such payments isas remote.
Prime Brokerage and Securities Clearing Services
In connection with its prime brokerage and clearing businesses, the Corporation performs securities clearance and settlement services with other brokerage firms and clearinghouses on behalf of its clients. Under these arrangements, the Corporation stands ready to meet the obligations of its clients with respect to securities transactions. The Corporation’s obligations in this respect are secured by the assets in the clients’ accounts and the accounts of their customers as well as by any proceeds received from the transactions cleared and settled by the firm on behalf of clients or their customers. The Corporation’s maximum potential exposure
under these arrangements is difficult to estimate; however, the potential for the Corporation to incur material losses pursuant to these arrangements is remote.
Other Guarantees
The Corporation has entered into additional guarantee agreements and commitments, including sold risk participation swaps, liquidity facilities, lease-end obligation agreements, partial credit guarantees on certain leases, real estate joint venture guarantees, divested business commitments and sold put options that require gross settlement. The maximum potential future payment under these agreements was approximately $5.9$5.9 billion and $6.7 billion at both December 31, 20172018 and 2016.2017. The estimated maturity dates of these obligations extend up to 2040. The Corporation has made no material payments under these guarantees. For more information on maximum potential future payments under VIE-related liquidity commitments at December 31, 2018, see Note 7 – Securitizations and Other Variable Interest Entities.
In the normal course of business, the Corporation periodically guarantees the obligations of its affiliates in a variety of transactions including ISDA-related transactions and non-ISDA related transactions such as commodities trading, repurchase agreements, prime brokerage agreements and other transactions.
Payment Protection Insurance Claims Matter
On June 1, 2017, the Corporation sold its non-U.S. consumer credit card business. Included in the calculation of the gain on sale, the
Corporation recorded an obligation to indemnify the purchaser for substantially all PPIpayment protection insurance exposure above reserves assumed by the purchaser.
Representations and Warranties Obligations and Corporate Guarantees
The Corporation securitizes first-lien residential mortgage loans generally in the form of RMBS guaranteed by the GSEs or by GNMA in the case of FHA-insured, VA-guaranteed and Rural Housing Service-guaranteed mortgage loans, and sells pools of first-lien residential mortgage loans in the form of whole loans. In addition, in prior years, legacy companies and certain subsidiaries sold pools of first-lien residential mortgage loans and home equity loans as private-label securitizations or in the form of whole loans. In connection with these transactions, the Corporation or certain of its subsidiaries or legacy companies make and have made various representations and warranties. Breaches of these representations and warranties have resulted in and may continue to result in the requirement to repurchase mortgage loans or to otherwise make whole or provide indemnification or other remedies to sponsors, investors, securitization trusts, guarantors, insurers or other parties (collectively, repurchases).
Unresolved Repurchase Claims
Unresolved representations and warranties repurchase claims represent the notional amount of repurchase claims made by counterparties, typically the outstanding principal balance or the unpaid principal balance at the time of default. In the case of first-lien mortgages, the claim amount is often significantly greater than the expected loss amount due to the benefit of collateral and, in some cases, mortgage insurance or mortgage guarantee payments. Claims received from a counterparty remain outstanding until the underlying loan is repurchased, the claim is rescinded by the counterparty, the Corporation determines that the applicable statute of limitations has expired, or representations and warranties claims with respect to the applicable trust are settled, and fully and finally released.
The notional amount of unresolved repurchase claims at December 31, 2018 and 2017 was $14.4 billion and $17.6 billion. This balance included $6.2 billion and $6.9 billion of claims related to loans in specific private-label securitization groups or tranches where the Corporation owns substantially all of the outstanding securities or will otherwise realize the benefit of any repurchase claims paid. The balance also includes $1.5 billion of repurchase claims related to a single monoline insurer and is the subject of litigation.
During 2018, the Corporation received $283 million in new repurchase claims, including $201 million in claims that were deemed time-barred. During 2018, $3.5 billion in claims were resolved, including $2.2 billion of claims that were deemed time-barred and $1.1 billion related to settlements. Although the pace of new claims has declined, it is possible the Corporation will receive additional claims or file requests in the future.
Reserve and Related Provision
The reserve for representations and warranties obligations and corporate guarantees at December 31, 2018 and 2017 was $2.0 billion and $1.9 billion and is included in accrued expenses and other liabilities on the Consolidated Balance Sheet and the related provision is included in other income in the Consolidated Statement of Income. The representations and warranties reserve represents the Corporation’s best estimate of probable incurred losses. This reserve considers a number of provisional settlements with sponsors, investors and trustees, some of which

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are subject to trustee approval processes, which may include court proceedings. Future representations and warranties losses may occur in excess of the amounts recorded for these exposures; however, the Corporation does not expect such amounts to be material. Future provisions for representations and warranties may be significantly impacted if actual experiences are different from the Corporation’s assumptions in predictive models. The Corporation has combined the range of reasonably possible losses that are in excess of the representations and warranties reserve with the litigation range of possible loss in excess of litigation reserves, as discussed in Litigation and Regulatory Matters in this Note. This is consistent with the reduction in outstanding representations and warranties exposure in comparison to prior periods resulting from the resolution of prior matters along with changes in the Corporation’s business model. 
The reserve for representations and warranties exposures does not consider certain losses related to servicing, including foreclosure and related costs, fraud, indemnity, or claims (including for RMBS) related to securities law or monoline insurance litigation. Losses with respect to one or more of these matters could be material to the Corporation’s results of operations or liquidity for any particular reporting period.
Litigation and Regulatory Matters
In the ordinary course of business, the Corporation and its subsidiaries are routinely defendants in or parties to many pending and threatened legal, regulatory and governmental actions and proceedings.
In view of the inherent difficulty of predicting the outcome of such matters, particularly where the claimants seek very large or indeterminate damages or where the matters present novel legal theories or involve a large number of parties, the Corporation generally cannot predict what the eventual outcome of the pending matters, will be, what the timing of the ultimate resolution of these matters, will be, or what the eventual loss, fines or penalties related to each pending matter may be.matter.
In accordance with applicable accounting guidance, the Corporation establishes an accrued liability when those matters present loss contingencies that are both probable and estimable. In such cases, there may be an exposure to loss in excess of any amounts accrued. As a matter develops, the Corporation, in conjunction with any outside counsel handling the matter, evaluates on an ongoing basis whether such matter presents a loss contingency that is probable and estimable. Once the loss contingency is deemed to be both probable and estimable, the Corporation will establish an accrued liability and record a corresponding amount of litigation-related expense. The Corporation continues to monitor the matter for further developments that could affect the amount of the accrued liability that has been previously established. Excluding expenses of internal and external legal service providers, litigation-related expense of $469 million and $753 million was recognized for 2017 compared to $1.2 billion for 2016.in 2018 and 2017.


Bank of America 2017154


For a limited number of the matters disclosed in this Note for which a loss, whether in excess of a related accrued liability or where there is no accrued liability, is reasonably possible in future periods, the Corporation is able to estimate a range of possible loss. In determining whether it is possible to estimate a range of possible loss, the Corporation reviews and evaluates its matters on an ongoing basis, in conjunction with any outside counsel handling the matter, in light of potentially relevant factual and legal developments. InWith respect to the matters disclosed in this Note, in cases in which the Corporation possesses sufficient appropriate information to estimate a range of possible loss, that estimate is aggregated and disclosed below. There may be other disclosed matters for which a loss is probable or reasonably possible but
such an estimate of the range of possible loss may not be possible. For thosesuch matters disclosed in this Note, where an estimate of the range of possible loss is possible, as well as for representations and warranties exposures, management currently estimates the aggregate range of reasonably possible loss for these exposures is $0 to $1.3$1.9 billion in excess of the accrued liability, (if any) related to those matters.if any. This estimated range of possible loss is based upon currently available information and is subject to significant judgment and a variety of assumptions and known and unknown uncertainties. The matters underlying the estimated range will change from time to time, and actual results may vary significantly from the current estimate. Therefore, this estimated range of possible loss represents what the Corporation believes to be an estimate of possible loss only for certain matters meeting these criteria. It does not represent the Corporation’s maximum loss exposure.
Information is provided below regarding the nature of all of thesethe litigation contingencies and, where specified, the amount of the claim associated with these loss contingencies. Based on current knowledge, management does not believe that loss contingencies arising from pending matters, including the matters described herein, will have a material adverse effect on the consolidated financial position or liquidity of the Corporation. However, in light of the inherent uncertainties involved in these matters, some of which are beyond the Corporation’s control, and the very large or indeterminate damages sought in some of these matters, an adverse outcome in one or more of these matters could be material to the Corporation’s results of operations or liquidity for any particular reporting period.
Ambac Bond Insurance Litigation
Ambac Assurance Corporation and the Segregated Account of Ambac Assurance Corporation (together, Ambac) have filed fivefour separate lawsuits against the Corporation and its subsidiaries relating to bond insurance policies Ambac provided on certain securitized pools of HELOCs, first-lien subprime home equity loans, fixed-rate second-lien mortgage loans and negative amortization pay option adjustable-rate mortgage loans. Ambac alleges that they have paid or will pay claims as a result of defaults in the underlying loans and assertasserts that the defendants misrepresented the characteristics of the underlying loans and/or breached certain contractual representations and warranties regarding the underwriting and servicing of the loans. In those actions where the Corporation is named as a defendant, Ambac contends the Corporation is liable on various successor and vicarious liability theories.
Ambac v. Countrywide I
The Corporation, Countrywide and other Countrywide entities are named as defendants in an action filed on September 29,28, 2010 in New York Supreme Court. Ambac asserts claims for fraudulent inducement as well as breach of contract and seeks damages in excess of $2.2 billion, plus unspecified punitive damages.
On May 16, 2017, the First Department issued its decisiondecisions on the parties’ cross-appeals of the trial court’s October 22, 2015 summary judgment rulings. Among other things,Ambac appealed the First Department reversed on the applicability of New York insurance lawDepartment’s rulings requiring Ambac to Ambac’s common-law fraud claim, ruling that Ambac must prove all of the elements of its fraudulent inducement claim, including justifiable reliance and loss causation; reversed as torestricting Ambac’s sole remedy for its breach of contract claims finding that Ambac’s sole remedy isto the repurchase protocol of cure, repurchasesrepurchase or substitution of any materially defective loan; affirmed the trial court’s ruling that Ambac’s compensatory damages claim was an impermissible request for rescissory damages; reversed the dismissal of Ambac’s claim for reimbursement of claims payments, but affirmed the dismissal ofand dismissing Ambac’s claim for reimbursements of attorneys’ fees; and reversed as tofees. On June 27, 2018, the meaningNew York Court of specific representations and warranties, ruling that disputed issues of fact precluded summary judgment. On July 25, 2017,Appeals affirmed the First Department granted Ambac’s motion for leave to appeal to the Court of Appeals. That appeal is pending. rulings that Ambac appealed.

135Bank of America 2018






Ambac v. Countrywide II
On December 30, 2014, Ambac filed a complaint in New York Supreme Court against the same defendants, claiming fraudulent inducement against Countrywide, and successor and vicarious liability against the Corporation. Ambac claimsseeks damages in excess of $600 million, plus punitive damages. On December 19, 2016, the Court granted in part and denied in part Countrywide’s motion to dismiss the complaint.
Ambac v. Countrywide III
On December 30, 2014, Ambac filed an action in Wisconsin state court against Countrywide. The complaint seeks damages in excess of $350 million plus punitive damages. Countrywide has challenged the Wisconsin courts’ jurisdiction over it. Following a ruling by the lower court that jurisdiction did not exist, the Wisconsin Court of Appeals reversed. On June 30, 2017, the Wisconsin Supreme Court reversed the decision of the Wisconsin Court of Appeals and held that Countrywide did not consent to the jurisdiction of the Wisconsin courts and remanded the case to the Court of Appeals for further consideration of whether specific jurisdiction exists. On December 14, 2017, the Wisconsin Court of Appeals ruled that specific jurisdiction over Countrywide does not exist for this matter. On January 16, 2018, Ambac asked the Wisconsin Supreme Court to review the decision of the Court of Appeals.

155Bank of America 2017



Ambac v. Countrywide IV
On July 21, 2015, Ambac filed an action in New York Supreme Court against Countrywide asserting the same claims for fraudulent inducement that Ambac asserted in the now-dismissedAmbac v. Countrywide III. Ambac simultaneously moved to stay the action pending resolutionThe complaint seeks damages in excess of its appeal in Ambac v. Countrywide III. Countrywide moved to dismiss the complaint. On September 20, 2016, the Court granted Ambac’s motion to stay the action pending resolution of Ambac v. Countrywide III.$350 million, plus punitive damages.
Ambac v. First Franklin
On April 16, 2012, Ambac filed an action against BANA, First Franklin and various Merrill Lynch entities, including Merrill Lynch, Pierce, Fenner & Smith Incorporated (MLPF&S), in New York Supreme Court relating to guaranty insurance Ambac provided on a First Franklin securitization sponsored by Merrill Lynch. The complaint alleges fraudulent inducement and breach of contract, including breach of contract claims against BANA based upon its servicing of the loans in the securitization. The complaint alleges that Ambac has paidseeks as damages hundreds of millions of dollars in claims and has accrued and continues to accrue tens of millions of dollars in additional claims.that Ambac seeks as damages the total claimsalleges it has paid and its projected future claims payment obligations, as well as specific performance of defendants’ contractual repurchase obligations.
ATM Access Fee Litigation
On January 10, 2012, a putative consumer class action was filedor will pay in U.S. District Court for the District of Columbia against Visa, Inc., MasterCard, Inc. and several financial institutions, including the Corporation and BANA alleging that surcharges paid at financial institution ATMs are artificially inflated by Visa and MasterCard rules and regulations. The network rules are alleged to be the product of a conspiracy between Visa, MasterCard and financial institutions in violation of Section 1 of the Sherman Act. Plaintiffs seek compensatory and treble damages and injunctive relief.
On February 13, 2013, the District Court granted defendants’ motion to dismiss. On August 4, 2015, the U.S. Court of Appeals for the District of Columbia Circuit vacated the District Court’s decision and remanded the case to the District Court, where proceedings have resumed.claims.
Deposit Insurance Assessment
On January 9, 2017, the FDIC filed suit against BANA in U.S. District Court for the District of Columbia alleging failure to pay a December 15, 2016 invoice for additional deposit insurance assessments and interest in the amount of $542 million for the quarters ending
June 30, 2013 through December 31, 2014. On April 7, 2017, the FDIC amended its complaint to add a claim for additional deposit insurance and interest in the amount of $583 million for the quarters ending March 31, 2012 through March 31, 2013. The FDIC asserts these claims based on BANA’s alleged underreporting of counterparty exposures that resulted in underpayment of assessments for those quarters. BANA disagrees with the FDIC’s interpretation of the regulations as they existed during the relevant time period and is defending itself against the FDIC’s claims. Pending final resolution, BANA has pledged security satisfactory to the FDIC related to the disputed additional assessment amounts.
On March 27, 2018, the U.S. District Court for the District of Columbia denied BANA’s partial motion to dismiss certain of the FDIC’s claims.
Interchange and Related Litigation
In 2005, a group of merchants filed a series of putative class actions and individual actions directed at interchange fees associated with Visa and MasterCard payment card transactions. These actions, which were consolidated in the U.S. District Court for the Eastern District of New York under the captionIn re Payment Card Interchange Fee and Merchant Discount Anti-Trust Litigation (Interchange), named Visa, MasterCard and several banks and bank holding companies, including the Corporation, as defendants. Plaintiffs allegealleged that defendants conspired to fix the level of default interchange rates and that certain rules of Visa and MasterCard were unreasonable restraints of trade. Plaintiffs sought compensatory and treble damages and injunctive relief.
On October 19, 2012, defendants reached a proposed settlement that would have provided for, among other things, (i) payments by defendantswith respect to the putative class and individual plaintiffs totaling approximately $6.6 billion, allocated to each defendant based upon various loss-sharing agreements; (ii) distribution to class merchants of an amount equal to 10 basis points (bps) of default interchange across all Visa and MasterCard credit card transactions; and (iii) modifications to certain Visa and MasterCard rules. Although the District Court approved the class settlement agreement,actions that the U.S. Court of Appeals for the Second Circuit reversedrejected. In 2018, defendants reached a
settlement with the decision on appeal. The Interchangerepresentatives of the putative Rule 23(b)(3) damages class case was remandedto contribute an additional $900 million to the approximately $5.3 billion held in escrow from the prior settlement. The Corporation’s additional contribution is not material to the Corporation. The District Court where proceedings have resumed.granted preliminary approval of the settlement with the putative Rule 23(b)(3) damages class in January 2019.
In addition, to the putative Rule 23(b)(2) class actions, a number of merchants filed individual actions against the defendants. The Corporation was named as a defendant in one such individual action. In addition,action seeking injunctive relief is pending, and a number of individual merchant actions were filed that do not namecontinue against the Corporation as a defendant.defendants, including one against the Corporation. As a result of various loss-sharing agreements, however, the Corporation remains liable for a portion of any settlement or judgment in these individual suits where it is not named as a defendant.


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LIBOR, Other Reference Rates, Foreign Exchange (FX) and Bond Trading Matters
Government authorities in the U.S. and various international jurisdictions continue to conduct investigations, to make inquiries of, and to pursue proceedings against, a significant number of FX market participants, including the Corporation and its subsidiaries regarding FX market participants’ conduct and systems and controls. Government authorities also continue to conduct investigations concerning conduct and systems and controls of panel banks in connection with the setting of other reference rates as well as the trading of government, sovereign, supranational and agency bonds.bonds in connection with conduct and systems and controls. The Corporation is responding to and cooperating with these proceedingsinquiries and investigations.
In addition, the Corporation, BANAinvestigations and certain Merrill Lynch entities have been named as defendants along with most of the other LIBOR panel banks in a number of individual and putative class actions by persons alleging they sustained losses on U.S. dollar LIBOR-based financial instruments as a result of collusion or manipulation by defendants regarding the setting of U.S. dollar LIBOR. Plaintiffs assert a variety of claims, including antitrust, Commodity Exchange Act (CEA), Racketeer Influenced and Corrupt Organizations (RICO), Securities Exchange Act of 1934 (Exchange Act), common law fraud and breach of contract claims, and seek compensatory, treble and punitive damages, and injunctive relief. All cases naming the Corporation and its affiliates relating to U.S. dollar LIBOR have been consolidated for pre-trial purposes in the U.S. District Court for the Southern District of New York.
In a series of rulings beginning in March 2013, the District Court dismissed antitrust, RICO, Exchange Act and certain state law claims, dismissed all manipulation claims based on alleged trader conduct asresponding to the Corporation and BANA, and substantially limited the scope of CEA and various other claims. On May 23, 2016, the U.S. Court of Appeals for the Second Circuit reversed the District Court’s dismissal of the antitrust claims and remanded for further proceedings in the District Court, and on December 20, 2016, the District Court again dismissed certain plaintiffs’ antitrust claims in their entirety and substantially limited the scope of the remaining antitrust claims.proceedings.
Certain antitrust, CEA and state law claims remain pending in the District Court against the Corporation, BANA and certain Merrill Lynch entities, and the Court is continuing to consider motions regarding them. Plaintiffs whose antitrust,Foreign Exchange Act and/or state law claims were previously dismissed by the District Court are pursuing appeals in the Second Circuit.(FX)
In addition, theThe Corporation, BANA and MLPF&S were named as defendants along with other FX market participants in a putative class action filed in the U.S. District Court for the Southern District of New York, in which plaintiffs allege that they sustained losses as a result of the defendants’ alleged conspiracy to manipulate the prices of over-the-counterOTC FX transactions and FX transactions on an exchange. Plaintiffs assert antitrust claims and claims for violations of the CEACommodity Exchange Act (CEA) and seek compensatory and treble damages, as well as declaratory and injunctive relief. On October 1, 2015, the Corporation, BANA and MLPF&S executed a final settlement agreement, in which they agreed to pay participating class members $187.5 million to settle the litigation. The settlement is subject to finalIn 2018, the District Court approval.granted final approval to the settlement.
LIBOR
The Corporation, BANA and certain Merrill Lynch entities have been named as defendants along with most of the other London InterBank Offered Rate (LIBOR) panel banks in a number of individual and putative class actions by persons alleging they sustained losses on U.S. dollar LIBOR-based financial instruments as a result of collusion or manipulation by defendants regarding the setting of U.S. dollar LIBOR. Plaintiffs assert a variety of claims, including antitrust, CEA, Racketeer Influenced and Corrupt Organizations (RICO), Securities Exchange Act of 1934, common law fraud and breach of contract claims, and seek compensatory, treble and punitive damages, and injunctive relief. All cases naming the Corporation and its affiliates relating to U.S. dollar LIBOR are pending in the U.S. District Court for the Southern District of New York.
The District Court has dismissed all RICO claims, and dismissed all manipulation claims based on alleged trader conduct against Bank of America entities. The District Court has also substantially limited the scope of antitrust, CEA and various other claims, including by dismissing in their entirety certain individual and putative class plaintiffs’ antitrust claims for lack of standing and/or personal jurisdiction. Plaintiffs whose antitrust claims were dismissed by the District Court are pursuing appeals in the Second Circuit. Certain individual and putative class actions remain

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pending in the District Court against the Corporation, BANA and certain Merrill Lynch entities.
On February 28, 2018, the District Court denied certification of proposed classes of lending institutions and persons that transacted in eurodollar futures, and the U.S. Court of Appeals for the Second Circuit subsequently denied petitions filed by those plaintiffs for interlocutory appeals of those rulings. Also on February 28, 2018, the District Court granted certification of a class of persons that purchased OTC swaps and notes that referenced U.S. dollar LIBOR from one of the U.S. dollar LIBOR panel banks, limited to claims under Section 1 of the Sherman Act. The U.S. Court of Appeals for the Second Circuit subsequently denied a petition filed by the defendants for interlocutory appeal of that ruling.
Mortgage Appraisal Litigation
The Corporation and certain subsidiaries are named as defendants in two putative class action lawsuits filed in U.S. District Court for the Central District of California (Waldrup and Williams, et al.). In November 2016, the actions were consolidated for pre-trial purposes. Plaintiffs allege that in fulfilling orders made by Countrywide for residential mortgage appraisal services, a former Countrywide subsidiary, LandSafe Appraisal Services, Inc., arranged for and completed appraisals that were not in compliance with applicable laws and appraisal standards. Plaintiffs seek, among other forms of relief, compensatory and treble damages.
On February 8, 2018, the District Court granted plaintiffs’ motion for class certification. On May 22, 2018, the U.S. Court of Appeals for the Ninth Circuit denied Defendants’ petition for permission to file an interlocutory appeal of the District Court’s ruling granting class certification.
Mortgage-backed Securities Litigation
The Corporation and its affiliates, Countrywide entities and their affiliates, and Merrill Lynch entities and their affiliates have been named as defendants in cases relating to their various roles in MBS offerings and,in certain instances, have received claims for contractual indemnification related to the MBS securities actions. Plaintiffs in these cases generally sought unspecified
compensatory and/or rescissory damages, unspecified costs and legal fees and generally alleged false and misleading statements. The indemnification claims include claims from underwriters of MBS that were issued by these entities, and from underwriters and issuers of MBS backed by loans originated by these entities.
Mortgage Repurchase Litigation
U.S. Bank - Harborview Repurchase Litigation
On August 29, 2011, U.S. Bank, National Association (U.S. Bank), as trustee for the HarborView Mortgage Loan Trust 2005-10 (the Trust), a mortgage pool backed by loans originated by Countrywide Home Loans, Inc. (CHL), filed a complaint in New York Supreme Court in a case entitled U.S. Bank National Association, as Trustee for HarborView Mortgage Loan Trust, Series 2005-10 v. Countrywide Home Loans, Inc. (dba Bank of America Home Loans), Bank of Americaagainst the Corporation Countrywide Financial Corporation, Bank of America, N.A. and NB Holdings Corporation,various subsidiaries alleging breaches of representations and warranties. This litigation has been stayed since March 23, 2017, pending finalization of the settlement discussed below.
On December 5, 2016, the defendants and certain certificate-holders in the Trust agreed to settle the litigation in an amount not material to the Corporation, subject to acceptance by U.S. Bank. U.S. Bank has initiated a trust instruction proceeding in Minnesota state court relating to the proposed settlement, and that proceeding is ongoing.
U.S. Bank - SURF/OWNIT Repurchase Litigation
On August 29, 2014 and September 2, 2014, U.S. Bank, solely in its capacity as Trusteetrustee for seven securitization trusts (the Trusts), served seven summonses with notice commencing actions against First Franklin Financialvarious subsidiaries of the Corporation Merrill Lynch Mortgage Lending, Inc., Merrill Lynch Mortgage Investors, Inc. (MLMI) and Ownit Mortgage Solutions Inc. in New York Supreme Court. The summonses advance breach of contract claims alleging that defendants breached representations and warranties related to loans securitized in the Trusts. The summonses allege that defendants failed to repurchase breaching mortgage loans from the Trusts, and seek specific performance of defendants’ alleged obligation to repurchase breaching loans, declaratory judgment, compensatory, rescissory and other damages, and indemnity.
On February 25, 2015 and March 11, 2015, U.S. Bank has served complaints regarding foursix of the seven Trusts. On December 7, 2015,In 2018, for those six Trusts, the Court granteddefendants and certain certificate-holders agreed to settle the respective litigations in part and denied in part defendants’ motionamounts not material to dismiss the complaints. The Court dismissed claims for breach of representations and warranties against MLMI, dismissedCorporation, subject to acceptance by U.S. Bank’s claims for indemnity and attorneys’ fees, and deferred a ruling regarding defendants’ alleged failure to provide notice of alleged representations and warranties breaches, but upheld the complaints in all other respects. On December 28, 2016, U.S. Bank filed a complaint with respect to a fifth Trust.

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NOTE 13 Shareholders’ Equity
Common Stock
       
Declared Quarterly Cash Dividends on Common Stock (1)
       
Declaration Date Record Date Payment Date Dividend Per Share
January 30, 2019 March 1, 2019 March 29, 2019 $0.15
October 24, 2018 December 7, 2018 December 28, 2018 0.15
July 26, 2018 September 7, 2018 September 28, 2018 0.15
April 25, 2018 June 1, 2018 June 29, 2018 0.12
January 31, 2018 March 2, 2018 March 30, 2018 0.12
       
Declared Quarterly Cash Dividends on Common Stock (1)
       
Declaration Date Record Date Payment Date Dividend Per Share
January 31, 2018 March 2, 2018 March 30, 2018 $0.12
October 25, 2017 December 1, 2017 December 29, 2017 0.12
July 26, 2017 September 1, 2017 September 29, 2017 0.12
April 26, 2017 June 2, 2017 June 30, 2017 0.075
January 26, 2017 March 3, 2017 March 31, 2017 0.075

(1) 
In 20172018, and through February 22, 201826, 2019.
The cash dividends paid per share of common stock were $0.54, $0.39 and $0.25 for 2018, 2017 and 2016, respectively.
The following table summarizes common stock repurchases during 2018, 2017 2016 and 2015.2016.
       
Common Stock Repurchase Summary
       
(in millions)201720162015 2018 2017 2016
Total share repurchases, including CCAR capital plan repurchases509
333
140
 676
 509
 333
       
Purchase price of shares repurchased and retired (1)
       
CCAR capital plan repurchases$9,347
$4,312
$2,374
 $16,754
 $9,347
 $4,312
Other authorized repurchases3,467
800

 3,340
 3,467
 800
Total shares repurchased$12,814
$5,112
$2,374
 $20,094
 $12,814
 $5,112
(1) 
Represents reductions to shareholders’ equity due to common stock repurchases.
On June 28, 2017,2018, following the non-objection of the Board of Governors of the Federal Reserve’s non-objectionReserve System (Federal Reserve) to the Corporation’s 20172018 Comprehensive Capital Analysis and Review (CCAR) capital plan, the Board of Directors (Board) authorized the repurchase of $12.0approximately $20.6 billion ofin common stock from July 1, 20172018 through June 30, 2018, plus2019, which includes approximately $600 million in repurchases expected to be approximately $900 million to offset the effect ofshares awarded under equity-based compensation plans during the same period. The common stock repurchase authorization includes both common stock and warrants. The Corporation’s 2017 capital plan also included a request to increase the quarterly common stock dividend from $0.075 per share to $0.12 per share. On December 5, 2017, following approval by the Federal Reserve, the Board authorized the repurchase of an additional $5.0 billion of common stock through June 30, 2018.
In 2017,During 2018, the Corporation repurchased $12.8$20.1 billion of common stock in connection with the 20172018 and 20162017 CCAR capital plans and pursuant to other repurchases approved by the Board and the Federal Reserve. Other authorized repurchases included $1.8 billion of common stock pursuant to the Corporation’s plan announced on January 13, 2017 and $1.7 billion under the authorization announced ona December 5, 2017.2017 authorization to repurchase an additional $5.0 billion in common stock.
At December 31, 2017,2018, the Corporation had warrants outstanding and exercisable to purchase 122 million shares of its common stock expiring on October 28, 2018, and warrants outstanding and exercisable to purchase 143121 million shares of common stock expiringstock. These warrants, substantially all of which were exercised on or before the expiration date of January 16, 2019. These warrants2019, were originally issued in connection with a preferred stock issuancesissuance to the U.S. Department of the Treasury in 2009 and 2008, and arewere listed on the New York Stock Exchange. The exercise price of the warrants expiring on January 16, 2019 is subject to continued adjustment each time the quarterly cash dividend is in excess of $0.01 per common share to compensate the holders of the warrants for dilution resulting from an increased dividend. The Corporation had cash dividends of $0.12 per share for the third
and fourth quarters of 2017, and cash dividends of $0.075 per share for the first and second quarter of 2017, or $0.39 per share for the year, resulting in an adjustment to the exercise price of these warrants in each quarter. As a result of the Corporation’s 2017 dividends of $0.39 per common share, the exercise price of the warrants expiring on January 16, 2019 was adjusted to $12.757 per share. The warrants expiring on October 28, 2018, which have an exercise price of $30.79 per share, also contain this anti-dilution provision except the adjustment is triggered only when the Corporation declares quarterly dividends at a level greater than $0.32 per common share.
On August 24, 2017, the holders of the Corporation’s Series T 6% Non-cumulative preferred stock (Series T) exercised warrants to acquire 700 million shares of the Corporation’s common stock. The carrying value of the preferred stock was $2.9 billion and, upon conversion, was recorded as additional paid-in capital. For more information, see Note 15 – Earnings Per Common Share.
In connection with employee stock plans, in 2017,2018, the Corporation issued approximately 66 million shares and repurchased approximately 2775 million shares of its common stock and, to
satisfy tax withholding obligations.obligations, repurchased 29 million shares of its common stock.At December 31, 2017,2018, the Corporation had reserved 869781 million unissued shares of common stock for future issuances under employee stock plans, common stock warrants, convertible notes and preferred stock.
Preferred Stock
The cash dividends declared on preferred stock were $1.5 billion, $1.6 billion and $1.7 billion for 2018, 2017 and $1.5 billion2016, respectively.
On March 15, 2018, the Corporation issued 94,000 shares of 5.875% Fixed-to-Floating Rate Non-Cumulative Preferred Stock, Series FF for 2017, 2016$2.35 billion. On May 16, 2018, the Corporation issued 54,000 shares of 6.000% Fixed Rate Non-Cumulative Preferred Stock, Series GG for $1.35 billion. On July 24, 2018, the Corporation issued 34,160 shares of 5.875% Non-Cumulative Preferred Stock, Series HH for $854 million.
In 2018, the Corporation fully redeemed Series D, Series I, Series K, Series M and 2015, respectively. The following table presents a summary of perpetualSeries 3 preferred stock outstanding at December 31, 2017.for a total of $4.5 billion.
All series of preferred stock in the Preferred Stock Summary table have a par value of $0.01 per share, are not subject to the operation of a sinking fund, have no participation rights, and with the exception of the Series L Preferred Stock, are not convertible.
The holders of the Series B Preferred Stock and Series 1 through
5 Preferred Stock have general voting rights and vote together with the common stock. The holders of the other series included in the
table have no general voting rights. All outstanding series of preferred stock of the Corporation have preference over the Corporation’s common stock with respect to the payment of dividends and distribution of the Corporation’s assets in the event of a liquidation or dissolution. With the exception of the Series B, F, G and T Preferred Stock, if any dividend payable on these series is in arrears for three or more semi-annual or six or more quarterly dividend periods, as applicable (whether consecutive or not), the holders of these series and any other class or series of preferred stock ranking equally as to payment of dividends and upon which equivalent voting rights have been conferred and are exercisable (voting as a single class) will be entitled to vote for the election of two additional directors. These voting rights terminate when the Corporation has paid in full dividends on these series for at least two semi-annual or four quarterly dividend periods, as applicable, following the dividend arrearage.
The 7.25% Non-Cumulative Perpetual Convertible Preferred Stock, Series L (Series L Preferred Stock) does not have early redemption/call rights. Each share of the Series L Preferred Stock may be converted at any time, at the option of the holder, into 20 shares of the Corporation’s common stock plus cash in lieu of fractional shares. The Corporation may cause some or all of the Series L Preferred Stock, at its option, at any time or from time to time, to be converted into shares of common stock at the then-applicable conversion rate if, for 20 trading days during any period of 30 consecutive trading days, the closing price of common stock exceeds 130 percent of the then-applicable conversion price of

Bank of America 2017158


the Series L Preferred Stock. If a conversion of Series L Preferred Stock occurs at the option of the holder, subsequent to a dividend
record date but prior to the dividend payment date, the Corporation will still pay any accrued dividends payable.
The table on the following page presents a summary of perpetual preferred stock outstanding at December 31, 2018.

