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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549
FORM 10-K
(Mark One)
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES
EXCHANGE ACT OF 1934
For the Fiscal Year Ended December 31, 20212023

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 classTrading Symbol(s)Name of each exchange on which registered
Common Stock, par value $0.01 per shareBACNew York Stock Exchange
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrENew York Stock Exchange
 of Floating Rate Non-Cumulative Preferred Stock, Series E
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrBNew York Stock Exchange
 of 6.000% Non-Cumulative Preferred Stock, Series GG
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrKNew York Stock Exchange
 of 5.875% Non-Cumulative Preferred Stock, Series HH
7.25% Non-Cumulative Perpetual Convertible Preferred Stock, Series LBAC PrLNew York Stock Exchange
Depositary Shares, each representing a 1/1,200th interest in a shareBML PrGNew York Stock Exchange
of Bank of America Corporation Floating Rate
Non-Cumulative Preferred Stock, Series 1




Title of each classTrading Symbol(s)Name of each exchange on which registered
Depositary Shares, each representing a 1/1,200th interest in a shareBML PrHNew York Stock Exchange
 of Bank of America Corporation Floating Rate
Non-Cumulative Preferred Stock, Series 2
Depositary Shares, each representing a 1/1,200th interest in a shareBML PrJNew York Stock Exchange
 of Bank of America Corporation Floating Rate
Non-Cumulative Preferred Stock, Series 4
Depositary Shares, each representing a 1/1,200th interest in a shareBML PrLNew York Stock Exchange
 of Bank of America Corporation Floating Rate
Non-Cumulative Preferred Stock, Series 5
Floating Rate Preferred Hybrid Income Term Securities of BAC CapitalBAC/PFNew York Stock Exchange
 Trust XIII (and the guarantee related thereto)
5.63% Fixed to Floating Rate Preferred Hybrid Income Term SecuritiesBAC/PGNew York Stock Exchange
 of BAC Capital Trust XIV (and the guarantee related thereto)
Income Capital Obligation Notes initially due December 15, 2066 ofMER PrKNew York Stock Exchange
Bank of America Corporation
Senior Medium-Term Notes, Series A, Step Up Callable Notes, dueBAC/31BNew York Stock Exchange
 November 28, 2031 of BofA Finance LLC (and the guarantee
of the Registrant with respect thereto)
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrMNew York Stock Exchange
 of 5.375% Non-Cumulative Preferred Stock, Series KK
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrNNew York Stock Exchange
of 5.000% Non-Cumulative Preferred Stock, Series LL
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrONew York Stock Exchange
of 4.375% Non-Cumulative Preferred Stock, Series NN
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrPNew York Stock Exchange
of 4.125% Non-Cumulative Preferred Stock, Series PP
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrQNew York Stock Exchange
of 4.250% Non-Cumulative Preferred Stock, Series QQ
Depositary Shares, each representing a 1/1,000th interest in a shareBAC PrSNew York Stock Exchange
of 4.750% Non-Cumulative Preferred Stock, Series SS

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  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 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
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted 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 such files).  Yes  No
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.
Large accelerated filerAccelerated filerNon-accelerated filerSmaller reporting company
                                            Emerging growth 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.
Indicate by check mark whether the registrant has filed a report on and attestation to its management's assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report.  
If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error to previously issued financial statements.
Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant’s executive officers during the relevant recovery period pursuant to §240.10D-1(b).
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). Yes  No 
As of June 30, 2021,2023, the aggregate market value of the registrant’s common stock (“Common Stock”)(Common Stock) held by non-affiliates was approximately $349,925,254,902.$228,187,725,798. At February 18, 2022,16, 2024, there were 8,069,801,3017,872,657,542 shares of Common Stock outstanding.
Documents incorporated by reference: Portions of the definitive proxy statement relating to the registrant’s 20222024 annual meeting of shareholders are incorporated by reference in this Form 10-K in response to Items 10, 11, 12, 13 and 14 of Part III.




Table of Contents
Bank of America Corporation and Subsidiaries
 Page
  
Item 9C.
  
  

1 Bank of America


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, “Bank of America,” “the Corporation,” “we,” “us” and “our” 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:https://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, including environmental, social and governance (ESG) information, regarding the Corporation on our website. Investors should monitor our website, including the Investor Relations portion of our website, in addition to our press releases, U.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 Securities Exchange Act of 1934 (Exchange Act) are available on the Investor Relations portion of our website as soon as reasonably practicable after we electronically file such reports with, or furnish them to, the SEC and at the SEC’s website, www.sec.gov. Notwithstanding the foregoing, the information contained on our website as referenced in this paragraph, or otherwise in this Annual Report on Form 10-K, 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: (i) our Code of Conduct; (ii) our Corporate Governance Guidelines; and (iii) the charter of each active committee of our Board of Directors (the Board). Our Code of Conduct constitutes a “code of ethics” and a “code of business conduct and ethics” that applies to the required individuals associated with the Corporation for purposes of the respective rules of the SEC and the New York Stock Exchange. We also intend to disclose any amendments to our Code of Conduct and waivers of our Code of Conduct required to be disclosed by the rules of the SEC and the New York Stock Exchange 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, Bank of America Corporate Center, 100 North Tryon Street, NC1-007-56-06, Charlotte, North Carolina 28255.

Segments
Through our various bank and 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 3634 through 4643 of Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations (MD&A) and Note 23 – Business Segment Information to the 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.companies, including merchant banks and companies providing nonbank financial services. We compete with some of these competitors globally and with others on a regional or product-specific basis. We are increasingly competing with firms offering products solely over the internet and with nonfinancial companies, including firms utilizing emerging technologies, such as digital assets, rather than, or in addition to, traditional banking products.
Competition is based on a number of factors including, among others, customer service and convenience, the pricing, quality and range of products and services offered, technology, price, fees, reputation, interest rates on loans and deposits, lending limits, customer conveniencethe quality and delivery of our technology and our reputation, experience and relationships in relevant markets. Our ability to continue to compete effectively also depends in large part on our ability to attract new employees and develop, retain and motivate our existing employees, while managing compensation and other costs.
Human Capital Resources
We strive to make Bank of America a great place to work for our employees. We value our employees and seek to establish and maintain human resource policies that are consistent with our core values and that help to realize the power of our people. Our Board and its Compensation and Human Capital Committee provide oversight of our human capital management strategies, programs, initiatives and practices. The Corporation’s senior management provides regular briefings on human capital matters to the Board and its Committees to facilitate the Board’s oversight.
At December 31, 20212023 and 2020,2022, the Corporation employed approximately 208,000213,000 and 213,000217,000 employees, of which 8078 percent and 8279 percent were located in the U.S., respectively. None of our U.S. employees are subject to a collective bargaining agreement. Additionally, in 20212023 and 2020,2022, the Corporation’s compensation and benefits expense was $36.1$38.3 billion and $32.7$36.4 billion, or 6158 percent and 59 percent, of total noninterest expense.

Bank of America 2


Diversity and Inclusion
The Corporation’s commitment to diversity and inclusion starts at the top with oversight from our Board and CEO.Chief Executive Officer (CEO). The Corporation’s senior management sets the diversity and inclusion goals, and the Chief Human Resources Officer and Chief Diversity & Inclusion Officer partner with our CEO and senior management to drive our diversity and inclusion strategy, programs, initiatives and policies. TheOur Global Diversity and Inclusion Council, which has been in place for over 20 years, is chaired by our CEO and consists of senior executives from every line of business and region, is chaired by our CEO and has
Bank of America 2


been in place for over 20 years.region. The Council sponsors and supports business, operating unit and regional diversity and inclusion councils to ensure alignment with enterprisealign diversity and inclusion strategies and goals.aspirational goals across the enterprise.
Our practices and policies have resulted in strong representation across the Corporation where our broad employee population mirrors the clients and communities we serve. We have aOur Board and senior management team that are 5062 percent and 55 percent racially, ethnically and gender diverse. As of December 31, 2021, ofThe following table presents diversity metrics for our global employees who self-identified 50 percent of employees wereas women and amongour U.S.-based employees who self-identified 49 percent wereas people of color, including 13 percentthose who wereself-identified as Asian, 14 percent who were Black/African American and 19 percent who were Hispanic/Latino. As of December 31, 2021, the Corporation’s top three management levels in relation to the CEO were composed of more than 42 percent women globally and 24 percent people of color in the U.S., including eight percent who were Asian, nine percent who were Black/African American and six percent who were Hispanic/Latino. Additionally, as of December 31, 2021, the Corporation’s managers at all levels were composed of 42 percent women globally and 41 percent people of color in the U.S., including 13 percent who were Asian, 10 percent who were Black/African American and 16 percent who were Hispanic/Latino. These workforce diversity metrics are reported regularly to the senior management team and to the Board.
Diversity Metrics as of December 31, 2023
Total EmployeesTop Three Management LevelsManagers at All Levels
Global employees
Women50 %41 %42 %
U.S.-based employees
  People of color51 27 43 
Asian14 11 14 
    Black/African American15 10 
Hispanic/Latino19 16 
We invest in our talent by offering a range of development programs and resources that are designed to allow all employees to develop and progress in their careers. We reinforce our commitment to diversity and inclusion by investing internally in our employee networks and by facilitating voluntary enterprise-wide learning and conversations about various diversity and inclusion topics and issues. Further,topics. In addition, we partner with various external organizations, which focus on advancing diverse talent. We also have practices in place for attracting and retaining diverse talent, including campus recruitment. For example, in 2021, 462023, 44 percent of our global campus hires were women and, in the U.S., 5362 percent were people of color.
Employee Engagement and Talent Retention
As part of our ongoing efforts to make the Corporation a great place to work, we have conductedconduct a confidential annual Employee Engagement Survey (Survey) and have done so for nearly two decades. The Survey results are reviewed by the Board and senior management and used to assist in reviewing the Corporation’s human capital strategies, programs, initiatives and practices. In 2021, 892023, 88 percent of the Corporation’s employees participated in the Survey, and our Employee Engagement Index, an overall measure of employee satisfaction with the Corporation, was 8887 percent. Our turnover among employees was 12eight percent in 20212023 and seven13 percent in 2020. Our pre-pandemic levels of turnover in 2019 and 2018 were 11 percent and 12 percent.2022.
Additionally, the Corporation provides a variety of resources to help employees grow in their current roles and build new skills, including resources to help employees find new opportunities, re-skill and seek leadership positions. The learning and development strategy is grounded in the
development of horizontal skills delivered throughout the organization. Senior leaders, managers and teammates are onboarded and build both horizontal skills, as well asand role-specific skills, to help drive high performance. This approach also facilitateshelps facilitate internal mobility and promotion of talent to build a bench of qualified managers and leaders. In 2021,2023, more than 26,0005,000 employees found new roles within the Corporation, and we
delivered more than 10approximately 6.7 million hours of training and development to our teammates through the Corporation’s training academy.Bank of America Academy. Additionally, our Board oversees CEO and senior management succession planning, which is formally reviewed at least annually.
Fair and Equitable Compensation
Our compensation philosophy is to pay for performance over the long term, as well as on an annual basis. Our performance considerations encompass both financial and nonfinancial measures, including the manner in which results are achieved. These considerations are designed to reinforce and promote our Responsible Growth strategy and maintain alignment with our Risk Framework.
The Corporation is committed to racial and gender pay equity by strivingand strives to compensate all of our employees fairly and equitably. We maintain robust policies and practices that reinforce our commitment, including reviews conducted by a third-party consultant with oversight from our Board and senior management. In 2021,2023, our review covered our regional hubs (U.S., U.K., France, Ireland, Hong Kong and Singapore) and India and showed that compensation received by women globally, on average, was greater than 99 percent of that received by men in comparable positions and, inpositions. In the U.S., compensation received by people of color was, on average, greater than 99 percent of that received by teammates who are not people of color in comparable positions.
We also strive to pay our employees fairly based on market rates for their roles, experience and how they perform. We regularly benchmark against other companies both within and outside our industry to help ensureconfirm our pay is competitive. In 2021, the fourth quarter of 2021, we raised ourCorporation announced it would increase its minimum hourly wage for U.S. employees to $21 per hour, which is above all governmental minimum wage levels in all jurisdictions in which we operate in the U.S., and announced plans to increase to $25 per hour by 2025. In October 2023, as a next step towards that goal, the Corporation increased its hourly minimum wage for U.S. employees to $23 per hour. In addition, in January 2024, for the seventh year since 2017, we announced that we recognized our teammates with Sharing Success compensation awards for their efforts during 2023. Approximately 97 percent of employees globally will receive an award in the first quarter of 2024.
Health and Wellness – 20212023 Focus
The Corporation is also is committed to supporting employees’providing employees with access to leading benefits and programs that help promote their physical, emotional and financial wellness by offering flexiblewellness. Investments we make in our teammates are designed to help them thrive, both at work and competitive benefits, including comprehensive healthat home, enabling them to better deliver for our clients, communities and insurance benefits and wellness resources. In 2021, we continued efforts to support our employees through the ongoing health crisis resulting from the Coronavirus Disease 2019 (COVID-19) pandemic (the pandemic). We continued to monitor guidance from the U.S. Centers for Disease Control and Prevention, medical boards and health authorities and prioritized sharing such guidance with our teammates. Other benefits and resources related to the pandemic included offering no-cost COVID-19 testing, paid time off to allow teammates to get vaccinated for COVID-19, providing teammates with incentives for getting the vaccine and booster, hosting a medical expert education series and providing on-site COVID-19 vaccine and booster clinics.each other.
We continued our efforts around providingto provide affordable access to healthcare, including offering no-cost, 24/7 access to virtual general medical and behavioral health resources to help our enrolled U.S. teammates stay healthy, both physically and emotionally.healthy. We kept U.S. health insurance premiums unchanged for teammates earning less than $50,000 for the nintheleventh year in a row and had nominal premium increases for teammates earning from $50,000 up to $100,000 for the fifthseventh year in a row. We also provided in-network generic prescription medications at no cost for teammates enrolled in a U.S. bank medical PPO or Consumer Direct plan, and we continue to provide preventative care medications at no cost for U.S.all teammates enrolled in the Bank’sU.S. medical plan.
plans. We have expanded our child and adult care solutions for eligible U.S. teammates to help better support their families and dependents, including providing up to 50 days of backup care for both adults and children and expanding access to our reimbursement program to help employees manage child care expenses. Additional support to working parents includes parental leave and time off from work to care for and bond with a newborn or adopted child (16 weeks paid plus 10 weeks unpaid for a total of up to 26 weeks).also
3 Bank of America


continued to enhance access to care across the Corporation, through near-site health centers, vaccination clinics and wellness screenings in many of our U.S. locations, as we believe primary and preventive care are important to our teammates’ health and safety.
We offer an extensive benefit package and support work-life balance for our teammates, which includes in the U.S., 16 weeks of paid parental leave for both primary and secondary caregivers and 50 days per year of child and adult backup dependent care. Globally, teammates and members of their households can utilize our Employee Assistance Program for 12 free, in-person confidential counseling sessions, and unlimited phone consultations. Beginning in 2023, teammates celebrating at least 15 years of continuous service with the Corporation may participate in its global Sabbatical Program.
For more information about our human capital management, see the Corporation’s website and 20212023 Annual Report to shareholders that willwe expect to be available on the Investor Relations portion of our website in March 20222024 (the content of which is not incorporated by reference into this Annual Report on Form 10-K).
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. 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 banks’ risk governance frameworks. 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. The Corporation's status as a financial holding company is conditioned upon maintaining certain eligibility requirements for both the Corporation and its U.S. depository institution subsidiaries, including minimum capital ratios, supervisory ratings and, in the case of the depository institutions, at least satisfactory Community Reinvestment Act ratings. Failure to be an eligible financial holding company could result in the Federal Reserve limiting Bank of America's activities, including potential acquisitions. Additionally, we are subject to a significant number of laws, rules and regulations that govern our businesses in the U.S. and in the other jurisdictions in which we operate, including permissible activities, minimum levels of capital and liquidity, compliance risk management, consumer products and sales practices, privacy, data protection and executive compensation, among others.
The scope of the laws and regulations and the intensity of the supervision to which we are subject have increased over the past several years, beginning with the response to the 2008 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 or not there will be any additional major changes in the regulatory environment and expect that our business will remain subject to continuing and 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 entities, management and 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, Financial Industry Regulatory Authority and New York Stock Exchange, among others; our futures commission merchant subsidiariessubsidiary supporting commodities and derivatives businesses in the U.S. areis subject to regulation by and
supervision of the U.S. Commodity Futures Trading Commission (CFTC), National Futures Association, the Chicago Mercantile Exchange, 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). In addition, certain U.S. and foreign subsidiaries are also registered with the CFTC as swap dealers, and conditionally registered with the SEC as security-based swap dealers.
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 entities in the United Kingdom (U.K.), Ireland and France are subject to regulation by the Prudential Regulatory Authority and Financial Conduct Authority, the European Central Bank and Central Bank of Ireland, and the Autorité de Contrôle Prudentiel et de Résolution and Autorité des Marchés Financiers, respectively.
The Corporation is also subject to extensive laws, rules and regulations in the U.S. and in the other jurisdictions in which it operates regarding bribery and corruption, know-your-customer requirements, anti-money laundering, embargo programs and economic sanctions. For example, we are subject to the U.S. Bank Secrecy Act (BSA), which contains anti-money laundering and financial transparency laws designed to detect and deter money laundering and the financing of terrorism, as well as record-keeping, reporting, due diligence and customer verification requirements, various sanctions programs administered and enforced by the U.S. Department of the Treasury’s Office of Foreign Assets Control (OFAC) and foreign jurisdictions, which target entities or individuals that are, or are located in countries that are, involved in activities, such as terrorism, hostilities, drug trafficking or human rights violations and the U.S. Foreign Corrupt Practices Act (FCPA) and the U.K. Bribery Act, relating to corrupt and illegal payments to government officials and others.
Source of Strength
Under the Financial Reform Act and Federal Reserve policy, BHCs are expected to act as a source of financial strength to
Bank of America 4


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 their 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 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 depositor, per insured bank for each account ownership category. 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 designatedstatutory minimum ratio of the DIF to insured deposits in the U.S. The FDIC adopted regulations that establishof at least 1.35 percent and has established a long-term targetgoal of a two percent DIF ratio of greater than two percent.ratio. As of the date of this report, the DIF ratio is below this required target,the statutory minimum ratio and the FDIC’s long-term goal. In October 2022, the FDIC has adopted a restoration plan that may resultincludes an increase in increased deposit insurance assessments.assessments across the industry of two basis points (bps). The FDIC has indicated that it intends to maintain such assessment rates for the foreseeable future. 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. The FDIC also has the authority to charge special assessments from time to time, including in connection with systemic risk events. For example, on November 16, 2023, the FDIC issued its final rule to impose a special assessment to recover the loss to the DIF resulting from the closure of Silicon Valley Bank and Signature Bank. For more information on the impact to the Corporation of the FDIC special assessment, see Executive Summary – Recent Developments in the MD&A on page 26. For more information regarding deposit insurance, see Item 1A. Risk Factors – Regulatory, Compliance and Legal on page 18.17.

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Capital, Liquidity and Operational Requirements
As a financial holding company, we and our bank subsidiaries are subject to the regulatory capital and liquidity rules issued by the Federal Reserve and other U.S. banking regulators, including the OCC and the FDIC. These rules are complex and are evolving as U.S. and international regulatory authorities propose and enact amendments to these rules. The Corporation seeks to manage its capital position to maintain sufficient capital to satisfy these regulatory rules and to support our business activities. These continually evolving rules are likely to influence our planning processes and may require additional regulatory capital and liquidity, as well as impose additional operational and compliance costs on the Corporation.
For more information on regulatory capital rules, capital composition and pending or proposed regulatory capital changes, see Capital Management on page 49,47 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).
Our ability to pay dividends and make common stock repurchases depends in part on our ability to maintain regulatory capital levels above minimum requirements plus buffers and non-capital standards established under the FDICIA. To the extent that the Federal Reserve increases our stress capital buffer (SCB), global systemically important bank (G-SIB) surcharge or countercyclical capital buffer, our returns of capital to shareholders, including dividends and common stock repurchases, could decrease. As part of its CCAR, 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 impact the level of our SCB. For example, based on the results of our 2023 CCAR stress test, the Corporation’s SCB decreased to 2.5 percent. Additionally, the Corporation’s G-SIB surcharge increased to 3.0 percent on January 1, 2024. The Federal Reserve maycould also impose limitations or prohibitions on taking capital actions such as paying or increasing common stock dividends or repurchasing common stock. For example, as a result of the economic uncertainty resulting from the COVID-19 pandemic, in the second half of 2020, the Federal Reserve introduced certain limitations to capital distributions for all large banks, including the Corporation, which were removed effective July 1, 2021.
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 Restrictions to 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. The rights of the Corporation, our shareholders and our creditors to participate in any distribution of the assets or earnings of our subsidiaries are further subject to the prior claims of creditors of the respective subsidiaries.
For more information regarding distributions, including the minimum capital requirements, see Note 13 – Shareholders’ Equity and Note 16 – Regulatory Requirements and Restrictions to the Consolidated Financial Statements.

5 Bank of America


Resolution Planning
As a BHC with greater than $250 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 the BHC, including the continued operations or solvent wind down of its material entities, pursuant to the U.S. Bankruptcy Code 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 summary of our plan is available on the Federal Reserve and FDIC websites.
The FDIC also requires the submission of a resolution plan for Bank of America, National Association, (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, which includes continued improvements to our preparedness capabilities to implement our resolution plan, both from a financial and operational standpoint.
Across international jurisdictions, resolution planning is the responsibility of national resolution authorities (RA) and central resolution authorities (CA). Among those, the jurisdictions with the greatest impact to the Corporation’s subsidiaries are the U.K., Ireland and France, where rules have been issued requiring the submission of significant information about locally incorporated subsidiaries as well as the Corporation’s banking branches located in those jurisdictions that are deemed to be material for resolution planning purposes. As a result of the RA'sRA’s and CA's review of the submitted information, we could be required to take certain actions over the next several years that 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 10.9.
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.
5 Bank of America


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 requires that BHCs maintain minimum levels of long-term debt required 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 10.9.
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, 2021,2023, 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, 2021,2023, 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 operationsbusinesses are subject to extensive regulation globally. These operations are subject to regulationglobally, including under the Financial Reform Act, the European Union (EU) Markets in Financial Instruments Directive and Regulation, the European Market Infrastructure Regulation, analogous U.K. regulatory regimes and similar regulatory regimes in other jurisdictions that regulate or will regulate the derivatives markets in which we
operate by,jurisdictions. These regulations, among other things: requiringthings, require clearing and exchange trading of certain derivatives; enforcing existing or imposing newderivatives, establish capital, margin, reporting, registration and business conduct requirements for certain market participants; imposingparticipants, set position limits on certain over-the-counter (OTC) derivatives;derivatives and imposingset out derivatives trading transparency requirements. These regulations are already in effect in many markets in which we operate.
In addition, many G-20 jurisdictions, including the U.S., EU, U.K., and Japan, have adopted resolution stay regulations to address concerns that the close-out of derivatives and other
Bank of America 6


financial contracts in resolution could impede orderly resolution of G-SIBs, and additional jurisdictions are expected to follow suit. In addition, the EU has implemented EU-wide resolution stay requirements. Generally, these resolution stay regulations require amendment of 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 insolvency proceedings. Resolution regulations may also require contractual recognition by the counterparty that amounts owed to them may be written down or converted into equity as part of a bail in. As resolution stay regulations of a particular jurisdiction applicable to us go into effect, we amend impacted financial contracts in compliance with such regulations either as a regulated entity or as a counterparty facing a regulated entity in such jurisdiction.
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 the Equal Credit Opportunity Act, Home Mortgage Disclosure Act, Fair Housing Act, Electronic Fund Transfer Act (EFTA), Fair Credit Reporting Act, Real Estate Settlement Procedures Act, prohibitions on unfair, deceptive, or abusive acts or practices, (UDAAP), 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 regarding the collection, disclosure, use and protection of 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. The Gramm-Leach-Bliley Act and other laws also require 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. Security and privacy policies and procedures for the protection of personal and confidential information are in effect across all businesses and geographic locations.
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 contact customers with marketing offers and establish certain rights of consumers in connection with their personal information. For example, California’s Consumer Privacy Act (CCPA), which went into effect in January 2020, as modified by the California Privacy Rights Act (CPRA), provides consumers with the right to know what personal data is being collected, know whether their personal data is sold or disclosed and to whom and opt out of the sale of their personal data,
Bank of America 6


among other rights. In addition, in the EU and other countries around the world, similar laws, like the General Data Protection Regulation (GDPR) replaced the Data Protection Directive(GDPR), afford those countries’ residents with certain rights related to their information and related implementing national laws in its member states. The CCPA's, CPRA's and GDPR’smay impose additional obligations on financial institutions. These laws’ impact on the Corporation was assessed and addressed through comprehensive compliance implementation programs. These existing and evolving legal requirements in the U.S. and abroad, as well as court proceedings and changing guidance from regulatory bodies, with respect toincluding the validity of cross-border data transfer mechanisms from the EU and other jurisdictions, continue to lend uncertainty to privacy compliance globally.
Additionally, the Corporation is subject to evolving information security (including cybersecurity) laws, rules and regulations enacted by U.S. federal and state governments and non-U.S. jurisdictions, including requirements to develop cybersecurity programs, policies and frameworks, as well as provide disclosure and/or notifications of certain cybersecurity incidents and data breaches.
7 Bank of America


Item 1A. Risk Factors
The discussion below addresses the Corporation’sour material risk factors of which we are aware. Any risk factor, either by itself or together with other risk factors, could materially and adversely affect our businesses, results of operations, cash flows and/or financial condition. The considerationsReferences to third parties may include suppliers, service providers, counterparties, financial market utilities, exchanges and risks that follow are organized within relevant headings butclearing houses, data aggregators and other partners and their upstream and downstream service providers (e.g., fourth parties, fifth parties) who may be relevantalso contribute to other headings as well.our risks. Other factors not currently known to us or that we currently deem immaterial could also adversely affect our businesses, results of operations, cash flows and/or financial condition. Therefore, the risk factors below should not be considered all of the potential risks that we may face. For more information on how we manage risks, see Managing Risk in the MD&A beginning on page 46.44. For more information about the risks contained in the Risk Factorsthis section, see Item 1. Business beginning on page 2, MD&A beginning on page 2625 and Notes to Consolidated Financial Statements beginning on page 94.
Summary of Risk Factors
Coronavirus Disease
Market    The impacts of the pandemic have adversely affected, and may continue to adversely affect us, and the pandemic’s duration and future impacts remain uncertain.
Market
    Our business and results of operationsWe may be adversely affected by the financial markets, fiscal, monetary, and regulatory policies, and economic conditions.
General economic, political, social and health conditions generally.in the U.S. and abroad affect financial markets and our business. In particular, global markets may be affected by the level and volatility of interest rates, availability and market conditions of financing, changes in gross domestic product (GDP), economic growth or its sustainability, inflation, supply chain disruptions, consumer spending, employment levels, labor shortages, challenging labor market conditions, wage stagnation, federal government shutdowns, energy prices, home prices, commercial property values, bankruptcies and a default by a significant market participant or class of counterparties, including companies in emerging markets. Global markets also may be affected by adverse developments impacting the U.S. or global banking industry, including bank failures and liquidity concerns, fluctuations or other significant changes in both debt and equity capital markets and currencies, the transition of benchmark rates, including the Bloomberg Short-Term Bank Yield Index (BSBY), to alternative reference rates (ARRs), the impact of the volatility of digital assets on the broader market, the rate of growth of global trade and commerce, trade policies, the availability and cost of capital and credit, disruption of communication, transportation or energy infrastructure, recessionary fears, investor sentiment and the U.S. and global election cycles, including resulting changes to policy and the geopolitical environment. Global markets, including energy and commodity markets, may also be adversely affected by the current or anticipated impact of climate change, acute and/or chronic extreme weather events or natural disasters, the emergence or continuation of widespread health emergencies or pandemics, cyberattacks, military conflict, terrorism, or other geopolitical events. Market fluctuations may impact our margin requirements and affect our liquidity. Any sudden or prolonged market downturn, as a result of the above factors or otherwise, could result in a decline in net interest income and noninterest income and adversely affect our results of operations and financial condition, including capital and liquidity levels. Elevated inflation and interest rate levels, monetary tightening by central banks, and geopolitical developments, including the Russia/Ukraine conflict and the conflict in the Middle East, have adversely impacted and may continue to adversely impact
financial markets and macroeconomic conditions and could result in additional market volatility and disruptions.
Global uncertainties regarding fiscal and monetary policies present economic challenges. Actions taken by the Federal Reserve or central banks in other jurisdictions, including changes in target rates, balance sheet management and lending facilities, are beyond our control and difficult to predict, particularly in an elevated inflation environment. This can affect interest rates and the value of financial instruments and other assets, such as debt securities, and impact our borrowers and potentially increase delinquency rates and may also raise government debt levels, adversely affect businesses and household incomes, adversely impact the banking sector generally, and increase uncertainty surrounding monetary policy. Monetary policy in response to high inflation has led to a significant increase in market interest rates and a flattening and/or inversion of the yield curve. This has resulted in and may continue to result in volatility of equity and other markets, further volatility of the U.S. dollar, a widening in credit spreads and higher interest rates and recessionary concerns, and could result in elevated unemployment, which could impact investor risk appetite and our borrowers, potentially increasing delinquency rates. Financial market volatility could also result from uncertainty about the timing and extent of rate cuts by the Federal Reserve in response to moderating inflation and/or weakening economic conditions. Elevated inflation may limit the scope of monetary support, including cuts to the federal funds rate, in the event of an economic downturn, resulting in a more protracted period of a flat and/or inverted yield curve.
Any future change in monetary policy by the Federal Reserve, in an effort to stimulate the economy or otherwise, resulting in lower interest rates would likely result in lower revenue through lower net interest income, which could adversely affect our results of operations. Additionally, changes to existing U.S. laws and regulatory policies and evolving priorities, including those related to financial regulation, taxation, international trade, fiscal policy, climate change (including efforts to transition to a low-carbon economy) and healthcare, may adversely impact U.S. or global economic activity and our customers', our counterparties' and our earnings and operations. Globally, many central banks have simultaneously reduced monetary accommodation through interest rate or balance sheet policy, which has contributed and may continue to contribute to elevated financial and capital market volatility and significant changes to asset values. While higher interest rates have positively impacted our net interest income, higher interest rates have negatively impacted and could continue to negatively impact investment securities, deposits, loan demand and funding costs. In addition to higher interest rates, wider credit spreads can negatively impact capital by reducing the value of debt securities. High and rising federal debt levels and uncertainty about the U.S. budget process could lead to higher interest rates and financial market volatility, potentially impacting broader economic activity. Further, if the U.S. government’s debt ceiling limit is not raised in January 2025, the ramifications could result in market volatility, ratings downgrades and limit fiscal policy responses to recessionary conditions. This could have a negative and potentially severe impact on the U.S. and world economy and financial and capital markets, including higher interest rates, higher volatility, lower asset values, lower liquidity, downgrades to U.S. debt, and a weakened U.S. dollar.
Changes to international trade and investment policies by the U.S. could negatively impact financial markets. Escalation of tensions between the U.S. and the People’s Republic of China
Bank of America 8


(China) could lead to further U.S. measures that adversely affect financial markets, disrupt world trade and commerce and lead to trade retaliation, including through the use of tariffs, foreign exchange measures or the large-scale sale of U.S. Treasury bonds. Any restrictions on the activities of businesses, could also negatively affect financial markets.
These developments could adversely affect our businesses, customers, securities and derivatives portfolios, including the risk of lower re-investment rates within those portfolios, our level of charge-offs and provision for credit losses, the carrying value of our deferred tax assets, our capital levels, our liquidity and our results of operations.
Increased market volatility and adverse changes in financial or capital market conditions may increase our market risk.
    WeOur 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, commodity and futures prices, 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, the value of our securities, including our on- and off-balance sheet securities, trading assets and other financial instruments, the cost of debt capital and our access to credit markets, the value of assets under management (AUM), fee income relating to AUM, customer allocation of capital among investment alternatives, the volume of client activity in our trading operations, investment banking, underwriting and other capital market fees, which have already been negatively impacted, the general profitability and risk level of the transactions in which we engage and our competitiveness with respect to deposit pricing. The value of certain of our assets is sensitive to changes in market interest rates. If the Federal Reserve or a non-U.S. central bank changes or signals a change in monetary policy, market interest rates or credit spreads could be affected, which could adversely impact the value of such assets. Changes to fiscal policy, including expansion of U.S. federal deficit spending and resultant debt issuance, could also affect market interest rates. If interest rates decrease, our results of operations could be negatively impacted, including future revenue and earnings growth.
Our models and strategies to assess and control our market risk exposures are subject to inherent limitations. In times of market stress or other unforeseen circumstances, previously uncorrelated indicators may become correlated. Such changes to the relationship between market parameters may limit the effectiveness of our hedging strategies and cause us to incur significant losses. Changes in correlation can be exacerbated where market participants use risk or trading models with assumptions or algorithms 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. Where we own securities that do not have an established liquid trading market or are otherwise subject to restrictions on sale or hedging, or where the degree of accessible liquidity declines significantly, we may not be able to reduce our positions and risks associated with such holdings, so we may suffer larger than expected losses when adverse price movements take place. This risk can be exacerbated where we hold a position that is large relative to the available liquidity.
If asset values decline, we may incur losses if assetand negative impacts to capital and liquidity requirements.
We have a large portfolio of financial instruments, including loans and loan commitments, securities financing agreements, asset-backed secured financings, derivative assets and liabilities, debt securities, marketable equity securities and certain other assets and liabilities that we measure at fair value and are subject to valuation and impairment assessments. We determine these values decline, including duebased on applicable accounting guidance, which, for financial instruments measured at fair value, requires an entity to changesbase 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, unless we have effectively mitigated the risk of our exposures. Increases in interest rates may cause decreases in residential mortgage loan originations and prepayment speeds.could impact the origination of corporate debt. In addition, increases in interest rates or changes in spreads may continue to adversely impact the fair value of our debt securities and, accordingly, for debt securities classified as available-for-sale (AFS), adversely affect accumulated other comprehensive income and, thus, our capital levels. Increases in interest rates could also adversely impact our regulatory liquidity position and requirements, which include certain AFS debt securities and the use of repurchase agreements against a portion of the held-to-maturity (HTM) debt securities. As our liquidity is dependent on the fair value of these assets, increases in market interest rates, which have adversely impacted and may continue to adversely impact the fair value of debt securities, could adversely affect liquidity 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 or indices. 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 (RWA), which requires us to maintain additional capital and increases our funding costs. Values of AUM also impact revenues in our wealth management and related advisory businesses for asset-based management and performance fees. Declines in values of AUM can result in lower fees earned for managing such assets.
Liquidity
If we are unable to access the capital markets, or continue to maintainhave prolonged net deposits outflows, 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. 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 (including as a result of credit concerns for short-term
9 Bank of America


borrowing), changes to our relationships with our funding providers based on real or perceived changes in our risk profile, prolonged federal government shutdowns, or changes in regulations, guidance or GSE status that impact our funding.
Additionally, our liquidity or cost of funds may be negatively impacted by the unwillingness or inability of the Federal Reserve to act as lender of last resort, unexpected simultaneous draws on lines of credit or deposits, slower customer payment rates, restricted access to the assets of prime brokerage clients, the withdrawal of or failure to attract customer deposits or invested funds (which could result from attrition driven by customers seeking higher yielding deposits or securities products, customer desire to utilize an alternative financial institution perceived to be safer, changes in customer spending behavior due to inflation, decline in the economy or other drivers resulting in an increased need for cash), increased regulatory liquidity, capital and margin requirements for our U.S. or international banks and their nonbank subsidiaries, which could result in the inability to transfer liquidity internally and inefficient funding, changes in patterns of intraday liquidity usage resulting from a counterparty or technology failure or other idiosyncratic event or failure or default by a significant market participant or third party (including clearing agents, custodians, central banks or central counterparty clearinghouses (CCPs)). These factors may increase our borrowing costs and negatively impact our liquidity.
Several of these factors may arise due to circumstances beyond our control, such as general market volatility, disruption, shock or stress, the emergence or continuation of widespread health emergencies or pandemics, and military conflicts (including the Russia/Ukraine conflict and the conflict in the Middle East). Federal Reserve policy decisions (including fluctuations in interest rates or Federal Reserve balance sheet composition), negative views or loss of confidence about us or the financial services industry generally or due to a specific news event, changes in the regulatory environment or governmental fiscal or monetary policies, actions by credit rating agencies or an operational problem that affects third parties or us. The impact of these potentially sudden events, whether within our control or not, could include an inability to sell assets or redeem investments, unforeseen outflows of cash, the need to draw on liquidity facilities, the reduction of financing balances and the loss of equity secured funding, debt repurchases to support the secondary market or meet client requests, the need for additional funding for commitments and contingencies and unexpected collateral calls, among other things, the result of which could be increased costs, a liquidity shortfall and/or impact on our liquidity coverage ratio.
Our liquidity and cost of obtaining funding may be directly related to investor behavior and confidence, debt market disruption, firm specific concerns or prevailing market conditions, including changes in interest and currency exchange rates, significant fluctuations in equity and futures prices, lower trading volumes and prices of securitized products and our credit spreads. Increases in interest rates and our credit spreads can increase the cost of our 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, including changes in our credit ratings or changes in broader financial market and macroeconomic conditions. Changes to interest rates and our credit spreads occur continuously and may be unpredictable and highly volatile. We may also experience net interest margin compression as a result of offering higher than expected deposit rates in order to attract and maintain deposits. Concentrations within our funding profile, such as maturities,
currencies or counterparties, can also reduce our funding efficiency.
Reduction in our credit ratings could significantly limit our access to funding or the capital markets, increase borrowing costs or trigger additional collateral or funding requirements.
Our borrowing costs and ability to raise funds are directly impacted by our credit ratings. Credit ratings are also important to investors, customers or counterparties when we compete in certain markets and seek to engage in certain transactions, including over-the-counter (OTC) derivatives. Our credit ratings are subject to ongoing review by rating agencies, which consider a number of financial and nonfinancial factors, including our franchise, financial strength, performance and prospects, management, governance, risk management practices, capital adequacy, asset quality and operations, among other criteria, as well as factors not under our control, such as regulatory developments, the macroeconomic and geopolitical environment and changes to the methodologies used to determine our ratings.
Rating agencies could adjust our credit ratings at any time and there can be no assurance as to whether or when a downgrade could occur. Any reduction could result in a wider credit spread and negatively affect our 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, we may experience loss of access to short-term funding sources such as repo financing, and/or incur increased cost of funds and increased collateral requirements. 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 are inherently uncertain and depend upon numerous dynamic, complex and inter-related factors and assumptions, including the relationship between long-term and short-term credit ratings and the behaviors of customers, investors and counterparties.
Bank of America Corporation is a holding company, is dependent on its subsidiaries for liquidity and may be restricted from transferring funds from subsidiaries.
Bank of America Corporation, as the parent company, is a separate and distinct legal entity from our bank 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, which could result in adverse liquidity events. The parent company depends on dividends, distributions, loans and other payments from our bank and nonbank subsidiaries to fund dividend payments on our preferred stock and common stock and to fund all payments on our other obligations, including debt obligations. Any inability of our subsidiaries to transfer funds, pay dividends or make payments to us may adversely affect our cash flow, liquidity and financial condition.
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, minimum regulatory capital and liquidity requirements
Bank of America 10


    Our
and 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 parent 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.
Bank of America Corporation’s liquidity and financial condition, and the ability to pay dividends to shareholders and to pay obligations, could be materially adversely affected in the event of a resolution.
Bank of America Corporation, our parent holding company, is required to periodically 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. Bank of America Corporation’s preferred resolution strategy is a “single point of entry” strategy, whereby only the parent holding company would file for bankruptcy under the U.S. Bankruptcy Code. Certain key operating subsidiaries would be provided 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 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, it 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. This could adversely affect our liquidity and financial condition, including the ability to meet our payment obligations and the ability to return capital to shareholders, including through the payment of dividends and repurchase of the Corporation’s common stock.
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. We could also be required to take certain actions that could impose operating costs and result in the divestiture of assets or restructuring of businesses and subsidiaries.
When a G-SIB such as Bank of America Corporation is in default or danger of default, the FDIC may be appointed receiver to conduct an orderly liquidation, and 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. Additionally, 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 point of entry” 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.
If the Corporation is resolved under the U.S. Bankruptcy Code or the FDIC’s orderly liquidation authority, third-party creditors of our subsidiaries may receive significant or full recoveries on their claims, while security holders of Bank of America Corporation could face significant or complete losses.
Credit
Economic or market disruptions and insufficient credit loss reserves may result in a higher provision for credit losses.
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. Deterioration in the financial condition of our consumer and commercial borrowers, counterparties or underlying collateral could adversely affect our results of operations and financial condition.
Our credit portfolios may be impacted by U.S. and global macroeconomic and market conditions, events and disruptions, including declines in GDP, consumer spending or property values, asset price corrections, increasing consumer and corporate leverage, increases in corporate bond spreads, government shutdowns or policies such as student loan debt payment resumptions, tax changes, rising or elevated unemployment levels, elevated inflation, fluctuations in foreign exchange or interest rates, as well as the emergence or continuation of widespread health emergencies or pandemics, extreme weather events and the impacts of climate change, including acute and/or chronic extreme weather events and efforts to transition to a low-carbon economy. Significant economic or market stresses and disruptions typically have a negative impact on the business environment and financial markets, which could impact the underlying credit quality of our borrowers, counterparties and assets. Property value declines or asset price corrections could increase the risk of borrowers or counterparties defaulting or becoming delinquent in their obligations to us, and could decrease the value of the collateral we hold, which could increase credit losses. Credit risk could also be magnified by lending to leveraged borrowers or declining asset prices, including property or collateral values, unrelated to macroeconomic stress. Simultaneous drawdowns on lines of credit and/or an increase in a borrower’s leverage in a weakening economic environment, or otherwise, could result in deterioration in our credit portfolio, should borrowers be unable to fulfill competing financial obligations. Increased delinquency and default rates could adversely affect our credit portfolios, including consumer credit card, home equity and residential mortgage portfolios through increased charge-offs and provisions for credit losses.
A recessionary environment and/or a rise in unemployment could adversely impact the ability of our consumer and/or commercial borrowers or counterparties to meet their financial obligations and negatively impact our credit portfolio. Consumers have been and may continue to be negatively impacted by inflation, resulting in drawdowns of savings or increases in household debt. Higher interest rates, which have increased debt servicing costs for some businesses and households, may adversely impact credit quality, particularly in a recessionary environment. Certain sectors also remain at risk (e.g., commercial real estate, particularly office) as a result of shifts in demand and tighter financial and credit conditions. Globally, conditions of slow growth or recession could further contribute to weaker credit conditions. If the macroeconomic environment or certain sectors worsen, our credit portfolio, net charge-offs, provision and allowance for credit losses could be adversely impacted.
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We establish an allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, based on management's best estimate of lifetime expected credit losses (ECL) inherent in our relevant financial assets. The process to determine the allowance for credit losses uses models and assumptions that require us to make difficult and complex judgments that are often interrelated, including forecasting how borrowers or counterparties may perform in changing economic conditions. The ability of our borrowers or counterparties to repay their obligations may be impacted by changes in future economic conditions, which in turn could impact the accuracy of our loss forecasts and allowance estimates. There is also the possibility that we have failed or will fail to accurately identify the appropriate economic indicators or accurately estimate their impacts to our borrowers or counterparties, which could impact the accuracy of our loss forecasts and allowance estimates.
If the models, estimates and assumptions we use to establish reserves or the judgments we make in extending credit to our borrowers or counterparties, which are more sensitive due to the current uncertain macroeconomic and geopolitical environment, prove inaccurate in predicting future events, we may suffer losses in excess of our ECL. In addition, changes to external factors can negatively impact our recognition of credit losses in our portfolios and allowance for credit losses.
The allowance for credit losses is our best estimate of ECL; however, there is no guarantee that it will be sufficient to address credit losses, particularly if the economic outlook deteriorates significantly, quickly, or unexpectedly. As circumstances change, we may increase our allowance, which would reduce our earnings. If economic conditions worsen, impacting our consumer and commercial borrowers, counterparties or underlying collateral, and credit losses are worse than expected, we may increase our provision for credit losses, which could adversely affect our results of operations and financial condition.
Our concentrations of credit risk could adversely affect our credit losses, results of operations and financial condition.
We may be subject to concentrations of credit risk because of a common characteristic or common sensitivity to economic, financial, public health or business developments. Concentrations of credit risk may reside in a particular industry, geography, product, asset class, counterparty or within any pool of exposures with a common risk characteristic. A deterioration in the financial condition or prospects of a particular industry, geographic location, product or asset class, or a failure or downgrade of, or default by, any particular entity or group of entities could negatively affect our businesses, and it is possible our limits and credit monitoring exposure controls will not function as anticipated.
We execute a high volume of transactions and have significant credit concentrations with respect to the financial services industry, predominantly comprised of broker-dealers, commercial banks, investment banks, insurance companies, mutual funds, hedge funds, CCPs and other institutional clients. Financial services institutions and other counterparties are inter-related because of trading, funding, clearing or other relationships. Defaults by one or more counterparties, or 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, defaults and related disputes and litigation.
Our credit risk may also 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, which may occur as a result of events that impact the value of the collateral, such as a sudden change in asset price or fraud. 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.
We have concentrations of credit risk, including with respect to our consumer real estate and consumer credit card exposure, as well as our commercial real estate and asset managers and funds portfolios, which represent a significant percentage of our overall credit portfolio. Declining home price valuations and demand where we have large concentrations could result in increased servicing advances and expenses, defaults, delinquencies or credit losses. The impacts of earthquakes, as well as climate change, such as rising average global temperatures and sea levels, and the increasing frequency and severity of extreme weather events and natural disasters, including droughts, floods, wildfires and hurricanes, could negatively impact collateral, the valuations of home or commercial real estate or our customers’ ability and/or willingness to pay fees, outstanding loans or afford new products. This could also cause insurability risk and/or increased insurance costs to customers.
Economic weaknesses, sustained elevated inflation, adverse business conditions, market disruptions, adverse economic or market events, rising interest or capitalization rates, declining asset prices, greater volatility in areas where we have concentrated credit risk or deterioration in real estate values or household incomes may cause us to experience higher credit losses in our portfolios or write down the value of certain assets. We could also experience continued and long-term negative impacts to our commercial credit exposure and an increase in credit losses within those industries that may be permanently impacted by a change in consumer preferences or other industry disruptions.
We also enter into transactions with sovereign nations, U.S. states and municipalities. Unfavorable economic or political conditions, disruptions to capital markets, currency fluctuations, changes in oil prices, social instability and changes in government or monetary policies could adversely impact the operating budgets or credit ratings of these government entities and expose us to credit and liquidity risk.
Liquidity disruptions in the financial markets may result in our inability to sell, syndicate or realize the value of our positions, increasing concentrations, which could increase RWA and the credit and market risk associated with our positions.
We may be adversely affected ifby weaknesses in the U.S. housing market.
During 2023, the U.S. housing market weakens or home prices decline.continued to be impacted by higher mortgage rates, including 30-year fixed-rate mortgages that more than doubled from 2021. This has negatively impacted the demand in some cases and underlying collateral 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, both of which have slowed due to higher interest rates and reduced affordability. A deeper downturn in the condition of the U.S. housing market could result in significant write-downs of asset values in several asset classes, notably mortgage-backed securities (MBS). If the U.S. housing market were to further weaken, the value of real estate could decline, which could result in increased credit losses and delinquent servicing expenses, negatively affect our
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representations and warranties exposures, and adversely affect our results of operations and financial condition.
Our derivatives businesses may expose us to unexpected risks, which may result in losses and adversely affect liquidity.
We are party to a large number of derivatives transactions that may expose us to unexpected market, credit and operational risks that could cause us to suffer unexpected losses. Fluctuations in asset values or rates or an unanticipated credit event, including unforeseen circumstances that may cause previously uncorrelated factors to become correlated, may lead to losses resulting from risks not taken into account or anticipated in the development, structuring or pricing of a derivative instrument. Certain derivative contracts and other trading agreements provide that upon the occurrence of certain specified events, such as a change to our or our affiliates’ credit ratings, we may be required to provide additional collateral or take other remedial actions, and we could experience increased difficulty obtaining funding or hedging risks. In some cases our counterparties may have the right to terminate or otherwise diminish our rights under these contracts or agreements upon the occurrence of such events.
We are also a member of various CCPs, which results in credit risk exposure to those CCPs. In the event that one or more members of a CCP default on their obligations, we may be required to pay a portion of any losses incurred by the CCP as a result of that default. A CCP may also, at its discretion, modify the margin we are required to post, which could mean unexpected and increased funding costs and exposure to that CCP. As a clearing member, we are exposed to the risk of non-performance by our clients for which we clear transactions, which may not be covered by available collateral. Additionally, default by a significant market participant may result in further risk and potential losses.
Geopolitical
We are subject to numerous political, economic, market, reputational, operational, compliance, legal, regulatory and other risks in the jurisdictions in which we operate.
We do business throughout the world, including in emerging markets. Economic or geopolitical stress in one or more countries could have a negative impact regionally or globally, resulting in, among other things, market volatility, reduced market value and economic output. Our liquidity and credit risk could be adversely impacted by, and our businesses and revenues derived from non-U.S. jurisdictions are subject to, risk of loss from financial, social or judicial instability, economic sanctions, changes in government leadership, including as a result of electoral outcomes or otherwise, changes in governmental policies or policies of central banks, expropriation, nationalization and/or confiscation of assets, price controls, high inflation, natural disasters, the emergence or continuation of widespread health emergencies or pandemics, capital controls, currency re-denomination risk from a country exiting the EU or otherwise, currency fluctuations, foreign exchange controls or movements (caused by devaluation or de-pegging), unfavorable political and diplomatic developments, oil price fluctuations and changes in legislation. These risks are especially elevated in emerging markets.
Continued tensions between the U.S. and important trading partners, particularly China, may result in sanctions, further tariff increases or other restrictive actions on cross-border trade, investment and transfer of information technology, which could reduce trade volumes, result in further supply chain disruptions, increase costs for producers, and adversely affect our
businesses and revenues, as well as our customers and counterparties, including their credit quality.
Slowing growth, recessionary conditions, adverse geopolitical conditions and/or political or civil unrest, labor shortages, wage pressures and elevated inflation in certain countries pose challenges, including in the form of volatility in financial markets. Foreign exchange rates against the U.S. dollar remain an area of uncertainty and potential volatility, and depreciation could increase our financial risks with clients that deal in non-U.S. currencies but have U.S. dollar-denominated debt.
We 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. 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 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.
Elevated government debt levels raise the risk of volatility, significant valuation changes, political tensions among EU members regarding fiscal policy or defaults on or devaluation of sovereign debt, which could expose us to substantial losses. Financial markets have been and may continue to be sensitive to government plans to lower taxes or increase spending.
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 less predictable, prone to change and uncertainty, and regularly evolving. Significant resources are spent on determining, understanding and monitoring foreign laws, rules and regulations, as well as managing our relationships with multiple regulators in various jurisdictions. Our inability to remain in compliance with local laws and manage our relationships with regulators could result in increased expenses, changes to our organizational structure and adversely affect our businesses, reputation and results of operations in that market.
We are also subject to complex and extensive U.S. and non-U.S. laws, rules and regulations, which subject us to costs and risks relating to bribery and corruption, know-your-customer requirements, anti-money laundering, embargo programs and economic sanctions, which can vary by jurisdiction and require implementation of complex operational capabilities and compliance programs. Non-compliance, including improper implementation, and/or violations could result in an increase in operational and compliance costs, and enforcement actions and civil and criminal penalties against us and individual employees. The increasing speed and novel ways in which funds circulate could make it more challenging to track the movement of funds and heighten financial crimes risk. Compliance with these evolving regulatory regimes and legal requirements depends on our ability to improve our processes, controls, surveillance, detection and reporting and analytic capabilities.
In the U.S., the government’s debt ceiling and budget deficit concerns have increased the possibility of U.S. government defaults on its debt and/or further downgrades to its credit ratings, and prolonged government shutdowns, which could
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weaken the U.S. dollar, cause market volatility, negatively impact the global economy and banking system and adversely affect our financial condition, including our liquidity. Additionally, changes in fiscal, monetary, regulatory and/or foreign policy, including as a result of the election cycle, labor shortages, wage pressures, supply chain disruptions and higher inflation, could increase our compliance costs and adversely affect our business operations, organizational structure and results of operations. Emerging market currency values and monetary policy settings are particularly sensitive to such changes in U.S. monetary policy. Additionally, further restrictive U.S. monetary policy, potentially including further rate increases, could result in additional currency volatility and recessionary conditions in a number of non-U.S. markets.
We are also subject to geopolitical risks, including economic sanctions, acts or threats of international or domestic terrorism, including responses by the U.S. or other governments thereto, increased state-sponsored cyberattacks or campaigns, civil unrest and/or military conflicts, including the escalation of tensions between China and Taiwan, which could adversely affect business, market trade and general economic conditions abroad and in the U.S. The Russia/Ukraine conflict and the conflict in the Middle East have magnified such risks and resulted in regional instability and adversely impacted commodity and other financial markets, as well as economic conditions, especially in Europe. Widening regional conflicts resulting in the involvement of neighboring countries and/or North Atlantic Treaty Organization member countries could result in additional economic disruptions, financial market volatility, higher inflation and changes to asset valuations, which could disrupt our operations and adversely affect our results of operations.
Business Operations
    A failure in or breach of our operational or security systems or infrastructure or business continuity plans, or those of third parties or the financial services industry, could disrupt our critical business operations and customer services, result in additional risk exposures, and adversely impact our results of operations and financial condition, and cause legal or reputational harm.
    A cyberattack, 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, result in the disclosure and/or misuse of information and/or fraudulent activity, and increase our operational and security systems and critical infrastructure costs.
    Failure to satisfy our obligations as servicer for residential mortgage securitizations, loans owned by other entities and other losses we could incur as servicer, could adversely impact our reputation, servicing costs or results of operations.
    Changes in the structure of and relationship among the government-sponsored enterprises (GSEs) could adversely impact our business.
    Our risk management framework may not be effective in mitigating risk and reducing the potential for losses.
Regulatory, Compliance and Legal
    We are subject to comprehensive government legislation and regulations and certain settlements, orders and agreements with government authorities from time to time.
    We are subject to significant financial and reputational risks from potential liability arising from lawsuits and regulatory and government action.
    U.S. federal banking agencies may require us to increase our regulatory capital, total loss-absorbing capacity (TLAC), long-term debt or liquidity requirements.
    Changes in accounting standards or assumptions in applying accounting policies could adversely affect us.
    We may be adversely affected by changes in U.S. and non-U.S. tax laws and regulations.
Reputation
    Damage to our reputation could harm our businesses, including our competitive position and business prospects.
Other
    Reforms to and replacement of Interbank Offered Rates (IBORs) and certain other rates or indices may adversely affect our reputation, business, financial condition and results of operations.
    We face significant and increasing competition in the financial services industry.
    Our inability to adapt our business strategies, products and services could harm our business.
    We could suffer operational, reputational and financial harm if our models and strategies fail to properly anticipate and
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manage risk.
    Failure to properly manage data may result in our inability to manage risk and business needs, errors in our day-to-day operations, critical reporting and strategic decision-making, inaccurate reporting and non-compliance with laws, rules and regulations.
    Our operations, businesses and customers could be materially adversely affected by the impacts related to climate change.
    Our ability to attract and retain qualified employees is critical to our success, business prospects and competitive position.
The above summary is qualified in its entirety to the more detailed discussion of the Corporation’s material risk factors set forth below.
Coronavirus Disease
The impacts of the pandemic have adversely affected, and may continue to adversely affect us, and the pandemic’s duration and future impacts remain uncertain.
Since the onset of the pandemic, the negative economic conditions and disruptions arising from it have adversely impacted our financial results to varying degrees and in various respects, including as a result of periods of increased allowance for credit losses followed by subsequent declines, and continued elevated noninterest expense. The pandemic’s impact on economic conditions and activity remains uncertain and will continue to evolve by region, country and state, and it is possible that new or evolving variants of COVID-19 could result in increased business disruptions and contribute to a potential economic downturn. In recent months, the U.S. and other regions of the world have experienced supply chain disruptions and labor shortages, and the global economy and supply chains remain vulnerable. Pandemic developments and certain responses have also resulted in inflationary pressure and ultimately may contribute to the development of a prolonged, disruptive period of high inflation in the U.S. and globally.
The economic impact of the pandemic may continue to adversely affect certain of our businesses and our results of operations, including decreased demand for and use of our products and services; lower fees, including asset management fees; lower sales and trading revenue due to decreased market liquidity resulting from heightened volatility; higher levels of uncollectible reversed charges in our merchant services business; increased noninterest expense, including operational losses; and increased credit losses due to a deterioration in the financial condition of our consumer and commercial borrowers, which could result in their inability to fulfill contractual obligations, may vary by region, sector or industry and could be exacerbated by the expiration of government assistance. Additionally, our liquidity and/or regulatory capital could be adversely impacted by customers’ withdrawal of deposits, inability to repay loans and reduced usage of banking products, volatility and disruptions in the capital and credit markets, changes in the value of securities, derivatives and other financial instruments resulting in increased margin requirements, volatility in foreign exchange rates and customer draws on lines of credit. Adverse macroeconomic conditions could also result in potential downgrades to our credit ratings, negative impacts to regulatory capital and liquidity and reinstated restrictions on dividends and/or common stock repurchases.
We continue to execute business continuity plans in connection with the pandemic. If we become unable to operate
our businesses from remote locations including, for example, because of an internal or external failure of our information technology infrastructure, we experience increased rates of employee illness or unavailability, or governmental restrictions are placed on our employees or operations, our business continuity plans could be adversely affected and result in disruption to our businesses. Additionally, we continue to rely on third parties who could experience business interruptions as a result of the pandemic, which could increase our risks and adversely impact our businesses.
In connection with the pandemic, various governmental fiscal and monetary relief programs were implemented in an effort to stimulate the global economy and avert negative economic or market conditions. Our participation in such programs could result in reputational harm and government actions and proceedings, and has resulted in, and may continue to result in, litigation, including class actions. Such actions may result in judgments, orders, settlements, penalties, and fines. Our participation in such programs has also resulted and will continue to result in losses, including from the Paycheck Protection Program (PPP) and the processing of unemployment benefits for California and certain other states.
We continue to closely monitor the pandemic and related risks as they evolve globally and in the U.S. The magnitude and duration of the pandemic and its future direct and indirect effects on global health, the global economy and our businesses, results of operations and financial condition are uncertain and depend on future developments that cannot be predicted, including the likelihood of future surges of COVID-19 cases and the spread of more easily communicable and/or dangerous variants of COVID-19, the availability, usage and acceptance of effective medical treatments and vaccines (including additional doses of vaccines) in the U.S. and globally and future public response and government actions, including travel bans and restrictions, limitations on business activity, vaccine mandates and additional stimulus legislation. The pandemic may cause setbacks to the global or national economic recovery or longer lasting effects on economic conditions than are currently anticipated, changes in financial markets, changes in fiscal, monetary and tax regulatory environments, and changes in client preferences and behavior, which could have a material adverse effect on our businesses, results of operations and financial condition.
Market
Our business and results of operations may be adversely affected by the financial markets, fiscal, monetary, and regulatory policies, and economic conditions generally.
General economic, political, social and health conditions in the U.S. and in one or more countries abroad affect markets in the U.S. and abroad and our business. In particular, markets in the U.S. or abroad may be affected by the level and volatility of interest rates, availability and market conditions of financing, unexpected changes in gross domestic product (GDP), economic growth or its sustainability, inflation, supply chain disruptions, consumer spending, employment levels, labor shortages, wage stagnation, federal government shutdowns, developments related to the U.S. federal debt ceiling, energy prices, home prices, commercial property values, bankruptcies, a default by a significant market participant or class of counterparties, 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, disruption of communication, transportation or energy infrastructure and
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investor sentiment and confidence. Additionally, global markets, including energy and commodity markets, may be adversely affected by the current or anticipated impact of climate change, extreme weather events or natural disasters, the emergence or continuation of widespread health emergencies or pandemics, cyberattacks or campaigns, military conflict, including escalating military tension between Russia and Ukraine, terrorism or other geopolitical events. Market fluctuations may impact our margin requirements and affect our business liquidity. Also, any sudden or prolonged market downturn in the U.S. or abroad, as a result of the above factors or otherwise, could result in a decline in net interest income and noninterest income and adversely affect our results of operations and financial condition, including capital and liquidity levels. For example, global developments in connection with the ongoing pandemic, including supply chain disruptions, high inflation, changes to industries such as commercial real estate, the emergence of new variants and significant restrictions on households and businesses in certain countries, have adversely impacted and may continue to adversely impact financial markets and macroeconomic conditions and could result in additional market volatility and disruptions globally.
Actions taken by the Federal Reserve, including changes in its target funds rate, balance sheet management, and lending facilities, and other central banks are beyond our control and difficult to predict. These actions can affect interest rates and the value of financial instruments and other assets and liabilities and can impact our borrowers. Sudden changes in monetary policy, for example in response to high inflation, could lead to financial market volatility, increases in market interest rates, and a flattening or inversion of the yield curve. The continued protracted period of lower interest rates has resulted in lower revenue through lower net interest income, which has adversely affected our results of operations. Continued low U.S. interest rates, potentially resulting from a further extended period of accommodative monetary policy and/or an economic downturn could have a further adverse impact on us, including our net interest income and results of operations.
Changes to existing U.S. laws and regulatory policies and evolving priorities, including those related to financial regulation, taxation, international trade, fiscal policy, climate change (including required reduction of greenhouse gas emissions) and healthcare, may adversely impact U.S. or global economic activity and our customers', our counterparties' and our earnings and operations. For example, the expiration of pandemic-related government assistance in the U.S. could result in a reduction in economic activity and lead to a deterioration in households’ finances, particularly if consumers also continue to face high inflation. A slowdown in consumer demand could limit the ability of firms to pass on fast-rising costs for labor and other inputs, weighing on earnings and potentially leading to an equity market downturn. Significant fiscal policy changes and/or initiatives may also raise the federal debt, affect businesses and household after-tax incomes and increase uncertainty surrounding the formulation and direction of U.S. monetary policy and volatility of interest rates. A rise in U.S. interest rates could increase the likelihood of a more volatile and appreciating U.S. dollar. Changes, or proposed changes, to certain U.S. trade and international investment policies, particularly with important trading partners (including China and the EU) have in recent years negatively impacted financial markets. An escalation of tensions could lead to further measures that adversely affect financial markets, disrupt world trade and commerce and lead to trade retaliation, including through the use of tariffs, foreign exchange measures
or the large-scale sale of U.S. Treasury Bonds. Actions taken by other countries, particularly China, to restrict the activities of businesses, could also negatively affect financial markets.
Any of these developments could adversely affect our consumer and commercial businesses, our customers, our securities and derivatives portfolios, including the risk of lower re-investment rates within those portfolios, our level of charge-offs and provision for credit losses, the carrying value of our deferred tax assets, our capital levels, our liquidity and our results of operations. Additionally, the transition from IBORs and other benchmark rates to alternative reference rates (ARRs) could negatively impact markets globally and our business, and/or magnify any negative impact of the above referenced factors on our business, customers and results of operations.
Increased market volatility and adverse changes in 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 (significant or otherwise) 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, the value of our securities, trading assets and other financial instruments, the cost of debt capital and our access to credit markets, the value of assets under management (AUM), fee income relating to AUM, customer allocation of capital among investment alternatives, the volume of client activity in our trading operations, investment banking fees, the general profitability and risk level of the transactions in which we engage and 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 Reserve or a non-U.S. central bank changes or signals a change in monetary policy, market interest rates or credit spreads could be affected, which could adversely impact the value of such assets. Changes to fiscal policy, including expansion of U.S. federal deficit spending and resultant debt issuance, could also affect market interest rates. In addition, although some interest rates have begun to rise and elevated inflation could lead to further increases, the continued low interest rate environment has had and could continue to have a negative impact on our results of operations, including on future revenue and earnings growth. A flattening or inversion of the yield curve could also negatively impact our results of operations, including revenue and earnings.
We use various models and strategies to assess and control our market risk exposures, but those are subject to inherent limitations. 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 assumptions or algorithms 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.
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We may incur losses if asset values decline, including due to changes in interest rates and prepayment speeds.
We have a large portfolio of financial instruments, including loans and loan commitments, securities financing agreements, asset-backed secured financings, derivative assets and liabilities, debt securities, marketable equity securities and certain other assets and liabilities that we measure at fair value that are subject to valuation and impairment assessments. We determine these values 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, unless we have effectively hedged our exposures. Increases in interest rates may result in a decrease in residential mortgage loan originations and could impact the origination of corporate debt. In addition, increases in interest rates or changes in spreads may adversely impact the fair value of debt securities and, accordingly, for debt securities classified as available for sale, may adversely affect accumulated other comprehensive income and, thus, capital levels. These market moves also may adversely impact the value of debt securities we hold to meet regulatory liquidity requirements. Decreases in interest rates may increase prepayment speeds of certain assets, and, therefore, may adversely affect net interest income.
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 or indices. 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 (RWA), which requires us to maintain additional capital and increases our funding costs. Values of AUM also impact revenues in our wealth management and related advisory businesses for asset-based management and performance fees. Declines in values of AUM can result in lower fees earned for managing such assets.
Liquidity
If we are unable to access the capital markets or 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. We also engage in asset securitization transactions, including with the 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 (including as a result of 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, or changes in regulations, guidance or GSE status that impact our funding avenues or ability to access certain funding sources. Additionally, our liquidity may be negatively impacted by the unwillingness or inability of the Federal Reserve to act as lender of last resort, unexpected simultaneous draws on lines of credit, slower customer payment rates, restricted access to the assets of prime brokerage clients, the withdrawal of or failure to attract customer deposits or invested funds (which could result from customer attrition for higher yields, the desire for more conservative alternatives, changes in customer behavior or our customers’ increased need for cash), increased regulatory liquidity, capital and margin requirements for our U.S. or international banks and their nonbank subsidiaries, which could result in the inability to transfer liquidity internally and inefficient funding, changes in patterns of intraday liquidity usage resulting from a counterparty or technology failure or other idiosyncratic event or failure or default by a significant market participant or third party (including clearing agents, custodians, central banks or central counterparties (CCPs)). These factors also have the potential to increase our borrowing costs and negatively impact our liquidity.
Several of these factors may arise due to circumstances beyond our control, such as general market volatility, disruption, shock or stress, the emergence or continuation of widespread health emergencies or pandemics, Federal Reserve policy decisions (including fluctuations in interest rates or Federal Reserve balance sheet composition), negative views or loss of confidence about the Corporation (including short- and long-term business prospects) or the financial services industry generally or due to a specific news event, changes in the regulatory environment or governmental fiscal or monetary policies, 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, unforeseen outflows of cash, the need to draw on liquidity facilities, the reduction of financing balances and the loss of equity secured funding, debt repurchases to support the secondary market or meet client requests, the need for additional funding for commitments and contingencies and unexpected collateral calls, among other things, the result of which could be increased costs, a liquidity shortfall and/or impact on our liquidity coverage ratio.
Our liquidity and cost of obtaining funding is directly related to prevailing market conditions, including changes in interest and currency exchange rates, significant fluctuations in equity and futures prices, lower trading volumes and prices of securitized products and our credit spreads. Credit spreads reflect the published credit ratings, or other assessments of credit risk and relative value by market participants, of the Corporation and represent the risk premiums that our funding providers demand in excess of a benchmark interest rate, for example, U.S. Treasury securities rates. Increases in interest rates and our credit spreads can increase the cost of our 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, including changes in our credit ratings. Changes to interest rates and our credit spreads occur continuously and may be unpredictable and highly volatile. We may also experience spread compression as a result of offering higher than expected deposit rates in order to attract and maintain deposits due to increased marketplace rate competition. Additionally, concentrations within our funding
Bank of America 10


profile, such as maturities, currencies or counterparties, can reduce our funding efficiency.
Reduction in our credit ratings could significantly limit our access to funding or the capital markets, increase 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 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 financial strength, performance, prospects and operations and factors not under our control, such as the macroeconomic and geopolitical environment, including any continued macroeconomic stress caused by the pandemic, or changes the rating agencies may make to the methodologies they use to determine our ratings.
Rating agencies could make adjustments to our credit ratings at any time, and there can be no assurance as to whether or when any downgrades could 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, or bank or broker-dealer subsidiaries, were downgraded by one or more levels, we may experience loss of access to short-term funding sources such as repo financing, and/or incur increased cost of funds and increased collateral requirements. 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.
Bank of America Corporation is a holding company, is dependent on its subsidiaries for liquidity and may be restricted from transferring funds from subsidiaries.
Bank of America Corporation, as the parent company, is a separate and distinct legal entity from our bank 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, which could result in adverse liquidity events. The parent company depends on dividends, distributions, loans and other payments from our bank 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. Any inability of our subsidiaries to pay dividends or make payments to us may adversely affect our cash flow and financial condition.
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, minimum regulatory capital and liquidity requirements and 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 parent 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.
Our liquidity and financial condition, and the ability to pay dividends to shareholders and to pay obligations could be materially adversely affected in the event of a resolution.
Bank of America Corporation, our parent holding company, is required to periodically 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 point of entry” strategy. This strategy provides that only the parent holding company would file for bankruptcy 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 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 return capital to shareholders, including through the payment of dividends and repurchase of the Corporation’s common stock, and meet our payment obligations.
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. We could also be required to take certain actions that could impose operating costs and could potentially result in the divestiture of certain assets or restructuring of businesses and subsidiaries.
Additionally, 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
11 Bank of America