Bank of America 2018 138


              
Preferred Stock Summary          
              
(Dollars in millions, except as noted)            
SeriesDescription Initial
Issuance
Date
 Total
Shares
Outstanding
 Liquidation
Preference per Share
(in dollars)
 
Carrying
Value 
(1)
 Per Annum
Dividend Rate
 
Redemption Period (2)
Series B7% Cumulative Redeemable June
1997
 7,110
 $100
 $1
 7.00% n/a
Series D (3)
6.204% Non-Cumulative September
2006
 26,174
 25,000
 654
 6.204% On or after
September 14, 2011
Series E (3)
Floating Rate Non-Cumulative November
2006
 12,691
 25,000
 317
 
3-mo. LIBOR + 35 bps (4)

 On or after
November 15, 2011
Series FFloating Rate Non-Cumulative March
2012
 1,409
 100,000
 141
 
3-mo. LIBOR + 40 bps (4)

 On or after
March 15, 2012
Series GAdjustable Rate Non-Cumulative March
2012
 4,926
 100,000
 493
 
3-mo. LIBOR + 40 bps (4)

 On or after
March 15, 2012
Series I (3)
6.625% Non-Cumulative September
2007
 14,584
 25,000
 365
 6.625% On or after
October 1, 2017
Series K (5)
Fixed-to-Floating Rate Non-Cumulative January
2008
 61,773
 25,000
 1,544
 8.00% to, but excluding, 1/30/18; 3-mo. LIBOR + 363 bps thereafter
 On or after
January 30, 2018
Series L7.25% Non-Cumulative Perpetual Convertible January
2008
 3,080,182
 1,000
 3,080
 7.25% n/a
Series M (5)
Fixed-to-Floating Rate Non-Cumulative April
2008
 52,399
 25,000
 1,310
 8.125% to, but excluding, 5/15/18; 3-mo. LIBOR + 364 bps thereafter
 On or after
May 15, 2018
Series T (6)
6% Non-cumulative September
2011
 354
 100,000
 35
 6.00% After May 7, 2019
Series U (5)
Fixed-to-Floating Rate Non-Cumulative May
2013
 40,000
 25,000
 1,000
 5.2% to, but excluding, 6/1/23;
3-mo. LIBOR + 313.5 bps thereafter

 On or after
June 1, 2023
Series V (5)
Fixed-to-Floating Rate Non-Cumulative June
2014
 60,000
 25,000
 1,500
 5.125% to, but excluding, 6/17/19; 3-mo. LIBOR + 338.7 bps thereafter
 On or after
June 17, 2019
Series W (3)
6.625% Non-Cumulative September 2014 44,000
 25,000
 1,100
 6.625% On or after
September 9, 2019
Series X (5)
Fixed-to-Floating Rate Non-Cumulative September 2014 80,000
 25,000
 2,000
 6.250% to, but excluding, 9/5/24; 3-mo. LIBOR + 370.5 bps thereafter
 On or after
September 5, 2024
Series Y (3)
6.500% Non-Cumulative January 2015 44,000
 25,000
 1,100
 6.500% On or after
January 27, 2020
Series Z (5)
Fixed-to-Floating Rate Non-Cumulative October 2014 56,000
 25,000
 1,400
 6.500% to, but excluding,10/23/24; 3-mo. LIBOR + 417.4 bps thereafter
 On or after
October 23, 2024
Series AA (5)
Fixed-to-Floating Rate Non-Cumulative March 2015 76,000
 25,000
 1,900
 6.100% to, but excluding, 3/17/25; 3-mo. LIBOR + 389.8 bps thereafter
 On or after
March 17, 2025
Series CC (3)
6.200% Non-Cumulative January 2016 44,000
 25,000
 1,100
 6.200% On or after
January 29, 2021
Series DD (5)
Fixed-to-Floating Rate Non-Cumulative March 2016 40,000
 25,000
 1,000
 6.300% to, but excluding, 3/10/26; 3-mo. LIBOR + 455.3 bps thereafter
 On or after
March 10, 2026
Series EE (3)
6.000% Non-Cumulative April 2016 36,000
 25,000
 900
 6.000% On or after
April 25, 2021
Series 1 (7)
Floating Rate Non-Cumulative November
2004
 3,275
 30,000
 98
 
3-mo. LIBOR + 75 bps (8)

 On or after
November 28, 2009
Series 2 (7)
Floating Rate Non-Cumulative March
2005
 9,967
 30,000
 299
 
3-mo. LIBOR + 65 bps (8)

 On or after
November 28, 2009
Series 3 (7)
6.375% Non-Cumulative November
2005
 21,773
 30,000
 653
 6.375% On or after
November 28, 2010
Series 4 (7)
Floating Rate Non-Cumulative November
2005
 7,010
 30,000
 210
 
3-mo. LIBOR + 75 bps (4)

 On or after
November 28, 2010
Series 5 (7)
Floating Rate Non-Cumulative March
2007
 14,056
 30,000
 422
 
3-mo. LIBOR + 50 bps (4)

 On or after
May 21, 2012
Total    3,837,683
  
 $22,622
  
  
                  
Preferred Stock Summary              
                  
(Dollars in millions, except as noted)                
SeriesDescription Initial
Issuance
Date
 Total
Shares
Outstanding
 Liquidation
Preference
per Share
(in dollars)
 Carrying
Value
 Per Annum
Dividend Rate
 
Dividend per Share
(in dollars)
 Annual Dividend 
Redemption Period (1)
Series B7% Cumulative Redeemable June
1997
 7,110
 $100
 $1
 7.00% $7.00
 $
 n/a
Series E (2)
Floating Rate Non-Cumulative November
2006
 12,691
 25,000
 317
 
3-mo. LIBOR + 35 bps (3)

 1.01
 13
 On or after
November 15, 2011
Series FFloating Rate Non-Cumulative March
2012
 1,409
 100,000
 141
 
3-mo. LIBOR + 40 bps (3)

 4,055.56
 6
 On or after
March 15, 2012
Series GAdjustable Rate Non-Cumulative March
2012
 4,926
 100,000
 493
 
3-mo. LIBOR + 40 bps (3)

 4,055.56
 20
 On or after
March 15, 2012
Series L7.25% Non-Cumulative Perpetual Convertible January
2008
 3,080,182
 1,000
 3,080
 7.25% 72.50
 223
 n/a
Series T6% Non-cumulative September
2011
 354
 100,000
 35
 6.00% 6,000.00
 2
 After May 7, 2019
Series U (4)
Fixed-to-Floating Rate Non-Cumulative May
2013
 40,000
 25,000
 1,000
 5.2% to, but excluding, 6/1/23; 3-mo. LIBOR + 313.5 bps thereafter
 52.00
 52
 On or after
June 1, 2023
Series V (4)
Fixed-to-Floating Rate Non-Cumulative June
2014
 60,000
 25,000
 1,500
 5.125% to, but excluding, 6/17/19; 3-mo. LIBOR + 338.7 bps thereafter
 51.25
 77
 On or after
June 17, 2019
Series W (2)
6.625% Non-Cumulative September 2014 44,000
 25,000
 1,100
 6.625% 1.66
 73
 On or after
September 9, 2019
Series X (4)
Fixed-to-Floating Rate Non-Cumulative September 2014 80,000
 25,000
 2,000
 6.250% to, but excluding, 9/5/24; 3-mo. LIBOR + 370.5 bps thereafter
 62.50
 125
 On or after
September 5, 2024
Series Y (2)
6.500% Non-Cumulative January 2015 44,000
 25,000
 1,100
 6.500% 1.63
 72
 On or after
January 27, 2020
Series Z (4)
Fixed-to-Floating Rate Non-Cumulative October 2014 56,000
 25,000
 1,400
 6.500% to, but excluding, 10/23/24; 3-mo. LIBOR + 417.4 bps thereafter
 65.00
 91
 On or after
October 23, 2024
Series AA (4)
Fixed-to-Floating Rate Non-Cumulative March 2015 76,000
 25,000
 1,900
 6.100% to, but excluding, 3/17/25; 3-mo. LIBOR + 389.8 bps thereafter
 61.00
 116
 On or after
March 17, 2025
Series CC (2)
6.200% Non-Cumulative January 2016 44,000
 25,000
 1,100
 6.200% 1.55
 68
 On or after
January 29, 2021
Series DD (4)
Fixed-to-Floating Rate Non-Cumulative March 2016 40,000
 25,000
 1,000
 6.300% to, but excluding, 3/10/26; 3-mo. LIBOR + 455.3 bps thereafter
 63.00
 63
 On or after
March 10, 2026
Series EE (2)
6.000% Non-Cumulative April 2016 36,000
 25,000
 900
 6.000% 1.50
 54
 On or after
April 25, 2021
Series FF (4)
Fixed-to-Floating Rate Non-Cumulative March 2018 94,000
 25,000
 2,350
 5.875% to, but excluding, 3/15/28; 3-mo. LIBOR + 293.1 bps thereafter
 29.38
 69
 On or after
March 15, 2028
Series GG (2)
6.000% Non-Cumulative May
2018
 54,000
 25,000
 1,350
 6.000% 0.75
 41
 On or after
May 16, 2023
Series HH (2)
5.875% Non-Cumulative July
2018
 34,160
 25,000
 854
 5.875% 0.73
 25
 On or after
July 24, 2023
Series 1 (5)
Floating Rate Non-Cumulative November
2004
 3,275
 30,000
 98
 
3-mo. LIBOR + 75 bps (6)

 0.76
 3
 On or after
November 28, 2009
Series 2 (5)
Floating Rate Non-Cumulative March
2005
 9,967
 30,000
 299
 
3-mo. LIBOR + 65 bps (6)

 0.76
 9
 On or after
November 28, 2009
Series 4 (5)
Floating Rate Non-Cumulative November
2005
 7,010
 30,000
 210
 
3-mo. LIBOR + 75 bps (3)

 1.01
 9
 On or after
November 28, 2010
Series 5 (5)
Floating Rate Non-Cumulative March
2007
 14,056
 30,000
 422
 
3-mo. LIBOR + 50 bps (3)

 1.01
 17
 On or after
May 21, 2012
Issuance costs and certain adjustments     (324)        
Total    3,843,140
  
 $22,326
  
      
(1) 
Amounts shown are before third-party issuance costs and certain book value adjustments of $299 million.
(2)
The Corporation may redeem series of preferred stock on or after the redemption date, in whole or in part, at its option, at the liquidation preference plus declared and unpaid dividends. Series B and Series L Preferred Stock do not have early redemption/call rights.
(3)(2) 
Ownership is held in the form of depositary shares, each representing a 1/1,000th interest in a share of preferred stock, paying a quarterly cash dividend, if and when declared.
(4)(3) 
Subject to 4.00% minimum rate per annum.
(5)(4) 
Ownership is held in the form of depositary shares, each representing a 1/25th interest in a share of preferred stock, paying a semi-annual cash dividend, if and when declared, until the first redemption date at which time, it adjusts to a quarterly cash dividend, if and when declared, thereafter.
(6)(5) 
Represents shares that were not surrendered when the holders of Series T preferred stock exercised warrants to acquire 700 million shares of common stock in the third quarter of 2017.
(7)
Ownership is held in the form of depositary shares, each representing a 1/1,200th interest in a share of preferred stock, paying a quarterly cash dividend, if and when declared.
(8)(6) 
Subject to 3.00% minimum rate per annum.
n/a = not applicable


159139Bank of America 20172018

  







NOTE 14Accumulated Other Comprehensive Income (Loss)
The table below presents the changes in accumulated OCI after-tax for 2015, 2016, 2017and2017.2018.
            
(Dollars in millions)
Debt and
Equity Securities
 Debit Valuation Adjustments Derivatives 
Employee
Benefit Plans
 
Foreign
Currency
 Total
Balance, December 31, 2015$78
 $(611) $(1,077) $(2,956) $(792) $(5,358)
Net change(1,345) (156) 182
 (524) (87) (1,930)
Balance, December 31, 2016$(1,267) $(767) $(895) $(3,480) $(879) $(7,288)
Net change61
 (293) 64
 288
 86
 206
Balance, December 31, 2017$(1,206) $(1,060) $(831) $(3,192) $(793) $(7,082)
Accounting change related to certain tax effects (1)
(393) (220) (189) (707) 239
 (1,270)
Cumulative adjustment for hedge accounting change (2)

 
 57
 
 
 57
Net change(3,953) 749
 (53) (405) (254) (3,916)
Balance, December 31, 2018$(5,552) $(531) $(1,016) $(4,304) $(808) $(12,211)

              
(Dollars in millions)
Debt
Securities
 
Available-for-
Sale Marketable
Equity Securities
 Debit Valuation Adjustments Derivatives 
Employee
Benefit Plans
 
Foreign
Currency (1)
 Total
Balance, December 31, 2014$1,641
 $17
 n/a
 $(1,661) $(3,350) $(669) $(4,022)
Cumulative adjustment for accounting change
 
 $(1,226) 
 
 
 (1,226)
Net change(1,625) 45
 615
 584
 394
 (123) (110)
Balance, December 31, 2015$16
 $62
 $(611) $(1,077) $(2,956) $(792) $(5,358)
Net change(1,315) (30) (156) 182
 (524) (87) (1,930)
Balance, December 31, 2016$(1,299) $32
 $(767) $(895) $(3,480) $(879) $(7,288)
Net change91
 (30) (293) 64
 288
 86
 206
Balance, December 31, 2017$(1,208) $2
 $(1,060) $(831) $(3,192) $(793) $(7,082)
(1)
Effective January 1, 2018, the Corporation adopted the accounting standard on tax effects in accumulated OCI related to the Tax Act. Accordingly, certain tax effects were reclassified from accumulated OCI to retained earnings. For additional information, see Note 1 – Summary of Significant Accounting Principles.
(2)
Reflects the Corporation’s adoption of the new hedge accounting standard. For additional information, see Note 1 – Summary of Significant Accounting Principles.
The table below presents the net change in fair value recorded in accumulated OCI, net realized gains and losses reclassified into earnings and other changes for each component of OCI before-pre- and after-tax for 2018, 2017 2016 and 2015.2016.
                  
Changes in OCI Components Pre- and After-tax              
        
 Pretax 
Tax
effect
 
After-
tax
 Pretax 
Tax
effect
 
After-
tax
 Pretax Tax effect 
After-
tax
(Dollars in millions)2018 2017 2016
Debt and equity securities:                 
Net increase (decrease) in fair value$(5,189) $1,329
 $(3,860) $240
 $14
 $254
 $(1,694) $641
 $(1,053)
Net realized (gains) reclassified into earnings (1)
(123) 30
 (93) (304) 111
 (193) (471) 179
 (292)
Net change(5,312) 1,359
 (3,953) (64) 125
 61
 (2,165) 820
 (1,345)
Debit valuation adjustments:                 
Net increase (decrease) in fair value952
 (224) 728
 (490) 171
 (319) (271) 104
 (167)
Net realized losses reclassified into earnings (1)
26
 (5) 21
 42
 (16) 26
 17
 (6) 11
Net change978
 (229) 749
 (448) 155
 (293) (254) 98
 (156)
Derivatives:                 
Net (decrease) in fair value(232) 74
 (158) (50) 1
 (49) (299) 113
 (186)
Reclassifications into earnings:                 
Net interest income165
 (40) 125
 327
 (122) 205
 553
 (205) 348
Personnel expense(27) 7
 (20) (148) 56
 (92) 32
 (12) 20
Net realized losses reclassified into earnings138
 (33) 105
 179
 (66) 113
 585
 (217) 368
Net change(94) 41
 (53) 129
 (65) 64
 286
 (104) 182
Employee benefit plans:                 
Net increase (decrease) in fair value(703) 164
 (539) 223
 (55) 168
 (921) 329
 (592)
Net actuarial losses and other reclassified into earnings (2)
171
 (46) 125
 179
 (61) 118
 97
 (36) 61
Settlements, curtailments and other11
 (2) 9
 3
 (1) 2
 15
 (8)
7
Net change(521) 116
 (405) 405
 (117) 288
 (809) 285
 (524)
Foreign currency:                 
Net (decrease) in fair value(8) (195) (203) (439) 430
 (9) 514
 (601) (87)
Net realized (gains) losses reclassified into earnings (1)
(149) 98
 (51) (606) 701
 95
 
 
 
Net change(157) (97) (254) (1,045) 1,131
 86
 514
 (601) (87)
Total other comprehensive income (loss)$(5,106) $1,190
 $(3,916) $(1,023) $1,229
 $206
 $(2,428) $498
 $(1,930)
                  
Changes in OCI Components Before- and After-tax              
        
 Before-tax 
Tax
effect
 
After-
tax
 Before-tax Tax effect 
After-
tax
 Before-tax Tax effect 
After-
tax
(Dollars in millions)2017 2016 2015
Debt securities:                 
Net increase in fair value$202
 $26
 $228
 $(1,645) $622
 $(1,023) $(1,564) $595
 $(969)
Reclassifications into earnings:                 
Gains on sales of debt securities(255) 97
 (158) (490) 186
 (304) (1,138) 432
 (706)
Other income41
 (20) 21
 19
 (7) 12
 81
 (31) 50
Net realized gains reclassified into earnings(214) 77
 (137) (471) 179
 (292) (1,057) 401
 (656)
Net change(12) 103
 91
 (2,116) 801
 (1,315) (2,621) 996
 (1,625)
Available-for-sale marketable equity securities:                 
Net increase (decrease) in fair value38
 (12) 26
 (49) 19
 (30) 72
 (27) 45
Net realized gains reclassified into earnings (2)
(90) 34
 (56) 
 
 
 
 
 
Net change(52) 22
 (30) (49) 19
 (30) 72
 (27) 45
Debit valuation adjustments:                 
Net increase (decrease) in fair value(490) 171
 (319) (271) 104
 (167) 436
 (166) 270
Net realized losses reclassified into earnings (2)
42
 (16) 26
 17
 (6) 11
 556
 (211) 345
Net change(448) 155
 (293) (254) 98
 (156) 992
 (377) 615
Derivatives:                 
Net increase (decrease) in fair value(50) 1
 (49) (299) 113
 (186) 55
 (22) 33
Reclassifications into earnings:                 
Net interest income327
 (122) 205
 553
 (205) 348
 974
 (367) 607
Personnel(148) 56
 (92) 32
 (12) 20
 (91) 35
 (56)
Net realized losses reclassified into earnings179
 (66) 113
 585
 (217) 368
 883
 (332) 551
Net change129
 (65) 64
 286
 (104) 182
 938
 (354) 584
Employee benefit plans:                 
Net increase (decrease) in fair value223
 (55) 168
 (921) 329
 (592) 408
 (121) 287
Reclassifications into earnings:                 
Prior service cost4
 (1) 3
 5
 (2) 3
 5
 (2) 3
Net actuarial losses175
 (60) 115
 92
 (34) 58
 164
 (60) 104
Net realized losses reclassified into earnings (3)
179
 (61) 118
 97
 (36) 61
 169
 (62) 107
Settlements, curtailments and other3
 (1) 2
 15
 (8) 7
 1
 (1) 
Net change405
 (117) 288
 (809) 285
 (524) 578
 (184) 394
Foreign currency:                 
Net increase (decrease) in fair value(439) 430
 (9) 514
 (601) (87) 600
 (723) (123)
Net realized gains reclassified into earnings (1,2)
(606) 701
 95
 
 
 
 (38) 38
 
Net change(1,045) 1,131
 86
 514
 (601) (87) 562
 (685) (123)
Total other comprehensive income (loss)$(1,023) $1,229
 $206
 $(2,428) $498
 $(1,930) $521
 $(631) $(110)
(1) 
During 2017, foreign currency included a pre-tax gain on derivatives and related income tax expense associated with the Corporation’s net investment in its non-U.S. consumer credit card business, which was sold in 2017. The derivative gain was partially offset by a loss on the related foreign currency translation adjustment.
(2)
Reclassifications of pre-tax AFS marketablepretax debt and equity securities, DVA and foreign currency (gains) losses are recorded in other income in the Consolidated Statement of Income.
(3)(2) 
Reclassifications of pre-taxpretax employee benefit plan costs are recorded in personnelother general operating expense in the Consolidated Statement of Income.
n/a = not applicable



  
Bank of America 20171602018 140



NOTE 15 Earnings Per Common Share
The calculation of EPS and diluted EPS for 2018, 2017 2016 and 20152016 is presented below. For more information on the calculation of EPS, see Note 1 – Summary of Significant Accounting Principles.
          
(Dollars in millions, except per share information; shares in thousands)2017 2016 2015
(In millions, except per share information)2018 2017 2016
Earnings per common share   
   
  
  
Net income$18,232
 $17,822
 $15,910
$28,147
 $18,232
 $17,822
Preferred stock dividends(1,614) (1,682) (1,483)(1,451) (1,614) (1,682)
Net income applicable to common shareholders$16,618
 $16,140
 $14,427
$26,696
 $16,618
 $16,140
Average common shares issued and outstanding10,195,646
 10,284,147
 10,462,282
10,096.5
 10,195.6
 10,284.1
Earnings per common share$1.63
 $1.57
 $1.38
$2.64
 $1.63
 $1.57
          
Diluted earnings per common share 
  
   
  
  
Net income applicable to common shareholders$16,618
 $16,140
 $14,427
$26,696
 $16,618
 $16,140
Add preferred stock dividends due to assumed conversions (1)
186
 300
 300

 186
 300
Net income allocated to common shareholders$16,804
 $16,440
 $14,727
$26,696
 $16,804
 $16,440
Average common shares issued and outstanding10,195,646
 10,284,147
 10,462,282
10,096.5
 10,195.6
 10,284.1
Dilutive potential common shares (2)
582,782
 762,659
 773,948
140.4
 582.8
 762.7
Total diluted average common shares issued and outstanding10,778,428
 11,046,806
 11,236,230
10,236.9
 10,778.4
 11,046.8
Diluted earnings per common share$1.56
 $1.49
 $1.31
$2.61
 $1.56
 $1.49
(1) 
Represents the Series T dividends under the “if-converted” method prior to conversion.
(2) 
Includes incremental dilutive shares from RSUs, restricted stock and warrants.
In connection with an investment in the Corporation’s Series T preferred stock in 2011, the Series T holders also receivedThe Corporation previously issued warrants to purchase 700 million shares of the Corporation’s common stock to the holders of the Series T 6% Non-cumulative preferred stock (Series T) at an exercise price of $7.142857 per share. On August 24, 2017, the Series T holders exercised the warrants and acquired the 700 million shares of the Corporation’s common stock using the Series T preferred stock as consideration for the exercise price, which increased common shares outstanding, but had no effect on diluted earnings per share as this conversion had beenwas included in the Corporation’s diluted earnings per share calculation under the applicable accounting guidance. The use of the Series T preferred stock as consideration represents a non-cash financing activity and, accordingly, is not reflected in the Consolidated Statement of Cash Flows. For 2016, and 2015,the average dilutive impact of the 700 million average dilutive potential common shares werewas included in the diluted share count under the “if-converted” method.
For 2018, 2017 2016 and 2015,2016, 62 million average dilutive potential common shares associated with the Series L preferred stock were not included in the diluted share count because the result would have been antidilutive under the “if-converted” method. For 2018, 2017 2016 and 2015,2016, average options to purchase 4 million, 21 million 45 million and 6645 million shares of common stock, respectively, were outstanding but not included in the computation of EPS because the result would have been antidilutive under the treasury stock method. For 2017 2016 and 2015,2016, average warrants to purchase 122 million shares of common stock were outstanding but not included in the computation of EPS because the result would have been antidilutive under the treasury stock method. These warrants expired on October 29, 2018. For 2018, 2017 and 2016, average warrants to purchase 136 million, 143 million and 150 million shares of common stock, respectively, were included in the diluted EPS calculation under the treasury stock method compared to 150 million sharesmethod. Substantially all of common stock in both 2016 and 2015.the outstanding warrants were exercised on or before the expiration date of January 16, 2019.
 
NOTE 16 Regulatory Requirements andRestrictions
The Federal Reserve, Office of the Comptroller of the Currency (OCC) and FDIC (collectively, U.S. banking regulators) jointly establish regulatory capital adequacy guidelines, including Basel 3, for U.S. banking organizations. As a financial holding company, the Corporation is subject to capital adequacy rules issued by the Federal Reserve. The Corporation’s banking entity affiliates are subject to capital adequacy rules issued by the OCC.
Basel 3 updated the composition of capital and established a Common equity tier 1 capital ratio. Common equity tier 1 capital primarily includes common stock, retained earnings and accumulated OCI. Basel 3 revised minimum capital ratios and buffer requirements, added a supplementary leverage ratio, and addressed the adequately capitalized minimum requirements under the Prompt Corrective Action (PCA) framework. Finally, Basel 3 established two methods of calculating risk-weighted assets, the Standardized approach and the Advanced approaches.
The Corporation and its primary banking entity affiliate, BANA, are Advanced approaches institutions under Basel 3. As Advanced approaches institutions, the Corporation and its banking entity affiliates are required to report regulatory risk-based capital ratios and risk-weighted assets under both the Standardized and Advanced approaches. The approach that yields the lower ratio is used to assess capital adequacy, including under the PCA framework,Prompt Corrective Action (PCA) framework. At December 31, 2018, Common equity tier 1 and wasTier 1 capital ratios were lower under the Standardized approach whereas the Advanced approaches yielded a lower result for the Total capital ratio. All three ratios were lower under the Advanced approaches method at December 31, 20172017.
Effective January 1, 2018, the Corporation is required to maintain a minimum supplementary leverage ratio (SLR) of 3.0 percent plus a leverage buffer of 2.0 percent in order to avoid certain restrictions on capital distributions and 2016.discretionary bonus payments. The Corporation’s insured depository institution subsidiaries are required to maintain a minimum 6.0 percent SLR to be considered well capitalized under the PCA framework.
The following table presents capital ratios and related information in accordance with Basel 3 Standardized and Advanced approaches – Transition as measured at December 31, 20172018 and 20162017 for the Corporation and BANA.


161141Bank of America 20172018

  







                      
Regulatory Capital under Basel 3 – Transition (1)
        
Regulatory Capital under Basel 3 (1)
Regulatory Capital under Basel 3 (1)
        
  
Bank of America Corporation Bank of America, N.A.Bank of America Corporation Bank of America, N.A.

Standardized Approach Advanced Approaches 
Regulatory Minimum (2)
 Standardized Approach Advanced Approaches 
Regulatory Minimum (3)
Standardized Approach Advanced Approaches 
Regulatory Minimum (2)
 Standardized Approach Advanced Approaches 
Regulatory Minimum (3)
(Dollars in millions, except as noted)December 31, 2017December 31, 2018
Risk-based capital metrics: 
  
    
  
   
  
    
  
  
Common equity tier 1 capital$171,063
 $171,063
   $150,552
 $150,552
  $167,272
 $167,272
   $149,824
 $149,824
  
Tier 1 capital191,496
 191,496
   150,552
 150,552
  189,038
 189,038
   149,824
 149,824
  
Total capital (4)
227,427
 218,529
   163,243
 154,675
  221,304
 212,878
   161,760
 153,627
  
Risk-weighted assets (in billions) (5)
1,434
 1,449
   1,201
 1,007
  
Risk-weighted assets (in billions)1,437
 1,409
   1,195
 959
  
Common equity tier 1 capital ratio11.9% 11.8% 7.25% 12.5% 14.9% 6.5%11.6% 11.9% 8.25% 12.5% 15.6% 6.5%
Tier 1 capital ratio13.4
 13.2
 8.75
 12.5
 14.9
 8.0
13.2
 13.4
 9.75
 12.5
 15.6
 8.0
Total capital ratio15.9
 15.1
 10.75
 13.6
 15.4
 10.0
15.4
 15.1
 11.75
 13.5
 16.0
 10.0
                      
Leverage-based metrics:                      
Adjusted quarterly average assets (in billions) (6)
$2,224
 $2,224
   $1,672
 $1,672
  
Adjusted quarterly average assets (in billions) (5)
$2,258
 $2,258
   $1,719
 $1,719
  
Tier 1 leverage ratio8.6% 8.6% 4.0
 9.0% 9.0% 5.0
8.4% 8.4% 4.0
 8.7% 8.7% 5.0
           
SLR leverage exposure (in billions)  $2,791
     $2,112
  
SLR  6.8% 5.0
   7.1% 6.0
                      
December 31, 2016December 31, 2017
Risk-based capital metrics: 
  
    
  
   
  
    
  
  
Common equity tier 1 capital$168,866
 $168,866
   $149,755
 $149,755
  $171,063
 $171,063
   $150,552
 $150,552
  
Tier 1 capital190,315
 190,315
   149,755
 149,755
  191,496
 191,496
   150,552
 150,552
  
Total capital (4)
228,187
 218,981
   163,471
 154,697
  227,427
 218,529
   163,243
 154,675
  
Risk-weighted assets (in billions)1,399
 1,530
   1,176
 1,045
  1,434
 1,449
   1,201
 1,007
  
Common equity tier 1 capital ratio12.1% 11.0% 5.875% 12.7% 14.3% 6.5%11.9% 11.8% 7.25% 12.5% 14.9% 6.5%
Tier 1 capital ratio13.6
 12.4
 7.375
 12.7
 14.3
 8.0
13.4
 13.2
 8.75
 12.5
 14.9
 8.0
Total capital ratio16.3
 14.3
 9.375
 13.9
 14.8
 10.0
15.9
 15.1
 10.75
 13.6
 15.4
 10.0
                      
Leverage-based metrics:                      
Adjusted quarterly average assets (in billions) (6)
$2,131
 $2,131
   $1,611
 $1,611
  
Adjusted quarterly average assets (in billions) (5)
$2,224
 $2,224
   $1,672
 $1,672
  
Tier 1 leverage ratio8.9% 8.9% 4.0
 9.3% 9.3% 5.0
8.6% 8.6% 4.0
 9.0% 9.0% 5.0
(1) 
Under the applicable bank regulatory rules, the Corporation is not required to and, accordingly, will not restate previously-filedRegulatory capital metrics at December 31, 2017 reflect Basel 3 transition provisions for regulatory capital metricsadjustments and ratios in connection with the change in accounting methoddeductions, which were fully phased-in as described in Noteof January 1, – Summary of Significant Accounting Principles . Therefore, the December 31, 2016 amounts in the table are as originally reported. The cumulative impact of the change in accounting method resulted in an insignificant pro forma change to the Corporation’s capital metrics and ratios.2018.
(2) 
The December 31, 20172018 and 20162017 amounts include a transition capital conservation buffer of 1.875 percent and 1.25 percent and 0.625 percent and a transition global systemically important bank surcharge of 1.875 percent and 1.5 percent and 0.75 percent. The countercyclical capital buffer for both periods is zero.
(3) 
PercentagePercent required to meet guidelines to be considered “well capitalized” under the PCA framework.
(4) 
Total capital under the Advanced approaches differs from the Standardized approach due to differences in the amount permitted in Tier 2 capital related to the qualifying allowance for credit losses.
(5) 
During the fourth quarter of 2017, the Corporation obtained approval from U.S. banking regulators to use its Internal Models Methodology to calculate counterparty credit risk-weighted assets for derivatives under the Advanced approaches.
(6)
Reflects adjusted average total assets for the three months ended December 31, 20172018 and 20162017.

The capital adequacy rules issued by the U.S. banking regulators require institutions to meet the established minimums outlined in the table above. Failure to meet the minimum requirements can lead to certain mandatory and discretionary actions by regulators that could have a material adverse impact on the Corporation’s financial position. At December 31, 20172018 and 2016,2017, the Corporation and its banking entity affiliates were “well capitalized.”
Other Regulatory Matters
The Federal Reserve requires the Corporation’s bank subsidiaries to maintain reserve requirements based on a percentage of certain deposit liabilities. The average daily reserve balance requirements, in excess of vault cash, maintained by the Corporation with the Federal Reserve Bank were $11.4 billion and $8.9 billion for 2018 and $7.7 billion for 2017 and 2016.2017. At December 31, 20172018 and 2016,2017, the Corporation had cash and cash equivalents in the amount of $4.1$5.8 billion and $4.8$4.1 billion, and securities with a fair value of $17.3$16.6 billion and $14.6$17.3 billion that were segregated in compliance with securities regulations. Cash held on deposit with the Federal Reserve Bank to meet reserve requirements and cash and cash equivalents segregated in compliance with securities regulations are components of restricted cash. For additional information, see Note 10 – Federal Funds Sold or Purchased, Securities Financing Agreements, Short-term Borrowings and Restricted Cash. In
addition, at December 31, 20172018 and 2016,2017, the Corporation had
cash deposited with clearing organizations of $11.9$8.1 billion and $10.2$11.9 billion primarily recorded in other assets on the Consolidated Balance Sheet.
Bank Subsidiary Distributions
The primary sources of funds for cash distributions by the Corporation to its shareholders are capital distributions received from its bank subsidiaries, BANA and Bank of America California, N.A. In 2017,2018, the Corporation received dividends of $22.2$26.1 billion from BANA and $275$320 million from Bank of America California, N.A. In addition, Bank of America California, N.A. returned capital of $1.4 billion to the Corporation in 2018.
The amount of dividends that a subsidiary bank may declare in a calendar year without OCC approval is the subsidiary bank’s net profits for that year combined with its retained net profits for the preceding two years. Retained net profits, as defined by the OCC, consist of net income less dividends declared during the period. In 2018,2019, BANA can declare and pay dividends of approximately $6.0$3.1 billion to the Corporation plus an additional amount equal to its retained net profits for 20182019 up to the date of any such dividend declaration. Bank of America California, N.A. can pay dividends of $195$40 million in 20182019 plus an additional amount equal to its retained net profits for 20182019 up to the date of any such dividend declaration.




  
Bank of America 20171622018 142



NOTE 17 Employee Benefit Plans
Pension and Postretirement Plans
The Corporation sponsors a qualified noncontributory trusteed pension plan (Qualified Pension Plan), a number of noncontributory nonqualified pension plans, and postretirement health and life plans that cover eligible employees. Non-U.S. pension plans sponsored by the Corporation vary based on the country and local practices.
The Qualified Pension Plan has a balance guarantee feature for account balances with participant-selected investments, applied at the time a benefit payment is made from the plan that effectively provides principal protection for participant balances transferred and certain compensation credits. The Corporation is responsible for funding any shortfall on the guarantee feature.
Benefits earned under the Qualified Pension Plan have been frozen. Thereafter, the cash balance accounts continue to earn investment credits or interest credits in accordance with the terms of the plan document.
The Corporation has an annuity contract that guarantees the payment of benefits vested under a terminated U.S. pension plan (Other Pension Plan). The Corporation, under a supplemental agreement, may be responsible for, or benefit from actual experience and investment performance of the annuity assets. The Corporation made no contribution under this agreement in 20172018 or 2016.2017. Contributions may be required in the future under this agreement.
The Corporation’s noncontributory, nonqualified pension plans are unfunded and provide supplemental defined pension benefits to certain eligible employees.
In addition to retirement pension benefits, certain benefits-eligible employees may become eligible to continue participation as retirees in health care and/or life insurance plans sponsored by the Corporation. These plans are referred to as the Postretirement Health and Life Plans. During 2017, the Corporation established and funded a Voluntary Employees’ Beneficiary Association trust in the amount of $300 million for the Postretirement Health and Life Plans.
The Pension and Postretirement Plans table summarizes the changes in the fair value of plan assets, changes in the projected benefit obligation (PBO), the funded status of both the accumulated benefit obligation (ABO) and the PBO, and the weighted-average assumptions used to determine benefit obligations for the pension plans and postretirement plans at December 31, 20172018 and 2016.2017. The estimate of the Corporation’s PBO associated with these plans considers various actuarial assumptions, including assumptions for mortality rates and discount rates. The discount rate assumptions are derived from a cash flow matching technique that utilizes rates that are based on Aa-rated corporate bonds with cash flows that match estimated benefit payments of each of the plans. The increases in the weighted-average discount rates in 2018 resulted in decreases to the PBO of approximately $1.3 billion at December 31, 2018. The decreases in the weighted-average discount raterates in 2017 and 2016 resulted in increases to the PBO of approximately $1.1 billion and $1.3 billionatDecember 31, 2017. Significant gains and losses related to changes in the PBO for 2018 and 2017 and 2016.primarily resulted from changes in the discount rate.
              
Pension and Postretirement Plans (1)
              
              
Qualified
Pension Plan
 
Non-U.S.
Pension Plans
 
Nonqualified and Other
Pension Plans
 
Postretirement
Health and Life Plans
Qualified
Pension Plan
 
Non-U.S.
Pension Plans
 
Nonqualified and Other
Pension Plans
 
Postretirement
Health and Life Plans
(Dollars in millions)2017 2016 2017 2016 2017 2016 2017 20162018 2017 2018 2017 2018 2017 2018 2017
Change in fair value of plan assets 
  
  
  
  
  
  
  
Fair value, January 1$18,239
 $17,962
 $2,789
 $2,738
 $2,744
 $2,805
 $
 $
$19,708
 $18,239
 $2,943
 $2,789
 $2,724
 $2,744
 $300
 $
Actual return on plan assets2,285
 1,075
 118
 541
 128
 74
 
 
(550) 2,285
 (181) 118
 8
 128
 5
 
Company contributions
 
 23
 48
 98
 104
 393
 104

 
 22
 23
 91
 98
 43
 393
Plan participant contributions
 
 1
 1
 
 
 125
 125

 
 1
 1
 
 
 115
 125
Settlements and curtailments
 
 (190) (20) 
 (6) 
 

 
 (107) (190) 
 
 
 
Benefits paid(816) (798) (54) (118) (246) (233) (230) (242)(980) (816) (52) (54) (239) (246) (214) (230)
Federal subsidy on benefits paid n/a
  n/a
  n/a
  n/a
  n/a
 n/a
 12
 13
n/a
  n/a
 n/a
  n/a
 n/a
  n/a
 3
 12
Foreign currency exchange rate changes n/a
  n/a
 256
 (401)  n/a
 n/a
  n/a
  n/a
n/a
  n/a
 (165) 256
 n/a
  n/a
 n/a
  n/a
Fair value, December 31$19,708
 $18,239
 $2,943
 $2,789
 $2,724
 $2,744
 $300
 $
$18,178
 $19,708
 $2,461
 $2,943
 $2,584
 $2,724
 $252
 $300
Change in projected benefit obligation 
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
Projected benefit obligation, January 1$14,982
 $14,461
 $2,763
 $2,580
 $3,047
 $3,053
 $1,125
 $1,152
$15,706
 $14,982
 $2,814
 $2,763
 $3,047
 $3,047
 $1,056
 $1,125
Service cost
 
 24
 25
 1
 
 6
 7

 
 19
 24
 1
 1
 6
 6
Interest cost606
 634
 72
 86
 117
 127
 43
 47
563
 606
 65
 72
 105
 117
 36
 43
Plan participant contributions
 
 1
 1
 
 
 125
 125

 
 1
 1
 
 
 115
 125
Plan amendments
 
 
 
 
 
 (19) 

 
 13
 
 
 
 
 (19)
Settlements and curtailments
 
 (200) (31) 
 (6) 
 

 
 (107) (200) 
 
 
 
Actuarial loss (gain)934
 685
 (26) 535
 128
 106
 (7) 25
(1,145) 934
 (29) (26) (135) 128
 (73) (7)
Benefits paid(816) (798) (54) (118) (246) (233) (230) (242)(980) (816) (52) (54) (239) (246) (214) (230)
Federal subsidy on benefits paid n/a
 n/a
  n/a
  n/a
  n/a
  n/a
 12
 13
n/a
  n/a
 n/a
  n/a
 n/a
  n/a
 3
 12
Foreign currency exchange rate changes n/a
 n/a
 234
 (315)  n/a
  n/a
 1
 (2)n/a
  n/a
 (135) 234
 n/a
  n/a
 (1) 1
Projected benefit obligation, December 31$15,706
 $14,982
 $2,814
 $2,763
 $3,047
 $3,047
 $1,056
 $1,125
$14,144
 $15,706
 $2,589
 $2,814
 $2,779
 $3,047
 $928
 $1,056
Amounts recognized on Consolidated Balance Sheet                              
Other assets$4,002
 $3,257
 $610
 $475
 $730
 $760
 $
 $
$4,034
 $4,002
 $316
 $610
 $754
 $730
 $
 $
Accrued expenses and other liabilities
 
 (481) (449) (1,053) (1,063) (756) (1,125)
 
 (444) (481) (949) (1,053) (676) (756)
Net amount recognized, December 31$4,002
 $3,257
 $129
 $26
 $(323) $(303) $(756) $(1,125)$4,034
 $4,002
 $(128) $129
 $(195) $(323) $(676) $(756)
Funded status, December 31 
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
Accumulated benefit obligation$15,706
 $14,982
 $2,731
 $2,645
 $3,046
 $3,046
 n/a
 n/a
$14,144
 $15,706
 $2,542
 $2,731
 $2,778
 $3,046
 n/a
 n/a
Overfunded (unfunded) status of ABO4,002
 3,257
 212
 144
 (322) (302) n/a
 n/a
4,034
 4,002
 (81) 212
 (194) (322) n/a
 n/a
Provision for future salaries
 
 83
 118
 1
 1
 n/a
 n/a

 
 47
 83
 1
 1
 n/a
 n/a
Projected benefit obligation15,706
 14,982
 2,814
 2,763
 3,047
 3,047
 $1,056
 $1,125
14,144
 15,706
 2,589
 2,814
 2,779
 3,047
 $928
 $1,056
Weighted-average assumptions, December 31 
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
Discount rate3.68% 4.16% 2.39% 2.56% 3.58% 4.01% 3.58% 3.99%4.32% 3.68% 2.60% 2.39% 4.26% 3.58% 4.25% 3.58%
Rate of compensation increase n/a
 n/a
 4.31
 4.51
 4.00
 4.00
 n/a
 n/a
n/a
  n/a
 4.49
 4.31
 4.00
 4.00
 n/a
 n/a
Interest-crediting rate5.18
 5.08
 1.47
 1.49
 4.50
 4.53
 n/a
 n/a
(1) 
The measurement date for the Qualified Pension Plan, Non-U.S. Pension Plans, Nonqualified and Other Pension Plans, and Postretirement Health and Life Plans was December 31 of each year reported.
n/a = not applicable


163143Bank of America 20172018

  







The Corporation’s estimate of its contributions to be made to the Non-U.S. Pension Plans, Nonqualified and Other Pension Plans, and Postretirement Health and Life Plans in 20182019 is $17$21 million, $92$91 million and $19$15 million, respectively. The Corporation does not expect to make a contribution to the Qualified Pension Plan in 2018.2019. It is the policy of the Corporation to fund no less than the
 
minimum funding amount required by the Employee Retirement Income Security Act of 1974 (ERISA).
Pension Plans with ABO and PBO in excess of plan assets as of December 31, 20172018 and 20162017 are presented in the table below. For these plans, funding strategies vary due to legal requirements and local practices.
        
Plans with ABO and PBO in Excess of Plan Assets       
        
 
Non-U.S.
Pension Plans
 
Nonqualified
and Other
Pension Plans
(Dollars in millions)2018 2017 2018 2017
PBO$615
 $671
 $950
 $1,054
ABO605
 644
 949
 1,053
Fair value of plan assets173
 191
 1
 1
        
Plans with PBO and ABO in Excess of Plan Assets       
        
 
Non-U.S.
Pension Plans
 
Nonqualified
and Other
Pension Plans
(Dollars in millions)2017 2016 2017 2016
PBO$671
 $626
 $1,054
 $1,065
ABO644
 594
 1,053
 1,064
Fair value of plan assets191
 179
 1
 1

                      
Components of Net Periodic Benefit Cost                      
                      
Qualified Pension Plan Non-U.S. Pension PlansQualified Pension Plan Non-U.S. Pension Plans
(Dollars in millions)2017 2016 2015 2017 2016 20152018 2017 2016 2018 2017 2016
Components of net periodic benefit cost (income)                      
Service cost$
 $
 $
 $24
 $25
 $27
$
 $
 $
 $19
 $24
 $25
Interest cost606
 634
 621
 72
 86
 93
563
 606
 634
 65
 72
 86
Expected return on plan assets(1,068) (1,038) (1,045) (136) (123) (133)(1,136) (1,068) (1,038) (126) (136) (123)
Amortization of net actuarial loss154
 139
 170
 8
 6
 6
147
 154
 139
 10
 8
 6
Other
 
 
 (7) 2
 1

 
 
 12
 (7) 2
Net periodic benefit cost (income)$(308) $(265) $(254) $(39) $(4) $(6)$(426) $(308) $(265) $(20) $(39) $(4)
Weighted-average assumptions used to determine net cost for years ended December 31 
  
  
  
  
  
 
  
  
  
  
  
Discount rate4.16% 4.51% 4.12% 2.56% 3.59% 3.56%3.68% 4.16% 4.51% 2.39% 2.56% 3.59%
Expected return on plan assets6.00
 6.00
 6.00
 4.73
 4.84
 5.27
6.00
 6.00
 6.00
 4.37
 4.73
 4.84
Rate of compensation increasen/a
 n/a
 n/a
 4.51
 4.67
 4.70
n/a
 n/a
 n/a
 4.31
 4.51
 4.67
                      
Nonqualified and
Other Pension Plans
 Postretirement Health
and Life Plans
Nonqualified and
Other Pension Plans
 Postretirement Health
and Life Plans
(Dollars in millions)2017 2016 2015 2017 2016 20152018 2017 2016 2018 2017 2016
Components of net periodic benefit cost (income)                      
Service cost$1
 $
 $
 $6
 $7
 $8
$1
 $1
 $
 $6
 $6
 $7
Interest cost117
 127
 122
 43
 47
 48
105
 117
 127
 36
 43
 47
Expected return on plan assets(95) (101) (92) 
 
 (1)(84) (95) (101) (6) 
 
Amortization of net actuarial loss (gain)34
 25
 34
 (21) (81) (46)43
 34
 25
 (27) (21) (81)
Other
 3
 
 4
 4
 4

 
 3
 (3) 4

4
Net periodic benefit cost (income)$57
 $54
 $64
 $32
 $(23) $13
$65
 $57
 $54
 $6
 $32
 $(23)
Weighted-average assumptions used to determine net cost for years ended December 31 
  
  
  
  
  
 
  
  
  
  
  
Discount rate4.01% 4.34% 3.80% 3.99% 4.32% 3.75%3.58% 4.01% 4.34% 3.58% 3.99% 4.32%
Expected return on plan assets3.50
 3.66
 3.26
  n/a
  n/a
 6.00
3.19
 3.50
 3.66
 2.00
  n/a
  n/a
Rate of compensation increase4.00
 4.00
 4.00
  n/a
  n/a
 n/a
4.00
 4.00
 4.00
 n/a
  n/a
  n/a
n/a = not applicable
The asset valuation method used to calculate the expected return on plan assets component of net periodic benefit cost for the Qualified Pension Plan recognizes 60 percent of the prior year’s market gains or losses at the next measurement date with the remaining 40 percent spread equally over the subsequent four years.
Gains and losses for all benefit plans except postretirement health care are recognized in accordance with the standard amortization provisions of the applicable accounting guidance. Net periodic postretirement health and life expense was determined using the “projected unit credit” actuarial method. For the Postretirement Health and Life Plans, 50 percent of the unrecognized gain or loss at the beginning of the fiscal year (or at
subsequent remeasurement) is recognized on a level basis during the year.
Assumed health care cost trend rates affect the postretirement benefit obligation and benefit cost reported for the Postretirement Health and Life Plans. The assumed health care cost trend rate used to measure the expected cost of benefits covered by the Postretirement Health and Life Plans is 7.006.50 percent for 2018,2019, reducing in steps to 5.00 percent in 2023 and later years. A one-percentage-point increase in assumed health care cost trend rates would have increased the service and interest costs, and the benefit obligation by $1 million and $26 million in 2017. A one-percentage-point decrease in assumed health care cost trend rates would have lowered the service and interest costs, and the benefit obligation by $1 million and $23 million in 2017.

Bank of America 2017164


The Corporation’s net periodic benefit cost (income) recognized for the plans is sensitive to the discount rate and expected return on plan assets. With all other assumptions held constant, a 25 bp decline in the discount rate and expected return on plan assets assumptions would have resulted in an increase in the net periodic benefit cost forFor the Qualified Pension Plan, of approximately $6
million and $45 million in 2017, and approximately $6 million and $47 million to be recognized in 2018. For the Non-U.S. Pension Plans, Nonqualified and Other Pension Plans, and Postretirement Health and Life Plans, a 25 bp decline in discount rates and expected return on assets would not have a significant impact on the net periodic benefit cost for 2017 and 2018.

                    
Pretax Amounts Included in Accumulated OCI                
                    
 
Qualified
Pension Plan
 
Non-U.S.
Pension Plans
 
Nonqualified
and Other
Pension Plans
 
Postretirement
Health and
Life Plans
 Total
(Dollars in millions)2017 2016 2017 2016 2017 2016 2017 2016 2017 2016
Net actuarial loss (gain)$3,992
 $4,429
 $196
 $216
 $1,014
 $953
 $(30) $(44) $5,172
 $5,554
Prior service cost (credits)
 
 4
 4
 
 
 (11) 12
 (7) 16
Amounts recognized in accumulated OCI$3,992
 $4,429
 $200
 $220
 $1,014
 $953
 $(41) $(32) $5,165
 $5,570
Bank of America 2018 144


                    
Pretax Amounts Recognized in OCI              
                    
 
Qualified
Pension Plan
 
Non-U.S.
Pension Plans
 
Nonqualified
and Other
Pension Plans
 
Postretirement
Health and
Life Plans
 
Total (1)
(Dollars in millions)2017 2016 2017 2016 2017 2016 2017 2016 2017 2016
Current year actuarial loss (gain)$(283) $648
 $(12) $100
 $95
 $133
 $(7) $25
 $(207) $906
Amortization of actuarial gain (loss)(154) (139) (8) (6) (34) (28) 21
 81
 (175) (92)
Current year prior service cost (credit)
 
 
 
 
 
 (19) 
 (19) 
Amortization of prior service cost
 
 
 (1) 
 
 (4) (4) (4) (5)
Amounts recognized in OCI$(437) $509
 $(20) $93
 $61
 $105
 $(9) $102
 $(405) $809
                    
Pretax Amounts included in Accumulated OCI                
                    
 
Qualified
Pension Plan
 
Non-U.S.
Pension Plans
 
Nonqualified
and Other
Pension Plans
 
Postretirement
Health and
Life Plans
 Total
(Dollars in millions)2018 2017 2018 2017 2018 2017 2018 2017 2018 2017
Net actuarial loss (gain)$4,386
 $3,992
 $454
 $196
 $912
 $1,014
 $(75) $(30) $5,677
 $5,172
Prior service cost (credits)
 
 18
 4
 
 
 (9) (11) 9
 (7)
Amounts recognized in accumulated OCI$4,386
 $3,992
 $472
 $200
 $912
 $1,014
 $(84) $(41) $5,686
 $5,165
(1) Pretax amounts to be amortized from accumulated OCI as period cost during 2018 are estimated to be $176 million.
                    
Pretax Amounts Recognized in OCI              
                    
 
Qualified
Pension Plan
 
Non-U.S.
Pension Plans
 
Nonqualified
and Other
Pension Plans
 
Postretirement
Health and
Life Plans
 Total
(Dollars in millions)2018 2017 2018 2017 2018 2017 2018 2017 2018 2017
Current year actuarial loss (gain)$541
 $(283) $270
 $(12) $(59) $95
 $(73) $(7) $679
 $(207)
Amortization of actuarial gain (loss) and
prior service cost
(147) (154) (11) (8) (43) (34) 30
 21
 (171) (175)
Current year prior service cost (credit)
 
 13
 
 
 
 
 (23) 13
 (23)
Amounts recognized in OCI$394
 $(437) $272
 $(20) $(102) $61
 $(43) $(9) $521
 $(405)

Plan Assets
The Qualified Pension Plan has been established as a retirement vehicle for participants, and trusts have been established to secure benefits promised under the Qualified Pension Plan. The Corporation’s policy is to invest the trust assets in a prudent manner for the exclusive purpose of providing benefits to participants and defraying reasonable expenses of administration. The Corporation’s investment strategy is designed to provide a total return that, over the long term, increases the ratio of assets to liabilities. The strategy attempts to maximize the investment return on assets at a level of risk deemed appropriate by the Corporation while complying with ERISA and any applicable regulations and laws. The investment strategy utilizes asset allocation as a principal determinant for establishing the risk/return profile of the assets. Asset allocation ranges are established, periodically reviewed and adjusted as funding levels and liability characteristics change. Active and passive investment managers are employed to help enhance the risk/return profile of the assets. An additional aspect of the investment strategy used to minimize risk (part of the asset allocation plan) includes matching the exposure of participant-selected investment measures. No plan assets are expected to be returned to the Corporation during 2018.
The assets of the Non-U.S. Pension Plans are primarily attributable to a U.K. pension plan. This U.K. pension plan’s assets are invested prudently so that the benefits promised to members are provided with consideration given to the nature and the duration
 
of the plan’s liabilities. The selected asset allocation strategy is designed to achieve a higher return than the lowest risk strategy.
The expected rate of return on plan assets assumption was developed through analysis of historical market returns, historical asset class volatility and correlations, current market conditions, anticipated future asset allocations, the funds’ past experience, and expectations on potential future market returns. The expected return on plan assets assumption is determined using the calculated market-related value for the Qualified Pension Plan and the Other Pension Plan and the fair value for the Non-U.S. Pension Plans and Postretirement Health and Life Plans. The expected return on plan assets assumption represents a long-term average view of the performance of the assets in the Qualified Pension Plan, the Non-U.S. Pension Plans, the Other Pension Plan, and Postretirement Health and Life Plans, a return that may or may not be achieved during any one calendar year. The Other Pension Plan is invested solely in an annuity contract which is primarily invested in fixed-income securities structured such that asset maturities match the duration of the plan’s obligations.
The target allocations for 20182019 by asset category for the Qualified Pension Plan, Non-U.S. Pension Plans, and Nonqualified and Other Pension Plans are presented in the following table. Equity securities for the Qualified Pension Plan include common stock of the Corporation in the amounts of $221 million (1.22 percent of total plan assets) and $261 million (1.33 percent of total plan assets) and $203 million (1.11 percent of total plan assets) at December 31, 20172018 and 2016.2017.

165Bank of America 2017



    
20182019 Target Allocation
    
 Percentage
Asset Category
Qualified
Pension Plan
Non-U.S.
Pension Plans
Nonqualified
and Other
Pension Plans
Equity securities30-6020-505-350-5
Debt securities40-7045-7540-8095-100
Real estate0-100-150-5
Other0-50-255-300-5


145Bank of America 2018






Fair Value Measurements
For more information on fair value measurements, including descriptions of Level 1, 2 and 3 of the fair value hierarchy and the valuation methods employed by the Corporation, see Note 1 – Summary of Significant Accounting Principles and Note 20 – Fair Value Measurements. Combined plan investment assets measured at fair value by level and in total at December 31, 20172018 and 20162017 are summarized in the Fair Value Measurements table.
              
Fair Value Measurements              
              
Level 1 Level 2 Level 3 TotalLevel 1 Level 2 Level 3 Total
(Dollars in millions)December 31, 2017December 31, 2018
Cash and short-term investments 
  
  
  
 
  
  
  
Money market and interest-bearing cash$2,190
 $
 $
 $2,190
$1,530
 $
 $
 $1,530
Cash and cash equivalent commingled/mutual funds
 1,004
 
 1,004

 644
 
 644
Fixed income 
  
  
  
 
  
  
  
U.S. government and agency securities3,331
 854
 9
 4,194
3,637
 805
 9
 4,451
Corporate debt securities
 2,417
 
 2,417

 2,852
 
 2,852
Asset-backed securities
 1,832
 
 1,832

 2,119
 
 2,119
Non-U.S. debt securities693
 898
 
 1,591
539
 961
 
 1,500
Fixed income commingled/mutual funds775
 1,676
 
 2,451
933
 1,177
 
 2,110
Equity 
  
  
  
 
  
  
  
Common and preferred equity securities5,833
 
 
 5,833
4,414
 
 
 4,414
Equity commingled/mutual funds271
 1,753
 
 2,024
288
 1,275
 
 1,563
Public real estate investment trusts138
 
 
 138
104
 
 
 104
Real estate 
  
  
  
 
  
  
  
Private real estate
 
 93
 93

 
 5
 5
Real estate commingled/mutual funds
 13
 831
 844

 13
 885
 898
Limited partnerships
 155
 85
 240

 158
 82
 240
Other investments (1)
101
 649
 74
 824
93
 364
 588
 1,045
Total plan investment assets, at fair value$13,332
 $11,251
 $1,092
 $25,675
$11,538
 $10,368
 $1,569
 $23,475
              
December 31, 2016December 31, 2017
Cash and short-term investments 
  
  
  
 
  
  
  
Money market and interest-bearing cash$776
 $
 $
 $776
$2,190
 $
 $
 $2,190
Cash and cash equivalent commingled/mutual funds
 997
 
 997

 1,004
 
 1,004
Fixed income 
  
  
  
 
  
  
  
U.S. government and agency securities3,125
 816
 10
 3,951
3,331
 854
 9
 4,194
Corporate debt securities
 1,892
 
 1,892

 2,417
 
 2,417
Asset-backed securities
 2,246
 
 2,246

 1,832
 
 1,832
Non-U.S. debt securities789
 705
 
 1,494
693
 898
 
 1,591
Fixed income commingled/mutual funds778
 1,503
 
 2,281
775
 1,676
 
 2,451
Equity 
  
  
  
 
  
  
  
Common and preferred equity securities6,120
 
 
 6,120
5,833
 
 
 5,833
Equity commingled/mutual funds735
 1,225
 
 1,960
271
 1,753
 
 2,024
Public real estate investment trusts145
 
 
 145
138
 
 
 138
Real estate 
  
  
  
 
  
  
  
Private real estate
 
 150
 150

 
 93
 93
Real estate commingled/mutual funds
 12
 748
 760

 13
 831
 844
Limited partnerships
 132
 38
 170

 155
 85
 240
Other investments (1)
15
 732
 83
 830
101
 649
 74
 824
Total plan investment assets, at fair value$12,483
 $10,260
 $1,029
 $23,772
$13,332
 $11,251
 $1,092
 $25,675
(1) 
Other investments include interest rate swaps of $156 million and $257 million, participant loans of $20 million and $36 million, commodity and balanced funds of $305 million and $451 million, insurance annuity contracts of $562 million and $36950 million and other various investments of $197178 million and $168323 million at December 31, 20172018 and 20162017.


  
Bank of America 20171662018 146



The Level 3 Fair Value Measurements table presents a reconciliation of all plan investment assets measured at fair value using significant unobservable inputs (Level 3) during 2018, 2017 2016 and 2015.2016.
        
Level 3 Fair Value Measurements  
        
 
Balance
January 1
 
Actual Return on
Plan Assets Still
Held at the
Reporting Date
 Purchases, Sales and Settlements 
Balance
December 31
(Dollars in millions)2018
Fixed income 
  
  
  
U.S. government and agency securities$9
 $
 $
 $9
Real estate   
    
Private real estate93
 (7) (81) 5
Real estate commingled/mutual funds831
 52
 2
 885
Limited partnerships85
 (12) 9
 82
Other investments74
 
 514
 588
Total$1,092
 $33
 $444
 $1,569
        
 2017
Fixed income 
  
  
  
U.S. government and agency securities$10
 $
 $(1) $9
Real estate 
  
    
Private real estate150
 8
 (65) 93
Real estate commingled/mutual funds748
 63
 20
 831
Limited partnerships38
 14
 33
 85
Other investments83
 5
 (14) 74
Total$1,029
 $90
 $(27) $1,092
        
 2016
Fixed income       
U.S. government and agency securities$11
 $
 $(1) $10
Real estate 
  
    
Private real estate144
 1
 5
 150
Real estate commingled/mutual funds731
 21
 (4) 748
Limited partnerships49
 (2) (9) 38
Other investments102
 4
 (23) 83
Total$1,037
 $24
 $(32) $1,029
        
Level 3 Fair Value Measurements  
        
 
Balance
January 1
 
Actual Return on
Plan Assets Still
Held at the
Reporting Date
 Purchases, Sales and Settlements 
Balance
December 31
(Dollars in millions)2017
Fixed income 
  
  
  
U.S. government and agency securities$10
 $
 $(1) $9
Real estate   
   

Private real estate150
 8
 (65) 93
Real estate commingled/mutual funds748
 63
 20
 831
Limited partnerships38
 14
 33
 85
Other investments83
 5
 (14) 74
Total$1,029
 $90
 $(27) $1,092
        
 2016
Fixed income 
  
  
  
U.S. government and agency securities$11
 $
 $(1) $10
Real estate 
  
    
Private real estate144
 1
 5
 150
Real estate commingled/mutual funds731
 21
 (4) 748
Limited partnerships49
 (2) (9) 38
Other investments102
 4
 (23) 83
Total$1,037
 $24
 $(32) $1,029
        
 2015
Fixed income       
U.S. government and agency securities$11
 $
 $
 $11
Real estate 
  
    
Private real estate127
 14
 3
 144
Real estate commingled/mutual funds632
 37
 62
 731
Limited partnerships65
 (1) (15) 49
Other investments127
 (5) (20) 102
Total$962
 $45
 $30
 $1,037

Projected Benefit Payments
Benefit payments projected to be made from the Qualified Pension Plan, Non-U.S. Pension Plans, Nonqualified and Other Pension Plans, and Postretirement Health and Life Plans are presented in the table below.
              