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 point of entry” 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.
To the extent that the Corporation is resolved under the U.S. Bankruptcy Code or the FDIC’s orderly liquidation authority, third-party creditors of the Corporation’s subsidiaries may receive significant or full recoveries on their claims while security holders of Bank of America Corporation could face significant or complete losses.
Credit
Economic or market disruptions and insufficient credit loss reserves may result in a higher provision for credit losses.
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. Deterioration in the financial condition of our consumer and commercial borrowers, counterparties or underlying collateral could adversely affect our financial condition and results of operations.
Our credit portfolios may be impacted by global and U.S. macroeconomic and market conditions, events and disruptions, including declines in GDP, consumer spending or property values, asset price corrections, increasing consumer and corporate leverage, increases in corporate bond spreads, rising or elevated unemployment levels, rising or elevated inflation, fluctuations in foreign exchange or interest rates, as well as widespread health emergencies or pandemics, extreme weather events and the impacts of climate change and domestic and global efforts to transition to a low-carbon economy. Significant economic or market stresses and disruptions typically have a negative impact on the business environment and financial markets, which could impact the underlying credit quality of our borrowers, counterparties and assets. Property value declines or asset price corrections could increase the risk of borrowers or counterparties defaulting or becoming delinquent in their obligations to us, and could decrease the value of the collateral we hold, which could increase credit losses. Credit risk could also be magnified by lending to leveraged borrowers or declining asset prices, including property or collateral values, unrelated to macroeconomic stress. Simultaneous drawdowns on lines of credit and/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. Increased delinquency and default rates could adversely affect our credit portfolios, including consumer credit card, home equity and residential mortgage portfolios through increased charge-offs and provisions for credit losses.
Although macroeconomic conditions have improved during 2021 in comparison to 2020, the pandemic and the related impacts of inflationary conditions, high input costs and supply chain disruptions, unemployment or labor shortages and the expiration of pandemic-related government benefits and programs could negatively impact the ability of consumer and
commercial borrowers or counterparties to meet their financial obligations. Additionally, the pandemic continues to impact the economy and certain sectors remain at risk (e.g., travel and entertainment, as well as commercial real estate office exposure). To the extent the pandemic worsens, as a result of new variants or otherwise, resulting in restrictions on economic activity or other negative impacts on the macroeconomic environment, our credit portfolio and allowance for credit losses could be adversely impacted.
We establish an allowance for credit losses, which includes the allowance for loan and lease losses and the reserve for unfunded lending commitments, based on management's best estimate of lifetime expected credit losses inherent in our relevant financial assets. The process to determine the allowance for credit losses uses models and assumptions that require us to make difficult and complex judgments that are often interrelated. This includes forecasting how borrowers or counterparties will perform in changing and unprecedented economic conditions, such as predicting developments in public health and fiscal policy related to the pandemic. 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 estimates. There is also the possibility that we have failed or will fail to accurately identify the appropriate economic indicators or accurately estimate their impacts to our borrowers or counterparties, which similarly could impact the accuracy of our loss forecasts and allowance estimates.
If the models, estimates and assumptions we use to establish reserves or the judgments we make in extending credit to our borrowers or counterparties, which are more sensitive due to the current macroeconomic environment, including as a result of the uncertainty regarding the magnitude and duration of the pandemic, prove inaccurate in predicting future events, we may suffer unexpected losses. In addition, changes to external factors can negatively impact our recognition of credit losses in our portfolios and allowance for credit losses.
The allowance for credit losses is our best estimate of expected credit losses; however, there is no guarantee that it will be sufficient to address credit losses, particularly if the economic outlook deteriorates significantly and quickly. In such an event, we may increase our allowance which would reduce our earnings. Additionally, to the extent that economic conditions worsen as a result of COVID-19 or otherwise, impacting our consumer and commercial borrowers, counterparties or underlying collateral, and credit losses are worse than expected, we may increase our provision for credit losses, which could have an adverse effect on our results of operations and could negatively impact our financial condition.
Our concentrations of credit risk could adversely affect our credit losses, results of operations and financial condition.
In the ordinary course of our business, we may be subject to concentrations of credit risk because of a common characteristic or common sensitivity to economic, financial, public health or business developments. For example, concentrations of credit risk may reside in a particular industry, geography, product, asset class, counterparty or within any pool of exposures with a common risk characteristic. A deterioration in the financial condition or prospects of a particular industry, geographic location, product or asset class, or a failure or downgrade of, or default by, any particular entity or group of entities could negatively affect our businesses, and it is possible our limits and credit monitoring exposure controls will not function as anticipated.
Bank of America 12


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, predominantly comprised of broker-dealers, commercial banks, investment banks, insurers, mutual funds, hedge funds, central clearing counterparties and other institutional clients, resulting in significant credit concentration with respect to these industries. Financial services institutions and other counterparties are inter-related because of trading, funding, clearing or other relationships. As a result, defaults by one or more counterparties, or 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, which may occur as a result of events that impact the value of the collateral, such as an asset price correction or fraud. 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.
Our commercial portfolios include exposures to certain industries, including asset managers and funds, real estate, finance companies and capital goods. Economic weaknesses, sustained elevated inflation, 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 down the value of certain assets. Additionally, we could experience continued and long-term negative impacts to our commercial credit exposure and an increase in credit losses within those industries that continue to be disproportionately impacted by COVID-19 or are permanently impacted by a change in consumer preferences resulting from COVID-19 (e.g., travel and entertainment, as well as commercial real estate office exposure) or other industry disruptions.
Furthermore, we have concentrations of credit risk with respect to our consumer real estate, auto, consumer credit card and commercial real estate portfolios, which represent a significant percentage of our overall credit portfolio. The U.S. has experienced a meaningful increase in property prices over the past year and a decrease in home price valuations or commercial real estate valuations in certain markets where we have large concentrations, as well as more broadly within the U.S. or globally, could result in increased servicing expenses, defaults, delinquencies or credit losses. In particular, the impact of climate change, such as rising average global temperatures and rising sea levels, and the increasing frequency and severity of extreme weather events and natural disasters such as droughts, floods, wildfires and hurricanes could negatively impact collateral, the valuations of home prices or commercial real estate or our customers’ ability and/or willingness to pay fees, outstanding loans or afford new products. This could also cause insurability risk and/or increased insurance costs to customers.
We also enter into transactions with sovereign nations, U.S. states and municipalities. Unfavorable economic or political conditions, disruptions to capital markets, currency fluctuations, changes in oil prices, social instability and changes in government or monetary policies could adversely impact the operating budgets or credit ratings of these government entities and expose us to credit and liquidity risk.
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 RWA.
We may be adversely affected if the U.S. housing market weakens or home prices decline.
Although the U.S. has experienced a meaningful increase in home prices in 2021, we remain conscious of geographic markets where housing price growth has increased significantly that could be vulnerable to declines in future periods and may negatively impact the demand and underlying collateral 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, both of which may be adversely affected by rising interest rates. Any downturn in the condition of the U.S. housing market, similar to the 2008 financial crisis or otherwise, could result 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, negatively affect our representations and warranties exposures, and adversely affect 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 that 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. Certain OTC derivative contracts and other trading agreements provide that upon the occurrence of certain specified events, such as a change in the credit rating of the Corporation or one or more of its affiliates, we may be required to provide additional collateral or take other remedial actions and could experience increased difficulty obtaining funding or hedging risks. In some cases our counterparties may have the right to terminate or otherwise diminish our rights under these contracts or agreements.
We are also a member of various central counterparties (CCPs), in part 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 the CCP defaults on its obligations, we may be required to pay a portion of any losses incurred by the CCP as a result of that default. A CCP may modify, in its discretion, the margin we are required to post, which could mean unexpected and increased exposure to the CCP. As a clearing member, we are exposed to the risk of non-performance by our clients for which we clear transactions, which may not be covered by
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available collateral. Additionally, default by a significant market participant may result in further risk and potential losses.
Geopolitical
We are subject to numerous political, economic, market, reputational, operational, compliance, legal, regulatory and other risks in the jurisdictions in which we operate.
We do business throughout the world, including in emerging markets. Economic or geopolitical stress in one or more countries could have a negative impact regionally or globally, resulting in, among other things, market volatility, reduced market value and economic output. Our liquidity and credit risk could be adversely impacted by and our businesses and revenues derived from non-U.S. jurisdictions are subject to risk of loss from financial, social or judicial instability, changes in government leadership, including as a result of electoral outcomes or otherwise, changes in governmental policies or policies of central banks, expropriation, nationalization and/or confiscation of assets, price controls, high inflation, natural disasters, the emergence or continuation of widespread health emergencies or pandemics, capital controls, currency re-denomination risk from a country exiting the EU or otherwise, currency fluctuations, foreign exchange controls or movements (caused by devaluation or de-pegging), unfavorable political and diplomatic developments, oil price fluctuations and changes in legislation. These risks are especially elevated in emerging markets. Additionally, continued tensions between the U.S. and important trading partners, particularly China, may result in sanctions, further tariff increases or other restrictive actions on cross-border trade, investment, and transfer of information technology that weigh on trade volumes, raise costs for producers, and adversely affect our businesses and revenues, as well as our customers and counterparties.
A number of non-U.S. jurisdictions in which we do business have been or may be negatively impacted by slowing growth or recessionary conditions, market volatility and/or political or civil unrest. The ongoing pandemic had a severe negative impact on global GDP, and despite significant progress in 2021, it appears that the global economy faces an uncertain and uneven recovery ahead. While the U.S. and numerous other countries have recovered to pre-pandemic levels of output, many countries and areas within countries are recovering more slowly. Economic weakness may prove persistent in many countries and regions, including certain regions of Europe, Japan and numerous emerging markets. Moreover, economic activity remains vulnerable to ongoing public health uncertainties with respect to the pandemic, and a number of countries are still imposing significant restrictions on residents and businesses. Global supply chain disruptions, labor shortages, wage pressures and elevated inflation in many countries pose further challenges, especially in the form of volatility in financial markets. Additionally, foreign exchange rates against the U.S. dollar are at risk of significant depreciation as the Federal Reserve raises interest rates.
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. 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 adversely impact us.
As a result of the pandemic and fiscal policy responses to it, including the increased purchase of government bonds and other financial assets by central banks, government debt levels have increased significantly raising the risk of volatility, significant valuation changes, political tensions among EU members regarding fiscal policy or defaults on or devaluation of sovereign debt, which could expose us to substantial losses.
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 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 result in increased expenses and changes to our organizational structure and adversely affect our businesses and results of operations in that market, as well as our reputation in general.
In connection with the U.K.’s exit from the EU, we are now subject to different laws and regulations, which are expected to diverge further over time, and are subject to the oversight of additional regulatory authorities. As political and regulatory environments evolve, further changes to the legal and regulatory framework under which our subsidiaries provide products and services in the U.K. and in the EU may result in additional compliance costs and have negative tax consequences or an adverse impact on our results of operations.
In addition to non-U.S. legislation, our international operations are also subject to U.S. legal requirements, which subjects us to operational and compliance costs and risks. For example, our operations are subject to U.S. and non-U.S. laws and regulations relating to bribery and corruption, anti-money laundering, and economic sanctions, which can vary by jurisdiction. The increasing speed and novel ways in which funds circulate could make it more challenging to track the movement of funds and heighten financial crimes risk. Our ability to comply with these legal requirements depends on our ability to continually improve surveillance, detection and reporting and analytic 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 weaken the U.S. dollar, cause market volatility, negatively impact the global economy and banking system and adversely affect our financial condition, including our liquidity. Additionally, changes in fiscal, monetary or regulatory policy, including as a result of labor shortages, wage pressures, supply chain disruptions and higher inflation, could increase our compliance costs and adversely affect our business operations, organizational structure and results of operations. We are also subject to geopolitical risks, including economic sanctions, acts or threats of international or domestic terrorism, actions taken by the U.S. or other governments in response thereto, state-sponsored cyberattacks or campaigns, civil unrest and/or military conflicts, which could adversely affect business and economic conditions abroad and in the U.S. For example, escalating military tensions between Russia and Ukraine could result in regional instability and adversely impact
Bank of America 14


commodity and other financial markets as well as economic conditions, especially in Europe. Additionally, this could magnify inflationary pressure resulting from the pandemic and extend any prolonged period of higher inflation.
Business Operations
A failure in or breach of our operationaloperations or securityinformation systems, or infrastructure or business continuity plans, or those of third parties or the financial services industry, could disrupt our critical business operations and customer services, result in additional risk exposures, andcause disruptions, adversely impact our businesses, results of operations and financial condition, and cause legal or reputational harm.
The potential for operationalOperational risk exposure exists throughout our organization and as a result of our extensive interactions with, and reliance on, third parties (including their downstream service providers) and the financial services industry, infrastructure.including the processing and reporting of a large number of transactions in many currencies and jurisdictions. Our operationaloperations and securityinformation systems, which comprise the hardware, software, infrastructure, including our computerbackup systems emerging technologies, data management and internal processes, as well as thoseother technology which we own or use to collect, process, maintain, use, share, disseminate or dispose of third parties,information, are integral to the performance of our performance. We also rely onbusinesses.
Our operations and information systems and components thereof, and those of our employees and third parties, (including downstream service providers)have been, and in our day-to-day and ongoing operations, who may, as a result of human error, misconduct (including errors in judgment, malice, fraudulent activity and/or engaging in violations of applicable policies, laws, rules or procedures), malfeasance or a failure or breach of systems or infrastructure cause disruptions to our organization and expose us to operational losses, regulatory risk and reputational harm. The Corporation’s and third parties’ inability to properly introduce, deploy and manage changes to internal financial and governance processes, existing products, services and technology, as well as new product innovations and technologythe future could also result in additional operational and regulatory risk.
Additionally, our financial, accounting, data processing and transmission, storage, backup or other operating or security systems and infrastructure, or those of third parties with whom we interact or upon whom we rely, may be, ineffective or 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, whichcontrol. Such events have adversely affected, and in the future could adversely affect, physical site access of our operations, our ability to process transactions, provide services and perform other operations. Short-term or provide services. We could also experience prolonged computer and network outages resulting in disruptions to our critical business operations and customer services are possible due to computer, telecommunications, network, utility, electronic or physical infrastructure outages, including from abuse or failure of our electronic trading and algorithmic platforms. We may experience suddenplatforms, significant unplanned increases in customer transaction volume or electrical, telecommunications or other major physical infrastructure outages,transactions, fraudulent transactions, newly identified vulnerabilities in key hardware orand software, failure of aging
infrastructure andor manual processes, technology project implementation challenges which could result inand supply chain disruptions. Operational disruptions and prolonged operational outages. Climate change is increasing the frequency and severity ofoutages could also result from events arising from natural disasters, including acute and chronic weather events, such as earthquakes, wildfires, tornadoes, hurricanes and floods, some of which could result in increased exposure to operational risks, including outages. Additionally, events arising fromare happening with more frequency and severity, and earthquakes, as well as local or larger scale political or social matters, including civil unrest, and terrorist acts could result in operational disruptions and prolonged operational outages.military conflict.
We continue to execute our business continuity plans due to the pandemic and will likely continue to be subject to heightened operational risks to the extent that the pandemic persists. We also continue to have greater reliance on our and our third parties’ remote access tools and technology, and employees’ personal systems and increased data utilization and be increasingly dependentdependence upon our information technology infrastructuresystems to operate our
businesses remotely, due to the increased numberincluding as a result of employees who work from home and evolving customer preferences, includingwhich has led to increased reliance on digital banking and other digital
services provided by our businesses. Effective management of our business continuity increasingly depends on the security, reliability and adequacy of such systems.
We also continue to be at risk of business disruptionsrely on our employees, representatives and third parties in our day-to-day operations, who may, due to illness, and unavailability, as the pandemic persists, including from the emergence or continuation of health emergencies or pandemics, human error, misconduct (including errors in judgment, malice, fraud or illegal activity), malfeasance or a failure or breach of information systems, cause disruptions to our organization and expose us to operational losses, regulatory risk and reputational harm. Our and our third parties’ inability to properly introduce, deploy and manage operational changes, including with regard to internal financial and governance processes, existing products, services and technology, and new variants, particularly if they are more transmissible and/or severe.product innovations and technology, could also result in additional operational and regulatory risk.
Regardless of the measures we have taken to implement training, procedures, backup systems and other safeguards to support our operations and bolster our operational resilience, our ability to conduct business may be adversely affected by any significant disruptions to us or to third parties (including their downstream service providers) with whom we interact or upon whom we rely, including localized or systemic cyber events that result in systeminformation systems outages and unavailability of part or all of the internet, cloud services and/or the financial services industry infrastructure (including electronic trading and algorithmic platforms and critical banking activities). Our ability to implement backup systems and other safeguards with respect to third-party systems and the financial services industry infrastructure is more limited than with respect to our own systems. Weakness in our third parties’ processes or controls could impact our ability to deliver products or services to our clients and expose us to compliance and operational risks.
Furthermore, to the extentThere can be no assurance that our business continuity and information security response plans will effectively mitigate our operational risks. Any backup systems are available and utilized, theyor manual processes may not process data accurately and/or as quickly or effectively as our primary systems, and some data might not have been backed up. Additionally, the speed in which we are able to remediate any failure or disruption of our operations and/or information systems may vary across jurisdictions. We regularly update the information systems on which we rely on to support our operations and growth andas part of our efforts to remain compliantcomply with all applicable laws, rules and regulations globally. This updating entails significant costs and creates risks associated with implementing new or modified information systems and integrating them with existing ones,information systems, including business interruptions.
A failure or breach of our operational or securityour third parties’ operations or information systems or infrastructure or business continuity plans resulting in disruption to our critical
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business operations and customer services, and/ora failure to identify andor effectively respond to operational risks in a timely manner and/or a failure to continue to deliver our services through an operational disruption could impact the confidentiality, integrity or availability of data and expose us to a number of risks, including market abuse, customer attrition, regulatory, market, privacy and liquidity risk, and adversely impact our results of operations and financial condition as well asand cause legal, regulatory or reputational harm.
A cyberattack,The Corporation and third parties with whom we interact and/or on whom we rely, are subject to cybersecurity incidents, information orand security breach, or abreaches, and technology failure of ours or of a third partyfailures that have and in the future could adversely affect our ability to conduct our business, manage our exposure to risk,businesses, result in the misuse, destruction or disclosure of information, damage our reputation, increase our regulatory and legal risks, result in additional costs or financial losses and/or misuseotherwise adversely impact our businesses and results of information and/or fraudulent activity and increase our operational and security systems and critical infrastructure costs.operations.
Our business is highly dependent on the security, controls and efficacy of our infrastructure, computerinformation systems, and data managementthe information systems as well as those of our customers, suppliers, counterparties and other third parties, (including their downstream service providers) the financial services industry and financial data aggregators with whom we interact, on whom we rely or who have access to our customers' personal or account information. Our business reliesWe rely on effective access management and the secure collection, processing, transmission, storagemaintenance, use, sharing, dissemination and retrievaldisposition of confidential, proprietary, personally identifiable and other information in our computer and data management systemsour third parties’ information systems. Our cybersecurity risk and networks,exposure remains heightened because of, among other things, our prominent size and scale, high-profile brand, geographic footprint and international presence and role in the computerfinancial services industry and the broader economy. The proliferation of third-party financial data management systemsaggregators and networksemerging technologies, including our and our third parties’ use of third parties. In addition, to remotely accessautomation, artificial intelligence (AI) and robotics, increases our network, productscybersecurity risks and services, our employees, customers, suppliers, counterparties and other third parties increasingly use personal mobile devices or computing devices that are outside of our
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network and control environments and are subject to their own cybersecurity risks.exposure.
We, our employees, customers, regulators and third parties (including providers of products and services) are regularly the targetongoing targets of an increasing number of cybercybersecurity threats and attackscyberattacks. The tactics, techniques and will continue to be. Cyber threats and techniquesprocedures used in cyberattacks are pervasive, sophisticated rapidly evolving, difficultand designed to prevent and includeevade security measures, including computer viruses, malicious or destructive code (such as ransomware), social engineering (including phishing, vishing and smishing), denial of service or information or other security breach tactics that have and in the future could result in disruptions to our businesses and operations and the loss of funds, of the Corporationincluding from attempts to defraud us and/or its clientsour customers, and impact the unauthorized release, gathering, monitoring, misuse, lossconfidentiality, integrity or destruction or theftavailability of confidential, proprietary and otherour information, including intellectual property, or that of ours, our employees, our customers or ofand third parties. Cybersecurity risks have also significantly increased in recent years in part due to theCyberattacks are carried out on a worldwide scale and by a growing number and increasingly sophisticated activities of malicious cyber actors, including organized crime groups, hackers, terrorist organizations, extremist parties, hostile foreign governments, and state-sponsored actors, in some instances acting to promote political ends responding to policies and/or actions of the U.S. government. We are also subject to cyberattacks byactivists, disgruntled employees activists and other third parties,persons or entities, including those involved in corporate espionage.
Cybersecurity threats and the tactics, techniques and procedures used in cyberattacks change, develop and evolve rapidly, including from emerging technologies, such as AI, machine learning and quantum computing. Despite substantial efforts to protect the integrity and resilience of our information systems and implement controls, processes, policies, employee training and other protective measures, we are not able to anticipate and/or detect all cybersecurity threats and incidents and/or develop or implement effective preventive or defensive measures designed to prevent, respond to or mitigate all cybersecurity threats and incidents. Internal access
management failures could impact the confidentiality, integrity or availability of data. Additionally, the failure of our employees to exercise sound judgment and vigilance when targeted with social engineering or other cyberattacks increases our vulnerability.
Our cybersecurity risk from and exposure remains heightened because of, among other things,to cybersecurity threats and incidents, information and security breaches and technology failures continues to increase due to the evolving natureacceptance and pervasiveness of cyber threats, our prominent size and scale, our high-profile brand, our geographic footprint and international presence and our role in the financial services industry and the broader economy. The financial services industry, including the Corporation, is particularly at risk because of the use of and reliance on digital banking and other digital products and services, including mobile banking products, such as mobile payments, and other web- and cloud-based products and applications and the development of additional remote connectivity solutions, which increase cybersecurity risks and exposure. Acceptance and use of such digital banking products and services has substantially increased since the onset of the pandemic. Additionally, the proliferation of third-party financial data aggregators and emerging technologies, including our use of automation, artificial intelligence (AI) and robotics, increase our cybersecurity risks and exposure.
We continue to execute our business continuity plans due to the pandemic. Accordingly, our risk and exposure to cyberattacks and security breaches remain magnified due to our continued reliance on remote access tools and technology, resulting inwhich have increased our reliance on virtual/virtual or digital interactions and a larger number of access points to our networksinformation systems that must be secured. This increased risk of unauthorized access to our networkssecured, and results in greater amounts of information being available for access, including from employees’ personal devices over which we do not have the same controls as we do when a larger employee population is working from our offices.access. Greater demand on our information technology infrastructuresystems and security tools and processes will likely continue as the pandemic persists and may be experienced permanently.continue.
We also face indirectsignificant third-party technology, cybersecurity and operational risks relating to the large number of customers clients and other third parties (including their downstream service providers) and the financial services industry with whom we do business, the financial services industry, upon whom we rely to facilitate or enable our business activities or upon whom our customers rely. Other indirect risks relate torely, including the secure collection, processing, maintenance, use, sharing, dissemination and disposition of customer and other sensitive information, providers of products and/or services, financial counterparties,
financial data aggregators, financial intermediaries, such as clearing agents, exchanges and clearing houses, regulators, providers of criticaloutsourced infrastructure, such as internet access, cloud service providers and electrical power, and retailers for whom we process transactions. Such third-party information systems extend beyond our security and control systems, and such third parties have varying levels of security and cybersecurity resources, expertise, safeguards, controls and capabilities. Threat actors may actively seek to exploit security and cybersecurity weaknesses at our third parties and the relationships of our third parties with us may increase the risk that they are targeted by the same threats we face, and such third parties may be less prepared for such threats. We are also at additional risk resulting from critical third-party information security and open-source software vulnerabilities.
Additionally, we have exposure to cyber threats as a result of We must rely on our continuous transmission of sensitive information to, and storage of such information by, third parties including providers of products and/or services,to adequately detect and regulators, the outsourcing of some of our business operations,promptly report cybersecurity incidents, and system and customer account updates and conversions. Further, any such event may not be disclosedtheir failure to us in a timely manner. Similarly, any failure, cyberattack or other information or security breach that significantly degrades, deletes or compromises our systems or datado so could adversely impact third parties, counterparties and the critical infrastructure of the financial services industry.affect our ability to report or respond to cybersecurity incidents effectively or timely.
As a result ofDue to increasing consolidation, interdependence and complexity of financial entities and technology and information systems, a technology failure, cyberattackcybersecurity threat or otherincident, information or security vulnerability,breach or technology failure or breach that significantly exposes, degrades, deletesdestroys or compromises the information systems or datainformation of one or more financial entities or third parties (or their downstream service providers) could have a materialadversely impact on us our counterparties or other market participants and ultimately have an adverse impact on financial stability in the U.S. and/or globally. This consolidation, interconnectivity and complexity increasesincrease the risk of operational failure on both individual and industry-wide bases,loss, as disparate systems need to be integrated, often on an accelerated basis.
Cyber threats and the techniques used in cyberattacks change rapidly. Despite substantial efforts to protect the integrity and resilience of our systems and implement controls, processes, policies and other protective measures, we may not be able to anticipate Similarly, any cybersecurity threat or detect cyberattacks orincident, information or security breachesbreach or technology failure that significantly exposes, degrades, destroys or compromises our information systems or information could adversely impact third parties and implement effective preventivethe critical infrastructure of the financial services industry, thereby creating additional risk for us.
Cybersecurity incidents or defensive measures to address or mitigate such attacks or breaches. Even the most advanced internal control environment is vulnerable to compromise. Internal access management failures could result in the compromise or unauthorized exposure of confidential data.
Cyberattacksinformation or security breaches could persist for an extended period of time before being detected. It could take considerabledetected, and it often takes additional time for us to determine the scope, extent, amount and type of impact, including information altered, destroyed or otherwise compromised, atfollowing which time the impact on the Corporation and measures to recover and restore to a business-as-usual state may be difficult to assess. As cyber threatsWe have spent and expect to continue to evolve, we may be required to expendspend significant additional money and resources to modify orand enhance
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our protective measures, investigate and remediate any information security, software orand network vulnerabilities, orand defend against, detect and respond to cybersecurity threats and incidents whether specific to us, a third party, the industry or businesses in general, and developenhance our capabilities to respond and recover. As a result, increasing resources to develop
While we and enhance our controls, processesthird parties have experienced cybersecurity incidents, information and practices designed to protect our systems, workstations, intellectual propertysecurity breaches and proprietary information, software, data and networkstechnology failures, as well as adverse impacts from attack, damage or unauthorized access, remains a critical priority.
Although to datesuch events, including as described in this risk factor, we have not experienced any material losses or other material consequences relating to technology failure, cyberattacks or othercybersecurity incidents, information or security breaches or technology failures, whether directed at us or our third parties,parties. However, we expect to continue to experience such events and impacts with increased frequency and severity due to the evolving threat environment, and there can be no assurance that future cybersecurity incidents, information and security breaches and technology failures, including as a result of cybersecurity incidents, information and security breaches and technology failures experienced by our controls and procedures in place to monitor
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and mitigate the risks of cyber threats, including the remediation of critical information security and software vulnerabilities, will be sufficient and/or timely and that wethird parties, will not sufferhave a material lossesadverse impact on us, including our businesses, results of operations and financial condition.
Any future cybersecurity incident, information or consequences in the future. Successful penetrationsecurity breach or circumvention of system securitytechnology failure suffered by us or our third parties could result in negative consequences,disruption to our day-to-day business activities, an inability to effect transactions, execute trades, service our customers, manage our exposure to risk, expand our businesses, detect and prevent fraudulent or unauthorized transactions, including transactions impacting our customers, maintain information systems access and business operations and customer services, in the U.S. and/or globally. Additionally, we could experience the loss of customers and business opportunities, the withdrawal of customer deposits, the misappropriation, alteration or destruction of our or our third parties’ intellectual property proprietary information or confidential information, and/the unauthorized access to or the confidential, proprietarytemporary or permanent loss or theft of personally identifiable information, including of certain parties, such as our employees customers, providers of products and services, counterparties and other third parties, or damage to their computers or systems. Also, any technology failure, cyberattack, successful penetration or circumvention of our networks and systems or other information or security breach, termination or constraint of any third party (including their downstream service providers), the financial services industry infrastructure or financial data aggregators, 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, result in fraudulent or unauthorized transactions or cause prolonged computer and network outages resulting in material disruptions to our or our customers’ or other third parties’ network access or critical business operations and customer services, in the U.S. and/or globally.
Cyberattacks or other information or security breaches, whether directed at us or third parties, may result incustomers, significant lost revenue, give rise to losses and claims brought by third parties, violations of applicable privacy, cybersecurity and other laws, rules and regulations, litigation exposure, economic sanctions, enforcement actions, government fines, penalties or intervention and other negative consequences. Furthermore, the public perception that a cyberattack 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 and/or result in the loss of confidence in our security measures. Additionally, our failure to communicate cyber incidents appropriately to relevant parties could result in regulatory, privacy, operational and reputational risk. Although 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. CyberattacksIn addition, in the case of any cybersecurity incident, information or othersecurity breach or technology failure arising from third-party systems impacting us, any third-party indemnification may not be applicable or sufficient to address the impact of such cybersecurity incidents, information or security breaches could also result in a violationor technology failures, including monetary losses of applicable privacy and other laws in the U.S. and abroad, reimbursement or other compensatory costs, additional compliance costs, and our internal controls or disclosure controls being rendered ineffective.Corporation. The occurrence of any of thesethe events described above could adversely impact our businesses, results of operations, liquidity and financial condition.condition, as well as cause reputational harm, whether such events are actual or perceived.
Failure to satisfy our obligations as servicer for residential mortgage securitizations, loans owned by other entities and other related losses we could incur as servicer, could adversely impact our reputation, servicing costs or results of operations.
We and our legacy companies service mortgage 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, weWe may also 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 was found to have occurred, it may harm our reputation, increase our servicing costs or losses due to potential indemnification obligations, result in litigation or regulatory action or adversely impact our results of
operations. Additionally, with respect to foreclosures we may incurresult in costs, litigation 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 and relationship among the GSEs could adversely impact our business.
We rely on the GSEs to guarantee or purchase mortgage loans that meet their conforming loan requirements. During 2021,2023, we sold approximately $3.2$3.1 billion of loans to GSEs, primarily Freddie Mac (FHLMC). FHLMC and Fannie Mae (FNMA) are currently in conservatorship, with their primary regulator, the Federal Housing Finance Agency (FHFA) acting as conservator. In September 2019, the Treasury Department published a proposal to recapitalize FHLMC and FNMA and remove them from conservatorship as well asand reduce their role in the marketplace. Consistent with this proposal, inIn January 2021, the Treasury Department further amended the agreement that governs the conservatorship of FHLMC and FNMA and delineated the continued objective to remove the GSEs from conservatorship. However, we cannot predict the future prospects of the GSEs, timing of the recapitalization or release from conservatorship, or content of legislative or rulemaking proposals regarding the future status of the GSEs in the housing market. Additionally, ifIf the GSEs were to take a reduced role in the marketplace, including by limiting the mortgage products they offer, we could be required to seek alternative funding sources, retain additional loans on our balance sheet, secure funding through the Federal Home Loan Bank system, or securitize the loans through Private Label Securitization. Accordingly, uncertaintySecuritization, which could increase our cost of funds related to the origination of new mortgage loans, increase credit risk and/or impact our capacity to originate new mortgage loans. Uncertainty regarding their future and the mortgage-backed securitiesMBS they guarantee continues to exist for the foreseeable future.
Any of these These developments could adversely affect the value of our securities portfolios, capital levels, 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 and consistently identify, measure, monitor, report and control the key types of risk to which we are subject, including strategic, credit, legal, climate, market, liquidity, compliance, operational and reputational risks. Risks also may span across multiple key risk types, including cybersecurity risk, climate risk and legal risk. While we employ a broad and diversified set of controls and risk mitigation techniques, including modeling and forecasting, hedging strategies and techniques that seek to balance our ability to profit from trading positions with our exposure to potential losses, our ability to control and mitigate risks that result in losses is inherently limited by our ability to identify and measure all risks, including emerging and unknown risks, anticipate the timing and impact of risks, apply effective hedging strategies, make correct assumptions, manage and aggregate data correctly and efficiently, identify changes in markets or client behaviors not yet inherent in historical data and develop risk management models and forecasts to assess and control risk.
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Our ability to manage risk is dependent on our ability to consistently execute all elements of our risk management program, and develop and maintain a culture of managing risk well throughout the Corporation and manage risks associated with third parties, (including their downstream service providers), including providers of products and/or services, to enableallow for effective risk management and ensurehelp confirm that risks are appropriately considered, evaluated and responded to in a timely manner. Uncertain economic and geopolitical conditions, health emergencies and pandemics, heightened
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legislative and regulatory scrutiny of and change within the financial services industry, the pace of technological changes, accounting, tax and market developments, the failure of employees, representatives and third parties to comply with our policies and Risk Framework and the overall complexity of our operations, among other developments, have in the past and may in the future result in a heightened level of risk, for us. We have experienced increasedincluding operational, reputational and compliance risk as a result of the need to rapidly implement multiple and varying pandemic relief programs, such as PPP and the processing of unemployment benefits for California and certain other states, which have resulted and will continue to result in losses, in addition to the continued execution of our business continuity plans due to the pandemic.risk. Our failure to manage evolving risks or properly anticipate, manage, control or mitigate risks could result in additional losses.losses and adversely affect our results of operations.
Regulatory, Compliance and Legal
We are highly regulated and subject to comprehensiveevolving government legislation and regulations and certain settlements, orders and agreements with government authorities from time to time.
WeOur businesses are highly regulated and we are subject to evolving and comprehensive regulation under federal and state laws in the U.S. and the laws of the various foreign jurisdictions in which we operate, including increasing and complex economic sanctions regimes. These laws and regulations significantly affect and have the potential to restrict the scope of our existing businesses, require changes to our business strategies, limit our ability to pursue certain business opportunities, including the products and services we offer, reduce certain fees and rates and/or make our products and services more expensive for our clients. Additionally, weWe are also required to file various financial and non-financialnonfinancial regulatory reports to comply with laws, rules and rulesregulations in the jurisdictions in which we operate.operate, which results in additional compliance risk.
We continue to adjust our business and operations, legal entity structure, disclosure and our policies, processes, procedures and controls, including with regard to capital and liquidity management, risk management and data management, in an effort to comply with currently effective laws, rules and regulations, as well as final rulemaking,evolving expectations, guidance and interpretation by regulatory authorities, including the Department of Treasury (including the Internal Revenue Service (IRS)) and OFAC), Federal Reserve, OCC, CFPB, Financial Stability Oversight Council, FDIC, Department of Labor, SEC and CFTC in the U.S. and, foreign regulators, and other government authorities.authorities and self-regulatory organizations. Further, we couldexpect to become subject to future legislationlaws, rules and regulatory requirementsregulations beyond those currently proposed, adopted or contemplated in the U.S. or abroad, includingas well as evolving interpretations of existing and future laws, rules and regulations, which may include policies and rulemaking related to FDIC assessments, loss allocations between financial institutions and customers with regard to the Financial Reform Act, the pandemic,use of our products and services, including electronic payments, emerging technologies, such as the development and use of AI and machine learning, cybersecurity and data, and further climate change.risk management and ESG reporting, including emissions and sustainability disclosure. The cumulative effect of all of the current and possible future legislation and regulations, as well as related interpretations, on our business,litigation and regulatory exposure, businesses, operations and profitability remains uncertain. This uncertaintyuncertain and necessitates that in our business planning we make certain assumptions
with respect to the scope and requirements of existing, prospective and proposed rules.laws, rules and regulations in our business planning and strategies. If these assumptions prove incorrect, we could be subject to increased regulatory, legal and compliance risks and costs, as well as potential reputational harm. In addition,Also, U.S. and international regulatory initiatives abroad may overlap, and non-U.S. regulationsregulation 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. Regulatory focus is not limited to laws, rules and regulations applicable to the financial services industry, but extends toincludes other significant laws, rules and
regulations that apply across industries and jurisdictions, including those related to data management and privacy, anti-money laundering, anti-bribery, anti-corruption know-your-customer requirements, embargo programs and economic sanctions.
We are also subject to laws, rules and regulations in the U.S. and abroad, including the GDPR and CCPA andas modified by the CPRA, and a number of additional jurisdictions enacting or considering similar laws or amendments to existing laws, regarding compliance with our privacy policies and the disclosure, collection, use, sharing and safeguarding of personally identifiable information, of certain parties, such asincluding our employees, customers, suppliers, counterparties and other third parties, the violation of which could result in litigation, regulatory fines, enforcement actions and enforcement actions. The complexity and risk of compliance has been magnified by the collection of employee health information in response to the pandemic.operational loss. Additionally, we are and will likelycontinue to be subject to new and evolving data privacy laws in the U.S. and abroad, which could result in additional costs of compliance, litigation, regulatory fines and enforcement actions. In particular, there is increasedThere remains complexity and uncertainty, including potential suspension or prohibition, regarding the standards used by the Corporationdata transfer because of concerns over compliance with laws, rules and regulations for cross-border flows and transfers of personal data from the European Economic Area (EEA) to the U.S. and other jurisdictions outside of the EEA, resulting from judicial and regulatory guidance. To the extent that a decisionnew EU-U.S. Data Privacy Framework leads to a relaxation of the Courtapplicable legislation and regulations, regardless of Justice of the EU and guidancetransfer mechanism, challenges are expected from the European Data Protection Board. Additionally, the European Commission has published new standards of personal data transfer, andconsumer advocacy groups. Other jurisdictions, including China and the U.K.India, have commenced consultation efforts or enacted new legislation or regulations to establish standards for personal data transfers. If cross-border personal data transfers are suspended or restricted or we are required to implement distinct processes for each jurisdiction’s standards, this could result in operational disruptions to our businesses, additional costs, increased enforcement activity, new contract negotiations with third parties, and/or modification of our cross-bordersuch data management.
As part of their enforcement authority, our regulators and other government authorities have the authority to, among other things, conduct investigations and assess significant civil or criminal monetary fines, penalties or restitution, and issue cease and desist orders, suspend or withdraw licenses and authorizations, initiate injunctive actions.action, apply regulatory sanctions or cause us to enter into consent orders. The amounts paid by us and other financial institutions to settle proceedings or investigations have, in some instances, been substantial and may increase. In some cases, governmental authorities have required criminal pleas or other extraordinary terms as part of such resolutions, which could have significant consequences, 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 periodproducts.
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Our response to regulators and other government authorities may be time-consuming, expensive and divert management attention from our business. The outcome of time.any matter, which may last years, may be difficult to predict or estimate.
The Corporationterms of settlements, orders and agreements that we have entered into with government entities and regulatory authorities have also imposed, or could impose, significant operational and compliance costs on us with respect to enhancements to our procedures and controls, losses with respect to fraudulent transactions perpetrated against our customers, expansion of our risk and control functions within our lines of business, investment in technology and the conducthiring of itssignificant numbers of additional risk, control and compliance personnel. If we fail to meet the requirements of the regulatory settlements, orders or agreements to which we are subject, or, more generally, fail to maintain risk and control procedures and processes that meet the heightened standards established by our regulators and other government authorities, we could be required to enter into further settlements, orders or agreements and pay additional fines, penalties or judgments, or accept material regulatory restrictions on our businesses.
Improper actions, behaviors or practices by us, our employees andor representatives including conduct that are illegal, unethical or contrary to our core values could harm clients,us, our shareholders or customers employees or damage the integrity of the financial markets, and are subject to regulatory scrutiny across jurisdictions. 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 regulatory environment worldwide, also means that a single event or practice or a series of related events or practices may give rise to a significant 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. Additionally, actionsActions by other members of the financial services industry related to business activities in which we participate may result in investigations by regulators or other government authorities. Responding to inquiries, investigations, lawsuits and proceedings is time-consuming and expensive and can divert senior management attention from our business. The
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outcome of such proceedings, which may last a number of years, may be difficult to predict or estimate.
We are and may become subject to the terms of settlements, orders and agreements that we have entered into with government entities and regulatory authorities, which impose, or could 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, orders or agreements to which we are subject, or, more generally, fail to maintain risk and control procedures and processes that meet the heightened standards established by our regulators and other government authorities, we could be required to enter into further settlements, orders or agreements and 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 employees conduct, applicable laws, policies and procedures, compliance risks will continue to exist, particularly as we anticipate and adapt to new and evolving laws, rules and regulations. Additionally, changing U.S. fiscal, monetary and regulatory policies,regulations and evolving priorities, may result in ongoing regulatory uncertainties. There is no guarantee that our risk management and compliance programs will be consistently executed to successfully manage compliance risk.interpretations. 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 strategy, or those of third parties (including their downstream providers) 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 certain businesses or assets, require us to curtail certain businesses, affect the value of assets that we hold, necessitate changes in our compensation practices, require us to increase our prices and therefore reduce demand for our products, or otherwise adversely affect our businesses. In addition, investigations, 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 continue to face significant legal risks in our business, with a high volume of claims against us and other financial institutions. The amount of damages, penalties and fines that litigants and regulators seek from us and other financial institutions continues to be high.significant. This includes disputes with consumers, customers and other counterparties.
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. As disclosed in Note 12 Commitments and Contingencies to the Consolidated Financial Statements, we also face contractual indemnification and loan-repurchase claims arising from alleged breaches of representations and warranties in the sale of
residential mortgages by legacy companies, which may result in a requirement that we repurchase the mortgage loans, or otherwise make whole or provide other remedies to counterparties.
In addition, regulatory authorities have had a supervisory focus onU.S. regulators and government agencies regularly pursue enforcement claims against financial institutions, including in connection with customer complaints,us, for alleged violations of law and customer harm. For example, U.S. regulators and government agencies have pursued claims against financial institutionsharm, including under the Financial Institutions Reform, Recovery, and Enforcement Act, the federal securities laws, the False Claims Act, fair lending laws and regulations (including the Equal Credit Opportunity Act and the Fair Housing Act), the FCPA, the BSA, regulations issued by OFAC, Home Mortgage Disclosure Act, antitrust laws, and consumer protection laws and regulations related to products and services such as overdraft and sales practices, including prohibitions on unfair, deceptive, and/or abusive acts and practices (UDAAP) under the Consumer Financial Protection Act and the Federal Trade Commission Act.Act, and EFTA, as well as other enforcement action taken by prudential regulators with respect to safety, soundness and appropriateness of our business practices. Such claims may carry significant penalties, restitution and, in certain cases, treble damages. damages, and the ultimate resolution of regulatory inquiries, investigations and other proceedings which we are subject to from time-to-time is difficult to predict.
There is also an increased focus on compliance with global laws, rulesinformation security. This includes cybersecurity incidents perpetrated against us, our customers, providers of products and regulations related toservices, counterparties and other third parties, the collection, use and sharing of data, and safeguarding of personally identifiable information and corporate data.data, as well as the development, implementation, use and management of emerging technologies, including AI and machine learning. Related litigation or government enforcement, including with regard to compliance with U.S. and global laws, rules and regulations, could subject us to fines, judgments and/or settlements and involve reputational losses. Additionally, misconduct by the Corporation’sour employees and representatives, including unethical, fraudulent, improper or illegal conduct, or otherthe failure to fulfill fiduciary obligations, unfair, deceptive, abusive or discriminatory business practices, canor violations of policies, procedures, laws, rules or regulations, including conduct that affects compliance with books and records requirements, have resulted and could result in further litigation and/or government investigations and enforcement actions, and cause significant reputational harm. There isIn particular, we are the subject of litigation and regulatory and government inquiries regarding our processing of electronic payments, our efforts to detect, prevent and address fraud perpetrated against our customers and/or the handling of fraud-related disputes, which could result in fines, judgments, and/or settlements, as well as adversely affect our businesses and strategies due to the treatment of loss allocations between customers and us, all of which could also increasedhave an adverse impact on other similar products and services. We are also subject to increasing scrutiny of climate change-relatedsustainability-related policies, goals, targets and disclosure, which could result in litigation, and regulatory investigations and actions.actions and reputational harm.
The global environment of extensive investigations, regulation, regulatory compliance burdens, litigation and
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regulatory enforcement, combined with uncertainty related to the continually evolving regulatory environment, have affected and will likely continue to affect operational and compliance costs and risks, including the adaptation of business strategies and/or limitation or cessation of our ability or feasibility to continue providing certain products and services. Lawsuits and regulatory actions have resulted in and will likely continue to result in judgments, orders, settlements, penalties and fines adverse to us. Further, we entered into orders with certain government agencies regarding credit card sales and marketing practices and the Corporation'srepresentment of non-sufficient fund fees, as well as our participation in implementing government relief measures related to the COVID-19 pandemic and other federal and state government assistance programs, including the processing of unemployment benefits for California and certain other states, and continue to be involved in related litigation that may lead to additional suchresult in judgments orders, settlements, penalties and fines.and/or settlements. Litigation and investigation costs, substantial legal liability or significant regulatory or government action against us could have material adverse effects onadversely affect our business,businesses, financial condition, including liquidity, and results of operations, and/or cause significant reputational harm to us.harm.
U.S. federal banking agencies may require us to increase our regulatory capital, total loss-absorbing capacity (TLAC), long-term debt or liquidity requirements.
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 failsfail to maintain itstheir 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
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requiring us to cease and desist activities permitted under the Bank Holding Company Act of 1956.
Capital and liquidity requirements are frequently introduced and amended. It is possible that regulatorsRegulators may increase regulatory capital requirements, including TLAC and long-term debt requirements, change how regulatory capital or RWA is calculated or increase liquidity requirements. In 2023, U.S. banking regulators issued proposals to revise the calculation of the G-SIB surcharge and TLAC and long-term debt requirements. Our ability to return capital to our shareholders depends in part on our ability to maintain regulatory capital levels above minimum requirements plus buffers. To the extent that increases occur in our SCB, G-SIB surcharge or countercyclical capital buffer, our returns of capital to shareholders, including common stock dividends and common stock repurchases, could decrease. For example, our G-SIB surcharge is expected to increaseincreased by 50 basis pointsbps to 3.0 percent on January 1, 2024. The Federal Reserve could also limit or prohibit capital actions, such as paying or increasing dividends or repurchasing common stock, as a result of economic disruptions or events.
As part of its annual CCAR, we are subject to extensive regulatory evaluation of capital planning practices by the Federal Reserve, conductsincluding 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 impact the level of our SCB level, requiring us to hold additional capital. Additionally, the Federal Reserve could reinstitute limitationscapital or prohibitions on takingcausing changes in required capital actions, such as paying or increasing dividends or repurchasing common stock as a result of the economic impact of the ongoing pandemic or otherwise impose such limitations in connection with other economic disruptions or events.buffers.
A significant component of regulatory capital ratios is calculating our RWA and our leverage exposure, which may increase. The Basel Committee on Banking Supervision has also revisedexposure. In July 2023, U.S. banking regulators issued a notice of proposed rulemaking to revise several key methodologies for measuring RWA, that have not yet been implemented in the U.S.,
including a standardized approach for operational risk, revised market risk and credit risk requirements and constraints onremoval of the use of certain internal models, which would increase our regulatory capital requirements, if adopted as well as a capital floor based on the revised standardized approaches. U.S. banking regulatorsproposed. Economic disruptions or events may update the U.S. Basel 3 rules to incorporate the Basel Committee revisions. Banks have experiencedalso cause an increase in our balance sheets, increasingsheet, RWA or leverage exposures, increasing required regulatory capital and causing leverage-based ratios to overtake risk-based capital ratios.liquidity amounts.
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, reduce the amount of common stock repurchases or dividends, cease or alter certain operations, pricing strategies and business activities or hold highly liquid assets, which may adversely affect our results of operations.
Changes in accounting standards or assumptions in applying accounting policies could adversely affect us.
Our accountingAccounting policies and methods are fundamental to how we record and report our financial condition and results of operations. Some of these policies require the 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 misapplied,are erroneously applied, we could be required to correct and restate prior-period financial statements. Accounting standard-setters and those who interpret the accounting standards, including 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 preparethe preparation and reportreporting of our financial statements. In some cases, we could be required to apply astatements, including the application of new or revised
standard standards retrospectively, resulting in us revisingrevisions to prior-period financial statements.
We may be adversely affected by changes in U.S. and non-U.S. tax laws and regulations.
It is possible that governmentalGovernmental authorities in the U.S. and/or other countries could further amend or repealchange tax laws in a way that would materially adversely affect us, including changes to the possibility that aspects of the 2017 Tax Cuts and Jobs Act could be amendedof 2017 and Inflation Reduction Act of 2022. Also, new guidelines issued by the Organization for Economic Cooperation and Development (OECD), which are currently being enacted into law in the future.some OECD countries in which we operate, are expected to impose a 15 percent global minimum tax on a country-by-country basis. Any futureimplementation of and/or change in tax laws and regulations or interpretations of current or future tax laws and regulations could materially adversely affect our effective tax rate, tax liabilities and results of operations. Additionally, U.S. and foreign tax laws are complex and our judgments, interpretations or applications of such tax laws could differ from that of the relevant governmental authority. This could result in additional tax liabilities and interest, penalties, the reduction of certain tax benefits and/or the requirement to make adjustments to amounts recorded, which could be material.
In addition,Additionally, we have U.K. net deferred tax assets (DTA) 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 DTA.

19 Bank of America


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 and/actual or employeeperceived activities of our officers, directors, employees, other representatives, customers and third parties, including counterparties, such as fraud, misconduct and unethical behavior (such as employees’ sales practices), security breaches, litigation adequacy of our ability to detect, prevent and/or regulatory mattersrespond to fraud perpetrated against our customers, and their outcomes,the handling of related disputes with regard to the use of our products and services, including electronic payments, effectiveness of our internal controls, the fees charged to our customers, including overdraft and non-sufficient fund fees, compensation practices, lending practices, the suitability or reasonableness of recommending particular trading or investment strategies, including the reliability of our research and models and prohibiting clients from engaging in certain transactions.
Additionally, ourOur reputation may also be harmed by failingactual or perceived failure to deliver the products and standards of service and quality expected by our customers, clients and the community, including the overstatement or mislabeling of the environmental benefits of our products, services or transactions, the failure to protect our customers and/or recognize and address customer complaints, compliance failures, technology changes, the inabilityimplementation, management and/or use of emerging technologies, including quantum computing, AI and machine learning, the failure to manage technology change or maintain effective data management, cybercybersecurity incidents and information and security breaches affecting us and our third parties, which have occurred and we expect to continue to experience with increased frequency and severity due to the evolving threat environment, prolonged or repeated system outages, internal and external fraud, inadequacy of responsiveness to internal controls,the Corporation’s privacy policies, the unintended disclosure of or failure to safeguard personal, proprietary or confidential information, conflicts of interest andthe breach of the Corporation’s fiduciary obligations and handling of the handlingemergence or continuation of health emergencies or pandemics, and the activities of our clients, customers, counterparties and third parties, including providers of products and/or services. For example, ourpandemics. Our reputation may be also be harmed in connectionby litigation and/or regulatory matters and their outcomes, relating to the topics discussed above or otherwise. For example, we entered into orders with our implementationcertain government agencies regarding credit card sales and marketing practices and the representment of government programs to provide relief to address the economic impact of the pandemic and other federal and state government assistance programs, including thenon-sufficient fund fees, as well as our processing of unemployment benefits for California and certain other states, as well as how we handle employee mattersand continue to be involved in related to the pandemic. Our reputationlitigation, which may also be negatively impacted byresult in judgments and/or settlements. Challenges to our ESG practices and disclosures, our businesses
Bankand those of America 20


and our customers and third parties, including from diverging views regarding ESG-related practices and disclosures may also harm our reputation.
Increases in market interest rates have resulted in increased focus on asset and liability management, including HTM and AFS securities and related to climate change.
Actionsunrealized losses. Perceptions of our liquidity and financial condition, actions by the financial services industry generally, or by certain members or individuals in the industry also can adversely affectmay harm our reputation. Also, adverseAdverse publicity or negative information posted on social media by employees, the media or otherwise, whether or not factually correct, may adversely impact our business prospects or financial results.and results of operations.
We are subject to complex and evolving laws, regulations and regulationsinterpretations regarding privacy, fair lending activity, UDAAP, electronic funds transfers, know-your-customer requirements, data protection and privacy, including the GDPR and the CCPA andas modified by the CPRA, cross-border data movement,
cybersecurity and other matters.matters, as well as evolving and expansive interpretations of these laws and regulations. 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 theseThese 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, or in the possession of third parties (including their downstream service providers) or financial data aggregators, is mishandled, misused or mismanaged, or if we do not timely or adequately address such information, we may face regulatory, reputationallegal and operational risks, which could adversely affect our reputation, 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 interest 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,actual or the perceived failure to adequately address conflicts of interest could affect the willingness of clients to use our products and services, or give rise toresult in litigation or enforcement actions, which could adversely affect our business.
Our actual or perceived failure to address these and other issues, such as operational risks, givescould give rise to reputational risk that could harm us and our business prospects.prospects, including the attraction and retention of customers and employees. 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.
Other
Reforms to and replacement of IBORs and certain other rates or indicesbenchmarks may adversely affect our reputation, business, financial condition and results of operations.
There continues to be a major transition in progress in the global financial markets with respect to the replacement of IBORs, including the London Interbank Offered Rate (LIBOR), and certain other rates or indices that serve as “benchmarks.” Such benchmarks have been used extensively across the global financial markets and in our business. In particular, LIBOR has historically been used in many of our products and contracts, including derivatives, consumer and commercial loans, mortgages, floating-rate notes and other adjustable-rate products and financial instruments. The aggregate notional amount of these products and contracts referencing LIBOR or other IBORs remains material to our business. At the end of 2021, the global financial markets generally transitioned away
from the use of all LIBOR settings (except for certain U.S. dollar (USD) LIBOR settings). However, there continue to be risksRisks and challenges associated with reference rate reform, including the transition from IBORs that may result in consequences that cannot be fully anticipated, whichpotential replacement of benchmark rates with ARRs (e.g., the expected cessation of BSBY), could expose us to various financial, operational, supervisory, conduct and legal risks, which we continue to monitor closely.risk.
Through a multi-year effort by the industry and regulators, ARRs have been identified and/or developed and are being used to replace LIBOR and other IBORs. However, market and client adoptionUsage of ARRs for impacted benchmarks may vary across or within categories of contracts, products and services, potentially resulting in market fragmentation, decreased trading volumes and liquidity, increased complexity and modeling and operational risks. ARRs may have compositions and characteristics that differ from thereplaced benchmarks, they replace, in some cases haveincluding limited history,liquidity and may demonstrate less predictable performance over time than the benchmarks they replace. For example, certain ARRs are calculated on a compounded or weighted-average basis and, unlike IBORs, do not reflect bank credit risk and therefore typically require a spread adjustment. There are important differences between the fallbacks, triggers and calculation methodologies being implemented in cash and derivatives markets (including within cash markets).time. Any mismatch between the adoption of ARRs in loans, securities and derivatives markets may impact hedging or other financial arrangements we have implemented, and as a result we may experienceresulting in unanticipated market exposures. Changes resulting from transitionTransition to successor or alternative ratesARRs may adversely affect the yield on loans or securities held by us, amounts paid on our securities we have issued, amountsand received and paid on derivatives we have entered into, the value of such loans, securities or derivative instruments, the trading market for such products and contracts, and our ability to effectivelyeffective use of hedging instruments to manage risk. There can beis no assurance that existing assets and liabilities based on or linked to IBORs that have not already transitionedimpacted benchmarks will transition to ARRs will successfully transition.without delay or potential disputes.
Given the continuationThe transition of certain USD LIBOR settings until June 30, 2023, IBOR-basedany products and contracts (IBORusing impacted benchmarks (Impacted Products) linked to these LIBOR settings will still have to be transitioned by such time. Although a significant majority of the aggregate notional amount of our IBOR-based products maturing after 2021 include or have been updated to include fallbacks to ARRs, the transitioning of certain IBOR Products that do not include fallback provisions or adequate fallback mechanisms willmay require additional efforts to modify their terms. Some outstanding IBOR Products are particularlyterms, and may be more challenging to modify due to the requirement thatif all
Bank of America 20


impacted parties are required to consent to such modification. To address such challenges in IBOR Products, legislation has been adopted in various jurisdictions, including the EU, U.K. and New York State, and federal legislation is pending in the U.S. Congress. Litigation disputes or other actiondisputes may occur as a result of the interpretation or application of any transition-related legislation or regulations adopted in particular,the U.S. and/or foreign jurisdictions, including if there is an overlap betweenthe laws or regulations in different jurisdictions.jurisdictions overlap.
Some of our IBORImpacted Products in particular LIBOR-based products and contracts, may contain language giving the calculation agent (which may be us)Corporation discretion to determine the successor rate (including the ARR and/or the applicable spread adjustment) to the existing benchmark. We may face a risk of litigation, disputes or other actions from clients,customers, counterparties, customers, investors or others based on various claims, for example, that the Corporationwe incorrectly interpreted or enforced IBOR-based contract provisions, failed to appropriately communicate the effect that the transition effects of ARRs to ARRs will have on
21 Bank of America


existing and future products, treated affected parties unfairly or made inappropriate product recommendations to or investments on behalf of itsour clients, or engaged in anti-competitive behavior or unlawfully manipulated markets or benchmarks.
We have launched, and expect to continue toARR-based products that we develop, launch andand/or support ARR-based products and services. There is no guarantee that liquidity in ARR-based products will develop, and it is possible that ARR-based products, including products using credit sensitive rates, willmay perform differently to IBORfrom Impacted Products during times of economic stress, adverse or volatile market conditions and across the credit and economic cycle, which may impact the value, return on and profitability of our ARR-based assets. New financial products linked to ARRs may have additional legal, financial, accounting, tax, operational, market, compliance, reputational, competitive or other risks to us, our clientscustomers and other market participants. In particular,Scrutiny by banking regulators in the U.S. and globally have increased regulatory scrutiny and intensified supervisory focus of financial institution LIBORon transition plans, preparations and readiness including the Corporation’s use of credit-sensitive rates like the Bloomberg Short-Term Bank Yield Index, which could result in a regulatory action, litigation and/or the need to change the products offered by our businesses.
Failure to meet industry-wide IBOR transition milestones and to cease issuance of IBOR Products by relevant cessation dates may, subject to certain regulatory exceptions, result in supervisory enforcement by applicable regulators, increase our cost of, and access to, capital and other consequences.
The market transition may also alter our risk profile and risk management strategies, including derivatives and hedging strategies, modeling and analytics, valuation tools, product design and systems, controls, procedures and operational infrastructure. This may prove challenging given the limited history of many of the proposed ARRs and may increase the costs and risks related to potential regulatory compliance, requirements or inquiries. Among other risks, various IBOR Products transition to ARRs at different times or in different manners, with the result that we may face significant unexpected interest rate, pricing or other exposures across business or product lines. Continuing reforms to market transition and other factors may adversely affect our business, including the ability to serve customers and maintain market share, financial condition or results of operations and could result in reputational harm to us.
We face significant and increasing competition in the financial services industry.
We operate in a highly competitive environment and experience intense competition from local and global bank and nonbank financial institutions as well asand new entrants in both domestic and foreign markets, in which we compete on the basis of a number of factors, including customer service, quality and range ofmarkets. There is increasing pressure to provide products and services offered, technology, price,on more attractive terms, including lower fees reputation,and higher interest rates on loansdeposits, and deposits, lending limits, customer conveniencelower cost investment strategies, which may impact our ability to effectively compete. The current and experience and relationships in relevant markets. Additionally, the changing regulatory environment may also create competitive disadvantages, for us given geography-driven capital and liquidity requirements.including from more stringent regulatory requirements applicable to the Corporation.
In addition, emergingEmerging technologies and advances and the growth of e-commerce have lowered geographic and monetary barriers of other financial institutions, made it easier for non-depository institutions to offer traditional banking products and services that traditionally were banking products and allowed non-traditional
financial service providers and technology companies to
compete with traditional financial service companies in providing electronic and internet-based financial solutions and services, including electronic securities trading with low or no fees and commissions, marketplace lending, financial data aggregation and payment processing services, including real-time payment platforms. 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.risky as an alternative to traditional banking products. Increased competition may reduce our market share, net interest margin and revenues from our fee-based products and services and negatively affect our earnings, including by creating pressurepressuring us to lower prices, fees, commissionspricing 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 business strategies, products and services could harm our business.
Our business model is basedWe rely on a diversified mix of businesses that providedeliver a broad range of financial products and services delivered through multiple
distribution channels. Our success depends on our and our third-party providers of products and services’providers’ ability to timely adapt and develop our business strategies, products and services and their respective features, including available payment processing services and technology to rapidly evolving industry standards and consumer preferences. In particular, the emergence of the pandemic has resulted in increased reliance on digital banking and other digital services provided by the Corporation’s businesses. There is increasing pressure by competitors to provide products and services on more attractive terms, including lower fees and higher interest rates on deposits, and offer lower cost investmentOur strategies which may impact our ability to grow revenue and/or effectively compete. Additionally, legislative and regulatory developments may affect the competitive landscape and impact the products and services that we can offer. Further, we maycould be further impacted by the growth of non-depository institutions that offer traditional banking products at higher ratesmacroeconomic stress, widespread health emergencies or with lowpandemics, cyberattacks, and military conflicts or no fees, or otherwise offer alternative products. This can reduce our net interest margin and revenues from our fee-based products and services, either from a decrease in the volume of transactions or through a compression of spreads.other significant geopolitical events.
The widespread adoption and rapid evolution of newemerging technologies, including analytic capabilities, self-service digital trading platforms and automated trading markets, internet services, distributed ledgers,and digital assets, such as the blockchain system,central bank digital currencies, cryptocurrencies Central Bank Digital Currencies (CBDCs)(including stablecoins), tokens and other cryptoassets that utilize distributed ledger technology (DLT), as well as payment, systems,clearing and settlement processes that use DLT, create additional strategic risks, could negatively impact our ability to compete and require substantial expenditures to the extent we were to modify or adapt our existing products and services as we grow and develop our online and mobile banking channel strategies in addition to remote connectivity solutions.services. As CBDC initiativessuch new technologies evolve and mature, our businesses and results of operations could be adversely impacted, including as a result of the introduction of new competitors to the payment ecosystem and increased volatility in deposits and/or significant long-term reduction in deposits (i.e., financial disintermediation). Also, we may not be as timely or successful in accurately assessing the competitive landscape and developing or introducing new products and services, integrating new products or services into our existing offerings, responding, managing 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 Corporation’sOur or itsour third-party providers of products and services’providers’ inability or resistance to timely innovate or adapt its operations, products and services
Bank of America 22


to evolving regulatory and market environments, industry standards and consumer preferences could result in service disruptions and harm our business and adversely affect our results of operations and reputation.
We could suffer operational, reputational and financial harm if our models and strategies fail to properly anticipate and manage risk.
We use models and strategies extensively to forecast losses, project revenue and expenses, assess and control our operations and financial condition, assist in capital planning, manage liquidity and measure, forecast and assess capital and liquidity requirements for credit, market, operational and strategic risks, assist in capital planning and assess and control our operations and financial condition. Model Risk Management is a dedicated and independent risk function that defines model risk governance, policy and guidelines for the Corporation based on laws, rules and regulations, as well as internal requirements.risks. Under our Enterprise Model Risk Policy, Model Risk Management is required to perform model oversight, including independent validation before initial use, ongoing monitoring reviews through outcomes analysis and benchmarking, and periodic revalidation. ModelsHowever, models are subject to inherent limitations due to the use offrom simplifying assumptions, uncertainty regarding economic and financial outcomes, and emerging risks from the use of applications that rely on AI.AI or machine learning.
Our models and strategies may not be sufficiently predictive of future results due to limited historical patterns, extreme or unanticipated market movements or customer behavior and liquidity, especially during severe market downturns or stress events (e.g., geopolitical or pandemic events), which could limit their effectiveness and require timely recalibration. 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, which may not be representative of the next downturn and would magnify the limitations inherent in using historical data to
21 Bank of America


manage risk. Market conditions in recent years have involved unprecedented dislocations and highlight the limitations inherent in using historical data to manage risk. Our models may also be adversely impacted as a result ofby human error and may not be effective if we fail to properly oversee and review them at regular intervals and detect their flaws during our review and monitoring processes, they contain erroneous data, assumptions, valuations, formulas or algorithms or our applications running the models do not perform as expected. Regardless of the steps we take to ensurehelp confirm effective controls, governance, monitoring and testing, and implement new technology and automated processes, we could suffer operational, reputational and financial harm, including funding or liquidity shortfalls, if models and strategies fail to properly anticipate and manage current and evolving risks.
Failure to properly manage data may result in our inability to manage risk and business needs, errors in our day-to-day operations, critical reporting and strategic decision-making, inaccurate reporting and non-compliance with laws, rules and regulations.
Our ability to obtain, create, report and maintain information, including the data associated with it, during our normal course of business is a foundational component of our business and of managing relationships with customers. Additionally, weWe rely on our ability to manage and process data in an accurate, timely and complete manner, including the capture, transport, aggregation, validation, processing, quality, interpretation, protection, maintenance, retention, external transmissioncapturing, transporting, aggregating, using, transmitting data externally, and use. Our policies, programs, processesretaining and practices govern howprotecting data risk is managed globally.appropriately. While we continuouslycontinually update our policies, programs, processes and practices and implement emerging technologies, such as automation, AI, machine learning and robotics, our data management processes may not be effective and are subject to weaknesses and failures, including human error, data limitations, process delays, system failure or failed controls.
Failure to properly manage data effectively in an accurate, timely and complete manner may adversely impact its quality and reliability and our ability to manage current and emerging risk, produce accurate financial and/or nonfinancial, regulatory, operational and operationalESG reporting, detect or surveil potential misconduct or non-compliance with laws, rules and regulations, as well asand to manage changing business needs, strategic decision-making, resolution strategy and day-to-day operations. The failure to establish and maintain effective, efficient and controlled data management could adversely impact our ability to develop our products and relationships with our customers, increase regulatory risk and operational losses, and damage our reputation.
Our operations, businesses and customers could be materially adversely affected by the impacts related to climate change.
There is an increasing concern over the risks of climateClimate change and related environmental sustainability matters which present short-term and an increasing amount of long-term risks to us.risks. The physical risks of climate change include rising average global temperatures, rising sea levels and an increase in the frequency and severity of extreme weather events and natural disasters, including floods, wildfires, hurricanes and tornados.tornados, and chronic longer-term shifts such as rising average global temperatures and sea levels. Such disasters and effects could disrupt our operations or the operations of customers or third parties on which we rely. Such disasters could result in market volatility or negativelyadversely impact our facilities, employees and customers’ ability to repay outstanding loans, result in rapid deposit outflows,disrupt the operations of us and our customers or third parties, cause supply chain and/or distribution network disruptions, damage collateral and/or result in market volatility, rapid deposit outflows or drawdowns of credit facilities, the deterioration of the value of collateral or insurance shortfalls.
Additionally, climate change concerns could result inThere is also increasing risk related to the transition risk.to a low-carbon economy. Changes in consumer preferences or financial condition of our customers and counterparties, market pressures, advancements in technology and additional legislation, regulatory, compliance and legal requirements including those associated with the transition to a low-carbon economy, could restrictalter our strategic planning and the scope of our existing businesses, limit our ability to pursue certain business activities and offer certain products and services, amplify credit and market risks, negatively impact asset values, require capital expenditures and changes in technology and markets, including
supply chain and insurance availability and cost, increase expenses, including as a result of strategic planningimpact capital requirements and technology and market changes, and/or otherwise adversely impact us, our businesses or our customers. Our response toresults of operations. In particular, there is an increasing global regulatory focus, including state, federal and non-U.S. jurisdictions, on climate change resulting in new or heightened regulatory requirements, with potential jurisdictional divergence, which is expected to increase our legal, compliance and public disclosure risks and costs in the U.S. and globally.
Our climate change strategies, policies, goals, commitments and disclosure, and/ordisclosures, our ability to achieve our climate-related goals, targets and commitments (which are subjectand/or the environmental or climate impacts attributable to risksour products, services or transactions will likely result in heightened legal and uncertainties, many of which are outside of our control)compliance risk and could result in reputational harm as a result of negative public sentiment, regulatory scrutiny, litigation and reduced investor and stakeholder confidence. Due to divergent views of stakeholders, we are at increased risk that any action, or lack thereof, by us concerning our response to climate change will be perceived negatively by some stakeholders, which could adversely impact our reputation and businesses. Our ability to meet our climate-related goals, targets and commitments, including our goal to achieve certain greenhouse gas (GHG) emissions targets by 2030 and net zero GHG emissions in our financing activities, operations and supply chain before 2050, is subject to risks and uncertainties, many of which are outside of our control, such as technological advances, clearly defined roadmaps for industry sectors, public policies and better emissions data reporting, and ongoing engagement with customers, suppliers, investors, government officials and other stakeholders. Due to the evolving nature of climate-related risks, which are expected to increase over time, it is difficult to predict, identify, monitor and effectively mitigate climate-related risks and uncertainties.
Furthermore, there are and will continue to be challenges related to the availability and capturing, measuring, verifying, analyzing and disclosing climate-related data, including data obtained from third parties, which may result in legal, compliance and/or reputational harm.
Our ability to attract, develop and retain qualified employees is critical to our success, business prospects and competitive position.
Our performance and competitive position is heavily dependent on the talents, development and efforts of highly skilled individuals. Competition for qualified personnel is intense from within the financial services industry and from businesses outside the financial services industry is intense.industry.
Our competitors include global institutions and institutions subject to different compensation and hiring regulations than those imposed on U.S. institutions and financial institutions. Also, our ability to attract, develop and retain employees could be impacted by the pandemic, including changing workforce concerns, expectations, practices and preferences (including remote work), and increasing labor shortages and competition for labor, which could increase labor costs.
In order to attract and retain qualified personnel, we must provide market-level compensation. As a large financial and banking institution, we are and may become subject to
23 Bank of America


additional limitations on compensation practices which may or may not affect our competitors, by the Federal Reserve, the OCC, the FDIC and other regulators around the world. EU and U.K. rules limit and subject to clawback certain forms of variable compensation for senior employees.globally, which may or may not affect our competitors. Furthermore, because a substantial portion of our annual incentive compensation paid to many of our senior
employees as well as certain periodic awards to both senior and broad-based groups of employees, consist ofis long-term equity-based awards the value of which is based on the pricevalue of our common stock, whendeclines in our profitability or outlook could adversely affect the awards vest. Ourability to attract and retain employees. If we are unable to continue to attract, develop and retain qualified individuals, our business prospects and competitive position could be adversely affected if we cannot attract and retain qualified individuals.affected.
Bank of America 22