Projected Benefit PaymentsProjected Benefit Payments  Projected Benefit Payments  
              
(Dollars in millions)
Qualified
Pension Plan (1)
 
Non-U.S.
Pension Plans (2)
 
Nonqualified
and Other
Pension Plans (2)
 
Postretirement Health and Life Plans (3)
Qualified
Pension Plan (1)
 
Non-U.S.
Pension Plans (2)
 
Nonqualified
and Other
Pension Plans (2)
 
Postretirement Health and Life Plans (3)
2018$927
 $90
 $237
 $92
2019912
 98
 239
 87
$905
 $98
 $241
 $85
2020924
 104
 242
 84
932
 103
 244
 82
2021912
 112
 239
 81
920
 110
 239
 79
2022919
 121
 232
 78
925
 119
 234
 77
2023 - 20274,455
 695
 1,073
 343
2023915
 125
 228
 74
2024 - 20284,451
 671
 1,046
 323
(1) 
Benefit payments expected to be made from the plan’s assets.
(2) 
Benefit payments expected to be made from a combination of the plans’ and the Corporation’s assets.
(3) 
Benefit payments (net of retiree contributions) expected to be made from a combination of the plans’ and the Corporation’s assets.
Defined Contribution Plans
The Corporation maintains qualified and non-qualified defined contribution retirement plans. The Corporation recorded expense of $1.0 billion in each of 2018, 2017, 2016 and 20152016 related to the qualified defined contribution plans. At December 31, 2018 and 2017, and 2016, 218212 million and 224218 million shares of the Corporation’s
 
common stock were held by these plans. Payments to the plans for dividends on common stock were $115 million, $86 million and $60 million in 2018, 2017 and $48 million in 2017, 2016, and 2015, respectively.
Certain non-U.S. employees are covered under defined contribution pension plans that are separately administered in accordance with local laws.




167147Bank of America 20172018

  







NOTE 18Stock-based Compensation Plans
The Corporation administers a number of equity compensation plans, with awards being granted predominantly from the Bank of America Key Employee Equity Plan (KEEP). Under this plan, 450 million shares of the Corporation’s common stock are authorized to be used for grants of awards.
During 20172018 and 2016,2017, the Corporation granted 8571 million and 16385 million RSU awards to certain employees under the KEEP. Generally, one-third of the RSUs vest on each of the first three anniversaries of the grant date provided that the employee remains continuously employed with the Corporation during that time.KEEP. The RSUs arewere authorized to settle predominantly in shares of common stock of the Corporation, and are expensed ratably over the vesting period, net of estimated forfeitures, for non-retirement eligible employees based on the grant-date fair value of the shares.Corporation. Certain RSUs will be settled in cash or contain settlement provisions that subject these awards to variable accounting whereby compensation expense is adjusted to fair value based on changes in the share price of the Corporation’s common stock up to the settlement date. Of the RSUs granted in 2018 and 2017, 63 million and 85 million will vest in one-third increments on each of the first three anniversaries of the grant date provided that the employee remains continuously employed with the Corporation during that time, and will be expensed ratably over the vesting period, net of estimated forfeitures, for non-retirement eligible employees based on the grant-date fair value of the shares. Additionally, eight million of the RSUs granted in 2018 will vest in one-fourth increments on each of the first four anniversaries of the grant date provided that the employee remains continuously employed with the Corporation during that time, and will be expensed ratably over the vesting period, net of estimated forfeitures, based on the grant-date fair value of the shares. Awards granted in years prior to 2016 were predominantly cash settled.
Effective October 1, 2017, the Corporation changed its accounting method for determining when stock-based compensation awards granted to retirement-eligible employees are deemed authorized, changing from the grant date to the beginning of the year preceding the grant date when the incentive award plans are generally approved. As a result, the estimated value of the awards is now expensed ratably over the year preceding the grant date. The compensation cost for all periods prior periodsto this change presented herein has been restated. For more information, see Note 1 – Summary of Significant Accounting Principles.
The compensation cost for the stock-based plans was $2.2$1.8 billion, $2.2 billion and $2.1$2.2 billion in 2017, 2016 and 2015 and the related income tax benefit was $433 million, $829 million and $835 million for 2018, 2017 and $792 million for 2017, 2016, and 2015, respectively.
Restricted Stock/Units
The table below presents the status at December 31, 20172018 of the share-settled restricted stock/units and changes during 2017.2018.
    
Stock-settled Restricted Stock/Units
    
 Shares/Units 
Weighted-
average Grant Date Fair Value
Outstanding at January 1, 2017156,492,946
 $11.99
Granted81,555,447
 24.58
Vested(52,187,746) 12.01
Canceled(6,587,404) 16.93
Outstanding at December 31, 2017179,273,243
 17.53
    
Stock-settled Restricted Stock/Units
    
 Shares/Units 
Weighted-
average Grant Date Fair Value
Outstanding at January 1, 2018179,273,243
 $17.53
Granted68,899,627
 30.53
Vested(74,357,624) 16.31
Canceled(8,194,000) 22.84
Outstanding at December 31, 2018165,621,246
 23.22
The table below presents the status at December 31, 20172018 of the cash-settled RSUs granted under the KEEP and changes during 2017.2018.
  
Cash-settled Restricted Units 
  
 Units
Outstanding at January 1, 20172018121,235,48942,209,626

Granted3,105,9882,195,025

Vested(79,525,86441,434,793)
Canceled(2,605,987360,736)
Outstanding at December 31, 2017201842,209,6262,609,122


At December 31, 2017,2018, there was an estimated $1.1 billion of total unrecognized compensation cost related to certain share-based compensation awards that is expected to be recognized over a period of up to four years, with a weighted-average period of 1.71.9 years. The total fair value of restricted stock vested in 2018, 2017 and 2016 and 2015 was $2.3 billion, $1.3 billion $358 million and $145$358 million, respectively. In 2018, 2017 2016 and 2015,2016, the amount of cash paid to settle equity-based awards for all equity compensation plans was $1.3 billion, $1.9 billion and $1.7 billion, and $3.0 billion, respectively.
Stock Options
The table below presentsOf the status16.6 million stock options with a weighted-average exercise price of all option plans$43.44 outstanding at January 1, 2018, 2.1 million and 14.5 million were exercised and forfeited during 2018 at weighted-average exercise prices of $30.71 and $45.29. There were no outstanding stock options at December 31, 2018.
NOTE 19 Income Taxes
The components of income tax expense for 2018, 2017 and changes during 2017.2016 are presented in the table below.
      
Income Tax Expense    
      
(Dollars in millions)2018 2017 2016
Current income tax expense 
  
  
U.S. federal$816
 $1,310
 $302
U.S. state and local1,377
 557
 120
Non-U.S. 1,203
 939
 984
Total current expense3,396
 2,806
 1,406
Deferred income tax expense 
  
  
U.S. federal2,579
 7,238
 5,416
U.S. state and local240
 835
 (279)
Non-U.S. 222
 102
 656
Total deferred expense3,041
 8,175
 5,793
Total income tax expense$6,437
 $10,981
 $7,199

    
Stock Options
    
 Options 
Weighted-
average
Exercise Price
Outstanding at January 1, 201742,357,282
 $50.57
Forfeited(25,769,108) 55.15
Outstanding at December 31, 201716,588,174
 43.44
All options outstanding as of December 31, 2017were vested and exercisable with a weighted-average remaining contractual term of less than one year and have no aggregate intrinsic value. No options have been granted since 2008.


  
Bank of America 20171682018 148



NOTE 19 Total income tax expense does not reflect the tax effects of items that are included in OCI each period. For more information, see Note 14 – Accumulated Other Comprehensive Income Taxes(Loss). Other tax effects included in OCI each period resulted in a benefit of $1.2 billion, $1.2 billion and $498 million in 2018, 2017 and 2016, respectively. In addition, prior to 2017, total income tax expense did not reflect tax effects associated with the Corporation’s employee stock plans which decreased common stock and additional paid-in capital $41 million in 2016.
Income tax expense for 2018, 2017 and 2016 varied from the amount computed by applying the statutory income tax rate to income before income taxes. The Corporation’s federal statutory tax rate was 21 percent for 2018 and 35 percent for 2017 and 2016. A reconciliation of the expected U.S. federal income tax expense, calculated by applying the federal statutory tax rate, to the Corporation’s actual income tax expense, and the effective tax rates for 2018, 2017 and 2016 are presented in the table below.
On December 22, 2017, the President signed into law the Tax Act which made significant changes to federal income tax law including, among other things, reducing the statutory corporate income tax rate to 21 percent from 35 percent and changing the taxation of the Corporation’s non-U.S. business activities. The estimated impact on net income in 2017 was $2.9 billion, driven by $2.3 billion in income tax expense, largely from a lower valuation of certain U.S. deferred tax assets and liabilities. The change in the
statutory tax rate also impacted the Corporation’s tax-advantaged energy investments, resulting in a downward valuation adjustment of $946 million recorded in other income and a related income tax benefit of $347 million, which when netted against the $2.3 billion, resulted in a net impact on income tax expense of $1.9 billion. For more information onThe Corporation has completed its analysis and accounting under Staff Accounting Bulletin No. 118 for the effects of the Tax Act, see Note 1 – Summary of Significant Accounting Principles.
The components of income tax expense for 2017, 2016 and 2015 are presented in the table below.Act.
    ��       
Reconciliation of Income Tax Expense          
            
 Amount Percent Amount Percent Amount Percent
(Dollars in millions)2018 2017 2016
Expected U.S. federal income tax expense$7,263
 21.0 % $10,225
 35.0 % $8,757
 35.0 %
Increase (decrease) in taxes resulting from:           
State tax expense, net of federal benefit1,367
 4.0
 881
 3.0
 420
 1.7
Affordable housing/energy/other credits(1,888) (5.5) (1,406) (4.8) (1,203) (4.8)
Tax-exempt income, including dividends(413) (1.2) (672) (2.3) (562) (2.2)
Share-based compensation(257) (0.7) (236) (0.8) 
 
Nondeductible expenses302
 0.9
 97
 0.3
 180
 0.7
Changes in prior-period UTBs, including interest144
 0.4
 133
 0.5
 (328) (1.3)
Rate differential on non-US earnings98
 0.3
 (272) (0.9) (307) (1.2)
Tax law changes (1)

 
 2,281
 7.8
 348
 1.4
Other(179) (0.6) (50) (0.2) (106) (0.5)
Total income tax expense$6,437
 18.6 % $10,981
 37.6 % $7,199
 28.8 %
      
Income Tax Expense    
      
(Dollars in millions)2017 2016 2015
Current income tax expense 
  
  
U.S. federal$1,310
 $302
 $2,539
U.S. state and local557
 120
 210
Non-U.S. 939
 984
 561
Total current expense2,806
 1,406
 3,310
Deferred income tax expense 
  
  
U.S. federal7,238
 5,416
 1,855
U.S. state and local835
 (279) 515
Non-U.S. 102
 656
 597
Total deferred expense8,175
 5,793
 2,967
Total income tax expense$10,981
 $7,199
 $6,277
Total income tax expense does not reflect the tax effects of items that are included in OCI each period. For more information, see Note 14 – Accumulated Other Comprehensive Income (Loss). Other tax effects included in OCI each period resulted in a benefit of $1.2 billion and $498 million in 2017 and 2016 and an expense of $631 million in 2015. In addition, prior to 2017, total income tax expense does not reflect tax effects associated with the Corporation’s employee stock plans which decreased common
stock and additional paid-in capital $41 million and $44 million in 2016 and 2015.
Income tax expense for 2017, 2016 and 2015 varied from the amount computed by applying the statutory income tax rate to income before income taxes. A reconciliation of the expected U.S. federal income tax expense, calculated by applying the federal statutory tax rate of 35 percent, to the Corporation’s actual income tax expense, and the effective tax rates for 2017, 2016 and 2015 are presented in the table below.
            
Reconciliation of Income Tax Expense          
            
 Amount Percent Amount Percent Amount Percent
(Dollars in millions)2017 2016 2015
Expected U.S. federal income tax expense$10,225
 35.0 % $8,757
 35.0 % $7,765
 35.0 %
Increase (decrease) in taxes resulting from:           
State tax expense, net of federal benefit881
 3.0
 420
 1.7
 438
 2.0
Tax law changes (1)
2,281
 7.8
 348
 1.4
 289
 1.3
Changes in prior-period UTBs, including interest133
 0.5
 (328) (1.3) (52) (0.2)
Nondeductible expenses97
 0.3
 180
 0.7
 40
 0.1
Affordable housing/energy/other credits(1,406) (4.8) (1,203) (4.8) (1,087) (4.9)
Tax-exempt income, including dividends(672) (2.3) (562) (2.2) (539) (2.4)
Non-U.S. tax rate differential(272) (0.9) (307) (1.2) (559) (2.5)
Share-based compensation(236) (0.8) 
 
 
 
Other(50) (0.2) (106) (0.5) (18) (0.1)
Total income tax expense$10,981
 37.6 % $7,199
 28.8 % $6,277
 28.3 %

(1) 
Amounts for 2016 and 2015 are for Non-U.S.non-U.S. tax law changes.
The reconciliation of the beginning unrecognized tax benefits (UTB) balance to the ending balance is presented in the following table.
      
Reconciliation of the Change in Unrecognized Tax Benefits
      
(Dollars in millions)2018 2017 2016
Balance, January 1$1,773
 $875
 $1,095
Increases related to positions taken during the current year395
 292
 104
Increases related to positions taken during prior years 
406
 750
 1,318
Decreases related to positions taken during prior years(371) (122) (1,091)
Settlements(6) (17) (503)
Expiration of statute of limitations
 (5) (48)
Balance, December 31$2,197
 $1,773
 $875
      
Reconciliation of the Change in Unrecognized Tax Benefits
      
(Dollars in millions)2017 2016 2015
Balance, January 1$875
 $1,095
 $1,068
Increases related to positions taken during the current year292
 104
 36
Increases related to positions taken during prior years 
750
 1,318
 187
Decreases related to positions taken during prior years(122) (1,091) (177)
Settlements(17) (503) (1)
Expiration of statute of limitations(5) (48) (18)
Balance, December 31$1,773
 $875
 $1,095

169Bank of America 2017




At December 31, 2018, 2017 2016 and 2015,2016, the balance of the Corporation’s UTBs which would, if recognized, affect the Corporation’s effective tax rate was $1.6 billion, $1.2 billion $0.6 billion and $0.7$0.6 billion, respectively. Included in the UTB balance are some items the recognition of which would not affect the effective tax rate, such as the tax effect of certain temporary differences, the portion of gross state UTBs that would be offset by the tax benefit of the associated federal deduction and the portion of gross non-U.S. UTBs that would be offset by tax reductions in other jurisdictions.
The Corporation files income tax returns in more than 100 state and non-U.S. jurisdictions each year. The IRS and other tax authorities in countries and states in which the Corporation has significant business operations examine tax returns periodically (continuously in some jurisdictions). The following table
summarizes the status of examinations by major jurisdiction for the Corporation and various subsidiaries at December 31, 2017.2018.
    
Tax Examination Status   
    
 
Years under
Examination (1)
 Status at December 31 20172018
United States2012 – 2013 IRS Appeals
United States2014 – 2016 Field examination
New York2015 Field examination
United Kingdom20162017 To begin in 20182019
(1) 
All tax years subsequent to the years shown remain subject to examination.
It is reasonably possible that the UTB balance may decrease by as much as $0.4$1.2 billion during the next 12 months, since

149Bank of America 2018






resolved items will be removed from the balance whether their resolution results in payment or recognition.
The Corporation recognized interest expense of $43 million, $1 million and $56 million in 2018, 2017 and 2016, and a benefit of $82 million in 2015 for interest and penalties, net-of-tax, in income tax expense.respectively. At December 31, 20172018 and 2016,2017, the Corporation’s accrual for interest and penalties that related to income taxes, net of taxes and remittances, was $185$218 million and $167$185 million.
Significant components of the Corporation’s net deferred tax assets and liabilities at December 31, 20172018 and 20162017 are presented in the following table. Amounts at December 31, 2017 reflect appropriate revaluations as a result of the Tax Act’s new 21 percent federal tax rate.
      
Deferred Tax Assets and Liabilities   Deferred Tax Assets and Liabilities
      
December 31December 31
(Dollars in millions)2017 20162018 2017
Deferred tax assets 
  
 
  
Net operating loss carryforwards$8,506
 $9,199
$7,993
 $8,506
Security, loan and debt valuations2,939
 4,726
Allowance for credit losses2,598
 4,362
2,400
 2,598
Accrued expenses2,021
 3,016
1,875
 2,021
Tax credit carryforwards1,793
 3,125
Available-for-sale securities1,854
 510
Security, loan and debt valuations1,818
 2,939
Employee compensation and retirement benefits1,705
 3,042
1,564
 1,705
Available-for-sale securities510
 784
Credit carryforwards623
 1,793
Other1,034
 1,599
1,037
 1,034
Gross deferred tax assets21,106
 29,853
19,164
 21,106
Valuation allowance(1,644) (1,117)(1,569) (1,644)
Total deferred tax assets, net of valuation allowance19,462
 28,736
17,595
 19,462
 
  
 
  
Deferred tax liabilities      
Equipment lease financing2,492
 3,489
2,684
 2,492
Tax credit partnerships734
 539
Intangibles670
 1,171
Fee income601
 847
Mortgage servicing rights349
 829
Long-term borrowings227
 355
Fixed assets1,104
 840
Tax credit investments940
 734
Other1,764
 1,915
2,126
 2,771
Gross deferred tax liabilities6,837
 9,145
6,854
 6,837
Net deferred tax assets, net of valuation allowance$12,625
 $19,591
$10,741
 $12,625

The table below summarizes the deferred tax assets and related valuation allowances recognized for the net operating loss (NOL) and tax credit carryforwards at December 31, 2017.2018.
            
Net Operating Loss and Tax Credit Carryforward Deferred Tax Assets
            
(Dollars in millions)
Deferred
Tax Asset
 
Valuation
Allowance
 
Net
Deferred
Tax Asset
 
First Year
Expiring
Deferred
Tax Asset
 
Valuation
Allowance
 
Net
Deferred
Tax Asset
 
First Year
Expiring
Net operating losses - U.S. $868
 $
 $868
 After 2027$592
 $
 $592
 After 2027
Net operating losses - U.K. (1)
5,347
 
 5,347
 None5,294
 
 5,294
 None
Net operating losses - other non-U.S. 657
 (578) 79
 Various633
 (517) 116
 Various
Net operating losses - U.S. states (2)
1,634
 (584) 1,050
 Various1,474
 (517) 957
 Various
General business credits1,721
 
 1,721
 After 2036612
 
 612
 After 2038
Foreign tax credits72
 (72) 
 n/a11
 (11) 
 n/a
(1) 
Represents U.K. broker/dealerbroker-dealer net operating losses whichthat may be carried forward indefinitely.
(2) 
The net operating losses and related valuation allowances for U.S. states before considering the benefit of federal deductions were $2.11.9 billion and $739654 million.
n/a = not applicable

Bank of America 2017170


Management concluded that no valuation allowance was necessary to reduce the deferred tax assets related to the U.K. NOL carryforwards and U.S. NOL and general business credit carryforwards since estimated future taxable income will be sufficient to utilize these assets prior to their expiration. The majority of the Corporation’s U.K. net deferred tax assets, which
consist primarily of NOLs, are expected to be realized by certain subsidiaries over an extended number of years. Management’s conclusion is supported by financial results, profit forecasts for the relevant entities and the indefinite period to carry forward NOLs. However, a material change in those estimates could lead management to reassess its U.K.such valuation allowance conclusions.
At December 31, 2017,2018, U.S. federal income taxes had not been provided on approximately $5 billion of temporary differences associated with investments in non-U.S. subsidiaries that are essentially permanent in duration. If the Corporation were to record the associated deferred tax liability, the amount would be approximately $1 billion.
NOTE 20 Fair Value Measurements
Under applicable accounting standards, fair value is defined as the exchange price that would be received for an asset or paid to transfer a liability (an exit price) in the principal or most advantageous market for the asset or liability in an orderly transaction between market participants on the measurement date. The Corporation determines the fair values of its financial instruments under applicable accounting standards that require an entity to maximize the use of observable inputs and minimize the use of unobservable inputs. The Corporation categorizes its financial instruments into three levels based on the established fair value hierarchy. The Corporation conducts a review of its fair value hierarchy classifications on a quarterly basis. Transfers into or out of fair value hierarchy classifications are made if the significant inputs used in the financial models measuring the fair values of the assets and liabilities became unobservable or observable in the current marketplace. These transfers are considered to be effective as of the beginning of the quarter in which they occur. For more information regarding the fair value hierarchy and how the Corporation measures fair value, see Note 1 – Summary of Significant Accounting Principles. The Corporation accounts for certain financial instruments under the fair value option. For moreadditional information, see Note 21 – Fair Value Option.
Valuation Processes and Techniques
The Corporation has various processes and controls in place so that fair value is reasonably estimated. A model validation policy governs the use and control of valuation models used to estimate fair value. This policy requires review and approval of models by personnel who are independent of the front office and periodic reassessments of models so that they are continuing to perform as designed. In addition, detailed reviews of trading gains and
losses are conducted on a daily basis by personnel who are independent of the front office. A price verification group, which is also independent of the front office, utilizes available market information including executed trades, market prices and market-observable valuation model inputs so that fair values are reasonably estimated. The Corporation performs due diligence procedures over third-party pricing service providers in order to support their use infollowing sections outline the valuation process. Where market information is not available to support internal valuations, independent reviews ofmethodologies for the valuations are performedCorporation’s assets and any material exposures are escalated through a management review process.
liabilities. While the Corporation believes its valuation methods are appropriate and consistent with other market participants, the use of different methodologies or assumptions to determine the fair value of certain financial instruments could result in a different estimate of fair value at the reporting date.
During 2017,2018, there were no changes to valuation approaches or techniques that had, or are expected to have, a material impact on the Corporation’s consolidated financial position or results of operations.
Trading Account Assets and Liabilities and Debt Securities
The fair values of trading account assets and liabilities are primarily based on actively traded markets where prices are based on either direct market quotes or observed transactions. The fair values of debt securities are generally based on quoted market prices or market prices for similar assets. Liquidity is a significant factor in the determination of the fair values of trading account assets and liabilities and debt securities. Market price quotes may not be readily available for some positions such as positions within a market sector where trading activity has slowed significantly or ceased. Some of these instruments are valued using a discounted cash flow model, which estimates the fair value of the securities using internal credit risk, interest rate and prepayment risk models that incorporate management’s best estimate of current key assumptions such as default rates, loss severity and prepayment

Bank of America 2018 150


rates. Principal and interest cash flows are discounted using an observable discount rate for similar instruments with adjustments that management believes a market participant would consider in determining fair value for the specific security. Other instruments are valued using a net asset value approach which considers the value of the underlying securities. Underlying assets are valued using external pricing services, where available, or matrix pricing based on the vintages and ratings. Situations of illiquidity generally are triggered by the market’s perception of credit uncertainty regarding a single company or a specific market sector. In these instances, fair value is determined based on limited available market information and other factors, principally from reviewing the issuer’s financial statements and changes in credit ratings made by one or more rating agencies.


171Bank of America 2017



Derivative Assets and Liabilities
The fair values of derivative assets and liabilities traded in the OTC market are determined using quantitative models that utilize multiple market inputs including interest rates, prices and indices to generate continuous yield or pricing curves and volatility factors to value the position. The majority of market inputs are actively quoted and can be validated through external sources, including brokers, market transactions and third-party pricing services. When third-party pricing services are used, the methods and assumptions are reviewed by the Corporation. Estimation risk is greater for derivative asset and liability positions that are either option-based or have longer maturity dates where observable market inputs are less readily available, or are unobservable, in which case, quantitative-based extrapolations of rate, price or index scenarios are used in determining fair values. The fair values of derivative assets and liabilities include adjustments for market liquidity, counterparty credit quality and other instrument-specific factors, where appropriate. In addition, the Corporation incorporates within its fair value measurements of OTC derivatives a valuation adjustment to reflect the credit risk associated with the net position. Positions are netted by counterparty, and fair value for net long exposures is adjusted for counterparty credit risk while the fair value for net short exposures is adjusted for the Corporation’s own credit risk. The Corporation also incorporates FVA within its fair value measurements to include funding costs on uncollateralized derivatives and derivatives where the Corporation is not permitted to use the collateral it receives. An estimate of severity of loss is also used in the determination of fair value, primarily based on market data.
Loans and Loan Commitments
The fair values of loans and loan commitments are based on market prices, where available, or discounted cash flow analyses using market-based credit spreads of comparable debt instruments or credit derivatives of the specific borrower or comparable borrowers. Results of discounted cash flow analyses may be adjusted, as appropriate, to reflect other market conditions or the perceived credit risk of the borrower.
Mortgage Servicing Rights
The fair values of MSRs are primarily determined using an option-adjusted spread (OAS) valuation approach, which factors in prepayment risk to determine the fair value of MSRs. This approach consists of projecting servicing cash flows under multiple interest rate scenarios and discounting these cash flows using risk-adjusted discount rates.
Loans Held-for-sale
The fair values of LHFS are based on quoted market prices, where available, or are determined by discounting estimated cash flows
using interest rates approximating the Corporation’s current origination rates for similar loans adjusted to reflect the inherent credit risk. The borrower-specific credit risk is embedded within the quoted market prices or is implied by considering loan performance when selecting comparables.
Short-term Borrowings and Long-term Debt
The Corporation issues structured liabilities that have coupons or repayment terms linked to the performance of debt or equity securities, indices, currencies or commodities. The fair values of these structured liabilities are estimated using quantitative models for the combined derivative and debt portions of the notes. These models incorporate observable and, in some instances, unobservable inputs including security prices, interest rate yield curves, option volatility, currency, commodity or equity rates and correlations among these inputs. The Corporation also considers the impact of its own credit spread in determining the discount rate used to value these liabilities. The credit spread is determined by reference to observable spreads in the secondary bond market.
Securities Financing Agreements
The fair values of certain reverse repurchase agreements, repurchase agreements and securities borrowed transactions are determined using quantitative models, including discounted cash flow models that require the use of multiple market inputs including interest rates and spreads to generate continuous yield or pricing curves, and volatility factors. The majority of market inputs are actively quoted and can be validated through external sources, including brokers, market transactions and third-party pricing services.
Deposits
The fair values of deposits are determined using quantitative models, including discounted cash flow models that require the use of multiple market inputs including interest rates and spreads to generate continuous yield or pricing curves, and volatility factors. The majority of market inputs are actively quoted and can be validated through external sources, including brokers, market transactions and third-party pricing services. The Corporation considers the impact of its own credit spread in the valuation of these liabilities. The credit risk is determined by reference to observable credit spreads in the secondary cash market.
Asset-backed Secured Financings
The fair values of asset-backed secured financings are based on external broker bids, where available, or are determined by discounting estimated cash flows using interest rates approximating the Corporation’s current origination rates for similar loans adjusted to reflect the inherent credit risk.



Bank of America 2017172


Recurring Fair Value
Assets and liabilities carried at fair value on a recurring basis at December 31, 20172018 and 2016,2017, including financial instruments which the Corporation accounts for under the fair value option, are summarized in the following tables.

151Bank of America 2018






                  
December 31, 2017December 31, 2018
Fair Value Measurements    Fair Value Measurements    
(Dollars in millions)Level 1 Level 2 Level 3 
Netting Adjustments (1)
 Assets/Liabilities at Fair ValueLevel 1 Level 2 Level 3 
Netting Adjustments (1)
 Assets/Liabilities at Fair Value
Assets 
  
  
  
  
 
  
  
  
  
Time deposits placed and other short-term investments$1,214
 $
 $
 $
 $1,214
Federal funds sold and securities borrowed or purchased under agreements to resell$
 $52,906
 $
 $
 $52,906

 56,399
 
 
 56,399
Trading account assets: 
  
  
  
  
 
  
  
  
  
U.S. Treasury and agency securities (2, 3)
38,720
 1,922
 
 
 40,642
U.S. Treasury and agency securities (2)
53,131
 1,593
 
 
 54,724
Corporate securities, trading loans and other
 28,714
 1,864
 
 30,578

 24,630
 1,558
 
 26,188
Equity securities (3)
60,747
 23,958
 235
 
 84,940
Non-U.S. sovereign debt (3)
6,545
 15,839
 556
 
 22,940
Equity securities53,840
 23,163
 276
 
 77,279
Non-U.S. sovereign debt5,818
 19,210
 465
 
 25,493
Mortgage trading loans, MBS and ABS:                  
U.S. government-sponsored agency guaranteed (2)

 20,586
 
 
 20,586
U.S. government-sponsored agency guaranteed
 19,586
 
 
 19,586
Mortgage trading loans, ABS and other MBS
 8,174
 1,498
 
 9,672

 9,443
 1,635
 
 11,078
Total trading account assets (4)
106,012
 99,193
 4,153
 
 209,358
Derivative assets (3, 5)
6,305
 341,178
 4,067
 (313,788) 37,762
Total trading account assets (3)
112,789
 97,625
 3,934
 
 214,348
Derivative assets9,967
 315,413
 3,466
 (285,121) 43,725
AFS debt securities: 
  
  
  
  
 
  
  
  
  
U.S. Treasury and agency securities51,915
 1,608
 
 
 53,523
53,663
 1,260
 
 
 54,923
Mortgage-backed securities: 
  
  
  
  
 
  
  
  
  
Agency
 192,929
 
 
 192,929

 121,826
 
 
 121,826
Agency-collateralized mortgage obligations
 6,804
 
 
 6,804

 5,530
 
 
 5,530
Non-agency residential
 2,669
 
 
 2,669

 1,320
 597
 
 1,917
Commercial
 13,684
 
 
 13,684

 14,078
 
 
 14,078
Non-U.S. securities772
 5,880
 25
 
 6,677

 9,304
 2
 
 9,306
Other taxable securities
 5,261
 509
 
 5,770

 4,403
 7
 
 4,410
Tax-exempt securities
 20,106
 469
 
 20,575

 17,376
 
 
 17,376
Total AFS debt securities52,687
 248,941
 1,003
 
 302,631
53,663
 175,097
 606
 
 229,366
Other debt securities carried at fair value:                  
U.S. Treasury and agency securities1,282
 
 
 
 1,282
Mortgage-backed securities:                  
Agency-collateralized mortgage obligations
 5
 
 
 5
Non-agency residential
 2,764
 
 
 2,764

 1,434
 172
 
 1,606
Non-U.S. securities8,191
 1,297
 
 
 9,488
490
 5,354
 
 
 5,844
Other taxable securities
 229
 
 
 229

 3
 
 
 3
Total other debt securities carried at fair value8,191
 4,295
 
 
 12,486
1,772
 6,791
 172
 
 8,735
Loans and leases
 5,139
 571
 
 5,710

 4,011
 338
 
 4,349
Mortgage servicing rights (6)

 
 2,302
 
 2,302
Loans held-for-sale
 1,466
 690
 
 2,156

 2,400
 542
 
 2,942
Other assets(4)19,367
 789
 123
 
 20,279
15,032
 1,775
 2,932
 
 19,739
Total assets(5)$192,562
 $753,907
 $12,909
 $(313,788) $645,590
$194,437
 $659,511
 $11,990
 $(285,121) $580,817
Liabilities 
  
  
  
  
 
  
  
  
  
Interest-bearing deposits in U.S. offices$
 $449
 $
 $
 $449
$
 $492
 $
 $
 $492
Federal funds purchased and securities loaned or sold under agreements to repurchase
 36,182
 
 
 36,182

 28,875
 
 
 28,875
Trading account liabilities: 
  
  
  
   
  
  
  
  
U.S. Treasury and agency securities17,266
 734
 
 
 18,000
7,894
 761
 
 
 8,655
Equity securities (3)
33,019
 3,885
 
 
 36,904
Non-U.S. sovereign debt (3)
11,976
 7,382
 
 
 19,358
Equity securities33,739
 4,070
 
 
 37,809
Non-U.S. sovereign debt7,452
 9,182
 
 
 16,634
Corporate securities and other
 6,901
 24
 
 6,925

 5,104
 18
 
 5,122
Total trading account liabilities62,261
 18,902
 24
 
 81,187
49,085
 19,117
 18
 
 68,220
Derivative liabilities (3, 5)
6,029
 334,261
 5,781
 (311,771) 34,300
Derivative liabilities9,931
 303,441
 4,401
 (279,882) 37,891
Short-term borrowings
 1,494
 
 
 1,494

 1,648
 
 
 1,648
Accrued expenses and other liabilities21,887
 945
 8
 
 22,840
18,096
 1,979
 
 
 20,075
Long-term debt
 29,923
 1,863
 
 31,786

 26,820
 817
 
 27,637
Total liabilities(5)$90,177
 $422,156
 $7,676
 $(311,771) $208,238
$77,112
 $382,372
 $5,236
 $(279,882) $184,838
(1) 
Amounts represent the impact of legally enforceable master netting agreements and also cash collateral held or placed with the same counterparties.
(2) 
Includes $21.320.2 billion of GSE obligations.
(3) 
During 2017, for trading account assets and liabilities, $1.1 billion of U.S. Treasury and agency securities assets, $5.3 billion of equity securities assets, $3.1 billion of equity securities liabilities, $3.3 billion of non-U.S. sovereign debt assets and $1.5 billion of non-U.S. sovereign debt liabilities were transferred from Level 1 to Level 2 based on the liquidity of the positions. In addition, $14.1 billion of equity securities assets and $4.3 billion of equity securities liabilities were transferred from Level 2 to Level 1. Also in 2017, $4.2 billion of derivative assets and $3.0 billion of derivative liabilities were transferred from Level 1 to Level 2 and $758 million of derivative assets and $608 million of derivative liabilities were transferred from Level 2 to Level 1 based on the observability of inputs used to measure fair value. For further disaggregation of derivative assets and liabilities, see Note 2 – Derivatives.
(4)
Includes securities with a fair value of $16.816.6 billion that were segregated in compliance with securities regulations or deposited with clearing organizations. This amount is included in the parenthetical disclosure on the Consolidated Balance Sheet.
(5)(4) 
Derivative assets and liabilities reflect the effectsIncludes MSRs of contractual amendments by two central clearing counterparties to legally re-characterize daily cash variation margin from collateral, $2.0 billionwhich secures an outstanding exposure, to settlement, which discharges an outstanding exposure. One of these central clearing counterparties amended its governing documents, which became effective in January 2017. In addition, the Corporation elected to transfer its existing positions to the settlement platform for the other central clearing counterparty in September 2017.are classified as Level 3 assets.
(6)(5) 
MSRs include the $1.7 billion core MSR portfolio held in Consumer Banking, the $135 million non-core MSR portfolio held in All Other Total recurring Level 3 assets were 0.51 percent of total consolidated assets, and the $510 million non-U.S. MSR portfolio held in Global Markets.total recurring Level 3 liabilities were 0.25 percent of total consolidated liabilities.