Item 1B. Unresolved Staff Comments
None
Item 1C. Cybersecurity
See Compliance and Operational Risk Management in the MD&A beginning on page 79, which is incorporated herein by reference.
Item 2. Properties
As of December 31, 2021,2023, certain principal offices and other materially important properties consisted of the following:
Facility NameLocationGeneral Character of the Physical PropertyPrimary Business SegmentProperty Status
Property Square Feet (1)
Bank of America Corporate CenterCharlotte, NC60 Story BuildingPrincipal Executive OfficesOwned1,212,177
Bank of America Tower at One Bryant ParkNew York, NY55 Story Building
GWIM, Global Banking and
 Global Markets
Leased (2)
1,836,5751,939,431
 Bank of America Financial CentreLondon, UK43 Building Campus
Global Banking and Global Markets
Leased566,920510,171
Cheung Kong CenterHong Kong62 Story Building
Global Banking and Global Markets
Leased149,790
(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.
We own or lease approximately 71.865.9 million square feet in over 20,000 facilities and ATM locations globally, including approximately 66.860.3 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 5.05.6 million square feet in approximatelymore 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 regularly evaluate 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
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 under the symbol “BAC.” As of February 18, 2022,16, 2024, there were 148,551137,369 registered shareholders of common stock.
The table below presents common share repurchase activity for the three months ended December 31, 2021.2023. 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)
Total Common Shares Purchased (1,2)
Weighted-Average Per Share Price
Total Shares
Purchased as
Part of Publicly
Announced Programs (2)
Remaining Buyback
Authority Amounts (3)
October 1 - 31, 202161,395 $45.53 61,390 $23,850 
November 1 - 30, 202171,187 47.27 71,186 20,624 
December 1 - 31, 202130,895 44.45 30,894 19,311 
Three months ended December 31, 2021163,477 46.08 163,470 
(Dollars in millions, except per share information; shares in thousands)
Total Common Shares Purchased (1,2)
Weighted-Average Per Share Price
Total Shares
Purchased as
Part of Publicly
Announced Programs (2)
Remaining Buyback
Authority Amounts
October 1 - 31, 202310,251 $26.85 10,242 $13,278 
November 1 - 30, 20239,413 28.15 9,275 13,017 
December 1 - 31, 20238,676 31.79 8,650 12,742 
Three months ended December 31, 202328,340 28.79 28,167 
(1)Includes 173 thousand 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)OnIn October 20, 2021, the Corporation announced itsCorporation’s Board of Directors (Board) authorized the repurchase of up to $25 billion of common stock over time (October 2021 Authorization). TheAdditionally, the Board also authorized repurchases to offset shares awarded under equity-based compensation plans. This October Authorization replacedIn September 2023, the April 15, 2021 authorization for repurchases of up to $25 billion of common stock (April Authorization, and together withBoard modified the October 2021 Authorization, effective October 1, 2023, to include repurchases to offset shares awarded under equity-based compensation plans when determining the Board Authorizations).remaining repurchase authority. During the three months ended December 31, 2021,2023, pursuant to the Board Authorizations,Board’s authorizations, the Corporation repurchased approximately 16328 million shares, or $7.5 billion,$811 million, of its common stock, including repurchases to offset shares awarded under equity-based compensation plans. For more information, see Capital Management - CCAR and Capital Planning in the MD&A on page 4947 and Note 13 – Shareholders’ Equity to the Consolidated Financial Statements.
(3)Remaining Buyback Authority Amounts represents the remaining buyback authority of the October Authorization. At the time the April Authorization was replaced with the October Authorization, the Corporation had $9.4 billion of remaining buyback authority available under the April Authorization. Such remaining buyback authority was canceled in the October Authorization. Excludes repurchases to offset shares awarded under equity-based compensation plans.
The Corporation did not have any unregistered sales of equity securities during the three months ended December 31, 2021.2023.
Item 6. [Reserved]
23Bank of America24


Item 6. [Reserved]
Item 7. Bank of America Corporation and Subsidiaries
Management's Discussion and Analysis of Financial Condition and Results of Operations
Table of Contents
Page
25Bank of America24


Management’s Discussion and Analysis of Financial Condition and Results of Operations
Bank of America Corporation (the “Corporation”)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.” Forward-looking statements represent the Corporation’s current expectations, plans or forecasts of its future results, revenues, liquidity, net interest income, provision for credit losses, expenses, efficiency ratio, capital measures, strategy, deposits, assets, 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: and in any of the Corporation’s subsequent Securities and Exchange Commission Filings:filings: the Corporation’s potential judgments, orders, settlements, penalties, fines and reputational damage resulting from pending or future litigation and regulatory investigations, proceedings and enforcement actions, including as a result of our participation in and execution of government programs related to the Coronavirus Disease 2019 (COVID-19) pandemic, such as the processing of unemployment benefits for California and certain other states; the possibility that the Corporation’s future liabilities may be in excess of its recorded liability and estimated range of possible loss for litigation, and regulatory and government actions; the possibility that the Corporation could face increased claims from one or more parties involved in mortgage securitizations; the Corporation’s ability to resolve representations and warranties repurchase and related 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 and tensions, including tariffs, and potential geopolitical instability; the impact of the interest rate, inflationary, macroeconomic, banking and inflationaryregulatory environment on the Corporation’s assets, business, financial condition and results of operations; the impact of adverse developments affecting the U.S. or global banking industry, including bank failures and liquidity concerns, resulting in worsening economic and market volatility, and regulatory responses thereto; 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, including the impact of supply chain disruptions, inflationary pressures and
labor shortages on the economic recoveryconditions and our business; potential losses related to the Corporation's concentration of credit risk; the Corporation’s ability to achieve its expense targets and expectations regarding revenue, net interest income, provision for credit losses, net charge-offs, effective tax
rate, 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 or borrowing costs; estimates of the fair value and other accounting values, subject to impairment assessments, of certain of the Corporation’s assets and liabilities; the estimated or actual impact of changes in accounting standards or assumptions in applying those standards; uncertainty regarding the content, timing and impact of regulatory capital and liquidity requirements; the impact of adverse changes to total loss-absorbing capacity requirements, stress capital buffer requirements and/or global systemically important bank surcharges; the potential impact of actions of the Board of Governors of the Federal Reserve System on the Corporation’s capital plans; the effect of changes in or interpretations of income tax laws and regulations; 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 assessments, the Volcker Rule, fiduciary standards, derivatives regulations and potential changes to loss allocations between financial institutions and customers, including for losses incurred from the Coronavirus Aid, Relief,use of our products and Economic Security Actservices, including electronic payments and any similarpayment of checks, that were authorized by the customer but induced by fraud; the impact of failures or related rules and regulations; a failure or disruptiondisruptions in or breachbreaches of the Corporation’s operationaloperations or securityinformation systems or infrastructure, or those of third parties, including as a result of cyberattacks or campaigns;cybersecurity incidents; the risks related to the development, implementation, use and management of emerging technologies, including artificial intelligence and machine learning; the risks related to the transition and physical impacts of climate change; our ability to achieve environmental, social and governance goals and commitments or the impact of any changes in the Corporation’s sustainability strategy or commitments generally; the impact of any future federal government shutdown and uncertainty regarding the federal government’s debt limit or changes in fiscal, monetary or regulatory policy; the emergence or continuation of widespread health emergencies or pandemics, including the magnitude and duration of the COVID-19 pandemic and its impact on the U.S. and/or global, financial market conditions and our business, results of operations, financial condition and prospects;pandemics; the impact of natural disasters, extreme weather events, military conflicts (including the Russia/Ukraine conflict, the conflict in the Middle East, the possible expansion of such conflicts and potential geopolitical consequences), terrorism or other geopolitical events; and other 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.
25 Bank of America


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, “Bank of America,” “the Corporation,” “we,” “us” and “our” 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 various bank and nonbank subsidiaries throughout the U.S. and in international markets, we provide a diversified range of
Bank of America 26


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, 2021,2023, the Corporation had $3.2 trillion in assets and a headcount of approximately 208,000213,000 employees.
As of December 31, 2021,2023, we served clients through operations across the U.S., its territories and approximatelymore than 35 countries. Our retail banking footprint covers all major markets in the U.S., and we serve approximately 6769 million consumer and small business clients with approximately 4,2003,800 retail financial centers, approximately 16,00015,000 ATMs, and leading digital banking platforms (www.bankofamerica.com) with approximately 4146 million active users, including approximately 3338 million active mobile users. We offer industry-leading support to approximately threefour million small business households. Our GWIM businesses, with client balances of $3.8 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 broad range of asset classes serving corporations, governments, institutions and individuals around the world.
Recent Developments
Capital Management
On February 2, 2022,January 31, 2024, the Corporation announced that theCorporation’s Board of Directors (the Board) declared a quarterly cash common stock dividend of $0.21$0.24 per share, payable on March 25, 202229, 2024 to shareholders of record as of March 4, 2022.1, 2024.
For more information on our capital resources, and regulatory developments, see Capital Management on page 49.47.
COVID-19 PandemicImpact of BSBY’s Future Cessation
The Coronavirus Disease 2019 (COVID-19) pandemic (the pandemic) has impactedIn the fourth quarter of 2023, the Corporation recognized a net non-cash, pretax charge of approximately $1.6 billion in market making and may continue to do so,similar activities as uncertainty remains about the durationa result of the pandemic and the timing and strengthannouncement of the global economic recovery. As the pandemic continues to evolve, we regularly evaluate protocols and processes in place to execute our business continuity plans. In conjunction with our efforts to support clients affected by the pandemic, we have cumulatively originated $35.4 billion in loans under the Paycheck Protection Program (PPP) with amounts outstanding of $4.7 billion and $22.7 billion at December 31, 2021 and 2020.Bloomberg Short-Term Bank Yield Index’s (BSBY) future cessation. For more information, see Business Segment Operations All Otheron PPP loans, seepage 43, Note 13Summary of Significant Accounting PrinciplesDerivatives to the Consolidated Financial Statements.Statements and the Corporation’s Current Report on Form 8-K filed on January 8, 2024.
The future direct and indirect impact of the pandemic on our businesses, results of operations and financial condition remains uncertain. Should current economic conditions deteriorate or if the pandemic worsens due to various factors,
including through the spread of more easily communicable variants of COVID-19, such conditions could have an adverse effect on our businesses and results of operations and could adversely affect our financial condition.FDIC Special Assessment
For more information on how the risks related to the pandemic adversely affect our businesses, results of operations and financial condition, see Part 1. Item 1A. Risk Factors on page 8.
LIBOR and Other Benchmark Rates
Subject to the continued publication of certain non-representative London Interbank Offered Rate (LIBOR) benchmark settings based on a modified calculation (i.e., on a “synthetic” basis), British Pound Sterling, Euro, Swiss Franc and Japanese Yen LIBOR settings and one-week and two-month U.S. dollar (USD) LIBOR settings ceased or became no longer representative of the underlying market the rates seek to measure (i.e., non-representative) immediately after December 31, 2021, and the remaining USD LIBOR settings (i.e., overnight, one month, three month, six month and 12 month) will cease or become non-representative immediately after June 30, 2023. Separately, the Federal Reserve, the Office of the Comptroller of the Currency (OCC) andOn November 16, 2023, the Federal Deposit Insurance Corporation (FDIC) issued supervisory guidance encouraging banksits final rule to cease entering into new contracts that use USD LIBOR asimpose a reference rate by December 31, 2021 subjectspecial assessment to certain regulatory-approved exceptions (USD LIBOR Guidance).
As a result, a major transition has beenrecover the loss to the Deposit Insurance Fund resulting from the closure of Silicon Valley Bank and continues to be in progressSignature Bank. Accordingly, in the global financial markets with respect to the replacementfourth quarter of Interbank Offered Rates (IBORs). This is a complex process impacting a variety of our businesses and operations. IBORs have historically been used in many of the Corporation’s products and contracts, including derivatives, consumer and commercial loans, mortgages, floating-rate notes and other adjustable-rate products and financial instruments. In response,2023, the Corporation established an enterprise-wide IBOR transition program, with active involvementrecorded noninterest expense of senior management and regular reports to the Management Risk Committee (MRC) and Enterprise Risk Committee (ERC). The program continues to drive the Corporation's industry and regulatory engagement, client and financial contract changes, internal and external communications, technology and operations modifications, including updates to$2.1 billion for its operational models, systems and processes, introduction of new products, migration of existing clients, and program strategy and governance.
As of December 31, 2021, the Corporation has transitioned or otherwise addressed IBOR-based products and contracts referencing the rates that ceased or became non-representative after December 31, 2021, including LIBOR-linked commercial loans, LIBOR-based adjustable-rate consumer mortgages, LIBOR-linked derivatives and interdealer trading of certain USD LIBOR and other interest rate swaps, and related hedging
27 Bank of America


arrangements. Additionally, in accordance with the USD LIBOR Guidance, the Corporation has ceased entering into new contracts that use USD LIBOR as a reference rate, subject to certain regulatory-approved exceptions.
The Corporation launched capabilities and services to support the issuance and trading in products indexed to various alternative reference rates (ARRs) and developed employee training programs as well as other internal and external sources of information on the various challenges and opportunities that the replacement of IBORs has presented and continues to present. The Corporation continues to monitor a variety of market scenarios as part of its transition efforts, including risks associated with insufficient preparation by individual market participants or the overall market ecosystem, ability of market participants to meet regulatory and industry-wide recommended milestones and access and demand by clients and market participants to liquidity in certain products, including LIBOR products.
With respect to the transition of LIBOR products referencing USD LIBOR settings ceasing or becoming non-representative as of June 30, 2023, a significant majority of the Corporation’s notional contractual exposure to such LIBOR currencies, of which the significant majority is derivatives contracts, have been remediated (i.e., updated to include fallback provisions to ARRs based on market driven protocols, regulatory guidance and industry-recommended fallback provisions and related mechanisms) and the Corporation is continuing to remediate the remaining USD LIBOR exposure. The remaining exposure, a majority of which is made up of derivatives and commercial loans and which represents a small minority of outstanding USD LIBOR notional contractual exposure of the Corporation, will require active dialogue with clients to modify the contracts. For any residual exposures after June 2023 that continue to have no fallback provisions, the Corporation is assessing and planning to leverage relevant contractual and statutory solutions, including relevant state legislation and any future federal legislation, to transition such exposure to ARRs.
The Corporation has implemented regulatory, tax and accounting changes and continues to monitor current and potential impacts of the transition, including Internal Revenue Service tax regulations and guidance and Financial Accounting Standards Board guidance. In addition, the Corporation has engaged impacted clients in connection with the transition by providing ARRs education and the timing of transition events. The Corporation is also working actively with global regulators, industry working groups and trade associations.estimated assessment amount. For more information, on the expected replacement of LIBORsee Note 12 – Commitments and other benchmark rates, see Item 1A. Risk Factors – Other on page 21.
Changes to Overdraft Services
In January 2022, the Corporation announced changes to its overdraft services for consumer and small business clients, which include eliminating non-sufficient funds (NSF) fees beginning in February 2022 and reducing overdraft fees from $35 to $10 beginning in May 2022. Fees from overdraft services were approximately $1 billion in 2021 and recorded in Consumer BankingContingencies as service charges into the Consolidated Statement of Income. Due to the policy changes, in 2022 the Corporation expects a significant reduction in NSF and overdraft fees.Financial Statements.



Financial Highlights
Table 1Table 1Summary Income Statement and Selected Financial Data
Table 1
Table 1Summary Income Statement and Selected Financial Data
(Dollars in millions, except per share information)(Dollars in millions, except per share information)20212020
(Dollars in millions, except per share information)
(Dollars in millions, except per share information)20232022
Income statementIncome statement
Net interest income
Net interest income
Net interest incomeNet interest income$42,934 $43,360 
Noninterest incomeNoninterest income46,179 42,168 
Total revenue, net of interest expenseTotal revenue, net of interest expense89,113 85,528 
Provision for credit lossesProvision for credit losses(4,594)11,320 
Noninterest expenseNoninterest expense59,731 55,213 
Income before income taxesIncome before income taxes33,976 18,995 
Income tax expenseIncome tax expense1,998 1,101 
Net incomeNet income31,978 17,894 
Preferred stock dividends1,421 1,421 
Preferred stock dividends and other
Net income applicable to common shareholdersNet income applicable to common shareholders$30,557 $16,473 
Per common share informationPer common share information  Per common share information  
EarningsEarnings$3.60 $1.88 
Diluted earningsDiluted earnings3.57 1.87 
Dividends paidDividends paid0.78 0.72 
Performance ratiosPerformance ratios
Return on average assets (1)
Return on average assets (1)
1.05 %0.67 %
Return on average assets (1)
Return on average assets (1)
0.84 %0.88 %
Return on average common shareholders’ equity (1)
Return on average common shareholders’ equity (1)
12.23 6.76 
Return on average tangible common shareholders’ equity (2)
Return on average tangible common shareholders’ equity (2)
17.02 9.48 
Efficiency ratio (1)
Efficiency ratio (1)
67.03 64.55 
Balance sheet at year end
Balance sheet at year end
Balance sheet at year endBalance sheet at year end    
Total loans and leasesTotal loans and leases$979,124 $927,861 
Total assetsTotal assets3,169,495 2,819,627 
Total depositsTotal deposits2,064,446 1,795,480 
Total liabilitiesTotal liabilities2,899,429 2,546,703 
Total common shareholders’ equityTotal common shareholders’ equity245,358 248,414 
Total shareholders’ equityTotal shareholders’ equity270,066 272,924 
(1)For definitions, see Key Metrics on page 169.170.
(2)Return on average tangible common shareholders’ equity is a non-GAAP financial measure. For more information and a corresponding reconciliation to the most closely related financial measures defined by accounting principles generally accepted in the United States of America (GAAP), see Non-GAAP Reconciliations on page 85.
Net income was $32.0$26.5 billion, or $3.57$3.08 per diluted share in 20212023 compared to $17.9$27.5 billion, or $1.87$3.19 per diluted share in 2020.2022. The increasedecrease in net income was primarily due to improvement in thehigher noninterest expense and provision for credit losses, and higher revenue, partially offset by higher noninterest expense.net interest income.
For discussion and analysis of our consolidated and business segment results of operations for 20202022 compared to 2019,2021, see the Financial Highlights and Business Segment Operations sections in the MD&A of the Corporation's 2020Corporation’s 2022 Annual Report on Form 10-K.

Bank of America 26


Net Interest Income
Net interest income decreased $426 millionincreased $4.5 billion to $42.9$56.9 billion in 20212023 compared to 2020.2022. Net interest yield on a fully taxable-equivalent (FTE) basis decreased 24increased 12 basis points (bps) to 1.662.08 percent for 2021.2023. The decrease in net interest income wasincreases were primarily driven by lowerbenefits from higher interest rates and average loan balances,growth, partially offset by higher average balances of debt securities.funding costs, lower deposits and net interest income related to Global Markets activity. For more information on net interest yield and the FTE basis, see Supplemental Financial Data on page 31,29, and for more information on interest rate risk management, see Interest Rate Risk Management for the Banking Book on page 79.

77.





Bank of America 28


Noninterest Income
Table 2
Table 2
Table 2Table 2Noninterest Income
(Dollars in millions)(Dollars in millions)20212020
(Dollars in millions)
(Dollars in millions)20232022
Fees and commissions:Fees and commissions:
Card income
Card income
Card incomeCard income$6,218 $5,656 
Service chargesService charges7,504 7,141 
Investment and brokerage servicesInvestment and brokerage services16,690 14,574 
Investment banking feesInvestment banking fees8,887 7,180 
Total fees and commissionsTotal fees and commissions39,299 34,551 
Market making and similar activitiesMarket making and similar activities8,691 8,355 
Other incomeOther income(1,811)(738)
Other income
Other income
Total noninterest incomeTotal noninterest income$46,179 $42,168 
Total noninterest income
Total noninterest income
Noninterest income increased $4.0 billiondecreased $838 million to $46.2$41.7 billion in 20212023 compared to 2020.2022. The following highlights the significant changes.
    Card income increased $562Service charges decreased $721 million primarily driven by increased client activitythe impact of non-sufficient funds and merchant services revenue.overdraft policy changes, as well as lower treasury service charges.
    Service charges increased$363Investment and brokerage services decreased $338 million primarily due to higher treasurylower transactional revenue and credit service charges and increased client activity.
●    Investment and brokerage services increased $2.1 billion primarilyasset management fees driven by higher market valuations anddeclines in assets under management (AUM) flows,pricing, as well as lower average market valuations, partially offset by declines inthe impact of positive AUM pricing.flows.
    Investment banking fees increased $1.7 billiondecreased $115 million primarily due to higherlower advisory and debt issuance fees, as well aspartially offset by higher debt and equity issuance fees.
    Market making and similar activities increased $336$657 million primarily driven by strong sales andimproved trading performance in Equities, partially offset by a weaker performancemortgage products in Fixed Income, Currencies and Commodities (FICC), which benefited from a more favorable market environment and by the impact of higher interest rates on client financing activities in 2020.Equities, partially offset by the net $1.6 billion impact of BSBY’s future cessation.
    Other income decreased $1.1 billion$292 million primarily due to a $704 million gain on sales of certain mortgage loans in the prior year, as well as higher partnership losses on tax credit investments.tax-advantaged investments and losses on sales of available-for-sale (AFS) debt securities, partially offset by certain negative valuation adjustments in the prior year.
Provision for Credit Losses
The provision for credit losses improved $15.9increased $1.9 billion to a benefit of $4.6$4.4 billion in 20212023 compared to 2020.2022. The benefitprovision for credit losses for 2023 was driven by our consumer portfolio primarily due to improvementscredit card loan growth and asset quality, partially offset by improved macroeconomic conditions that primarily benefited our commercial portfolio. For the same period in the prior year, the provision for credit losses was primarily driven by loan growth and a dampened macroeconomic outlook, and credit quality.partially offset by a reduction in COVID-19 pandemic uncertainties. For more information on the provision for credit losses, see Allowance for Credit Losses on page 73.71.
Noninterest Expense
Table 3Table 3Noninterest Expense
Table 3
Table 3
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021202020232022
Compensation and benefitsCompensation and benefits$36,140 $32,725 
Occupancy and equipmentOccupancy and equipment7,138 7,141 
Information processing and communicationsInformation processing and communications5,769 5,222 
Product delivery and transaction relatedProduct delivery and transaction related3,881 3,433 
MarketingMarketing1,939 1,701 
Professional feesProfessional fees1,775 1,694 
Other general operatingOther general operating3,089 3,297 
Total noninterest expenseTotal noninterest expense$59,731 $55,213 
Noninterest expense increased $4.5$4.4 billion to $59.7$65.8 billion in 20212023 compared to 2020. The increase was2022 primarily due to higher compensationinvestments in people and benefitstechnology and higher FDIC expense, higher costs associated with processing transactional card claims related to state unemployment benefits, a contribution toincluding $2.1 billion for the estimated special assessment amount arising from the closure of Silicon Valley Bank of America Foundation and an impairment charge for real estate rationalization.Signature Bank, partially offset by lower litigation expense and revenue-related compensation.
Income Tax Expense
Table 4Table 4Income Tax Expense
Table 4
Table 4
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021202020232022
Income before income taxesIncome before income taxes$33,976 $18,995 
Income tax expenseIncome tax expense1,998 1,101 
Effective tax rateEffective tax rate5.9 %5.8 %Effective tax rate6.4 %11.1 %
Income tax expense was $2.0$1.8 billion for 20212023 compared to $1.1$3.4 billion in 2020,2022, resulting in an effective tax rate of 5.96.4 percent compared to 5.811.1 percent.
The effective tax rates for 20212023 and 20202022 were primarily driven by the impact of our recurring tax preference benefits, and positive income tax adjustments from the impact of U.K. tax law changes discussed below. Our recurring tax preference benefitswhich primarily consistconsisted of tax credits from environmental, social and governance (ESG) investments in affordable housing and renewable energy, aligning with our responsible growth strategyenergy. Also included in the effective tax rate for 2023 were tax impacts from charges recorded in the fourth quarter of 2023 related to address global sustainability challenges. Absent these tax credits,the FDIC special assessment and the impact of BSBY’s future cessation. For more information on these charges, see Executive Summary – Recent Developments on page 26. For more information on our recurring tax preference benefits, see Note 19 – Income Taxes to the U.K.Consolidated Financial Statements. Absent the tax law changescredits related to tax-advantaged investments and other discrete items,tax benefits, the effective tax rates would have been approximately 25 percent and 26 percent for 2021 and 2020.
In June 2021, the U.K. enacted the 2021 Finance Act, which included an increase in the U.K. corporation income tax rate to 25 percent from 19 percent. This change is effective April 1, 2023 and unfavorably affects income tax expense on future U.K. earnings. In addition, in July 2020, the U.K. enacted a repeal of the final two percent of scheduled decreases in the U.K. corporation income tax rate. As a result, in 2021 and 2020, the Corporation recorded write-ups of U.K. net deferred tax assets of approximately $2.0 billion and $700 million, with corresponding positive income tax adjustments. These write-ups were reversals of previously recorded write-downs of net deferred tax assets for prior changes in the U.K. corporation income tax rate.

both periods.
2927 Bank of America


Balance Sheet Overview
Table 5Table 5Selected Balance Sheet Data
Table 5
Table 5
 December 31
(Dollars in millions)(Dollars in millions)20212020$ Change% Change
(Dollars in millions)
(Dollars in millions)
Assets
Assets
AssetsAssets  
Cash and cash equivalentsCash and cash equivalents$348,221 $380,463 $(32,242)(8)%
Cash and cash equivalents
Cash and cash equivalents
Federal funds sold and securities borrowed or purchased under agreements to resell
Federal funds sold and securities borrowed or purchased under agreements to resell
Federal funds sold and securities borrowed or purchased under agreements to resellFederal funds sold and securities borrowed or purchased under agreements to resell250,720 304,058 (53,338)(18)
Trading account assetsTrading account assets247,080 198,854 48,226 24 
Trading account assets
Trading account assets
Debt securities
Debt securities
Debt securitiesDebt securities982,627 684,850 297,777 43 
Loans and leasesLoans and leases979,124 927,861 51,263 
Loans and leases
Loans and leases
Allowance for loan and lease losses
Allowance for loan and lease losses
Allowance for loan and lease lossesAllowance for loan and lease losses(12,387)(18,802)6,415 (34)
All other assetsAll other assets374,110 342,343 31,767 
All other assets
All other assets
Total assets
Total assets
Total assetsTotal assets$3,169,495 $2,819,627 $349,868 12 
LiabilitiesLiabilities
Liabilities
Liabilities
Deposits
Deposits
DepositsDeposits$2,064,446 $1,795,480 $268,966 15 
Federal funds purchased and securities loaned or sold under agreements to repurchaseFederal funds purchased and securities loaned or sold under agreements to repurchase192,329 170,323 22,006 13 
Federal funds purchased and securities loaned or sold under agreements to repurchase
Federal funds purchased and securities loaned or sold under agreements to repurchase
Trading account liabilities
Trading account liabilities
Trading account liabilitiesTrading account liabilities100,690 71,320 29,370 41 
Short-term borrowingsShort-term borrowings23,753 19,321 4,432 23 
Short-term borrowings
Short-term borrowings
Long-term debt
Long-term debt
Long-term debtLong-term debt280,117 262,934 17,183 
All other liabilitiesAll other liabilities238,094 227,325 10,769 
All other liabilities
All other liabilities
Total liabilities
Total liabilities
Total liabilitiesTotal liabilities2,899,429 2,546,703 352,726 14 
Shareholders’ equityShareholders’ equity270,066 272,924 (2,858)(1)
Shareholders’ equity
Shareholders’ equity
Total liabilities and shareholders’ equityTotal liabilities and shareholders’ equity$3,169,495 $2,819,627 $349,868 12 
Total liabilities and shareholders’ equity
Total liabilities and shareholders’ equity
Assets
At December 31, 2021,2023, total assets were approximately $3.2 trillion, up $349.9$128.8 billion from December 31, 2020.2022. The increase in assets was primarily due to higher debt securities that were primarily funded by deposit growth, an increase in loans and leases and higher trading account assets, partially offset by lower federal funds sold and securities borrowed or purchased under agreements to resell and cash and cash equivalents.
Cash and Cash Equivalents
Cash and cash equivalents decreased $32.2increased $102.9 billion primarily driven by higher investments in debt securities.increased funding to support balance sheet and liquidity positioning.
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 decreased $53.3increased $13.1 billion primarily due to the investment of excess cash intofrom higher federal funds purchased and securities loaned or sold under agreements to repurchase, short-term borrowings and long-term debt, securities.as well as client activity within Global Markets.
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 $48.2decreased $18.8 billion primarily due to an increasea decline in inventory within Global Markets.
Debt Securities
Debt securities primarily include U.S. Treasury and agency securities, mortgage-backed securities (MBS), principally agency MBS, non-U.S. bonds, corporate bonds and municipal debt. We usereinvest cash in the debt securities portfolio primarily to manage interest rate and liquidity risk and to leverage market conditions that create economically attractive returns on these investments.risk. Debt securities increased $297.8$8.6 billion primarily driven by the deploymentdue to investment of deposit inflows.excess cash from higher federal funds purchased and securities loaned or sold under agreements to repurchase, short-term borrowings and long-term
debt. For more information on debt
securities, see Note 4 – Securities to the Consolidated Financial Statements.
Loans and Leases
Loans and leases increased $51.3$8.0 billion primarily driven by higher credit card spending and growth in commercial loans and higher securities-based lending within consumer loans. For more information on the loan portfolio, see Credit Risk Management on page 59.57.
Allowance for Loan and Lease Losses
The allowance for loan and lease losses decreased $6.4 billionincreased $660 million driven by the Corporation’s consumer portfolio primarily due to improvementscredit card loan growth and asset quality, partially offset by a reserve release in the Corporation’s commercial portfolio primarily driven by improved macroeconomic outlook and credit quality.conditions applicable to the commercial portfolio. For more information, see Allowance for Credit Losses on page 73.71.
All Other Assets
All other assets increased $31.8$15.7 billion primarily driven by higher margin loans and loans held-for-sale (LHFS).Global Markets activity.
Liabilities
At December 31, 2021,2023, total liabilities were approximately $2.9 trillion, up $352.7$110.3 billion from December 31, 2020,2022, primarily due to deposit growth.higher federal funds purchased and securities loaned or sold under agreements to repurchase and long-term debt.
Deposits
Deposits increased $269.0decreased $6.5 billion primarily due to an increase in retailcustomer spending and wholesale deposits.customers’ movement of balances to higher yielding investment alternatives.
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
Bank of America 28


under agreements to repurchase increased $22.0$88.3 billion primarily driven by client activity within Global Markets.an increase in repurchase agreements to support liquidity.
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
Bank of America 30


debt. debt and corporate securities. Trading account liabilities increased $29.4$15.1 billion primarily due to higher levels of short positions 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 $4.4$5.2 billion primarily due to an increase in short-termFHLB advances and commercial paper issuances to manage liquidity needs. For more information on short-term borrowings, see Note 10 – Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash to the Consolidated Financial Statements.
Long-term Debt
Long-term debt increased $17.2$26.2 billion primarily due to debt issuances and valuation adjustments, partially offset by debt maturities redemptions and valuation adjustments.redemptions. For more information on long-term debt, see Note 11 – Long-term Debt to the Consolidated Financial Statements.
All Other Liabilities
All other liabilities decreased $17.9 billion primarily driven by Global Markets activity.
Shareholders’ Equity
Shareholders’ equity decreased $2.9increased $18.4 billion primarily due to net income and market value increases on derivatives, partially offset by returns of capital to shareholders through common stock repurchases and common and preferred stock dividends market value decreases on derivatives and debt securities and the redemption of preferredcommon stock partially offset by net income.repurchases.
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, long-term debt and common and preferred stock. For more information on liquidity, see Liquidity Risk on page 54.52.
Supplemental Financial Data
Non-GAAP Financial Measures
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 an FTE basis, which whenWhen presented on a consolidated basis, arenet interest income on an FTE basis is a non-GAAP financial measures.measure. 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 use the federal statutory tax rate of 21 percent and a representative state tax rate. Net interest yield, which measures the basis points we earn over the cost of funds, utilizes net interest income on an FTE basis. 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 is useful because such 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 shareholders’ equity or common shareholders’ equity reduced by goodwill and intangible assets (excluding mortgage servicing rights (MSRs)), net of related deferred tax liabilities (“adjusted” shareholders’ equity or common shareholders’ equity). 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 objectives. These ratios are as follows:are:
    Return on average tangible common shareholders’ equity measures our net income applicable to common shareholders as a percentage of adjusted average common shareholders’ equity. The tangible common equity ratio represents adjusted ending common shareholders’ equity divided by total tangible assets.
    Return on average tangible shareholders’ equity measures our net income as a percentage of adjusted average total shareholders’ equity. The tangible equity ratio represents adjusted ending shareholders’ equity divided by total tangible assets.
    Tangible book value per common share represents adjusted ending common shareholders’ equity divided by ending common shares outstanding.
We believe ratios utilizing tangible equity provide additional useful information because they present measures of those assets that can generate income. Tangible book value per common 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 6 and 7.
For more information on the reconciliation of these non-GAAP financial measures to the corresponding GAAP financial measures, see Non-GAAP Reconciliations on page 85.
Key Performance Indicators
We present certain key financial and nonfinancial performance indicators (key performance indicators) that management uses when assessing our consolidated and/or segment results. We believe they are useful to investors because they provide additional information about our underlying operational performance and trends. These key performance indicators (KPIs) may not be defined or calculated in the same way as similar KPIs used by other companies. For information on how these metrics are defined, see Key Metrics on page 169.
Our consolidated key performance indicators, which include various equity and credit metrics, are presented in Table 1 on page 28, Table 6 on page 32 and Table 7 on page 33.
For information on key segment performance metrics, see Business Segment Operations on page 36.
31 Bank of America


Table 6Selected Annual Financial Data
(In millions, except per share information)202120202019
Income statement 
Net interest income$42,934 $43,360 $48,891 
Noninterest income46,179 42,168 42,353 
Total revenue, net of interest expense89,113 85,528 91,244 
Provision for credit losses(4,594)11,320 3,590 
Noninterest expense59,731 55,213 54,900 
Income before income taxes33,976 18,995 32,754 
Income tax expense1,998 1,101 5,324 
Net income31,978 17,894 27,430 
Net income applicable to common shareholders30,557 16,473 25,998 
Average common shares issued and outstanding8,493.3 8,753.2 9,390.5 
Average diluted common shares issued and outstanding8,558.4 8,796.9 9,442.9 
Performance ratios   
Return on average assets (1)
1.05 %0.67 %1.14 %
Return on average common shareholders’ equity (1)
12.23 6.76 10.62 
Return on average tangible common shareholders’ equity (1, 2)
17.02 9.48 14.86 
Return on average shareholders’ equity (1)
11.68 6.69 10.24 
Return on average tangible shareholders’ equity (1, 2)
15.71 9.07 13.85 
Total ending equity to total ending assets8.52 9.68 10.88 
Total average equity to total average assets9.02 9.96 11.14 
Dividend payout (1)
21.51 38.18 23.65 
Per common share data   
Earnings$3.60 $1.88 $2.77 
Diluted earnings3.57 1.87 2.75 
Dividends paid0.78 0.72 0.66 
Book value (1)
30.37 28.72 27.32 
Tangible book value (2)
21.68 20.60 19.41 
Market capitalization$359,383 $262,206 $311,209 
Average balance sheet   
Total loans and leases$920,401 $982,467 $958,416 
Total assets3,034,623 2,683,122 2,405,830 
Total deposits1,914,286 1,632,998 1,380,326 
Long-term debt237,703 220,440 201,623 
Common shareholders’ equity249,787 243,685 244,853 
Total shareholders’ equity273,757 267,309 267,889 
Asset quality   
Allowance for credit losses (3)
$13,843 $20,680 $10,229 
Nonperforming loans, leases and foreclosed properties (4)
4,697 5,116 3,837 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (4)
1.28 %2.04 %0.97 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (4)
271 380 265 
Net charge-offs$2,243 $4,121 $3,648 
Net charge-offs as a percentage of average loans and leases outstanding (4)
0.25 %0.42 %0.38 %
Capital ratios at year end (5)
   
Common equity tier 1 capital10.6 %11.9 %11.2 %
Tier 1 capital12.1 13.5 12.6 
Total capital14.1 16.1 14.7 
Tier 1 leverage6.4 7.4 7.9 
Supplementary leverage ratio5.5 7.2 6.4 
Tangible equity (2)
6.4 7.4 8.2 
Tangible common equity (2)
5.7 6.5 7.3 
(1)For definition, see Key Metrics on page 169.
(2)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 31 and Non-GAAP Reconciliations on page 85.
(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 64 and corresponding Table 27 and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 68 and corresponding Table 34.
(5)For more information, including which approach is used to assess capital adequacy, see Capital Management on page 49.

Bank of America 32


Table 7Selected Quarterly Financial Data
2021 Quarters2020 Quarters
(In millions, except per share information)FourthThirdSecondFirstFourthThirdSecondFirst
Income statement   
Net interest income$11,410 $11,094 $10,233 $10,197 $10,253 $10,129 $10,848 $12,130 
Noninterest income10,650 11,672 11,233 12,624 9,846 10,207 11,478 10,637 
Total revenue, net of interest expense22,060 22,766 21,466 22,821 20,099 20,336 22,326 22,767 
Provision for credit losses(489)(624)(1,621)(1,860)53 1,389 5,117 4,761 
Noninterest expense14,731 14,440 15,045 15,515 13,927 14,401 13,410 13,475 
Income before income taxes7,818 8,950 8,042 9,166 6,119 4,546 3,799 4,531 
Income tax expense805 1,259 (1,182)1,116 649 (335)266 521 
Net income7,013 7,691 9,224 8,050 5,470 4,881 3,533 4,010 
Net income applicable to common shareholders6,773 7,260 8,964 7,560 5,208 4,440 3,284 3,541 
Average common shares issued and outstanding8,226.5 8,430.7 8,620.8 8,700.1 8,724.9 8,732.9 8,739.9 8,815.6 
Average diluted common shares issued and outstanding8,304.7 8,492.8 8,735.5 8,755.6 8,785.0 8,777.5 8,768.1 8,862.7 
Performance ratios      
Return on average assets (1)
0.88 %0.99 %1.23 %1.13 %0.78 %0.71 %0.53 %0.65 %
Four-quarter trailing return on average assets (2)
1.05 1.04 0.97 0.79 0.67 0.75 0.81 0.99 
Return on average common shareholders’ equity (1)
10.90 11.43 14.33 12.28 8.39 7.24 5.44 5.91 
Return on average tangible common shareholders’ equity (3)
15.25 15.85 19.90 17.08 11.73 10.16 7.63 8.32 
Return on average shareholders’ equity (1)
10.27 11.08 13.47 11.91 8.03 7.26 5.34 6.10 
Return on average tangible shareholders’ equity (3)
13.87 14.87 18.11 16.01 10.84 9.84 7.23 8.29 
Total ending equity to total ending assets8.52 8.83 9.15 9.23 9.68 9.82 9.69 10.11 
Total average equity to total average assets8.56 8.95 9.11 9.52 9.71 9.76 9.85 10.60 
Dividend payout (1)
25.33 24.10 17.25 20.68 30.11 35.36 47.87 44.57 
Per common share data      
Earnings$0.82 $0.86 $1.04 $0.87 $0.60 $0.51 $0.38 $0.40 
Diluted earnings0.82 0.85 1.03 0.86 0.59 0.51 0.37 0.40 
Dividends paid0.21 0.21 0.18 0.18 0.18 0.18 0.18 0.18 
Book value (1)
30.37 30.22 29.89 29.07 28.72 28.33 27.96 27.84 
Tangible book value (3)
21.68 21.69 21.61 20.90 20.60 20.23 19.90 19.79 
Market capitalization$359,383 $349,841 $349,925 $332,337 $262,206 $208,656 $205,772 $184,181 
Average balance sheet      
Total loans and leases$945,062 $920,509 $907,900 $907.723 $934,798 $974,018 $1,031,387 $990,283 
Total assets3,164,118 3,076,452 3,015,113 2,879.221 2,791,874 2,739,684 2,704,186 2,494,928 
Total deposits2,017,223 1,942,705 1,888,834 1,805.747 1,737,139 1,695,488 1,658,197 1,439,336 
Long-term debt248,525 248,988 232,034 220.836 225,423 224,254 221,167 210,816 
Common shareholders’ equity246,519 252,043 250,948 249,648 246,840 243,896 242,889 241,078 
Total shareholders’ equity270,883 275,484 274,632 274,047 271,020 267,323 266,316 264,534 
Asset quality     
Allowance for credit losses (4)
$13,843 $14,693 $15,782 $17,997 $20,680 $21,506 $21,091 $17,126 
Nonperforming loans, leases and foreclosed properties (5)
4,697 4,831 5,031 5,299 5,116 4,730 4,611 4,331 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (5)
1.28 %1.43 %1.55 %1.80 %2.04 %2.07 %1.96 %1.51 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (5)
271 279 287 313 380 431 441 389 
Net charge-offs$362 $463 $595 $823 $881 $972 $1,146 $1,122 
Annualized net charge-offs as a percentage of average loans and leases outstanding (5)
0.15 %0.20 %0.27 %0.37 %0.38 %0.40 %0.45 %0.46 %
Capital ratios at period end (6)
     
Common equity tier 1 capital10.6 %11.1 %11.5 %11.8 %11.9 %11.9 %11.4 %10.8 %
Tier 1 capital12.1 12.6 13.0 13.3 13.5 13.5 12.9 12.3 
Total capital14.1 14.7 15.1 15.6 16.1 16.1 14.8 14.6 
Tier 1 leverage6.4 6.6 6.9 7.2 7.4 7.4 7.4 7.9 
Supplementary leverage ratio5.5 5.6 5.9 7.0 7.2 6.9 7.1 6.4 
Tangible equity (3)
6.4 6.7 7.0 7.0 7.4 7.4 7.3 7.7 
Tangible common equity (3)
5.7 5.9 6.2 6.2 6.5 6.6 6.5 6.7 
Total loss-absorbing capacity and long-term debt metrics
Total loss-absorbing capacity to risk-weighted assets26.9 %27.7 %27.7 %26.8 %27.4 %26.9 %26.0 %24.6 %
Total loss-absorbing capacity to supplementary leverage exposure12.1 12.4 12.5 14.1 14.5 13.7 14.2 12.8 
Eligible long-term debt to risk-weighted assets14.1 14.4 14.1 13.0 13.3 12.9 12.4 11.6 
Eligible long-term debt to supplementary leverage exposure6.3 6.4 6.3 6.8 7.1 6.6 6.7 6.1 
(1)For definitions, see Key Metrics on page 169.
(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 31 and Non-GAAP Reconciliations on page 85.
(4)Includes the allowance for loan and lease losses and the reserve for unfunded lending commitments.
(5)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 64 and corresponding Table 27 and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 68 and corresponding Table 34.
(6)For more information, including which approach is used to assess capital adequacy, see Capital Management on page 49.

33 Bank of America


Table 8Average Balances and Interest Rates - FTE Basis
Average
Balance
Interest
Income/
Expense
(1)
Yield/
Rate
Average
Balance
Interest
Income/
Expense
(1)
Yield/
Rate
Average
Balance
Interest
Income/
Expense
(1)
Yield/
Rate
(Dollars in millions)202120202019
Earning assets         
Interest-bearing deposits with the Federal Reserve, non-
   U.S. central banks and other banks
$255,595 $172 0.07 %$253,227 $359 0.14 %$125,555 $1,823 1.45 %
Time deposits placed and other short-term investments7,603 15 0.19 8,840 29 0.33 9,427 207 2.19 
Federal funds sold and securities borrowed or purchased
   under agreements to resell (2)
267,257 (90)(0.03)309,945 903 0.29 279,610 4,843 1.73 
Trading account assets147,891 3,823 2.58 148,076 4,185 2.83 148,076 5,269 3.56 
Debt securities905,169 12,433 1.38 532,266 9,868 1.87 450,090 11,917 2.65 
Loans and leases (3)
         
Residential mortgage216,983 5,995 2.76 236,719 7,338 3.10 220,552 7,651 3.47 
Home equity31,014 1,066 3.44 38,251 1,290 3.37 44,600 2,194 4.92 
Credit card75,385 7,772 10.31 85,017 8,759 10.30 94,488 10,166 10.76 
Direct/Indirect and other consumer96,472 2,276 2.36 89,974 2,545 2.83 90,656 3,261 3.60 
Total consumer419,854 17,109 4.08 449,961 19,932 4.43 450,296 23,272 5.17 
U.S. commercial324,795 8,606 2.65 344,095 9,712 2.82 321,467 13,161 4.09 
Non-U.S. commercial99,584 1,752 1.76 106,487 2,208 2.07 103,918 3,402 3.27 
Commercial real estate (4)
60,303 1,496 2.48 63,428 1,790 2.82 62,044 2,741 4.42 
Commercial lease financing15,865 462 2.91 18,496 559 3.02 20,691 718 3.47 
Total commercial500,547 12,316 2.46 532,506 14,269 2.68 508,120 20,022 3.94 
Total loans and leases920,401 29,425 3.20 982,467 34,201 3.48 958,416 43,294 4.52 
Other earning assets112,512 2,321 2.06 83,078 2,539 3.06 69,089 4,478 6.48 
Total earning assets2,616,428 48,099 1.84 2,317,899 52,084 2.25 2,040,263 71,831 3.52 
Cash and due from banks31,214  31,885  26,193  
Other assets, less allowance for loan and lease losses386,981   333,338   339,374   
Total assets$3,034,623   $2,683,122   $2,405,830   
Interest-bearing liabilities         
U.S. interest-bearing deposits         
Demand and money market deposits$925,970 $314 0.03 %$829,719 $977 0.12 %$741,126 $4,471 0.60 %
Time and savings deposits161,512 170 0.11 170,750 734 0.43 166,463 1,883 1.13 
Total U.S. interest-bearing deposits1,087,482 484 0.04 1,000,469 1,711 0.17 907,589 6,354 0.70 
Non-U.S. interest-bearing deposits82,769 53 0.06 77,046 232 0.30 71,468 834 1.17 
Total interest-bearing deposits1,170,251 537 0.05 1,077,515 1,943 0.18 979,057 7,188 0.73 
Federal funds purchased and securities loaned or sold
   under agreements to repurchase (5)
210,848 461 0.22 188,511 1,229 0.65 198,533 4,404 2.22 
Short-term borrowings and other interest bearing
   liabilities (2,5)
106,975 (819)(0.77)104,955 (242)(0.23)77,899 2,804 3.60 
Trading account liabilities54,107 1,128 2.08 41,386 974 2.35 45,449 1,249 2.75 
Long-term debt237,703 3,431 1.44 220,440 4,321 1.96 201,623 6,700 3.32 
Total interest-bearing liabilities1,779,884 4,738 0.27 1,632,807 8,225 0.50 1,502,561 22,345 1.49 
Noninterest-bearing sources         
Noninterest-bearing deposits744,035   555,483   401,269   
Other liabilities (6)
236,947   227,523   234,111   
Shareholders’ equity273,757   267,309   267,889   
Total liabilities and shareholders’ equity$3,034,623   $2,683,122   $2,405,830   
Net interest spread  1.57 %  1.75 %  2.03 %
Impact of noninterest-bearing sources  0.09   0.15   0.40 
Net interest income/yield on earning assets (7)
 $43,361 1.66 % $43,859 1.90 % $49,486 2.43 %
(1)Includes the impact of interest rate risk management contracts. For more information, see Interest Rate Risk Management for the Banking Book on page 79.
(2)For more information on negative interest, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
(3)Nonperforming loans are included in the respective average loan balances. Income on these nonperforming loans is generally recognized on a cost recovery basis.
(4)Includes U.S. commercial real estate loans of $56.5 billion, $59.8 billion and $57.3 billion, and non-U.S. commercial real estate loans of $3.8 billion, $3.6 billion and $4.7 billion for 2021, 2020 and 2019, respectively.
(5)Certain prior-period amounts have been reclassified to conform to current period presentation.
(6)Includes $30.4 billion, $34.3 billion and $35.5 billion of structured notes and liabilities for 2021, 2020 and 2019, respectively.
(7)Net interest income includes FTE adjustments of $427 million, $499 million and $595 million for 2021, 2020 and 2019, respectively.



Bank of America 34


Table 9Analysis of Changes in Net Interest Income - FTE Basis
Due to Change in (1)
Net Change
Due to Change in (1)
Net Change
VolumeRateVolumeRate
(Dollars in millions)From 2020 to 2021From 2019 to 2020
Increase (decrease) in interest income
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks$(1)$(186)$(187)$1,849 $(3,313)$(1,464)
Time deposits placed and other short-term investments(4)(10)(14)(13)(165)(178)
Federal funds sold and securities borrowed or purchased under agreements to resell(128)(865)(993)519 (4,459)(3,940)
Trading account assets (362)(362)(1,087)(1,084)
Debt securities7,059 (4,494)2,565 2,188 (4,237)(2,049)
Loans and leases
Residential mortgage(612)(731)(1,343)563 (876)(313)
Home equity(245)21 (224)(312)(592)(904)
Credit card(994)7 (987)(1,018)(389)(1,407)
Direct/Indirect and other consumer185 (454)(269)(22)(694)(716)
Total consumer(2,823)(3,340)
U.S. commercial(553)(553)(1,106)912 (4,361)(3,449)
Non-U.S. commercial(147)(309)(456)80 (1,274)(1,194)
Commercial real estate(89)(205)(294)63 (1,014)(951)
Commercial lease financing(80)(17)(97)(76)(83)(159)
Total commercial(1,953)(5,753)
Total loans and leases(4,776)(9,093)
Other earning assets904 (1,122)(218)905 (2,844)(1,939)
Net decrease in interest income$(3,985)$(19,747)
Increase (decrease) in interest expense
U.S. interest-bearing deposits
Demand and money market deposit accounts$134 $(797)$(663)$507 $(4,001)$(3,494)
Time and savings deposits(39)(525)(564)46 (1,195)(1,149)
Total U.S. interest-bearing deposits(1,227)(4,643)
Non-U.S. interest-bearing deposits16 (195)(179)67 (669)(602)
Total interest-bearing deposits(1,406)(5,245)
Federal funds purchased and securities loaned or sold under agreements to
   repurchase (2)
142 (910)(768)(219)(2,956)(3,175)
Short-term borrowings and other interest bearing liabilities (2)
(4)(573)(577)974 (4,020)(3,046)
Trading account liabilities298 (144)154 (111)(164)(275)
Long-term debt338 (1,228)(890)619 (2,998)(2,379)
Net decrease in interest expense(3,487)(14,120)
Net decrease in net interest income (3)
$(498)$(5,627)
(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)Certain prior-period amounts have been reclassified to conform to current-period presentation.
(3)Includes changes in FTE basis adjustments of a $72 million decrease from 2020 to 2021 and a $96 million decrease from 2019 to 2020.
35 Bank of America


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 Banking and Global Markets, with the remaining operations recorded in All Other. We manage our segments and report their results on an FTE basis. The primary activities, products and businesses of the business segments and All Other are shown below.
bac-20211231_g1.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 46. 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 a reporting unit, see Note 7 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
For information on our presentation of financial information on an FTE basis, see Supplemental Financial Data on page 31,
and for reconciliations to consolidated total revenue, net income and year-end total assets, see Note 23 – Business Segment Information to the Consolidated Financial Statements.
Effective October 1, 2021, a business activity previously included in Global Markets is being reported as a liquidating business in All Other, consistent with a realignment in performance reporting to senior management. The activity was not material to Global Markets’ results of operations and historical results have not been restated. For more information, see Note 23 – Business Segment Information to the Consolidated Financial Statements.
Key Performance Indicators
We present certain key financial and nonfinancial performance indicators (key performance indicators) that management uses when assessing our consolidated and/or segment results. We believe they are useful to investors because they provide additional information about our underlying operational
29 Bank of America


performance and trends. These key performance indicators (KPIs) may not be defined or calculated in the same way as similar KPIs used by other companies. For information on how these metrics are defined, see Key Metrics on page 170.
Our consolidated key performance indicators, which include
various equity and credit metrics, are presented in Table 1 on page 26, Table 6 on page 30 and Table 7 on page 31.
For information on key segment performance metrics, see Business Segment Operations on page 34.
Table 6Selected Annual Financial Data
(In millions, except per share information)202320222021
Income statement 
Net interest income$56,931 $52,462 $42,934 
Noninterest income41,650 42,488 46,179 
Total revenue, net of interest expense98,581 94,950 89,113 
Provision for credit losses4,394 2,543 (4,594)
Noninterest expense65,845 61,438 59,731 
Income before income taxes28,342 30,969 33,976 
Income tax expense1,827 3,441 1,998 
Net income26,515 27,528 31,978 
Net income applicable to common shareholders24,866 26,015 30,557 
Average common shares issued and outstanding8,028.6 8,113.7 8,493.3 
Average diluted common shares issued and outstanding8,080.5 8,167.5 8,558.4 
Performance ratios   
Return on average assets (1)
0.84 %0.88 %1.05 %
Return on average common shareholders’ equity (1)
9.75 10.75 12.23 
Return on average tangible common shareholders’ equity (1, 2)
13.46 15.15 17.02 
Return on average shareholders’ equity (1)
9.36 10.18 11.68 
Return on average tangible shareholders’ equity (1, 2)
12.44 13.76 15.71 
Total ending equity to total ending assets9.17 8.95 8.52 
Common equity ratio (1)
8.28 8.02 7.74 
Total average equity to total average assets8.99 8.62 9.02 
Dividend payout (1)
29.65 26.77 21.51 
Per common share data   
Earnings$3.10 $3.21 $3.60 
Diluted earnings3.08 3.19 3.57 
Dividends paid0.92 0.86 0.78 
Book value (1)
33.34 30.61 30.37 
Tangible book value (2)
24.46 21.83 21.68 
Market capitalization$265,840 $264,853 $359,383 
Average balance sheet   
Total loans and leases$1,046,256 $1,016,782 $920,401 
Total assets3,153,513 3,135,894 3,034,623 
Total deposits1,887,541 1,986,158 1,914,286 
Long-term debt248,853 246,479 237,703 
Common shareholders’ equity254,956 241,981 249,787 
Total shareholders’ equity283,353 270,299 273,757 
Asset quality   
Allowance for credit losses (3)
$14,551 $14,222 $13,843 
Nonperforming loans, leases and foreclosed properties (4)
5,630 3,978 4,697 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (4)
1.27 %1.22 %1.28 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (4)
243 333 271 
Net charge-offs$3,799 $2,172 $2,243 
Net charge-offs as a percentage of average loans and leases outstanding (4)
0.36 %0.21 %0.25 %
Capital ratios at year end (5)
   
Common equity tier 1 capital11.8 %11.2 %10.6 %
Tier 1 capital13.5 13.0 12.1 
Total capital15.2 14.9 14.1 
Tier 1 leverage7.1 7.0 6.4 
Supplementary leverage ratio6.1 5.9 5.5 
Tangible equity (2)
7.1 6.8 6.4 
Tangible common equity (2)
6.2 5.9 5.7 
(1)For definition, see Key Metrics on page 170.
(2)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 29 and Non-GAAP Reconciliations on page 85.
(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 62 and corresponding Table 27 and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 66 and corresponding Table 33.
(5)For more information, including which approach is used to assess capital adequacy, see Capital Management on page 47.

Bank of America 30


Table 7Selected Quarterly Financial Data
2023 Quarters2022 Quarters
(In millions, except per share information)FourthThirdSecondFirstFourthThirdSecondFirst
Income statement   
Net interest income$13,946 $14,379 $14,158 $14,448 $14,681 $13,765 $12,444 $11,572 
Noninterest income8,013 10,788 11,039 11,810 9,851 10,737 10,244 11,656 
Total revenue, net of interest expense21,959 25,167 25,197 26,258 24,532 24,502 22,688 23,228 
Provision for credit losses1,104 1,234 1,125 931 1,092 898 523 30 
Noninterest expense17,731 15,838 16,038 16,238 15,543 15,303 15,273 15,319 
Income before income taxes3,124 8,095 8,034 9,089 7,897 8,301 6,892 7,879 
Income tax expense(20)293 626 928 765 1,219 645 812 
Net income3,144 7,802 7,408 8,161 7,132 7,082 6,247 7,067 
Net income applicable to common shareholders2,838 7,270 7,102 7,656 6,904 6,579 5,932 6,600 
Average common shares issued and outstanding7,990.9 8,017.1 8,040.9 8,065.9 8,088.3 8,107.7 8,121.6 8,136.8 
Average diluted common shares issued and outstanding8,062.5 8,075.9 8,080.7 8,182.3 8,155.7 8,160.8 8,163.1 8,202.1 
Performance ratios      
Return on average assets (1)
0.39 %0.99 %0.94 %1.07 %0.92 %0.90 %0.79 %0.89 %
Four-quarter trailing return on average assets (2)
0.84 0.98 0.96 0.92 0.88 0.87 0.89 0.99 
Return on average common shareholders’ equity (1)
4.33 11.24 11.21 12.48 11.24 10.79 9.93 11.02 
Return on average tangible common shareholders’ equity (3)
5.92 15.47 15.49 17.38 15.79 15.21 14.05 15.51 
Return on average shareholders’ equity (1)
4.32 10.86 10.52 11.94 10.38 10.37 9.34 10.64 
Return on average tangible shareholders’ equity (3)
5.71 14.41 14.00 15.98 13.98 13.99 12.66 14.40 
Total ending equity to total ending assets9.17 9.10 9.07 8.77 8.95 8.77 8.65 8.23 
Common equity ratio (1)
8.28 8.20 8.16 7.88 8.02 7.82 7.71 7.40 
Total average equity to total average assets8.98 9.11 8.89 8.95 8.87 8.73 8.49 8.40 
Dividend payout (1)
67.42 26.39 24.88 23.17 25.71 27.06 28.68 25.86 
Per common share data      
Earnings$0.36 $0.91 $0.88 $0.95 $0.85 $0.81 $0.73 $0.81 
Diluted earnings0.35 0.90 0.88 0.94 0.85 0.81 0.73 0.80 
Dividends paid0.24 0.24 0.22 0.22 0.22 0.22 0.21 0.21 
Book value (1)
33.34 32.65 32.05 31.58 30.61 29.96 29.87 29.70 
Tangible book value (3)
24.46 23.79 23.23 22.78 21.83 21.21 21.13 20.99 
Market capitalization$265,840 $216,942 $228,188 $228,012 $264,853 $242,338 $250,136 $332,320 
Average balance sheet      
Total loans and leases$1,050,705 $1,046,254 $1,046,608 $1,041,352 $1,039,247 $1,034,334 $1,014,886 $977,793 
Total assets3,213,159 3,128,466 3,175,358 3,096,058 3,074,289 3,105,546 3,157,855 3,207,702 
Total deposits1,905,011 1,876,153 1,875,353 1,893,649 1,925,544 1,962,775 2,012,079 2,045,811 
Long-term debt256,262 245,819 248,480 244,759 243,871 250,204 245,781 246,042 
Common shareholders’ equity260,221 256,578 254,028 248,855 243,647 241,882 239,523 242,865 
Total shareholders’ equity288,618 284,975 282,425 277,252 272,629 271,017 268,197 269,309 
Asset quality     
Allowance for credit losses (4)
$14,551 $14,640 $14,338 $13,951 $14,222 $13,817 $13,434 $13,483 
Nonperforming loans, leases and foreclosed properties (5)
5,630 4,993 4,274 4,083 3,978 4,156 4,326 4,778 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding (5)
1.27 %1.27 %1.24 %1.20 %1.22 %1.20 %1.17 %1.23 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases (5)
243 275 314 319 333 309 288 262 
Net charge-offs$1,192 $931 $869 $807 $689 $520 $571 $392 
Annualized net charge-offs as a percentage of average loans and leases outstanding (5)
0.45 %0.35 %0.33 %0.32 %0.26 %0.20 %0.23 %0.16 %
Capital ratios at period end (6)
     
Common equity tier 1 capital11.8 %11.9 %11.6 %11.4 %11.2 %11.0 %10.5 %10.4 %
Tier 1 capital13.5 13.6 13.3 13.1 13.0 12.8 12.3 12.0 
Total capital15.2 15.4 15.1 15.0 14.9 14.7 14.2 14.0 
Tier 1 leverage7.1 7.3 7.1 7.1 7.0 6.8 6.5 6.3 
Supplementary leverage ratio6.1 6.2 6.0 6.0 5.9 5.8 5.5 5.4 
Tangible equity (3)
7.1 7.0 7.0 6.7 6.8 6.6 6.5 6.2 
Tangible common equity (3)
6.2 6.1 6.1 5.8 5.9 5.7 5.6 5.3 
Total loss-absorbing capacity and long-term debt metrics
Total loss-absorbing capacity to risk-weighted assets29.0 %29.3 %28.8 %28.8 %29.0 %28.9 %27.8 %27.2 %
Total loss-absorbing capacity to supplementary leverage exposure13.0 13.3 13.0 13.1 13.2 13.0 12.6 12.2 
Eligible long-term debt to risk-weighted assets14.5 14.8 14.6 14.8 15.2 15.2 14.7 14.4 
Eligible long-term debt to supplementary leverage exposure6.5 6.7 6.6 6.7 6.9 6.8 6.6 6.5 
(1)For definitions, see Key Metrics on page 170.
(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 29 and Non-GAAP Reconciliations on page 85.
(4)Includes the allowance for loan and lease losses and the reserve for unfunded lending commitments.
(5)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 27 and Commercial Portfolio Credit Risk Management – Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity on page 66 and corresponding Table 33.
(6)For more information, including which approach is used to assess capital adequacy, see Capital Management on page 47.

31 Bank of America


Table 8Average Balances and Interest Rates - FTE Basis
Average
Balance
Interest
Income/
Expense (1)
Yield/
Rate
Average
Balance
Interest
Income/
Expense (1)
Yield/
Rate
Average
Balance
Interest
Income/
Expense (1)
Yield/
Rate
(Dollars in millions)202320222021
Earning assets         
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks$324,389 $15,965 4.92 %$195,564 $2,591 1.32 %$255,595 $172 0.07 %
Time deposits placed and other short-term investments9,704 465 4.79 9,209 132 1.44 7,603 15 0.19 
Federal funds sold and securities borrowed or purchased under agreements to resell (2)
291,669 18,679 6.40 292,799 4,560 1.56 267,257 (90)(0.03)
Trading account assets189,263 8,849 4.68 158,102 5,586 3.53 147,891 3,823 2.58 
Debt securities794,192 20,332 2.55 922,730 17,207 1.86 905,169 12,433 1.38 
Loans and leases (3):
         
Residential mortgage229,001 6,923 3.02 227,604 6,375 2.80 216,983 5,995 2.76 
Home equity25,969 1,471 5.67 27,364 959 3.50 31,014 1,066 3.44 
Credit card96,190 10,436 10.85 83,539 8,408 10.06 75,385 7,772 10.31 
Direct/Indirect and other consumer 104,571 5,200 4.97 107,050 3,317 3.10 96,472 2,276 2.36 
Total consumer455,731 24,030 5.27 445,557 19,059 4.28 419,854 17,109 4.08 
U.S. commercial378,212 19,494 5.15 366,748 12,251 3.34 324,795 8,606 2.65 
Non-U.S. commercial125,486 8,023 6.39 125,222 3,702 2.96 99,584 1,752 1.76 
Commercial real estate (4)
72,981 5,162 7.07 65,421 2,595 3.97 60,303 1,496 2.48 
Commercial lease financing13,846 646 4.67 13,834 473 3.42 15,865 462 2.91 
Total commercial590,525 33,325 5.64 571,225 19,021 3.33 500,547 12,316 2.46 
Total loans and leases1,046,256 57,355 5.48 1,016,782 38,080 3.75 920,401 29,425 3.20 
Other earning assets98,127 9,184 9.36 105,674 4,847 4.59 112,512 2,321 2.06 
Total earning assets2,753,600 130,829 4.75 2,700,860 73,003 2.70 2,616,428 48,099 1.84 
Cash and due from banks26,076  28,029  31,214  
Other assets, less allowance for loan and lease losses373,837   407,005   386,981   
Total assets$3,153,513   $3,135,894   $3,034,623   
Interest-bearing liabilities         
U.S. interest-bearing deposits:         
Demand and money market deposits952,736 15,527 1.63 %987,247 3,145 0.32 %925,970 314 0.03 %
Time and savings deposits254,476 7,366 2.89 166,490 818 0.49 161,512 170 0.11 
Total U.S. interest-bearing deposits1,207,212 22,893 1.90 1,153,737 3,963 0.34 1,087,482 484 0.04 
Non-U.S. interest-bearing deposits96,845 3,270 3.38 80,951 755 0.93 82,769 53 0.06 
Total interest-bearing deposits1,304,057 26,163 2.01 1,234,688 4,718 0.38 1,170,251 537 0.05 
Federal funds purchased, securities loaned or sold under agreements to repurchase301,015 20,583 6.84 214,369 4,117 1.92 210,848 461 0.22 
Short-term borrowings and other interest-bearing
 liabilities (2)
152,548 9,970 6.54 137,277 2,861 2.08 106,975 (819)(0.77)
Trading account liabilities46,083 2,043 4.43 51,208 1,538 3.00 54,107 1,128 2.08 
Long-term debt248,853 14,572 5.86 246,479 6,869 2.79 237,703 3,431 1.44 
Total interest-bearing liabilities2,052,556 73,331 3.57 1,884,021 20,103 1.07 1,779,884 4,738 0.27 
Noninterest-bearing sources:         
Noninterest-bearing deposits583,484 751,470 744,035 
Other liabilities (5)
234,120 230,104 236,947 
Shareholders’ equity283,353 270,299 273,757 
Total liabilities and shareholders’ equity$3,153,513   $3,135,894   $3,034,623   
Net interest spread  1.18 %1.63 %1.57 %
Impact of noninterest-bearing sources  0.90 0.33 0.09 
Net interest income/yield on earning assets (6)
 $57,498 2.08 % $52,900 1.96 % $43,361 1.66 %
(1)Includes the impact of interest rate risk management contracts. For more information, see Interest Rate Risk Management for the Banking Book on page 77.
(2)For more information on negative interest, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
(3)Nonperforming loans are included in the respective average loan balances. Income on these nonperforming loans is generally recognized on a cost recovery basis.
(4)Includes U.S. commercial real estate loans of $67.2 billion, $61.1 billion and $56.5 billion, and non-U.S. commercial real estate loans of $5.8 billion, $4.3 billion and $3.8 billion for 2023, 2022 and 2021, respectively.
(5)Includes $40.2 billion, $30.7 billion and $30.4 billion of structured notes and liabilities for 2023, 2022 and 2021, respectively.
(6)Net interest income includes FTE adjustments of $567 million, $438 million and $427 million in 2023, 2022 and 2021, respectively.










Bank of America 32


Table 9Analysis of Changes in Net Interest Income - FTE Basis
Due to Change in (1)
Net Change
Due to Change in (1)
Net Change
VolumeRateVolumeRate
(Dollars in millions)From 2022 to 2023From 2021 to 2022
Increase (decrease) in interest income
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks$1,691 $11,683 $13,374 $(35)$2,454 $2,419 
Time deposits placed and other short-term investments8 325 333 115 117 
Federal funds sold and securities borrowed or purchased under agreements to resell(10)14,129 14,119 4,648 4,650 
Trading account assets1,095 2,168 3,263 256 1,507 1,763 
Debt securities(2,435)5,560 3,125 301 4,473 4,774 
Loans and leases
Residential mortgage37 511 548 287 93 380 
Home equity(50)562 512 (125)18 (107)
Credit card1,269 759 2,028 841 (205)636 
Direct/Indirect and other consumer(75)1,958 1,883 250 791 1,041 
Total consumer4,971 1,950 
U.S. commercial381 6,862 7,243 1,113 2,532 3,645 
Non-U.S. commercial12 4,309 4,321 452 1,498 1,950 
Commercial real estate302 2,265 2,567 126 973 1,099 
Commercial lease financing1 172 173 (59)70 11 
Total commercial14,304 6,705 
Total loans and leases19,275 8,655 
Other earning assets(343)4,680 4,337 (144)2,670 2,526 
Net increase (decrease) in interest income$57,826 $24,904 
Increase (decrease) in interest expense
U.S. interest-bearing deposits
Demand and money market deposit accounts$(96)$12,478 $12,382 $(18)$2,849 $2,831 
Time and savings deposits429 6,119 6,548 13 635 648 
Total U.S. interest-bearing deposits18,930 3,479 
Non-U.S. interest-bearing deposits146 2,369 2,515 (4)706 702 
Total interest-bearing deposits21,445 4,181 
Federal funds purchased and securities loaned or sold under agreements to
   repurchase
1,662 14,804 16,466 11 3,645 3,656 
Short-term borrowings and other interest-bearing liabilities312 6,797 7,109 (238)3,918 3,680 
Trading account liabilities(156)661 505 (63)473 410 
Long-term debt74 7,629 7,703 118 3,320 3,438 
Net increase (decrease) in interest expense53,228 15,365 
Net increase (decrease) in net interest income (2)
$4,598 $9,539 
(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)Includes an increase in FTE basis adjustments of $129 million from 2022 to 2023 and $11 million from 2021 to 2022.

33 Bank of America


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 Banking and Global Markets, with the remaining operations recorded in All Other. We manage our segments and report their results on an FTE basis. The primary activities, products and businesses of the business segments and All Other are shown below.
Capture.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 44. 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 a reporting unit, see Note 7 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
For more information on our presentation of financial information on an FTE basis, see Supplemental Financial Data on page 29, and for reconciliations to consolidated total revenue, net income and year-end total assets, see Note 23 – Business Segment Information to the Consolidated Financial Statements.
Key Performance Indicators
We present certain key financial and nonfinancial performance indicators that management uses when evaluating segment results. We believe they are useful to investors because they provide additional information about our segments’ operational performance, customer trends and business growth.
Bank of America 3634


Consumer Banking
Deposits
Deposits
Deposits
DepositsConsumer LendingTotal Consumer Banking
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202021202020212020% Change202320222023202220232022% Change
Net interest incomeNet interest income$14,358 $13,739 $10,571 $10,959 $24,929 $24,698 %Net interest income$22,545 $19,254 $$11,144 $10,791 $$33,689 $30,045 12 12 %
Noninterest income:Noninterest income:
Card income
Card income
Card incomeCard income(28)(20)5,200 4,693 5,172 4,673 11 
Service chargesService charges3,535 3,416 3 3,538 3,417 
All other incomeAll other income223 310 143 164 366 474 (23)
Total noninterest incomeTotal noninterest income3,730 3,706 5,346 4,858 9,076 8,564 
Total revenue, net of interest expenseTotal revenue, net of interest expense18,088 17,445 15,917 15,817 34,005 33,262 
Provision for credit lossesProvision for credit losses240 379 (1,275)5,386 (1,035)5,765 (118)
Provision for credit losses
Provision for credit losses
Provision for credit losses
Provision for credit losses
Provision for credit losses491 564 4,667 1,416 5,158 1,980 n/m
Noninterest expenseNoninterest expense11,650 11,508 7,640 7,374 19,290 18,882 
Income before income taxesIncome before income taxes6,198 5,558 9,552 3,057 15,750 8,615 83 
Income tax expenseIncome tax expense1,519 1,362 2,340 749 3,859 2,111 83 
Net incomeNet income$4,679 $4,196 $7,212 $2,308 $11,891 $6,504 83 
Effective tax rate (1)
Effective tax rate (1)
24.5 %24.5 %
Effective tax rate (1)
Effective tax rate (1)
Effective tax rate (1)
Effective tax rate (1)
Effective tax rate (1)
Net interest yield
Net interest yield
Net interest yieldNet interest yield1.48 %1.69 %3.77 %3.53 %2.45 2.88 
Return on average allocated capitalReturn on average allocated capital39 35 27 31 17 
Return on average allocated capital
Return on average allocated capital
Efficiency ratioEfficiency ratio64.41 65.97 48.00 46.62 56.73 56.77 
Efficiency ratio
Efficiency ratio
Balance Sheet
Balance Sheet
Balance SheetBalance Sheet
AverageAverage
Average
Average
Total loans and leases
Total loans and leases
Total loans and leasesTotal loans and leases$4,431 $5,144 $279,630 $310,436 $284,061 $315,580 (10)%$4,129 $4,161 $$304,561 $288,205 $$308,690 $292,366 %
Total earning assets (2)
Total earning assets (2)
973,018 813,779 280,080 310,862 1,016,751 858,724 18 
Total assets (2)
Total assets (2)
1,009,387 849,924 285,532 314,599 1,058,572 898,606 18 
Total depositsTotal deposits976,093 816,968 6,934 6,698 983,027 823,666 19 
Allocated capitalAllocated capital12,000 12,000 26,500 26,500 38,500 38,500 — 
Year end
Year End
Year End
Year End
Total loans and leases
Total loans and leases
Total loans and leasesTotal loans and leases$4,206 $4,673 $282,305 $295,261 $286,511 $299,934 (4)%$4,218 $4,148 $$310,901 $300,613 $$315,119 $304,761 %
Total earning assets (2)
Total earning assets (2)
1,048,009 899,951 282,850 295,627 1,090,331 945,343 15 
Total assets (2)
Total assets (2)
1,082,449 939,629 289,220 299,185 1,131,142 988,580 14 
Total depositsTotal deposits1,049,085 906,092 5,910 6,560 1,054,995 912,652 16 
(1)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.
n/m = not meaningful
Consumer Banking, 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 3839 states and the District of Columbia. As of December 31, 2021,2023, our network includes approximately 4,2003,800 financial centers, approximately 16,00015,000 ATMs, nationwide call centers and leading digital banking platforms with more than 4146 million active users, including approximately 3338 million active mobile users.users.
Consumer Banking Results
Net income for Consumer Banking increased $5.4decreased $923 million to $11.6 billion to $11.9 billion primarily due to improvementan increase in the provision for credit losses and higher revenue,noninterest expense, partially offset by higher noninterest expense.revenue. Net interest income increased $231 million$3.6 billion to $24.9 billion primarily due to the benefit of higher

deposit balances and the acceleration of net capitalized loan fees due to PPP loan forgiveness, partially offset by lower interest rates and loan balances. Noninterest income increased $512 million to $9.1$33.7 billion primarily driven by higher card incomeinterest rates and service charges due to increased client activity,loan balances, partially offset by lower deposit balances. Noninterest income decreased $248 million to $8.3 billion primarily driven by the allocationimpact of assetnon-sufficient funds and liability management (ALM) results.overdraft policy changes.
The provision for credit losses improved $6.8increased $3.2 billion to a benefit of $1.0$5.2 billion primarily driven by reserve releases due to improvements in the macroeconomic outlookcredit card loan growth and creditasset quality. Noninterest expense increased $408 million$1.3 billion to $19.3 $21.4
billion primarily driven by an impairment charge for real estate rationalization, the contribution to the Bank of America Foundation, cost of increased client activity and continued investments forin the business, growth, including the merchant services platform, partially offset by lower COVID-19 related costs.people and technology, higher litigation expense, including consumer regulatory matters, and higher FDIC expense.
The return on average allocated capital was 28 percent, down from 31 percent, up from 17 percent, driven by higherdue to an increase in allocated capital and lower net income.income. For more information on capital allocated to the business segments, see Business Segment Operations on page 36.

34.
37 Bank of America


Deposits
Deposits includes the results of consumer deposit activities that consist of a comprehensive range of products provided to consumers and small businesses. Our deposit products include noninterest- and interest-bearing checking accounts, money market savings accounts, traditional savings accounts, CDs and IRAs, 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 Consumer Investment accounts. Consumer Investments serves investment client relationships through the Merrill Edge integrated investing and banking service platform, providing investment advice and guidance, client brokerage asset services, self-directed online investing and key banking capabilities including access to the Corporation’s network of financial centers and ATMs.
35 Bank of America


Net income for Deposits increased $483 million$1.6 billion to $4.7$8.7 billion primarily due to higher revenue, and lower provision for credit losses, partially offset by higher noninterest expense. Net interest income increased $619 million$3.3 billion to $14.4$22.5 billion primarily due to the benefit of higher interest rates, partially offset by lower deposit balances. Noninterest income increased $24decreased $264 million to $3.7$2.9 billion primarily driven by higher service chargesthe impact of non-sufficient funds and investment and brokerage fees, largely offset by the allocation of ALM results.overdraft policy changes.
The provision for credit losses decreased $139 million to $240 million due to an improved macroeconomic outlook. Noninterest expense increased $142$965 million to $11.7$13.4 billion primarily driven by an impairment charge for real estate rationalization, and the cost of increased client activity anddue to continued investments forin the business, growth, partially offset by lower COVID-19 related costs.including people and technology, higher litigation expense, including consumer regulatory matters, and higher FDIC expense.
Average deposits increased $159.1decreased $69.1 billion to $976.1$987.7 billion primarily due to net inflowsoutflows of $90.4$51.8 billion in money market savings and $28.6 billion in checking, andpartially offset by growth in time deposits and $68.0 billion in traditional savings and money market savings driven by strong organic growth and government stimulus measures.of $19.9 billion.

The table below provides key performance indicators for Deposits. Management uses these metrics, and we believe they are useful to investors because they provide additional information to evaluate our deposit profitability and digital/mobile trends.
Key Statistics – DepositsKey Statistics – Deposits
Key Statistics – Deposits
Key Statistics – Deposits
20212020
2023
2023
20232022
Total deposit spreads (excludes noninterest costs) (1)
Total deposit spreads (excludes noninterest costs) (1)
1.69%1.94%
Total deposit spreads (excludes noninterest costs) (1)
2.70%1.86%
Year End
Year end
Year end
Year end
Consumer investment assets (in millions) (2)
Consumer investment assets (in millions) (2)
Consumer investment assets (in millions) (2)
Consumer investment assets (in millions) (2)
$368,831$306,104$424,410$319,648
Active digital banking users (in thousands) (3)
Active digital banking users (in thousands) (3)
41,36539,315
Active digital banking users (in thousands) (3)
46,26544,054
Active mobile banking users (in thousands) (4)
Active mobile banking users (in thousands) (4)
32,98030,783
Active mobile banking users (in thousands) (4)
37,92735,452
Financial centersFinancial centers4,1734,312Financial centers3,8453,913
ATMsATMs16,20916,904ATMs15,16815,528
(1)Includes deposits held in Consumer Lending.
(2)Includes client brokerage assets, deposit sweep balances, Bank of America, N.A. brokered CDs and AUM in Consumer Banking.
(3)Represents mobile and/or online active users over the past 90 days.
(4)Represents mobile active users over the past 90 days.
Consumer investment assets increased $62.7$104.8 billion to $368.8$424.4 billion driven by market performance and client flows. Active mobile banking users increased approximately two million, reflecting continuing changes in our customers’clients’ banking preferences. We had a net decrease of 13968 financial centers and 360 ATMs as we continue to optimize our consumer banking network.
Consumer Lending
Consumer Lending offers products to consumers and small businesses across the U.S. The products offered include debit and credit 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 debit and credit 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, including loans held on the balance sheet of Consumer Lending and loans serviced for others.
Bank of America 38


Net income for Consumer Lending was $7.2decreased $2.5 billion an increase of $4.9 to $2.9 billion primarily due to improvementan increase in the provision for credit losses. Net interest income declined $388increased $353 million to $10.6$11.1 billion primarily due to lower interest rates andhigher loan balances. Noninterest income increased $488$16 million to $5.3$5.5 billion, primarily driven by higher card income due to increased client activity. relatively unchanged from the same period a year ago.
The provision for credit losses improved $6.7increased $3.3 billion to a benefit of $1.3$4.7 billion primarily driven by reserve releases due to improvements in the macroeconomic outlookcredit card loan growth and creditasset quality. Noninterest expense increased $266$374 million to $7.6$8.1 billion primarily driven by continued investments forin the business, growth, partially offset by lower COVID-19 related costs.including people and technology.
Average loans decreased $30.8increased $16.4 billion to $279.6$304.6 billion primarily driven by a declinean increase in residential mortgage and credit card loans.
The table below provides key performance indicators for Consumer Lending. Management uses these metrics, and we believe they are useful to investors because they provide additional information about loan growth and profitability.
Key Statistics – Consumer Lending
Key Statistics – Consumer Lending
Key Statistics – Consumer Lending
(Dollars in millions)(Dollars in millions)20212020
(Dollars in millions)
(Dollars in millions)20232022
Total credit card (1)
Total credit card (1)
Gross interest yield (2)
Gross interest yield (2)
Gross interest yield (2)
Gross interest yield (2)
10.17 %10.27 %11.88 %10.42 %
Risk-adjusted margin (3)
Risk-adjusted margin (3)
10.17 9.16 
New accounts (in thousands)New accounts (in thousands)3,594 2,505 
Purchase volumesPurchase volumes$311,571 $251,599 
Debit card purchase volumesDebit card purchase volumes$473,770 $384,503 
(1)Includes GWIM's credit card portfolio.
(2)Calculated as the effective annual percentage rate divided by average loans.
(3)Calculated as the difference between total revenue, net of interest expense, and net credit losses divided by average loans.

During 2021,2023, the total risk-adjusted margin increased 101decreased 223 bps primarily driven by lowerhigher net credit losses, higherlower net fee income and higher netlower interest margin. Total credit card purchase volumes increased $60.0$6.5 billion to $311.6$363.1 billion as spending continued to recover, with improvements across all categories. Debitand debit card purchase volumes increased $89.3$23.5 billion to $473.8$527.1 billion, due to continued retail growth from the pandemic recovery, as well as the impactreflecting higher levels of government stimulus measures, and tax refunds.consumer spending.
Key Statistics – Loan Production (1)
Key Statistics – Loan Production (1)
Key Statistics – Loan Production (1)
(Dollars in millions)(Dollars in millions)20212020
(Dollars in millions)
(Dollars in millions)20232022
Consumer Banking:Consumer Banking:
First mortgage
First mortgage
First mortgageFirst mortgage$45,976 $43,197 
Home equityHome equity3,996 6,930 
Total (2):
Total (2):
First mortgageFirst mortgage$79,692 $69,086 
First mortgage
First mortgage
Home equityHome equity4,895 8,160 
(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 for Consumer Banking and the total Corporation increased $2.8decreased $11.8 billion and $10.6$25.4 billion during 20212023 primarily driven by higher interest rates, resulting in lower customer demand.
Home equity production in Consumer Banking and the total Corporationdecreased $2.9 billion increased $340 million and $3.3 billion$223 million during 20212023 primarily driven by lower demand due to increased borrower liquidity.higher demand.
39Bank of America36


Global Wealth & Investment Management
(Dollars in millions)20212020% Change
Net interest income$5,664 $5,468 %
Noninterest income:
Investment and brokerage services14,312 12,270 17 
All other income772 846 (9)
Total noninterest income15,084 13,116 15 
Total revenue, net of interest expense20,748 18,584 12 
Provision for credit losses(241)357 n/m
Noninterest expense15,258 14,160 
Income before income taxes5,731 4,067 41 
Income tax expense1,404 996 41 
Net income$4,327 $3,071 41 
Effective tax rate24.5 %24.5 %
Net interest yield1.51 1.73 
Return on average allocated capital26 21 
Efficiency ratio73.54 76.19 
Balance Sheet
Average
Total loans and leases$196,899 $183,402 %
Total earning assets374,273 316,008 18 
Total assets386,918 328,384 18 
Total deposits340,124 287,123 18 
Allocated capital16,500 15,000 10 
Year end
Total loans and leases$208,971 $188,562 11 %
Total earning assets425,112 356,873 19 
Total assets438,275 369,736 19 
Total deposits390,143 322,157 21 
n/m = not meaningful
(Dollars in millions)20232022% Change
Net interest income$7,147 $7,466 (4)%
Noninterest income:
Investment and brokerage services13,213 13,561 (3)
All other income745 721 
Total noninterest income13,958 14,282 (2)
Total revenue, net of interest expense21,105 21,748 (3)
Provision for credit losses6 66 (91)
Noninterest expense15,836 15,490 
Income before income taxes5,263 6,192 (15)
Income tax expense1,316 1,517 (13)
Net income$3,947 $4,675 (16)
Effective tax rate25.0 %24.5 %
Net interest yield2.17 1.95 
Return on average allocated capital21 27 
Efficiency ratio75.04 71.23 
Balance Sheet
Average
Total loans and leases$219,503 $219,810 — %
Total earning assets329,493 383,352 (14)
Total assets342,531 396,167 (14)
Total deposits298,335 351,329 (15)
Allocated capital18,500 17,500 
Year end
Total loans and leases$219,657 $223,910 (2)%
Total earning assets330,653 355,461 (7)
Total assets344,626 368,893 (7)
Total deposits299,657 323,899 (7)
GWIM consists of two primary businesses: Merrill Wealth Management (MWM) and Bank of America Private Bank.
MWM'sMerrill Wealth Management’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. MWMMerrill Wealth Management provides tailored solutions to meet clients'clients’ needs through a full set of investment management, brokerage, banking and retirement products.
Bank of America Private Bank, together with MWM'sMerrill Wealth Management’s Private Wealth Management business, provides comprehensive wealth management solutions targeted to high net worth and ultra high net worth clients, as well as customized solutions to meet clients'clients’ wealth structuring, investment management, trust and banking needs, including specialty asset management services.
Net income for GWIM increased $1.3decreased $728 million to $3.9 billion primarily due to $4.3 billion driven by higherlower revenue and improvement in the provision for credit losses, partially offset by higher noninterest expense. The operating margin was 2825 percent compared to 2228 percent a year ago.
Net interest income increased $196decreased $319 million to $5.7$7.1 billion due to the benefits of loan and deposit growth, partially offsetprimarily driven by lower interest rates.average deposit balances and a portfolio mix shift to higher yielding deposit products.
Noninterest income, which primarily includes investment and brokerage services income, increased $2.0 billiondecreased $324 million to $15.1$14.0 billion. The decrease was primarily driven by lower transactional revenue and asset management fees driven by declines in AUM
pricing as well as lower average market valuations, partially offset by the impact of positive AUM flows.
Noninterest expense increased $346 million to $15.8 billion primarily due to continued investments in the business, including strategic hiring and technology, as well as higher market valuations and positive AUM flows,FDIC expense, partially offset by declines in AUM pricing.
The provision for credit losses improved $598 million to a benefit of $241 million primarily due to improvements in the macroeconomic outlook and credit quality. Noninterest expense increased $1.1 billion to $15.3 billion primarily driven by higherlower revenue-related incentives.
The return on average allocated capital was 2621 percent, updown from 2127 percent, due to higherlower net income partially offset by anand, to a lesser extent, a small increase in allocated capital. For more information on capital allocated to the business segments, see Business Segment Operations on page 36.
Average loans increased $13.5totaled $219.5 billion, relatively unchanged from the same period a year ago. Average deposits decreased $53.0 billion to $196.9$298.3 billion primarily driven by securities-based lending, custom lendingclients moving deposits to higher yielding investment cash alternatives, including offerings on our investment and residential mortgage. Average deposits increased $53.0 billion to $340.1 billion primarily driven by inflows from new accounts and client responses to market volatility.brokerage platforms.
MWMMerrill Wealth Management revenue of $17.4$17.5 billion increased 14decreased four percent primarily driven by the benefits of higherlower net interest income, lower transactional revenue and asset management fees driven by declines in AUM pricing as well as lower average market valuations, partially offset by the impact of positive AUM flows and loan and deposit growth.flows.
Bank of America Private Bank revenue of $3.3$3.6 billion remained relatively flat with the benefits ofincreased one percent primarily driven by higher market valuations, AUM flows, and loan and deposit growth mostly offsetnet interest income as well as higher asset management fees driven by the realignmentimpact of certain business results to MWM.positive AUM flows.

37Bank of America40


Key Indicators and Metrics
Key Indicators and Metrics
Key Indicators and MetricsKey Indicators and Metrics
(Dollars in millions)(Dollars in millions)20212020
(Dollars in millions)
(Dollars in millions)20232022
Revenue by BusinessRevenue by Business
Merrill Wealth Management
Merrill Wealth Management
Merrill Wealth ManagementMerrill Wealth Management$17,448 $15,292 
Bank of America Private BankBank of America Private Bank3,300 3,292 
Total revenue, net of interest expenseTotal revenue, net of interest expense$20,748 $18,584 
Total revenue, net of interest expense
Total revenue, net of interest expense
Client Balances by Business, at period end
Client Balances by Business, at year end
Client Balances by Business, at year end
Client Balances by Business, at year end
Merrill Wealth Management
Merrill Wealth Management
Merrill Wealth ManagementMerrill Wealth Management$3,214,881 $2,808,340 
Bank of America Private BankBank of America Private Bank625,453 541,464 
Total client balancesTotal client balances$3,840,334 $3,349,804 
Total client balances
Total client balances
Client Balances by Type, at period end
Client Balances by Type, at year end
Client Balances by Type, at year end
Client Balances by Type, at year end
Assets under management
Assets under management
Assets under managementAssets under management$1,638,782 $1,408,465 
Brokerage and other assetsBrokerage and other assets1,655,021 1,479,614 
DepositsDeposits390,143 322,157 
Deposits
Deposits
Loans and leases (1)
Loans and leases (1)
212,251 191,124 
Less: Managed deposits in assets under managementLess: Managed deposits in assets under management(55,863)(51,556)
Total client balancesTotal client balances$3,840,334 $3,349,804 
Assets Under Management RollforwardAssets Under Management Rollforward
Assets under management, beginning of period$1,408,465 $1,275,555 
Assets Under Management Rollforward
Assets Under Management Rollforward
Assets under management, beginning of year
Assets under management, beginning of year
Assets under management, beginning of year
Net client flowsNet client flows66,250 19,596 
Net client flows
Net client flows
Market valuation/other
Market valuation/other
164,067 113,314 
Total assets under management, end of period$1,638,782 $1,408,465 
Total assets under management, end of year
Total wealth advisors, at period end (2)
18,846 20,103 
Total wealth advisors, at year end (2)
Total wealth advisors, at year end (2)
Total wealth advisors, at year end (2)
(1)Includes margin receivables which are classified in customer and other receivables on the Consolidated Balance Sheet.
(2)Includes advisors across all wealth management businesses in GWIM and Consumer Banking.Prior period has been revised to conform to current-period presentation.
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. 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 $490.5$402.5 billion, or 1512 percent, to $3.8 trillion at December 31, 20212023 compared to December 31, 2020.2022. The increase in client balances was primarily due to the impact of higher end-of-period market valuations and positive net client flows.
41Bank of America38


Global Banking
(Dollars in millions)(Dollars in millions)20212020% Change
(Dollars in millions)
(Dollars in millions)
Net interest income
Net interest income
Net interest incomeNet interest income$8,511 $9,013 (6)%
Noninterest income:Noninterest income:
Noninterest income:
Noninterest income:
Service charges
Service charges
Service chargesService charges3,523 3,238 
Investment banking feesInvestment banking fees5,107 4,010 27 
Investment banking fees
Investment banking fees
All other income
All other income
All other incomeAll other income3,734 2,726 37 
Total noninterest incomeTotal noninterest income12,364 9,974 24 
Total noninterest income
Total noninterest income
Total revenue, net of interest expense
Total revenue, net of interest expense
Total revenue, net of interest expenseTotal revenue, net of interest expense20,875 18,987 10 
Provision for credit lossesProvision for credit losses(3,201)4,897 n/m
Provision for credit losses
Provision for credit losses
Noninterest expense
Noninterest expense
Noninterest expenseNoninterest expense10,632 9,342 14 
Income before income taxesIncome before income taxes13,444 4,748 n/m
Income before income taxes
Income before income taxes
Income tax expenseIncome tax expense3,630 1,282 n/m
Income tax expense
Income tax expense
Net income
Net income
Net incomeNet income$9,814 $3,466 n/m
Effective tax rateEffective tax rate27.0 %27.0 %
Effective tax rate
Effective tax rate
Net interest yield
Net interest yield
Net interest yieldNet interest yield1.55 1.86 
Return on average allocated capitalReturn on average allocated capital23 
Return on average allocated capital
Return on average allocated capital
Efficiency ratio
Efficiency ratio
Efficiency ratioEfficiency ratio50.93 49.20 
Balance SheetBalance Sheet
Balance Sheet
Balance Sheet
Average
Average
AverageAverage
Total loans and leases
Total loans and leases
$329,655 $382,264 (14)%
Total loans and leases
Total loans and leases
Total earning assets
Total earning assets
Total earning assetsTotal earning assets549,749 485,688 13 
Total assetsTotal assets611,304 542,302 13 
Total assets
Total assets
Total deposits
Total deposits
Total depositsTotal deposits522,790 456,562 15 
Allocated capitalAllocated capital42,500 42,500 — 
Allocated capital
Allocated capital
Year end
Year end
Year endYear end
Total loans and leasesTotal loans and leases$352,933 $339,649 %
Total loans and leases
Total loans and leases
Total earning assets
Total earning assets
Total earning assetsTotal earning assets574,583 522,650 10 
Total assetsTotal assets638,131 580,561 10 
Total assets
Total assets
Total deposits
Total deposits
Total depositsTotal deposits551,752 493,748 12 
n/m = not meaningful
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, short-term investing options and merchant services. We also provide investment banking productsservices 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 Corporate Banking clients generally include large global corporations, financial institutions and leasing clients. Global Commercial Banking clients generally include middle-market companies, commercial real estate firms and not-for-profit companies. Business Banking clients include mid-sized U.S.-based businesses requiring customized and integrated financial advice and solutions.
Net income for Global Banking increased $6.3$2.4 billion to $9.8$10.2 billion driven by improvement in thehigher revenue and lower provision for credit losses, and higher revenue, partially offset by higher noninterest expense.
Net interest income decreased $502 millionincreased $2.5 billion to $8.5$14.6 billion
primarily due to the impactbenefit of lower average loan balanceshigher interest rates.
Noninterest income increased $106 million to $10.2 billion driven by negative valuation adjustments on leveraged loans in the prior year and deposit spreads,higher revenue from tax-advantaged investment activities in the current year, partially offset by the benefits of higher deposit balanceslower treasury service charges and credit spreads.
Noninterest income increased $2.4 billion to $12.4 billion driven by higherlower investment banking fees, higher valuation-driven adjustments on the fair value loan portfolio, debt securities and leveraged loans, higher income from ESG investment activities, as well as higher treasury and credit service charges.fees.
The provision for credit losses improved $8.1$1.2 billion to a benefit of $3.2 billion$586 million primarily driven by reserve releases due to improvements in thean improved macroeconomic outlook and credit quality.outlook.
Noninterest expense increased $1.3 billion$378 million to $10.6$11.3 billion primarily due to higher revenue-related incentivescontinued investments in the business, including technology and strategic hiring in 2022, and higher operating costs.FDIC expense, partially offset by expenses recognized for certain regulatory matters in the prior-year period.
The return on average allocated capital was 2321 percent, up from eight18 percent, due to higher net income. For more information on capitalincome, partially offset by higher allocated to the business segments, see Business Segment Operations on page 36.capital.
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.
39Bank of America42



The following table below and following discussion present a summary of the results, which exclude certain investment banking merchant services and PPPother activities in Global Banking.Banking.
Global Corporate, Global Commercial and Business Banking
Global Corporate, Global Commercial and Business Banking
Global Corporate, Global Commercial and Business BankingGlobal Corporate, Global Commercial and Business Banking
Global Corporate Banking
Global Corporate BankingGlobal Commercial BankingBusiness BankingTotal
Global Corporate Banking
Global Corporate BankingGlobal Commercial BankingBusiness BankingTotal
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021202020212020202120202021202020232022202320222023202220232022
RevenueRevenue
Business Lending
Business Lending
Business LendingBusiness Lending$3,725 $3,552 $3,676 $3,743 $225 $261 $7,626 $7,556 
Global Transaction ServicesGlobal Transaction Services3,127 2,986 3,209 3,169 889 893 7,225 7,048 
Total revenue, net of interest expenseTotal revenue, net of interest expense$6,852 $6,538 $6,885 $6,912 $1,114 $1,154 $14,851 $14,604 
Balance SheetBalance Sheet
Balance Sheet
Balance Sheet
Balance Sheet
Balance Sheet
Balance Sheet
AverageAverage
Average
Average
Total loans and leases
Total loans and leases
Total loans and leases
Total loans and leases
$150,159 $179,393 $161,012 $182,212 $12,763 $14,410 $323,934 $376,015 
Total depositsTotal deposits251,303 216,371 213,708 191,813 56,321 48,214 521,332 456,398 
Year endYear end
Year end
Year end
Year end
Year end
Year end
Total loans and leases
Total loans and leases
Total loans and leasesTotal loans and leases$163,027 $153,126 $175,228 $164,641 $12,822 $13,242 $351,077 $331,009 
Total depositsTotal deposits259,160 233,484 232,670 207,597 57,848 52,150 549,678 493,231 
Business Lending revenue increased $70 million$1.3 billion in 20212023 compared to 20202022 primarily due todriven by higher credit spreads and incomeinterest rates, higher revenue from ESGtax-advantaged investment activities partially offset byand the impact of lowerhigher average loan balances.
Global Transaction Services revenue increased $177 million$1.0 billion in 20212023 compared to 20202022 primarily driven by the benefit of higher deposit balances and treasury service charges,interest rates, partially offset by lower treasury service charges and the impact of lower average deposit spreads.balances.
Average loans and leases decreased 14increased one percent in 20212023 compared to 2020 driven by2022 due to client paydowns and lower demand. Average deposits increased 14decreased one percent primarily driven by elevated balances from prior-year inflows on client responsesin 2023 compared to market volatility and government stimulus measures.2022 due to declines in domestic 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 and Global Markets 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 below presents total Corporation investment banking fees and the portion attributable to Global Banking.
Investment Banking FeesInvestment Banking Fees
Investment Banking Fees
Global BankingTotal Corporation
Investment Banking Fees
Global Banking
Global Banking
Global BankingTotal Corporation
(Dollars in millions)(Dollars in millions)2021202020212020
(Dollars in millions)
(Dollars in millions)2023202220232022
ProductsProducts
Advisory
Advisory
AdvisoryAdvisory$2,139 $1,458 $2,311 $1,621 
Debt issuanceDebt issuance1,736 1,555 4,015 3,443 
Equity issuanceEquity issuance1,232 997 2,784 2,328 
Gross investment banking feesGross investment banking fees5,107 4,010 9,110 7,392 
Self-led dealsSelf-led deals(93)(93)(223)(212)
Total investment banking feesTotal investment banking fees$5,014 $3,917 $8,887 $7,180 
Total Corporation investment banking fees, excludingwhich exclude self-led deals of $8.9 billion, whichand are primarily included within Global Banking and Global MaMarketrkets, increased 24s, decreased two percent to $4.7 billion primarily drivendue to lower advisory and debt issuance fees, partially offset by higher advisory fees as well as higher debt issuance and equity issuance fees.
43Bank of America40


Global Markets
(Dollars in millions)20232022% Change
Net interest income$1,678 $3,088 (46)%
Noninterest income:
Investment and brokerage services1,993 2,002 — 
Investment banking fees1,874 1,820 
Market making and similar activities13,430 11,406 18 
All other income552 (178)n/m
Total noninterest income17,849 15,050 19 
Total revenue, net of interest expense19,527 18,138 
Provision for credit losses(131)28 n/m
Noninterest expense13,206 12,420 
Income before income taxes6,452 5,690 13 
Income tax expense1,774 1,508 18 
Net income$4,678 $4,182 12 
Effective tax rate27.5 %26.5 %
Return on average allocated capital10 10 
Efficiency ratio67.63 68.48 
Balance Sheet
Average
Trading-related assets:
Trading account securities$318,443 $303,587 %
Reverse repurchases133,735 126,324 
Securities borrowed121,547 116,764 
Derivative assets44,303 54,128 (18)
Total trading-related assets618,028 600,803 
Total loans and leases129,657 116,652 11 
Total earning assets652,352 602,889 
Total assets869,756 857,637 
Total deposits33,278 40,382 (18)
Allocated capital45,500 42,500 
Year end
Total trading-related assets$542,544 $564,769 (4)%
Total loans and leases136,223 127,735 
Total earning assets637,955 587,772 
Total assets817,588 812,489 
Total deposits34,833 39,077 (11)
(Dollars in millions)20212020% Change
Net interest income$4,011 $4,646 (14)%
Noninterest income:
Investment and brokerage services1,979 1,973 — 
Investment banking fees3,616 2,991 21 
Market making and similar activities8,760 8,471 
All other income889 684 30 
Total noninterest income15,244 14,119 
Total revenue, net of interest expense19,255 18,765 
Provision for credit losses65 251 (74)
Noninterest expense13,032 11,417 14 
Income before income taxes6,158 7,097 (13)
Income tax expense1,601 1,845 (13)
Net income$4,557 $5,252 (13)
Effective tax rate26.0 %26.0 %
Return on average allocated capital12 15 
Efficiency ratio67.68 60.84 
Balance Sheet
Average
Trading-related assets:
Trading account securities$291,505 $243,519 20 %
Reverse repurchases113,989 104,697 
Securities borrowed100,292 87,125 15 
Derivative assets43,582 47,655 (9)
Total trading-related assets549,368 482,996 14 
Total loans and leases91,339 73,062 25 
Total earning assets541,391 482,171 12 
Total assets785,998 685,047 15 
Total deposits51,833 47,400 
Allocated capital38,000 36,000 
Year end
Total trading-related assets$491,160 $421,698 16 %
Total loans and leases114,846 78,415 46 
Total earning assets561,135 447,350 25 
Total assets747,794 616,609 21 
Total deposits46,374 53,925 (14)
n/m = not meaningful
Global Markets offers sales and trading services and 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-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 43.40.
The following explanations for year-over-year changes in results for Global Markets, including those disclosed under Sales and Trading Revenue, are the same for amounts including and excluding net DVA. Amounts excluding net DVA are a non-GAAP financial measure. For more information on net DVA, see Supplemental Financial Data on page 31.29.
Net income for Global Marketsdecreased $695 increased $496 million to $4.6 billion.$4.7 billion in 2023 compared to 2022. Net DVA losses were $54$236 million compared to lossesgains of $133$20 million in 2020.2022. Excluding net DVA, net income decreased $755increased $690 million to $4.6$4.9 billion. These decreasesincreases were primarily driven by higher noninterest expense,an increase in revenue, partially offset by higher revenue and lower provision for credit losses.noninterest expense.
Revenue increased $490 million$1.4 billion to $19.3$19.5 billion primarily driven bydue to higher investment banking fees and sales and trading revenue.revenue in the current-year period and negative valuation adjustments on leveraged loans in the prior-year period. Sales and trading revenue increased $172$887 million, and excluding net DVA, increased $93 million.$1.1 billion. These increases were primarily driven by higher revenue in Equities, partially offset by lower revenue in FICC.
The provision for credit losses decreased $186 million primarily due to an improved macroeconomic outlook.
Noninterest expense increased $1.6 billion$786 million to $13.0$13.2 billion, primarily driven by continued investments in the business, including people and technology, partially offset by expenses recognized for certain regulatory matters in the prior-year period.
Average total assets increased $12.1 billion to $869.8 billion, driven by higher revenue-related expenses for sales and trading as well as costs associated with processinglevels of inventory, increased secured
41Bank of America44


transactional card claims related to state unemployment benefits.
Average total assets increased $101.0 billion to $786.0 billion.financing activity and loan growth in FICC, partially offset by lower levels of inventory in Equities. Year-end total assets increased $131.2$5.1 billion to $747.8 billion. Both increases were primarily due to higher client balances in Equities and higher levels of inventory and loan growth in FICC.$817.6 billion driven by the same factors as average assets.
The return on average allocated capital was 1210 percent, downunchanged from 15 percent, reflecting lower net income and an increase in allocated capital.the same period a year ago. For more information on capital allocated to the business segments, see Business Segment Operations on page 36.34.
Sales and Trading Revenue
Sales and trading revenue includes unrealized and realized gains and losses on trading and other assets which are included in market making and similar activities, 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 also present sales and trading revenue,
excluding net DVA, which is a non-GAAP financial measure. For more information on net DVA, see Supplemental Financial Data on page 31.29.
Sales and Trading Revenue (1, 2, 3)
(Dollars in millions)20212020
Sales and trading revenue
Fixed income, currencies and commodities$8,761 $9,595 
Equities6,428 5,422 
Total sales and trading revenue$15,189 $15,017 
Sales and trading revenue, excluding net DVA (4)
Fixed income, currencies and commodities$8,810 $9,725 
Equities6,433 5,425 
Total sales and trading revenue, excluding net DVA$15,243 $15,150 
Sales and Trading Revenue (1, 2, 3)
(Dollars in millions)20232022
Sales and trading revenue (2)
Fixed-income, currencies and commodities$10,896 $9,917 
Equities6,480 6,572 
Total sales and trading revenue$17,376 $16,489 
Sales and trading revenue, excluding net DVA (4)
Fixed-income, currencies and commodities$11,122 $9,898 
Equities6,490 6,571 
Total sales and trading revenue, excluding net DVA$17,612 $16,469 
(1)For more information on sales and trading revenue, see Note 3 – Derivatives to the Consolidated Financial Statements.
(2)Includes FTE adjustments of $421$546 million and $196$354 million for 20212023 and 2020.2022.
(3)Includes Global Banking sales and trading revenue of $510$654 million and $479 million$1.0 billion for 20212023 and 2020.2022.
(4)FICC and Equities sales and trading revenue, excluding net DVA, is a non-GAAP financial measure. FICC net DVA lossesgains (losses) were $49$(226) million and $130$19 million for 20212023 and 2020.2022. Equities net DVA lossesgains (losses) were $5$(10) million and $3$1 million for 20212023 and 2020.2022.
Including and excluding net DVA, FICC revenue increased $979 million and $1.2 billion driven by an improved trading environment for credit and mortgage products and an increase in secured financing activity. Including and excluding net DVA, Equities revenue decreased $915$92 million and $81 million driven by reduced activityweaker trading performance in macro products,derivatives, partially offset by stronger performance in credit and municipal products, and gains in commodities (partially offset by related losses in another segment) from market volatility driven by a weather-related event in the first quarter of 2021. Equities revenue increased $1.0 billion driven by growthan increase in client financing activities, a stronger trading performance and increased client activity.activities.

Bank of America 42


All Other
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)20212020% Change20232022% Change
Net interest incomeNet interest income$246 $34 n/mNet interest income$339 $$117 n/mn/m
Noninterest income (loss)Noninterest income (loss)(5,589)(3,605)55 %
Noninterest income (loss)
Noninterest income (loss)(8,650)(5,479)58 %
Total revenue, net of interest expenseTotal revenue, net of interest expense(5,343)(3,571)50 
Provision for credit losses
Provision for credit losses
Provision for credit losses
Provision for credit losses
Provision for credit losses
Provision for credit lossesProvision for credit losses(182)50 n/m
Noninterest expenseNoninterest expense1,519 1,412 
Noninterest expense
Noninterest expense
Loss before income taxesLoss before income taxes(6,680)(5,033)33 
Income tax benefitIncome tax benefit(8,069)(4,634)74 
Net income (loss)$1,389 $(399)n/m
Net loss
Balance SheetBalance Sheet
Balance Sheet
Balance Sheet
Average
Average
Average
Year Ended December 31
Average20212020% Change
Total loans and leases
Total loans and leases
Total loans and leasesTotal loans and leases$18,447 $28,159 (34)%$9,644 $$12,683 (24)(24)%
Total assets (1)
Total assets (1)
191,831 228,783 (16)
Total depositsTotal deposits16,512 18,247 (10)Total deposits57,551 20,082 20,082 n/mn/m
Year end
Year end
Year endYear endDecember 31
2021
December 31
2020
% Change
Total loans and leases
Total loans and leasesTotal loans and leases$15,863 $21,301 (26)%
Total loans and leases$8,842 $10,234 (14)%
Total assets (1)
Total assets (1)
214,153 264,141 (19)
Total depositsTotal deposits21,182 12,998 63 Total deposits92,705 19,905 19,905 n/mn/m
(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. Average allocated assets were $975.9 billion and $1.1 trillion for 2023 and $763.1 billion for 2021 and 2020,2022 and year-end allocated assets were $1.2$972.9 billion and $1.0 trillion and $977.7 billion at December 31, 20212023 and 2020.2022.
n/m = not meaningful

All Other primarily consists of ALMasset and liability management (ALM) activities, liquidating businesses and certain expenses not otherwise allocated to a business segment. ALM activities encompass interest rate and foreign currency risk management activities for which substantially all of the results are allocated to our business segments. For more information on our ALM activities, see Note 23 – Business Segment Information to the Consolidated Financial Statements.
Net income increasedThe net loss in $1.8 billionAll Other increased $2.3 billion to $4.0 billion primarily due to lower noninterest income and higher noninterest expense, partially offset by a higher income tax benefit.$1.4
Noninterest income decreased $3.2 billion primarily due to a higher income tax benefit and improvement innet charge incurred as a result of the provision for credit losses, partially offset by lower revenue.
Revenue decreased $1.8 billionprimarily due toimpact of BSBY’s future cessation, higher partnership losses for ESGtax-advantaged investments and a $704 million gainlosses on sales of AFS debt securities. The announcement of BSBY’s future cessation resulted in a $1.6 billion net charge due to the Corporation’s determination that certain mortgage loansforecasted BSBY-indexed interest payments, which had been designated in cash flow hedges, were no longer expected to occur beyond November 15, 2024 as they will transition to a new reference rate. Accordingly, during the fourth quarter of 2023, the Corporation reclassified the fair value of the interest
rate swaps used in the cash flow hedges related to these forecasted transactions from accumulated other comprehensive income (OCI) into noninterest income. The Corporation also recognized subsequent fair value changes of the interest rate swaps into noninterest income until they were re-designated into new cash flow hedges.
Noninterest expense increased $1.6 billion primarily due to an accrual of $2.1 billion for the estimated amount of the FDIC special assessment resulting from the closure of Silicon Valley Bank and Signature Bank, as well as higher costs related to a liquidating business activity in the current year, partially offset by higher litigation expense in the prior year.
The income tax benefit was $8.4 billion in 2023 compared to a benefit of $6.0 billion in 2022. The income tax benefit in AllOther resulted from both periods having income tax benefit adjustments to allocate the FTE treatment of certain tax credits to Global Banking and Global Markets. The increase in the income tax benefit in 2023 was primarily due to the benefit recorded against pretax charges for the FDIC special assessment and impact of BSBY’s future cessation, as well as higher income tax credits related to tax-advantaged investment activity.
4543 Bank of America


The provision for credit losses improved $232 million to a benefit of $182 million primarily due to an improved macroeconomic outlook.
Noninterest expense increased $107 million primarily due to higher technology costs and the realignment of a liquidating business activity from Global Markets to All Other in the fourth quarter of 2021, partially offset by lower litigation expense. For more information on realignment of the business activity, see Note 23 – Business Segment Information to the Consolidated Financial Statements.
The income tax benefit was $8.1 billion in 2021 compared to a benefit of $4.6 billion in 2020. The increase in the tax benefit was primarily driven by the impact of U.K. tax law changes and increased income tax credits in 2021. For more information on U.K. tax law changes, see Financial Highlights – Income Tax Expense on page 29. Both years included income tax benefit adjustments to eliminate the FTE treatment of certain tax credits recorded in Global Banking.
Managing Risk
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, risk 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 ERCEnterprise 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.
    Strategic risk is the risk to current or projected financial condition arising 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 adversely impact the value of assets or liabilities or otherwise negatively impact earnings. Market risk is composed of price risk and interest rate risk.
    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 our internal policies and procedures.
    Operational risk is the risk of loss resulting from inadequate or failed internal processes or systems, people or external events.
    Reputational risk is the risk that negative perception of the Corporation may adversely impact 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 our values and our purpose, and how we drive 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 promote sound risk-taking within our risk appetite. Sustaining a culture of managing risk well throughout the organization is critical to the success of the Corporation 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 roles and responsibilities 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 Operations on page 36.34.
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 framework that includes a set of measures forto assist senior management and the Board to clearly indicate the level of risk we are willing to take in alignment with our strategic and capital plans and ensure thatassessing the Corporation’s risk profile remains aligned withacross all risk types against our risk appetite.appetite and risk capacity. Our risk appetite is formally articulated in the Risk Appetite Statement, which includes both qualitative componentsstatements and quantitative limits.
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 withstandweather challenging economic conditionstimes 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 at all times, including during periods of stress. We also maintain operational risk management and operational resiliency capabilities designed to permit us to meet the expectations of our customers and clients through a range of operating conditions.
Our lines of business operate with risk limits (which may include credit, market and/or operational limits, as applicable) that align with the Corporation’s risk appetite. ExecutiveSenior management is responsible for tracking and reporting performance measurements as well as any exceptions to guidelines orrisk appetite limits. The Board, and its committees when appropriate, oversee 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 4947 through 82.
For more information about the Corporation's risks related to the pandemic, see Item 1A. Risk Factors on page 8. These
Bank of America 46


COVID-19 related risks are being managed within our Risk Framework and supporting risk management programs.
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 documents such as committee charters, job descriptions, meeting minutes and resolutions.
The chart below illustrates the interrelationship among the Board, Board committees and management committees that have the majority of risk oversight responsibilities for the Corporation.
bac-20211231_g2.jpg
Bank of America 44


2023 - 10-K - BOD Chart.jpg
Board of Directors and Board Committees
The Board is composed of 1615 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 senior management on, risk-related matters to assess scope or resource limitations that could impede the ability of Global Risk Management (GRM) 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 executivesenior 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 senior management or the Chief Audit Executive (CAE) 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 risks pursuant to the New York Stock Exchange listing standards.
Enterprise Risk Committee
The ERC has primary responsibility for oversight ofoversees the Corporation’s Risk Framework, and key risks we face and of the Corporation’s
overall risk appetite. It approves the Risk Frameworkappetite 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.facing the Corporation. The ERC may consult with other Board committees on risk-related matters.