173Bank of America 20172018 152




          
 December 31, 2017
 Fair Value Measurements    
(Dollars in millions)Level 1 Level 2 Level 3 
Netting Adjustments (1)
 Assets/Liabilities at Fair Value
Assets 
  
  
  
  
Time deposits placed and other short-term investments$2,234
 $
 $
 $
 $2,234
Federal funds sold and securities borrowed or purchased under agreements to resell
 52,906
 
 
 52,906
Trading account assets: 
  
  
  
  
U.S. Treasury and agency securities (2)
38,720
 1,922
 
 
 40,642
Corporate securities, trading loans and other
 28,714
 1,864
 
 30,578
Equity securities60,747
 23,958
 235
 
 84,940
Non-U.S. sovereign debt6,545
 15,839
 556
 
 22,940
Mortgage trading loans, MBS and ABS:         
U.S. government-sponsored agency guaranteed
 20,586
 
 
 20,586
Mortgage trading loans, ABS and other MBS
 8,174
 1,498
 
 9,672
Total trading account assets (3)
106,012
 99,193
 4,153
 
 209,358
Derivative assets6,305
 341,178
 4,067
 (313,788) 37,762
AFS debt securities: 
  
  
  
  
U.S. Treasury and agency securities51,915
 1,608
 
 
 53,523
Mortgage-backed securities: 
  
  
  
  
Agency
 192,929
 
 
 192,929
Agency-collateralized mortgage obligations
 6,804
 
 
 6,804
Non-agency residential
 2,669
 
 
 2,669
Commercial
 13,684
 
 
 13,684
Non-U.S. securities772
 5,880
 25
 
 6,677
Other taxable securities
 5,261
 509
 
 5,770
Tax-exempt securities
 20,106
 469
 
 20,575
Total AFS debt securities52,687
 248,941
 1,003
 
 302,631
Other debt securities carried at fair value:         
Mortgage-backed securities:         
Non-agency residential
 2,769
 
 
 2,769
Non-U.S. securities8,191
 1,297
 
 
 9,488
Other taxable securities
 229
 
 
 229
Total other debt securities carried at fair value8,191
 4,295
 
 
 12,486
Loans and leases
 5,139
 571
 
 5,710
Loans held-for-sale
 1,466
 690
 
 2,156
Other assets (4)
19,367
 789
 2,425
 
 22,581
Total assets (5)
$194,796
 $753,907
 $12,909
 $(313,788) $647,824
Liabilities 
  
  
  
  
Interest-bearing deposits in U.S. offices$
 $449
 $
 $
 $449
Federal funds purchased and securities loaned or sold under agreements to repurchase
 36,182
 
 
 36,182
Trading account liabilities: 
  
  
  
  
U.S. Treasury and agency securities17,266
 734
 
 
 18,000
Equity securities33,019
 3,885
 
 
 36,904
Non-U.S. sovereign debt11,976
 7,382
 
 
 19,358
Corporate securities and other
 6,901
 24
 
 6,925
Total trading account liabilities62,261
 18,902
 24
 
 81,187
Derivative liabilities6,029
 334,261
 5,781
 (311,771) 34,300
Short-term borrowings
 1,494
 
 
 1,494
Accrued expenses and other liabilities21,887
 945
 8
 
 22,840
Long-term debt
 29,923
 1,863
 
 31,786
Total liabilities (5)
$90,177
 $422,156
 $7,676
 $(311,771) $208,238
          
 December 31, 2016
 Fair Value Measurements    
(Dollars in millions)Level 1 Level 2 Level 3 
Netting Adjustments (1)
 Assets/Liabilities at Fair Value
Assets 
  
  
  
  
Federal funds sold and securities borrowed or purchased under agreements to resell$
 $49,750
 $
 $
 $49,750
Trading account assets: 
  
  
  
  
U.S. Treasury and agency securities (2)
34,587
 1,927
 
 
 36,514
Corporate securities, trading loans and other171
 22,861
 2,777
 
 25,809
Equity securities50,169
 21,601
 281
 
 72,051
Non-U.S. sovereign debt9,578
 9,940
 510
 
 20,028
Mortgage trading loans, MBS and ABS:         
U.S. government-sponsored agency guaranteed (2)

 15,799
 
 
 15,799
Mortgage trading loans, ABS and other MBS
 8,797
 1,211
 
 10,008
Total trading account assets (3)
94,505
 80,925
 4,779
 
 180,209
Derivative assets (4)
7,337
 619,848
 3,931
 (588,604) 42,512
AFS debt securities: 
  
  
  
�� 
U.S. Treasury and agency securities46,787
 1,465
 
 
 48,252
Mortgage-backed securities: 
  
  
  
  
Agency
 189,486
 
 
 189,486
Agency-collateralized mortgage obligations
 8,330
 
 
 8,330
Non-agency residential
 2,013
 
 
 2,013
Commercial
 12,322
 
 
 12,322
Non-U.S. securities1,934
 3,600
 229
 
 5,763
Other taxable securities
 10,020
 594
 
 10,614
Tax-exempt securities
 16,618
 542
 
 17,160
Total AFS debt securities48,721
 243,854
 1,365
 
 293,940
Other debt securities carried at fair value:         
Mortgage-backed securities:         
Agency-collateralized mortgage obligations
 5
 
 
 5
Non-agency residential
 3,114
 25
 
 3,139
Non-U.S. securities15,109
 1,227
 
 
 16,336
Other taxable securities
 240
 
 
 240
Total other debt securities carried at fair value15,109
 4,586
 25
 
 19,720
Loans and leases
 6,365
 720
 
 7,085
Mortgage servicing rights (5)

 
 2,747
 
 2,747
Loans held-for-sale
 3,370
 656
 
 4,026
Debt securities in assets of business held for sale619
 
 
 
 619
Other assets11,824
 1,739
 239
 
 13,802
Total assets$178,115
 $1,010,437
 $14,462
 $(588,604) $614,410
Liabilities 
  
  
  
  
Interest-bearing deposits in U.S. offices$
 $731
 $
 $
 $731
Federal funds purchased and securities loaned or sold under agreements to repurchase
 35,407
 359
 
 35,766
Trading account liabilities: 
  
  
  
  
U.S. Treasury and agency securities15,854
 197
 
 
 16,051
Equity securities25,884
 3,014
 
 
 28,898
Non-U.S. sovereign debt9,409
 2,103
 
 
 11,512
Corporate securities and other163
 6,380
 27
 
 6,570
Total trading account liabilities51,310
 11,694
 27
 
 63,031
Derivative liabilities (4)
7,173
 615,896
 5,244
 (588,833) 39,480
Short-term borrowings
 2,024
 
 
 2,024
Accrued expenses and other liabilities12,978
 1,643
 9
 
 14,630
Long-term debt
 28,523
 1,514
 
 30,037
Total liabilities$71,461
 $695,918
 $7,153
 $(588,833) $185,699

(1) 
Amounts represent the impact of legally enforceable master netting agreements and also cash collateral held or placed with the same counterparties.
(2) 
Includes $17.521.3 billion of GSE obligations.
(3) 
Includes securities with a fair value of $14.616.8 billion that were segregated in compliance with securities regulations or deposited with clearing organizations. This amount is included in the parenthetical disclosure on the Consolidated Balance Sheet.
(4) 
During 2016, Includes MSRs of $2.3 billion of derivative assets and $2.4 billion of derivative liabilities were transferred from which are classified as Level 1 to Level 2 and $2.0 billion of derivative assets and $1.8 billion of derivative liabilities were transferred from Level 2 to Level 1 based on the observability of inputs used to measure fair value. For further disaggregation of derivative assets and liabilities, see Note 2 – Derivatives.3 assets.
(5) 
MSRs include the $2.1 billion core MSR portfolio held in Consumer Banking, the $212 million non-core MSR portfolio held in All Other Total recurring Level 3 assets were 0.57 percent of total consolidated assets, and the $469 million non-U.S. MSR portfolio held in Global Markets.total recurring Level 3 liabilities were 0.38 percent of total consolidated liabilities.




153Bank of America 20171742018







The following tables present a reconciliation of all assets and liabilities measured at fair value on a recurring basis using significant unobservable inputs (Level 3) during 2018, 2017 2016 and 2015,2016, including net realized and unrealized gains (losses) included in earnings and accumulated OCI.
  
Level 3 – Fair Value Measurements in 2017 (1)
 
Level 3 – Fair Value Measurements in 2018 (1)
Level 3 – Fair Value Measurements in 2018 (1)
    
(Dollars in millions)
Balance
January 1
2017
Total Realized/Unrealized Gains/(Losses) (2)
Gains/
(Losses)
in OCI
(3)
Gross
Gross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2017
Change in Unrealized Gains/(Losses) Related to Financial Instruments Still Held (2)
Balance
January 1
2018
Total Realized/Unrealized Gains (Losses) in Net Income (2)
Gains
(Losses)
in OCI
(3)
Gross
Gross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2018
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlementsPurchasesSalesIssuancesSettlements
Trading account assets: 
 
 
 
  
 
 
  
 
 
 
  
 
 
 
Corporate securities, trading loans and other$2,777
$229
$
$547
$(702)$5
$(666)$728
$(1,054)$1,864
$2
$1,864
$(32)$(1)$436
$(403)$5
$(568)$804
$(547)$1,558
$(117)
Equity securities281
18

55
(70)
(10)146
(185)235
(1)235
(17)
44
(11)
(4)78
(49)276
(22)
Non-U.S. sovereign debt510
74
(8)53
(59)
(73)72
(13)556
70
556
47
(44)13
(57)
(30)117
(137)465
48
Mortgage trading loans, ABS and other MBS1,211
165
(2)1,210
(990)
(233)218
(81)1,498
72
1,498
148
3
585
(910)
(158)705
(236)1,635
97
Total trading account assets4,779
486
(10)1,865
(1,821)5
(982)1,164
(1,333)4,153
143
4,153
146
(42)1,078
(1,381)5
(760)1,704
(969)3,934
6
Net derivative assets (4)
(1,313)(984)
664
(979)
949
48
(99)(1,714)(409)(1,714)106

531
(1,179)
778
39
504
(935)(116)
AFS debt securities: 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
Non-agency residential MBS
27
(33)
(71)
(25)774
(75)597

Non-U.S. securities229
2
16
49


(271)

25

25

(1)
(10)
(15)3

2

Other taxable securities594
4
8
5


(42)34
(94)509

509
1
(3)
(23)
(11)60
(526)7

Tax-exempt securities542
1
3
14
(70)
(11)35
(45)469

469





(1)1
(469)

Total AFS debt securities1,365
7
27
68
(70)
(324)69
(139)1,003

Total AFS debt securities (5)
1,003
28
(37)
(104)
(52)838
(1,070)606

Other debt securities carried at fair value – Non-agency residential MBS25
(1)

(21)
(3)




(18)

(8)
(34)365
(133)172
(18)
Loans and leases (5, 6)
720
15

3
(34)
(126)
(7)571
11
Mortgage servicing rights (6, 7)
2,747
70


(25)258
(748)

2,302
(248)
Loans and leases (6, 7)
571
(16)

(134)
(83)

338
(9)
Loans held-for-sale (5)(6)
656
100
(3)3
(189)
(346)501
(32)690
14
690
44
(26)71

1
(201)23
(60)542
31
Other assets239
74
(57)2
(189)
(10)64

123
22
Federal funds purchased and securities loaned or sold under agreements to repurchase (5)
(359)(5)


(12)171
(58)263


Other assets (5, 7, 8)
2,425
414
(38)2
(69)96
(792)929
(35)2,932
149
Trading account liabilities – Corporate securities and other(27)14

8
(17)(2)


(24)2
(24)11

9
(12)(2)


(18)(7)
Accrued expenses and other liabilities (5)
(9)




1


(8)
Long-term debt (5)
(1,514)(135)(31)84

(288)514
(711)218
(1,863)(196)
Accrued expenses and other liabilities (6)
(8)




8




Long-term debt (6)
(1,863)103
4
9

(141)486
(262)847
(817)95
(1) 
Assets (liabilities). For assets, increase (decrease) to Level 3 and for liabilities, (increase) decrease to Level 3.
(2) 
Includes gains/lossesgains (losses) reported in earnings in the following income statement line items: Trading account assets/liabilities - primarilypredominantly trading account profits; Net derivative assets - primarily trading account profits and mortgage bankingother income; MSRsOther debt securities carried at fair value - other income; Loans and leases - other income; Loans held-for-sale - other income; Other assets - primarily mortgage banking income;other income related to MSRs; Long-term debt - primarily trading account profits. For MSRs, the amounts reflect the changes in modeled MSR fair value due to observed changes in interest rates, volatility, spreads and the shape of the forward swap curve, and periodic adjustments to the valuation model to reflect changes in the modeled relationships between inputs and projected cash flows, as well as changes in cash flow assumptions including cost to service.
(3) 
Includes unrealized gains/lossesgains (losses) in OCI on AFS debt securities, foreign currency translation adjustments and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. Total gains (losses) in OCI include net unrealized losses of $105 million related to financial instruments still held at December 31, 2018. For additional information, see Note 1 – Summary of Significant Accounting Principles.
(4)
Net derivative assets include derivative assets of $3.5 billion and derivative liabilities of $4.4 billion.
(5)
Transfers out of AFS debt securities and into other assets primarily relate to the reclassification of certain securities.
(6)
Amounts represent instruments that are accounted for under the fair value option.
(7)
Issuances represent loan originations and MSRs recognized following securitizations or whole-loan sales.
(8)
Settlements primarily represent the net change in fair value of the MSR asset due to the recognition of modeled cash flows and the passage of time.
Transfers into Level 3, primarily due to decreased price observability, during 2018 included $1.7 billion of trading account assets, $838 million of AFS debt securities, $365 million of other debt securities carried at fair value and $262 million of long-term debt. Transfers occur on a regular basis for long-term debt instruments due to changes in the impact of unobservable inputs
on the value of the embedded derivative in relation to the instrument as a whole.
Transfers out of Level 3, primarily due to increased price observability, during 2018 included $969 million of trading account assets, $504 million of net derivatives assets, $1.1 billion of AFS debt securities and $847 million of long-term debt.

Bank of America 2018 154


            
Level 3 – Fair Value Measurements in 2017 (1)
   
 
Balance
January 1
2017
Total Realized/Unrealized Gains (Losses) in Net Income (2)
Gains
(Losses)
in OCI
(3)
GrossGross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2017
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
(Dollars in millions)PurchasesSalesIssuancesSettlements
Trading account assets: 
 
 
    
  
 
 
Corporate securities, trading loans and other$2,777
$229
$
$547
$(702)$5
$(666)$728
$(1,054)$1,864
$2
Equity securities281
18

55
(70)
(10)146
(185)235
(1)
Non-U.S. sovereign debt510
74
(8)53
(59)
(73)72
(13)556
70
Mortgage trading loans, ABS and other MBS1,211
165
(2)1,210
(990)
(233)218
(81)1,498
72
Total trading account assets4,779
486
(10)1,865
(1,821)5
(982)1,164
(1,333)4,153
143
Net derivative assets (4)
(1,313)(984)
664
(979)
949
48
(99)(1,714)(409)
AFS debt securities: 
 
 
    
 
 
 
 
Non-U.S. securities229
2
16
49


(271)

25

Other taxable securities594
4
8
5


(42)34
(94)509

Tax-exempt securities542
1
3
14
(70)
(11)35
(45)469

Total AFS debt securities1,365
7
27
68
(70)
(324)69
(139)1,003

Other debt securities carried at fair value – Non-agency residential MBS25
(1)

(21)
(3)



Loans and leases (5)
720
15

3
(34)
(126)
(7)571
11
Loans held-for-sale (5, 6)
656
100
(3)3
(189)
(346)501
(32)690
14
Other assets (6, 7)
2,986
144
(57)2
(214)258
(758)64

2,425
(226)
Federal funds purchased and securities loaned or sold under agreements to repurchase (5)
(359)(5)


(12)171
(58)263


Trading account liabilities – Corporate securities and other(27)14

8
(17)(2)


(24)2
Accrued expenses and other liabilities (5)
(9)




1


(8)
Long-term debt (5)
(1,514)(135)(31)84

(288)514
(711)218
(1,863)(196)
(1)
Assets (liabilities). For assets, increase (decrease) to Level 3 and for liabilities, (increase) decrease to Level 3.
(2)
Includes gains (losses) reported in earnings in the following income statement line items: Trading account assets/liabilities - predominantly trading account profits; Net derivative assets - primarily trading account profits and other income; Other debt securities carried at fair value - other income; Loans and leases - other income; Loans held-for-sale - other income; Other assets - primarily other income related to MSRs; Long-term debt - trading account profits. For MSRs, the amounts reflect the changes in modeled MSR fair value due to observed changes in interest rates, volatility, spreads and the shape of the forward swap curve, and periodic adjustments to the valuation model to reflect changes in the modeled relationships between inputs and projected cash flows, as well as changes in cash flow assumptions including cost to service.  
(3)
Includes unrealized gains (losses) in OCI on AFS debt securities, foreign currency translation adjustments and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. For moreadditional information, see Note 1 – Summary of Significant Accounting Principles.Principles.
(4) 
Net derivativesderivative assets include derivative assets of $4.1 billion and derivative liabilities of $5.8 billion.
(5) 
Amounts represent instruments that are accounted for under the fair value option.
(6) 
Issuances represent loan originations and MSRs recognized following securitizations or whole-loan sales.
(7) 
Settlements primarily represent the net change in fair value of the MSR asset due to the recognition of modeled cash flows and the passage of time.
Significant transfersTransfers into Level 3, primarily due to decreased price observability, during 2017 included $1.2 billion of trading account assets, $501 million of LHFS and $711 million of long-term debt. Transfers occur on a regular basis for long-term debt instruments due to changes in the impact of unobservable inputs on the value of the embedded derivative in relation to the instrument as a whole.
 
Significant transfersTransfers out of Level 3, primarily due to increased price observability, during 2017 included $1.3 billion of trading account assets, $139 million of AFS debt securities, $263 million of federal funds purchased and securities loaned or sold under agreements to repurchase and $218 million of long-term debt.



175155Bank of America 20172018

  







  
Level 3 – Fair Value Measurements in 2016 (1)
Level 3 – Fair Value Measurements in 2016 (1)
 
Level 3 – Fair Value Measurements in 2016 (1)
 
   
Balance
January 1
2016
Total Realized/Unrealized Gains/(Losses) (2)
Gains/
(Losses)
in OCI
(3)
Gross
Gross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2016
Change in Unrealized Gains/(Losses) Related to Financial Instruments Still Held (2)
(Dollars in millions)Balance
January 1
2016
Total Realized/Unrealized Gains/(Losses) in Net Income (2)
Gains/
(Losses)
in OCI
(3)
GrossGross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2016
Change in Unrealized Gains/(Losses) in Net Income Related to Financial Instruments Still Held (2)
Balance
January 1
2016
Total Realized/Unrealized Gains/(Losses) (2)
Gains/
(Losses)
in OCI
(3)
PurchasesSalesIssuancesSettlements
Gross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2016
Change in Unrealized Gains/(Losses) Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlements
Trading account assets:  
 
 
 
  
  
 
 
Corporate securities, trading loans and other$2,838
$78
$2
$1,508
$(847)$
$(725)$728
$(805)$2,777
$(82)$2,838
$78
$2
$1,508
$(847)$
$(725)$728
$(805)$2,777
$(82)
Equity securities407
74

73
(169)
(82)70
(92)281
(59)407
74

73
(169)
(82)70
(92)281
(59)
Non-U.S. sovereign debt521
122
91
12
(146)
(90)

510
120
521
122
91
12
(146)
(90)

510
120
Mortgage trading loans, ABS and other MBS1,868
188
(2)988
(1,491)
(344)158
(154)1,211
64
1,868
188
(2)988
(1,491)
(344)158
(154)1,211
64
Total trading account assets5,634
462
91
2,581
(2,653)
(1,241)956
(1,051)4,779
43
5,634
462
91
2,581
(2,653)
(1,241)956
(1,051)4,779
43
Net derivative assets (4)
(441)285

470
(1,155)
76
(186)(362)(1,313)(376)(441)285

470
(1,155)
76
(186)(362)(1,313)(376)
AFS debt securities: 
 
 
  
 
 
 
  
 
 
  
 
 
 
 
Non-agency residential MBS106



(106)





106



(106)





Non-U.S. securities

(6)584
(92)
(263)6

229



(6)584
(92)
(263)6

229

Other taxable securities757
4
(2)


(83)
(82)594

757
4
(2)


(83)
(82)594

Tax-exempt securities569

(1)1


(2)10
(35)542

569

(1)1


(2)10
(35)542

Total AFS debt securities1,432
4
(9)585
(198)
(348)16
(117)1,365

1,432
4
(9)585
(198)
(348)16
(117)1,365

Other debt securities carried at fair value – Non-agency residential MBS30
(5)






25

30
(5)






25

Loans and leases (5, 6)
1,620
(44)
69
(553)50
(194)6
(234)720
17
1,620
(44)
69
(553)50
(194)6
(234)720
17
Mortgage servicing rights (6, 7)
3,087
149


(80)411
(820)

2,747
(107)
Loans held-for-sale (5)
787
79
50
22
(256)
(93)173
(106)656
70
787
79
50
22
(256)
(93)173
(106)656
70
Other assets374
(13)
38
(111)
(52)3

239
(36)
Other assets (6, 7)
3,461
136

38
(191)411
(872)3

2,986
(143)
Federal funds purchased and securities loaned or sold under agreements to repurchase (5)
(335)(11)


(22)27
(19)1
(359)4
(335)(11)


(22)27
(19)1
(359)4
Trading account liabilities – Corporate securities and other(21)5


(11)



(27)4
(21)5


(11)



(27)4
Short-term borrowings (5)
(30)1




29




(30)1




29




Accrued expenses and other liabilities (5)
(9)







(9)
(9)







(9)
Long-term debt (5)
(1,513)(74)(20)140

(521)948
(939)465
(1,514)(184)(1,513)(74)(20)140

(521)948
(939)465
(1,514)(184)
(1) 
Assets (liabilities). For assets, increase (decrease) to Level 3 and for liabilities, (increase) decrease to Level 3.
(2) 
Includes gains/losses reported in earnings in the following income statement line items: Trading account assets/liabilities - trading account profits; Net derivative assets - primarily trading account profits and mortgage bankingother income; MSRsOther debt securities carried at fair value - other income; Loans and leases - other income; Loans held-for-sale - other income; Other assets - primarily mortgage banking income;other income related to MSRs; Long-term debt - primarilypredominantly trading account profits. For MSRs, the amounts reflect the changes in modeled MSR fair value due principally to observed changes in interest rates, volatility, spreads and the shape of the forward swap curve.curve, and periodic adjustments to the valuation model to reflect changes in the modeled relationships between inputs and projected cash flows, as well as changes in cash flow assumptions including cost to service.   
(3) 
Includes unrealized gains/losses in OCI on AFS debt securities, foreign currency translation adjustments and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. For more information, see Note 1 – Summary of Significant Accounting Principles.
(4) 
Net derivatives include derivative assets of $3.9 billion and derivative liabilities of $5.2 billion.
(5) 
Amounts represent instruments that are accounted for under the fair value option.
(6) 
Issuances represent loan originations and MSRs recognized following securitizations or whole-loan sales.
(7) 
Settlements represent the net change in fair value of the MSR asset due to the recognition of modeled cash flows and the passage of time.
Significant transfersTransfers into Level 3, primarily due to decreased price observability, during 2016 included $956 million of trading account assets, $186 million of net derivative assets, $173 million of LHFS and $939 million of long-term debt. Transfers occur on a regular basis for long-term debt instruments due to changes in the impact of unobservable inputs on the value of the embedded derivative in relation to the instrument as a whole.
 
Significant transfersTransfers out of Level 3, primarily due to increased price observability, during 2016 included $1.1 billion of trading account assets, $362 millionof of net derivative assets, $117 million of AFS debt securities,, $234 $234 million of loans and leases, $106 million of LHFS and $465 million of long-term debt.



  
Bank of America 20171762018 156


            
Level 3 – Fair Value Measurements in 2015 (1)
        
            
(Dollars in millions)
Balance
January 1
2015
Total Realized/Unrealized Gains/(Losses) (2)
Gains/
(Losses)
in OCI
(3)
Gross
Gross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
2015
Change in Unrealized Gains/(Losses) Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlements
Trading account assets: 
 
 
    
  
 
 
Corporate securities, trading loans and other$3,270
$(31)$(11)$1,540
$(1,616)$
$(1,122)$1,570
$(762)$2,838
$(123)
Equity securities352
9

49
(11)
(11)41
(22)407
3
Non-U.S. sovereign debt574
114
(179)185
(1)
(145)
(27)521
74
Mortgage trading loans, ABS and other MBS2,063
154
1
1,250
(1,117)
(493)50
(40)1,868
(93)
Total trading account assets6,259
246
(189)3,024
(2,745)
(1,771)1,661
(851)5,634
(139)
Net derivative assets (4)
(920)1,335
(7)273
(863)
(261)(40)42
(441)605
AFS debt securities: 
 
 
    
 
 
 
 
Non-agency residential MBS279
(12)
134


(425)167
(37)106

Non-U.S. securities10





(10)



Other taxable securities1,667


189


(160)
(939)757

Tax-exempt securities599





(30)

569

Total AFS debt securities2,555
(12)
323


(625)167
(976)1,432

Other debt securities carried at fair value – Non-agency residential MBS
(3)
33





30

Loans and leases (5, 6)
1,983
(23)

(4)57
(237)144
(300)1,620
13
Mortgage servicing rights (6, 7)
3,530
187


(393)637
(874)

3,087
(85)
Loans held-for-sale (5)
173
(51)(8)771
(203)61
(61)203
(98)787
(39)
Other assets911
(55)
11
(130)
(51)10
(322)374
(61)
Federal funds purchased and securities loaned or sold under agreements to repurchase (5)

(11)


(131)217
(411)1
(335)
Trading account liabilities – Corporate securities and other(36)19

30
(34)



(21)(3)
Short-term borrowings (5)

17



(52)10
(24)19
(30)1
Accrued expenses and other liabilities (5)
(10)1







(9)1
Long-term debt (5)
(2,362)287
19
616

(188)273
(1,592)1,434
(1,513)255
(1)
Assets (liabilities). For assets, increase (decrease) to Level 3 and for liabilities, (increase) decrease to Level 3.
(2)
Includes gains/losses reported in earnings in the following income statement line items: Trading account assets/liabilities - trading account profits; Net derivative assets - primarily trading account profits and mortgage banking income; MSRs - primarily mortgage banking income; Long-term debt - primarily trading account profits. For MSRs, the amounts reflect the changes in modeled MSR fair value due principally to observed changes in interest rates, volatility, spreads and the shape of the forward swap curve.   
(3)
Includes unrealized gains/losses in OCI on AFS securities, foreign currency translation adjustments and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. For more information, see Note 1 – Summary of Significant Accounting Principles.
(4)
Net derivatives include derivative assets of $5.1 billion and derivative liabilities of $5.6 billion.
(5)
Amounts represent instruments that are accounted for under the fair value option.
(6)
Issuances represent loan originations and MSRs recognized following securitizations or whole-loan sales.
(7)
Settlements represent the net change in fair value of the MSR asset due to the recognition of modeled cash flows and the passage of time.
Significant transfers into Level 3, primarily due to decreased price observability, during 2015 included $1.7 billion of trading account assets, $167 million of AFS debt securities, $144 million of loans and leases, $203 million of LHFS, $411 million of federal funds purchased and securities loaned or sold under agreements to repurchase and $1.6 billion of long-term debt. Transfers occur on a regular basis for these long-term debt instruments due to changes in the impact of unobservable inputs on the value of the embedded derivative in relation to the instrument as a whole.
Significant transfers out of Level 3, primarily due to increased price observability, unless otherwise noted, during 2015 included $851 million of trading account assets, as a result of increased market liquidity, $976 million of AFS debt securities, $300 million of loans and leases, $322 million of other assets and $1.4 billion of long-term debt.


177Bank of America 2017




The following tables present information about significant unobservable inputs related to the Corporation’s material categories of Level 3 financial assets and liabilities at December 31, 20172018 and 2016.2017.
     