Other Board Committees
Our Corporate Governance, ESG, and Sustainability Committee oversees our Board’s governance processes, identifies and reviews the qualifications of potential Board members, recommends nominees for election to ourleads Board recommendsand committee appointments for Board approvalsuccession planning and their formal self-evaluation, and reviews our ESG activities, shareholder input and stockholdershareholder engagement activities.process.
Our Compensation and Human Capital 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; reviewing and approving our executive officers’ compensation, as well as compensation for non-management directors; and reviewing certain other human capital management topics.topics, including pay equity.
Management Committees
Management committees receive their authority from the Board, a Board committee, or another management committee or from one or more executive officers.committee. Our primary management risk committee is the MRC. Subject to Board oversight, the MRC is responsible for management oversight of key risks facing the Corporation, including an integrated evaluation of risk, earnings, capital and liquidity.
Lines of Defense
We have clear ownership and accountability for managing risk across three lines of defense: Front Line Units (FLUs), GRM and Corporate Audit. We also have control functions outside of FLUs and GRM (e.g., Legal and Global Human Resources). The three
47 Bank of America


lines of defense are integrated into our management-level governance structure. Each of these functional roles is further described in this section.
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
45 Bank of America


individuals. Executive officers review our activities for consistency with our Risk Framework, risk appetite, and applicable strategic, capital and financial operating plans, as well as applicable policies and standards. 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 Global Technology and Global Operations, 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 GRM are first,(1) the Chief Financial Officer (CFO) Group; second,(2) the Chief Administrative Officer (CAO) Group; and third,(3) Global Strategy and Enterprise Platforms (GSEP).Platforms.
Global Risk Management
GRM is part of our control functions and operates as our independent risk management function. GRM, led by the Chief Risk Officer (CRO), is responsible for independently assessing and overseeing risks within FLUs and other control functions. GRM establishes written enterprise policies and procedures outlining how aggregate risks are identified, measured, monitored and controlled.
The CRO has the stature, authority and independence needed to develop and implement a meaningful risk management framework and practices to guide the Corporation in managing risk. The CRO has unrestricted access to the Board and reports directly to both the ERC and the CEO. GRM is organized into horizontal risk teams that cover a specific risk area and vertical CRO teams that cover a particular FLU or control function. These teams work collaboratively in executing their respective duties.
Corporate Audit
Corporate Audit and the CAE maintain their independence from the FLUs, GRM and other control functions by reporting directly to the Audit Committee. The CAE 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 provides an independent assessment of credit lending decisions and the effectiveness of credit processes across the Corporation’s credit platform through examinations and monitoring.
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, thereby ensuring risks are appropriately
considered, evaluated and responded to in a timely manner. We employ an effective 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 proactively identified and well understood. 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 that incorporates input from FLUs and control
functions. It is designed to be forward-looking and to 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 process including qualitative statements and quantitative and qualitative components.limits. Risk is measured at various levels, including, but not limited to, risk type, FLU and legal entity, and also on an aggregate basis. This risk measurement 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 and standards. We also regularly update risk assessments and review risk exposures. Through our monitoring, we know our level of risk relative to limits and can take action in a timely manner. We also know when risk limits are breached and have processes to appropriately report and escalate exceptions. This includes timely 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. The limits and controls can be adjusted by senior management or the Board or management when conditions or risk tolerances warrant. These limits may be absolute (e.g., loan amount, trading volume, operational loss) or relative (e.g., percentage of loan book in higher-risk categories). Our FLUs are held accountable for performing within the established limits.
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 on Responsible Growth is also critical to effective risk management. We are committed to the highest principles of ethical and professional conduct. Conduct risk is the risk of improper actions, behaviors or practices by the Corporation, its employees or representatives that are illegal, unethical and/or contrary to our core values that could result in harm to the Corporation, our shareholders or our customers, damage the integrity of the financial markets, or negatively impact our reputation. We have established protocols and structures so that conduct risk is governed and reported across the Corporation appropriately. All employees are held accountable for adhering to the Code of Conduct, operating within our risk appetite and managing risk in their daily business activities. In addition, our performance management and compensation practices encourage responsible risk-taking that is consistent with our Risk Framework and risk appetite.
Bank of America 48


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 periodicregular basis to better understand balance sheet, earnings and capital sensitivities to certaina wide range of 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
Bank of America 46


develop a comprehensive understanding of potential impacts of on- and off-balance sheet risks at the Corporation and certain subsidiaries and how they impact financial resiliency, which provides confidence to management, regulators and our investors.
Contingency Planning
We have developed and maintain comprehensive contingency plans that are designed to prepare us in advance to respond in the event of potential adverse economic, operational, financial or market stress.stress conditions. These contingency plans include our Capital Contingency Plan and Financial Contingency and Recovery Plan, which provideprovides monitoring, escalation, actions and routines designed to enable us to increase capital and/or liquidity, access funding sources and reduce risk through consideration of potential options that include asset sales, business sales, capital or debt issuances, and other risk reducing strategies at various levels of capital or other de-risking strategies.liquidity depletion during a period of stress. 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.
An aspect of strategic risk is the risk that the Corporation’s capital levels are not adequate to meet minimum regulatory requirements and support execution of business activities or absorb losses from risks during normal or adverse economic and market conditions. As such, capital risk is managed in parallel to strategic risk.
We manage strategic risk through the Strategic Risk Enterprise Policy and integration into the strategic planning process, among other activities. Our strategic plan is consistent with our risk appetite, capital plan and liquidity requirements, and specifically addresses strategic risks.risks impacting each business.
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, executivesenior 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,
regulatory change 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 more information, see Business Segment Operations on page 36.34.
CCAR and Capital Planning
The Federal Reserve requires BHCs to submit a capital plan and planned capital actions on an annual basis, consistent with the rules governing the Comprehensive Capital Analysis and Review (CCAR) capital plan.plan, which includes supervisory stress testing by the Federal Reserve. Based on the2023 stress test results, of our 2021 CCAR capital plan and related supervisory stress tests, we are subject to a 2.5 percent stress capital buffer (SCB), unchanged from the prior level, is 2.5 percent effective October 1, 20212023 through September 30, 2022. Our Common equity tier 1 (CET1) capital ratio under the Standardized approach must remain above 9.5 percent during this period in order to avoid restrictions on capital distributions and discretionary bonus payments.2024.
Due to uncertainty resulting from the pandemic, the Federal Reserve imposed various restrictions on share repurchase programs and dividends during 2020 and the first half of 2021.
49 Bank of America


In conjunction with its release ofOctober 2021, CCAR supervisory stress test results, the Federal Reserve announced those restrictions would end as of July 1, 2021 for large banks, including the Corporation, and large banks would be subject to the normal restrictions under the Federal Reserve's SCB framework. On October 20, 2021, we announced that the Board renewedauthorized the Corporation’s $25 billion common stock repurchase program previously announced in April 2021. The Board’s authorization replaced(October 2021 Authorization). Additionally, the previous program. As with the April authorization, the Board also authorized common stock repurchases to offset shares awarded under the Corporation’s equity-based compensation plans. In September 2023, the Board modified the October 2021 Authorization, effective
47 Bank of America


October 1, 2023, to include repurchases to offset shares awarded under equity-based compensation plans when determining the remaining repurchase authority. Pursuant to the Board’s authorization,authorizations, during 20212023, we repurchased $25.1$4.6 billion of common stock, including repurchases to offset shares awarded under equity-based compensation plans. As of December 31, 2023, the remaining repurchase authority was approximately $12.7 billion (including repurchases to offset shares awarded under equity-based compensation plans).
The timing and amount of common stock repurchases made pursuant to our stock repurchase program are subject to various factors, including the Corporation’s capital position, liquidity, financial performance and alternative uses of capital, stock trading price, regulatory requirements and general market conditions, and may be suspended at any time. Such 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 (Exchange Act).
Regulatory Capital
As a financial services holding company,BHC, 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 (RWA), 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's depository institution subsidiaries are also subject to the Prompt Corrective Action (PCA) framework. 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 RWA under both the Standardized and Advanced approaches. The approach that yieldslower of the lowercapital ratios under Standardized or Advanced approaches compared to their respective regulatory capital ratio requirements is used to assess capital adequacy, including under the PCA framework. As of December 31, 2021,2023, the CET1,common equity tier 1 (CET1) capital, Tier 1 capital and Total capital ratios for the Corporation were lower under the Standardized approach.approach were the binding ratios.
Minimum Capital Requirements
In order to avoid restrictions on capital distributions and discretionary bonus payments to executive officers, the Corporation must meet risk-based capital ratio requirements that include a capital
conservation buffer of 2.5 percent (under the Advanced approaches only), an SCB (under the Standardized approach only), plus any applicable countercyclical capital buffer
and a global systemically important bank (G-SIB) surcharge. Including a regulatory minimum requirementThe buffers and surcharge must be comprised solely of 4.5 percent, an SCB of 2.5 percent and a G-SIB surcharge of 2.5 percent,CET1 capital. For the period from October 1, 2022 through September 30, 2023, the Corporation's minimum CET1 capital ratio must be arequirements were 10.4 percent under the Standardized approach and 9.5 percent under the Advanced approaches. Effective October 1, 2023 through December 31, 2023, our CET1 minimum ofrequirement was 9.5 percent under both the Standardized and Advanced approaches.
The Corporation is required to calculate its G-SIB surcharge on an annual basis under two methods and is subject to the higher of the resulting two surcharges. Method 1 is consistent with the approach prescribed by the Basel Committee’s assessment methodology and is calculated using specified indicators of systemic importance. Method 2 modifies the Method 1 approach by, among other factors, including a measure of the Corporation’s reliance on short-term wholesale funding. TheEffective January 1, 2024, the Corporation’s G-SIB surcharge, which is higher under Method 2, is expectedincreased 50 bps, resulting in an increase in our minimum CET1 capital ratio requirement to increase to 3.010.0 percent onfrom 9.5 percent. At December 31, 2023, the Corporation’s CET1 capital ratio of 11.8 percent under the Standardized approach exceeded its CET1 capital ratio requirement as well as the new minimum requirement in place as of January 1, 2024 unless its surcharge calculated as of December 31, 2022 is lower than 3.0 percent.
The current SCB of 2.5 percent, which remains effective from October 1, 2021 through September 30, 2022, could change based on results of the 2022 CCAR capital plan and related supervisory stress tests to be submitted in the first half of 2022.2024.
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. Ourpayments to executive officers. At December 31, 2023, our insured depository institution subsidiaries are requiredexceeded their requirement 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 deductions and applicable temporary exclusions, as well as the simple average of certain off-balance sheet exposures, as of the end of each month in a quarter. The temporary exclusions expired after March 31, 2021 and were not applicable for December 31, 2021. For more information, see Capital Management – Regulatory Developments on page 54.
Capital Composition and Ratios
Table 10 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, 20212023 and 2020.2022. For the periods presented herein, the Corporation met the definition of well capitalized under current regulatory requirements.
Bank of America 5048


Table 10Table 10Bank of America Corporation Regulatory Capital under Basel 3
Table 10
Table 10
Standardized
Approach
(1)
Advanced
Approaches
(1)
Regulatory
Minimum
(2)
Standardized
Approach
(1)
Standardized
Approach
(1)
Standardized
Approach
(1)
(Dollars in millions, except as noted)
(Dollars in millions, except as noted)
(Dollars in millions, except as noted)(Dollars in millions, except as noted)December 31, 2021
Risk-based capital metrics:Risk-based capital metrics:
Risk-based capital metrics:
Risk-based capital metrics:
Common equity tier 1 capital
Common equity tier 1 capital
Common equity tier 1 capitalCommon equity tier 1 capital$171,759 $171,759 
Tier 1 capitalTier 1 capital196,465 196,465 
Tier 1 capital
Tier 1 capital
Total capital (3)
Total capital (3)
Total capital (3)
Total capital (3)
227,592 220,616 
Risk-weighted assets (in billions)Risk-weighted assets (in billions)1,618 1,399 
Risk-weighted assets (in billions)
Risk-weighted assets (in billions)
Common equity tier 1 capital ratio
Common equity tier 1 capital ratio
Common equity tier 1 capital ratioCommon equity tier 1 capital ratio10.6 %12.3 %9.5 %
Tier 1 capital ratioTier 1 capital ratio12.1 14.0 11.0 
Tier 1 capital ratio
Tier 1 capital ratio
Total capital ratio
Total capital ratio
Total capital ratioTotal capital ratio14.1 15.8 13.0 
Leverage-based metrics:Leverage-based metrics:
Leverage-based metrics:
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (4)
Adjusted quarterly average assets (in billions) (4)
Adjusted quarterly average assets (in billions) (4)
Adjusted quarterly average assets (in billions) (4)
$3,087 $3,087 
Tier 1 leverage ratioTier 1 leverage ratio6.4 %6.4 %4.0 
Tier 1 leverage ratio
Tier 1 leverage ratio
Supplementary leverage exposure (in billions) (5)
$3,604 
Supplementary leverage exposure (in billions)
Supplementary leverage exposure (in billions)
Supplementary leverage exposure (in billions)
Supplementary leverage ratio
Supplementary leverage ratio
Supplementary leverage ratioSupplementary leverage ratio5.5 %5.0 
December 31, 2022
December 31, 2020
December 31, 2022
December 31, 2022
Risk-based capital metrics:
Risk-based capital metrics:
Risk-based capital metrics:Risk-based capital metrics:
Common equity tier 1 capitalCommon equity tier 1 capital$176,660 $176,660 
Common equity tier 1 capital
Common equity tier 1 capital
Tier 1 capital
Tier 1 capital
Tier 1 capitalTier 1 capital200,096 200,096 
Total capital (3)
Total capital (3)
237,936 227,685 
Total capital (3)
Total capital (3)
Risk-weighted assets (in billions)
Risk-weighted assets (in billions)
Risk-weighted assets (in billions)Risk-weighted assets (in billions)1,480 1,371 
Common equity tier 1 capital ratioCommon equity tier 1 capital ratio11.9 %12.9 %9.5 %
Common equity tier 1 capital ratio
Common equity tier 1 capital ratio
Tier 1 capital ratioTier 1 capital ratio13.5 14.6 11.0 
Tier 1 capital ratio
Tier 1 capital ratio
Total capital ratio
Total capital ratio
Total capital ratioTotal capital ratio16.1 16.6 13.0 
Leverage-based metrics:Leverage-based metrics:
Leverage-based metrics:
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (4)
Adjusted quarterly average assets (in billions) (4)
Adjusted quarterly average assets (in billions) (4)
Adjusted quarterly average assets (in billions) (4)
$2,719 $2,719 
Tier 1 leverage ratioTier 1 leverage ratio7.4 %7.4 %4.0 
Tier 1 leverage ratio
Tier 1 leverage ratio
Supplementary leverage exposure (in billions) (5)
$2,786 
Supplementary leverage exposure (in billions)
Supplementary leverage exposure (in billions)
Supplementary leverage exposure (in billions)
Supplementary leverage ratio
Supplementary leverage ratio
Supplementary leverage ratioSupplementary leverage ratio7.2 %5.0 
(1)Capital ratios as of December 31, 20212023 and 20202022 are calculated using the regulatory capital rule that allows a five-year transition period related to the adoption of the current expected credit losses (CECL) accounting standard.standard on January 1, 2020.
(2)The capital conservation buffer and G-SIB surcharge were 2.5 percent at both December 31, 2021 and 2020. At both December 31, 2021 and 2020, the Corporation's SCB of 2.5 percent was applied in place of the capital conservation buffer under the Standardized approach. The countercyclical capital buffer for both periods was zero. The CET1 capital regulatory minimum is the sum of the CET1 capital ratio minimum of 4.5 percent, our G-SIB surcharge of 2.5 percent and our SCB or the capital conservation buffer as applicable, of 2.5 percent.percent (under the Advanced approaches) or the SCB of 2.5 percent at December 31, 2023 and 3.4 percent at December 31, 2022 (under the Standardized approach), as applicable. The countercyclical capital buffer was zero for both periods. The SLR regulatory minimum includes a leverage buffer of 2.0 percent.
(3)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.
(4)Reflects total average assets adjusted for certain Tier 1 capital deductions.
(5)Supplementary leverage exposure at December 31, 2020 reflects the temporary exclusion of U.S. Treasury securities and deposits at Federal Reserve Banks. The temporary relief expired after March 31, 2021 and is not reflected in supplementary leverage exposure at December 31, 2021.
At December 31, 2021,2023, CET1 capital was $171.8$194.9 billion, a decreasean increase of $4.9$14.9 billion from December 31, 2020, driven by common stock repurchases, dividends and decreases in net unrealized gains on available-for-sale (AFS) debt securities included in accumulated other comprehensive income (OCI),2022, primarily due to earnings, partially offset by earnings.capital distributions. Tier 1 capital decreased $3.6increased $14.9 billion primarily driven by the same factors as CET1 capital, partially offset by non-cumulative perpetual preferred stock issuances.capital. Total capital under the Standardized approach decreased $10.3increased $12.6 billion primarily due to the same factors driving the decreaseincrease in CET1Tier 1 capital and a decreasean increase in the adjusted allowance for credit losses included in Tier 2 capital.capital, partially offset by a decrease in subordinated debt. RWA under the
under the Standardized approach, which yielded the lower CET1 capital
ratio at December 31, 2021,2023, increased $138.1$46.4 billion during 20212023 to $1,618$1,651 billion primarily due to loan growth in Global Banking, strong client activityhigher counterparty and market risk exposures in Global Markets and an increase in debt securities resulting from the deployment of cash received from deposit inflows.consumer loan growth. Supplementary leverage exposure at December 31, 20212023 increased $818.1$152.9 billion during 2021 primarily due to the expiration of the Federal Reserve’s temporary relief to exclude U.S. Treasury securities and depositshigher cash held at Federal Reserve Banks and an increase incentral banks, partially offset by lower debt securities resulting from the deployment of cash received from deposit inflows.balances.


5149 Bank of America


Table 11 shows the capital composition at December 31, 20212023 and 2020.2022.
Table 11Table 11Capital Composition under Basel 3
Table 11
Table 11
December 31
December 31
December 31
December 31
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021202020232022
Total common shareholders’ equityTotal common shareholders’ equity$245,358 $248,414 
CECL transitional amount (1)
CECL transitional amount (1)
2,508 4,213 
Goodwill, net of related deferred tax liabilitiesGoodwill, net of related deferred tax liabilities(68,641)(68,565)
Deferred tax assets arising from net operating loss and tax credit carryforwardsDeferred tax assets arising from net operating loss and tax credit carryforwards(7,743)(5,773)
Intangibles, other than mortgage servicing rights, net of related deferred tax liabilitiesIntangibles, other than mortgage servicing rights, net of related deferred tax liabilities(1,605)(1,617)
Defined benefit pension plan net assetsDefined benefit pension plan net assets(1,261)(1,164)
Cumulative unrealized net (gain) loss related to changes in fair value of financial liabilities attributable to own creditworthiness,
net-of-tax
Cumulative unrealized net (gain) loss related to changes in fair value of financial liabilities attributable to own creditworthiness,
net-of-tax
1,400 1,753 
Accumulated net (gain) loss on certain cash flow hedges (2)
Accumulated net (gain) loss on certain cash flow hedges (2)
1,870 (436)
OtherOther(127)(165)
Common equity tier 1 capitalCommon equity tier 1 capital171,759 176,660 
Qualifying preferred stock, net of issuance costQualifying preferred stock, net of issuance cost24,707 23,437 
OtherOther(1)(1)
Tier 1 capitalTier 1 capital196,465 200,096 
Tier 2 capital instrumentsTier 2 capital instruments20,750 22,213 
Qualifying allowance for credit losses (3)
Qualifying allowance for credit losses (3)
10,534 15,649 
OtherOther(157)(22)
Total capital under the Standardized approachTotal capital under the Standardized approach227,592 237,936 
Adjustment in qualifying allowance for credit losses under the Advanced approaches (3)
Adjustment in qualifying allowance for credit losses under the Advanced approaches (3)
(6,976)(10,251)
Total capital under the Advanced approachesTotal capital under the Advanced approaches$220,616 $227,685 
(1)Includes the impact of the Corporation's adoptionDecember 31, 2023 and 2022 include 50 percent and 75 percent of the CECL accounting standard on January 1, 2020 and 25 percenttransition provision’s impact as of the increase in reserves since the initial adoption.December 31, 2021.
(2)Includes amounts in accumulated other comprehensive incomeOCI related to the hedging of items that are not recognized at fair value on the Consolidated Balance Sheet.
(3)Includes the impact of transition provisions related to the CECL accounting standard.

Table 12 shows the components of RWA as measured under Basel 3 at December 31, 20212023 and 2020.2022.
Table 12Table 12Risk-weighted Assets under Basel 3
Table 12
Table 12
Standardized Approach
Standardized ApproachAdvanced ApproachesStandardized ApproachAdvanced Approaches
Standardized Approach
December 31
Standardized ApproachAdvanced ApproachesStandardized ApproachAdvanced Approaches
December 31December 31
(Dollars in billions)(Dollars in billions)20212020(Dollars in billions)20232022
Credit risk
Credit risk
Credit riskCredit risk$1,549 $913 $1,420 $896 
Market riskMarket risk69 69 60 60 
Operational riskOperational riskn/a378 n/a372 
Risks related to credit valuation adjustmentsRisks related to credit valuation adjustmentsn/a39 n/a43 
Total risk-weighted assetsTotal risk-weighted assets$1,618 $1,399 $1,480 $1,371 
n/a = not applicable
Bank of America 52


Bank of America, N.A. Regulatory Capital
Table 13 presents regulatory capital information for BANA in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 20212023 and 2020.2022. BANA met the definition of well capitalized under the PCA framework for both periods.
Table 13Bank of America, N.A. Regulatory Capital under Basel 3
Standardized
Approach
(1)
Advanced
Approaches
(1)
Regulatory
Minimum 
(2)
(Dollars in millions, except as noted)December 31, 2021
Risk-based capital metrics:
Common equity tier 1 capital$182,526 $182,526 
Tier 1 capital182,526 182,526 
Total capital (3)
194,773 188,091 
Risk-weighted assets (in billions)1,352 1,048 
Common equity tier 1 capital ratio13.5 %17.4 %7.0 %
Tier 1 capital ratio13.5 17.4 8.5 
Total capital ratio14.4 17.9 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (4)
$2,414 $2,414 
Tier 1 leverage ratio7.6 %7.6 %5.0 
Supplementary leverage exposure (in billions)$2,824 
Supplementary leverage ratio6.5 %6.0 




December 31, 2020
Risk-based capital metrics:
Common equity tier 1 capital$164,593 $164,593 
Tier 1 capital164,593 164,593 
Total capital (3)
181,370 170,922 
Risk-weighted assets (in billions)1,221 1,014 
Common equity tier 1 capital ratio13.5 %16.2 %7.0 %
Tier 1 capital ratio13.5 16.2 8.5 
Total capital ratio14.9 16.9 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (4)
$2,143 $2,143 
Tier 1 leverage ratio7.7 %7.7 %5.0 
Supplementary leverage exposure (in billions)$2,525 
Supplementary leverage ratio6.5 %6.0 
Bank of America 50


Table 13Bank of America, N.A. Regulatory Capital under Basel 3
Standardized
Approach
(1)
Advanced
Approaches
(1)
Regulatory
Minimum 
(2)
(Dollars in millions, except as noted)December 31, 2023
Risk-based capital metrics:
Common equity tier 1 capital$187,621 $187,621 
Tier 1 capital187,621 187,621 
Total capital (3)
201,932 192,175 
Risk-weighted assets (in billions)1,395 1,114 
Common equity tier 1 capital ratio13.5 %16.8 %7.0 %
Tier 1 capital ratio13.5 16.8 8.5 
Total capital ratio14.5 17.2 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (4)
$2,471 $2,471 
Tier 1 leverage ratio7.6 %7.6 %5.0 
Supplementary leverage exposure (in billions)$2,910 
Supplementary leverage ratio6.4 %6.0 




December 31, 2022
Risk-based capital metrics:
Common equity tier 1 capital$181,089 $181,089 
Tier 1 capital181,089 181,089 
Total capital (3)
194,254 186,648 
Risk-weighted assets (in billions)1,386 1,087 
Common equity tier 1 capital ratio13.1 %16.7 %7.0 %
Tier 1 capital ratio13.1 16.7 8.5 
Total capital ratio14.0 17.2 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (4)
$2,358 $2,358 
Tier 1 leverage ratio7.7 %7.7 %5.0 
Supplementary leverage exposure (in billions)$2,785 
Supplementary leverage ratio6.5 %6.0 
(1)Capital ratios for bothas of December 31, 20212023 and 20202022 are calculated using the regulatory capital rule that allows a five-year transition period related to the adoption of CECL.the CECL accounting standard on January 1, 2020.
(2)Risk-based capital regulatory minimums at both December 31, 20212023 and 20202022 are the minimum ratios under Basel 3 including a capital conservation buffer of 2.5 percent. The regulatory minimums for the leverage ratios as of both period ends are the percent required to be considered well capitalized under the PCA framework.
(3)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.
(4)Reflects total average assets adjusted for certain Tier 1 capital deductions.
Total Loss-Absorbing Capacity Requirements
Total loss-absorbing capacity (TLAC) consists of the Corporation’s Tier 1 capital and eligible long-term debt issued directly by the Corporation. Eligible long-term debt for TLAC ratios is comprised of unsecured debt that has a remaining maturity of at least one year and satisfies additional
requirements as prescribed in the TLAC final rule. As with the
risk-based capital ratios and SLR, the Corporation is required to maintain TLAC ratios in excess of minimum requirements plus applicable buffers to avoid restrictions on capital distributions and discretionary bonus payments.payments to executive officers. Table 14 presents the Corporation's TLAC and long-term debt ratios and related information as of December 31, 20212023 and 2020.2022.
5351 Bank of America


Table 14Table 14Bank of America Corporation Total Loss-Absorbing Capacity and Long-Term Debt
Table 14

TLAC (1)
Regulatory Minimum (2)
Long-term
Debt
Regulatory Minimum (3)
Table 14Bank of America Corporation Total Loss-Absorbing Capacity and Long-Term Debt

TLAC (1)

TLAC (1)

TLAC (1)
Regulatory Minimum (2)
Long-term
Debt
Regulatory Minimum (3)
(Dollars in millions)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Total eligible balanceTotal eligible balance$435,904 $227,714 
Percentage of risk-weighted assets (4)
Percentage of risk-weighted assets (4)
26.9 %22.0 %14.1 %8.5 %
Percentage of supplementary leverage exposure (5)
12.1 9.5 6.3 4.5 
Percentage of risk-weighted assets (4)
Percentage of risk-weighted assets (4)
29.0 %22.0 %14.5 %8.5 %
Percentage of supplementary leverage exposure
December 31, 2020
December 31, 2022
December 31, 2022
December 31, 2022
December 31, 2022
December 31, 2022
December 31, 2022
Total eligible balanceTotal eligible balance$405,153 $196,997 
Percentage of risk-weighted assets (4)
Percentage of risk-weighted assets (4)
27.4 %22.0 %13.3 %8.5 %
Percentage of supplementary leverage exposure (5)
14.5 9.5 7.1 4.5 
Percentage of risk-weighted assets (4)
Percentage of risk-weighted assets (4)
29.0 %22.0 %15.2 %8.5 %
Percentage of supplementary leverage exposure
(1)As of December 31, 20212023 and 2020,2022, TLAC ratios are calculated using the regulatory capital rule that allows a five-year transition period related to the adoption of CECL.the CECL accounting standard on January 1, 2020.
(2)The TLAC RWA regulatory minimum consists of 18.0 percent plus a TLAC RWA buffer comprised of 2.5 percent plus the Method 1 G-SIB surcharge of 1.5 percent. The countercyclical buffer is zero for both periods. The TLAC supplementary leverage exposure regulatory minimum consists of 7.5 percent plus a 2.0 percent TLAC leverage buffer. The TLAC RWA and leverage buffers must be comprised solely of CET1 capital and Tier 1 capital, respectively.
(3)The long-term debt RWA regulatory minimum is comprised of 6.0 percent plus an additional 2.5 percent requirement based on the Corporation’s Method 2 G-SIB surcharge. The long-term debt leverage exposure regulatory minimum is 4.5 percent. Effective January 1, 2024, the Corporation’s G-SIB surcharge, which is higher under Method 2, increased 50 bps, resulting in an increase in our long-term debt RWA regulatory minimum requirement to 9.0 percent from 8.5 percent.
(4)The approach that yields the higher RWA is used to calculate TLAC and long-term debt ratios, which was the Standardized approach as of December 31, 20212023 and 2020.2022.
(5)RegulatorySupplementary leverage exposure at December 31, 2020 reflects the temporary exclusion of U.S. Treasury Securities and deposits at Federal Reserve Banks. The temporary relief expired after March 31, 2021 and is not reflected in supplementary leverage exposure at December 31, 2021.

Developments
Regulatory Developments
Supplementary Leverage Ratio
On March 19, 2021,July 27, 2023, U.S. banking regulators announcedissued proposed rules that temporary changeswould update future U.S. regulatory capital requirements. Under the capital proposal, the Advanced approaches would be replaced with a new standardized approach, referred to as the expanded risk-based approach, which would be phased in over a three-year period beginning July 1, 2025. U.S. banking regulators also issued proposed rules to revise the risk-based capital surcharge for G-SIBs, which would be effective two calendar quarters after finalization. On August 29, 2023, U.S. banking regulators issued proposed rules that would change the criteria for debt instruments included in 2020 for BHCsthe Corporation’s eligible long-term debt and depository institutions would expire as scheduled after March 31, 2021. These temporary changesTLAC. Any final rules issued are subject to the SLR allowed the exclusion of on-balance sheet amounts of U.S. Treasury securities and deposits at Federal Reserve Bankschange from the calculation of supplementary leverage exposure. Whilecurrent proposals. The Corporation is evaluating the temporary relief automatically applied to the Corporation, the Corporation’s lead depository institution, Bank of America, N.A., did not opt to take advantagepotential impact of the SLR relief offered by the OCC. At December 31, 2021, the Corporation’s SLR was 5.5 percent, which exceeds the 5.0 percent minimum required by the Federal Reserve.proposed rules on its regulatory capital, eligible long-term debt and TLAC requirements.
Regulatory Capital and Securities Regulation
The Corporation’s principal U.S. broker-dealer subsidiaries are BofA Securities, Inc. (BofAS), Merrill Lynch Professional Clearing Corp. (MLPCC) and Merrill Lynch, Pierce, Fenner & Smith Incorporated (MLPF&S). On August 13, 2023, Merrill Lynch Professional Clearing Corp. (MLPCC) merged into its immediate parent, BofAS. Prior to that date, MLPCC was a fully-guaranteed subsidiary of BofAS and provided clearing and settlement services as well as prime brokerage and arranged financing services for institutional clients. Following the merger, client services previously provided by MLPCC are now being provided by or through BofAS.
The Corporation's principal European subsidiaries undertaking broker-dealer subsidiariesactivities are Merrill Lynch International (MLI) and BofA Securities Europe SA (BofASE).
The U.S. broker-dealer subsidiaries are subject to the net capital requirements of Rule 15c3-1 under the Exchange Act. BofAS computes its minimum capital requirements as an alternative net capital broker-dealer under Rule 15c3-1e, and MLPCC and MLPF&S compute their minimumcomputes its capital requirements in accordance with the alternative standard under Rule 15c3-1. BofAS and MLPCC are alsois registered as a futures commission merchantsmerchant and areis subject to Commodity Futures Trading Commission (CFTC) Regulation 1.17. The U.S. broker-dealer subsidiaries are also registered with the Financial Industry Regulatory Authority, Inc. (FINRA). Pursuant to FINRA Rule 4110, FINRA may impose higher net capital requirements than Rule 15c3-1 under the Exchange Act with respect to each of the broker-dealers.
BofAS provides institutional services, and in accordance with the alternative net capital requirements, is required to maintain tentative net capital in excess of $5.0 billion and net capital in excess of the greater of $1.0 billion or a certain percentage of its reserve requirement in addition to a certain percentage of securities-based swap risk margin. BofAS must also notify the SEC in the event its tentative net capital is less than $6.0 billion. BofAS is also required to hold a certain percentage of its
customers' and affiliates' risk-based margin in order to meet its CFTC minimum net capital requirement. At December 31, 2021,2023, BofAS had tentative net capital of $19.4$21.4 billion. BofAS also had regulatory net capital of $16.6$19.4 billion, which exceeded the minimum requirement of $3.5 billion.
MLPCC is a fully-guaranteed subsidiary of BofAS and provides clearing and settlement services as well as prime brokerage and arranged financing services for institutional clients. At December 31, 2021, MLPCC’s regulatory net capital of $6.2 billion exceeded the minimum requirement of $1.5$4.6 billion.
MLPF&S provides retail services. At December 31, 2021,2023, MLPF&S' regulatory net capital was $5.7$5.8 billion, which exceeded the minimum requirement of $199$134 million.
Our European broker-dealers are regulated bysubject to requirements from U.S. and non-U.S. regulators. MLI, a U.K. investment firm, is regulated by the Prudential Regulation Authority and the Financial Conduct Authority and is subject to certain regulatory capital requirements. At December 31, 2021,2023, MLI’s capital resources were $33.6$33.9 billion, which exceeded the minimum Pillar 1 requirement of $14.0$11.4 billion.
BofASE, a French investment firm,an authorized credit institution with its head office located in France, is regulated by the Autorité de Contrôle Prudentiel et de Résolution and the Autorité des Marchés Financiers, and is subject to certain regulatory capital requirements.supervised under the Single Supervisory Mechanism by the European Central Bank. At December 31, 2021,2023, BofASE's capital resources were $7.9$9.6 billion, which exceeded the minimum Pillar 1 requirement of $2.8$3.6 billion.
In addition, MLI and BofASE became conditionally registered with the SEC as security-based swap dealers in the fourth quarter of 2021, and maintained net liquid assets at December 31, 2023 that exceeded the applicable minimum requirements under the Exchange Act.
Liquidity Risk
Funding and Liquidity Risk Management
Our primary liquidity risk management objective is to meet expected or unexpected cash flow and collateral requirements, including payments under long-term debt agreements, commitments to extend credit and customer deposit withdrawals, while continuing to support our businesses and
Bank of America 52


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. These liquidity risk management practices have allowed us to effectively manage the market fluctuationstress from increased volatility due to the failure of certain financial institutions in the first half of 2023. Our practices have also allowed us to effectively manage market fluctuations from the pandemic. For more information onrising interest rate environment, inflationary pressures and changes in the risks of the pandemic, see Part I. Item 1A. Risk Factors – Coronavirus Disease on page 8 and Executive Summary – Recent Developments – COVID-19
Bank of America 54


Pandemic on page 27.macroeconomic environment.
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 they 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 46.44. Under this governance framework, we developed certain funding and liquidity risk management practices which include: maintaining liquidity at the parent companyBank of America Corporation (Parent) 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
The parent company,Parent, which is a separate and distinct legal entity from our bank and nonbank subsidiaries, has an intercompany arrangement with our wholly-owned holding company subsidiary, NB Holdings Corporation (NB Holdings). We have transferred, and agreed to transfer, additional parent companyParent assets not required to satisfy anticipated near-term expenditures to NB Holdings. The parent companyParent 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 it not entered into these arrangements and transferred any assets. These arrangements support our preferred single point of entry resolution strategy, under which only the parent companyParent would be resolved under the U.S. Bankruptcy Code.
In consideration for the transfer of assets, NB Holdings issued a subordinated note to the parent companyParent 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 companyParent with a committed line of credit that allows the parent companyParent 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 companyParent 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 companyParent to transfer its remaining financial assets to NB Holdings if our projected liquidity resources deteriorate so severely that resolution of the parent companyParent becomes imminent.
Global Liquidity Sources and Other Unencumbered Assets
We maintain liquidity available to the Corporation, including the parent companyParent 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 companyParent 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 other investment-grade securities, and a select group of non-U.S. government securities. We can 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 15 presents average GLS for the three months ended December 31, 20212023 and 2020.2022.
Table 15Table 15Average Global Liquidity Sources
Table 15
Table 15Average Global Liquidity Sources
Three Months Ended December 31
Three Months Ended
December 31
Three Months Ended December 31
Three Months Ended December 31
(Dollars in billions)(Dollars in billions)20212020(Dollars in billions)20232022
Bank entitiesBank entities$1,006 $773 
Bank entities
Bank entities
Nonbank and other entities (1)
Nonbank and other entities (1)
152 170 
Total Average Global Liquidity SourcesTotal Average Global Liquidity Sources$1,158 $943 
(1) Nonbank includes Parent, NB Holdings and other regulated entities.
Our bank subsidiaries’ liquidity is primarily driven by deposit and lending activity, as well as securities valuation and net debt activity. 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 $322$312 billion and $306$348 billion at December 31, 20212023 and 2020.2022. 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 companyParent or nonbank subsidiaries may be subject to prior regulatory approval.
Liquidity is also held in nonbank entities, including the Parent, NB Holdings and other regulated entities. The Parent company and NB Holdings liquidity is typically in the form of cash deposited at BANA, which is excluded from the liquidity at bank subsidiaries, and high-quality, liquid, unencumbered securities. Liquidity held in other regulated entities, comprised primarily of
53 Bank of America


broker-dealer subsidiaries, is primarily available to meet the obligations of that entity, and transfers to the parent companyParent 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.
55 Bank of America


Table 16 presents the composition of average GLS for the three months ended December 31, 20212023 and 2020.2022.
Table 16Table 16Average Global Liquidity Sources Composition
Table 16
Table 16Average Global Liquidity Sources Composition
Three Months Ended December 31
Three Months Ended December 31
Three Months Ended December 31
Three Months Ended
December 31
(Dollars in billions)(Dollars in billions)20212020
(Dollars in billions)
(Dollars in billions)20232022
Cash on depositCash on deposit$259 $322 
U.S. Treasury securitiesU.S. Treasury securities278 141 
U.S. agency securities, mortgage-backed securities, and other investment-grade securitiesU.S. agency securities, mortgage-backed securities, and other investment-grade securities606 462 
Non-U.S. government securitiesNon-U.S. government securities15 18 
Total Average Global Liquidity SourcesTotal Average Global Liquidity Sources$1,158 $943 
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 $617$590 billion and $584$605 billion for the three months ended December 31, 20212023 and 2020.2022. For the same periods, the average consolidated LCR was 115 percent and 122120 percent. Our LCR fluctuates 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 companyParent 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 companyParent 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 andand reductions in new debt issuances; diminished access to secured financing markets; potential deposit withdrawals; increased draws on loan 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 Final Rule
On October 20, 2020, U.S. banking regulators finalized theThe Net Stable Funding Ratio (NSFR), is a rule requiringliquidity requirement for large banks to maintain a minimum level of stable funding over a one-year period. The final rulerequirement is intended to support the ability of banks to lend to households and businesses in both normal and adverse economic conditions and is complementary to the LCR, rule, which focuses on short-term liquidity risks. The final rule was effective July 1, 2021, and the Corporation is in compliance. The U.S. NSFR applies to the Corporation on a consolidated basis and to our insured depository institutions. There have not been any significant impacts toFor the Corporation.three months ended September 30, 2023 and December 31, 2023, the average consolidated NSFR was 119 percent and 120 percent.
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 companyParent funding impractical, certain other subsidiaries may issue their own debt.
We fund a substantial portion of our lending activities through our deposits, which were $2.1$1.92 trillion and $1.8$1.93 trillion at December 31, 20212023 and 2020.2022. Deposits are primarily generated by our Consumer Banking,, GWIM and Global Bankingsegments. These deposits are diversified by clients, product type and geography, and the majority of our U.S. deposits are insured by the FDIC.
At December 31, 2023, 50 percent of our deposits were in Consumer Banking, 16 percent in GWIM and 27 percent in Global Banking. As of the same period, approximately 68 percent of consumer and small business deposits and 79 percent of U.S. deposits in Global Banking were held by clients who have had accounts with us for 10 or more years. In addition, at December 31, 2023 and 2022, 28 percent and 34 percent of our deposits were noninterest-bearing and included operating accounts of our consumer and commercial clients.
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
Bank of America 54


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 – Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash to the Consolidated Financial Statements.Statements.
Total long-term debt increased $17.2$26.2 billion to $280.1$302.2 billion during 2021,2023, primarily due to debt issuances and valuation adjustments, partially offset by debt maturities redemptions and valuation adjustments.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
Bank of America 56


entities may also make markets in our debt instruments to provide liquidity for investors.
During 2021,2023, we issued $76.7$62.0 billion of long-term debt consisting of $56.2$24.0 billion of notes issued by Bank of America Corporation, substantially all of which were TLAC compliant, $8.0$25.1 billion of notes issued by Bank of America, N.A. and $12.5$12.9 billion of other debt. During 2020,2022, we issued $56.9$66.0 billion of long-term debt consisting of $43.8$44.2 billion of notes issued by Bank of America Corporation, substantially all of which were TLAC compliant, $4.8$10.0 billion of notes issued by Bank of America, N.A. and $8.3$11.8 billion of other debt.
During 2021,2023, we had total long-term debt maturities and redemptions in the aggregate of $46.4$42.7 billion consisting of $24.4$25.3 billion for Bank of America Corporation, $10.4$10.5 billion for Bank of America, N.A. and $11.6$6.9 billion of other debt. During 2020,2022, we had total long-term debt maturities and redemptions in the aggregate of $47.1$33.3 billion consisting of $22.6$19.8 billion for Bank of America Corporation, $11.5$9.9 billion for Bank of America, N.A. and $13.0$3.6 billion of other debt.
At December 31, 2021,2023, Bank of America Corporation's senior notes of $212.9$208.4 billion included $179.5$187.7 billion of outstanding notes that are both TLAC eligible and callable at least one year before their stated maturities. Of these senior notes, $15.0$22.1 billion will be callable and become TLAC ineligible during 2022,2024, and $17.0$22.0 billion, $17.8$21.4 billion, $15.0$25.0 billion and $17.7$19.9 billion will do so during each of 20232025 through 2026,2028, respectively, and $97.0$77.3 billion thereafter.
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. We may issue unsecured debt in the form of structured notes for client purposes, certain of which qualify as TLAC-eligibleTLAC-eligible debt. During 2021,2023, we issued $7.1$15.7 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. For more information on long-term debt funding, including issuances and maturities and redemptions, see Note 11 – Long-term Debt to the Consolidated Financial Statements.Statements.
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 79.77.
Uninsured Deposits
The FDIC insures the Corporation’s U.S. deposits up to $250,000 per depositor, per insured bank for each account ownership category, and various country-specific funds insure non-U.S. deposits up to specified limits. Deposits that exceed insurance limits are uninsured. At December 31, 2021,2023, the Corporation’s deposits totaled $2.1$1.92 trillion, of which total estimated uninsured U.S. and non-U.S. deposits were $701.4$606.8 billion and $111.9$116.6 billion. At December 31, 2020,2022, the Corporation’s deposits totaled $1.8$1.93 trillion, of which total estimated uninsured U.S. and non-U.S. deposits were $597.7$617.6 billion and $104.1$102.8 billion. Deposit balances exclude $14.8 billion and $15.2 billion of collateral received on certain derivative contracts that are netted against the derivative asset in the Consolidated Balance Sheet at December 31, 2023 and 2022. Estimated uninsured deposits presented in this section reflect amounts disclosed in our regulatory reports, adjusted to exclude related accrued interest and intercompany deposit balances.
Table 17 presents information about the Corporation’s total estimated uninsured time deposits. For more information on our liquidity sources, see Global Liquidity Sources and Other Unencumbered Assets, and for more information on deposits, see Diversified Funding Sources in this section. For more information on contractual time deposit maturities, see Note 9 – Deposits to the Consolidated Financial Statements.
Table 17Table 17
Uninsured Time Deposits (1)
Table 17
Table 17
Uninsured Time Deposits (1)
 December 31, 2021
December 31, 2023
December 31, 2023
December 31, 2023
(Dollars in millions)(Dollars in millions)U.S.Non-U.S.Total
Uninsured time deposits with a maturity of:Uninsured time deposits with a maturity of:
Uninsured time deposits with a maturity of:
Uninsured time deposits with a maturity of:
3 months or less
3 months or less
3 months or less3 months or less$2,337 $7,274 $9,611 
Over 3 months through 6 monthsOver 3 months through 6 months1,668 1,663 3,331 
Over 3 months through 6 months
Over 3 months through 6 months
Over 6 months through 12 months
Over 6 months through 12 months
Over 6 months through 12 monthsOver 6 months through 12 months1,942 239 2,181 
Over 12 monthsOver 12 months289 1,470 1,759 
Over 12 months
Over 12 months
TotalTotal$6,236 $10,646 $16,882 
Total
Total
(1)Amounts are estimated based on the regulatory methodologies defined by each local jurisdiction.

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
55 Bank of America


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
57 Bank of America


by the rating agencies, and they consider a number of factors, including our own financial strength, performance, prospectsprospects and operations as well as factors not under our control. The rating agencies could make adjustments to our ratings at any time, and 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 May 24, 2021,3, 2023, Moody’s Investors Service (Moody’s) upgraded its long-term senior debt ratings of the Corporation by one notch to A1 from A2, and also upgraded the long-term senior debt ratings of BANA to Aa1 from Aa2. Moody’s concurrently affirmed its Prime-1 short-term ratings of the Corporation and BANA. Moody’s cited the Corporation’s strengthened capital, improved earnings profile and ongoing commitment to maintaining a restrained risk appetite as rationale for the upgrade. These actions concluded the review for upgrade that Moody’s initiated on January 23, 2023. Separately, on November 13, 2023, Moody’s placed its ratings for BANA on negative outlook, reflecting the agency’s recent move to a negative outlook on its ratings for the government of the United States of America and the potentially weaker capacity for the government to support systemically important U.S. banks. The Corporation’s ratings and stable outlook were not affected by this action.
On March 31, 2023, Standard & Poor’s Global Ratings (S&P) affirmed the current ratings of the Corporation and its subsidiaries, while at the same time revising its rating outlook to Stable from Positive. S&P concurrently changed its outlooks on three other large U.S. bank holding companies to Stable from Positive, from Stable.noting that the agency has reduced its upside expectations for bank ratings in the near term.
On June 7, 2021,The ratings and outlooks from Fitch Ratings (Fitch) upgraded the long-term senior debt ratings of the Corporation and its rated subsidiaries by one notch, to AA- and AA, respectively. Fitch also upgraded the Corporation’s short-term rating to F1+ which is now aligned with the short-term rating of its subsidiaries, including BANA. Following the upgrade, the rating outlook for the Corporation and its subsidiaries is Stable.
On November 22, 2021, Moody’s Investors Service (Moody’s) affirmed the current ratings of the Corporation and its subsidiaries, while at the same time revising its rating outlook to Positive from Stable.have not changed during 2023.
Table 18 presents the Corporation’s current long-term/short-term senior debt ratings and outlooks expressed by the rating agencies.
Table 18Senior Debt Ratings
Moody’s Investors ServiceStandard & Poor’s Global RatingsFitch Ratings
Long-termShort-termOutlookLong-termShort-termOutlookLong-termShort-termOutlook
Bank of America CorporationA2A1P-1PositiveStableA-A-2PositiveStableAA-F1+Stable
Bank of America, N.A.Aa2Aa1P-1PositiveNegativeA+A-1PositiveStableAAF1+Stable
Bank of America Europe Designated Activity CompanyNRNRNRA+A-1PositiveStableAAF1+Stable
Merrill Lynch, Pierce, Fenner & Smith IncorporatedNRNRNRA+A-1PositiveStableAAF1+Stable
BofA Securities, Inc.NRNRNRA+A-1PositiveStableAAF1+Stable
Merrill Lynch InternationalNRNRNRA+A-1PositiveStableAAF1+Stable
BofA Securities Europe SANRNRNRA+A-1PositiveStableAAF1+Stable
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 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,Parent, 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
Bank of America 56


of credit rating downgrades, see Liquidity Risk – Liquidity Stress Analysis on page 56.54.
For more information on additional collateral and termination
payments that could be required in connection with certain OTCover-the-counter derivative contracts and other trading agreements as a resultin the event of such a credit rating downgrade, see Note 3 – Derivatives to the Consolidated Financial Statements and Item 1A. Risk Factors.
Common Stock Dividends
For a summary of our declared quarterly cash dividends on common stock during 20212023 and through February 22, 2022,20, 2024, see Note 13 – Shareholders’ Equity to the Consolidated Financial Statements.Statements.
Finance Subsidiary Issuers and Parent Guarantor
BofA Finance LLC, a Delaware limited liability company (BofA Finance), is a consolidated finance subsidiary of the Corporation that has issued and sold, and is expected to continue to issue and sell, its senior unsecured debt securities (Guaranteed Notes) that are fully and unconditionally guaranteed by the Corporation. The Corporation guarantees the due and punctual payment, on demand, of amounts payable on the Guaranteed Notes if not paid by BofA Finance. In addition, each of BAC Capital Trust XIII, BAC Capital Trust XIV and BAC Capital Trust XV, Delaware statutory trusts (collectively, the Trusts), is a 100 percent owned finance subsidiary of the Corporation that has issued and sold trust preferred securities (the Trust Preferred Securities) or capital securities (the Capital Securities and, together with the Guaranteed Notes and the Trust Preferred Securities, the Guaranteed Securities), as applicable, that remained outstanding at December 31, 2021.2023. The Corporation guarantees the payment of amounts and distributions with
Bank of America 58


respect to the Trust Preferred Securities and Capital Securities if not paid by the Trusts, to the extent of funds held by the Trusts, and thisTrusts. This guarantee, together with the Corporation’s other obligations with respect to the Trust Preferred Securities and Capital Securities, effectively constitutes a full and unconditional guarantee of the Trusts’ payment obligations on the Trust Preferred Securities or Capital Securities, as applicable. No other subsidiary of the Corporation guarantees the Guaranteed Securities.
BofA Finance and each of the Trusts are finance subsidiaries, have no independent assets, revenues or operations and are dependent upon the Corporation and/or the Corporation’s other subsidiaries to meet their respective obligations under the Guaranteed Securities in the ordinary course. If holders of the Guaranteed Securities make claims on their Guaranteed Securities in a bankruptcy, resolution or similar proceeding, any recoveries on those claims will be limited to those available under the applicable guarantee by the Corporation, as described above.
The Corporation is a holding company and depends upon its subsidiaries for liquidity. Applicable laws and regulations and intercompany arrangements entered into in connection with the Corporation’s resolution plan could restrict the availability of funds from subsidiaries to the Corporation, which could adversely affect the Corporation’s ability to make payments under its guarantees. In addition, the obligations of the Corporation under the guarantees of the Guaranteed Securities will be structurally subordinated to all existing and future liabilities of its subsidiaries, and claimants should look only to assets of the Corporation for payments. If the Corporation, as guarantor of the Guaranteed Notes, transfers all or substantially all of its assets to one or more direct or indirect majority-owned
subsidiaries, under the indenture governing the Guaranteed Notes, the subsidiary or subsidiaries will not be required to assume the Corporation’s obligations under its guarantee of the Guaranteed Notes.
For more information on factors that may affect payments to holders of the Guaranteed Securities, see Liquidity Risk – NB Holdings Corporation in this section, Item 1. Business – Insolvency and the Orderly Liquidation Authority on on page 56 and Part I. Item 1A. Risk Factors – Liquidity on page 10.9.
Representations and Warranties Obligations
For information on representations and warranties obligations in connection with the sale of mortgage loans, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
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 3 – 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.categories.
For information on our credit risk management activities, see the following: Consumer Portfolio Credit Risk Management below,on
57 Bank of America


page 58, Commercial Portfolio Credit Risk Management on page 65,62, Non-U.S. Portfolio on page 71,68, Allowance for Credit Losses on page 73,71, and Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to the Consolidated Financial Statements. For information on the Corporation’s loan modification programs, see Note 1 – Summary of Significant Accounting Principles and Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to the Consolidated Financial Statements. For more information on the factors that may expose us toCorporation’s credit risk,risks, see Part I.the Credit section within Item 1A. Risk Factors - Creditof this Annual Report on page 12.Form 10-K.
During 2021, the economy gained momentum2023, our asset quality remained relatively stable. Our net charge-off ratio increased primarily driven by credit card loans, as unemploymentdelinquency trends continued to decline from double-digit highs during 2020 andslowly increase off of historic lows. Nonperforming loans increased compared to 2022 driven by the economy re-opened as vaccination rates increased and restrictions eased. With the easing of restrictions, we saw increased business openings, a rebound to commercial and consumer spending, higher asset values and increased global GDP, all of which positively impacted our consumer and commercial credit portfolios. Additionally, individuals and businesses in the U.S. benefited from various forms of government support through economic stimulus packages enacted in 2020 and 2021, which contributed to strong asset quality across our credit portfolios.
As a result of the economic recovery experienced in 2021, net charge-offs, nonperforming loans andreal estate office property type, while commercial reservable criticized exposure declined compared to 2020. While there hasincreased driven by both office as well as other industries that have been significantimpacted by the current environment. Uncertainty remains regarding broader economic improvement in comparison to 2020, uncertainty remains aboutimpacts as a result of inflationary pressures, elevated rates and the timing and strength of the economy’s recovery, which may also be hampered by supply chain disruptions and inflationary pressurescurrent geopolitical environment and could lead to adverse impacts to credit quality metrics in future periods. The pandemic and its full impact on the global economy continue to be highly uncertain. While COVID-19 cases eased throughout the majority of 2021, they reached new highs by the end of 2021, and the spread of new, more contagious variants could impact the magnitude and duration of this health crisis. However, ongoing virus containment efforts and vaccination progress, could support the macroeconomic recovery.
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For more information on how the pandemic may affect our operations, see Executive Summary – Recent Developments – COVID-19 Pandemic on page 27 and Item 1A. Risk Factors – Coronavirus Disease on page 7.
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 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
The economic environment improved during 2021, withDuring 2023, the U.S. unemployment rate continuing to declineremained relatively stable and home prices increasing. During 2021, netincreased compared to 2022. Net charge-offs decreased $805 millionincreased $1.2 billion to $1.8$3.1 billion in 2023 primarily due to lowerlate-stage delinquent credit card losses, as the impact of government stimulus measuresloans that were partially offset by charge-offs associated with deferrals that expired in 2020. During 2021, nonperforming loans increased due to deferral activity.charged off.
The consumer allowance for loan and lease losses decreased $3.0increased $1.3 billion in 2021during 2023 to $7.0 billion primarily due to improvements in the macroeconomic outlook and credit quality.$8.5 billion. For more information, see Allowance for Credit Losses on page 73.71.
For more information on our accounting policies regarding delinquencies, nonperforming status, charge-offs and troubled debt restructurings (TDRs)loan modifications for the consumer portfolio, as well as interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles and Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to the Consolidated Financial Statements.
Table 19 presents our outstanding consumer loans and leases, consumer nonperforming loans and accruing consumer loans past due 90 days or more.
Table 19
Table 19
Table 19Table 19Consumer Credit Quality
OutstandingsNonperformingAccruing Past Due
90 Days or More
December 31
OutstandingsNonperformingAccruing Past Due
90 Days or More
December 31December 31
(Dollars in millions)(Dollars in millions)202120202021202020212020(Dollars in millions)202320222023202220232022
Residential mortgage (1)
Residential mortgage (1)
Residential mortgage (1)
Residential mortgage (1)
$221,963 $223,555 $2,284 $2,005 $634 $762 
Home equity Home equity 27,935 34,311 630 649  — 
Credit cardCredit card81,438 78,708 n/an/a487 903 
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
103,560 91,363 75 71 11 33 
Other consumerOther consumer190 124  —  — 
Consumer loans excluding loans accounted for under the fair value optionConsumer loans excluding loans accounted for under the fair value option$435,086 $428,061 $2,989 $2,725 $1,132 $1,698 
Loans accounted for under the fair value option (3)
Loans accounted for under the fair value option (3)
618 735 
Total consumer loans and leasesTotal consumer loans and leases$435,704 $428,796 
Total consumer loans and leases
Total consumer loans and leases
Percentage of outstanding consumer loans and leases (4)
Percentage of outstanding consumer loans and leases (4)
Percentage of outstanding consumer loans and leases (4)
Percentage of outstanding consumer loans and leases (4)
n/an/a0.69 %0.64 %0.26 %0.40 %n/an/a0.59 %0.60 %0.32 %0.24 %
Percentage of outstanding consumer loans and leases, excluding fully-insured loan portfolios (4)
Percentage of outstanding consumer loans and leases, excluding fully-insured loan portfolios (4)
n/an/a0.71 0.65 0.12 0.22 
(1)Residential mortgage loans accruing past due 90 days or more are fully-insured loans. At December 31, 20212023 and 2020,2022, residential mortgage includes $444included $156 million and $537$260 million of loans on which interest had been curtailed by the FHA, and therefore were no longer accruing interest, although principal was still insured, and $190$96 million and $225$108 million of loans on which interest was still accruing.
(2)Outstandings primarily includeincludes auto and specialty lending loans and leases of $48.5$53.9 billion and $46.4$51.8 billion, U.S. securities-based lending loans of $51.1$46.0 billion and $41.1$50.4 billion at December 31, 2023 and 2022, and non-U.S. consumer loans of $3.0$2.8 billion and $3.0 billion at December 31, 20212023 and 2020.2022.
(3)For more information on the fair value option, see Note 21 – Fair Value Option to the Consolidated Financial Statements.
(4)Excludes consumer loans accounted for under the fair value option. At December 31, 20212023 and 2020, $212022, $4 million and $11$7 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
Bank of America 58


Table 20 presents net charge-offs and related ratios for consumer loans and leases.
Table 20Table 20Consumer Net Charge-offs and Related Ratios
Table 20
Table 20
Net Charge-offs
Net Charge-offs
Net Charge-offs
Net Charge-off Ratios (1)
Net Charge-offs
Net Charge-off Ratios (1)
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)20212020202120202023202220232022
Residential mortgageResidential mortgage$(28)$(30)(0.01)%(0.01)%Residential mortgage$16 $$72 0.01 0.01 %0.03 %
Home equityHome equity(119)(73)(0.39)(0.19)
Credit cardCredit card1,723 2,349 2.29 2.76 
Direct/Indirect consumerDirect/Indirect consumer1 122  0.14 
Direct/Indirect consumer
Direct/Indirect consumer
Other consumerOther consumer270 284 n/mn/mOther consumer480 521 521 n/mn/mn/m
TotalTotal$1,847 $2,652 0.44 0.59 
(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.
n/m = not meaningful

Bank of America 60


We believe that the presentation of information adjusted to exclude the impact of 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 fully-insured loan portfolio in certain credit quality statistics.
Residential Mortgage
The residential mortgage portfolio made up the largest percentage of our consumer loan portfolio at 5150 percent of consumer loans and leases in 2021.2023. Approximately 5251 percent of the residential mortgage portfolio was in Consumer Banking,
and 4346 percent was in GWIM.GWIM Theand the remaining portion was in All Other.
Outstanding balances in the residential mortgage portfolio decreased $1.6$1.3 billion in 20212023, as paydowns were partially offset byand payoffs outpaced new originations.
At December 31, 20212023 and 2020,2022, the residential mortgage portfolio included $12.7$11.0 billion and $11.8$11.7 billion of outstanding fully-insured loans, of which $2.2 billion and $2.8 billionfor both periods had FHA insurance, with the remainder protected by Fannie Mae long-term standby agreements.
Table 21 presents certain residential mortgage key credit statistics on both a reported basis and excluding the fully-insured loan portfolio. The following discussion presents the residential mortgage portfolio excluding the fully-insured loan portfolio.
Table 21Table 21Residential Mortgage – Key Credit Statistics
Table 21
Reported Basis (1)
Excluding Fully-insured Loans (1)
Table 21
December 31
Reported Basis (1)
Reported Basis (1)
Reported Basis (1)
Excluding Fully-insured Loans (1)
December 31December 31
(Dollars in millions)(Dollars in millions)2021202020212020(Dollars in millions)2023202220232022
Outstandings
Outstandings
OutstandingsOutstandings$221,963 $223,555 $209,259 $211,737 
Accruing past due 30 days or moreAccruing past due 30 days or more1,753 2,314 866 1,224 
Accruing past due 90 days or moreAccruing past due 90 days or more634 762  — 
Nonperforming loans (2)
Nonperforming loans (2)
2,284 2,005 2,284 2,005 
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 1001 %%1 %%Refreshed LTV greater than 90 but less than or equal to 1001 %%1 %%
Refreshed LTV greater than 100Refreshed LTV greater than 100  
Refreshed FICO below 620Refreshed FICO below 6202 1 
(1)Outstandings, accruing past due, nonperforming loans and percentages of portfolio exclude loans accounted for under the fair value option. For information on our interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
(2)Includes loans that are contractually current which primarily consist of collateral-dependent TDRs, including those that have been discharged in Chapter 7 bankruptcy and loans that have not yet demonstrated a sustained period of payment performance following a TDR.modification.
Nonperforming outstanding balances in the residential mortgage portfolio increased $279decreased $53 million in 20212023 primarily driven by deferral activity.due to payoffs and paydowns, returns to performing and loan sales outpacing new additions. Of the nonperforming residential mortgage loans at December 31, 2021, $1.22023, $1.3 billion, or 5162 percent, were current on contractual payments. LoansExcluding fully-insured loans, loans accruing past due 30 days or more decreased $358 million driven by continued improvement in credit quality.
Net recoveries of $28 million in 2021 remained relatively unchanged compared to 2020.increased $142 million.
Of the $209.3$217.4 billion in total residential mortgage loans outstanding at December 31, 2021, 272023, $63.1 billion, or 29 percent, of loans were originated as interest-only loans.interest-only. The outstanding balance of interest-only residential mortgage loans that havehad entered the amortization period was $4.8$3.6 billion, or eightsix percent, at December 31, 2021.2023. Residential mortgage loans that have entered the amortization period generally experiencedexperience a higher rate of early stage delinquencies and nonperforming status compared to the residential mortgage portfolio as a
whole. At December 31, 2021, $662023, $80 million, or onetwo percent, of outstanding interest-only residential mortgages that had entered the amortization period were accruing past due 30 days or more compared to $866$986 million, or less than one percent, for the entire residential
mortgage portfolio. In addition, at December 31, 2021, $2752023, $180 million, or sixfive percent, of outstanding interest-only residential mortgage loans that had entered the amortization period were nonperforming, of which $83$61 million were contractually current compared to $2.3 billion, or one percent, for the entire residential mortgage portfolio.current. 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 years to ten10 years. Approximately 91 percentSubstantially all of these loans that have yet to enter the amortization period will not be required to make a fully-amortizing payment until 2025 or later.
59 Bank of America


Table 22 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 15 percent and 16 percent of outstandings at December 31, 2021 and 2020. In the New York area, the New York-Northern New Jersey-Long Island MSAMetropolitan Statistical Area (MSA) made up 15 percent of outstandings at both December 31, 2023 and 2022. The Los Angeles-Long Beach-Santa Ana MSA within California represented 14 percent of outstandings at both December 31, 20212023 and 2020.
2022.
61 Bank of America


Table 22Table 22Residential Mortgage State Concentrations
Table 22
Table 22
Outstandings (1)
Outstandings (1)
Outstandings (1)
Outstandings (1)
Nonperforming (1)
December 31
December 31Net Charge-offs
December 31
December 31
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)December 31
2021
December 31
2020
December 31
2021
December 31
2020
20212020
CaliforniaCalifornia$77,819 $83,185 $693 $570 $(14)$(18)
California
California
New York
New York
New YorkNew York24,975 23,832 358 272 3 
FloridaFlorida13,883 13,017 158 175 (8)(5)
Florida
Florida
Texas
Texas
TexasTexas9,002 8,868 86 78  — 
New JerseyNew Jersey8,723 8,806 117 98  (1)
New Jersey
New Jersey
Other
Other
OtherOther74,857 74,029 872 812 (9)(9)
Residential mortgage loansResidential mortgage loans$209,259 $211,737 $2,284 $2,005 $(28)$(30)
Residential mortgage loans
Residential mortgage loans
Fully-insured loan portfolio
Fully-insured loan portfolio
Fully-insured loan portfolioFully-insured loan portfolio12,704 11,818   
Total residential mortgage loan portfolioTotal residential mortgage loan portfolio$221,963 $223,555   
Total residential mortgage loan portfolio
Total residential mortgage loan portfolio
(1)Outstandings and nonperforming loans exclude loans accounted for under the fair value option.
Home Equity
At December 31, 2021,2023, the home equity portfolio made up six percent of the consumer portfolio and was comprised of home equity lines of credit (HELOCs), home equity loans and reverse mortgages. HELOCs generally have an initial draw period of 10 years, and after the initial draw period ends, the loans generally convert to 15- or 20-year amortizing loans. We no longer originate home equity loans or reverse mortgages.
At December 31, 2021, 802023, 84 percent of the home equity portfolio was in Consumer Banking, 11seven percent was in All Other and the remainder of the portfolio was primarily in GWIM. Outstanding balances in the home equity portfolio decreased $6.4$1.0 billion in 20212023 primarily due to paydowns outpacing newdraws
originations and draws on existing lines.lines and new originations. Of the total home equity portfolio at December 31, 20212023 and 2020, $12.22022, $10.1 billion and $11.1 billion, or 4439 percent and $13.8 billion, or 4042 percent, were in first-lien positions. At December 31, 2021,2023, 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 $4.6$4.4 billion, or 1617 percent, of our total home equity portfolio.
Unused HELOCs totaled $40.5$45.1 billion and $42.3$42.4 billion at December 31, 20212023 and 2020.2022. The HELOC utilization rate was 3935 percent and 4338 percent at December 31, 20212023 and 2020.2022.
Table 23 presents certain home equity portfolio key credit statistics.
Table 23Table 23
Home Equity – Key Credit Statistics (1)
Table 23
Table 23
Home Equity – Key Credit Statistics (1)
December 31
December 31
December 31
December 31
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)20212020
OutstandingsOutstandings$27,935 $34,311 
Outstandings
Outstandings
Accruing past due 30 days or more
Accruing past due 30 days or more
Accruing past due 30 days or moreAccruing past due 30 days or more157 186 
Nonperforming loans (2)
Nonperforming loans (2)
630 649 
Nonperforming loans (2)
Nonperforming loans (2)
Percent of portfolio
Percent of portfolio
Percent of portfolioPercent 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 %%
Refreshed CLTV greater than 90 but less than or equal to 100
Refreshed CLTV greater than 90 but less than or equal to 100
Refreshed CLTV greater than 100Refreshed CLTV greater than 1001 
Refreshed CLTV greater than 100
Refreshed CLTV greater than 100
Refreshed FICO below 620
Refreshed FICO below 620
Refreshed FICO below 620Refreshed FICO below 6203 
(1)Outstandings, accruing past due, nonperforming loans and percentages of the portfolio exclude loans accounted for under the fair value option. For information on our interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
(2)Includes loans that are contractually current which primarily consist of collateral-dependent TDRs, including those that have been discharged in Chapter 7 bankruptcy, junior-lien loans where the underlying first 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.

modification.
Nonperforming outstanding balances in the home equity portfolio remained relatively flat at $630decreased $60 million to $450 million at December 31, 2021.2023, primarily driven by loan sales, payoffs and returns to performing status outpacing new additions. Of the nonperforming home equity loans at December 31, 2021, $2272023, $256 million, or 3657 percent, were current on contractual payments. In addition, $273$113 million, or 4325 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 $29 millionremained relatively unchanged in 2021.
Net recoveries increased $46 million to $119 million in 20212023 compared to the same period in 2020. The increase was driven by favorable portfolio trends due in part to improvement in home prices.2022.
Of the $27.9$25.5 billion in total home equity portfolio outstandings at December 31, 2021,2023, as shown in Table 23, 1411 percent require interest-only payments. The outstanding balance of HELOCs that havehad reached the end of their draw period and have entered the amortization period was $6.8$4.0 billion at
December 31, 2021.2023. 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, 2021, $1052023, $41 million, or twoone percent, of outstanding HELOCs that had entered the amortization period were accruing past due 30 days or more. In addition, at December 31, 2021, $4552023, $283 million, or seven percent, were nonperforming. Loans that have yet to enter the amortization period in
For our interest-only HELOC portfolio, are primarily post-2008 vintages and 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 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,lines; however, 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. During 2021, nine2023, 13 percent of these customers with an outstanding balance did not pay any principal on their HELOCs.
Bank of America 6260


Table 24 presents outstandings, nonperforming balances and net recoveries 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 1311 percent and 12 percent of the outstanding home equity portfolio at both December 31, 2021
2023 and 2020.2022. The Los Angeles-Long Beach-Santa Ana MSA within California made up 10 percent and 11 percent of the outstanding home equity portfolio at December 31, 20212023 and 2020.
2022.
Table 24Table 24Home Equity State Concentrations
Table 24
Table 24
Outstandings (1)
Outstandings (1)
Outstandings (1)
December 31
December 31
December 31Net Charge-offs
(Dollars in millions)(Dollars in millions)202320222023202220232022
Outstandings (1)
Nonperforming (1)
December 31Net Recoveries
(Dollars in millions)202120202021202020212020
California
California
CaliforniaCalifornia$7,600 $9,488 $140 $143 $(40)$(26)
FloridaFlorida2,977 3,715 78 80 (21)(11)
New JerseyNew Jersey2,259 2,749 69 67 (4)(3)
New YorkNew York2,072 2,495 96 103 (1)(1)
Massachusetts1,422 1,719 32 32 (3)(1)
Texas
OtherOther11,605 14,145 215 224 (50)(31)
Total home equity loan portfolioTotal home equity loan portfolio$27,935 $34,311 $630 $649 $(119)$(73)
(1)Outstandings and nonperforming loans exclude loans accounted for under the fair value option.
Credit Card
At December 31, 2021,2023, 97 percent of the credit card portfolio was managed in Consumer Banking with the remainder in GWIM. Outstandings in the credit card portfolio increased $2.7$8.8 billion during 2023 to $102.2 billion as purchase volume and card transfers more than offset payments. Net charge-offs increased $1.2 billion to $2.6 billion in 20212023 compared to $81.4 billion2022, primarily due to higher retail spend. Net charge-offs decreased $626 million to $1.7 billion during 2021 compared to the same period in 2020 due to the impact of government stimulus measures, partially offset by charge-offs of certainlate-stage delinquent credit card loans with deferrals that expired in 2020.were charged off. Credit card
loans 30 days or more past due and still
accruing interest decreased $692increased $914 million, and loans 90 days or more past due and still accruing interest decreased $416increased $507 million primarily due to charge-offs of certain loans with deferrals that expired in 2020 and the impact of government stimulus measures.at December 31, 2023.
Unused lines of credit for credit card increased to $361.2$390.2 billion at December 31, 20212023 from $342.4$370.1 billion at 2020.December 31, 2022.
Table 25 presents certain state concentrations for the credit card portfolio.
Table 25Credit Card State Concentrations
Outstandings
Accruing Past Due
90 Days or More (1)
December 31Net Charge-offs
(Dollars in millions)202120202021202020212020
California$13,076 $12,543 $82 $166 $322 $419 
Florida8,046 7,666 71 135 245 306 
Texas6,894 6,499 47 87 158 202 
New York4,725 4,654 35 76 135 188 
Washington4,080 3,685 13 21 39 56 
Other44,617 43,661 239 418 824 1,178 
Total credit card portfolio$81,438 $78,708 $487 $903 $1,723 $2,349 
(1)For information on our interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
Table 25Credit Card State Concentrations
OutstandingsAccruing Past Due
90 Days or More
December 31Net Charge-offs
(Dollars in millions)202320222023202220232022
California$16,952 $15,363 $216 $126 $457 $232 
Florida10,521 9,512 168 100 343 183 
Texas8,978 8,125 125 72 245 123 
New York5,788 5,381 84 56 197 99 
Washington5,352 4,844 41 21 77 36 
Other54,609 50,196 590 342 1,242 661 
Total credit card portfolio$102,200 $93,421 $1,224 $717 $2,561 $1,334 
Direct/Indirect Consumer
At December 31, 2021, 472023, 52 percent of the direct/indirect portfolio was included in Consumer Banking (consumer auto and recreational vehicle lending) and 5348 percent was included in
GWIM (principally(principally securities-based lending loans). Outstandings in the direct/indirect portfolio increased by $12.2decreased $2.8 billion in 20212023 to $103.6
$103.5 billion driven by client demand for liquidity and high asset valuesdeclines in the securities-based lending stemming from higher paydown activity due to higher interest rates, partially offset by growth in our auto portfolio.

63 Bank of America


Table 26 presents certain state concentrations for the direct/indirect consumer loan portfolio.
Table 26Direct/Indirect State Concentrations
Outstandings
Accruing Past Due
90 Days or More
(1)
December 31Net Charge-offs
(Dollars in millions)202120202021202020212020
California$15,061 $12,248 $2 $$3 $20 
Florida13,352 10,891 1 1 20 
Texas9,505 8,981 2 2 20 
New York7,802 6,609 1 3 
New Jersey4,228 3,572  — (3)
Other53,612 49,062 5 15 (5)51 
Total direct/indirect loan portfolio$103,560 $91,363 $11 $33 $1 $122 
(1)For information on our interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
Table 26Direct/Indirect State Concentrations
OutstandingsNonperforming
December 31Net Charge-offs
(Dollars in millions)202320222023202220232022
California$15,416 $15,516 $27 $12 $21 $
Florida13,550 13,783 18 10 14 
Texas9,668 9,837 14 12 
New York7,335 7,891 11 6 
New Jersey4,376 4,456 5 2 
Other53,123 54,753 73 38 37 
Total direct/indirect loan portfolio$103,468 $106,236 $148 $77 $92 $18 
61 Bank of America


Other Consumer
Other consumer primarily consists of deposit overdraft balances. Net charge-offs decreased $41 million in 2023 to $480 million, primarily driven by lower overdraft losses.
Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity
Table 27 presents nonperforming consumer loans, leases and foreclosed properties activity during 20212023 and 2020.2022. During 2021,2023, nonperforming consumer loans increased $264decreased $42 million to $3.0 billion primarily driven by consumer real estate deferral activity.$2.7 billion.
At December 31, 2021, $8882023, $531 million, or 3020 percent, of nonperforming loans were 180 days or more past due and had been written down to their estimated property value less costs
to sell. In addition, at December 31, 2021, $1.42023, $1.6 billion, or 4860 percent, of nonperforming consumer loans were modifiedcurrent and are now current after successful trial periods, or are current loans classified as nonperforming loans in accordance with applicable policies.
Foreclosed properties decreased $22$18 million in 20212023 to $101$103 million. Nonperforming loans also include certain loans that have been modified in TDRs where economic concessions have been granted to borrowers experiencing financial difficulties.

Table 27Table 27Nonperforming Consumer Loans, Leases and Foreclosed Properties Activity
Table 27
Table 27
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021202020232022
Nonperforming loans and leases, January 1Nonperforming loans and leases, January 1$2,725 $2,053 
AdditionsAdditions2,006 2,278 
Reductions:Reductions:
Paydowns and payoffsPaydowns and payoffs(625)(440)
Paydowns and payoffs
Paydowns and payoffs
SalesSales(4)(38)
Returns to performing status (1)
Returns to performing status (1)
(1,037)(1,014)
Charge-offsCharge-offs(64)(78)
Transfers to foreclosed propertiesTransfers to foreclosed properties(12)(36)
Total net additions to nonperforming loans and leases264 672 
Total net reductions to nonperforming loans and leases
Total net reductions to nonperforming loans and leases
Total net reductions to nonperforming loans and leases
Total nonperforming loans and leases, December 31Total nonperforming loans and leases, December 312,989 2,725 
Foreclosed properties, December 31 (2)
101 123 
Nonperforming consumer loans, leases and foreclosed properties, December 31$3,090 $2,848 
Foreclosed properties, December 31
Nonperforming consumer loans, leases and foreclosed properties, December 31 (2)
Nonperforming consumer loans and leases as a percentage of outstanding consumer loans and leases (3)
Nonperforming consumer loans and leases as a percentage of outstanding consumer loans and leases (3)
0.69 %0.64 %
Nonperforming consumer loans and leases as a percentage of outstanding consumer loans and leases (3)
0.59 %0.60 %
Nonperforming consumer loans, leases and foreclosed properties as a percentage of outstanding consumer loans, leases and foreclosed properties (3)
Nonperforming consumer loans, leases and foreclosed properties as a percentage of outstanding consumer loans, leases and foreclosed properties (3)
0.71 0.66 
(1)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.
(2)Foreclosed property balances do not include properties insured by certain government-guaranteed loans, principally FHA-insured,Includes repossessed non-real estate assets of $52$20 million and $119 million$0 at December 31, 20212023 and 2020.2022.
(3)Outstanding consumer loans and leases exclude loans accounted for under the fair value option.

Bank of America 64


Table 28 presents TDRs for the consumer real estate portfolio. Performing TDR balances are excluded from nonperforming loans and leases in Table 27.
Table 28Consumer Real Estate Troubled Debt Restructurings
December 31, 2021December 31, 2020
(Dollars in millions)NonperformingPerformingTotalNonperformingPerformingTotal
Residential mortgage (1, 2)
$1,498 $2,278 $3,776 $1,195 $2,899 $4,094 
Home equity (3)
254 652 906 248 836 1,084 
Total consumer real estate troubled debt restructurings$1,752 $2,930 $4,682 $1,443 $3,735 $5,178 
(1)At December 31, 2021 and 2020, residential mortgage TDRs deemed collateral dependent totaled $1.6 billion and $1.4 billion, and included $1.4 billion and $1.0 billion of loans classified as nonperforming and $279 million and $361 million of loans classified as performing.
(2)At December 31, 2021 and 2020, residential mortgage performing TDRs include $1.2 billion and $1.5 billion of loans that were fully-insured.
(3)At December 31, 2021 and 2020, home equity TDRs deemed collateral dependent totaled $370 million and $407 million, and include $222 million and $216 million of loans classified as nonperforming and $148 million and $191 million of loans classified as 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.
Modifications of credit card and other consumer loans are made through programs utilizing direct customer contact, but may also utilize external programs. At December 31, 2021 and 2020, our credit card and other consumer TDR portfolio was $672 million and $701 million, of which $599 million and $614 million were current or less than 30 days past due under the modified terms.
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, seeNote 1 – Summary of Significant Accounting Principlesto the Consolidated Financial Statements.Statements.
Management of Commercial Credit Risk Concentrations
Commercial credit risk is evaluated and managed with the goal that concentrations of credit exposure 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 type. In addition, within our non-U.S. portfolio, we evaluate exposures by region and by country. Tables 33, 3632, 34 and 3937 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, see Table 34 and Commercial Portfolio Credit Risk Management – Industry Concentrations on page 69 and Table 36.66.
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
Bank of America 62


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 more information, see Note 12 – Commitments and Contingenciesto the Consolidated Financial Statements.
Commercial Credit Portfolio
Outstanding commercial loans and leases increased $4.4 billion during 2023 due to growth in commercial real estate, primarily in Global Banking, and U.S. small business commercial. During 2021,2023, commercial credit quality improveddeteriorated as the economic recovery gained momentum driven in part by increased consumer spending and COVID-19 vaccination progress. Accordingly, charge-offs, nonperforming commercial loans and reservable criticized utilized exposure declinedincreased primarily driven by the commercial real estate office property type; however, the commercial net charge-off ratio of 0.12 percent during this period. Outstanding commercial loans and leases increased $44.4 billion during 2021 due to growth in commercial and industrial, primarily in 2023 remained low.Global Markets with most
With the exception of the increaseoffice property type, which is further discussed in investment grade exposures. This increase was partially offset by lower U.S. small business commercial loans due to repayments of PPP loans by the Small Business Administration (SBA) under the terms of the program. For more information on
65 Bank of America


PPP loans, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
CreditCommercial Real Estate section herein, credit quality of commercial real estate borrowers has begun to stabilizeremained relatively stable since December 31, 2022; however, we are closely monitoring emerging trends and borrower performance in many sectors as economies have reopened. However, certain sectors, including hospitality, while showing signs of improvement, continuethe increased rate environment and challenging capital markets. Recent demand for office space has been stagnant, and future demand for office space continues to be negatively impacted due to the pandemic. Moreover, many real estate markets, while improving, are still experiencing some disruptions in demand, supply chain challenges and tenant difficulties. Current and future office demand is uncertain as
companies evaluate space needs with employment models that utilize a mix of remote and conventional office use.
The commercial allowance for loan and lease losses decreased $3.4$623 million during 2023 to $4.8 billion, during 2021 to $5.4 billionprimarily driven by improvements in theimproved macroeconomic outlook and credit quality.conditions. For more information, see Allowance for Credit Losses on page 73.71.
Total commercial utilized credit exposure increased $33.2decreased $8.6 billion during 20212023 to $653.5$696.3 billion primarily driven by higher loans and leases.lower derivative assets. The utilization rate for loans and leases, standby letters of credit (SBLCs) and financial guarantees, and commercial letters of credit, in the aggregate, was 55 percent and 56 percent at December 31, 20212023 and 57 percent at December 31, 2020.2022.
Table 2928 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 29Commercial Credit Exposure by Type
Table 28
Table 28
Table 28Commercial Credit Exposure by Type
Commercial Utilized (1)
Commercial Unfunded (2, 3, 4)
Total Commercial Committed
December 31
Commercial Utilized (1)
Commercial Unfunded (2, 3, 4)
Total Commercial Committed
December 31December 31
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202021202020212020202320222023202220232022
Loans and leasesLoans and leases$543,420 $499,065 $454,256 $404,740 $997,676 $903,805 
Derivative assets (5)
Derivative assets (5)
35,344 47,179  — 35,344 47,179 
Standby letters of credit and financial guaranteesStandby letters of credit and financial guarantees34,389 34,616 639 538 35,028 35,154 
Debt securities and other investmentsDebt securities and other investments19,427 22,618 4,638 4,827 24,065 27,445 
Loans held-for-saleLoans held-for-sale13,185 8,378 16,581 9,556 29,766 17,934 
Operating leasesOperating leases5,935 6,424  — 5,935 6,424 
Commercial letters of creditCommercial letters of credit1,176 855 247 280 1,423 1,135 
OtherOther652 1,168  — 652 1,168 
TotalTotal$653,528 $620,303 $476,361 $419,941 $1,129,889 $1,040,244 
(1)Commercial utilized exposure includes loans of $7.2$3.3 billion and $5.9$5.4 billion accounted for under the fair value option at December 31, 20212023 and 2020.2022.
(2)Commercial unfunded exposure includes commitments accounted for under the fair value option with a notional amount of $4.8$2.6 billion and $3.9$3.0 billion at December 31, 20212023 and 2020.2022.
(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 (i.e., syndicated or participated) to other financial institutions. The distributed amounts were $10.7$10.3 billion and $10.5$10.4 billion at December 31, 20212023 and 2020.2022.
(5)Derivative assets are carried at fair value, reflect the effects of legally enforceable master netting agreements and have been reduced by cash collateral of $30.8$29.4 billion and $42.5$33.8 billion at December 31, 20212023 and 2020.2022. Not reflected in utilized and committed exposure is additional non-cash derivative collateral held of $44.8$56.1 billion and $39.3$51.6 billion at December 31, 20212023 and 2020,2022, which consists primarily of other marketable securities.
Nonperforming commercial loans decreased $649 million.increased $1.7 billion during 2023, primarily in commercial real estate. Table 3029 presents our commercial loans and leases portfolio and related credit quality information at December 31, 20212023 and 2020.2022.
Table 30Commercial Credit Quality
OutstandingsNonperformingAccruing Past Due
90 Days or More
December 31
(Dollars in millions)202120202021202020212020
Commercial and industrial:
U.S. commercial$325,936 $288,728 $825 $1,243 $171 $228 
Non-U.S. commercial113,266 90,460 268 418 19 10 
Total commercial and industrial439,202 379,188 1,093 1,661 190 238 
Commercial real estate63,009 60,364 382 404 40 
Commercial lease financing14,825 17,098 80 87 8 25 
517,036 456,650 1,555 2,152 238 269 
U.S. small business commercial (1)
19,183 36,469 23 75 87 115 
Commercial loans excluding loans accounted for under the fair value option$536,219 $493,119 $1,578 $2,227 $325 $384 
Loans accounted for under the fair value option (2)
7,201 5,946 
Total commercial loans and leases$543,420 $499,065 
63 Bank of America


Table 29Commercial Credit Quality
OutstandingsNonperformingAccruing Past Due
90 Days or More
December 31
(Dollars in millions)202320222023202220232022
Commercial and industrial:
U.S. commercial$358,931 $358,481 $636 $553 $51 $190 
Non-U.S. commercial124,581 124,479 175 212 4 25 
Total commercial and industrial483,512 482,960 811 765 55 215 
Commercial real estate72,878 69,766 1,927 271 32 46 
Commercial lease financing14,854 13,644 19 7 
571,244 566,370 2,757 1,040 94 269 
U.S. small business commercial (1)
19,197 17,560 16 14 184 355 
Commercial loans excluding loans accounted for under the fair value option$590,441 $583,930 $2,773 $1,054 $278 $624 
Loans accounted for under the fair value option (2)
3,326 5,432 
Total commercial loans and leases$593,767 $589,362 
(1)Includes card-related products.
(2)Commercial loans accounted for under the fair value option includeincludes U.S. commercial of $4.6$2.2 billion and $2.9 billion and non-U.S. commercial of $2.6$1.2 billion and $3.0$2.5 billion at December 31, 20212023 and 2020.2022. For more information on the fair value option, see Note 21 – Fair Value Optionto the Consolidated Financial Statements.
Bank of America 66


Table 3130 presents net charge-offs and related ratios for our commercial loans and leases for 20212023 and 2020.2022.
Table 31Commercial Net Charge-offs and Related Ratios
Table 30
Table 30
Net Charge-offs
Net Charge-off Ratios (1)
Table 30Commercial Net Charge-offs and Related Ratios
Net Charge-offs
Net Charge-offs
Net Charge-offs
Net Charge-off Ratios (1)
(Dollars in millions)(Dollars in millions)2021202020212020
(Dollars in millions)
(Dollars in millions)2023202220232022
Commercial and industrial:Commercial and industrial:
U.S. commercial
U.S. commercial
U.S. commercialU.S. commercial$(23)$718 (0.01)%0.23 %$124 $$71 0.03 0.03 %0.02 %
Non-U.S. commercialNon-U.S. commercial35 155 0.04 0.15 
Total commercial and industrialTotal commercial and industrial12 873  0.21 
Commercial real estateCommercial real estate34 270 0.06 0.43 
Commercial lease financingCommercial lease financing(1)59  0.32 
45 1,202 0.01 0.24 
390
U.S. small business commercialU.S. small business commercial351 267 1.19 0.86 
Total commercialTotal commercial$396 $1,469 0.08 0.28 
(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 3231 presents commercial 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 reservable criticized utilized exposure decreased $16.3increased $4.0 billion during 2021, which was broad-based across industries.2023
driven by the commercial real estate office property type and U.S. commercial, partially offset by non-U.S. commercial. At December 31, 20212023 and 2020, 872022, 89 percent and 7988 percent of commercial reservable criticized utilized exposure was secured.
Table 32
Commercial Reservable Criticized Utilized Exposure (1, 2)
Table 31
Table 31
Table 31
Table 31
Table 31
Table 31
Table 31
Table 31
Table 31
Commercial Reservable Criticized Utilized Exposure (1, 2)
December 31
December 31
December 31
December 31
(Dollars in millions)(Dollars in millions)20212020(Dollars in millions)20232022
Commercial and industrial:Commercial and industrial:Commercial and industrial:
U.S. commercialU.S. commercial$11,327 3.20 %$21,388 6.83 %U.S. commercial$12,006 3.12 3.12 %$10,724 2.78 2.78 %
Non-U.S. commercialNon-U.S. commercial2,582 2.17 5,051 5.03 
Total commercial and industrialTotal commercial and industrial13,909 2.94 26,439 6.40 
Commercial real estateCommercial real estate7,572 11.72 10,213 16.42 
Commercial lease financingCommercial lease financing387 2.61 714 4.18 
21,868 3.96 37,366 7.59 
22,708
U.S. small business commercialU.S. small business commercial513 2.67 1,300 3.56 
Total commercial reservable criticized utilized exposureTotal commercial reservable criticized utilized exposure$22,381 3.91 $38,666 7.31 
(1)Total commercial reservable criticized utilized exposure includes loans and leases of $21.2$22.5 billion and $36.6$18.5 billion and commercial letters of credit of $1.2 billion$795 million and $2.1 billion$817 million at December 31, 20212023 and 2020.2022.
(2)Percentages are calculated as commercial reservable criticized utilized exposure divided by total commercial reservable utilized exposure for each exposure category.
Commercial and Industrial
Commercial and industrial loans include U.S. commercial and non-U.S. commercial portfolios.
U.S. Commercial
At December 31, 2021,2023, 62 percent of the U.S. commercial loan portfolio, excluding small business, was managed in Global Banking, 22 percent in Global Markets, 1514 percent in GWIM (loans
(loans that provide financing for asset purchases, business investments and other liquidity needs for high net worth clients) and the remainder primarily in Consumer Banking. U.S. commercial loans increased $37.2 billion, or 13 percent,remained largely unchanged during 2021 primarily driven by Global Markets and Global Banking2023. Reservable criticized utilized exposure decreased $10.1increased $1.3 billion, or 12 percent, driven by decreases across a broad range of industries.
Bank of America 64


Non-U.S. Commercial
At December 31, 2021, 692023, 62 percent of the non-U.S. commercial loan portfolio was managed in Global Banking and 3038 percent in Global Markets Markets.and the remainder in GWIM. Non-U.S. commercial loans increased $22.8 billion, or 25 percent,remained largely unchanged during 2021 primarily in Global Markets.2023. Reservable criticized utilized exposure decreased $2.5 billion, which was broad-based across industries.$878 million, or 33 percent, due to upgrades and sales of Russian exposure. For information on the non-U.S. commercial portfolio, see Non-U.S. Portfolio on page 71.68.


Commercial Real Estate
Commercial real estate primarily includes commercial loans 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. Outstanding loans increased $2.6$3.1 billion, or four percent, during 20212023 to $63.0$72.9 billion due to new originations outpacing paydowns. The portfolio remains diversifiedwith increases across multiple property types and geographic regions. California represented the largest state concentration at 21 percent and 23 percent of the commercial real estate portfolio at December 31, 2021 and 2020.types. The commercial real estate portfolio is predominantlyprimarily managed in Global Banking and consists of loans made primarily to public and private developers, and commercial real estate firms. The portfolio remains diversified across property types and geographic regions. California represented the largest state concentration at 20 percent and 19 percent of commercial real estate at December 31, 2023 and 2022.
Reservable criticized utilized exposure increased $3.5 billion, or 68 percent, during 2023, primarily driven by office loans.
Office loans represented the largest property type concentration at 25 percent of the commercial real estate portfolio at December 31, 2023, but only represented approximately two percent of total loans for the Corporation. This property type is roughly 75 percent Class A and had an origination loan-to-value of approximately 55 percent. Although we have seen collateral value declines in this property type, the majority of these loans remained adequately secured as of December 31, 2023.
Reservable criticized exposure for the office property type was $5.5 billion at December 31, 2023, and approximately $7.6 billion of office loans are scheduled to mature by the end of 2024.
During 2021,2023 and 2022, we continued to see relatively low default rates and varying degrees of improvement in certain geographic regions and property types of the portfolio.rates. 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 for 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.
Table 3332 presents outstanding commercial real estate loans by geographic region, based on the geographic location of the collateral, and by property type.
Table 32Outstanding Commercial Real Estate Loans
December 31
(Dollars in millions)20232022
By Geographic Region   
Northeast$15,920 $15,601 
California14,551 13,360 
Southwest9,318 8,723 
Southeast8,368 7,713 
Florida4,986 5,374 
Illinois3,361 3,327 
Midwest3,149 3,419 
Midsouth2,785 2,716 
Northwest2,095 1,959 
Non-U.S. 6,052 5,518 
Other 2,293 2,056 
Total outstanding commercial real estate loans$72,878 $69,766 
By Property Type  
Non-residential
Office$17,976 $18,230 
Industrial / Warehouse14,746 13,775 
Multi-family rental10,606 10,412 
Shopping centers / Retail5,756 5,830 
Hotel / Motels5,665 5,696 
Multi-use2,681 2,403 
Other14,201 12,241 
Total non-residential71,631 68,587 
Residential1,247 1,179 
Total outstanding commercial real estate loans$72,878 $69,766 

6765 Bank of America


Table 33Outstanding Commercial Real Estate Loans
December 31
(Dollars in millions)20212020
By Geographic Region   
Northeast$14,318 $11,628 
California13,145 14,028 
Southwest7,510 8,551 
Southeast6,758 6,588 
Florida4,367 4,294 
Midwest3,221 3,483 
Illinois2,878 2,594 
Midsouth2,289 2,370 
Northwest1,709 1,634 
Non-U.S. 4,760 3,187 
Other 2,054 2,007 
Total outstanding commercial real estate loans$63,009 $60,364 
By Property Type  
Non-residential
Office$18,309 $17,667 
Industrial / Warehouse10,749 8,330 
Multi-family rental8,173 7,051 
Shopping centers /Retail6,502 7,931 
Hotel / Motels5,932 7,226 
Unsecured3,178 2,336 
Multi-use1,835 1,460 
Other7,238 7,146 
Total non-residential61,916 59,147 
Residential1,093 1,217 
Total outstanding commercial real estate loans$63,009 $60,364 
U.S. Small Business Commercial
The U.S. small business commercial loan portfolio is comprised of small business card loans and small business loans primarily managed in Consumer Banking, and includes $4.7 billionincluded $329 million and $22.7$1.0 billion of PPPPaycheck Protection Program (PPP) loans outstanding at December 31, 20212023 and 2020. The decline of $18.0 billion in2022. PPP loans during 2021 wasdecreased $679 million primarily due to repayment of the loans by the SBASmall Business Administration (SBA) under the terms of the program. Excluding PPP, credit card-related products were 5054 percent and 53 percent of the U.S. small business commercial portfolio at both December 31, 20212023 and 20202022 and represented 9599 percent of the net charge-offs in 2021 compared to 91100 percent for 2022. Accruing past due 90 days or more decreased $171 million in 2020.

2023 driven by the repayment of PPP loans, which are fully guaranteed by the SBA.
Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity
Table 3433 presents the nonperforming commercial loans, leases and foreclosed properties activity during 20212023 and 2020.2022. Nonperforming loans do not include loans accounted for under the fair value option. During 2021,2023, nonperforming commercial loans and leases decreased $649 millionincreased $1.7 billion to $1.6$2.8 billion. At December 31, 2021, 882023, 96 percent of commercial nonperforming loans, leases and foreclosed properties were secured, and 5462 percent were contractually current. Commercial nonperforming loans were carried at 9089 percent of their unpaid principal balance, as the carrying value of these loans has been reduced to the estimated collateral value less costs to sell.
Table 34
Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity (1, 2)
Table 33
Table 33
Table 33
Nonperforming Commercial Loans, Leases and Foreclosed Properties Activity (1, 2)
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021202020232022
Nonperforming loans and leases, January 1Nonperforming loans and leases, January 1$2,227 $1,499 
AdditionsAdditions1,622 3,518 
Reductions:
Reductions:
Reductions:Reductions:  
PaydownsPaydowns(1,163)(1,002)
SalesSales(199)(350)
Returns to performing status (3)
Returns to performing status (3)
(264)(172)
Charge-offsCharge-offs(254)(1,208)
Transfers to foreclosed propertiesTransfers to foreclosed properties (2)
Transfers to loans held-for-saleTransfers to loans held-for-sale(391)(56)
Total net additions (reductions) to nonperforming loans and leases(649)728 
Total net additions / (reductions) to nonperforming loans and leases
Total nonperforming loans and leases, December 31Total nonperforming loans and leases, December 311,578 2,227 
Foreclosed properties, December 31
Foreclosed properties, December 31
Foreclosed properties, December 31Foreclosed properties, December 3129 41 
Nonperforming commercial loans, leases and foreclosed properties, December 31Nonperforming commercial loans, leases and foreclosed properties, December 31$1,607 $2,268 
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)
0.29 %0.45 %
Nonperforming commercial loans and leases as a percentage of outstanding commercial loans and leases (4)
0.47 %0.18 %
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)
0.30 0.46 
(1)Balances do not include nonperforming loans held-for-sale of $264$161 million and $359$219 million at December 31, 20212023 and 2020.2022.
(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 aftercollection, or when a modified loan demonstrates a sustained period of demonstrated payment performance.
(4)Outstanding commercial loans exclude loans accounted for under the fair value option.
Bank of America 68


Table 35 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.
Table 35Commercial Troubled Debt Restructurings
December 31, 2021December 31, 2020
(Dollars in millions)NonperformingPerformingTotalNonperformingPerformingTotal
Commercial and industrial:
U.S. commercial$359 $685 $1,044 $509 $850 $1,359 
Non-U.S. commercial72 8 80 49 119 168 
Total commercial and industrial431 693 1,124 558 969 1,527 
Commercial real estate244 437 681 137 — 137 
Commercial lease financing50 7 57 42 44 
725 1,137 1,862 737 971 1,708 
U.S. small business commercial 38 38 — 29 29 
Total commercial troubled debt restructurings$725 $1,175 $1,900 $737 $1,000 $1,737 
Industry Concentrations
Table 3634 presents commercial committed and utilized credit exposure by industry. Our commercialFor information on net notional credit protection purchased to hedge funded and unfunded exposures for which we elected the fair value option, as well as certain other credit exposures, see Commercial Portfolio Credit Risk Management – Risk Mitigation.
Commercial credit exposure is diversified across a broad range of industries. Total commercial committed exposure increased $89.6$13.9 billion or nine percent, during 20212023 to $1.1$1.2 trillion. The increase in commercial committed exposure was concentrated in theCapital goods, Finance companies and Asset managers and funds, Finance companies and Utilities industry sectors. Increases were partially offset by decreased exposure to the Government and public education and Automobiles and components industry sectors.funds.
Industry limits are used internally to manage industry concentrations and are based on committed exposure that is determined 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.
Asset managers and funds, our largest industry concentration with committed exposure of $136.9$169.3 billion, increased $36.6$4.2 billion, or 37 percent, during 2021, which was primarily driven by secured investment grade exposures.exposure to the Capital markets industry group during 2023.

Real estate, our second largest industry concentration with committed exposure of $96.2$100.3 billion increased $4.5 billion, or five percent,remained relatively unchanged during 2021.2023. For more information on the commercial real estate and related portfolios, see Commercial Portfolio Credit Risk Management – Commercial Real Estate on page 67.65.
Finance companies,Capital goods, our third largest industry concentration with committed exposure of $86.0$97.0 billion, increased $16.0$9.7 billion, or 2311 percent, during 2021, with the growth largely occurring2023. The increase in Consumer Finance, Thriftscommitted exposure occurred primarily as a result of increases in Trading companies and Mortgage Finance and Diversified Financials.distributors as well as Machinery, partially offset by a decrease in Industrial conglomerates.
Given the widespreadThe impact of the pandemic onvarious macroeconomic challenges, including geopolitical tensions, inflationary pressures and elevated interest rates, may lead to uncertainty in the U.S. and global economy,economies, and may adversely impact a number of industries have been and will likely continue to be adversely impacted.industries. We continue to monitor all industries, particularly higher risk industries that are experiencing or could experience a more significant impact to their financial condition.
69Bank of America66


Table 36
Commercial Credit Exposure by Industry (1)
Table 34
Table 34
Table 34
Commercial
Utilized
Commercial
Utilized
Total Commercial
Committed (2)
Commercial
Utilized
December 31
Commercial
Utilized
Total Commercial
Committed (2)
December 31December 31
(Dollars in millions)(Dollars in millions)2021202020212020(Dollars in millions)2023202220232022
Asset managers & funds$89,786 $67,360 $136,914 $100,296 
Asset managers and funds
Real estate (3)
Real estate (3)
69,384 68,967 96,202 91,730 
Capital goods
Finance companiesFinance companies59,327 46,948 86,009 70,004 
Capital goods42,784 39,807 84,293 80,815 
Healthcare equipment and servicesHealthcare equipment and services32,003 33,488 58,195 57,540 
MaterialsMaterials25,133 24,516 53,652 50,757 
RetailingRetailing24,514 23,700 50,816 48,306 
Government & public education37,597 41,669 50,066 56,212 
Food, beverage and tobacco
Consumer servicesConsumer services28,172 31,993 48,052 47,997 
Food, beverage and tobacco21,584 22,755 45,419 44,417 
Government and public education
Individuals and trusts
Commercial services and suppliesCommercial services and supplies22,390 21,107 42,451 38,092 
Individuals and trusts29,752 24,727 39,869 34,036 
UtilitiesUtilities17,082 12,387 36,855 29,234 
EnergyEnergy14,217 13,930 34,136 32,974 
TransportationTransportation21,079 23,126 32,015 33,082 
Technology hardware and equipment
Global commercial banks
Media
Vehicle dealers
Software and servicesSoftware and services10,663 10,853 27,643 22,524 
Technology hardware and equipment10,159 9,935 26,910 24,196 
Media12,495 12,632 26,318 24,120 
Global commercial banks20,062 20,544 21,390 22,595 
Pharmaceuticals and biotechnology
Consumer durables and apparel
Insurance
Telecommunication servicesTelecommunication services10,056 9,411 21,270 15,605 
Consumer durables and apparel9,740 9,232 21,226 20,223 
Pharmaceuticals and biotechnology5,608 4,830 19,439 15,901 
Automobiles and componentsAutomobiles and components9,236 10,792 17,052 20,575 
Vehicle dealers11,030 15,028 15,678 18,696 
Insurance5,743 5,772 14,323 13,277 
Food and staples retailingFood and staples retailing6,902 5,209 12,226 11,795 
Financial markets infrastructure (clearinghouses)Financial markets infrastructure (clearinghouses)3,876 4,939 6,076 8,648 
Religious and social organizationsReligious and social organizations3,154 4,646 5,394 6,597 
Total commercial credit exposure by industryTotal commercial credit exposure by industry$653,528 $620,303 $1,129,889 $1,040,244 
Total commercial credit exposure by industry
Total commercial credit exposure by industry
(1)Includes U.S. small business commercial exposure.
(2)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$10.3 billion and $10.5$10.4 billion at December 31, 20212023 and 2020.2022.
(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 primary business activity of the borrowers or counterparties using operating cash flows and primary source of repayment as key factors.
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, 20212023 and 2020,2022, 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 $2.6$10.9 billion and $4.2$9.0 billion. We recorded net losses of $91$185 million in 20212023 compared to net losses of $240$37 million in 2020.2022. The gains and losses on these instruments were largely 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 43.41. For more information, see Trading Risk Management on page 76.74.
Tables 3735 and 3836 present the maturity profiles and the credit exposure debt ratings of the net credit default protection portfolio at December 31, 20212023 and 2020.2022.
Table 35Net Credit Default Protection by Maturity
December 31
20232022
Less than or equal to one year36 %14 %
Greater than one year and less than or equal to five years64 85 
Greater than five years 
Total net credit default protection100 %100 %
67 Bank of America


Table 37Net Credit Default Protection by Maturity
December 31
20212020
Less than or equal to one year34 %65 %
Greater than one year and less than or equal to five years62 34 
Greater than five years4 
Total net credit default protection100 %100 %
Table 38Net Credit Default Protection by Credit Exposure Debt Rating
Table 36
Table 36
Table 36Net Credit Default Protection by Credit Exposure Debt Rating
Net
Notional
(1)
Percent of
Total
Net
Notional
(1)
Percent of
Total
Net
Notional
(1)
Net
Notional
(1)
Net
Notional
(1)
Percent of
Total
Net
Notional
(1)
Percent of
Total
December 31 December 31
(Dollars in millions)(Dollars in millions)20212020
(Dollars in millions)
(Dollars in millions)20232022
Ratings (2, 3)
Ratings (2, 3)
    
Ratings (2, 3)
   
AAAAAA$(479)4.4 %$(379)4.0 %
AA
AA$(350)13.4 %$(250)6.0 %
BBBBBB(710)27.1 (1,856)44.5 
BBBB(809)30.9 (1,363)32.7 
BB(659)25.2 (465)11.2 
CCC and belowCCC and below(35)1.3 (182)4.4 
NR (4)
NR (4)
(55)2.1 (54)1.2 
Total net credit
default protection
Total net credit
default protection
$(2,618)100.0 %$(4,170)100.0 %
Total net credit
default protection
$(10,875)100.0 100.0 %$(8,979)100.0 100.0 %
(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.
Bank of America 70


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. For more information on credit derivatives and counterparty credit risk valuation adjustments, see Note 3 – Derivatives to the Consolidated Financial Statements.
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 3937 presents our 20 largest non-U.S. country exposures at December 31, 2021.2023. These exposures accounted for 89 percent and 90 percent of our total non-U.S. exposure at December 31, 20212023 and 2020.2022. Net country exposure for these 20 countries increased $10.5decreased $13.1 billion in 20212023 primarily driven by increases in Australia, Canada and France, partially offset by reductionsdecreases in Germany and the United Kingdom.Japan.
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 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.

Table 39Top 20 Non-U.S. Countries Exposure
(Dollars in millions)Funded Loans
 and Loan
 Equivalents
Unfunded
 Loan
 Commitments
Net
 Counterparty
 Exposure
Securities/
Other
Investments
Country Exposure at December 31
2021
Hedges and Credit Default ProtectionNet Country Exposure at December 31
2021
Increase (Decrease) from December 31
2020
United Kingdom$32,062 $15,858 $5,932 $2,399 $56,251 $(1,282)$54,969 $(4,503)
Germany21,397 9,790 1,794 1,807 34,788 (963)33,825 (11,078)
Canada9,138 12,783 1,441 3,551 26,913 (602)26,311 5,177 
France12,393 8,234 1,391 3,710 25,728 (821)24,907 4,116 
Australia9,194 9,078 434 2,812 21,518 (214)21,304 8,217 
Japan14,812 1,528 1,308 371 18,019 (757)17,262 (234)
Brazil6,814 1,382 526 4,227 12,949 (199)12,750 2,457 
China9,941 689 894 1,370 12,894 (312)12,582 (838)
Singapore3,914 709 249 5,850 10,722 (57)10,665 1,383 
Netherlands3,839 4,780 452 950 10,021 (425)9,596 (88)
India6,485 388 470 1,454 8,797 (166)8,631 820 
Switzerland5,072 3,125 277 338 8,812 (237)8,575 1,680 
South Korea5,800 771 545 1,191 8,307 (155)8,152 (399)
Hong Kong5,523 315 338 1,167 7,343 (16)7,327 790 
Mexico4,333 1,577 136 629 j6,675 (213)6,462 175 
Spain2,482 2,126 473 1,198 6,279 (359)5,920 1,104 
Ireland4,037 1,019 136 376 5,568 (29)5,539 1,374 
Italy2,843 1,098 348 1,484 5,773 (569)5,204 (488)
Belgium2,548 1,516 462 687 5,213 (182)5,031 64 
United Arab Emirates2,942 329 36 234 3,541 (47)3,494 807 
Total top 20 non-U.S. countries exposure$165,569 $77,095 $17,642 $35,805 $296,111 $(7,605)$288,506 $10,536 

71Bank of America68


Table 37Top 20 Non-U.S. Countries Exposure
(Dollars in millions)Funded Loans
 and Loan
 Equivalents
Unfunded
 Loan
 Commitments
Net
 Counterparty
 Exposure
Securities/
Other
Investments
Country Exposure at December 31
2023
Hedges and Credit Default ProtectionNet Country Exposure at December 31
2023
Increase (Decrease) from December 31
2022
United Kingdom$28,805 $18,276 $5,416 $5,080 $57,577 $(1,642)$55,935 $590 
Germany24,051 10,098 2,105 2,013 38,267 (2,612)35,655 (10,071)
Canada11,653 10,079 1,280 5,490 28,502 (487)28,015 2,442 
France13,997 8,429 1,111 2,585 26,122 (1,264)24,858 (1,735)
Australia14,179 4,654 383 2,358 21,574 (252)21,322 1,105 
Japan9,553 1,895 1,194 5,124 17,766 (792)16,974 (6,113)
Brazil9,252 1,329 807 3,946 15,334 (51)15,283 2,783 
India6,891 231 580 4,270 11,972 (47)11,925 1,156 
Singapore4,955 505 125 5,303 10,888 (71)10,817 1,210 
Ireland8,464 1,322 133 459 10,378 (45)10,333 1,243 
Switzerland4,867 3,786 294 497 9,444 (215)9,229 (1,459)
Mexico5,499 1,652 489 1,332 8,972 (53)8,919 1,527 
China5,299 334 331 2,781 8,745 (233)8,512 (2,296)
South Korea5,404 880 357 1,854 8,495 (35)8,460 (666)
Netherlands3,188 3,312 735 959 8,194 (1,045)7,149 (2,134)
Italy4,121 2,184 200 653 7,158 (543)6,615 947 
Hong Kong3,722 556 464 1,137 5,879 (27)5,852 (1,419)
Spain2,893 2,035 163 902 5,993 (397)5,596 (245)
Belgium1,648 1,328 205 415 3,596 (149)3,447 (416)
Sweden1,223 1,857 155 152 3,387 (373)3,014 410 
Total top 20 non-U.S. countries exposure$169,664 $74,742 $16,527 $47,310 $308,243 $(10,333)$297,910 $(13,141)
Our largest non-U.S. country exposure at December 31, 20212023 was the United Kingdom with net exposure of $55.0$55.9 billion, which represents a $4.5 billion decreasean increase of $590 million from December 31, 2020.2022. The increase was primarily driven by higher corporate exposure. Our second largest non-U.S. country exposure was Germany with net exposure of $33.8$35.7 billion at December 31, 2021,2023, a $11.1decrease of $10.1 billion decrease from December 31, 2020.2022. The decrease in both of these countries was primarily driven by a reduction inlower deposits with the central banks.bank.
In light of the global pandemic, we are monitoring our non-U.S. exposure closely, particularly in countries where restrictions on certain activities, in an attempt to contain the spread and impact of the virus, have affected and will likely continue to adversely affect economic activity.
69 Bank of America


The impact of COVID-19 could have an adverse impact on the global economy for a prolonged period of time. For more information on how the pandemic may affect our operations, see Executive Summary – Recent Developments – COVID-19 Pandemic on page 27 and Part 1. Item 1A. Risk Factors on page 7.
Loan and Lease Contractual Maturities
Table 4038 disaggregates total outstanding loans and leases by remaining contractual maturitiesscheduled principal due dates and interest rates. The amounts provided do not reflect prepayment assumptions or hedging activities related to the loan portfolio. For information on the asset sensitivity of our total banking book balance sheet, see Interest Rate Risk Management for the Banking Book on page 79.
77.
Table 40
Loan and Lease Contractual Maturities (1)
Table 38
Table 38
Table 38
December 31, 2021December 31, 2023
(Dollars in millions)(Dollars in millions)Due in One
Year or Less
Due After One Year Through Five YearsDue After Five Years Through 15 YearsDue After 15 YearsTotal(Dollars in millions)Due in One
Year or Less
Due After One Year Through Five YearsDue After Five Years Through 15 YearsDue After 15 YearsTotal
Residential mortgageResidential mortgage$175 $702 $48,614 $172,751 $222,242 
Home equityHome equity1,596 92 6,159 20,427 28,274 
Credit cardCredit card81,438 — — — 81,438 
Direct/Indirect consumerDirect/Indirect consumer54,080 30,940 14,535 4,005 103,560 
Other consumerOther consumer190 — — — 190 
Total consumer loansTotal consumer loans$137,479 $31,734 $69,308 $197,183 $435,704 
U.S. commercialU.S. commercial$93,480 $195,157 $39,370 $2,505 $330,512 
Non-U.S. commercialNon-U.S. commercial42,570 50,514 21,754 1,053 115,891 
Commercial real estateCommercial real estate16,322 42,363 3,386 938 63,009 
Commercial lease financingCommercial lease financing1,349 8,676 3,865 935 14,825 
U.S. small business commercialU.S. small business commercial9,428 3,895 5,656 204 19,183 
Total commercial loansTotal commercial loans$163,149 $300,605 $74,031 $5,635 $543,420 
Total loans and leasesTotal loans and leases$300,628 $332,339 $143,339 $202,818 $979,124 
Amount due in one year or less at:Amount due after one year at:
Amount due in one year or less at:
Amount due in one year or less at:
Amount due in one year or less at:
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)Variable Interest RatesFixed Interest RatesVariable Interest RatesFixed Interest RatesTotalVariable Interest RatesFixed Interest RatesVariable Interest RatesFixed Interest RatesTotal
Residential mortgageResidential mortgage$18 $157 $80,967 $141,100 $222,242 
Home equityHome equity98 1,498 25,982 696 28,274 
Credit cardCredit card77,151 4,287 — — 81,438 
Direct/Indirect consumerDirect/Indirect consumer48,424 5,656 2,551 46,929 103,560 
Other consumerOther consumer— 190 — — 190 
Total consumer loansTotal consumer loans$125,691 $11,788 $109,500 $188,725 $435,704 
U.S. commercialU.S. commercial$84,398 $9,082 $190,978 $46,054 $330,512 
Non-U.S. commercialNon-U.S. commercial39,472 3,098 70,817 2,504 115,891 
Commercial real estateCommercial real estate15,673 649 44,626 2,061 63,009 
Commercial lease financingCommercial lease financing187 1,162 1,560 11,916 14,825 
U.S. small business commercialU.S. small business commercial5,150 4,278 98 9,657 19,183 
Total commercial loansTotal commercial loans$144,880 $18,269 $308,079 $72,192 $543,420 
Total loans and leasesTotal loans and leases$270,571 $30,057 $417,579 $260,917 $979,124 
(1)Includes loans accounted for under the fair value option.
Bank of America 7270


Allowance for Credit Losses
The allowance for credit losses decreased $6.8 billionincreased $329 million from December 31, 20202022 to $13.8$14.6 billion at December 31, 2021,2023, which included a $3.8$1.3 billion reserve increase related to the consumer portfolio and a $942 million reserve decrease related to the commercial portfolio. The increase in the allowance reflected a reserve build in our consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by a $3.1 billion reserve decrease relatedrelease in our commercial portfolio primarily driven by improved macroeconomic conditions applicable to the
commercial portfolio. The allowance also includes the impact of the accounting change to remove the recognition and measurement guidance on troubled debt restructurings, which reduced the allowance for credit losses by $243 million on January 1, 2023. For more information on this change in accounting guidance, see Note 1 – Summary of Significant Accounting Principles to the consumer portfolio. The decreases were primarily driven by improvements in the macroeconomic outlook and credit quality.Consolidated Financial Statements.
Table 4139 presents an allocation of the allowance for credit losses by product type at December 31, 20212023 and 2020.2022.
Table 41Allocation of the Allowance for Credit Losses by Product Type
Table 39
Table 39
Table 39
Amount
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
Amount
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)(Dollars in millions)December 31, 2021December 31, 2020(Dollars in millions)December 31, 2023December 31, 2022
Allowance for loan and lease lossesAllowance for loan and lease losses      Allowance for loan and lease losses    
Residential mortgageResidential mortgage$351 2.83 %0.16 %$459 2.44 %0.21 %Residential mortgage$339 2.54 2.54 %0.15 %$328 2.59 2.59 %0.14 %
Home equityHome equity206 1.66 0.74 399 2.12 1.16 
Credit cardCredit card5,907 47.70 7.25 8,420 44.79 10.70 
Direct/Indirect consumer
Direct/Indirect consumer
Direct/Indirect consumerDirect/Indirect consumer523 4.22 0.51 752 4.00 0.82 
Other consumerOther consumer46 0.37 n/m41 0.22 n/mOther consumer73 0.55 0.55 n/mn/m96 0.76 0.76 n/mn/m
Total consumerTotal consumer7,033 56.78 1.62 10,071 53.57 2.35 
U.S. commercial (2)
U.S. commercial (2)
3,019 24.37 0.87 5,043 26.82 1.55 
Non-U.S. commercialNon-U.S. commercial975 7.87 0.86 1,241 6.60 1.37 
Commercial real estateCommercial real estate1,292 10.43 2.05 2,285 12.15 3.79 
Commercial lease financingCommercial lease financing68 0.55 0.46 162 0.86 0.95 
Total commercialTotal commercial5,354 43.22 1.00 8,731 46.43 1.77 
Allowance for loan and lease lossesAllowance for loan and lease losses12,387 100.00 %1.28 18,802 100.00 %2.04 
Reserve for unfunded lending commitments
Reserve for unfunded lending commitments
Reserve for unfunded lending commitmentsReserve for unfunded lending commitments1,456 1,878  1,209 1,540 1,540   
Allowance for credit lossesAllowance for credit losses$13,843 $20,680 
(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.
(2)Includes allowance for loan and lease losses for U.S. small business commercial loans of $1.2$1.0 billion and $1.5 billion$844 million at December 31, 20212023 and 2020.2022.
n/m = not meaningful
Net charge-offs for 20212023 were $2.2$3.8 billion compared to $4.1$2.2 billion in 2020 driven by decreases across most products.2022 primarily due to late-stage delinquent credit card loans that were charged off. The provision for credit losses decreased $15.9increased $1.9 billion to a $4.6$4.4 billion benefit during 20212023 compared to 2020.2022. The allowanceprovision for credit losses had a reserve release of $6.8 billion for 2021, primarilyin 2023 was driven by improvements in theour consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by improved macroeconomic outlook and credit quality.conditions that primarily benefited our commercial portfolio. The provision for credit losses for the consumer portfolio, including unfunded lending commitments, decreased $6.1increased $2.5 billion to a benefit of $1.2$4.5 billion during 20212023 compared to 2020.2022. The provision for credit losses for the
commercial portfolio, including unfunded lending
commitments, decreased $9.8 billion$628 million to a $3.4 billion$133 million benefit for 20212023 compared to 2020.2022. The decline was due primarily to an improved macroeconomic outlook.
Table 4240 presents a rollforward of the allowance for credit losses, including certain loan and allowance ratios for 20212023 and 2020.2022. For more information on the Corporation’s credit loss accounting policies and activity related to the allowance for credit losses, see Note 1 – Summary of Significant Accounting Principlesand Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to the Consolidated Financial Statements.
7371 Bank of America


Table 42Allowance for Credit Losses
Table 40
Table 40
Table 40
(Dollars in millions)(Dollars in millions)20212020
(Dollars in millions)
(Dollars in millions)20232022
Allowance for loan and lease losses, December 31
January 1, 2023 adoption of credit loss standardJanuary 1, 2023 adoption of credit loss standard(243)n/a
Allowance for loan and lease losses, January 1Allowance for loan and lease losses, January 1$18,802 $12,358 
Loans and leases charged offLoans and leases charged off
Residential mortgage
Residential mortgage
Residential mortgageResidential mortgage(34)(40)
Home equityHome equity(44)(58)
Credit cardCredit card(2,411)(2,967)
Direct/Indirect consumerDirect/Indirect consumer(297)(372)
Other consumerOther consumer(292)(307)
Total consumer charge-offsTotal consumer charge-offs(3,078)(3,744)
U.S. commercial (1)
U.S. commercial (1)
(626)(1,163)
Non-U.S. commercialNon-U.S. commercial(47)(168)
Commercial real estateCommercial real estate(46)(275)
Commercial lease financingCommercial lease financing (69)
Total commercial charge-offsTotal commercial charge-offs(719)(1,675)
Total loans and leases charged offTotal loans and leases charged off(3,797)(5,419)
Recoveries of loans and leases previously charged offRecoveries of loans and leases previously charged off
Residential mortgage
Residential mortgage
Residential mortgageResidential mortgage62 70 
Home equityHome equity163 131 
Credit cardCredit card688 618 
Direct/Indirect consumerDirect/Indirect consumer296 250 
Other consumerOther consumer22 23 
Total consumer recoveriesTotal consumer recoveries1,231 1,092 
U.S. commercial (2)
U.S. commercial (2)
298 178 
Non-U.S. commercialNon-U.S. commercial12 13 
Commercial real estateCommercial real estate12 
Commercial lease financingCommercial lease financing1 10 
Total commercial recoveriesTotal commercial recoveries323 206 
Total recoveries of loans and leases previously charged offTotal recoveries of loans and leases previously charged off1,554 1,298 
Net charge-offsNet charge-offs(2,243)(4,121)
Provision for loan and lease lossesProvision for loan and lease losses(4,173)10,565 
Provision for loan and lease losses
Provision for loan and lease losses
OtherOther1 — 
Allowance for loan and lease losses, December 31
Allowance for loan and lease losses, December 3112,387 18,802 
Reserve for unfunded lending commitments, January 1
Reserve for unfunded lending commitments, January 1
Reserve for unfunded lending commitments, January 1Reserve for unfunded lending commitments, January 11,878 1,123 
Provision for unfunded lending commitmentsProvision for unfunded lending commitments(421)755 
OtherOther(1)— 
Reserve for unfunded lending commitments, December 31Reserve for unfunded lending commitments, December 311,456 1,878 
Allowance for credit losses, December 31Allowance for credit losses, December 31$13,843 $20,680 
Loan and allowance ratios (3) :
Loan and allowance ratios (3) :
Loan and allowance ratios (3) :
Loan and allowance ratios (3) :
Loans and leases outstanding at December 31
Loans and leases outstanding at December 31
Loans and leases outstanding at December 31Loans and leases outstanding at December 31$971,305 $921,180 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 31Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 311.28 %2.04 %Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 311.27 %1.22 %
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 31Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 311.62 2.35 
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 31Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 311.00 1.77 
Average loans and leases outstandingAverage loans and leases outstanding$913,354 $974,281 
Annualized net charge-offs as a percentage of average loans and leases outstanding0.25 %0.42 %
Net charge-offs as a percentage of average loans and leases outstandingNet charge-offs as a percentage of average loans and leases outstanding0.36 %0.21 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31271 380 
Ratio of the allowance for loan and lease losses at December 31 to net charge-offsRatio of the allowance for loan and lease losses at December 31 to net charge-offs5.52 4.56 
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (4)
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (4)
$7,027 $9,854 
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (4)
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (4)
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 (4)
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 (4)
117 %181 %
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 (4)
91 %149 %
(1)Includes U.S. small business commercial charge-offs of $425$360 million in 20212023 compared to $321$203 million in 2020.2022.
(2)Includes U.S. small business commercial recoveries of $74$41 million for 2021in 2023 compared to $54$49 million in 2020.2022.
(3)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.
(4)Primarily includes amounts related to credit card and unsecured consumer lending portfolios in Consumer Banking.
Bank of America 7472


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 79.77.
We have been affected, and may continue to be affected, by market stress resulting from the pandemic that began in the first quarter of 2020. For more information, see Part 1. Item 1A. Risk Factors – Coronavirus Disease on page 8.
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 ManagementGRM 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.
Model risk is the potential for adverse consequences from decisions based on incorrect or misused model outputs and reports. Given that models are used across the Corporation, model risk impacts all risk types including credit, market and operational risks. The Enterprise Model Risk Policy defines model risk standards, consistent with our Risk Framework and risk appetite, prevailing regulatory guidance and industry best practice. All models, including risk management, valuation and regulatory capital models, must meet certain validation criteria, including effective challenge of the conceptual soundness of the model, independent model testing and ongoing monitoring through outcomes analysis and benchmarking. The Enterprise Model Risk Committee, (EMRC), a subcommittee of the MRC, oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation.
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 80.79.
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
75 Bank of America


options, futures and swaps in the same or similar commodity product, as well as cash positions.

73 Bank of America


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 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 risks 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, which 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 49.47.
Global Risk ManagementGRM 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 4341 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.
Bank of America 76


In addition, Table 4341 presents ourthe VaR for the 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, marketMarket risk VaR for trading activities, as presented in Table 4341, differs from VaR used for regulatory capital calculations due to the holding period being used.
Bank of America 74


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 4341 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.
Table 4341 presents year-end, average, high and low daily trading VaR for 20212023 and 20202022 using a 99 percent confidence level. The amounts disclosed in Table 4341 and Table 4442 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 annual average of total covered positions and less liquid trading positions portfolio VaR decreased for 20212023 decreased compared to 20202022, primarily due to an increasethe roll off of March 2020 market volatility from the window of historical data used in diversification across asset classes.the calibration of the VaR model.
Table 43Market Risk VaR for Trading Activities
Table 41
Table 41
Table 41
2023
20212020
2023
2023
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)Year
End
Average
High (1)
Low (1)
Year
End
Average
High (1)
Low (1)
Foreign exchangeForeign exchange$11 $12 $21 $5 $$$25 $
Foreign exchange
Foreign exchange
Interest rate
Interest rate
Interest rateInterest rate54 40 80 16 30 19 39 
CreditCredit73 69 84 53 79 58 91 25 
Credit
Credit
Equity
Equity
EquityEquity21 24 35 19 20 24 162 12 
CommoditiesCommodities6 8 28 4 12 
Commodities
Commodities
Portfolio diversification
Portfolio diversification
Portfolio diversificationPortfolio diversification(114)(100)  (72)(61)— — 
Total covered positions portfolioTotal covered positions portfolio51 53 85 34 69 53 171 27 
Total covered positions portfolio
Total covered positions portfolio
Impact from less liquid exposures (2)
Impact from less liquid exposures (2)
Impact from less liquid exposures (2)
Impact from less liquid exposures (2)
8 20   52 27 — — 
Total covered positions and less liquid trading positions portfolioTotal covered positions and less liquid trading positions portfolio59 73 125 46 121 80 169 30 
Total covered positions and less liquid trading positions portfolio
Total covered positions and less liquid trading positions portfolio
Fair value option loans
Fair value option loans
Fair value option loansFair value option loans51 50 65 31 52 52 84 
Fair value option hedgesFair value option hedges15 16 20 11 11 13 17 
Fair value option hedges
Fair value option hedges
Fair value option portfolio diversification
Fair value option portfolio diversification
Fair value option portfolio diversificationFair value option portfolio diversification(27)(32)  (17)(24)— — 
Total fair value option portfolioTotal fair value option portfolio39 34 53 23 46 41 86 
Total fair value option portfolio
Total fair value option portfolio
Portfolio diversification
Portfolio diversification
Portfolio diversificationPortfolio diversification(24)(10)  (4)(15)— — 
Total market-based portfolioTotal market-based portfolio$74 $97 169 54 $163 $106 171 32 
Total market-based portfolio
Total market-based portfolio
(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.
(2)Impact is net of diversification effects between the covered positions and less liquid trading positions portfolios.
n/a = not applicable
The following graph below presents the daily covered positions and less liquid trading positions portfolio VaR for 2021,2023, corresponding to the data in Table 43.41.
Updated Chart for 10K - Final (002).jpg

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Additional VaR statistics produced within our single VaR model are provided in Table 4442 at the same level of detail as in Table 43.41. 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 4442 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 20212023 and 2020.
2022.
Table 44Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
Table 42
Table 42
Table 42Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
December 31, 2023
20212020
December 31, 2023
December 31, 2023December 31, 2022
(Dollars in millions)(Dollars in millions)99 percent95 percent99 percent95 percent(Dollars in millions)99 percent95 percent99 percent95 percent
Foreign exchangeForeign exchange$12 $8 $$
Interest rateInterest rate40 20 19 
CreditCredit69 21 58 18 
EquityEquity24 12 24 13 
CommoditiesCommodities8 4 
Portfolio diversificationPortfolio diversification(100)(39)(61)(26)
Total covered positions portfolioTotal covered positions portfolio53 26 53 21 
Impact from less liquid exposuresImpact from less liquid exposures20 2 27 
Total covered positions and less liquid trading positions portfolioTotal covered positions and less liquid trading positions portfolio73 28 80 23 
Fair value option loansFair value option loans50 12 52 13 
Fair value option hedgesFair value option hedges16 9 13 
Fair value option portfolio diversificationFair value option portfolio diversification(32)(9)(24)(8)
Total fair value option portfolioTotal fair value option portfolio34 12 41 12 
Portfolio diversificationPortfolio diversification(10)(7)(15)(6)
Total market-based portfolioTotal market-based portfolio$97 $33 $106 $29 
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 ensurehelp confirm 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 intra-day 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 2021,2023, there were twono days where this subset of trading revenue had losses that exceeded 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. 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 20212023 and 2020.2022. During 2021,2023, positive trading-related revenue was recorded for 97100 percent of the trading days, of which 8093 percent were daily trading gains of over $25 million. This compares to 2022 where positive trading-related revenue was recorded for 99 percent of the trading days, of which 90 percent were daily trading gains of over $25 million, and the largest loss was $45$9 million. This compares to 2020 where positive trading-related revenue was recorded for 98 percent of the trading days, of which 87 percent were daily trading gains of over $25 million, and the largest loss was $90 million.
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Histogram 2023 10K.jpg
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 46.44.
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 -andand the future direction of interest rate movements as implied by the market-based forward curve.curves.
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 banking book 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 4543 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 20212023 and 2020.
2022.
Table 43Forward Rates
December 31, 2023
 Federal
Funds

SOFR (1)
10-Year
SOFR (1)
Spot rates5.50 %5.38 %3.47 %
12-month forward rates3.89 3.93 3.32 
December 31, 2022
Federal
Funds
Three-month
LIBOR
10-Year
Swap
Spot rates4.50 %4.77 %3.84 %
12-month forward rates4.75 4.78 3.62 
Table 45Forward Rates
December 31, 2021
 Federal
Funds
Three-month
LIBOR
10-Year
Swap
Spot rates0.25 %0.21 %1.58 %
12-month forward rates1.00 1.07 1.84 
December 31, 2020
Spot rates0.25 %0.24 %0.93 %
12-month forward rates0.25 0.19 1.06 
(1) The Corporation uses SOFR in its baseline forecast as one of the primary alternative reference rates used as a result of the cessation of LIBOR in 2023.
Table 4644 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 20212023 and 2020
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2022 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. The interest rate scenarios also assume U.S. dollar interest rates are floored at zero.
During 2021,2023, the overall decrease in asset sensitivity of our balance sheet to Up-ratehigher and Down-ratelower rate scenarios was primarily due to changes in deposit product mix and ALM activity and an increase in long-end rates.portfolio activity. We continue to be asset sensitive to a parallel upward move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates negatively impact the fair value of debt securities and, accordingly, forour debt securities classified as AFS, mayavailable for sale and 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 iswould be reduced over time by offsetting positive impacts to net interest income.income generated from the banking book activities. For more information on Basel 3, see Capital Management – Regulatory Capital on page 50.48.
Table 46Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
Table 44
Table 44
Table 44Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
Short
Rate (bps)
Long
Rate (bps)
December 31
Short
Rate (bps)
Short
Rate (bps)
Short
Rate (bps)
December 31
December 31
December 31
(Dollars in millions)(Dollars in millions)Short
Rate (bps)
Long
Rate (bps)
20212020(Dollars in millions)20232022
Parallel ShiftsParallel Shifts
Parallel Shifts
Parallel Shifts
+100 bps
instantaneous shift
+100 bps
instantaneous shift
+100+100$6,542 $10,468 
-25 bps
instantaneous shift
-25 -25 (2,092)(2,766)
+100 bps
instantaneous shift
+100 bps
instantaneous shift
-100 bps
instantaneous shift
-100 bps
instantaneous shift
-100 bps
instantaneous shift
FlattenersFlatteners  
Short-end
instantaneous change
Short-end
instantaneous change
+100— 4,982 6,321 
Short-end
instantaneous change
Short-end
instantaneous change
Long-end
instantaneous change
Long-end
instantaneous change
Long-end
instantaneous change
Long-end
instantaneous change
— -25 (735)(1,686)
SteepenersSteepeners  
Short-end
instantaneous change
Short-end
instantaneous change
Short-end
instantaneous change
Short-end
instantaneous change
-25 — (1,344)(1,084)
Long-end
instantaneous change
Long-end
instantaneous change
— +1001,646 4,333 
The sensitivity analysis in Table 4644 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 depositsdeposit 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 4644 assumes no change in
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deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, the increase in net interest income would be impacted by any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding deposits or market-based funding, would reduceas our benefit in those scenarios would be reduced. Conversely, in lower-rate scenarios, any customer activity that results in the replacement of higher yielding deposits or market-based funding with low-cost or noninterest-bearing deposits would reduce our exposure in those scenarios.
For interest rate scenarios larger than 100 bps shifts, it is expected that the interest rate sensitivity will illustrate non-linear behaviors as there are numerous estimates and
assumptions, which require a high degree of judgment and are often interrelated, that could impact the outcome. Pertaining to the mortgage-backed securities and residential mortgage portfolio, if long-end interest rates were to significantly decrease over the next twelve months, for example over 200 bps, there would generally be an increase in customer prepayment behaviors with an incremental reduction to net interest income, noting that the extent of changes in customer prepayment activity can be impacted by multiple factors and is not necessarily limited to long-end interest rates. Conversely, if long-end interest rates were to significantly increase over the next twelve months, for example, over 200 bps, customer prepayments would likely modestly decrease and result in an incremental increase to net interest income. In addition, deposit pricing will have non-linear impacts to larger short-end rate movements. In decreasing interest rate scenarios, and particularly where interest rates have decreased to small amounts, the ability to further reduce rates paid is reduced as customer rates near zero. In higher short-end rate scenarios, deposit pricing will likely increase at a faster rate, leading to incremental interest expense and reducing asset sensitivity. While the impact related to the above assumptions used in the asset sensitivity analysis can provide directional analysis on how net interest income will be impacted in changing environments, the ultimate impact is dependent upon the interrelationship of the assumptions and factors, which vary in different macroeconomic scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
We use interest rate and foreign exchange derivative contracts in our ALM activities to manage our interest rate and foreign exchange risks. Specifically, we use those derivatives to manage both the variability in cash flows and changes in fair value of various assets and liabilities arising from those risks. Our interest rate derivative contracts are generally non-leveraged swaps tied to various benchmark interest rates and foreign exchange basis swaps, options, futures and forwards, and our foreign exchange contracts include cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options.
The derivatives used in our ALM activities can be split into two broad categories: designated accounting hedges and other risk management derivatives. Designated accounting hedges are primarily used to manage our exposure to interest rates as described in the Interest Rate Risk Management for the Banking Book section and are included in the sensitivities presented in Table 46.44. The Corporation also uses foreign currency derivatives in accounting hedges to manage substantially all of the foreign exchange risk of our foreign operations. By hedging the foreign exchange risk of our foreign operations, the Corporation's market risk exposure in this area is insignificant.not significant.
Risk management derivatives are predominantly used to hedge foreign exchange risks related to various foreign currency-denominated assets and liabilities and eliminate substantially all foreign currency exposures in the cash flows of the Corporation’s non-trading foreign currency-denominated financial instruments. These foreign exchange derivatives are sensitive to other market risk exposures such as cross-currency basis spreads and interest rate risk. However, as these features are not a significant component of these foreign exchange derivatives, the market risk related to this exposure is insignificant.not significant. For more information on the accounting for derivatives, see Note 3 – Derivatives to the Consolidated Financial Statements.
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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 LHFSloans held-for-sale 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 hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contracts and securities.
During 2021, 20202023, 2022, and 2019,2021 we recorded gains of $39$127 million, $321$78 million and $291$39 million. 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). We are subject to comprehensive regulation under federal and state laws, rules and regulations in the U.S. and the laws of the various jurisdictions in which we operate, including those related to financial crimes and anti-money laundering, market conduct, trading activities, fair lending, privacy, data protection and unfair, deceptive or abusive acts or practices.
Operational risk is the risk of loss resulting from inadequate or failed processes or systems, people or external events, and includes legal risk. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. The Corporation faces a number of key operational risks including third-party risk, model risk, conduct risk, technology risk, information security risk and data risk. Operational risk can result in financial losses and reputational impacts and is a component in the calculation of total RWA used in the Basel 3 capital calculation. For more information on Basel 3 calculations, see Capital Management on page 49.47.
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 third-party dependencies and 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. Collectively, these efforts are important to strengthen their compliance and operational resiliency, which is the ability to deliver critical operations through disruption.