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2017 
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2018Quantitative Information about Level 3 Fair Value Measurements at December 31, 2018 
        
(Dollars in millions)  Inputs  Inputs
Financial Instrument
Fair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average
Fair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average (1)
Loans and Securities (1)(2)
         
Instruments backed by residential real estate assets$871
Discounted cash flowYield0% to 25%
6%$1,536
Discounted cash flow, Market comparablesYield0% to 25%8%
Trading account assets – Mortgage trading loans, ABS and other MBS298
Prepayment speed0% to 22% CPR
12%419
Prepayment speed0% to 21% CPR12%
Loans and leases570
Default rate0% to 3% CDR
1%338
Default rate0% to 3% CDR1%
Loans held-for-sale3
Loss severity0% to 53%
17%1
Loss severity0% to 51%17%
AFS debt securities, primarily non-agency residential606
Price$0 to td28$72
Other debt securities carried at fair value - Non-agency residential172
   
Instruments backed by commercial real estate assets$286
Discounted cash flowYield0% to 25%
9%$291
Discounted cash flowYield0% to 25%7%
Trading account assets – Corporate securities, trading loans and other244
Price$0 to td00
$67200
Price$0 to td00$79
Trading account assets – Mortgage trading loans, ABS and other MBS42
  91
  
Commercial loans, debt securities and other$4,023
Discounted cash flow, Market comparablesYield0% to 12%
5%$3,489
Discounted cash flow, Market comparablesYield1% to 18%13%
Trading account assets – Corporate securities, trading loans and other1,613
Prepayment speed10% to 20%
16%1,358
Prepayment speed10% to 20%15%
Trading account assets – Non-U.S. sovereign debt556
Default rate3% to 4%
4%465
Default rate3% to 4%4%
Trading account assets – Mortgage trading loans, ABS and other MBS1,158
Loss severity35% to 40%
37%1,125
Loss severity35% to 40%38%
AFS debt securities – Other taxable securities8
Price$0 to td45
$63
Loans and leases


1
  
Loans held-for-sale

687
  541
Discounted cash flow, Market comparablesPrice$0 to td41$68
Auction rate securities$977
Discounted cash flow, Market comparablesPricetd0 to td00
$94
Trading account assets – Corporate securities, trading loans and other7
  
AFS debt securities – Other taxable securities501
  
AFS debt securities – Tax-exempt securities469
  
Other assets, primarily auction rate securities$890
Discounted cash flow, Market comparablesPricetd0 to td00$95

   

   
MSRs$2,302
Discounted cash flow
Weighted-average life, fixed rate (4)
0 to 14 years
5 years
$2,042
Discounted cash flow
Weighted-average life, fixed rate (5)
0 to 14 years5 years
 
Weighted-average life, variable rate (4)
0 to 10 years
3 years
 
Weighted-average life, variable rate (5)
0 to 10 years3 years
 Option Adjusted Spread, fixed rate9% to 14%
10% Option-adjusted spread, fixed rate7% to 14%9%
 Option Adjusted Spread, variable rate9% to 15%
12% Option-adjusted spread, variable rate9% to 15%12%
Structured liabilities          
Long-term debt$(1,863)
Discounted cash flow, Market comparables, Industry standard derivative pricing (2)
Equity correlation15% to 100%
63%$(817)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Equity correlation11% to 100%67%
 Long-dated equity volatilities4% to 84%
22% Long-dated equity volatilities4% to 84%32%
 Yield7.5%n/a
 Yield7% to 18%16%
 Price$0 to td00
$66 Price$0 to td00$72
Net derivative assets          
Credit derivatives$(282)Discounted cash flow, Stochastic recovery correlation modelYield1% to 5%
3%$(565)Discounted cash flow, Stochastic recovery correlation modelYield0% to 5%4%
 Upfront points0 points to 100 points
71 points
 Upfront points0 points to 100 points70 points
 Credit correlation35% to 83%
42% Credit correlation70%n/a
 Prepayment speed15% to 20% CPR
16% Prepayment speed15% to 20% CPR15%
 Default rate1% to 4% CDR
2% Default rate1% to 4% CDR2%
 Loss severity35%n/a
 Loss severity35%n/a
 Price$0 to td02
$82 Price$0 to td38$93
Equity derivatives$(2,059)
Industry standard derivative pricing (2)
Equity correlation15% to 100%
63%$(348)
Industry standard derivative pricing (3)
Equity correlation11% to 100%67%
 Long-dated equity volatilities4% to 84%
22% Long-dated equity volatilities4% to 84%32%
Commodity derivatives$(3)
Discounted cash flow, Industry standard derivative pricing (2)
Natural gas forward pricetd/MMBtu to $5/MMBtu
$3/MMBtu
$10
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward pricetd/MMBtu to td2/MMBtu$3/MMBtu
 Correlation71% to 87%
81% Correlation38% to 87%71%
 Volatilities26% to 132%
57% Volatilities15% to 132%38%
Interest rate derivatives$630
Industry standard derivative pricing (3)
Correlation (IR/IR)15% to 92%
50%$(32)
Industry standard derivative pricing (4)
Correlation (IR/IR)15% to 70%61%
 Correlation (FX/IR)0% to 46%
1% Correlation (FX/IR)0% to 46%1%
 Long-dated inflation rates-14% to 38%
4% Long-dated inflation rates-20% to 38%2%
 Long-dated inflation volatilities0% to 1%
1% Long-dated inflation volatilities0% to 1%1%
Total net derivative assets$(1,714)    $(935)   
(1) 
For loans and securities, structured liabilities and net derivative assets, the weighted average is calculated based upon the absolute fair value of the instruments.
(2)
The categories are aggregated based upon product type which differs from financial statement classification. The following is a reconciliation to the line items in the table on page 173:152: Trading account assets – Corporate securities, trading loans and other of $1.9$1.6 billion, Trading account assets – Non-U.S. sovereign debt of $556$465 million, Trading account assets – Mortgage trading loans, ABS and other MBS of $1.5$1.6 billion, AFS debt securities of $606 million, Other taxable securities of $509 million, AFS debt securities – Tax-exempt securitiescarried at fair value - Non-agency residential of $469$172 million, Other assets, including MSRs, of $2.9 billion, Loans and leases of $571$338 million and LHFS of $690 million.$542 million.
(2)(3) 
Includes models such as Monte Carlo simulation and Black-Scholes.
(3)(4) 
Includes models such as Monte Carlo simulation, Black-Scholes and other methods that model the joint dynamics of interest, inflation and foreign exchange rates.
(4)(5) 
The weighted-average life is a product of changes in market rates of interest, prepayment rates and other model and cash flow assumptions.
CPR = Constant Prepayment Rate
CDR = Constant Default Rate
MMBtu = Million British thermal units
IR = Interest Rate
FX = Foreign Exchange
n/a = not applicable


157Bank of America 20171782018







      
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2017
     
(Dollars in millions)  Inputs
Financial InstrumentFair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average (1)
Loans and Securities (2)
     
Instruments backed by residential real estate assets$871
Discounted cash flowYield0% to 25%6%
Trading account assets – Mortgage trading loans, ABS and other MBS298
Prepayment speed0% to 22% CPR12%
Loans and leases570
Default rate0% to 3% CDR1%
Loans held-for-sale3
Loss severity0% to 53%17%
Instruments backed by commercial real estate assets$286
Discounted cash flowYield0% to 25%9%
Trading account assets – Corporate securities, trading loans and other244
Price$0 to $100$67
Trading account assets – Mortgage trading loans, ABS and other MBS42
   
Commercial loans, debt securities and other$4,023
Discounted cash flow, Market comparablesYield0% to 12%5%
Trading account assets – Corporate securities, trading loans and other1,613
Prepayment speed10% to 20%16%
Trading account assets – Non-U.S. sovereign debt556
Default rate3% to 4%4%
Trading account assets – Mortgage trading loans, ABS and other MBS1,158
Loss severity35% to 40%37%
AFS debt securities – Other taxable securities8
Price$0 to $145$63
Loans and leases1
   
Loans held-for-sale687
   
Auction rate securities$977
Discounted cash flow, Market comparablesPrice$10 to $100$94
Trading account assets – Corporate securities, trading loans and other7
   
AFS debt securities – Other taxable securities501
   
AFS debt securities – Tax-exempt securities469
   
MSRs$2,302
Discounted cash flow
Weighted-average life, fixed rate (5)
0 to 14 years5 years
  
Weighted-average life, variable rate (5)
0 to 10 years3 years
  Option-adjusted spread, fixed rate9% to 14%10%
  Option-adjusted spread, variable rate9% to 15%12%
Structured liabilities     
Long-term debt$(1,863)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Equity correlation15% to 100%63%
  Long-dated equity volatilities4% to 84%22%
  Yield7.5%n/a
  Price$0 to $100$66
Net derivative assets     
Credit derivatives$(282)Discounted cash flow, Stochastic recovery correlation modelYield1% to 5%3%
  Upfront points0 points to 100 points71 points
  Credit correlation35% to 83%42%
  Prepayment speed15% to 20% CPR16%
  Default rate1% to 4% CDR2%
  Loss severity35%n/a
  Price$0 to $102$82
Equity derivatives$(2,059)
Industry standard derivative pricing (3)
Equity correlation15% to 100%63%
  Long-dated equity volatilities4% to 84%22%
Commodity derivatives$(3)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward price$1/MMBtu to $5/MMBtu$3/MMBtu
  Correlation71% to 87%81%
  Volatilities26% to 132%57%
Interest rate derivatives$630
Industry standard derivative pricing (4)
Correlation (IR/IR)15% to 92%50%
  Correlation (FX/IR)0% to 46%1%
  Long-dated inflation rates-14% to 38%4%
  Long-dated inflation volatilities0% to 1%1%
Total net derivative assets$(1,714)    
      
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2016
     
(Dollars in millions)  Inputs
Financial InstrumentFair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average
Loans and Securities (1)
     
Instruments backed by residential real estate assets$1,066
Discounted cash flow, Market comparablesYield0% to 50%
7%
Trading account assets – Mortgage trading loans, ABS and other MBS337
Prepayment speed0% to 27% CPR
14%
Loans and leases718
Default rate0% to 3% CDR
2%
Loans held-for-sale11
Loss severity0% to 54%
18%
Instruments backed by commercial real estate assets$317
Discounted cash flow, Market comparablesYield0% to 39%
11%
Trading account assets – Corporate securities, trading loans and other178
Price$0 to $100
$65
Trading account assets – Mortgage trading loans, ABS and other MBS53
   
Loans held-for-sale86
   
Commercial loans, debt securities and other$4,486
Discounted cash flow, Market comparablesYield1% to 37%
14%
Trading account assets – Corporate securities, trading loans and other2,565
Prepayment speed5% to 20%
19%
Trading account assets – Non-U.S. sovereign debt510
Default rate3% to 4%
4%
Trading account assets – Mortgage trading loans, ABS and other MBS821
Loss severity0% to 50%
19%
AFS debt securities – Other taxable securities29
Price$0 to $292
$68
Loans and leases2
Duration0 to 5 years
3 years
Loans held-for-sale559
 Enterprise value/EBITDA multiple34x
n/a
Auction rate securities$1,141
Discounted cash flow, Market comparablesPrice$10 to $100
$94
Trading account assets – Corporate securities, trading loans and other34
  
AFS debt securities – Other taxable securities565
   
AFS debt securities – Tax-exempt securities542
   
MSRs$2,747
Discounted cash flow
Weighted-average life, fixed rate (4)
0 to 15 years
6 years
  
Weighted-average life, variable rate (4)
0 to 14 years
4 years
  Option Adjusted Spread, fixed rate9% to 14%
10%
  Option Adjusted Spread, variable rate9% to 15%
12%
Structured liabilities     
Long-term debt$(1,514)
Discounted cash flow, Market comparables, Industry standard derivative pricing (2)
Equity correlation13% to 100%
68%
  Long-dated equity volatilities4% to 76%
26%
  Yield6% to 37%
20%
  Price$12 to $87
$73
  Duration0 to 5 years
3 years
Net derivative assets     
Credit derivatives$(129)Discounted cash flow, Stochastic recovery correlation modelYield0% to 24%
13%
  Upfront points0 to 100 points
72 points
  Credit spreads17 bps to 814 bps
248 bps
  Credit correlation21% to 80%
44%
  Prepayment speed10% to 20% CPR
18%
  Default rate1% to 4% CDR
3%
  Loss severity35%n/a
Equity derivatives$(1,690)
Industry standard derivative pricing (2)
Equity correlation13% to 100%
68%
  Long-dated equity volatilities4% to 76%
26%
Commodity derivatives$6
Discounted cash flow, Industry standard derivative pricing (2)
Natural gas forward price$2/MMBtu to $6/MMBtu
$4/MMBtu
  Correlation66% to 95%
85%
  Volatilities23% to 96%
36%
     
Interest rate derivatives$500
Industry standard derivative pricing (3)
Correlation (IR/IR)15% to 99%
56%
  Correlation (FX/IR)0% to 40%
2%
  Illiquid IR and long-dated inflation rates-12% to 35%
5%
  Long-dated inflation volatilities0% to 2%
1%
Total net derivative assets$(1,313)    

(1) 
For loans and securities, structured liabilities and net derivative assets, the weighted average is calculated based upon the absolute fair value of the instruments.
(2)
The categories are aggregated based upon product type which differs from financial statement classification. The following is a reconciliation to the line items in the table on page 174:153: Trading account assets – Corporate securities, trading loans and other of $2.8$1.9 billion, Trading account assets – Non-U.S. sovereign debt of $510$556 million, Trading account assets – Mortgage trading loans, ABS and other MBS of $1.2$1.5 billion, AFS debt securities – Other taxable securities of $594$509 million, AFS debt securities – Tax-exempt securities of $542$469 million, Loans and leases of $720$571 million and LHFS of $656 million.$690 million.
(2)(3) 
Includes models such as Monte Carlo simulation and Black-Scholes.
(3)(4) 
Includes models such as Monte Carlo simulation, Black-Scholes and other methods that model the joint dynamics of interest, inflation and foreign exchange rates.
(4)(5) 
The weighted-average life is a product of changes in market rates of interest, prepayment rates and other model and cash flow assumptions.
CPR = Constant Prepayment Rate
CDR = Constant Default Rate
EBITDA = Earnings before interest, taxes, depreciation and amortization
MMBtu = Million British thermal units
IR = Interest Rate
FX = Foreign Exchange
n/a = not applicable



179Bank of America 20172018 158




In the previous tables, instruments backed by residential and commercial real estate assets include RMBS, commercial MBS, whole loans and mortgage CDOs. Commercial loans, debt securities and other include corporate CLOs and CDOs, commercial loans and bonds, and securities backed by non-real estate assets. Structured liabilities primarily include equity-linked notes that are accounted for under the fair value option.
The Corporation uses multiple market approaches in valuing certain of its Level 3 financial instruments. For example, market comparables and discounted cash flows are used together. For a given product, such as corporate debt securities, market comparables may be used to estimate some of the unobservable inputs and then these inputs are incorporated into a discounted cash flow model. Therefore, the balances disclosed encompass both of these techniques.
The level of aggregation and diversity within the products disclosed in the tables results in certain ranges of inputs being wide and unevenly distributed across asset and liability categories.
SensitivityUncertainty of Fair Value Measurements to Changes infrom Unobservable Inputs
Loans and Securities
A significant increase in market yields, default rates, loss severities or duration would resulthave resulted in a significantly lower fair value for long positions. Short positions would behave been impacted in a directionally opposite way. The impact of changes in prepayment speeds would have resulted in differing impacts depending on the seniority of the instrument and, in the case of CLOs, whether prepayments can be reinvested. A significant increase in price would resulthave resulted in a significantly higher fair value for long positions, and short positions would behave been impacted in a directionally opposite way.
Structured Liabilities and Derivatives
For credit derivatives, a significant increase in market yield, upfront points (i.e., a single upfront payment made by a protection buyer at inception), credit spreads, default rates or loss severities would have resulted in a significantly lower fair value for protection sellers and higher fair value for protection buyers. The impact of changes in prepayment speeds would have resulted in differing impacts depending on the seniority of the instrument.
Structured credit derivatives are impacted by credit correlation. Default correlation is a parameter that describes the degree of
dependence among credit default rates within a credit portfolio that underlies a credit derivative instrument. The sensitivity of this input on the fair value varies depending on the level of subordination of the tranche. For senior tranches that are net purchases of protection, a significant increase in default correlation would have resulted in a significantly higher fair value. Net short protection positions would have been impacted in a directionally opposite way.
For equity derivatives, commodity derivatives, interest rate derivatives and structured liabilities, a significant change in long-dated rates and volatilities and correlation inputs (i.e., the degree of correlation between an equity security and an index, between two different commodities, between two different interest rates, or between interest rates and foreign exchange rates) would have resulted in a significant impact to the fair value; however, the magnitude and direction of the impact depend on whether the Corporation is long or short the exposure. For structured liabilities, a significant increase in yield or decrease in price would have resulted in a significantly lower fair value. A significant decrease in duration would have resulted in a significantly higher fair value.
Sensitivity of Fair Value Measurements for Mortgage Servicing Rights
The weighted-average lives and fair value of MSRs are sensitive to changes in modeled assumptions. The weighted-average life is a product of changes in market rates of interest, prepayment rates and other model and cash flow assumptions. The weighted-average life represents the average period of time that the MSRs’ cash flows are expected to be received. Absent other changes, an increase (decrease) to the weighted-average life would generally result in an increase (decrease) in the fair value of the MSRs. For example, a 10 percent or 20 percent decrease in prepayment rates, which impacts the weighted-average life, could result in an increase in fair value of $83$64 million or $172$133 million, while a 10 percent or 20 percent increase in prepayment rates could result in a decrease in fair value of $76$59 million or $147$115 million. A 100 bp or 200 bp decrease in OAS levels could result in an increase in fair value of $69$63 million or $143$131 million, while a 100 bp or 200 bp increase in OAS levels could result in a decrease in fair value of $65$59 million
or $125$115 million. These sensitivities are hypothetical and actual amounts may vary materially. As the amounts indicate, changes in fair value based on variations in assumptions generally cannot be extrapolated because the relationship of the change in assumption to the change in fair value may not be linear. Also, the effect of a variation in a particular assumption on the fair value of MSRs that continue to be held by the Corporation is calculated without changing any other assumption. In reality, changes in one factor may result in changes in another, which might magnify or counteract the sensitivities. In addition, these sensitivities do not reflect any hedge strategies that may be undertaken to mitigate such risk. The Corporation manages the risk in MSRs with derivatives such as options and interest rate swaps, which are not designated as accounting hedges, as well as securities including MBS and U.S. Treasury securities. The securities used to manage the risk in the MSRs are classified in other assets on the Consolidated Balance Sheet.
Structured Liabilities and Derivatives
For credit derivatives, a significant increase in market yield, upfront points (i.e., a single upfront payment made by a protection buyer at inception), credit spreads, default rates or loss severities would result in a significantly lower fair value for protection sellers and higher fair value for protection buyers. The impact of changes in prepayment speeds would have differing impacts depending on the seniority of the instrument.
Structured credit derivatives are impacted by credit correlation. Default correlation is a parameter that describes the degree of dependence among credit default rates within a credit portfolio that underlies a credit derivative instrument. The sensitivity of this input on the fair value varies depending on the level of subordination of the tranche. For senior tranches that are net purchases of protection, a significant increase in default correlation would result in a significantly higher fair value. Net short protection positions would be impacted in a directionally opposite way.
For equity derivatives, commodity derivatives, interest rate derivatives and structured liabilities, a significant change in long-dated rates and volatilities and correlation inputs (i.e., the degree of correlation between an equity security and an index, between two different commodities, between two different interest rates, or between interest rates and foreign exchange rates) would result in a significant impact to the fair value; however, the magnitude and direction of the impact depend on whether the Corporation is long or short the exposure. For structured liabilities, a significant increase in yield or decrease in price would result in a significantly lower fair value. A significant decrease in duration may result in a significantly higher fair value.





159Bank of America 20171802018







Nonrecurring Fair Value
The Corporation holds certain assets that are measured at fair value, but only in certain situations (e.g., impairment) and these measurements are referred to herein as nonrecurring. The amounts below represent assets still held as of the reporting date for which a nonrecurring fair value adjustment was recorded during 2018, 2017 2016 and 2015.2016.
              
Assets Measured at Fair Value on a Nonrecurring Basis
  
December 31, 2017 December 31, 2016December 31, 2018 December 31, 2017
(Dollars in millions)
Level 2 Level 3 Level 2 Level 3Level 2 Level 3 Level 2 Level 3
Assets 
  
    
 
  
    
Loans held-for-sale$
 $2
 $193
 $44
$274
 $
 $
 $2
Loans and leases (1)

 894
 
 1,416

 474
 
 894
Foreclosed properties (2, 3)

 83
 
 77

 42
 
 83
Other assets425
 
 358
 
331
 14
 425
 
              
  Gains (Losses)  Gains (Losses)
  2017 2016 2015  2018 2017 2016
Assets   
  
  
   
  
  
Loans held-for-sale  $(6) $(54) $(8)  $(18) $(6) $(54)
Loans and leases (1)
  (336) (458) (993)  (202) (336) (458)
Foreclosed properties  (41) (41) (57)  (24) (41) (41)
Other assets  (124) (74) (28)  (64) (124) (74)
(1) 
Includes $83 million, $135 million and $150 million of losses on loans that were written down to a collateral value of zero during 2018, 2017 compared to losses of $150 million and $174 million for 2016 and 2015., respectively.
(2) 
Amounts are included in other assets on the Consolidated Balance Sheet and represent the carrying value of foreclosed properties that were written down subsequent to their initial classification as foreclosed properties. Losses on foreclosed properties include losses recorded during the first 90 days after transfer of a loan to foreclosed properties.
(3) 
Excludes $488 million and $801 million and $1.2 billion of properties acquired upon foreclosure of certain government-guaranteed loans (principally FHA-insured loans) at December 31, 20172018 and 20162017.
The table below presents information about significant unobservable inputs related to the Corporation’s nonrecurring Level 3 financial assets and liabilities at December 31, 20172018 and 2016.2017. Loans and leases backed by residential real estate assets represent residential mortgages where the loan has been written down to the fair value of the underlying collateral.
      
Quantitative Information about Nonrecurring Level 3 Fair Value Measurements
      
  Inputs
Financial InstrumentFair Value 
Valuation
Technique
 
Significant Unobservable
Inputs
 
Ranges of
Inputs
 
Weighted
Average (1)
(Dollars in millions)  InputsDecember 31, 2018
Financial InstrumentFair Value 
Valuation
Technique
 
Significant Unobservable
Inputs
 
Ranges of
Inputs
 Weighted Average
Loans and leases backed by residential real estate assets$474
 Market comparables OREO discount 13% to 59% 25%
  Costs to sell 8% to 26% 9%
   
December 31, 2017December 31, 2017
Loans and leases backed by residential real estate assets$894
 Market comparables OREO discount 15% to 58% 23%$894
 Market comparables OREO discount 15% to 58% 23%
  Costs to sell 5% to 49% 7%  Costs to sell 5% to 49% 7%
 December 31, 2016
Loans and leases backed by residential real estate assets$1,416
 Market comparables OREO discount 8% to 56% 21%
     Costs to sell 7% to 45% 9%
(1) The weighted average is calculated based upon the fair value of the loans.
NOTE 21 Fair Value Option
Loans and Loan Commitments
The Corporation elects to account for certain consumer and commercial loans and loan commitments that exceed the Corporation’s single-name credit risk concentration guidelines under the fair value option. Lending commitments both funded and unfunded, are actively managed and monitored and, as appropriate, credit risk for these lending relationships may be mitigated through the use of credit derivatives, with the Corporation’s public side credit view and market perspectives determining the size and timing of the hedging activity. These credit derivatives do not meet the requirements for designation as accounting hedges and therefore are carried at fair value with changes in fair value recorded in other income. Electing theThe fair value option allows the Corporation to carry these loans and loan commitments at fair value, which is more consistent with management’s view of the underlying economics and the manner in which they are managed. In addition, election of the fair value option allows the Corporation to reduce the accounting volatility that would otherwise result from the asymmetry created by accounting for the financial instruments at historical cost and the
credit derivatives at fair value. The Corporation also elected the fair value option for certain loans held in consolidated VIEs.
Loans Held-for-sale
The Corporation elects to account for residential mortgage LHFS, commercial mortgage LHFS and certain other LHFS under the fair value option with interest income on these LHFS recorded in other interest income. These loans are actively managed and monitored and, as appropriate, certain market risks of the loans may be mitigated through the use of derivatives. The Corporation has elected not to designate the derivatives as qualifying accounting hedges and therefore they are carried at fair value with changes in fair value recorded in other income. The changes in fair value of the loans are largely offset by changes in the fair value of the derivatives. Election of theThe fair value option allows the Corporation to reduce the accounting volatility that would otherwise result from the asymmetry created by accounting for the financial instruments at the lower of cost or fair value and the derivatives at fair value. The Corporation has not elected to account for certain other LHFS under the fair value option primarily because these loans are floating-rate loans that are not hedged using derivative instruments.


181Bank of America 20172018 160




Loans Reported as Trading Account Assets
The Corporation elects to account for certain loans that are held for the purpose of trading and are risk-managed on a fair value basis under the fair value option.
Other Assets
The Corporation elects to account for certain long-term fixed-rate margin loans that are hedged with derivatives under the fair value option. Election of the fair value option allows the Corporation to reduce the accounting volatility that would otherwise result from the asymmetry created by accounting for the financial instruments at historical cost and the derivatives at fair value.
Securities Financing Agreements
The Corporation elects to account for certain securities financing agreements, including resale and repurchase agreements, under the fair value option based on the tenor of the agreements, which reflects the magnitude of the interest rate risk. The majority of securities financing agreements collateralized by U.S. government securities are not accounted for under the fair value option as these contracts are generally short-dated and therefore the interest rate risk is not significant.
Long-term Deposits
The Corporation elects to account for certain long-term fixed-rate and rate-linked deposits that are hedged with derivatives that do not qualify for hedge accounting under the fair value option. Election of the fair value option allows the Corporation to reduce
the accounting volatility that would otherwise result from the asymmetry created by accounting for the financial instruments at
historical cost and the derivatives at fair value. The Corporation has not elected to carry other long-term deposits at fair value because they are not hedged using derivatives.
Short-term Borrowings
The Corporation elects to account for certain short-term borrowings, primarily short-term structured liabilities, under the fair value option because this debt is risk-managed on a fair value basis.
The Corporation elects to account for certain asset-backed secured financings, which are also classified in short-term borrowings, under the fair value option. Election of the fair value option allows the Corporation to reduce the accounting volatility that would otherwise result from the asymmetry created by accounting for the asset-backed secured financings at historical cost and the corresponding mortgage LHFS securing these financings at fair value.
Long-term Debt
The Corporation elects to account for certain long-term debt, primarily structured liabilities, under the fair value option. This long-term debt is either risk-managed on a fair value basis or the related hedges do not qualify for hedge accounting.
Fair Value Option Elections
The table below provides information about the fair value carrying amount and the contractual principal outstanding of assets and liabilities accounted for under the fair value option at December 31, 20172018 and 2016.2017.
            
Fair Value Option Elections
            
 December 31, 2018 December 31, 2017
(Dollars in millions)Fair Value Carrying Amount Contractual Principal Outstanding Fair Value Carrying Amount Less Unpaid Principal Fair Value Carrying Amount Contractual Principal Outstanding Fair Value Carrying Amount Less Unpaid Principal
Federal funds sold and securities borrowed or purchased under agreements to resell$56,399
 $56,376
 $23
 $52,906
 $52,907
 $(1)
Loans reported as trading account assets (1)
6,195
 13,088
 (6,893) 5,735
 11,804
 (6,069)
Trading inventory – other13,778
 n/a
 n/a
 12,027
 n/a
 n/a
Consumer and commercial loans4,349
 4,399
 (50) 5,710
 5,744
 (34)
Loans held-for-sale (1)
2,942
 4,749
 (1,807) 2,156
 3,717
 (1,561)
Other assets3
 n/a
 n/a
 3
 n/a
 n/a
Long-term deposits492
 454
 38
 449
 421
 28
Federal funds purchased and securities loaned or sold under agreements to repurchase28,875
 28,881
 (6) 36,182
 36,187
 (5)
Short-term borrowings1,648
 1,648
 
 1,494
 1,494
 
Unfunded loan commitments169
 n/a
 n/a
 120
 n/a
 n/a
Long-term debt (2)
27,637
 29,147
 (1,510) 31,786
 31,512
 274
            
Fair Value Option Elections           
            
 Fair Value Carrying Amount Contractual Principal Outstanding Fair Value Carrying Amount Less Unpaid Principal Fair Value Carrying Amount Contractual Principal Outstanding Fair Value Carrying Amount Less Unpaid Principal
 December 31, 2017 December 31, 2016
(Dollars in millions)           
Federal funds sold and securities borrowed or purchased under agreements to resell$52,906
 $52,907
 $(1) $49,750
 $49,615
 $135
Loans reported as trading account assets (1)
5,735
 11,804
 (6,069) 6,215
 11,557
 (5,342)
Trading inventory – other12,027
 n/a
 n/a
 8,206
 n/a
 n/a
Consumer and commercial loans5,710
 5,744
 (34) 7,085
 7,190
 (105)
Loans held-for-sale2,156
 3,717
 (1,561) 4,026
 5,595
 (1,569)
Customer receivables and other assets3
 n/a
 n/a
 253
 250
 3
Long-term deposits449
 421
 28
 731
 672
 59
Federal funds purchased and securities loaned or sold under agreements to repurchase36,182
 36,187
 (5) 35,766
 35,929
 (163)
Short-term borrowings1,494
 1,494
 
 2,024
 2,024
 
Unfunded loan commitments120
 n/a
 n/a
 173
 n/a
 n/a
Long-term debt (2)
31,786
 31,512
 274
 30,037
 29,862
 175

(1) 
A significant portion of the loans reported as trading account assets and LHFS are distressed loans that trade and were purchased at a deep discount to par, and the remainder are loans with a fair value near contractual principal outstanding.
(2) 
Includes structured liabilities with a fair value of $27.3 billion and $31.4 billion and $29.7 billion, and contractual principal outstanding of $28.8 billion and $31.1 billion and $29.5 billion at December 31, 20172018 and 20162017.
n/a = not applicable


161Bank of America 20171822018







The following tables provide information about where changes in the fair value of assets and liabilities accounted for under the fair value option are included in the Consolidated Statement of Income for 2018, 2017 2016 and 2015.2016.
      
Gains (Losses) Relating to Assets and Liabilities Accounted for Under the Fair Value Option
      
 Trading Account Profits Other
Income
 Total
(Dollars in millions)2018
Loans reported as trading account assets (1)
$8
 $
 $8
Trading inventory – other (2)
1,750
 
 1,750
Consumer and commercial loans (1)
(422) (53) (475)
Loans held-for-sale (1, 3)
1
 24
 25
Unfunded loan commitments
 (49) (49)
Long-term debt (4, 5)
2,157
 (93) 2,064
Other (6)
8
 18
 26
Total$3,502

$(153)
$3,349
      
 2017
Loans reported as trading account assets (1)
$318
 $
 $318
Trading inventory – other (2)
3,821
 
 3,821
Consumer and commercial loans (1)
(9) 35
 26
Loans held-for-sale (1, 3)

 298
 298
Unfunded loan commitments
 36
 36
Long-term debt (4, 5)
(1,044) (146) (1,190)
Other (6)
(93) 13
 (80)
Total$2,993
 $236
 $3,229
      
 2016
Loans reported as trading account assets (1)
$301
 $
 $301
Trading inventory – other (2)
57
 
 57
Consumer and commercial loans (1)
49
 (37) 12
Loans held-for-sale (1, 3)
11
 524
 535
Unfunded loan commitments
 487
 487
Long-term debt (4, 5)
(489) (97) (586)
Other (6)
(85) 53
 (32)
Total$(156) $930
 $774

        
Gains (Losses) Relating to Assets and Liabilities Accounted for Under the Fair Value Option
        
 
Trading
Account
Profits
 Mortgage Banking Income 
Other
Income
 Total
(Dollars in millions)2017
Federal funds sold and securities borrowed or purchased under agreements to resell$(57) $
 $
 $(57)
Loans reported as trading account assets318
 
 
 318
Trading inventory – other (1)
3,821
 
 
 3,821
Consumer and commercial loans(9) 
 35
 26
Loans held-for-sale (2)

 211
 87
 298
Unfunded loan commitments
 
 36
 36
Long-term debt (3, 4)
(1,044) 
 (146) (1,190)
Other (5)
(36) 
 13
 (23)
Total$2,993
 $211
 $25
 $3,229
        
 2016
Federal funds sold and securities borrowed or purchased under agreements to resell$(64) $
 $1
 $(63)
Loans reported as trading account assets301
 
 
 301
Trading inventory – other (1)
57
 
 
 57
Consumer and commercial loans49
 
 (37) 12
Loans held-for-sale (2)
11
 518
 6
 535
Unfunded loan commitments
 
 487
 487
Long-term debt (3, 4)
(489) 
 (97) (586)
Other (5)
(21) 
 52
 31
Total$(156) $518
 $412
 $774
        
 2015
Federal funds sold and securities borrowed or purchased under agreements to resell$(195) $
 $
 $(195)
Loans reported as trading account assets(199) 
 
 (199)
Trading inventory – other (1)
1,284
 
 
 1,284
Consumer and commercial loans52
 
 (295) (243)
Loans held-for-sale (2)
(36) 673
 63
 700
Unfunded loan commitments
 
 (210) (210)
Long-term debt (3, 4)
2,107
 
 (633) 1,474
Other (5)
37
 
 23
 60
Total$3,050
 $673
 $(1,052) $2,671
(1) Gains (losses) related to borrower-specific credit risk were not significant.
(1) (2) 
The gains in trading account profits are primarily offset by losses on trading liabilities that hedge these assets.
(2)(3) 
Includes the value of IRLCs on funded loans, including those sold during the period.
(3)(4) 
The majority of the net gains (losses) in trading account profits relate to the embedded derivativederivatives in structured liabilities and are offset by gains (losses) on derivatives and securities that hedge these liabilities.
(4)(5) 
For the cumulative impact of changes in the Corporation’s own credit spreads and the amount recognized in accumulated OCI, see Note 14 – Accumulated Other Comprehensive Income (Loss). For more information on how the Corporation’s own credit spread is determined, see Note 20 – Fair Value Measurements.
(5)(6) 
Includes gains (losses) on federal funds sold and securities borrowed or purchased under agreements to resell, other assets, long-term deposits, federal funds purchased and securities loaned or sold under agreements to repurchase and short-term borrowings.
      
Gains (Losses) Related to Borrower-specific Credit Risk for Assets Accounted for Under the Fair Value Option
      
(Dollars in millions)2017 2016 2015
Loans reported as trading account assets$24
 $7
 $37
Consumer and commercial loans36
 (53) (200)
Loans held-for-sale(22) (34) 37

183Bank of America 2017



NOTE 22 Fair Value of Financial Instruments
Financial instruments are classified within the fair value hierarchy using the methodologies described in Note 20 – Fair Value Measurements. Certain loans, deposits, long-term debt and unfunded lending commitments are accounted for under the fair value option. For additional information, see Note 21 – Fair Value Option. The following disclosures include financial instruments that are not carried at fair value or only a portion of the ending balance is carried at fair value on the Consolidated Balance Sheet.
Short-term Financial Instruments
The carrying value of short-term financial instruments, including cash and cash equivalents, certain time deposits placed and other short-term investments, federal funds sold and purchased, certain resale and repurchase agreements customer and other receivables, customer payables (within accrued expenses and other liabilities on the Consolidated Balance Sheet), and short-term borrowings,
approximates the fair value of these instruments. These financial instruments generally expose the Corporation to limited credit risk and have no stated maturities or have short-term maturities and carry interest rates that approximate market. The Corporation accounts for certain resale and repurchase agreements under the fair value option.
Under the fair value hierarchy, cash and cash equivalents are classified as Level 1. Time deposits placed and other short-term investments, such as U.S. government securities and short-term commercial paper, are classified as Level 1 or Level 2. Federal funds sold and purchased are classified as Level 2. Resale and repurchase agreements are classified as Level 2 because they are generally short-dated and/or variable-rate instruments collateralized by U.S. government or agency securities. Customer and other receivables primarily consist of margin loans, servicing advances and other accounts receivable and are classified as Level 2 or Level 3. Customer payables and short-termShort-term borrowings are classified as Level 2.
Held-to-maturity Debt Securities
HTM debt securities, which consist primarily of U.S. agency debt securities, are classified as Level 2 using the same methodologies as AFS U.S. agency debt securities. For more information on HTM debt securities, see Note 3 – Securities.
Loans
The fair values for commercial and consumer loans are generally determined by discounting both principal and interest cash flows expected to be collected using a discount rate for similar instruments with adjustments that the Corporation believes a market participant would consider in determining fair value. The Corporation estimates the cash flows expected to be collected using internal credit risk, interest rate and prepayment risk models that incorporate the Corporation’s best estimate of current key assumptions, such as default rates, loss severity and prepayment speeds for the life of the loan. The carrying value of loans is presented net of the applicable allowance for loan losses and excludes leases. The Corporation accounts for certain commercial loans and residential mortgage loans under the fair value option.
Deposits
The fair value for certain deposits with stated maturities is determined by discounting contractual cash flows using current market rates for instruments with similar maturities. The carrying value of non-U.S. time deposits approximates fair value. For

deposits with no stated maturities, the carrying value is considered to approximate fair value and does not take into account the significant value of the cost advantage and stability of the Corporation’s long-term relationships with depositors. The Corporation accounts for certain long-term fixed-rate deposits under the fair value option.
Long-term Debt
Bank of America 2018 162


The Corporation uses quoted market prices, when available, to estimate fair value for its long-term debt. When quoted market prices are not available, fair value is estimated based on current market interest rates and credit spreads for debt with similar terms and maturities. The Corporation accounts for certain structured liabilities under the fair value option.
Fair Value of Financial Instruments
The carrying values and fair values by fair value hierarchy of certain financial instruments where only a portion of the ending balance was carried at fair value at December 31, 20172018 and 20162017 are presented in the following table.
        
Fair Value of Financial Instruments
    
   Fair Value
 Carrying Value Level 2 Level 3 Total
(Dollars in millions)December 31, 2018
Financial assets       
Loans$911,520
 $58,228
 $859,160
 $917,388
Loans held-for-sale10,367
 9,592
 775
 10,367
Financial liabilities 
      
Deposits (1)
1,381,476
 1,381,239
 
 1,381,239
Long-term debt229,340
 229,967
 817
 230,784
Commercial unfunded lending commitments (2)
966
 169
 5,558
 5,727
        
 December 31, 2017
Financial assets       
Loans$904,399
 $68,586
 $849,576
 $918,162
Loans held-for-sale11,430
 10,521
 909
 11,430
Financial liabilities 
     

Deposits (1)
1,309,545
 1,309,398
 
 1,309,398
Long-term debt227,402
 235,126
 1,863
 236,989
Commercial unfunded lending commitments (2)
897
 120
 3,908
 4,028

        
Fair Value of Financial Instruments
    
   Fair Value
 Carrying Value Level 2 Level 3 Total
(Dollars in millions)December 31, 2017
Financial assets       
Loans$904,399
 $68,586
 $849,576
 $918,162
Loans held-for-sale11,430
 10,521
 909
 11,430
Financial liabilities       
Deposits1,309,545
 1,309,398
 
 1,309,398
Long-term debt227,402
 235,126
 1,863
 236,989
        
 December 31, 2016
Financial assets       
Loans$873,209
 $71,793
 $815,329
 $887,122
Loans held-for-sale9,066
 8,082
 984
 9,066
Financial liabilities 
      
Deposits1,260,934
 1,261,086
 
 1,261,086
Long-term debt216,823
 220,071
 1,514
 221,585
Commercial Unfunded Lending Commitments
Fair values are generally determined using a discounted cash flow valuation approach which is applied using market-based CDS or internally developed benchmark credit curves. The Corporation accounts for certain loan commitments under the fair value option. The carrying values(1) Includes demand deposits of $531.9 billion and fair values of the Corporation’s commercial unfunded lending commitments were $897 million and $4.0$519.6 billion with no stated maturities at December 31, 2017,2018 and $937 million and $4.9 billion at December 31, 2016. Substantially all commercial unfunded lending commitments are classified as Level 3. The carrying value of these commitments is included in accrued expenses and other liabilities on the Consolidated Balance Sheet.2017.
The Corporation does not estimate the fair values of consumer unfunded lending commitments because, in many instances, the Corporation can reduce or cancel these commitments by providing notice to the borrower. For more information on commitments, see Note 12 – Commitments and Contingencies.


(2)
BankThe carrying value of America 2017184
commercial unfunded lending commitments is included in accrued expenses and other liabilities on the Consolidated Balance Sheet. The Corporation does not estimate the fair value of consumer unfunded lending commitments because, in many instances, the Corporation can reduce or cancel these commitments by providing notice to the borrower. For more information on commitments, see .


NOTE 23Business Segment Information
The Corporation reports its results of operations through the following four business segments: Consumer Banking, GWIMBanking, GWIM, Global Banking and Global Markets, with the remaining operations recorded in All Other.
Consumer Banking
Consumer Banking offers a diversified range of credit, banking and investment products and services to consumers and small businesses. Consumer Banking product offerings include traditional savings accounts, money market savings accounts, CDs and IRAs, checking accounts, and investment accounts and products, as well as credit and debit cards, residential mortgages and home equity loans, and direct and indirect loans to consumers and small businesses in the U.S. ConsumerBanking includes the impact of servicing residential mortgages and home equity loans in the core portfolio.
Global Wealth & Investment Management
GWIM provides a high-touch client experience through a network of financial advisors focused on clients with over $250,000 in total investable assets, including tailored solutions to meet clients’ needs through a full set of investment management, brokerage, banking and retirement products. GWIM also provides comprehensive wealth management solutions targeted to high net worth and ultra high net worth clients, as well as customized solutions to meet clients’ wealth structuring, investment
management, trust and banking needs, including specialty asset management services.
Global Banking
Global Banking provides a wide range of lending-related products and services, integrated working capital management and treasury solutions, and underwriting and advisory services through the Corporation’s network of offices and client relationship teams. Global Banking also provides investment banking products to clients. The economics of certain investment banking and underwriting activities are shared primarily between Global Banking andGlobal Markets under an internal revenue-sharing arrangement. Global Banking clients generally include middle-market companies, commercial real estate firms, not-for-profit companies, large global corporations, financial institutions, leasing clients, and mid-sized U.S.-based businesses requiring customized and integrated financial advice and solutions.
Global Markets
Global Markets offers sales and trading services includingand research services to institutional clients across fixed-income, credit, currency, commodity and equity businesses. Global Markets provides market-making, financing, securities clearing, settlement and custody services globally to institutional investor clients in support of their investing and trading activities. Global Markets product coverage includes securities and derivative products in both the primary and secondary markets. Global Markets also works with commercial and corporate clients to provide risk management products. As a result of market-making activities, Global Markets may be required to manage risk in a broad range of financial products. In addition, the economics of certain investment banking and underwriting activities are shared primarily between Global Markets and Global Banking under an internal revenue-sharing arrangement.
All Other
All Other consists of ALM activities, equity investments, non-core mortgage loans and servicing activities, the net impact of periodic revisions to the MSR valuation model for both core and non-core MSRs and the related economic hedge results, and ineffectiveness,
liquidating businesses and residual expense allocations. ALM activities encompass certain residential mortgages, debt securities, interest rate and foreign currency risk management activities, the impact of certain allocation methodologies and accounting hedge ineffectiveness. The results of certain ALM activities are allocated to the business segments. Equity investments include the merchant services joint venture as well as a portfolio of equity, real estate and other alternative investments. The initial impact of the Tax Act was recorded in All Other.
Basis of Presentation
The management accounting and reporting process derives segment and business results by utilizing allocation methodologies for revenue and expense. The net income derived for the businesses is dependent upon revenue and cost allocations using an activity-based costing model, funds transfer pricing, and other methodologies and assumptions management believes are appropriate to reflect the results of the business.
Total revenue, net of interest expense, includes net interest income on an FTE basis and noninterest income. The adjustment of net interest income to an FTE basis results in a corresponding increase in income tax expense. The segment results also reflect certain revenue and expense methodologies that are utilized to determine net income. The net interest income of the businesses includes the results of a funds transfer pricing process that

163Bank of America 2018






matches assets and liabilities with similar interest rate sensitivity and maturity characteristics. In segments where the total of liabilities and equity exceeds assets, which are generally deposit-taking segments, the Corporation allocates assets to match liabilities. Net interest income of the business segments also includes an allocation of net interest income generated by certain of the Corporation’s ALM activities.
In addition, the business segments are impacted by the migration of customers and clients and their deposit, loan and brokerage balances between businesses. Subsequent to the date of migration, the associated net interest income, noninterest income and noninterest expense are recorded in the business to which the customers or clients migrated.
The Corporation’s ALM activities include an overall interest rate risk management strategy that incorporates the use of various derivatives and cash instruments to manage fluctuations in earnings and capital that are caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity so that movements in interest rates do not significantly adversely affect earnings and capital. The results of a majority of the Corporation’s ALM activities are allocated to the business segments and
fluctuate based on the performance of the ALM activities. ALM activities include external product pricing decisions including deposit pricing strategies, the effects of the Corporation’s internal funds transfer pricing process and the net effects of other ALM activities.
Certain expenses not directly attributable to a specific business segment are allocated to the segments. The costs of certain centralized or shared functions are allocated based on methodologies that reflect utilization.
The tables below presentfollowing table presents net income (loss) and the components thereto (with net interest income on an FTE basis)basis for the business segments, All Other and the total Corporation) for 2018, 2017 2016 and 2015,2016, and total assets at December 31, 2018 and 2017 for each business segment, as well as All Other.
             
Results of Business Segments and All Other            
             
At and for the year ended December 31 
Total Corporation (1)
 Consumer Banking
(Dollars in millions) 2018 2017 2016 2018 2017 2016
Net interest income $48,042
 $45,592
 $41,996
 $27,123
 $24,307
 $21,290
Noninterest income 43,815
 42,685
 42,605
 10,400
 10,214
 10,441
Total revenue, net of interest expense 91,857
 88,277
 84,601
 37,523
 34,521
 31,731
Provision for credit losses 3,282
 3,396
 3,597
 3,664
 3,525
 2,715
Noninterest expense 53,381
 54,743
 55,083
 17,713
 17,795
 17,664
Income before income taxes 35,194
 30,138
 25,921
 16,146
 13,201
 11,352
Income tax expense 7,047
 11,906
 8,099
 4,117
 4,999
 4,186
Net income $28,147
 $18,232
 $17,822
 $12,029
 $8,202
 $7,166
Year-end total assets $2,354,507
 $2,281,234
   $768,877
 $749,325
  
             
  Global Wealth &
Investment Management
 Global Banking
  2018 2017 2016 2018 2017 2016
Net interest income $6,294
 $6,173
 $5,759
 $10,881
 $10,504
 $9,471
Noninterest income 13,044
 12,417
 11,891
 8,763
 9,495
 8,974
Total revenue, net of interest expense 19,338
 18,590
 17,650
 19,644
 19,999
 18,445
Provision for credit losses 86
 56
 68
 8
 212
 883
Noninterest expense 13,777
 13,556
 13,166
 8,591
 8,596
 8,486
Income before income taxes 5,475
 4,978
 4,416
 11,045
 11,191
 9,076
Income tax expense 1,396
 1,885
 1,635
 2,872
 4,238
 3,347
Net income $4,079
 $3,093
 $2,781
 $8,173
 $6,953
 $5,729
Year-end total assets $305,906
 $284,321
  
 $441,477
 $424,533
  
             
  Global Markets All Other
  2018 2017 2016 2018 2017 2016
Net interest income $3,171
 $3,744
 $4,557
 $573
 $864
 $919
Noninterest income 12,892
 12,207
 11,533
 (1,284) (1,648) (234)
Total revenue, net of interest expense 16,063
 15,951
 16,090
 (711) (784) 685
Provision for credit losses 
 164
 31
 (476) (561) (100)
Noninterest expense 10,686
 10,731
 10,171
 2,614
 4,065
 5,596
Income (loss) before income taxes 5,377
 5,056
 5,888
 (2,849) (4,288) (4,811)
Income tax expense (benefit) 1,398
 1,763
 2,071
 (2,736) (979) (3,140)
Net income (loss) $3,979
 $3,293
 $3,817
 $(113) $(3,309) $(1,671)
Year-end total assets $641,922
 $629,013
   $196,325
 $194,042
  
(1)
There were no material intersegment revenues.

Bank of America 2018 164


The table below presents noninterest income and the components thereto for 2018, 2017 and 2016 for each business segment, as well as All Otherincluding. For more information, see Note 1 – Summary of Significant Accounting Principles and Note 2 – Noninterest Income.
                  
Noninterest Income by Business Segment and All Other          
                  
 Total Corporation Consumer Banking Global Wealth &
Investment Management
(Dollars in millions)2018 2017 2016 2018 2017 2016 2018 2017 2016
Card income                 
Interchange fees$4,093
 $3,942
 $3,960
 $3,383
 $3,224
 $3,271
 $82
 $109
 $106
Other card income1,958
 1,960
 1,891
 1,906
 1,846
 1,664
 46
 44
 44
Total card income6,051
 5,902
 5,851
 5,289
 5,070
 4,935
 128
 153
 150
Service charges                 
Deposit-related fees6,667
 6,708
 6,545
 4,300
 4,266
 4,142
 73
 76
 74
Lending-related fees1,100
 1,110
 1,093
 
 
 
 
 
 
Total service charges7,767
 7,818
 7,638
 4,300
 4,266
 4,142
 73
 76
 74
Investment and brokerage services                 
Asset management fees10,189
 9,310
 8,328
 147
 133
 120
 10,042
 9,177
 8,208
Brokerage fees3,971
 4,526
 5,021
 172
 184
 200
 1,917
 2,217
 2,666
Total investment and brokerage services14,160
 13,836
 13,349
 319
 317
 320
 11,959
 11,394
 10,874
Investment banking income                 
Underwriting income2,722
 2,821
 2,585
 (1) 
 2
 335
 316
 225
Syndication fees1,347
 1,499
 1,388
 
 
 
 
 
 1
Financial advisory services1,258
 1,691
 1,268
 
 
 
 2
 2
 1
Total investment banking income5,327
 6,011
 5,241
 (1) 
 2
 337
 318
 227
Trading account profits8,540
 7,277
 6,902
 8
 3
 
 112
 144
 175
Other income1,970
 1,841
 3,624
 485
 558
 1,042
 435
 332
 391
Total noninterest income$43,815
 $42,685
 $42,605
 $10,400
 $10,214
 $10,441
 $13,044
 $12,417
 $11,891
                  
 Global Banking Global Markets 
All Other (1)
 2018 2017 2016 2018 2017 2016 2018 2017 2016
Card income                 
Interchange fees$533
 $506
 $483
 $95
 $94
 $79
 $
 $9
 $21
Other card income8
 12
 20
 (2) (2) (5) 
 60
 168
Total card income541
 518
 503
 93
 92
 74
 
 69
 189
Service charges                 
Deposit-related fees2,111
 2,197
 2,170
 161
 147
 143
 22
 22
 16
Lending-related fees916
 928
 924
 184
 182
 169
 
 
 
Total service charges3,027
 3,125
 3,094
 345
 329
 312
 22
 22
 16
Investment and brokerage services                 
Asset management fees
 
 
 
 
 
 
 
 
Brokerage fees94
 97
 74
 1,780
 2,049
 2,102
 8
 (21) (21)
Total investment and brokerage services94
 97
 74
 1,780
 2,049
 2,102
 8
 (21) (21)
Investment banking income                 
Underwriting income502
 511
 426
 2,084
 2,249
 2,100
 (198) (255) (168)
Syndication fees1,237
 1,403
 1,302
 109
 95
 85
 1
 1
 
Financial advisory services1,152
 1,557
 1,156
 103
 132
 111
 1
 
 
Total investment banking income2,891
 3,471
 2,884
 2,296
 2,476
 2,296
 (196) (254) (168)
Trading account profits260
 134
 133
 7,932
 6,710
 6,550
 228
 286
 44
Other income1,950
 2,150
 2,286
 446
 551
 199
 (1,346) (1,750) (294)
Total noninterest income$8,763
 $9,495
 $8,974
 $12,892
 $12,207
 $11,533
 $(1,284) $(1,648) $(234)
(1)
All Other includes eliminations of intercompany transactions.
The tables below present a reconciliationof the four business segments’ total revenue, net of interest expense, on an FTE basis, and net income to the Consolidated Statement of Income, and total assets to the Consolidated Balance Sheet.

185Bank of America 2017



            
Results of Business Segments and All Other           
            
At and for the year ended December 31
Total Corporation (1)
 Consumer Banking
(Dollars in millions)2017 2016 2015 2017 2016 2015
Net interest income (FTE basis)$45,592
 $41,996
 $39,847
 $24,307
 $21,290
 $20,428
Noninterest income42,685
 42,605
 44,007
 10,214
 10,441
 11,091
Total revenue, net of interest expense (FTE basis)88,277
 84,601
 83,854
 34,521
 31,731
 31,519
Provision for credit losses3,396
 3,597
 3,161
 3,525
 2,715
 2,346
Noninterest expense54,743
 55,083
 57,617
 17,787
 17,654
 18,710
Income before income taxes (FTE basis)30,138
 25,921
 23,076
 13,209
 11,362
 10,463
Income tax expense (FTE basis)11,906
 8,099
 7,166
 5,002
 4,190
 3,814
Net income$18,232
 $17,822
 $15,910
 $8,207
 $7,172
 $6,649
Period-end total assets$2,281,234
 $2,188,067
  
 $749,325
 $702,333
  
            
 Global Wealth &
Investment Management
 Global Banking
 2017 2016 2015 2017 2016 2015
Net interest income (FTE basis)$6,173
 $5,759
 $5,527
 $10,504
 $9,471
 $9,244
Noninterest income12,417
 11,891
 12,507
 9,495
 8,974
 8,377
Total revenue, net of interest expense (FTE basis)18,590
 17,650
 18,034
 19,999
 18,445
 17,621
Provision for credit losses56
 68
 51
 212
 883
 686
Noninterest expense13,564
 13,175
 13,938
 8,596
 8,486
 8,482
Income before income taxes (FTE basis)4,970
 4,407
 4,045
 11,191
 9,076
 8,453
Income tax expense (FTE basis)1,882
 1,632
 1,475
 4,238
 3,347
 3,114
Net income$3,088
 $2,775
 $2,570
 $6,953
 $5,729
 $5,339
Period-end total assets$284,321
 $298,931
  
 $424,533
 $408,330
  
            
 Global Markets All Other
 2017 2016 2015 2017 2016 2015
Net interest income (FTE basis)$3,744
 $4,558
 $4,191
 $864
 $918
 $457
Noninterest income (loss)12,207
 11,532
 10,822
 (1,648) (233) 1,210
Total revenue, net of interest expense (FTE basis)15,951
 16,090
 15,013
 (784) 685
 1,667
Provision for credit losses164
 31
 99
 (561) (100) (21)
Noninterest expense10,731
 10,169
 11,374
 4,065
 5,599
 5,113
Income (loss) before income taxes (FTE basis)5,056
 5,890
 3,540
 (4,288) (4,814) (3,425)
Income tax expense (benefit) (FTE basis)1,763
 2,072
 1,117
 (979) (3,142) (2,354)
Net income (loss)$3,293
 $3,818
 $2,423
 $(3,309) $(1,672) $(1,071)
Period-end total assets$629,007
 $566,060
   $194,048
 $212,413
  
       
Business Segment Reconciliations      
  2017 2016 2015
Segments’ total revenue, net of interest expense (FTE basis) $89,061
 $83,916
 $82,187
Adjustments (2):
    
  
ALM activities 312
 (300) (208)
Liquidating businesses and other (1,096) 985
 1,875
FTE basis adjustment (925) (900) (889)
Consolidated revenue, net of interest expense $87,352
 $83,701
 $82,965
Segments’ total net income 21,541
 19,494
 16,981
Adjustments, net-of-taxes (2):
    
  
ALM activities (355) (651) (694)
Liquidating businesses and other (2,954) (1,021) (377)
Consolidated net income $18,232
 $17,822
 $15,910
       
    December 31
    2017 2016
Segments’ total assets   $2,087,186
 $1,975,654
Adjustments (2):
    
  
ALM activities, including securities portfolio   625,488
 612,996
Liquidating businesses and other (3)
   89,008
 118,073
Elimination of segment asset allocations to match liabilities   (520,448) (518,656)
Consolidated total assets   $2,281,234
 $2,188,067
      
(Dollars in millions)2018 2017 2016
Segments’ total revenue, net of interest expense$92,568
 $89,061
 $83,916
Adjustments (1):
 
  
  
ALM activities588
 312
 (299)
Liquidating businesses, eliminations and other(1,299) (1,096) 984
FTE basis adjustment(610) (925) (900)
Consolidated revenue, net of interest expense$91,247
 $87,352
 $83,701
Segments’ total net income28,260
 21,541
 19,493
Adjustments, net-of-tax (1):
   
  
ALM activities(46) (355) (651)
Liquidating businesses, eliminations and other(67) (2,954) (1,020)
Consolidated net income$28,147
 $18,232
 $17,822
(1) 
There were no material intersegment revenues.
(2)
Adjustments include consolidated income, expense and asset amounts not specifically allocated to individual business segments.
(3)
At December 31, 2016, includes assets of the non-U.S. consumer credit card business which were included in assets of business held for sale on the Consolidated Balance Sheet.



165Bank of America 20171862018






      
 December 31
(Dollars in millions)  2018 2017
Segments’ total assets$2,158,182
 $2,087,192
Adjustments (1):
 
  
ALM activities, including securities portfolio670,057
 625,483
Elimination of segment asset allocations to match liabilities(540,801) (520,448)
Other67,069
 89,007
Consolidated total assets$2,354,507
 $2,281,234
(1)
Adjustments include consolidated income, expense and asset amounts not specifically allocated to individual business segments.

NOTE 24 Parent Company Information
The following tables present the Parent Company-only financial information. This financial information is presented in accordance with bank regulatory reporting requirements.
      
Condensed Statement of Income     
      
(Dollars in millions)2018 2017 2016
Income 
  
  
Dividends from subsidiaries: 
  
  
Bank holding companies and related subsidiaries$28,575
 $12,088
 $4,127
Nonbank companies and related subsidiaries91
 202
 77
Interest from subsidiaries8,425
 7,043
 2,996
Other income (loss)(1,025) 28
 111
Total income36,066
 19,361
 7,311
Expense 
  
  
Interest on borrowed funds from related subsidiaries235
 189
 969
Other interest expense6,425
 5,555
 5,096
Noninterest expense1,600
 1,672
 2,704
Total expense8,260
 7,416
 8,769
Income (loss) before income taxes and equity in undistributed earnings of subsidiaries27,806
 11,945
 (1,458)
Income tax expense (benefit)(281) 950
 (2,311)
Income before equity in undistributed earnings of subsidiaries28,087
 10,995
 853
Equity in undistributed earnings (losses) of subsidiaries: 
  
  
Bank holding companies and related subsidiaries306
 8,725
 16,817
Nonbank companies and related subsidiaries(246) (1,488) 152
Total equity in undistributed earnings of subsidiaries60
 7,237
 16,969
Net income$28,147
 $18,232
 $17,822
      
Condensed Statement of Income     
      
(Dollars in millions)2017 2016 2015
Income 
  
  
Dividends from subsidiaries: 
  
  
Bank holding companies and related subsidiaries$12,088
 $4,127
 $18,970
Nonbank companies and related subsidiaries202
 77
 53
Interest from subsidiaries7,043
 2,996
 2,004
Other income (loss)28
 111
 (623)
Total income19,361
 7,311
 20,404
Expense 
  
  
Interest on borrowed funds from related subsidiaries189
 969
 1,169
Other interest expense5,555
 5,096
 5,098
Noninterest expense1,672
 2,704
 4,631
Total expense7,416
 8,769
 10,898
Income (loss) before income taxes and equity in undistributed earnings of subsidiaries11,945
 (1,458) 9,506
Income tax expense (benefit)950
 (2,311) (3,532)
Income before equity in undistributed earnings of subsidiaries10,995
 853
 13,038
Equity in undistributed earnings (losses) of subsidiaries: 
  
  
Bank holding companies and related subsidiaries8,725
 16,817
 3,068
Nonbank companies and related subsidiaries(1,488) 152
 (196)
Total equity in undistributed earnings (losses) of subsidiaries7,237
 16,969
 2,872
Net income$18,232
 $17,822
 $15,910

      
Condensed Balance Sheet      
      
December 31December 31
(Dollars in millions)2017 20162018 2017
Assets 
  
 
  
Cash held at bank subsidiaries (1)
$4,747
 $20,248
$5,141
 $4,747
Securities596
 909
628
 596
Receivables from subsidiaries:      
Bank holding companies and related subsidiaries146,566
 117,072
152,905
 146,566
Banks and related subsidiaries146
 171
195
 146
Nonbank companies and related subsidiaries4,745
 26,500
969
 4,745
Investments in subsidiaries:      
Bank holding companies and related subsidiaries296,506
 287,416
293,045
 296,506
Nonbank companies and related subsidiaries5,225
 6,875
3,432
 5,225
Other assets14,554
 11,038
14,696
 14,554
Total assets (2)
$473,085
 $470,229
$471,011
 $473,085
Liabilities and shareholders’ equity 
  
 
  
Accrued expenses and other liabilities$10,286
 $14,284
$8,828
 $10,286
Payables to subsidiaries:      
Banks and related subsidiaries359
 352
349
 359
Bank holding companies and related subsidiaries1
 4,013
Nonbank companies and related subsidiaries9,340
 12,010
13,301
 9,341
Long-term debt185,953
 173,375
183,208
 185,953
Total liabilities205,939
 204,034
205,686
 205,939
Shareholders’ equity267,146
 266,195
265,325
 267,146
Total liabilities and shareholders’ equity$473,085
 $470,229
$471,011
 $473,085
(1) 
Balance includes third-party cash held of $389 million and $193 million and $342 million at December 31, 20172018 and 20162017.
(2)
During 2016, the Corporation entered into intercompany arrangements with certain key subsidiaries under which the Corporation transferred certain parent company assets to NB Holdings Corporation.