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Global Compliance and Operational Risk teams independently assess compliance and operational risk, monitor business activities and processes and 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 GRM, works with Global Compliance and Operational Risk, the FLUs and control functions in the identification of testing needs and test design, and is accountable for test execution, reporting and analysis of results. Corporate Audit provides an independent assessment and validation through testing of key compliance and operational risk processes and controls across the Corporation.
The Corporation's Global Compliance Enterprise Policy and Operational Risk Management – Enterprise Policy set the requirements for reporting compliance and operational risk information to executive management as well as the Board or appropriate Board-level committees and reflect Global Compliance and Operational Risk’s responsibilities for conducting independent oversight of the Corporation’s compliance and operational risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC, and operational risk through its ERC.
ACybersecurity
Risk Management and Strategy
Cybersecurity is a key operational risk facing the Corporation. We, our employees, customers, regulators and third parties are ongoing targets of an increasing number of cybersecurity threats and cyberattacks and, accordingly, the Corporation isdevotes considerable resources to the establishment and maintenance of processes for assessing, identifying and managing cybersecurity risk through its global workforce and 24/7 cyber operations centers around the world. The Corporation takes a cross-functional approach to addressing cybersecurity risk, with our Global Technology, Global Risk Management, Legal and Corporate Audit functions playing key roles. In addition, the Corporation’s processes related to cybersecurity risk are an element of and integrated with the Corporation’s comprehensive risk program, including our risk framework. For more information security, which includes cybersecurity.on the Corporation’s Cybersecurity risk, represents, among other things, exposuresee Item 1A. Risk Factors – Business Operations beginning on page 14. For more information on our approach to failures or interruptionsrisk management, including our risk management governance framework, see Managing Risk on page 44.
As part of service or breaches of security, including as a result of malicious technological attacks, that impact the confidentiality, availability or integrity of our or third parties' operations, systems or data. The Corporation seeks to mitigate information securityCorporation’s overall risk and associated reputational and compliance risk by employing a multi-layered and intelligence-ledmanagement program, the Corporation’s Global Information Security Program, which is focused on preparing for, preventing, detecting, mitigating, responding to and recovering from cyber threats and incidents and ensuring the Corporation’s processes operate effectively and mitigate the aforementioned risks.
The Global Information Security(GIS) Program is supported by three lines of defense. The Global Information Security Team withinAs the first line of defense, the GIS team is responsible for the day-to-day management of the Global Information SecurityGIS Program, which includes defining policies and procedures designed to safeguard the Corporation’s information systems and data, conducting vulnerabilitythe information those systems collect, process, maintain, use, share, disseminate and third-party information security assessments, information security event management (e.g., responding to ransomware and distributed denial of service attacks), evaluation of external cyber intelligence, supporting industry cybersecurity efforts and working with governmental agencies, as well as developing employee training to support adherence to the Corporation’s policies and procedures.dispose of. As the second line of defense, Global Compliance and Operational Risk independently assesses, monitors and tests information securitycybersecurity risk across the Corporation, as well as the effectiveness of the Global Information SecurityGIS Program. Corporate Audit serves asAs the third line of defense, conductingCorporate Audit conducts additional independent review and validation of the first linefirst-line and second-line processes and functions.
The Corporation seeks to mitigate cybersecurity risk and associated legal, financial, reputational, operational and/or regulatory risks by employing a multi-faceted GIS Program,
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through various policies, procedures and playbooks, that are focused on governing, preparing for, identifying, preventing, detecting, mitigating, responding to and recovering from cybersecurity threats and cybersecurity incidents suffered by the Corporation and its third-party service providers, as well as effectively operating the Corporation’s processes. Our business continuity policy, standards and procedures are designed to maintain the availability of business functions and enable impacted units within the Corporation and its third-party service providers to achieve strategic objectives in the event of a cybersecurity incident. In accordance with the Corporation’s cyber incident response framework, GIS, including its incident response team, tracks, documents, responds to and analyzes cybersecurity threats and cybersecurity incidents, including those experienced by the Corporation’s third-party service providers that may impact the Corporation. Additionally, the Corporation has a process for assembling multi-stakeholder executive response teams to monitor and coordinate cross-functional responses to certain cybersecurity incidents.
As part of the GIS Program, the Corporation leverages both internal and external assessments and partnerships with industry leaders. The Corporation engages third-party assessors, consultants, auditors and other third-party professionals to evaluate and test its cybersecurity program and provide guidance on operating and improving the GIS Program, including the design and operational effectiveness of the security and resiliency of our information systems.
The Corporation focuses on and has processes to oversee cybersecurity risk associated with its third-party service providers. As part of its cybersecurity risk management processes, the Corporation maintains an enterprise-wide program that defines standards for the planning, sourcing, management, and oversight of third-party relationships and third-party access to its information system, facilities, and/or confidential or proprietary data. The Corporation has established security requirements applicable to third-party service providers, and where permitted by contract, cybersecurity diligence is conducted to assess the alignment of third-party service providers’ cybersecurity programs with the Corporation’s cybersecurity requirements.
While we and our third parties have experienced cybersecurity incidents, as well as adverse impacts from such incidents, we have not experienced material losses or other material consequences relating to cybersecurity incidents experienced by us or our third parties. However, we expect to continue to experience cybersecurity incidents resulting in adverse impacts with increased frequency and severity due to the evolving threat environment, and there can be no assurance that future cybersecurity incidents, including incidents experienced by our third parties, will not have a material adverse impact on the Corporation, including its business strategy, results of operations and/or financial condition.
Governance
Through established governance structures, we havethe Corporation has policies, processes and practices to help facilitate appropriate and effective oversight of information securitycybersecurity risk. These routines enable ourIn accordance with these policies, processes and practices, the Corporation’s three lines of defense, and management, strive to debate information security risksprepare for, identify, prevent, detect, mitigate, respond to and recover from cybersecurity threats and incidents, monitor control performance, to allow for further escalationand escalate to executive management, management and Board-levelthe committees of the Corporation’s Board and/or to the Board, as appropriate. Additionally, GIS reports cybersecurity incidents that meet certain criteria to the Legal Department for further escalation and evaluation for materiality
and potential disclosure, which includes the consideration of relevant quantitative and qualitative factors.
The Board is actively engaged in the oversight of Bankthe GIS Program and devotes considerable time and attention to the oversight and mitigation of America’s Globalcybersecurity risk. The Board, which includes members with technology and cybersecurity experience, oversees management’s approach to staffing, policies, processes and practices to address cybersecurity risk. The Board and its ERC, which is responsible for reviewing cybersecurity risk, each receive regular presentations, memoranda and reports throughout the year from our Chief Technology and Information Officer (CTIO) and our Chief Information Security Officer (CISO) on internal and external cybersecurity developments, threats and risks. On a quarterly basis, GIS sends the Board a memorandum highlighting relevant cybersecurity developments and a document detailing the performance metrics for the GIS Program.
The Board receives prompt and timely information from management on cybersecurity incidents, including cybersecurity incidents experienced by the Corporation’s third-party service providers, that may pose significant risk to the Corporation, and continues to receive regular reports on any such incidents until their conclusion. Additionally, the Board receives quarterly reports on the performance of the Corporation’s cybersecurity risk appetite metrics, including metrics on vulnerabilities and third-party cybersecurity risks and incidents and is notified promptly if a Board-level cybersecurity risk limit is breached.
Our ERC also annually reviews and approves our GIS Program and our Information Security Policy, which establish administrative, technical, and physical safeguards designed to protect the security, confidentiality and integrity of customer records and information in accordance with the Gramm-Leach-Bliley Act and the interagency guidelines issued thereunder, and applicable laws globally.
Under the Board’s oversight, management works closely with key stakeholders, including regulators, government agencies, law enforcement, peer institutions and industry groups, and develops and invests in talent and innovative technology in order to better manage cybersecurity risk.
Our most senior cybersecurity employees are the CTIO and CISO, who are primarily throughresponsible for managing and assessing cybersecurity risk. The CISO oversees a team of more than 3,000 information security professionals spanning the ERC.globe. The CISO and the GIS senior leadership team of ten individuals have deep cybersecurity expertise, with over 100 years of collective experience working in the cybersecurity field, both at the Corporation and other companies in various industries. Additionally, certain members of the GIS leadership team hold leadership roles in sector-specific information and infrastructure security organizations, including the Financial Services Information Sharing and Analysis Center and the Financial Services Sector Coordinating Council. Employees across the Corporation also play a role in protecting the Corporation from cybersecurity threats and receive periodic training and education on cybersecurity-related topics.
Reputational Risk Management
Reputational risk is the risk that negative perception of the Corporation may adversely impact 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, liquidity, market (price and interest rate) and credit risks.
The Corporation manages reputational risk through established policies and controls embedded throughout its
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business and risk management processes. We proactively monitor and identify potential reputational risk events and have processes established to mitigate reputational risks in a timely manner. 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, and implementing external communication strategies to mitigate the risk, and informing key stakeholders of potential reputational risks.risk. The Corporation’s organization and governance structure provides oversight of reputational risks. Reputational risk reporting is provided regularly and directly to senior management and the ERC, which provides primary oversight of reputational risk. In addition, each FLU has a committee, which includes representatives from Legal and Risk, that is responsible for the oversight of reputational risk, including approval for business activities that present elevated levels of reputational risks.
Climate Risk
Climate Risk Management
Climate risk is the risk that climate change or actions taken to mitigate climate change expose the Corporation to economic, operational or reputational harm. Climate-related risks are divided into two major categories:categories, both of which span across the seven key risk types discussed in Managing Risk on page 44: (1) risks related to the transition to a low-carbon economy, which may entail extensive policy, legal, technology and market changes, and (2)Physical Risk: risks related to the physical impacts of climate change, driven by extreme weather events such as hurricanes and floods, as well as chronic longer-term shifts such as rising average global temperatures and sea-level rise. These changessea levels, and (2) Transition Risk: risks related to the transition to a low-carbon economy, which may entail extensive policy, legal, technology and market changes.
Physical risks of climate change, such as more frequent and severe extreme weather events, can have broad impacts on operations, supply chains, distribution networks, customers and markets and are otherwise referred to, respectively, as transition risk and physical risk. Theseincrease the Corporation’s risks, can impact both financial and nonfinancial risk types. The impacts of transition risk can lead to and amplify credit risk or market risk by reducing our customers’ operating income or the value of their assets as well as expose us to reputational and/or litigation risk due to increased regulatory scrutiny or negative public sentiment. Physical risk can lead to increasedincluding credit risk by diminishing borrowers’ repayment capacity or collateral values, and operational risk by negatively impacting the value of collateral. In addition, it could pose increased operational risk to ourCorporation’s facilities, and people.

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Effective managementemployees, or vendors. Transition risks of climate change may amplify credit risks through the financial impacts of changes in policy, technology or the market on the Corporation or our counterparties. Unanticipated market changes can lead to sudden price adjustments and give rise to heightened market risk. Reputational risk requires coordinated governance, clearly defined roles and responsibilities and well-developed processescan arise if we do not meet our climate-related commitments and/or goals, or are perceived to identify, measure, monitor and control risks. We continuebe inadequately responsive to build out and enhance our climate risk management capabilities. Aschange or otherwise.
Our approach to managing climate risk is interconnectedconsistent with all key risk types, we have developed and continue to enhance processes to embed climate risk considerations into our Risk Framework and risk management programs established for strategic, credit, market, liquidity, compliance, operationalgovernance structure, from senior management to our Board and reputational risks. Our Environmentalits committees, including the ERC and Social Risk Policy Framework (ESRPF) aligns with our Risk Framework and provides additional clarity and transparency regarding our approach to environmental and social risks, inclusive of climate risk.
Our governance framework establishes oversight of climate risk practices and strategies by the Board, supported by its Corporate Governance, ESG and Sustainability Committee (CGESC) of the Board, which regularly discuss climate-related topics. The ERC oversees climate risk as set forth in our Risk Framework and ERC, as well asRisk Appetite Statement. The CGESC is responsible for overseeing the MRCCorporation’s environmental and social sustainability-related activities and practices, and regularly reviews the Global ESG Committee, bothCorporation’s climate-related work and policies. The Climate Risk Council consists of which are management-level committees comprised of senior leaders across every majorrisk, FLU and control function.functions, and meets routinely to discuss our approach to managing climate-related risks.
Our climate risk management efforts are overseen by the Global Climate Risk Executivean officer who reports to the CRO. The GlobalCorporation has a Climate and Environmental Risk Executive chairsManagement function that is responsible for overseeing climate risk management. They are
responsible for establishing the Climate Risk Steering Council,Framework and governance structure, and providing independent assessment and challenge of enterprise-wide climate risks.
Based on the Corporation’s Risk Framework, in 2023 we created our internal Climate Risk Framework, which meets monthlyaddresses how the Corporation identifies, measures, monitors and shapescontrols climate risk by enhancing existing risk management processes and also includes examples of how it manifests across the seven risk types. It details the roles and responsibilities for climate risk management across our approachthree lines of defense as noted above.
For more information on our governance framework, see Managing Risk on page 44. For more information on climate risk, see Item 1A. Risk Factors on page 8.
Climate-related Goals and Targets
In 2021, the Corporation committed to managing climate-related risks in line with our Risk Framework.
As outlined in our ESRPF, we are focused on supporting and financing areas critical to the transition to a low-carbon economy. Accordingly, we have a goal, publicly announced in early 2021, to achieveachieving net zero greenhouse gas emissions before 2050 in our financing activities, operations and supply chain before 2050 (Net Zero Goal). More broadly, achievinggoal), and in 2022, we released our Approach to ZeroTM, a framework for how we plan to achieve our Net Zero goal. In line with this approach, we have set interim 2030 targets across our financing activities (2030 Financing Activity Emissions Targets), operations and supply chain, all of which are further supported and complemented by our $1.5 trillion sustainable finance goal will(which is aligned with the 17 UN Sustainable Development Goals) of which $1 trillion is dedicated to supporting the transition toward a low-carbon economy, including capital mobilized across clean energy sectors and tailored financial solutions for emerging areas of the low-carbon economy. In particular, we announced 2030 Financing Activity Emissions Targets for auto manufacturing, aviation, cement, energy, and power generation sectors and expect to continue to set targets for other sectors that are significant contributors to global greenhouse gas emissions and therefore prioritized by us.
Achieving our climate--related goals and targets, including our Net Zero goal and 2030 Financing Activity Emissions Targets, may require technological advances, clearly defined roadmaps for industry sectors, public policies, and better emissions data reporting, new standards and public policies, including those that improve the cost of capital for the transition to a low-carbon economy, as well as ongoing, strong and active engagement with clients,customers, suppliers, investors, government officials and other stakeholders.
Our progress towards achieving Given the extended period of these and other climate-related goals we have established, our Net Zero Goal is basedinitiatives have not resulted in a significant effect on establishingour results of operations or financial position in the baseline for emissions associated with our financing activities often referred to as financed emissions. Currently, we are using the Partnership for Carbon Accounting Financials methodology to assess our financed emissions. Additionally, given the urgency required to address climate change, we helped to launch the Net Zero Banking Alliance (NZBA) in April 2021, which outlines guidelines for banks to achieve net zero greenhouse gas emissions including requirements for setting interim targets. As a member of NZBA, the Corporation and more than 100 other financial institution members representing more than 40 percent of the world’s banking assets, have committed to set emission reduction targets for 2030. We plan to begin disclosure of financed emissions by 2023, and set 2030 targets for the significant majority of emissions in our portfolio.
In 2021, we also announced a goal to deploy $1 trillion by 2030 to accelerate the transition to a low-carbon, sustainable economy by providing lending, capital raising, advisory and investment services, and by developing other client-driven financial solutions. This commitment anchors a broader $1.5
trillion sustainable finance goal to support both environmental transition and social inclusive development, which spans business activities across the globe. These goals are intended to help drive business opportunities and enhance risk management related to the transition to a low-carbon economy.relevant periods presented herein.
For more information about climate risk, see the Bank of America website. For more information abouton climate-related matters and the Corporation’s climate-related goals and commitments, including emissions associated with our operationsplans to achieve its Net Zero goal and supply chain2030 Financing Activity Emissions Targets and progress on ourits sustainable finance goals, see the Corporation’s 2021 Annual Report to shareholders that will be availablewebsite, including its 2023 Task Force on the Investor Relations portion of our website in March 2022.Climate-related Financial Disclosures (TCFD) Report. The contents of the Corporation’s website, and 2021 Annualincluding the 2023 TCFD Report to shareholders areis not incorporated by reference into this Annual Report on Form 10-K.
The foregoing discussion and our discussionthe statements on the Corporations’ website, including in the 2021 Annual2023 TCFD Report to shareholders regarding ourits goals and commitments with respect to climate risk management, includingsuch as environmental transition considerations, includecontain “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. 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
81 Bank of America


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.
Complex Accounting Estimates
Our significant accounting principles, as described inNote 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. 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.

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Allowance for Credit Losses
The allowance for credit losses includes the allowance for loan and lease losses and the reserve for unfunded lending commitments. Our process for determining the allowance for credit losses is discussed in Note 1 – Summary of Significant Accounting Principles and Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to the Consolidated Financial Statements.
The determination of the allowance for credit losses is based on numerous estimates and assumptions, which require a high degree of judgment and are often interrelated. A critical judgment in the process is the weighting of our forward-looking macroeconomic scenarios that are incorporated into our quantitative models. As any one economic outlook is inherently uncertain, the Corporation uses multiple macroeconomic scenarios in its expected credit losses (ECL)ECL calculation, which have included a baseline
scenario which is derived from consensus estimates, an adverse scenario reflecting an extended moderate recession, a downside scenarios,scenario reflecting persistent inflation and interest rates above the baseline scenario, a tail risk scenario similar to the severely adverse scenario used in stress testing and an upside scenario. Beginning in 2020, the scenarios incorporatedscenario that considers the potential impacts offor improvement above the pandemic and, beginningbaseline scenario. The overall economic outlook is weighted towards a recessionary environment in the second quarter in 2021, an additional scenario was added to account for inflationary riskfirst half of 2024, with lower gross domestic product (GDP) growth and higher interest rates.unemployment rate expectations as compared to what we experienced in the prior year. Generally, as the consensus estimates improve or deteriorate, the allowance for credit losses will change in a similar direction.
There are multiple variables that drive the macroeconomic scenarios with the key variables including, but not limited to, U.S. gross domestic product (GDP)GDP and unemployment rates. As of December 31, 2020,2022, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 6.65.6 percent, 5.55.0 percent and 5.04.5 percent in the fourth quarters of 2021, 20222023, 2024 and 2023,2025, respectively, and the weighted macroeconomic outlook for U.S. GDP was forecasted to grow at 2.5 percent, 2.4contract 0.4 percent and 2.1grow 1.2 percent and 1.9 percent year-over-year in the fourth quarters of 2021, 20222023, 2024 and 2023,2025, respectively. As of December 31, 20212023, the latest consensus estimates for the U.S. average unemployment rate for the fourth quarter of 20212023 was 4.43.9 percent and U.S. GDP was forecasted to grow 5.22.6 percent year-over-year in the fourth quarter of 2021, both of which were meaningfully better than2023, reflecting a tighter labor market and healthy growth compared to our macroeconomic outlook as of December 31, 20202022, and were factored into our December 31, 2021 allowance for credit losses estimate.estimate as of December 31, 2023. In addition, as of December 31, 2021,2023, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 5.2 percent and 4.74.9 percent in the fourth quarters of 2022both 2024 and 2023,2025, and the weighted macroeconomic outlook for U.S. GDP was forecasted to grow 2.10.3 percent and 1.91.4 percent year-over-year in the fourth quarters of 20222024 and 2023.2025.
In addition to the above judgments and estimates, the allowance for credit losses can also be impacted by unanticipated changes in asset quality of the portfolio, such as increases or decreases in credit and/or internal risk ratings in our commercial portfolio, improvement or deterioration in borrower delinquencies or credit scores in our credit card portfolio and increases or decreases in home prices, which is a primary driver of LTVs, in our consumer real estate portfolio, all
of which have some degree of uncertainty. As the macroeconomic outlook improved in 2021, along with improvements in asset quality, theThe allowance for credit losses decreasedincreased to $13.8$14.6 billion from $20.7$14.2 billion at December 31, 2020.2022, primarily due to a reserve build in our
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consumer portfolio driven by credit card loan growth and asset quality, partially offset by a reserve release in our commercial portfolio primarily driven by improved macroeconomic conditions applicable to the commercial portfolio.
To provide an illustration of the sensitivity of the macroeconomic scenarios and other assumptions on the estimate of our allowance for credit losses, the Corporation compared the December 31, 20212023 modeled ECL from the baseline scenario and our downsideadverse scenario. Relative to the baseline scenario, the downsideadverse scenario assumed a peak U.S. unemployment rate of approximately threeover two percentage points higher than the consensus outlook,baseline scenario, a decline in U.S. GDP followed by a prolonged recovery and a lower home price outlook with a difference of 14approximately 16 percent at the trough. This sensitivity analysis resulted in a hypothetical increase in the allowance for credit losses of approximately $5$3.8 billion.
While the sensitivity analysis may be useful to understand how changes in macroeconomic assumptions could impact our modeled ECLs, it is not meant to forecast how our allowance for credit losses is expected to change in a different macroeconomic outlook. Importantly, the analysis does not incorporate a variety of factors, including qualitative reserves and the weighting of alternate scenarios, which could have offsetting effects on the estimate. Considering the variety of factors contemplated when developing and weighting macroeconomic outlooks such as recent economic events, leading economic indicators, views of internal and third-party economists and industry trends, in addition to other qualitative factors, the Corporation believes the allowance for credit losses at December 31, 20212023 is appropriate.
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
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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 more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Optionto 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
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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 2021, 20202023, 2022 and 2019,2021, see Note 20 – Fair Value Measurementsto 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.
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 1817 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 7 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
The Corporation tests its goodwill for impairment on June 30 of each year or more frequently if events or circumstances indicate a potential impairment. We completed our annual goodwill impairment test as of June 30, 20212023, by usingperforming a qualitativequantitative assessment to determine whether it was more likely than not thatcompare the fair value of each reporting unit was less thanto its respective carrying value. Factors considered in the qualitative assessment included, 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.value as measured by allocated equity. Based on our qualitative assessment, we have concluded that itgoodwill was not “more likely than not”impaired.
The Corporation chose to perform the quantitative assessment as compared to a qualitative assessment that was performed in the prior year due to the level of interest rates and other market conditions existing at June 30, 2023. The quantitative assessment used a combination of an income approach (which utilizes the present value of cash flows to estimate fair value) and a market multiplier approach (which utilizes observable market prices and metrics of peer companies to estimate fair value). The main assumptions used in the income approach are the Corporation’s three-year internal forecasts along with long-term terminal growth values. The main assumptions used in the market multiplier approach are primarily enterprise value and equity multiples from comparable publicly traded companies in industries similar to the reporting units fair values were less than their carrying values.unit.
Certain Contingent Liabilities
For more information on the complex judgments associated with certain contingent liabilities, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
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Non-GAAP Reconciliations
Tables 4745 and 4846 provide reconciliations of certain non-GAAP financial measures to GAAP financial measures.
Table 47
Annual Reconciliations to GAAP Financial Measures (1)
Table 45
Table 45
Table 45
(Dollars in millions, shares in thousands)
(Dollars in millions, shares in thousands)
(Dollars in millions, shares in thousands)(Dollars in millions, shares in thousands)202120202019
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equityReconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity   
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity
Shareholders’ equity
Shareholders’ equity
Shareholders’ equityShareholders’ equity$273,757 $267,309 $267,889 
GoodwillGoodwill(69,005)(68,951)(68,951)
Goodwill
Goodwill
Intangible assets (excluding MSRs)
Intangible assets (excluding MSRs)
Intangible assets (excluding MSRs)Intangible assets (excluding MSRs)(2,177)(1,862)(1,721)
Related deferred tax liabilitiesRelated deferred tax liabilities916 821 773 
Related deferred tax liabilities
Related deferred tax liabilities
Tangible shareholders’ equity
Tangible shareholders’ equity
Tangible shareholders’ equityTangible shareholders’ equity$203,491 $197,317 $197,990 
Preferred stockPreferred stock(23,970)(23,624)(23,036)
Preferred stock
Preferred stock
Tangible common shareholders’ equity
Tangible common shareholders’ equity
Tangible common shareholders’ equityTangible common shareholders’ equity$179,521 $173,693 $174,954 
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equityReconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equity  
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equity
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equity
Shareholders’ equity
Shareholders’ equity
Shareholders’ equityShareholders’ equity$270,066 $272,924 $264,810 
GoodwillGoodwill(69,022)(68,951)(68,951)
Goodwill
Goodwill
Intangible assets (excluding MSRs)
Intangible assets (excluding MSRs)
Intangible assets (excluding MSRs)Intangible assets (excluding MSRs)(2,153)(2,151)(1,661)
Related deferred tax liabilitiesRelated deferred tax liabilities929 920 713 
Related deferred tax liabilities
Related deferred tax liabilities
Tangible shareholders’ equity
Tangible shareholders’ equity
Tangible shareholders’ equityTangible shareholders’ equity$199,820 $202,742 $194,911 
Preferred stockPreferred stock(24,708)(24,510)(23,401)
Preferred stock
Preferred stock
Tangible common shareholders’ equity
Tangible common shareholders’ equity
Tangible common shareholders’ equityTangible common shareholders’ equity$175,112 $178,232 $171,510 
Reconciliation of year-end assets to year-end tangible assetsReconciliation of year-end assets to year-end tangible assets  
Reconciliation of year-end assets to year-end tangible assets
Reconciliation of year-end assets to year-end tangible assets
Assets
Assets
AssetsAssets$3,169,495 $2,819,627 $2,434,079 
GoodwillGoodwill(69,022)(68,951)(68,951)
Goodwill
Goodwill
Intangible assets (excluding MSRs)
Intangible assets (excluding MSRs)
Intangible assets (excluding MSRs)Intangible assets (excluding MSRs)(2,153)(2,151)(1,661)
Related deferred tax liabilitiesRelated deferred tax liabilities929 920 713 
Related deferred tax liabilities
Related deferred tax liabilities
Tangible assets
Tangible assets
Tangible assetsTangible assets$3,099,249 $2,749,445 $2,364,180 
(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 31.29.
Table 48
Quarterly Reconciliations to GAAP Financial Measures (1)
Table 46
Table 46
Table 46
Quarterly Reconciliations to GAAP Financial Measures (1)
2023 Quarters
2023 Quarters
2023 Quarters2022 Quarters
(Dollars in millions)(Dollars in millions)FourthThirdSecondFirstFourthThirdSecondFirst
2021 Quarters2020 Quarters
(Dollars in millions)FourthThirdSecondFirstFourthThirdSecondFirst
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equityReconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity          
Shareholders’ equityShareholders’ equity$270,883 $275,484 $274,632 $274,047 $271,020 $267,323 $266,316 $264,534 
GoodwillGoodwill(69,022)(69,023)(69,023)(68,951)(68,951)(68,951)(68,951)(68,951)
Intangible assets (excluding MSRs)Intangible assets (excluding MSRs)(2,166)(2,185)(2,212)(2,146)(2,173)(1,976)(1,640)(1,655)
Related deferred tax liabilitiesRelated deferred tax liabilities913 915 915 920 910 855 790 728 
Tangible shareholders’ equityTangible shareholders’ equity$200,608 $205,191 $204,312 $203,870 $200,806 $197,251 $196,515 $194,656 
Preferred stockPreferred stock(24,364)(23,441)(23,684)(24,399)(24,180)(23,427)(23,427)(23,456)
Tangible common shareholders’ equityTangible common shareholders’ equity$176,244 $181,750 $180,628 $179,471 $176,626 $173,824 $173,088 $171,200 
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equityReconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equity        
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equity
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equity   
Shareholders’ equityShareholders’ equity$270,066 $272,464 $277,119 $274,000 $272,924 $268,850 $265,637 $264,918 
GoodwillGoodwill(69,022)(69,023)(69,023)(68,951)(68,951)(68,951)(68,951)(68,951)
Intangible assets (excluding MSRs)Intangible assets (excluding MSRs)(2,153)(2,172)(2,192)(2,134)(2,151)(2,185)(1,630)(1,646)
Related deferred tax liabilitiesRelated deferred tax liabilities929 913 915 915 920 910 789 790 
Tangible shareholders’ equityTangible shareholders’ equity$199,820 $202,182 $206,819 $203,830 $202,742 $198,624 $195,845 $195,111 
Preferred stockPreferred stock(24,708)(23,441)(23,441)(24,319)(24,510)(23,427)(23,427)(23,427)
Tangible common shareholders’ equityTangible common shareholders’ equity$175,112 $178,741 $183,378 $179,511 $178,232 $175,197 $172,418 $171,684 
Reconciliation of period-end assets to period-end tangible assetsReconciliation of period-end assets to period-end tangible assets        Reconciliation of period-end assets to period-end tangible assets   
AssetsAssets$3,169,495 $3,085,446 $3,029,894 $2,969,992 $2,819,627 $2,738,452 $2,741,688 $2,619,954 
GoodwillGoodwill(69,022)(69,023)(69,023)(68,951)(68,951)(68,951)(68,951)(68,951)
Intangible assets (excluding MSRs)Intangible assets (excluding MSRs)(2,153)(2,172)(2,192)(2,134)(2,151)(2,185)(1,630)(1,646)
Related deferred tax liabilitiesRelated deferred tax liabilities929 913 915 915 920 910 789 790 
Tangible assetsTangible assets$3,099,249 $3,015,164 $2,959,594 $2,899,822 $2,749,445 $2,668,226 $2,671,896 $2,550,147 
(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 31.29.
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Item 7A. Quantitative and Qualitative Disclosures about Market Risk
See Market Risk Management on page 7573 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
Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses

Bank of America 86


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, 20212023 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, 2021,2023, the Corporation’s internal control over financial reporting is effective.
The Corporation’s internal control over financial reporting as of December 31, 20212023 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, 2021.2023.
ceosignature4q23.jpg
Brian T. Moynihan
Chair, Chief Executive Officer and President

CFO Signature.jpg
Alastair M. Borthwick
Chief Financial Officer

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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 (the “Corporation”) as of December 31, 20212023 and 2020,2022, 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, 2021,2023, 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, 2021,2023, 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, 20212023 and 2020,2022, and the results of its operations and its cash flows for each of the three years in the period ended December 31, 20212023 in 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, 2021,2023, based on criteria established in Internal Control - Integrated Framework (2013) issued by the COSO.
Change in Accounting Principle
As discussed in Note 5 to the consolidated financial statements, the Corporation changed the manner in which it accounts for credit losses on certain financial instruments in 2020.
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.
Critical Audit Matters
The critical audit matters communicated below are matters arising from the current period audit of the consolidated financial statements that were communicated or required to be communicated to the audit committee and that (i) relate to accounts or disclosures that are material to the consolidated financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical audit matters or on the accounts or disclosures to which they relate.
Allowance for Loan and Lease Losses - Commercial and Consumer Card Loans
As described in Notes 1 and 5 to the consolidated financial statements, the allowance for loan and lease losses represents management’s estimate of the expected credit losses in the Corporation’s loan and lease portfolio, excluding loans and unfunded lending commitments accounted for under the fair
Bank of America 88


value option. As of December 31, 2021,2023, the allowance for loan and lease losses was $12.4$13.3 billion on total loans and leases of $971.3$1,050.2 billion, which excludes loans accounted for under the fair value option. For commercial and consumer card loans, the expected credit loss is typically estimated using quantitative methods that consider a variety of factors such as historical
Bank of America 88


loss experience, the current credit quality of the portfolio as well as an economic outlook over the life of the loan. In its loss forecasting framework, the Corporation incorporates forward looking information through the use of macroeconomic scenarios applied over the forecasted life of the assets. These macroeconomic scenarios include variables that have historically been key drivers of increases and decreases in credit losses. These variables include, but are not limited to, unemployment rates, real estate prices, gross domestic product levels and corporate bond spreads. The scenarios that are chosen and the weighting given to each scenario depend on a variety of factors including recent economic events, leading economic indicators, views of internal as well as third-party economists and industry trends. Also included in the allowance for loan and lease losses are qualitative reserves to cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions. Factors that the Corporation considers include changes in lending policies and procedures, business conditions, the nature and size of the portfolio, portfolio concentrations, the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements, among others. Further, the Corporation considers the inherent uncertainty in quantitative models that are built on historical data.
The principal considerations for our determination that performing procedures relating to the allowance for loan and lease losses for the commercial and consumer card portfolios is a critical audit matter are (i) the significant judgment and estimation by management in developing lifetime economic forecast scenarios and related weightings to each scenario, and certain qualitative reserves, which in turn led to a high degree of auditor judgment, subjectivity and effort in performing procedures and in evaluating audit evidence obtained, and (ii) the audit effort involved professionals with specialized skill and knowledge.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the allowance for loan and lease losses, including controls over the evaluation and approval of models, forecast scenarios and related weightings, and qualitative reserves. These procedures also included, among others, testing management’s process for estimating the allowance for loan and lease losses, including (i) evaluating the appropriateness of the loss forecast models and methodology, (ii) evaluating the reasonableness of certain macroeconomic variables, (iii) evaluating the reasonableness of management’s development, selection and weighting of lifetime economic forecast scenarios used in the loss forecast models, (iv) testing the completeness and accuracy of data used in the estimate, and (v) evaluating the reasonableness of certain qualitative reserves made to the model output results to determine the overall allowance for loan
and lease losses. The procedures also included the involvement of professionals with specialized skill and knowledge to assist in evaluating the appropriateness of certain loss forecast models, the reasonableness of economic forecast scenarios
and related weightings and the reasonableness of certain qualitative reserves.
Valuation of Certain Level 3 Financial Instruments
As described in Notes 1 and 20 to the consolidated financial statements, the Corporation carries certain financial instruments at fair value, which includes $10.7$9.3 billion of assets and $6.9$6.6 billion of liabilities classified as Level 3 fair value measurements that are valued on a recurring basis and $2.3$3.9 billion of assets classified as Level 3 fair value measurements that are valued on a nonrecurring basis, for which the determination of fair value requires significant management judgment or estimation. The Corporation determines the fair value of Level 3 financial instruments using pricing models, discounted cash flow methodologies, or similar techniques that require inputs that are both unobservable and are significant to the overall fair value measurement. Unobservable inputs, such as volatility or price,implied yield, may be determined using quantitative-based extrapolations, pricing models or other internal methodologies which incorporate management estimates and available market information.
The principal considerations for our determination that performing procedures relating to the valuation of certain Level 3 financial instruments is a critical audit matter are the significant judgment and estimation used by management to determine the fair value of these financial instruments, which in turn led to a high degree of auditor judgment, subjectivity and effort in performing procedures and in evaluating audit evidence obtained, including the involvement of professionals with specialized skill and knowledge.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the valuation of financial instruments, including controls related to valuation models, significant unobservable inputs, and data. These procedures also included, among others, the involvement of professionals with specialized skill and knowledge to assist in developing an independent estimate of fair value for a sample of these certain financial instruments and comparison of management’s estimate to the independently developed estimate of fair value. Developing the independent estimate involved testing the completeness and accuracy of data provided by management and evaluating the reasonableness of management’s significant unobservable inputs.

pwcsignature.jpg


Charlotte, North Carolina
February 22, 202220, 2024

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


89 Bank of America


Bank of America Corporation and Subsidiaries
Consolidated Statement of Income
(In millions, except per share information)202320222021
Net interest income 
Interest income$130,262 $72,565 $47,672 
Interest expense73,331 20,103 4,738 
Net interest income56,931 52,462 42,934 
Noninterest income 
Fees and commissions32,009 33,212 39,299 
Market making and similar activities12,732 12,075 8,691 
Other income(3,091)(2,799)(1,811)
Total noninterest income41,650 42,488 46,179 
Total revenue, net of interest expense98,581 94,950 89,113 
Provision for credit losses4,394 2,543 (4,594)
Noninterest expense
Compensation and benefits38,330 36,447 36,140 
Occupancy and equipment7,164 7,071 7,138 
Information processing and communications6,707 6,279 5,769 
Product delivery and transaction related3,608 3,653 3,881 
Professional fees2,159 2,142 1,775 
Marketing1,927 1,825 1,939 
Other general operating5,950 4,021 3,089 
Total noninterest expense65,845 61,438 59,731 
Income before income taxes28,342 30,969 33,976 
Income tax expense1,827 3,441 1,998 
Net income$26,515 $27,528 $31,978 
Preferred stock dividends and other1,649 1,513 1,421 
Net income applicable to common shareholders$24,866 $26,015 $30,557 
Per common share information 
Earnings$3.10 $3.21 $3.60 
Diluted earnings3.08 3.19 3.57 
Average common shares issued and outstanding8,028.6 8,113.7 8,493.3 
Average diluted common shares issued and outstanding8,080.5 8,167.5 8,558.4 
Consolidated Statement of Comprehensive Income
(Dollars in millions)202320222021
Net income$26,515 $27,528 $31,978 
Other comprehensive income (loss), net-of-tax:
Net change in debt securities573 (6,028)(2,077)
Net change in debit valuation adjustments(686)755 356 
Net change in derivatives3,919 (10,055)(2,306)
Employee benefit plan adjustments(439)(667)624 
Net change in foreign currency translation adjustments1 (57)(45)
Other comprehensive income (loss)3,368 (16,052)(3,448)
Comprehensive income (loss)$29,883 $11,476 $28,530 
















See accompanying Notes to Consolidated Financial Statements.
Bank of America 90


Bank of America Corporation and Subsidiaries
Consolidated Statement of Income
(In millions, except per share information)202120202019
Net interest income 
Interest income$47,672 $51,585 $71,236 
Interest expense4,738 8,225 22,345 
Net interest income42,934 43,360 48,891 
Noninterest income 
Fees and commissions39,299 34,551 33,015 
Market making and similar activities8,691 8,355 9,034 
Other income(1,811)(738)304 
Total noninterest income46,179 42,168 42,353 
Total revenue, net of interest expense89,113 85,528 91,244 
Provision for credit losses(4,594)11,320 3,590 
Noninterest expense
Compensation and benefits36,140 32,725 31,977 
Occupancy and equipment7,138 7,141 6,588 
Information processing and communications5,769 5,222 4,646 
Product delivery and transaction related3,881 3,433 2,762 
Marketing1,939 1,701 1,934 
Professional fees1,775 1,694 1,597 
Other general operating3,089 3,297 5,396 
Total noninterest expense59,731 55,213 54,900 
Income before income taxes33,976 18,995 32,754 
Income tax expense1,998 1,101 5,324 
Net income$31,978 $17,894 $27,430 
Preferred stock dividends1,421 1,421 1,432 
Net income applicable to common shareholders$30,557 $16,473 $25,998 
Per common share information 
Earnings$3.60 $1.88 $2.77 
Diluted earnings3.57 1.87 2.75 
Average common shares issued and outstanding8,493.3 8,753.2 9,390.5 
Average diluted common shares issued and outstanding8,558.4 8,796.9 9,442.9 
Consolidated Balance Sheet
December 31
(Dollars in millions)20232022
Assets
Cash and due from banks$27,892 $30,334 
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks305,181 199,869 
Cash and cash equivalents333,073 230,203 
Time deposits placed and other short-term investments8,346 7,259 
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $133,053 and $146,999 measured at fair value)
280,624 267,574 
Trading account assets (includes $130,815 and $115,505 pledged as collateral)
277,354 296,108 
Derivative assets39,323 48,642 
Debt securities: 
Carried at fair value276,852 229,994 
Held-to-maturity, at cost (fair value $496,597 and $524,267)
594,555 632,825 
Total debt securities871,407 862,819 
Loans and leases (includes $3,569 and $5,771 measured at fair value)
1,053,732 1,045,747 
Allowance for loan and lease losses(13,342)(12,682)
Loans and leases, net of allowance1,040,390 1,033,065 
Premises and equipment, net11,855 11,510 
Goodwill69,021 69,022 
Loans held-for-sale (includes $2,059 and $1,115 measured at fair value)
6,002 6,871 
Customer and other receivables81,881 67,543 
Other assets (includes $11,861 and $9,594 measured at fair value)
160,875 150,759 
Total assets$3,180,151 $3,051,375 
Liabilities  
Deposits in U.S. offices:  
Noninterest-bearing$530,619 $640,745 
Interest-bearing (includes $284 and $311 measured at fair value)
1,273,904 1,182,590 
Deposits in non-U.S. offices:
Noninterest-bearing16,427 20,480 
Interest-bearing102,877 86,526 
Total deposits1,923,827 1,930,341 
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $178,609 and $151,708 measured at fair value)
283,887 195,635 
Trading account liabilities95,530 80,399 
Derivative liabilities43,432 44,816 
Short-term borrowings (includes $4,690 and $832 measured at fair value)
32,098 26,932 
Accrued expenses and other liabilities (includes $11,473 and $9,752 measured at fair value
   and $1,209 and $1,540 of reserve for unfunded lending commitments)
207,527 224,073 
Long-term debt (includes $42,809 and $33,070 measured at fair value)
302,204 275,982 
Total liabilities2,888,505 2,778,178 
Commitments and contingencies (Note 6 – 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 – 4,088,099 and 4,088,101 shares
28,397 28,397 
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 7,895,457,665 and 7,996,777,943 shares
56,365 58,953 
Retained earnings224,672 207,003 
Accumulated other comprehensive income (loss)(17,788)(21,156)
Total shareholders’ equity291,646 273,197 
Total liabilities and shareholders’ equity$3,180,151 $3,051,375 
Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)
Trading account assets$6,054 $2,816 
Loans and leases18,276 16,738 
Allowance for loan and lease losses(826)(797)
Loans and leases, net of allowance17,450 15,941 
All other assets269 116 
Total assets of consolidated variable interest entities$23,773 $18,873 
Liabilities of consolidated variable interest entities included in total liabilities above  
Short-term borrowings (includes $23 and $42 of non-recourse short-term borrowings)$2,957 $42 
Long-term debt (includes $8,456 and $4,581 of non-recourse debt)8,456 4,581 
All other liabilities (includes $19 and $13 of non-recourse liabilities)19 13 
Total liabilities of consolidated variable interest entities$11,432 $4,636 
Consolidated Statement of Comprehensive Income
(Dollars in millions)202120202019
Net income$31,978 $17,894 $27,430 
Other comprehensive income (loss), net-of-tax:
Net change in debt securities(2,077)4,799 5,875 
Net change in debit valuation adjustments356 (498)(963)
Net change in derivatives(2,306)826 616 
Employee benefit plan adjustments624 (98)136 
Net change in foreign currency translation adjustments(45)(52)(86)
Other comprehensive income (loss)(3,448)4,977 5,578 
Comprehensive income$28,530 $22,871 $33,008 
See accompanying Notes to Consolidated Financial Statements.
91 Bank of America


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)SharesAmount
Balance, December 31, 2020$24,510 8,650.8 $85,982 $164,088 $(1,656)$272,924 
Net income31,978 31,978 
Net change in debt securities(2,077)(2,077)
Net change in debit valuation adjustments356 356 
Net change in derivatives(2,306)(2,306)
Employee benefit plan adjustments624 624 
Net change in foreign currency translation adjustments(45)(45)
Dividends declared:
Common(6,575)(6,575)
Preferred(1,421)(1,421)
Issuance of preferred stock2,169 2,169 
Redemption of preferred stock(1,971)(1,971)
Common stock issued under employee plans, net, and other42.3 1,542 (6)1,536 
Common stock repurchased(615.3)(25,126)(25,126)
Balance, December 31, 2021$24,708 8,077.8 $62,398 $188,064 $(5,104)$270,066 
Net income27,528 27,528 
Net change in debt securities(6,028)(6,028)
Net change in debit valuation adjustments755 755 
Net change in derivatives(10,055)(10,055)
Employee benefit plan adjustments(667)(667)
Net change in foreign currency translation adjustments(57)(57)
Dividends declared:
Common(6,963)(6,963)
Preferred(1,596)(1,596)
Issuance of preferred stock4,426 4,426 
Redemption of preferred stock(737)83 (654)
Common stock issued under employee plans, net, and other44.9 1,545 (30)1,515 
Common stock repurchased(125.9)(5,073)(5,073)
Balance, December 31, 2022$28,397 7,996.8 $58,953 $207,003 $(21,156)$273,197 
Cumulative adjustment for adoption of credit loss accounting standard184 184 
Net income26,515 26,515 
Net change in debt securities573 573 
Net change in debit valuation adjustments(686)(686)
Net change in derivatives3,919 3,919 
Employee benefit plan adjustments(439)(439)
Net change in foreign currency translation adjustments1 1 
Dividends declared:
Common(7,374)(7,374)
Preferred(1,649)(1,649)
Common stock issued under employee plans, net, and other45.4 1,988 (7)1,981 
Common stock repurchased(146.7)(4,576)(4,576)
Balance, December 31, 2023$28,397 7,895.5 $56,365 $224,672 $(17,788)$291,646 


















See accompanying Notes to Consolidated Financial Statements.
Bank of America 90


Bank of America Corporation and Subsidiaries
Consolidated Balance Sheet
December 31
(Dollars in millions)20212020
Assets
Cash and due from banks$29,222 $36,430 
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks318,999 344,033 
Cash and cash equivalents348,221 380,463 
Time deposits placed and other short-term investments7,144 6,546 
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $150,665 and $108,856 measured at fair value)
250,720 304,058 
Trading account assets (includes $103,434 and $91,510 pledged as collateral)
247,080 198,854 
Derivative assets35,344 47,179 
Debt securities: 
Carried at fair value308,073 246,601 
Held-to-maturity, at cost (fair value – $665,890 and $448,180)
674,554 438,249 
Total debt securities982,627 684,850 
Loans and leases (includes $7,819 and $6,681 measured at fair value)
979,124 927,861 
Allowance for loan and lease losses(12,387)(18,802)
Loans and leases, net of allowance966,737 909,059 
Premises and equipment, net10,833 11,000 
Goodwill69,022 68,951 
Loans held-for-sale (includes $4,455 and $1,585 measured at fair value)
15,635 9,243 
Customer and other receivables72,263 64,221 
Other assets (includes $12,144 and $15,718 measured at fair value)
163,869 135,203 
Total assets$3,169,495 $2,819,627 
Liabilities  
Deposits in U.S. offices:  
Noninterest-bearing$784,189 $650,674 
Interest-bearing (includes $408 and $481 measured at fair value)
1,165,914 1,038,341 
Deposits in non-U.S. offices:
Noninterest-bearing27,457 17,698 
Interest-bearing86,886 88,767 
Total deposits2,064,446 1,795,480 
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $139,641 and $135,391 measured at fair value)
192,329 170,323 
Trading account liabilities100,690 71,320 
Derivative liabilities37,675 45,526 
Short-term borrowings (includes $4,279 and $5,874 measured at fair value)
23,753 19,321 
Accrued expenses and other liabilities (includes $11,489 and $16,311 measured at fair value
   and $1,456 and $1,878 of reserve for unfunded lending commitments)
200,419 181,799 
Long-term debt (includes $29,708 and $32,200 measured at fair value)
280,117 262,934 
Total liabilities2,899,429 2,546,703 
Commitments and contingencies (Note 6 – Securitizations and Other Variable Interest Entities
   and Note 12 – Commitments and Contingencies)
00
Shareholders’ equity 
Preferred stock, $0.01 par value; authorized – 100,000,000 shares; issued and outstanding – 3,939,686 and 3,931,440 shares
24,708 24,510 
Common stock and additional paid-in capital, $0.01  par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 8,077,831,463 and 8,650,814,105 shares
62,398 85,982 
Retained earnings188,064 164,088 
Accumulated other comprehensive income (loss)(5,104)(1,656)
Total shareholders’ equity270,066 272,924 
Total liabilities and shareholders’ equity$3,169,495 $2,819,627 
Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)
Trading account assets$5,004 $5,225 
Loans and leases17,135 23,636 
Allowance for loan and lease losses(958)(1,693)
Loans and leases, net of allowance16,177 21,943 
All other assets189 1,387 
Total assets of consolidated variable interest entities$21,370 $28,555 
Liabilities of consolidated variable interest entities included in total liabilities above  
Short-term borrowings (includes $51 and $22 of non-recourse short-term borrowings)
$247 $454 
Long-term debt (includes $3,587 and $7,053 of non-recourse debt)
3,587 7,053 
All other liabilities (includes $7 and $16 of non-recourse liabilities)
7 16 
Total liabilities of consolidated variable interest entities$3,841 $7,523 
See accompanying Notes to Consolidated Financial Statements.
91 Bank of America


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)SharesAmount
Balance, December 31, 2018$22,326 9,669.3 $118,896 $136,314 $(12,211)$265,325 
Cumulative adjustment for adoption of lease accounting
   standard
165 165 
Net income27,430 27,430 
Net change in debt securities5,875 5,875 
Net change in debit valuation adjustments(963)(963)
Net change in derivatives616 616 
Employee benefit plan adjustments136 136 
Net change in foreign currency translation adjustments(86)(86)
Dividends declared:
Common(6,146)(6,146)
Preferred(1,432)(1,432)
Issuance of preferred stock3,643 3,643 
Redemption of preferred stock(2,568)(2,568)
Common stock issued under employee plans, net, and other123.3 971 (12)959 
Common stock repurchased(956.5)(28,144)(28,144)
Balance, December 31, 2019$23,401 8,836.1 $91,723 $156,319 $(6,633)$264,810 
Cumulative adjustment for adoption of credit loss accounting standard(2,406)(2,406)
Net income17,894 17,894 
Net change in debt securities4,799 4,799 
Net change in debit valuation adjustments(498)(498)
Net change in derivatives826 826 
Employee benefit plan adjustments(98)(98)
Net change in foreign currency translation adjustments(52)(52)
Dividends declared:
Common(6,289)(6,289)
Preferred(1,421)(1,421)
Issuance of preferred stock2,181 2,181 
Redemption of preferred stock(1,072)(1,072)
Common stock issued under employee plans, net, and other41.7 1,284 (9)1,275 
Common stock repurchased(227.0)(7,025)(7,025)
Balance, December 31, 2020$24,510 8,650.8 $85,982 $164,088 $(1,656)$272,924 
Net income31,978 31,978 
Net change in debt securities(2,077)(2,077)
Net change in debit valuation adjustments356 356 
Net change in derivatives(2,306)(2,306)
Employee benefit plan adjustments624 624 
Net change in foreign currency translation adjustments(45)(45)
Dividends declared:
Common(6,575)(6,575)
Preferred(1,421)(1,421)
Issuance of preferred stock2,169 2,169 
Redemption of preferred stock(1,971)(1,971)
Common stock issued under employee plans, net, and other42.3 1,542 (6)1,536 
Common stock repurchased(615.3)(25,126)(25,126)
Balance, December 31, 2021$24,708 8,077.8 $62,398 $188,064 $(5,104)$270,066 













See accompanying Notes to Consolidated Financial Statements.
Bank of America 92


Bank of America Corporation and Subsidiaries
Consolidated Statement of Cash Flows
Consolidated Statement of Cash Flows
Consolidated Statement of Cash FlowsConsolidated Statement of Cash Flows
(Dollars in millions)(Dollars in millions)202120202019
(Dollars in millions)
(Dollars in millions)
Operating activities
Operating activities
Operating activitiesOperating activities   
Net incomeNet income$31,978 $17,894 $27,430 
Net income
Net income
Adjustments to reconcile net income to net cash provided by operating activities:
Adjustments to reconcile net income to net cash provided by operating activities:
Adjustments to reconcile net income to net cash provided by operating activities:Adjustments to reconcile net income to net cash provided by operating activities:   
Provision for credit lossesProvision for credit losses(4,594)11,320 3,590 
Gains on sales of debt securities(22)(411)(217)
Provision for credit losses
Provision for credit losses
(Gains) losses on sales of debt securities
(Gains) losses on sales of debt securities
(Gains) losses on sales of debt securities
Depreciation and amortization
Depreciation and amortization
Depreciation and amortizationDepreciation and amortization1,898 1,843 1,729 
Net amortization of premium/discount on debt securitiesNet amortization of premium/discount on debt securities5,837 4,101 2,066 
Net amortization of premium/discount on debt securities
Net amortization of premium/discount on debt securities
Deferred income taxes
Deferred income taxes
Deferred income taxesDeferred income taxes(838)(1,737)2,435 
Stock-based compensationStock-based compensation2,768 2,031 1,974 
Impairment of equity method investment  2,072 
Stock-based compensation
Stock-based compensation
Loans held-for-sale:
Loans held-for-sale:
Loans held-for-sale:Loans held-for-sale:
Originations and purchasesOriginations and purchases(43,635)(19,657)(28,874)
Originations and purchases
Originations and purchases
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
34,684 19,049 30,191 
Net change in:Net change in:
Net change in:
Net change in:
Trading and derivative assets/liabilities
Trading and derivative assets/liabilities
Trading and derivative assets/liabilitiesTrading and derivative assets/liabilities(22,104)16,942 7,920 
Other assetsOther assets(34,455)(12,883)(11,113)
Other assets
Other assets
Accrued expenses and other liabilities
Accrued expenses and other liabilities
Accrued expenses and other liabilitiesAccrued expenses and other liabilities16,639 (4,385)16,363 
Other operating activities, netOther operating activities, net4,651 3,886 6,211 
Other operating activities, net
Other operating activities, net
Net cash provided by (used in) operating activities
Net cash provided by (used in) operating activities
Net cash provided by (used in) operating activitiesNet cash provided by (used in) operating activities(7,193)37,993 61,777 
Investing activitiesInvesting activities   
Investing activities
Investing activities
Net change in:
Net change in:
Net change in:Net change in:
Time deposits placed and other short-term investmentsTime deposits placed and other short-term investments(598)561 387 
Time deposits placed and other short-term investments
Time deposits placed and other short-term investments
Federal funds sold and securities borrowed or purchased under agreements to resell
Federal funds sold and securities borrowed or purchased under agreements to resell
Federal funds sold and securities borrowed or purchased under agreements to resellFederal funds sold and securities borrowed or purchased under agreements to resell53,338 (29,461)(13,466)
Debt securities carried at fair value:Debt securities carried at fair value:
Debt securities carried at fair value:
Debt securities carried at fair value:
Proceeds from sales
Proceeds from sales
Proceeds from salesProceeds from sales6,893 77,524 52,006 
Proceeds from paydowns and maturitiesProceeds from paydowns and maturities159,616 91,084 79,114 
Proceeds from paydowns and maturities
Proceeds from paydowns and maturities
Purchases
Purchases
PurchasesPurchases(238,398)(194,877)(152,782)
Held-to-maturity debt securities:Held-to-maturity debt securities:
Held-to-maturity debt securities:
Held-to-maturity debt securities:
Proceeds from paydowns and maturities
Proceeds from paydowns and maturities
Proceeds from paydowns and maturitiesProceeds from paydowns and maturities124,880 93,835 34,770 
PurchasesPurchases(362,736)(257,535)(37,115)
Purchases
Purchases
Loans and leases:
Loans and leases:
Loans and leases:Loans and leases:
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
10,396 13,351 12,201 
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
Purchases
Purchases
PurchasesPurchases(5,164)(5,229)(5,963)
Other changes in loans and leases, netOther changes in loans and leases, net(58,039)36,571 (46,808)
Other changes in loans and leases, net
Other changes in loans and leases, net
Other investing activities, net
Other investing activities, net
Other investing activities, netOther investing activities, net(3,479)(3,489)(2,974)
Net cash used in investing activitiesNet cash used in investing activities(313,291)(177,665)(80,630)
Net cash used in investing activities
Net cash used in investing activities
Financing activities
Financing activities
Financing activitiesFinancing activities   
Net change in:Net change in:
Net change in:
Net change in:
Deposits
Deposits
DepositsDeposits268,966 360,677 53,327 
Federal funds purchased and securities loaned or sold under agreements to repurchaseFederal funds purchased and securities loaned or sold under agreements to repurchase22,006 5,214 (21,879)
Federal funds purchased and securities loaned or sold under agreements to repurchase
Federal funds purchased and securities loaned or sold under agreements to repurchase
Short-term borrowings
Short-term borrowings
Short-term borrowingsShort-term borrowings4,432 (4,893)4,004 
Long-term debt:Long-term debt:
Long-term debt:
Long-term debt:
Proceeds from issuance
Proceeds from issuance
Proceeds from issuanceProceeds from issuance76,675 57,013 52,420 
RetirementRetirement(46,826)(47,948)(50,794)
Retirement
Retirement
Preferred stock:
Preferred stock:
Preferred stock:Preferred stock:
Proceeds from issuanceProceeds from issuance2,169 2,181 3,643 
Proceeds from issuance
Proceeds from issuance
Redemption
Redemption
RedemptionRedemption(1,971)(1,072)(2,568)
Common stock repurchasedCommon stock repurchased(25,126)(7,025)(28,144)
Common stock repurchased
Common stock repurchased
Cash dividends paid
Cash dividends paid
Cash dividends paidCash dividends paid(8,055)(7,727)(5,934)
Other financing activities, netOther financing activities, net(620)(601)(698)
Net cash provided by financing activities291,650 355,819 3,377 
Other financing activities, net
Other financing activities, net
Net cash provided by (used in) financing activities
Net cash provided by (used in) financing activities
Net cash provided by (used in) financing activities
Effect of exchange rate changes on cash and cash equivalents
Effect of exchange rate changes on cash and cash equivalents
Effect of exchange rate changes on cash and cash equivalentsEffect of exchange rate changes on cash and cash equivalents(3,408)2,756 (368)
Net increase (decrease) in cash and cash equivalentsNet increase (decrease) in cash and cash equivalents(32,242)218,903 (15,844)
Net increase (decrease) in cash and cash equivalents
Net increase (decrease) in cash and cash equivalents
Cash and cash equivalents at January 1
Cash and cash equivalents at January 1
Cash and cash equivalents at January 1Cash and cash equivalents at January 1380,463 161,560 177,404 
Cash and cash equivalents at December 31Cash and cash equivalents at December 31$348,221 $380,463 $161,560 
Cash and cash equivalents at December 31
Cash and cash equivalents at December 31
Supplemental cash flow disclosures
Supplemental cash flow disclosures
Supplemental cash flow disclosuresSupplemental cash flow disclosures
Interest paidInterest paid$4,506 $8,662 $22,196 
Interest paid
Interest paid
Income taxes paid, net
Income taxes paid, net
Income taxes paid, netIncome taxes paid, net2,760 2,894 4,359 
See accompanying Notes to Consolidated Financial Statements.
93 Bank of America


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 PresentationAllowance for Credit Losses
The Consolidated Financial Statements includeallowance for credit losses increased $329 million from December 31, 2022 to $14.6 billion at December 31, 2023, which included a $1.3 billion reserve increase related to the accountsconsumer portfolio and a $942 million reserve decrease related to the commercial portfolio. The increase in the allowance reflected a reserve build in our consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by a reserve release in our commercial portfolio primarily driven by improved macroeconomic conditions applicable to the
commercial portfolio. The allowance also includes the impact of the Corporationaccounting change to remove the recognition and its majority-owned subsidiaries and those variable interest entities (VIEs) wheremeasurement guidance on troubled debt restructurings, which reduced the Corporation is the primary beneficiary. Intercompany accounts and transactions have been eliminated. Resultsallowance for credit losses by $243 million on January 1, 2023. For more information on this change in accounting guidance, see Note 1 – Summary 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 inSignificant Accounting Principles to 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, which include the Corporation’s interests in affordable housing and renewable energy partnerships, are recorded 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 preparationTable 39 presents an allocation of the Consolidated Financial Statements in conformity with accounting principles generally accepted in the United Statesallowance for credit losses by product type at December 31, 2023 and 2022.
Table 39Allocation of the Allowance for Credit Losses by Product Type
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2023December 31, 2022
Allowance for loan and lease losses      
Residential mortgage$339 2.54 %0.15 %$328 2.59 %0.14 %
Home equity47 0.35 0.19 92 0.73 0.35 
Credit card7,346 55.06 7.19 6,136 48.38 6.57 
Direct/Indirect consumer715 5.36 0.69 585 4.61 0.55 
Other consumer73 0.55 n/m96 0.76 n/m
Total consumer8,520 63.86 1.85 7,237 57.07 1.59 
U.S. commercial (2)
2,600 19.49 0.69 3,007 23.71 0.80 
Non-U.S. commercial842 6.31 0.68 1,194 9.41 0.96 
Commercial real estate1,342 10.06 1.84 1,192 9.40 1.71 
Commercial lease financing38 0.28 0.26 52 0.41 0.38 
Total commercial4,822 36.14 0.82 5,445 42.93 0.93 
Allowance for loan and lease losses13,342 100.00 %1.27 12,682 100.00 %1.22 
Reserve for unfunded lending commitments1,209 1,540  
Allowance for credit losses$14,551 $14,222 
(1)Ratios are calculated as allowance for loan and lease losses as a percentage of America requires management to make estimatesloans and assumptions that affect reported amounts and disclosures. Actual results could materially differ from those estimates and assumptions. Certain prior-period amounts have been reclassified to conform to current period presentation.
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 legally 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. In instances where the interest is negative, the Corporation’s policy is to present negative interest on financial assets as interest income and negative interest on financial liabilities as interest expense. For securities financing agreements that areleases outstanding excluding loans accounted for under the fair value option,option.
(2)Includes allowance for loan and lease losses for U.S. small business commercial loans of $1.0 billion and $844 million at December 31, 2023 and 2022.
n/m = not meaningful
Net charge-offs for 2023 were $3.8 billion compared to $2.2 billion in 2022 primarily due to late-stage delinquent credit card loans that were charged off. The provision for credit losses increased $1.9 billion to $4.4 billion during 2023 compared to 2022. The provision for credit losses in 2023 was driven by our consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by improved macroeconomic conditions that primarily benefited our commercial portfolio. The provision for credit losses for the changes inconsumer portfolio, including unfunded lending commitments, increased $2.5 billion to $4.5 billion during 2023 compared to 2022. The provision for credit losses for the fair value of these securities financing agreements are recorded in marketcommercial portfolio, including unfunded lending
makingcommitments, decreased $628 million to a $133 million benefit for 2023 compared to 2022. The decline was due primarily to an improved macroeconomic outlook.
Table 40 presents a rollforward of the allowance for credit losses, including certain loan and similar activities inallowance ratios for 2023 and 2022. For more information on the Corporation’s credit loss accounting policies and activity related to the allowance for credit losses, see Note 1 – Summary of Significant Accounting Principles and Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to 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, 2021 and 2020, the fair value of this collateral was $854.8 billion and $812.4 billion, of which $782.7 billion and $758.5 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 market making and similar activities.
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 areStatements.
71 Bank of America


Table 40Allowance for Credit Losses
(Dollars in millions)20232022
Allowance for loan and lease losses, December 31$12,682 $12,387 
January 1, 2023 adoption of credit loss standard(243)n/a
Allowance for loan and lease losses, January 1$12,439 $12,387 
Loans and leases charged off
Residential mortgage(67)(161)
Home equity(36)(45)
Credit card(3,133)(1,985)
Direct/Indirect consumer(233)(232)
Other consumer(504)(538)
Total consumer charge-offs(3,973)(2,961)
U.S. commercial (1)
(551)(354)
Non-U.S. commercial(37)(41)
Commercial real estate(254)(75)
Commercial lease financing(2)(8)
Total commercial charge-offs(844)(478)
Total loans and leases charged off(4,817)(3,439)
Recoveries of loans and leases previously charged off
Residential mortgage51 89 
Home equity95 135 
Credit card572 651 
Direct/Indirect consumer141 214 
Other consumer24 17 
Total consumer recoveries883 1,106 
U.S. commercial (2)
108 129 
Non-U.S. commercial18 20 
Commercial real estate9 
Commercial lease financing 
Total commercial recoveries135 161 
Total recoveries of loans and leases previously charged off1,018 1,267 
Net charge-offs(3,799)(2,172)
Provision for loan and lease losses4,725 2,460 
Other(23)
Allowance for loan and lease losses, December 3113,342 12,682 
Reserve for unfunded lending commitments, January 11,540 1,456 
Provision for unfunded lending commitments(331)83 
Other 
Reserve for unfunded lending commitments, December 311,209 1,540 
Allowance for credit losses, December 31$14,551 $14,222 
Loan and allowance ratios (3) :
Loans and leases outstanding at December 31$1,050,163 $1,039,976 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 311.27 %1.22 %
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 311.85 1.59 
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 310.82 0.93 
Average loans and leases outstanding$1,041,824 $1,010,799 
Net charge-offs as a percentage of average loans and leases outstanding0.36 %0.21 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31243 333 
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs3.51 5.84 
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (4)
$8,357 $6,998 
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 (4)
91 %149 %
(1)Includes U.S. small business commercial charge-offs of $360 million in 2023 compared to $203 million in 2022.
(2)Includes U.S. small business commercial recoveries of $41 million in 2023 compared to $49 million in 2022.
(3)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.
(4)Primarily includes amounts related to credit card and unsecured consumer lending portfolios in Consumer Banking.
Bank of America 9472


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 77.
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.
GRM 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.
Model risk is the potential for adverse consequences from decisions based on incorrect or misused model outputs and reports. Given that models are used across the Corporation, model risk impacts all risk types including credit, market and operational risks. The Enterprise Model Risk Policy defines model risk standards, consistent with our Risk Framework and risk appetite, prevailing regulatory guidance and industry best practice. All models, including risk management, valuation and regulatory capital models, must meet certain validation criteria, including effective challenge of the conceptual soundness of the model, independent model testing and ongoing monitoring through outcomes analysis and benchmarking. The Enterprise Model Risk Committee, a subcommittee of the MRC, oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation.
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 79.
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.

73 Bank of America


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 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 risks 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, which 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 47.
GRM 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 41 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 41 presents the VaR for the 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. Market risk VaR for trading activities, as presented in Table 41, differs from VaR used for regulatory capital calculations due to the holding period used.
Bank of America 74


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 41 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.
Table 41 presents year-end, average, high and low daily trading VaR for 2023 and 2022 using a 99 percent confidence level. The amounts disclosed in Table 41 and Table 42 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 annual average of total covered positions and less liquid trading positions portfolio VaR for 2023 decreased compared to 2022, primarily due to the roll off of March 2020 market volatility from the window of historical data used in the calibration of the VaR model.
Table 41Market Risk VaR for Trading Activities
20232022
(Dollars in millions)Year
End
Average
High (1)
Low (1)
Year
End
Average
High (1)
Low (1)
Foreign exchange$29 $29 $43 $12 $38 $21 $39 $12 
Interest rate51 48 86 32 36 36 56 24 
Credit53 60 108 43 76 71 106 52 
Equity9 18 56 9 18 20 33 12 
Commodities9 9 14 6 13 27 
Portfolio diversification(90)(100)n/an/a(81)(91)n/an/a
Total covered positions portfolio61 64 92 41 95 70 140 42 
Impact from less liquid exposures (2)
12 20 n/an/a35 38 n/an/a
Total covered positions and less liquid trading positions portfolio73 84 149 52 130 108 236 61 
Fair value option loans16 25 49 14 48 51 65 37 
Fair value option hedges11 14 20 9 16 17 24 13 
Fair value option portfolio diversification(12)(23)n/an/a(38)(36)n/an/a
Total fair value option portfolio15 16 30 10 26 32 44 23 
Portfolio diversification(9)(8)n/an/a(11)n/an/a
Total market-based portfolio$79 $92 173 58 $165 $129 287 70 
(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 designatedrelevant.
(2)Impact is net of diversification effects between the covered positions and less liquid trading positions portfolios.
n/a = not applicable
The following graph presents the daily covered positions and less liquid trading positions portfolio VaR for 2023, corresponding to the data in qualifying accounting hedge relationships (referredTable 41.
Updated Chart for 10K - Final (002).jpg

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Additional VaR statistics produced within our single VaR model are provided in Table 42 at the same level of detail as in Table 41. 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 42 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 2023 and 2022.
Table 42Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
December 31, 2023December 31, 2022
(Dollars in millions)99 percent95 percent99 percent95 percent
Foreign exchange$29 $19 $21 $12 
Interest rate48 26 36 17 
Credit60 30 71 28 
Equity18 8 20 11 
Commodities9 5 13 
Portfolio diversification(100)(54)(91)(46)
Total covered positions portfolio64 34 70 29 
Impact from less liquid exposures20 7 38 
Total covered positions and less liquid trading positions portfolio84 41 108 36 
Fair value option loans25 12 51 14 
Fair value option hedges14 9 17 10 
Fair value option portfolio diversification(23)(13)(36)(13)
Total fair value option portfolio16 8 32 11 
Portfolio diversification(8)(5)(11)(7)
Total market-based portfolio$92 $44 $129 $40 
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 help confirm 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 intra-day trading revenues.
We conduct daily backtesting on the VaR results used for regulatory capital calculations as otherwell as the VaR results for key legal entities, regions and risk factors. These results are

reported to senior market risk management. Senior management activities). regularly reviews and evaluates the results of these tests.
During 2023, there were no days where this subset of trading revenue had losses that exceeded 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. 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 2023 and 2022. During 2023, positive trading-related revenue was recorded for 100 percent of the trading days, of which 93 percent were daily trading gains of over $25 million. This compares to 2022 where positive trading-related revenue was recorded for 99 percent of the trading days, of which 90 percent were daily trading gains of over $25 million, and the largest loss was $9 million.