187Bank of America 20172018 166




      
Condensed Statement of Cash Flows     
      
(Dollars in millions)2018 2017 2016
Operating activities 
  
  
Net income$28,147
 $18,232
 $17,822
Reconciliation of net income to net cash used in operating activities: 
  
  
Equity in undistributed earnings of subsidiaries(60) (7,237) (16,969)
Other operating activities, net(3,706) (2,593) (2,860)
Net cash provided by (used in) operating activities24,381
 8,402
 (2,007)
Investing activities 
  
  
Net sales of securities51
 312
 
Net payments to subsidiaries(2,262) (7,087) (65,481)
Other investing activities, net48
 (1) (308)
Net cash used in investing activities(2,163) (6,776) (65,789)
Financing activities 
  
  
Net decrease in short-term borrowings
 
 (136)
Net increase (decrease) in other advances3,867
 (6,672) (44)
Proceeds from issuance of long-term debt30,708
 37,704
 27,363
Retirement of long-term debt(29,413) (29,645) (30,804)
Proceeds from issuance of preferred stock4,515
 
 2,947
Redemption of preferred stock(4,512) 
 
Common stock repurchased(20,094) (12,814) (5,112)
Cash dividends paid(6,895) (5,700) (4,194)
Net cash used in financing activities(21,824) (17,127) (9,980)
Net increase (decrease) in cash held at bank subsidiaries394
 (15,501) (77,776)
Cash held at bank subsidiaries at January 14,747
 20,248
 98,024
Cash held at bank subsidiaries at December 31$5,141
 $4,747
 $20,248
      
Condensed Statement of Cash Flows     
      
(Dollars in millions)2017 2016 2015
Operating activities 
  
  
Net income$18,232
 $17,822
 $15,910
Reconciliation of net income to net cash provided by (used in) operating activities: 
  
  
Equity in undistributed (earnings) losses of subsidiaries(7,237) (16,969) (2,872)
Other operating activities, net(2,593) (2,860) (2,583)
Net cash provided by (used in) operating activities8,402
 (2,007) 10,455
Investing activities 
  
  
Net sales of securities312
 
 15
Net payments to subsidiaries(7,087) (65,481) (7,944)
Other investing activities, net(1) (308) 70
Net cash used in investing activities(6,776) (65,789) (7,859)
Financing activities 
  
  
Net decrease in short-term borrowings
 (136) (221)
Net decrease in other advances(6,672) (44) (770)
Proceeds from issuance of long-term debt37,704
 27,363
 26,492
Retirement of long-term debt(29,645) (30,804) (27,393)
Proceeds from issuance of preferred stock
 2,947
 2,964
Common stock repurchased(12,814) (5,112) (2,374)
Cash dividends paid(5,700) (4,194) (3,574)
Net cash used in financing activities(17,127) (9,980) (4,876)
Net decrease in cash held at bank subsidiaries(15,501) (77,776) (2,280)
Cash held at bank subsidiaries at January 120,248
 98,024
 100,304
Cash held at bank subsidiaries at December 31$4,747
 $20,248
 $98,024

NOTE 25 Performance by Geographical Area
Since theThe Corporation’s operations are highly integrated certain asset, liability, incomewith operations in both U.S. and expense amounts must be allocated to arrive at total assets, total revenue, net of interest expense, income before income taxesnon-U.S. markets. The non-U.S. business activities are largely conducted in Europe, the Middle East and net income by geographic area.Africa and in Asia. The Corporation identifies its geographic performance based on the business unit structure used to manage the capital or expense deployed in the region as applicable. This requires certain judgments related to the allocation of revenue so that revenue can be appropriately matched with the related capital or expense deployed in the region. Certain asset, liability, income and expense amounts have been allocated to arrive at total assets, total revenue, net of interest expense, income before income taxes and net income by geographic area as presented below.
                
(Dollars in millions)  
Total Assets at Year End (1)
 
Total Revenue, Net of Interest Expense (2)
 Income Before Income Taxes Net Income  
Total Assets at Year End (1)
 
Total Revenue, Net of Interest Expense (2)
 Income Before Income Taxes Net Income
U.S. (3)
2017 $1,965,490
 $74,830
 $25,108
 $15,550
2018 $2,051,182
 $81,004
 $31,904
 $26,407
2016 1,901,043
 72,418
 22,282
 16,183
2017 1,965,490
 74,830
 25,108
 15,550
2015  
 72,117
 20,181
 14,711
2016   72,418
 22,282
 16,183
Asia2017 103,255
 3,405
 676
 464
2018 94,865
 3,507
 865
 520
2016 85,410
 3,365
 674
 488
2017 103,255
 3,405
 676
 464
2015  
 3,524
 726
 457
2016   3,365
 674
 488
Europe, Middle East and Africa2017 189,661
 7,907
 2,990
 1,926
2018 185,285
 5,632
 1,543
 1,126
2016 174,934
 6,608
 1,705
 925
2017 189,661
 7,907
 2,990
 1,926
2015   6,081
 938
 516
2016   6,608
 1,705
 925
Latin America and the Caribbean2017 22,828
 1,210
 439
 292
2018 23,175
 1,104
 272
 94
2016 26,680
 1,310
 360
 226
2017 22,828
 1,210
 439
 292
2015  
 1,243
 342
 226
2016   1,310
 360
 226
Total Non-U.S. 2017 315,744
 12,522
 4,105
 2,682
2018 303,325
 10,243
 2,680
 1,740
2016 287,024
 11,283
 2,739
 1,639
2017 315,744
 12,522
 4,105
 2,682
2015  
 10,848
 2,006
 1,199
2016   11,283
 2,739
 1,639
Total Consolidated2017 $2,281,234
 $87,352
 $29,213
 $18,232
2018 $2,354,507
 $91,247
 $34,584
 $28,147
2016 2,188,067
 83,701
 25,021
 17,822
2017 2,281,234
 87,352
 29,213
 18,232
2015  
 82,965
 22,187
 15,910
2016   83,701
 25,021
 17,822
(1) 
Total assets include long-lived assets, which are primarily located in the U.S.
(2) 
There were no material intercompany revenues between geographic regions for any of the periods presented.
(3) 
Substantially reflects the U.S.


167Bank of America 20171882018







Glossary
Alt-A Mortgage A type of U.S. mortgage that is considered riskier than A-paper, or “prime,” and less risky than “subprime,” the riskiest category. Typically, Alt-A mortgages are characterized by borrowers with less than full documentation, lower credit scores and higher LTVs.
Assets in Custody – Consist largely of custodial and non-discretionary trust assets excluding brokerage assets administered for clients.
Assets Under Management (AUM) – The total market value of assets under the investment advisory and/or discretion of GWIM which generate asset management fees based on a percentage of the assets’ market values. AUM reflects assets that are generally managed for institutional, high net worth and retail clients, and are distributed through various investment products including mutual funds, other commingled vehicles and separate accounts.
Banking Book – All on- and off-balance sheet financial instruments of the Corporation except for those positions that are held for trading purposes.
Client Brokerage and Other AssetsClientNon-discretionary client assets which are held in brokerage accounts.accounts or held for safekeeping.
Committed Credit Exposure– Any funded portion of a facility plus the unfunded portion of a facility on which the lender is legally bound to advance funds during a specified period under prescribed conditions.
Credit Derivatives – Contractual agreements that provide protection against a specified credit event on one or more referenced obligations.
Credit Valuation Adjustment (CVA) – A portfolio adjustment required to properly reflect the counterparty credit risk exposure as part of the fair value of derivative instruments.
Debit Valuation Adjustment (DVA)– A portfolio adjustment required to properly reflect the Corporation’s own credit risk exposure as part of the fair value of derivative instruments and/or structured liabilities.
Funding Valuation Adjustment (FVA)– A portfolio adjustment required to include funding costs on uncollateralized derivatives and derivatives where the Corporation is not permitted to use the collateral it receives.
Interest Rate Lock Commitment (IRLC)– Commitment with a loan applicant in which the loan terms are guaranteed for a designated period of time subject to credit approval.
Letter of Credit– A document issued on behalf of a customer to a third party promising to pay the third party upon presentation of specified documents. A letter of credit effectively substitutes the issuer’s credit for that of the customer.
Loan-to-value (LTV)– A commonly used credit quality metric. LTV is calculated as the outstanding carrying value of the loan divided by the estimated value of the property securing the loan.


 
Margin Receivable An extension of credit secured by eligible securities in certain brokerage accounts.
Matched Book – Repurchase and resale agreements or securities borrowed and loaned transactions where the overall asset and liability position is similar in size and/or maturity. Generally, these are entered into to accommodate customers where the Corporation earns the interest rate spread.
Mortgage Servicing Rights (MSR) – The right to service a mortgage loan when the underlying loan is sold or securitized. Servicing includes collections for principal, interest and escrow payments from borrowers and accounting for and remitting principal and interest payments to investors.
Net Interest Yield– Net interest income divided by average total interest-earning assets.
Nonperforming Loans and Leases– Includes loans and leases that have been placed on nonaccrual status, including nonaccruing loans whose contractual terms have been restructured in a manner that grants a concession to a borrower experiencing financial difficulties.
Operating Margin – Income before income taxes divided by total revenue, net of interest expense.
Prompt Corrective Action (PCA)– A framework established by the U.S. banking regulators requiring banks to maintain certain levels of regulatory capital ratios, comprised of five categories of capitalization: “well capitalized,” “adequately capitalized,” “undercapitalized,” “significantly undercapitalized” and “critically undercapitalized.” Insured depository institutions that fail to meet certain of these capital levels are subject to increasingly strict limits on their activities, including their ability to make capital distributions, pay management compensation, grow assets and take other actions.
Subprime Loans – Although a standard industry definition for subprime loans (including subprime mortgage loans) does not exist, the Corporation defines subprime loans as specific product offerings for higher risk borrowers.
Troubled Debt Restructurings (TDRs)– Loans whose contractual terms have been restructured in a manner that grants a concession to a borrower experiencing financial difficulties. Certain consumer loans for which a binding offer to restructure has been extended are also classified as TDRs.
Value-at-Risk (VaR)– VaR is a model that simulates the value of a portfolio under a range of hypothetical scenarios in order to generate a distribution of potential gains and losses. VaR represents the loss the portfolio is expected to experience with a given confidence level based on historical data. A VaR model is an effective tool in estimating ranges of potential gains and losses on our trading portfolios.





189Bank of America 20172018 168




Acronyms
ABSAsset-backed securities
AFSAvailable-for-sale
ALMAsset and liability management
AUMAssets under management
AVMAutomated valuation model
BANABank of America, National Association
BHCBank holding company
bpsbasis points
CCARComprehensive Capital Analysis and Review
CDOCollateralized debt obligation
CDSCredit default swap
CET1Common equity tier 1
CGACorporate General Auditor
CLOCollateralized loan obligation
CLTVCombined loan-to-value
CVACredit valuation adjustment
DIFDeposit Insurance Fund
DVADebit valuation adjustment
EADExposure at Defaultdefault
EPSEarnings per common share
ERCEnterprise Risk Committee
FASBEUFinancial Accounting Standards BoardEuropean Union
FCAFinancial Conduct Authority
FDICFederal Deposit Insurance Corporation
FHAFederal Housing Administration
FHLBFederal Home Loan Bank
FHLMCFreddie Mac
FICCFixed-income, currencies and commodities
FICOFair Isaac Corporation (credit score)
FLUsFront line units
FNMAFannie Mae
FTEFully taxable-equivalent
FVAFunding valuation adjustment
GAAPAccounting principles generally accepted in the United States of America
GDPRGeneral Data Protection Regulation
GLSGlobal Liquidity Sources
GM&CAGlobal Marketing and Corporate Affairs
GNMAGovernment National Mortgage Association
GSEGovernment-sponsored enterprise
G-SIBGlobal systemically important bank
GWIMGlobal Wealth & Investment Management
HELOCHome equity line of credit
HQLAHigh Quality Liquid Assets
HTMHeld-to-maturity
 
HTMHeld-to-maturity
ICAAPInternal Capital Adequacy Assessment Process
IMMIRMInternal models methodologyIndependent Risk Management
IRLCInterest rate lock commitment
IRMIndependent risk management
ISDAInternational Swaps and Derivatives Association, Inc.
LCRLiquidity Coverage Ratio
LGDLoss given default
LHFSLoans held-for-sale
LIBORLondon InterBank Offered Rate
LTVLoan-to-value
MBSMortgage-backed securities
MD&AManagement’s Discussion and Analysis of Financial Condition and Results of Operations
MLGWMMerrill Lynch Global Wealth Management
MLIMerrill Lynch International
MLPCCMerrill Lynch Professional Clearing Corp
MLPF&SMerrill Lynch, Pierce, Fenner & Smith Incorporated
MRCManagement Risk Committee
MSAMetropolitan Statistical Area
MSRMortgage servicing right
NSFRNet Stable Funding Ratio
OASOption-adjusted spread
OCCOffice of the Comptroller of the Currency
OCIOther comprehensive income
OREOOther real estate owned
OTCOver-the-counter
OTTIOther-than-temporary impairment
PCAPrompt Corrective Action
PCIPurchased credit-impaired
PPIPayment protection insurance
RMBSResidential mortgage-backed securities
RSURestricted stock unit
SBLCStandby letter of credit
SCCLSingle-counterparty credit limits
SECSecurities and Exchange Commission
SLRSupplementary leverage ratio
TDRTroubled debt restructurings
TLACTotal loss-absorbing capacity
TTFTime-to-required funding
VAU.S. Department of Veterans Affairs
VaRValue-at-Risk
VIEVariable interest entity




169Bank of America 20171902018







Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosure
None
Item 9A. Controls and Procedures
Disclosure Controls and Procedures
As of the end of the period covered by this report and pursuant to Rule 13a-15 of the Securities Exchange Act of 1934, as amended (Exchange Act), Bank of America’s management, including the Chief Executive Officer and Chief Financial Officer, conducted an evaluation of the effectiveness and design of our disclosure controls and procedures (as that term is defined in Rule 13a-15(e) of the Exchange Act). Based upon that evaluation, Bank of America’s Chief Executive Officer and Chief Financial Officer concluded that
Bank of America’s disclosure controls and procedures were effective, as of the end of the period covered by this report, in recording, processing, summarizing and reporting information required to be disclosed by the Corporation in reports that it files or submits under the Exchange Act, within the time periods specified in the Securities and Exchange Commission’s rules and forms.

report.


 
Report of Management on Internal Control Over Financial Reporting
The Report of Management on Internal Control over Financial Reporting is set forth on page 9686 and incorporated herein by reference. The Report of Independent Registered Public Accounting Firm with respect to the Corporation’s internal control over financial reporting is set forth on page 9787 and incorporated herein by reference.
Changes in Internal Control Over Financial Reporting
There have been no changes in our internal control over financial reporting (as defined in Rule 13a-15(f) of the Exchange Act) during the quarter ended December 31, 2017,2018, that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.
Item 9B. Other Information
None




191Bank of America 20172018 170




Part III
Bank of America Corporation and Subsidiaries
Item 10. Directors, Executive Officers and Corporate Governance
Executive Officers of The Registrant
The name, age, position and office, and business experience during the last five years of our current executive officers are:
Dean C. Athanasia (51)(52)President, Retail and Preferred & Small Business Bankingsince December2018; President, Preferred & Small Business Banking, and Co-Head --- Consumer Banking sincefrom September 2014;2014 to December 2018; and Preferred and Small Business Banking Executive from April 2011 to September 2014.
Catherine P. Bessant (57)(58) Chief Operations and Technology Officer since July 2015; and Global Technology & Operations Executive from January 2010 to July 2015.
Sheri Bronstein (50) Chief Human Resources Officer since July 2015; and HR Executive for Global Banking & Markets from March 2010 to July 2015.
Paul M. Donofrio (57)(58) Chief Financial Officer since August 2015; Strategic Finance Executive from April 2015 to August 2015; and Global Head of Corporate Credit and Transaction Banking from January 2012 to April 2015.
Geoffrey S. Greener (53)(54) Chief Risk Officersince April 2014; and Head of Enterprise Capital Management from April 2011 to April 2014.
Terrence P. Laughlin (63) Vice Chairman, Global Wealth & Investment Management Kathleen A. Knox (55) President, U.S. Trustsince January 2016; Vice ChairmanNovember 2017; Head of Business Banking from July 2015 to January 2016; President of Strategic Initiatives from AprilOctober 2014 to July 2015;November 2017; and Chief Risk OfficerRetail Banking & Distribution Executive from AugustJune 2011 to AprilOctober 2014.
David G. Leitch (57)(58) Global General Counsel since January 2016; and General Counsel of Ford Motor Company from April 2005 to December 2015.
Thomas K. Montag (61)(62) Chief Operating Officersince September 2014; and Co-Chief Operating OfficerfromSeptember2011to September 2014.
 
Brian T. Moynihan (58)(59) Chairman of the Boardsince October 2014, and President, and Chief Executive Officer and member of the Board of Directors since January 2010.
Thong M. Nguyen (59)(60)Vice Chairman, Bank of America since December 2018; President, Retail Banking and Co-Head -- Consumer Banking since from September 2014;2014 to December 2018; Retail Banking Executive from April 2014 to September 2014; and Retail Strategy, and Operations & Digital Banking Executive from September 2012 to April 2014.
Andrew M. Sieg (51) President, Merrill Lynch Wealth Management since January 2017; and Head of Global Wealth & Retirement Solutions from October 2011 to January 2017.
Andrea B. Smith (51)(52) Chief Administrative Officer since July 2015; and Global Head of Human Resources from January 2010 to July 2015.
Information included under the following captions in the Corporation’s proxy statement relating to its 20182019 annual meeting of stockholders scheduled to be held on April 25, 2018 (the 20182019 Proxy Statement), is incorporated herein by reference:
“Proposal 1: Electing Directors – Our Director Nominees;”
“Corporate Governance – Additional Corporate Governance Information;”
“Corporate Governance – Board Meetings, Committee Membership, and Attendance;” and
“Section 16(a) Beneficial Ownership Reporting Compliance.”
Item 11. Executive Compensation
Information included under the following captions in the 20182019 Proxy Statement is incorporated herein by reference:
“Compensation Discussion and Analysis;”
“Compensation and Benefits Committee Report;”
“Executive Compensation;”
“Corporate Governance;” and
“Director Compensation.”




171Bank of America 20171922018







Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters
Information included under the following caption in the 20182019 Proxy Statement is incorporated herein by reference:
“Stock Ownership of Directors, Executive Officers, and Certain Beneficial Owners.”
The table below presents information on equity compensation plans at December 31, 2017:2018:
          
Plan Category (1)
Number of Shares to
be Issued Under
Outstanding Options
and Rights
 
Weighted-average
Exercise Price of
Outstanding
Options (2)
 
Number of Shares Remaining for Future Issuance Under Equity Compensation Plans (3)
(a) Number of Shares to
be Issued Under
Outstanding Options, Warrants and Rights
(2)
 
(b) Weighted-average Exercise Price of Outstanding Options, Warrants and Rights (3)
 
(c) Number of Shares Remaining for Future Issuance Under Equity Compensation Plans (excluding securities reflected in column (a)) (4)
Plans approved by shareholders (4)
190,865,153
 $42.70
 288,515,217
165,953,835
 
 239,064,952
Plans not approved by shareholders
 
 

 
 
Total190,865,153
 $42.70
 288,515,217
165,953,835
 
 239,064,952
(1) 
This table does not include outstanding options to purchase 5,610,830 shares of the Corporation’s common873,557 vested restricted stock units and stock option gain deferrals at December 31, 2018 that were assumed by the Corporation in connection with prior acquisitions under whose plans the optionsawards were originally granted. The weighted-average exercise price of these assumed options was $44.89 at December 31, 2017. Also, at December 31, 2017, there were 984,443 vested restricted stock units and stock option gain deferrals associated with these plans.
(2) 
Does not reflectConsists of outstanding restricted stock units included in the first column, which do not have an exercise price.units.
(3) 
Plans approved by shareholders include 288,394,387Restricted stock units do not have an exercise price and are delivered without any payment or consideration.
(4)
Includes 239,005,498 shares of common stock available for future issuance under the Bank of America Corporation Key Employee Equity Plan and 120,83059,454 shares of common stock which are available for future issuance under the Corporations DirectorBank of America Corporation Directors’ Stock Plan.
(4)
Includes 179,887,809 outstanding restricted As of January 1, 2019, grants of stock units.awards to the Corporation’s non-employee directors will be made under the Bank of America Corporation Key Employee Equity Plan.
Item 13. Certain Relationships and Related Transactions, and Director Independence
Information included under the following captions in the 20182019 Proxy Statement is incorporated herein by reference:
“Related Person and Certain Other Transactions;” and
“Corporate Governance – Director Independence.”


 
Item 14.Principal Accounting Fees and Services
Information included under the following caption in the 20182019 Proxy Statement is incorporated herein by reference:
“Proposal 3: Ratifying the Appointment of our Independent Registered Public Accounting Firm for 2018.2019.




193Bank of America 20172018 172




Part IV
Bank of America Corporation and Subsidiaries
Item 15. Exhibits, Financial Statement Schedules
The following documents are filed as part of this report:
(1) Financial Statements:
Report of Independent Registered Public Accounting Firm
Consolidated Statement of Income for the years ended December 31, 2018, 20172016 and 20152016
Consolidated Statement of Comprehensive Income for the years ended December 31, 2018, 20172016 and 20152016
Consolidated Balance Sheet at December 31, 20172018 and 20162017
Consolidated Statement of Changes in Shareholders’ Equity for the years ended December 31, 2018, 20172016 and 20152016
Consolidated Statement of Cash Flows for the years ended December 31, 2018, 20172016 and 20152016
Notes to Consolidated Financial Statements
(2) Schedules:
None
(3) Index to Exhibits
With the exception of the information expressly incorporated herein by reference, the 20182019 Proxy Statement shall not be deemed filed as part of this Annual Report on Form 10-K.
   Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
3(a) 10-Q3(a)5/2/167/30/181-6523
(b) 8-K3.13/20/151-6523
4(a) S-34.12/1/9533-57533
  8-K4.311/18/981-6523
  8-K4.46/14/011-6523
  8-K4.28/27/041-6523
  S-34.65/5/06333-133852
  8-K4.112/5/081-6523
  10-K4(ee)2/25/111-6523
  8-K4.11/13/171-6523
  10-K4(a)2/23/171-6523
(b) S-34.26/28/96333-07229
(c) 10-K4(aaa)2/28/071-6523
(d) S-34.125/1/15333-202354
(e) S-34.135/1/15333-202354
(f) S-34.145/1/15333-202354
(g) 8-K4.21/13/171-6523
(h) 8-K4.31/13/171-6523
(i) S-34.52/1/9533-57533
  8-K4.811/18/981-6523
  S-44.33/1/07333-141361
  10-K4(ff)2/25/111-6523







   Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
  10-K4(i)2/23/171-6523
(j)

 S-34.36/27/18333-224523
(k) S-34.46/27/18333-224523
(l) S-34.56/27/18333-224523
(m) S-34.66/27/18333-224523
(n) S-34.76/27/18333-224523
 Registrant and its subsidiaries have other long-term debt agreements, but these are omitted pursuant to Item 601(b)(4)(iii) of Regulation S-K. Copies of these agreements will be furnished to the Commission on request     
10(a)

110-K10(c)2/27/091-6523
 110-K10(c)2/26/101-6523
 110-K10(c)2/25/111-6523
 110-K10(a)2/28/131-6523
(b)NationsBank Corporation Benefit Security Trust dated as of June 27, 1990110-K10(t)3/27/911-6523
 •First Supplement thereto dated as of November 30, 1992110-K10(v)3/24/931-6523
 110-K10(o)3/29/961-6523
(c)110-K10(c)2/25/151-6523
(d)110-K10(g)3/3/031-6523
 110-K10(d)2/28/131-6523
(e)110-K10(g)2/28/071-6523
(f)1, 2    
(g)18-K10.212/14/051-6523
 110-K10(h)3/1/051-6523
 110-Q10(a)8/4/111-6523
(h)18-K10.25/3/101-6523
 110-K10(i)2/26/101-6523
 110-Q10(a)5/5/131-6523
 110-Q10(a)5/1/141-6523
 18-K10.25/7/151-6523
 110-Q10(a)5/2/161-6523
 110-Q10(b)5/2/161-6523
 110-Q10(c)5/2/161-6523
 

110-Q10(a)5/2/171-6523
 

110-Q10(b)5/2/171-6523
 110-Q104/30/181-6523
 1,2    
(i)110-K10(v)3/1/041-6523
(j)110-K10(r)3/1/051-6523
(k)110-K10(u)3/1/051-6523
(l)110-K10(v)3/1/051-6523
(m)110-K10(p)2/26/101-6523

  
Bank of America 20171942018 174



 Incorporated by Reference Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.DescriptionNotesFormExhibitFiling DateFile No.
Registrant and its subsidiaries have other long-term debt agreements, but these are omitted pursuant to Item 601(b)(4)(iii) of Regulation S-K. Copies of these agreements will be furnished to the Commission on request 110-K10(c)2/25/111-6523
10(a)

110-K10(c)2/27/091-6523
110-K10(c)2/26/101-6523110-K10(l)2/28/131-6523
110-K10(c)2/25/111-6523
110-K10(a)2/28/131-6523
(n)110-K10(x)3/1/051-6523
(o)110-K10(y)3/1/051-6523
(p)110-K10(z)3/1/051-6523
(b)(q)NationsBank Corporation Benefit Security Trust dated as of June 27, 1990110-K10(t)3/27/911-6523110-K10(aa)3/1/051-6523
•First Supplement thereto dated as of November 30, 1992110-K10(v)3/24/931-6523
110-K10(o)3/29/961-6523
(r)110-K10(cc)3/1/051-6523
(s)110-K10(hh)3/1/051-6523
(c)(t)110-K10(c)2/25/151-6523110-K10(ii)3/1/051-6523
(d)(u)110-K10(d)2/28/131-6523110-K10(jj)3/1/051-6523
(e)(v)110-K10(g)2/28/071-6523110-K10(ll)3/1/051-6523
(f)(w)18-K10.212/14/051-6523110-K10(oo)3/1/051-6523
110-K10(h)3/1/051-6523
110-Q10(a)8/4/111-6523
(x)1S-410(d)12/4/03333-110924
(y)18-K10.110/26/051-6523
(g)(z)18-K10.25/3/101-652318-K10.210/26/051-6523
110-K10(i)2/28/081-6523
110-K10(i)2/26/101-6523
110-K10(i)2/25/111-6523
110-Q10(a)5/5/131-6523
110-Q10(a)5/1/141-6523
18-K10.25/7/151-6523
110-Q10(a)5/2/161-6523
110-Q10(b)5/2/161-6523
110-Q10(c)5/2/161-6523

110-Q10(a)5/2/171-6523

110-Q10(b)5/2/171-6523
(h)110-K10(v)3/1/041-6523
(i)110-K10(r)3/1/051-6523
(j)110-K10(u)3/1/051-6523
(k)110-K10(v)3/1/051-6523
(l)110-K10(p)2/26/101-6523
110-K10(c)2/25/111-6523
110-K10(l)2/28/131-6523
(m)110-K10(x)3/1/051-6523
(n)110-K10(y)3/1/051-6523
(o)110-K10(z)3/1/051-6523
(p)110-K10(aa)3/1/051-6523
(q)110-K10(cc)3/1/051-6523
(r)110-K10(hh)3/1/051-6523
(s)110-K10(ii)3/1/051-6523
(aa)110-K10(zz)2/26/101-6523
(bb)110-K10(aaa)2/26/101-6523
(cc)110-K10(bbb)2/26/101-6523
(dd)110-K10(jjj)2/25/111-6523
(ee) 8-K1.18/25/111-6523
(ff)110-Q107/29/151-6523
(gg)110-K10(vv)2/24/161-6523
(hh)110-K10(uu)2/24/161-6523
(ii)110-Q108/1/161-6523
(jj) 10-K10(rr)2/23/171-6523
(kk)110-Q107/31/171-6523
(ll)110-Q107/30/181-6523
(mm)1,2 
212 
232 
242 
31(a)2 
(b)2 
32(a)2 
(b)2 


195175Bank of America 20172018

  







   Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
(t)110-K10(jj)3/1/051-6523
(u)110-K10(ll)3/1/051-6523
(v)110-K10(oo)3/1/051-6523
(w)1S-410(d)12/4/03333-110924
(x)18-K10.110/26/051-6523
(y)18-K10.210/26/051-6523
(z)110-K10(zz)2/26/101-6523
(aa)110-K10(aaa)2/26/101-6523
(bb)110-K10(bbb)2/26/101-6523
(cc) 8-A4.23/4/101-6523
(dd) 8-A4.23/4/101-6523
(ee)110-K10(jjj)2/25/111-6523
(ff) 8-K1.18/25/111-6523
(gg)110-Q107/29/151-6523
(hh)110-K10(vv)2/24/161-6523
(ii)110-K10(uu)2/24/161-6523
(jj)110-Q108/1/161-6523
(kk) 10-K10(rr)2/23/171-6523
(ll)110-Q107/31/171-6523
122    
 2    
182    
212    
232    
242    
31(a)2    
(b)2    
32(a)2    
(b)2    
101.INSXBRL Instance Document2    
101.SCHXBRL Taxonomy Extension Schema Document2    
101.CALXBRL Taxonomy Extension Calculation Linkbase Document2    
101.LABXBRL Taxonomy Extension Label Linkbase Document2    
101.PREXBRL Taxonomy Extension Presentation Linkbase Document2    
101.DEFXBRL Taxonomy Extension Definitions Linkbase Document2    
Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
101.INSXBRL Instance Document3
101.SCHXBRL Taxonomy Extension Schema Document2
101.CALXBRL Taxonomy Extension Calculation Linkbase Document2
101.LABXBRL Taxonomy Extension Label Linkbase Document2
101.PREXBRL Taxonomy Extension Presentation Linkbase Document2
101.DEFXBRL Taxonomy Extension Definitions Linkbase Document2
(1) Exhibit is a management contract or compensatory plan or arrangement.
(2) Filed Herewith.

(3) The instance document does not appear in the interactive data file because its XBRL tags are embedded within the inline XBRL document.




  
Bank of America 20171962018 176





Item 16. Form 10-K Summary
Not applicable.
Signatures
Pursuant to the requirements of Section 13 of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.
Date: February 22, 201826, 2019
Bank of America Corporation
  
By: 
/s/ Brian T. Moynihan
 
Brian T. Moynihan
 Chief Executive Officer
Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the registrant and in the capacities and on the dates indicated.
 Signature Title Date
      
 
/s/ Brian T. Moynihan
 
Chief Executive Officer, Chairman and Director
(Principal Executive Officer)
 February 22, 201826, 2019
 
Brian T. Moynihan
  
      
 */s/ Paul M. Donofrio 
Chief Financial Officer
(Principal Financial Officer)
 February 22, 201826, 2019
 Paul M. Donofrio  
      
 */s/ Rudolf A. Bless 
Chief Accounting Officer
(Principal Accounting Officer)
 February 22, 201826, 2019
 Rudolf A. Bless  
      
 */s/ Sharon L. Allen Director February 22, 201826, 2019
 Sharon L. Allen  
      
 */s/ Susan S. Bies Director February 22, 201826, 2019
 Susan S. Bies  
      
 */s/ Jack O. Bovender, Jr. Director February 22, 201826, 2019
 Jack O. Bovender, Jr.  
      
 
*/s/ Frank P. Bramble, Sr.
 Director February 22, 201826, 2019
 
Frank P. Bramble, Sr.
  
      
 */s/ Pierre de Weck Director February 22, 201826, 2019
 Pierre de Weck  
      
 */s/ Arnold W. Donald Director February 22, 201826, 2019
 Arnold W. Donald  
      
 
*/s/ Linda P. Hudson
 Director February 22, 201826, 2019
 
Linda P. Hudson
  
      
 */s/ Monica C. Lozano Director February 22, 201826, 2019
 Monica C. Lozano  


197177Bank of America 20172018

  







 Signature Title Date
      
      
 */s/ Thomas J. May Director February 22, 201826, 2019
 Thomas J. May  
      
 */s/ Lionel L. Nowell, III Director February 22, 201826, 2019
 Lionel L. Nowell, III
*/s/ Clayton S. RoseDirectorFebruary 26, 2019
Clayton S. Rose  
      
 */s/ Michael D. White Director February 22, 201826, 2019
 Michael D. White  
      
 */s/ Thomas D. Woods Director February 22, 201826, 2019
 Thomas D. Woods  
      
 */s/ R. David Yost Director February 22, 201826, 2019
 R. David Yost  
      
 
*/s/ Maria T. Zuber
 Director February 22, 201826, 2019
 
Maria T. Zuber
  
      
*By/s/ Ross E. Jeffries, Jr.    
 
Ross E. Jeffries, Jr.
Attorney-in-Fact
    




  
Bank of America 20171982018 178