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Histogram 2023 10K.jpg
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 44.
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 future direction of interest rate movements as implied by market-based forward curves.
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 banking book 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 43 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 2023 and 2022.
Table 43Forward Rates
December 31, 2023
 Federal
Funds

SOFR (1)
10-Year
SOFR (1)
Spot rates5.50 %5.38 %3.47 %
12-month forward rates3.89 3.93 3.32 
December 31, 2022
Federal
Funds
Three-month
LIBOR
10-Year
Swap
Spot rates4.50 %4.77 %3.84 %
12-month forward rates4.75 4.78 3.62 
(1) The Corporation managesuses SOFR in its baseline forecast as one of the primary alternative reference rates used as a result of the cessation of LIBOR in 2023.
Table 44 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 2023 and
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2022 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. The interest rate scenarios also assume U.S. dollar interest rates are floored at zero.
During 2023, the overall decrease in asset sensitivity of our balance sheet to higher and lower rate scenarios was primarily due to changes in deposit product mix and ALM portfolio activity. We continue to be asset sensitive to a parallel upward move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates negatively impact the fair value of our debt securities classified as available for sale and 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 would be reduced over time by offsetting positive impacts to net interest income generated from the banking book activities. For more information on Basel 3, see Capital Management – Regulatory Capital on page 48.
Table 44Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
Short
Rate (bps)
Long
Rate (bps)
December 31
(Dollars in millions)20232022
Parallel Shifts
+100 bps
instantaneous shift
+100+100$3,476 $3,829 
 -100 bps
  instantaneous shift
-100-100(3,077)(4,591)
Flatteners  
Short-end
instantaneous change
+100— 3,242 3,698 
Long-end
instantaneous change
— -100(257)(157)
Steepeners  
Short-end
instantaneous change
-100 — (2,773)(4,420)
Long-end
instantaneous change
— +100272 131 
The sensitivity analysis in Table 44 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 currency 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 44 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, the increase in net interest income would be impacted by any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding deposits or market-based funding, as our benefit in those scenarios would be reduced. Conversely, in lower-rate scenarios, any customer activity that results in the replacement of higher yielding deposits or market-based funding with low-cost or noninterest-bearing deposits would reduce our exposure in those scenarios.
For interest rate scenarios larger than 100 bps shifts, it is expected that the interest rate sensitivity will illustrate non-linear behaviors as there are numerous estimates and
assumptions, which require a high degree of judgment and are often interrelated, that could impact the outcome. Pertaining to the mortgage-backed securities and residential mortgage portfolio, if long-end interest rates were to significantly decrease over the next twelve months, for example over 200 bps, there would generally be an increase in customer prepayment behaviors with an incremental reduction to net interest income, noting that the extent of changes in customer prepayment activity can be impacted by multiple factors and is not necessarily limited to long-end interest rates. Conversely, if long-end interest rates were to significantly increase over the next twelve months, for example, over 200 bps, customer prepayments would likely modestly decrease and result in an incremental increase to net interest income. In addition, deposit pricing will have non-linear impacts to larger short-end rate movements. In decreasing interest rate scenarios, and particularly where interest rates have decreased to small amounts, the ability to further reduce rates paid is reduced as customer rates near zero. In higher short-end rate scenarios, deposit pricing will likely increase at a faster rate, leading to incremental interest expense and reducing asset sensitivity. While the impact related to the above assumptions used in the asset sensitivity analysis can provide directional analysis on how net interest income will be impacted in changing environments, the ultimate impact is dependent upon the interrelationship of the assumptions and factors, which vary in different macroeconomic scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
We use interest rate and foreign exchange derivative contracts in our ALM activities to manage our interest rate and foreign exchange risks. Specifically, we use those derivatives to manage both the variability in cash flows and changes in fair value of various assets and liabilities arising from those risks. Our interest rate derivative contracts are generally non-leveraged swaps tied to various benchmark interest rates and foreign exchange basis swaps, options, futures and forwards, and our foreign exchange contracts include cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options.
The derivatives used in our ALM activities can be split into two broad categories: designated accounting hedges and other risk management derivatives. Designated accounting hedges are primarily used to manage our exposure to interest rates as described in the Interest Rate Risk Management for the Banking Book section and are included in the sensitivities presented in Table 44. The Corporation also uses foreign currency derivatives in accounting hedges to manage substantially all of the foreign exchange risk of our foreign operations. By hedging the foreign exchange risk of our foreign operations, the Corporation's market risk exposure in this area is not significant.
Risk management derivatives are predominantly used to hedge foreign exchange risks related to various foreign currency-denominated assets and liabilities and eliminate substantially all foreign currency exposures in the cash flows of the Corporation’s non-trading foreign currency-denominated financial instruments. These foreign exchange derivatives are sensitive to other market risk exposures such as cross-currency basis spreads and interest rate risk. However, as these features are not a significant component of these foreign exchange derivatives, the market risk related to this exposure is not significant. For more information on the accounting for derivatives, see Note 3 – Derivatives to the Consolidated Financial Statements.
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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 loans held-for-sale 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 hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contracts and securities.
During 2023, 2022, and 2021 we recorded gains of $127 million, $78 million and $39 million. 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). We are subject to comprehensive regulation under federal and state laws, rules and regulations in the U.S. and the laws of the various jurisdictions in which we operate, including those related to financial crimes and anti-money laundering, market conduct, trading activities, fair lending, privacy, data protection and unfair, deceptive or abusive acts or practices.
Operational risk is the risk of loss resulting from inadequate or failed processes or systems, people or external events, and includes legal risk. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. The Corporation faces a number of key operational risks including third-party risk, model risk, conduct risk, technology risk, information security risk and data risk. Operational risk can result in financial losses and reputational impacts and is a component in the calculation of total RWA used in the Basel 3 capital calculation. For more information on Basel 3 calculations, see Capital Management on page 47.
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 third-party dependencies and 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. Collectively, these efforts are important to strengthen their compliance and operational resiliency, which is the ability to deliver critical operations through disruption.
Global Compliance and Operational Risk teams independently assess compliance and operational risk, monitor business activities and processes and evaluate FLUs and control functions for adherence to applicable laws, rules and regulations, including identifying issues and risks, and reporting on the state of the control environment. Corporate Audit provides an independent assessment and validation through testing of key compliance and operational risk processes and controls across the Corporation.
The Corporation's Global Compliance – Enterprise Policy and Operational Risk Management – Enterprise Policy set the requirements for reporting compliance and operational risk information to executive management as well as the Board or appropriate Board-level committees and reflect Global Compliance and Operational Risk’s responsibilities for conducting independent oversight of the Corporation’s compliance and operational risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC, and operational risk through its ERC.
Cybersecurity
Risk Management and Strategy
Cybersecurity is a key operational risk facing the Corporation. We, our employees, customers, regulators and third parties are ongoing targets of an increasing number of cybersecurity threats and cyberattacks and, accordingly, the Corporation devotes considerable resources to the establishment and maintenance of processes for assessing, identifying and managing cybersecurity risk through its global workforce and 24/7 cyber operations centers around the world. The Corporation takes a cross-functional approach to addressing cybersecurity risk, with our Global Technology, Global Risk Management, Legal and Corporate Audit functions playing key roles. In addition, the Corporation’s processes related to cybersecurity risk are an element of and integrated with the Corporation’s comprehensive risk program, including our risk framework. For more information on the Corporation’s Cybersecurity risk, see Item 1A. Risk Factors – Business Operations beginning on page 14. For more information on our approach to risk management, including our risk management governance framework, see Managing Risk on page 44.
As part of the Corporation’s overall risk management program, the Corporation’s Global Information Security (GIS) Program is supported by three lines of defense. As the first line of defense, the GIS team is responsible for the day-to-day management of the GIS Program, which includes defining policies and procedures designed to safeguard the Corporation’s information systems and the information those systems collect, process, maintain, use, share, disseminate and dispose of. As the second line of defense, Global Compliance and Operational Risk independently assesses, monitors and tests cybersecurity risk across the Corporation, as well as the effectiveness of the GIS Program. As the third line of defense, Corporate Audit conducts additional independent review and validation of the first-line and second-line processes and functions.
The Corporation seeks to mitigate cybersecurity risk and associated legal, financial, reputational, operational and/or regulatory risks by employing a multi-faceted GIS Program,
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through various policies, procedures and playbooks, that are focused on governing, preparing for, identifying, preventing, detecting, mitigating, responding to and recovering from cybersecurity threats and cybersecurity incidents suffered by the Corporation and its third-party service providers, as well as effectively operating the Corporation’s processes. Our business continuity policy, standards and procedures are designed to maintain the availability of business functions and enable impacted units within the Corporation and its third-party service providers to achieve strategic objectives in the event of a cybersecurity incident. In accordance with the Corporation’s cyber incident response framework, GIS, including its incident response team, tracks, documents, responds to and analyzes cybersecurity threats and cybersecurity incidents, including those experienced by the Corporation’s third-party service providers that may impact the Corporation. Additionally, the Corporation has a process for assembling multi-stakeholder executive response teams to monitor and coordinate cross-functional responses to certain cybersecurity incidents.
As part of the GIS Program, the Corporation leverages both internal and external assessments and partnerships with industry leaders. The Corporation engages third-party assessors, consultants, auditors and other third-party professionals to evaluate and test its cybersecurity program and provide guidance on operating and improving the GIS Program, including the design and operational effectiveness of the security and resiliency of our information systems.
The Corporation focuses on and has processes to oversee cybersecurity risk associated with its third-party service providers. As part of its cybersecurity risk management processes, the Corporation maintains an enterprise-wide program that defines standards for the planning, sourcing, management, and oversight of third-party relationships and third-party access to its information system, facilities, and/or confidential or proprietary data. The Corporation has established security requirements applicable to third-party service providers, and where permitted by contract, cybersecurity diligence is conducted to assess the alignment of third-party service providers’ cybersecurity programs with the Corporation’s cybersecurity requirements.
While we and our third parties have experienced cybersecurity incidents, as well as adverse impacts from such incidents, we have not experienced material losses or other material consequences relating to cybersecurity incidents experienced by us or our third parties. However, we expect to continue to experience cybersecurity incidents resulting in adverse impacts with increased frequency and severity due to the evolving threat environment, and there can be no assurance that future cybersecurity incidents, including incidents experienced by our third parties, will not have a material adverse impact on the Corporation, including its business strategy, results of operations and/or financial condition.
Governance
Through established governance structures, the Corporation has policies, processes and practices to help facilitate oversight of cybersecurity risk. In accordance with these policies, processes and practices, the Corporation’s three lines of defense, and management, strive to prepare for, identify, prevent, detect, mitigate, respond to and recover from cybersecurity threats and incidents, monitor performance, and escalate to executive management, the committees of the Corporation’s Board and/or to the Board, as appropriate. Additionally, GIS reports cybersecurity incidents that meet certain criteria to the Legal Department for further escalation and evaluation for materiality
and potential disclosure, which includes the consideration of relevant quantitative and qualitative factors.
The Board is actively engaged in the oversight of the GIS Program and devotes considerable time and attention to the oversight and mitigation of cybersecurity risk. The Board, which includes members with technology and cybersecurity experience, oversees management’s approach to staffing, policies, processes and practices to address cybersecurity risk. The Board and its ERC, which is responsible for reviewing cybersecurity risk, each receive regular presentations, memoranda and reports throughout the year from our Chief Technology and Information Officer (CTIO) and our Chief Information Security Officer (CISO) on internal and external cybersecurity developments, threats and risks. On a quarterly basis, GIS sends the Board a memorandum highlighting relevant cybersecurity developments and a document detailing the performance metrics for the GIS Program.
The Board receives prompt and timely information from management on cybersecurity incidents, including cybersecurity incidents experienced by the Corporation’s third-party service providers, that may pose significant risk to the Corporation, and continues to receive regular reports on any such incidents until their conclusion. Additionally, the Board receives quarterly reports on the performance of the Corporation’s cybersecurity risk appetite metrics, including metrics on vulnerabilities and third-party cybersecurity risks and incidents and is notified promptly if a Board-level cybersecurity risk limit is breached.
Our ERC also annually reviews and approves our GIS Program and our Information Security Policy, which establish administrative, technical, and physical safeguards designed to protect the security, confidentiality and integrity of customer records and information in accordance with the Gramm-Leach-Bliley Act and the interagency guidelines issued thereunder, and applicable laws globally.
Under the Board’s oversight, management works closely with key stakeholders, including regulators, government agencies, law enforcement, peer institutions and industry groups, and develops and invests in talent and innovative technology in order to better manage cybersecurity risk.
Our most senior cybersecurity employees are the CTIO and CISO, who are primarily responsible for managing and assessing cybersecurity risk. The CISO oversees a team of more than 3,000 information security professionals spanning the globe. The CISO and the GIS senior leadership team of ten individuals have deep cybersecurity expertise, with over 100 years of collective experience working in the cybersecurity field, both at the Corporation and other companies in various industries. Additionally, certain members of the GIS leadership team hold leadership roles in sector-specific information and infrastructure security organizations, including the Financial Services Information Sharing and Analysis Center and the Financial Services Sector Coordinating Council. Employees across the Corporation also play a role in protecting the Corporation from cybersecurity threats and receive periodic training and education on cybersecurity-related topics.
Reputational Risk Management
Reputational risk is the risk that negative perception of the Corporation may adversely impact profitability or operations. Reputational risk may result from many of the Corporation’s activities, including those related to the management of strategic, operational, compliance, liquidity, market (price and interest rate) and credit risks.
The Corporation manages reputational risk through established policies and controls embedded throughout its
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business and risk management processes. We proactively monitor and identify potential reputational risk events and have processes established to mitigate reputational risks in a timely manner. 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, and implementing communication strategies to mitigate the risk. The Corporation’s organization and governance structure provides oversight of reputational risks. Reputational risk reporting is provided regularly and directly to senior management and the ERC, which provides primary oversight of reputational risk. In addition, each FLU has a committee, which includes representatives from Legal and Risk, that is responsible for the oversight of reputational risk, including approval for business activities that present elevated levels of reputational risks.
Climate Risk
Climate Risk Management
Climate risk is the risk that climate change or actions taken to mitigate climate change expose the Corporation to economic, operational or reputational harm. Climate-related risks are divided into two major categories, both of which span across the seven key risk types discussed in Managing Risk on page 44: (1) Physical Risk: risks related to the physical impacts of climate change, driven by extreme weather events such as hurricanes and floods, as well as chronic longer-term shifts such as rising average global temperatures and sea levels, and (2) Transition Risk: risks related to the transition to a low-carbon economy, which may entail extensive policy, legal, technology and market changes.
Physical risks of climate change, such as more frequent and severe extreme weather events, can increase the Corporation’s risks, including credit risk by diminishing borrowers’ repayment capacity or collateral values, and operational risk by negatively impacting the Corporation’s facilities, employees, or vendors. Transition risks of climate change may amplify credit risks through the financial impacts of changes in policy, technology or the market on the Corporation or our counterparties. Unanticipated market changes can lead to sudden price adjustments and give rise to heightened market risk. Reputational risk can arise if we do not meet our climate-related commitments and/or goals, or are perceived to be inadequately responsive to climate change or otherwise.
Our approach to managing climate risk is consistent with our risk management governance structure, from senior management to our Board and its committees, including the ERC and the Corporate Governance, ESG and Sustainability Committee (CGESC) of the Board, which regularly discuss climate-related topics. The ERC oversees climate risk as set forth in our Risk Framework and Risk Appetite Statement. The CGESC is responsible for overseeing the Corporation’s environmental and social sustainability-related activities and practices, and regularly reviews the Corporation’s climate-related work and policies. The Climate Risk Council consists of leaders across risk, FLU and control functions, and meets routinely to discuss our approach to managing climate-related risks.
Our climate risk management efforts are overseen by an officer who reports to the CRO. The Corporation has a Climate and Environmental Risk Management function that is responsible for overseeing climate risk management. They are
responsible for establishing the Climate Risk Framework and governance structure, and providing independent assessment and challenge of enterprise-wide climate risks.
Based on the Corporation’s Risk Framework, in 2023 we created our internal Climate Risk Framework, which addresses how the Corporation identifies, measures, monitors and controls climate risk by enhancing existing risk management processes and also includes examples of how it manifests across the seven risk types. It details the roles and responsibilities for climate risk management across our three lines of defense as noted above.
For more information on our governance framework, see Managing Risk on page 44. For more information on climate risk, see Item 1A. Risk Factors on page 8.
Climate-related Goals and Targets
In 2021, the Corporation committed to achieving net zero greenhouse gas emissions before 2050 in our financing activities, operations and supply chain (Net Zero goal), and in 2022, we released our Approach to ZeroTM, a framework for how we plan to achieve our Net Zero goal. In line with this approach, we have set interim 2030 targets across our financing activities (2030 Financing Activity Emissions Targets), operations and supply chain, all of which are further supported and complemented by our $1.5 trillion sustainable finance goal (which is aligned with the 17 UN Sustainable Development Goals) of which $1 trillion is dedicated to supporting the transition toward a low-carbon economy, including capital mobilized across clean energy sectors and tailored financial solutions for emerging areas of the low-carbon economy. In particular, we announced 2030 Financing Activity Emissions Targets for auto manufacturing, aviation, cement, energy, and power generation sectors and expect to continue to set targets for other sectors that are significant contributors to global greenhouse gas emissions and therefore prioritized by us.
Achieving our climate--related goals and targets, including our Net Zero goal and 2030 Financing Activity Emissions Targets, may require technological advances, clearly defined roadmaps for industry sectors, better emissions data reporting, new standards and public policies, including those that improve the cost of capital for the transition to a low-carbon economy, as well as strong and active engagement with customers, suppliers, investors, government officials and other stakeholders. Given the extended period of these and other climate-related goals we have established, our initiatives have not resulted in a significant effect on our results of operations or financial position in the relevant periods presented herein.
For more information on climate-related matters and the Corporation’s climate-related goals and commitments, including plans to achieve its Net Zero goal and 2030 Financing Activity Emissions Targets and progress on its sustainable finance goals, see the Corporation’s website, including its 2023 Task Force on Climate-related Financial Disclosures (TCFD) Report. The contents of the Corporation’s website, including the 2023 TCFD Report is not incorporated by reference into this Annual Report on Form 10-K.
The foregoing discussion and the statements on the Corporations’ website, including in the 2023 TCFD Report regarding its goals and commitments with respect to climate risk management, such as environmental transition considerations, contain “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. 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
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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.
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. 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 includes the allowance for loan and lease losses and the reserve for unfunded lending commitments. Our process for determining the allowance for credit losses is discussed in Note 1 – Summary of Significant Accounting Principles and Note 5 – Outstanding Loans and Leases and Allowance for Credit Lossesto the Consolidated Financial Statements.
The determination of the allowance for credit losses is based on numerous estimates and assumptions, which require a high degree of judgment and are often interrelated. A critical judgment in the process is the weighting of our forward-looking macroeconomic scenarios that are incorporated into our quantitative models. As any one economic outlook is inherently uncertain, the Corporation uses multiple macroeconomic scenarios in its ECL calculation, which have included a baseline
scenario derived from consensus estimates, an adverse scenario reflecting an extended moderate recession, a downside scenario reflecting persistent inflation and interest rates above the baseline scenario, a tail risk scenario similar to the severely adverse scenario used in stress testing and an upside scenario that considers the potential for improvement above the baseline scenario. The overall economic outlook is weighted towards a recessionary environment in the first half of 2024, with lower gross domestic product (GDP) growth and higher unemployment rate expectations as compared to what we experienced in the prior year. Generally, as the consensus estimates improve or deteriorate, the allowance for credit losses will change in a similar direction. There are multiple variables that drive the macroeconomic scenarios with the key variables including, but not limited to, U.S. GDP and unemployment rates. As of December 31, 2022, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 5.6 percent, 5.0 percent and 4.5 percent in the fourth quarters of 2023, 2024 and 2025, respectively, and the weighted macroeconomic outlook for U.S. GDP was forecasted to contract 0.4 percent and grow 1.2 percent and 1.9 percent year-over-year in the fourth quarters of 2023, 2024 and 2025, respectively. As of December 31, 2023, the latest consensus estimates for the U.S. average unemployment rate for the fourth quarter of 2023 was 3.9 percent and U.S. GDP was forecasted to grow 2.6 percent year-over-year in the fourth quarter of 2023, reflecting a tighter labor market and healthy growth compared to our macroeconomic outlook as of December 31, 2022, and were factored into our allowance for credit losses estimate as of December 31, 2023. In addition, as of December 31, 2023, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 4.9 percent in the fourth quarters of both 2024 and 2025, and the weighted macroeconomic outlook for U.S. GDP was forecasted to grow 0.3 percent and 1.4 percent year-over-year in the fourth quarters of 2024 and 2025.
In addition to the above judgments and estimates, the allowance for credit losses can also be impacted by unanticipated changes in asset quality of the portfolio, such as increases or decreases in credit and/or internal risk ratings in our commercial portfolio, improvement or deterioration in borrower delinquencies or credit scores in our credit card portfolio and increases or decreases in home prices, which is a primary driver of LTVs, in our consumer real estate portfolio, all of which have some degree of uncertainty. The allowance for credit losses increased to $14.6 billion from $14.2 billion at December 31, 2022, primarily due to a reserve build in our
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consumer portfolio driven by credit card loan growth and asset quality, partially offset by a reserve release in our commercial portfolio primarily driven by improved macroeconomic conditions applicable to the commercial portfolio.
To provide an illustration of the sensitivity of the macroeconomic scenarios and other assumptions on the estimate of our allowance for credit losses, the Corporation compared the December 31, 2023 modeled ECL from the baseline scenario and our adverse scenario. Relative to the baseline scenario, the adverse scenario assumed a peak U.S. unemployment rate of over two percentage points higher than the baseline scenario, a decline in U.S. GDP followed by a prolonged recovery and a lower home price outlook with a difference of approximately 16 percent at the trough. This sensitivity analysis resulted in a hypothetical increase in the allowance for credit losses of approximately $3.8 billion.
While the sensitivity analysis may be useful to understand how changes in macroeconomic assumptions could impact our modeled ECLs, it is not meant to forecast how our allowance for credit losses is expected to change in a different macroeconomic outlook. Importantly, the analysis does not incorporate a variety of factors, including qualitative reserves and the weighting of alternate scenarios, which could have offsetting effects on the estimate. Considering the variety of factors contemplated when developing and weighting macroeconomic outlooks such as recent economic events, leading economic indicators, views of internal and third-party economists and industry trends, in addition to other qualitative factors, the Corporation believes the allowance for credit losses at December 31, 2023 is appropriate.
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 more 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.
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 assetsLevel 3 financial instruments may be hedged with derivatives classified as Level 1 or derivative liabilities on the Consolidated Balance Sheet2; therefore, gains or losses associated with changes in fair value included in market making and similar activities.
Derivatives used for other risk management activities are included in derivative assetsLevel 3 financial instruments may be offset by gains or derivative liabilities. Derivatives usedlosses associated with financial instruments classified 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 effectlevels 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)hierarchy. The Level 3 gains 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 in market making and similar activities. 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 market making and similar activities and 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 arelosses recorded in earnings together and in the same income statement line item with changes in thedid 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 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. The Corporation also uses cash flow hedges to hedge the price risk associated with deferred compensation. Changes in the fair value of derivatives used in cash flow hedges are recorded in accumulated other comprehensive income (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 market making and similar activities.
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 market making and similar activities. Substantially all other debt securities purchased aresignificant inputs 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 market making and similar activities. HTM debt securities are debt securities that management has the intent and ability to hold to maturity and are reported at amortized cost.
The Corporation evaluates each AFS security where the value has declined below amortized cost. 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 through earnings. For AFS debt securities the Corporation intends to hold, the Corporation evaluates the debt securities for expected credit losses (ECL), except for debt securities that are
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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 2023, 2022 and 2021, 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.
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 17 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 7 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
The Corporation tests its goodwill for impairment on June 30 of each year or more frequently if events or circumstances indicate a potential impairment. We completed our annual goodwill impairment test as of June 30, 2023, by performing a quantitative assessment to compare the fair value of each reporting unit to its carrying value as measured by allocated equity. Based on our assessment, we have concluded that goodwill was not impaired.
The Corporation chose to perform the quantitative assessment as compared to a qualitative assessment that was performed in the prior year due to the level of interest rates and other market conditions existing at June 30, 2023. The quantitative assessment used a combination of an income approach (which utilizes the present value of cash flows to estimate fair value) and a market multiplier approach (which utilizes observable market prices and metrics of peer companies to estimate fair value). The main assumptions used in the income approach are the Corporation’s three-year internal forecasts along with long-term terminal growth values. The main assumptions used in the market multiplier approach are primarily enterprise value and equity multiples from comparable publicly traded companies in industries similar to the reporting unit.
Certain Contingent Liabilities
For more information on the complex judgments associated with certain contingent liabilities, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
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Non-GAAP Reconciliations
Tables 45 and 46 provide reconciliations of certain non-GAAP financial measures to GAAP financial measures.
Table 45
Annual Reconciliations to GAAP Financial Measures (1)
(Dollars in millions, shares in thousands)202320222021
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity   
Shareholders’ equity$283,353 $270,299 $273,757 
Goodwill(69,022)(69,022)(69,005)
Intangible assets (excluding MSRs)(2,039)(2,117)(2,177)
Related deferred tax liabilities893 922 916 
Tangible shareholders’ equity$213,185 $200,082 $203,491 
Preferred stock(28,397)(28,318)(23,970)
Tangible common shareholders’ equity$184,788 $171,764 $179,521 
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equity  
Shareholders’ equity$291,646 $273,197 $270,066 
Goodwill(69,021)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,075)(2,153)
Related deferred tax liabilities874 899 929 
Tangible shareholders’ equity$221,502 $202,999 $199,820 
Preferred stock(28,397)(28,397)(24,708)
Tangible common shareholders’ equity$193,105 $174,602 $175,112 
Reconciliation of year-end assets to year-end tangible assets  
Assets$3,180,151 $3,051,375 $3,169,495 
Goodwill(69,021)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,075)(2,153)
Related deferred tax liabilities874 899 929 
Tangible assets$3,110,007 $2,981,177 $3,099,249 
(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 29.
Table 46
Quarterly Reconciliations to GAAP Financial Measures (1)
2023 Quarters2022 Quarters
(Dollars in millions)FourthThirdSecondFirstFourthThirdSecondFirst
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity        
Shareholders’ equity$288,618 $284,975 $282,425 $277,252 $272,629 $271,017 $268,197 $269,309 
Goodwill(69,021)(69,021)(69,022)(69,022)(69,022)(69,022)(69,022)(69,022)
Intangible assets (excluding MSRs)(2,010)(2,029)(2,049)(2,068)(2,088)(2,107)(2,127)(2,146)
Related deferred tax liabilities886 890 895 899 914 920 926 929 
Tangible shareholders’ equity$218,473 $214,815 $212,249 $207,061 $202,433 $200,808 $197,974 $199,070 
Preferred stock(28,397)(28,397)(28,397)(28,397)(28,982)(29,134)(28,674)(26,444)
Tangible common shareholders’ equity$190,076 $186,418 $183,852 $178,664 $173,451 $171,674 $169,300 $172,626 
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equity        
Shareholders’ equity$291,646 $287,064 $283,319 $280,196 $273,197 $269,524 $269,118 $266,617 
Goodwill(69,021)(69,021)(69,021)(69,022)(69,022)(69,022)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,016)(2,036)(2,055)(2,075)(2,094)(2,114)(2,133)
Related deferred tax liabilities874 886 890 895 899 915 920 926 
Tangible shareholders’ equity$221,502 $216,913 $213,152 $210,014 $202,999 $199,323 $198,902 $196,388 
Preferred stock(28,397)(28,397)(28,397)(28,397)(28,397)(29,134)(29,134)(27,137)
Tangible common shareholders’ equity$193,105 $188,516 $184,755 $181,617 $174,602 $170,189 $169,768 $169,251 
Reconciliation of period-end assets to period-end tangible assets        
Assets$3,180,151 $3,153,090 $3,123,198 $3,194,657 $3,051,375 $3,072,953 $3,111,606 $3,238,223 
Goodwill(69,021)(69,021)(69,021)(69,022)(69,022)(69,022)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,016)(2,036)(2,055)(2,075)(2,094)(2,114)(2,133)
Related deferred tax liabilities874 886 890 895 899 915 920 926 
Tangible assets$3,110,007 $3,082,939 $3,053,031 $3,124,475 $2,981,177 $3,002,752 $3,041,390 $3,167,994 
(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 29.
85 Bank of America


Item 7A. Quantitative and Qualitative Disclosures about Market Risk
See Market Risk Management on page 73 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
Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses
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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, 2023 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, 2023, the Corporation’s internal control over financial reporting is effective.
The Corporation’s internal control over financial reporting as of December 31, 2023 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, 2023.
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Brian T. Moynihan
Chair, Chief Executive Officer and President

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Alastair M. Borthwick
Chief Financial Officer

87 Bank of America


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 (the “Corporation”) as of December 31, 2023 and 2022, 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, 2023, 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, 2023, 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, 2023 and 2022, and the results of its operations and its cash flows for each of the three years in the period ended December 31, 2023 in 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, 2023, 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.
Critical Audit Matters
The critical audit matters communicated below are matters arising from the current period audit of the consolidated financial statements that were communicated or required to be communicated to the audit committee and that (i) relate to accounts or disclosures that are material to the consolidated financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical audit matters or on the accounts or disclosures to which they relate.
Allowance for Loan and Lease Losses - Commercial and Consumer Card Loans
As described in Notes 1 and 5 to the consolidated financial statements, the allowance for loan and lease losses represents management’s estimate of the expected credit losses in the Corporation’s loan and lease portfolio, excluding loans and unfunded lending commitments accounted for under the fair value option. As of December 31, 2023, the allowance for loan and lease losses was $13.3 billion on total loans and leases of $1,050.2 billion, which excludes loans accounted for under the fair value option. For commercial and consumer card loans, the expected credit loss is typically estimated using quantitative methods that consider a variety of factors such as historical
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guaranteed byloss experience, the U.S. Treasury, U.S. government agencies or sovereign entities of highcurrent credit quality whereof the portfolio as well as an economic outlook over the life of the loan. In its loss forecasting framework, the Corporation appliesincorporates forward looking information through the use of macroeconomic scenarios applied over the forecasted life of the assets. These macroeconomic scenarios include variables that have historically been key drivers of increases and decreases in credit losses. These variables include, but are not limited to, unemployment rates, real estate prices, gross domestic product levels and corporate bond spreads. The scenarios that are chosen and the weighting given to each scenario depend on a zero credit loss assumption. Forvariety of factors including recent economic events, leading economic indicators, views of internal as well as third-party economists and industry trends. Also included in the remaining AFS debt securities,allowance for loan and lease losses are qualitative reserves to cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions. Factors that the Corporation considers qualitative parametersinclude changes in lending policies and procedures, business conditions, the nature and size of the portfolio, portfolio concentrations, the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as internalcompetition, and external credit ratingslegal and regulatory requirements, among others. Further, the Corporation considers the inherent uncertainty in quantitative models that are built on historical data.
The principal considerations for our determination that performing procedures relating to the allowance for loan and lease losses for the commercial and consumer card portfolios is a critical audit matter are (i) the significant judgment and estimation by management in developing lifetime economic forecast scenarios and related weightings to each scenario, which in turn led to a high degree of auditor judgment, subjectivity and effort in performing procedures and in evaluating audit evidence obtained, and (ii) the audit effort involved professionals with specialized skill and knowledge.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the allowance for loan and lease losses, including controls over the evaluation and approval of models, forecast scenarios and related weightings, and qualitative reserves. These procedures also included, among others, testing management’s process for estimating the allowance for loan and lease losses, including (i) evaluating the appropriateness of the loss forecast models and methodology, (ii) evaluating the reasonableness of certain macroeconomic variables, (iii) evaluating the reasonableness of management’s development, selection and weighting of lifetime economic forecast scenarios used in the loss forecast models, (iv) testing the completeness and accuracy of data used in the estimate, and (v) evaluating the reasonableness of certain qualitative reserves made to the model output results to determine the overall allowance for loan and lease losses. The procedures also included the involvement of professionals with specialized skill and knowledge to assist in evaluating the appropriateness of certain loss forecast models, the reasonableness of economic forecast scenarios
and related weightings and the valuereasonableness of underlying collateral. If an AFS debt security fails anycertain qualitative reserves.
Valuation of Certain Level 3 Financial Instruments
As described in Notes 1 and 20 to the qualitative parameters, a discounted cash flow analysis is used byconsolidated financial statements, the Corporation to determine ifcarries certain financial instruments at fair value, which includes $9.3 billion of assets and $6.6 billion of liabilities classified as Level 3 fair value measurements that are valued on a portionrecurring basis and $3.9 billion of assets classified as Level 3 fair value measurements that are valued on a nonrecurring basis, for which the unrealized loss is a resultdetermination of an expected credit loss.fair value requires significant management judgment or estimation. The Corporation will then recognize either credit loss expense or a reversal of credit loss expense in other income for the amount necessary to adjust the debt securities valuation allowance to its current estimate of excepted credit losses. Cash flows expected to be collected are estimated using all relevant information available such as remaining payment terms, prepayment speeds, the financial condition of the issuer, expected defaults and the value of the underlying collateral. 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 allowance recorded is limited to the difference between the amortized cost anddetermines the fair value of the asset.
The Corporation separately evaluates its HTM debt securities for any credit losses, of which substantially all qualify for the zero loss assumption. For the remaining securities, the Corporation performs aLevel 3 financial instruments using pricing models, discounted cash flow analysismethodologies, or similar techniques that require inputs that are both unobservable and are significant to estimate any credit losses which are then recognizedthe overall fair value measurement. Unobservable inputs, such as part of the allowance for credit losses.
Interest on debt securities, including amortization of premiums and accretion of discounts, is included in interest income. Premiums and discounts are amortizedvolatility or accreted to interest income at a constant effectiveimplied yield, over the contractual lives of the securities. Realized gains and losses from the sales of debt securities aremay be determined using quantitative-based extrapolations, pricing models or other internal methodologies which incorporate management estimates and available market information.
The principal considerations for our determination that performing procedures relating to the specific identification method.
Equity securities with readily determinable fair values thatvaluation of certain Level 3 financial instruments is a critical audit matter are not held for trading purposes are carried at fair value with unrealized gainsthe significant judgment and losses included in other income. Equity securities that do not have readily determinable fair values are recorded at cost less impairment, if any, plus or minus qualifying observable price changes. These securities are reported in other assets.
Loans and Leases
Loans, with the exception of loans accounted for underestimation used by management to determine the fair value option, are measured at historical costof these financial instruments, which in turn led to a high degree of auditor judgment, subjectivity and reported at their outstanding principal balances neteffort in performing procedures and in evaluating audit evidence obtained, including the involvement of any unearned income, charge-offs, unamortized deferred feesprofessionals with specialized skill and costsknowledge.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on originated loans,the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the valuation of financial instruments, including controls related to valuation models, significant unobservable inputs, and for purchased loans, netdata. These procedures also included, among others, the involvement of any unamortized premiums or discounts. Loan origination feesprofessionalswith specialized skill and certain direct origination costs are deferred and recognized as adjustmentsknowledge to interest income over the livesassist in developing an independent estimate 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 interest reported in interest incomefor a sample of these certain financial instruments and changes incomparison of management’s estimate to the independently developed estimate of fair value reported in market makingvalue. Developing the independent estimate involved testing the completeness and similar activities or other income.accuracy of data provided by management and evaluating the reasonableness of management’s significant unobservable inputs.
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
pwcsignature.jpg


Charlotte, North Carolina
February 20, 2024

We have served as the level at which an entity developsCorporation’s auditor since 1958.


89 Bank of America


Bank of America Corporation and documentsSubsidiaries
Consolidated Statement of Income
(In millions, except per share information)202320222021
Net interest income 
Interest income$130,262 $72,565 $47,672 
Interest expense73,331 20,103 4,738 
Net interest income56,931 52,462 42,934 
Noninterest income 
Fees and commissions32,009 33,212 39,299 
Market making and similar activities12,732 12,075 8,691 
Other income(3,091)(2,799)(1,811)
Total noninterest income41,650 42,488 46,179 
Total revenue, net of interest expense98,581 94,950 89,113 
Provision for credit losses4,394 2,543 (4,594)
Noninterest expense
Compensation and benefits38,330 36,447 36,140 
Occupancy and equipment7,164 7,071 7,138 
Information processing and communications6,707 6,279 5,769 
Product delivery and transaction related3,608 3,653 3,881 
Professional fees2,159 2,142 1,775 
Marketing1,927 1,825 1,939 
Other general operating5,950 4,021 3,089 
Total noninterest expense65,845 61,438 59,731 
Income before income taxes28,342 30,969 33,976 
Income tax expense1,827 3,441 1,998 
Net income$26,515 $27,528 $31,978 
Preferred stock dividends and other1,649 1,513 1,421 
Net income applicable to common shareholders$24,866 $26,015 $30,557 
Per common share information 
Earnings$3.10 $3.21 $3.60 
Diluted earnings3.08 3.19 3.57 
Average common shares issued and outstanding8,028.6 8,113.7 8,493.3 
Average diluted common shares issued and outstanding8,080.5 8,167.5 8,558.4 
Consolidated Statement of Comprehensive Income
(Dollars in millions)202320222021
Net income$26,515 $27,528 $31,978 
Other comprehensive income (loss), net-of-tax:
Net change in debt securities573 (6,028)(2,077)
Net change in debit valuation adjustments(686)755 356 
Net change in derivatives3,919 (10,055)(2,306)
Employee benefit plan adjustments(439)(667)624 
Net change in foreign currency translation adjustments1 (57)(45)
Other comprehensive income (loss)3,368 (16,052)(3,448)
Comprehensive income (loss)$29,883 $11,476 $28,530 
















See accompanying Notes to Consolidated Financial Statements.
Bank of America 90


Bank of America Corporation and Subsidiaries
Consolidated Balance Sheet
December 31
(Dollars in millions)20232022
Assets
Cash and due from banks$27,892 $30,334 
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks305,181 199,869 
Cash and cash equivalents333,073 230,203 
Time deposits placed and other short-term investments8,346 7,259 
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $133,053 and $146,999 measured at fair value)
280,624 267,574 
Trading account assets (includes $130,815 and $115,505 pledged as collateral)
277,354 296,108 
Derivative assets39,323 48,642 
Debt securities: 
Carried at fair value276,852 229,994 
Held-to-maturity, at cost (fair value $496,597 and $524,267)
594,555 632,825 
Total debt securities871,407 862,819 
Loans and leases (includes $3,569 and $5,771 measured at fair value)
1,053,732 1,045,747 
Allowance for loan and lease losses(13,342)(12,682)
Loans and leases, net of allowance1,040,390 1,033,065 
Premises and equipment, net11,855 11,510 
Goodwill69,021 69,022 
Loans held-for-sale (includes $2,059 and $1,115 measured at fair value)
6,002 6,871 
Customer and other receivables81,881 67,543 
Other assets (includes $11,861 and $9,594 measured at fair value)
160,875 150,759 
Total assets$3,180,151 $3,051,375 
Liabilities  
Deposits in U.S. offices:  
Noninterest-bearing$530,619 $640,745 
Interest-bearing (includes $284 and $311 measured at fair value)
1,273,904 1,182,590 
Deposits in non-U.S. offices:
Noninterest-bearing16,427 20,480 
Interest-bearing102,877 86,526 
Total deposits1,923,827 1,930,341 
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $178,609 and $151,708 measured at fair value)
283,887 195,635 
Trading account liabilities95,530 80,399 
Derivative liabilities43,432 44,816 
Short-term borrowings (includes $4,690 and $832 measured at fair value)
32,098 26,932 
Accrued expenses and other liabilities (includes $11,473 and $9,752 measured at fair value
   and $1,209 and $1,540 of reserve for unfunded lending commitments)
207,527 224,073 
Long-term debt (includes $42,809 and $33,070 measured at fair value)
302,204 275,982 
Total liabilities2,888,505 2,778,178 
Commitments and contingencies (Note 6 – 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 – 4,088,099 and 4,088,101 shares
28,397 28,397 
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 7,895,457,665 and 7,996,777,943 shares
56,365 58,953 
Retained earnings224,672 207,003 
Accumulated other comprehensive income (loss)(17,788)(21,156)
Total shareholders’ equity291,646 273,197 
Total liabilities and shareholders’ equity$3,180,151 $3,051,375 
Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)
Trading account assets$6,054 $2,816 
Loans and leases18,276 16,738 
Allowance for loan and lease losses(826)(797)
Loans and leases, net of allowance17,450 15,941 
All other assets269 116 
Total assets of consolidated variable interest entities$23,773 $18,873 
Liabilities of consolidated variable interest entities included in total liabilities above  
Short-term borrowings (includes $23 and $42 of non-recourse short-term borrowings)$2,957 $42 
Long-term debt (includes $8,456 and $4,581 of non-recourse debt)8,456 4,581 
All other liabilities (includes $19 and $13 of non-recourse liabilities)19 13 
Total liabilities of consolidated variable interest entities$11,432 $4,636 
See accompanying Notes to Consolidated Financial Statements.
91 Bank of America


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)SharesAmount
Balance, December 31, 2020$24,510 8,650.8 $85,982 $164,088 $(1,656)$272,924 
Net income31,978 31,978 
Net change in debt securities(2,077)(2,077)
Net change in debit valuation adjustments356 356 
Net change in derivatives(2,306)(2,306)
Employee benefit plan adjustments624 624 
Net change in foreign currency translation adjustments(45)(45)
Dividends declared:
Common(6,575)(6,575)
Preferred(1,421)(1,421)
Issuance of preferred stock2,169 2,169 
Redemption of preferred stock(1,971)(1,971)
Common stock issued under employee plans, net, and other42.3 1,542 (6)1,536 
Common stock repurchased(615.3)(25,126)(25,126)
Balance, December 31, 2021$24,708 8,077.8 $62,398 $188,064 $(5,104)$270,066 
Net income27,528 27,528 
Net change in debt securities(6,028)(6,028)
Net change in debit valuation adjustments755 755 
Net change in derivatives(10,055)(10,055)
Employee benefit plan adjustments(667)(667)
Net change in foreign currency translation adjustments(57)(57)
Dividends declared:
Common(6,963)(6,963)
Preferred(1,596)(1,596)
Issuance of preferred stock4,426 4,426 
Redemption of preferred stock(737)83 (654)
Common stock issued under employee plans, net, and other44.9 1,545 (30)1,515 
Common stock repurchased(125.9)(5,073)(5,073)
Balance, December 31, 2022$28,397 7,996.8 $58,953 $207,003 $(21,156)$273,197 
Cumulative adjustment for adoption of credit loss accounting standard184 184 
Net income26,515 26,515 
Net change in debt securities573 573 
Net change in debit valuation adjustments(686)(686)
Net change in derivatives3,919 3,919 
Employee benefit plan adjustments(439)(439)
Net change in foreign currency translation adjustments1 1 
Dividends declared:
Common(7,374)(7,374)
Preferred(1,649)(1,649)
Common stock issued under employee plans, net, and other45.4 1,988 (7)1,981 
Common stock repurchased(146.7)(4,576)(4,576)
Balance, December 31, 2023$28,397 7,895.5 $56,365 $224,672 $(17,788)$291,646 


















See accompanying Notes to Consolidated Financial Statements.
Bank of America 92


Bank of America Corporation and Subsidiaries
Consolidated Statement of Cash Flows
(Dollars in millions)202320222021
Operating activities   
Net income$26,515 $27,528 $31,978 
Adjustments to reconcile net income to net cash provided by operating activities:   
Provision for credit losses4,394 2,543 (4,594)
(Gains) losses on sales of debt securities405 (32)(22)
Depreciation and amortization2,057 1,978 1,898 
Net amortization of premium/discount on debt securities(397)2,072 5,837 
Deferred income taxes(2,011)739 (838)
Stock-based compensation2,942 2,862 2,768 
Loans held-for-sale:
Originations and purchases(15,621)(24,862)(43,635)
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
16,262 31,567 34,684 
Net change in:
Trading and derivative assets/liabilities44,391 (95,772)(22,104)
Other assets(23,944)20,799 (34,455)
Accrued expenses and other liabilities(17,719)23,029 16,639 
Other operating activities, net7,708 1,222 4,651 
Net cash provided by (used in) operating activities44,982 (6,327)(7,193)
Investing activities   
Net change in:
Time deposits placed and other short-term investments(1,087)(115)(598)
Federal funds sold and securities borrowed or purchased under agreements to resell(13,050)(16,854)53,338 
Debt securities carried at fair value:
Proceeds from sales101,165 69,114 6,893 
Proceeds from paydowns and maturities148,699 110,195 159,616 
Purchases(290,959)(134,962)(238,398)
Held-to-maturity debt securities:
Proceeds from paydowns and maturities36,955 63,852 124,880 
Purchases(98)(24,096)(362,736)
Loans and leases:
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
11,081 26,757 10,396 
Purchases(5,351)(5,798)(5,164)
Other changes in loans and leases, net(17,484)(86,010)(58,039)
Other investing activities, net(5,258)(4,612)(3,479)
Net cash used in investing activities(35,387)(2,529)(313,291)
Financing activities   
Net change in:
Deposits(6,514)(134,190)268,966 
Federal funds purchased and securities loaned or sold under agreements to repurchase88,252 3,306 22,006 
Short-term borrowings5,162 3,179 4,432 
Long-term debt:
Proceeds from issuance65,396 65,910 76,675 
Retirement(44,571)(34,055)(46,826)
Preferred stock:
Proceeds from issuance 4,426 2,169 
Redemption (654)(1,971)
Common stock repurchased(4,576)(5,073)(25,126)
Cash dividends paid(9,087)(8,576)(8,055)
Other financing activities, net(717)(312)(620)
Net cash provided by (used in) financing activities93,345 (106,039)291,650 
Effect of exchange rate changes on cash and cash equivalents(70)(3,123)(3,408)
Net increase (decrease) in cash and cash equivalents102,870 (118,018)(32,242)
Cash and cash equivalents at January 1230,203 348,221 380,463 
Cash and cash equivalents at December 31$333,073 $230,203 $348,221 
Supplemental cash flow disclosures
Interest paid$69,604 $18,526 $4,506 
Income taxes paid, net3,405 2,288 2,760 
See accompanying Notes to Consolidated Financial Statements.
93 Bank of America


Bank of America Corporation and Subsidiaries
Notes to Consolidated Financial Statements
NOTE 1 Summary of Significant Accounting Principles
Bank of America Corporation, a systematic methodology to determine the allowance for credit losses,bank holding company and a classfinancial holding company, provides a diverse range of financing receivables is definedfinancial services and products throughout the U.S. and in certain international markets. The term “the Corporation” as the levelused herein may refer to Bank of
disaggregation America Corporation, individually, Bank of portfolio segments based on the initial measurement attribute, risk characteristicsAmerica Corporation and methods for assessing risk. Theits subsidiaries, or certain of Bank of America Corporation’s 3 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 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.subsidiaries or affiliates.
Leases
The Corporation provides equipment financing to its customers through a variety of lessor arrangements. Direct financing leases and sales-type leases are carried at the aggregate of lease payments receivable plus the estimated residual value of the leased property less unearned income, which is accreted to interest income over the lease terms using methods that approximate the interest method. Operating lease income is recognized on a straight-line basis. The Corporation's lease arrangements generally do not contain non-lease components.
Allowance for Credit Losses
The allowance for credit losses increased $329 million from December 31, 2022 to $14.6 billion at December 31, 2023, which included a $1.3 billion reserve increase related to the consumer portfolio and a $942 million reserve decrease related to the commercial portfolio. The increase in the allowance reflected a reserve build in our consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by a reserve release in our commercial portfolio primarily driven by improved macroeconomic conditions applicable to the
commercial portfolio. The allowance also includes the impact of the accounting change to remove the recognition and measurement guidance on troubled debt restructurings, which reduced the allowance for credit losses by $243 million on January 1, 2023. For more information on this change in accounting guidance, see Note 1 – Summary of Significant Accounting Principles to the Consolidated Financial Statements.
Table 39 presents an allocation of the allowance for credit losses by product type at December 31, 2023 and 2022.
Table 39Allocation of the Allowance for Credit Losses by Product Type
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
AmountPercent of
Total
Percent of
Loans and
Leases
Outstanding (1)
(Dollars in millions)December 31, 2023December 31, 2022
Allowance for loan and lease losses      
Residential mortgage$339 2.54 %0.15 %$328 2.59 %0.14 %
Home equity47 0.35 0.19 92 0.73 0.35 
Credit card7,346 55.06 7.19 6,136 48.38 6.57 
Direct/Indirect consumer715 5.36 0.69 585 4.61 0.55 
Other consumer73 0.55 n/m96 0.76 n/m
Total consumer8,520 63.86 1.85 7,237 57.07 1.59 
U.S. commercial (2)
2,600 19.49 0.69 3,007 23.71 0.80 
Non-U.S. commercial842 6.31 0.68 1,194 9.41 0.96 
Commercial real estate1,342 10.06 1.84 1,192 9.40 1.71 
Commercial lease financing38 0.28 0.26 52 0.41 0.38 
Total commercial4,822 36.14 0.82 5,445 42.93 0.93 
Allowance for loan and lease losses13,342 100.00 %1.27 12,682 100.00 %1.22 
Reserve for unfunded lending commitments1,209 1,540  
Allowance for credit losses$14,551 $14,222 
(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.
(2)Includes allowance for loan and lease losses for U.S. small business commercial loans of $1.0 billion and $844 million at December 31, 2023 and 2022.
n/m = not meaningful
Net charge-offs for 2023 were $3.8 billion compared to $2.2 billion in 2022 primarily due to late-stage delinquent credit card loans that were charged off. The provision for credit losses increased $1.9 billion to $4.4 billion during 2023 compared to 2022. The provision for credit losses in 2023 was driven by our consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by improved macroeconomic conditions that primarily benefited our commercial portfolio. The provision for credit losses for the consumer portfolio, including unfunded lending commitments, increased $2.5 billion to $4.5 billion during 2023 compared to 2022. The provision for credit losses for the commercial portfolio, including unfunded lending
commitments, decreased $628 million to a $133 million benefit for 2023 compared to 2022. The decline was due primarily to an improved macroeconomic outlook.
Table 40 presents a rollforward of the allowance for credit losses, including certain loan and allowance ratios for 2023 and 2022. For more information on the Corporation’s credit loss accounting policies and activity related to the allowance for credit losses, see Note 1 – Summary of Significant Accounting Principles and Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses to the Consolidated Financial Statements.
71 Bank of America


Table 40Allowance for Credit Losses
(Dollars in millions)20232022
Allowance for loan and lease losses, December 31$12,682 $12,387 
January 1, 2023 adoption of credit loss standard(243)n/a
Allowance for loan and lease losses, January 1$12,439 $12,387 
Loans and leases charged off
Residential mortgage(67)(161)
Home equity(36)(45)
Credit card(3,133)(1,985)
Direct/Indirect consumer(233)(232)
Other consumer(504)(538)
Total consumer charge-offs(3,973)(2,961)
U.S. commercial (1)
(551)(354)
Non-U.S. commercial(37)(41)
Commercial real estate(254)(75)
Commercial lease financing(2)(8)
Total commercial charge-offs(844)(478)
Total loans and leases charged off(4,817)(3,439)
Recoveries of loans and leases previously charged off
Residential mortgage51 89 
Home equity95 135 
Credit card572 651 
Direct/Indirect consumer141 214 
Other consumer24 17 
Total consumer recoveries883 1,106 
U.S. commercial (2)
108 129 
Non-U.S. commercial18 20 
Commercial real estate9 
Commercial lease financing 
Total commercial recoveries135 161 
Total recoveries of loans and leases previously charged off1,018 1,267 
Net charge-offs(3,799)(2,172)
Provision for loan and lease losses4,725 2,460 
Other(23)
Allowance for loan and lease losses, December 3113,342 12,682 
Reserve for unfunded lending commitments, January 11,540 1,456 
Provision for unfunded lending commitments(331)83 
Other 
Reserve for unfunded lending commitments, December 311,209 1,540 
Allowance for credit losses, December 31$14,551 $14,222 
Loan and allowance ratios (3) :
Loans and leases outstanding at December 31$1,050,163 $1,039,976 
Allowance for loan and lease losses as a percentage of total loans and leases outstanding at December 311.27 %1.22 %
Consumer allowance for loan and lease losses as a percentage of total consumer loans and leases outstanding at December 311.85 1.59 
Commercial allowance for loan and lease losses as a percentage of total commercial loans and leases outstanding at December 310.82 0.93 
Average loans and leases outstanding$1,041,824 $1,010,799 
Net charge-offs as a percentage of average loans and leases outstanding0.36 %0.21 %
Allowance for loan and lease losses as a percentage of total nonperforming loans and leases at December 31243 333 
Ratio of the allowance for loan and lease losses at December 31 to net charge-offs3.51 5.84 
Amounts included in allowance for loan and lease losses for loans and leases that are excluded from nonperforming loans and leases at December 31 (4)
$8,357 $6,998 
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 (4)
91 %149 %
(1)Includes U.S. small business commercial charge-offs of $360 million in 2023 compared to $203 million in 2022.
(2)Includes U.S. small business commercial recoveries of $41 million in 2023 compared to $49 million in 2022.
(3)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.
(4)Primarily includes amounts related to credit card and unsecured consumer lending portfolios in Consumer Banking.
Bank of America 72


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 77.
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.
GRM 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.
Model risk is the potential for adverse consequences from decisions based on incorrect or misused model outputs and reports. Given that models are used across the Corporation, model risk impacts all risk types including credit, market and operational risks. The Enterprise Model Risk Policy defines model risk standards, consistent with our Risk Framework and risk appetite, prevailing regulatory guidance and industry best practice. All models, including risk management, valuation and regulatory capital models, must meet certain validation criteria, including effective challenge of the conceptual soundness of the model, independent model testing and ongoing monitoring through outcomes analysis and benchmarking. The Enterprise Model Risk Committee, a subcommittee of the MRC, oversees that model standards are consistent with model risk requirements and monitors the effective challenge in the model validation process across the Corporation.
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 79.
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.

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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 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 risks 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, which 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 47.
GRM 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 41 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 41 presents the VaR for the 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. Market risk VaR for trading activities, as presented in Table 41, differs from VaR used for regulatory capital calculations due to the holding period used.
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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 41 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.
Table 41 presents year-end, average, high and low daily trading VaR for 2023 and 2022 using a 99 percent confidence level. The amounts disclosed in Table 41 and Table 42 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 annual average of total covered positions and less liquid trading positions portfolio VaR for 2023 decreased compared to 2022, primarily due to the roll off of March 2020 market volatility from the window of historical data used in the calibration of the VaR model.
Table 41Market Risk VaR for Trading Activities
20232022
(Dollars in millions)Year
End
Average
High (1)
Low (1)
Year
End
Average
High (1)
Low (1)
Foreign exchange$29 $29 $43 $12 $38 $21 $39 $12 
Interest rate51 48 86 32 36 36 56 24 
Credit53 60 108 43 76 71 106 52 
Equity9 18 56 9 18 20 33 12 
Commodities9 9 14 6 13 27 
Portfolio diversification(90)(100)n/an/a(81)(91)n/an/a
Total covered positions portfolio61 64 92 41 95 70 140 42 
Impact from less liquid exposures (2)
12 20 n/an/a35 38 n/an/a
Total covered positions and less liquid trading positions portfolio73 84 149 52 130 108 236 61 
Fair value option loans16 25 49 14 48 51 65 37 
Fair value option hedges11 14 20 9 16 17 24 13 
Fair value option portfolio diversification(12)(23)n/an/a(38)(36)n/an/a
Total fair value option portfolio15 16 30 10 26 32 44 23 
Portfolio diversification(9)(8)n/an/a(11)n/an/a
Total market-based portfolio$79 $92 173 58 $165 $129 287 70 
(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.
(2)Impact is net of diversification effects between the covered positions and less liquid trading positions portfolios.
n/a = not applicable
The following graph presents the daily covered positions and less liquid trading positions portfolio VaR for 2023, corresponding to the data in Table 41.
Updated Chart for 10K - Final (002).jpg

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Additional VaR statistics produced within our single VaR model are provided in Table 42 at the same level of detail as in Table 41. 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 42 presents average trading VaR statistics at 99 percent and 95 percent confidence levels for 2023 and 2022.
Table 42Average Market Risk VaR for Trading Activities – 99 percent and 95 percent VaR Statistics
December 31, 2023December 31, 2022
(Dollars in millions)99 percent95 percent99 percent95 percent
Foreign exchange$29 $19 $21 $12 
Interest rate48 26 36 17 
Credit60 30 71 28 
Equity18 8 20 11 
Commodities9 5 13 
Portfolio diversification(100)(54)(91)(46)
Total covered positions portfolio64 34 70 29 
Impact from less liquid exposures20 7 38 
Total covered positions and less liquid trading positions portfolio84 41 108 36 
Fair value option loans25 12 51 14 
Fair value option hedges14 9 17 10 
Fair value option portfolio diversification(23)(13)(36)(13)
Total fair value option portfolio16 8 32 11 
Portfolio diversification(8)(5)(11)(7)
Total market-based portfolio$92 $44 $129 $40 
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 help confirm 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 intra-day 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 2023, there were no days where this subset of trading revenue had losses that exceeded 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. 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 2023 and 2022. During 2023, positive trading-related revenue was recorded for 100 percent of the trading days, of which 93 percent were daily trading gains of over $25 million. This compares to 2022 where positive trading-related revenue was recorded for 99 percent of the trading days, of which 90 percent were daily trading gains of over $25 million, and the largest loss was $9 million.

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Histogram 2023 10K.jpg
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 44.
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 future direction of interest rate movements as implied by market-based forward curves.
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 banking book 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 43 presents the spot and 12-month forward rates used in our baseline forecasts at December 31, 2023 and 2022.
Table 43Forward Rates
December 31, 2023
 Federal
Funds

SOFR (1)
10-Year
SOFR (1)
Spot rates5.50 %5.38 %3.47 %
12-month forward rates3.89 3.93 3.32 
December 31, 2022
Federal
Funds
Three-month
LIBOR
10-Year
Swap
Spot rates4.50 %4.77 %3.84 %
12-month forward rates4.75 4.78 3.62 
(1) The Corporation uses SOFR in its baseline forecast as one of the primary alternative reference rates used as a result of the cessation of LIBOR in 2023.
Table 44 shows the pretax impact to forecasted net interest income over the next 12 months from December 31, 2023 and
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2022 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. The interest rate scenarios also assume U.S. dollar interest rates are floored at zero.
During 2023, the overall decrease in asset sensitivity of our balance sheet to higher and lower rate scenarios was primarily due to changes in deposit product mix and ALM portfolio activity. We continue to be asset sensitive to a parallel upward move in interest rates with the majority of that impact coming from the short end of the yield curve. Additionally, higher interest rates negatively impact the fair value of our debt securities classified as available for sale and 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 would be reduced over time by offsetting positive impacts to net interest income generated from the banking book activities. For more information on Basel 3, see Capital Management – Regulatory Capital on page 48.
Table 44Estimated Banking Book Net Interest Income Sensitivity to Curve Changes
Short
Rate (bps)
Long
Rate (bps)
December 31
(Dollars in millions)20232022
Parallel Shifts
+100 bps
instantaneous shift
+100+100$3,476 $3,829 
 -100 bps
  instantaneous shift
-100-100(3,077)(4,591)
Flatteners  
Short-end
instantaneous change
+100— 3,242 3,698 
Long-end
instantaneous change
— -100(257)(157)
Steepeners  
Short-end
instantaneous change
-100 — (2,773)(4,420)
Long-end
instantaneous change
— +100272 131 
The sensitivity analysis in Table 44 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 44 assumes no change in deposit portfolio size or mix from the baseline forecast in alternate rate environments. In higher rate scenarios, the increase in net interest income would be impacted by any customer activity resulting in the replacement of low-cost or noninterest-bearing deposits with higher yielding deposits or market-based funding, as our benefit in those scenarios would be reduced. Conversely, in lower-rate scenarios, any customer activity that results in the replacement of higher yielding deposits or market-based funding with low-cost or noninterest-bearing deposits would reduce our exposure in those scenarios.
For interest rate scenarios larger than 100 bps shifts, it is expected that the interest rate sensitivity will illustrate non-linear behaviors as there are numerous estimates and
assumptions, which require a high degree of judgment and are often interrelated, that could impact the outcome. Pertaining to the mortgage-backed securities and residential mortgage portfolio, if long-end interest rates were to significantly decrease over the next twelve months, for example over 200 bps, there would generally be an increase in customer prepayment behaviors with an incremental reduction to net interest income, noting that the extent of changes in customer prepayment activity can be impacted by multiple factors and is not necessarily limited to long-end interest rates. Conversely, if long-end interest rates were to significantly increase over the next twelve months, for example, over 200 bps, customer prepayments would likely modestly decrease and result in an incremental increase to net interest income. In addition, deposit pricing will have non-linear impacts to larger short-end rate movements. In decreasing interest rate scenarios, and particularly where interest rates have decreased to small amounts, the ability to further reduce rates paid is reduced as customer rates near zero. In higher short-end rate scenarios, deposit pricing will likely increase at a faster rate, leading to incremental interest expense and reducing asset sensitivity. While the impact related to the above assumptions used in the asset sensitivity analysis can provide directional analysis on how net interest income will be impacted in changing environments, the ultimate impact is dependent upon the interrelationship of the assumptions and factors, which vary in different macroeconomic scenarios.
Interest Rate and Foreign Exchange Derivative Contracts
We use interest rate and foreign exchange derivative contracts in our ALM activities to manage our interest rate and foreign exchange risks. Specifically, we use those derivatives to manage both the variability in cash flows and changes in fair value of various assets and liabilities arising from those risks. Our interest rate derivative contracts are generally non-leveraged swaps tied to various benchmark interest rates and foreign exchange basis swaps, options, futures and forwards, and our foreign exchange contracts include cross-currency interest rate swaps, foreign currency futures contracts, foreign currency forward contracts and options.
The derivatives used in our ALM activities can be split into two broad categories: designated accounting hedges and other risk management derivatives. Designated accounting hedges are primarily used to manage our exposure to interest rates as described in the Interest Rate Risk Management for the Banking Book section and are included in the sensitivities presented in Table 44. The Corporation also uses foreign currency derivatives in accounting hedges to manage substantially all of the foreign exchange risk of our foreign operations. By hedging the foreign exchange risk of our foreign operations, the Corporation's market risk exposure in this area is not significant.
Risk management derivatives are predominantly used to hedge foreign exchange risks related to various foreign currency-denominated assets and liabilities and eliminate substantially all foreign currency exposures in the cash flows of the Corporation’s non-trading foreign currency-denominated financial instruments. These foreign exchange derivatives are sensitive to other market risk exposures such as cross-currency basis spreads and interest rate risk. However, as these features are not a significant component of these foreign exchange derivatives, the market risk related to this exposure is not significant. For more information on the accounting for derivatives, see Note 3 – Derivatives to the Consolidated Financial Statements.
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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 loans held-for-sale 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 hedged items offset, we combine them into one overall hedged item with one combined economic hedge portfolio consisting of derivative contracts and securities.
During 2023, 2022, and 2021 we recorded gains of $127 million, $78 million and $39 million. 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). We are subject to comprehensive regulation under federal and state laws, rules and regulations in the U.S. and the laws of the various jurisdictions in which we operate, including those related to financial crimes and anti-money laundering, market conduct, trading activities, fair lending, privacy, data protection and unfair, deceptive or abusive acts or practices.
Operational risk is the risk of loss resulting from inadequate or failed processes or systems, people or external events, and includes legal risk. Operational risk may occur anywhere in the Corporation, including third-party business processes, and is not limited to operations functions. The Corporation faces a number of key operational risks including third-party risk, model risk, conduct risk, technology risk, information security risk and data risk. Operational risk can result in financial losses and reputational impacts and is a component in the calculation of total RWA used in the Basel 3 capital calculation. For more information on Basel 3 calculations, see Capital Management on page 47.
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 third-party dependencies and 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. Collectively, these efforts are important to strengthen their compliance and operational resiliency, which is the ability to deliver critical operations through disruption.
Global Compliance and Operational Risk teams independently assess compliance and operational risk, monitor business activities and processes and evaluate FLUs and control functions for adherence to applicable laws, rules and regulations, including identifying issues and risks, and reporting on the state of the control environment. Corporate Audit provides an independent assessment and validation through testing of key compliance and operational risk processes and controls across the Corporation.
The Corporation's Global Compliance – Enterprise Policy and Operational Risk Management – Enterprise Policy set the requirements for reporting compliance and operational risk information to executive management as well as the Board or appropriate Board-level committees and reflect Global Compliance and Operational Risk’s responsibilities for conducting independent oversight of the Corporation’s compliance and operational risk management activities. The Board provides oversight of compliance risk through its Audit Committee and the ERC, and operational risk through its ERC.
Cybersecurity
Risk Management and Strategy
Cybersecurity is a key operational risk facing the Corporation. We, our employees, customers, regulators and third parties are ongoing targets of an increasing number of cybersecurity threats and cyberattacks and, accordingly, the Corporation devotes considerable resources to the establishment and maintenance of processes for assessing, identifying and managing cybersecurity risk through its global workforce and 24/7 cyber operations centers around the world. The Corporation takes a cross-functional approach to addressing cybersecurity risk, with our Global Technology, Global Risk Management, Legal and Corporate Audit functions playing key roles. In addition, the Corporation’s processes related to cybersecurity risk are an element of and integrated with the Corporation’s comprehensive risk program, including our risk framework. For more information on the Corporation’s Cybersecurity risk, see Item 1A. Risk Factors – Business Operations beginning on page 14. For more information on our approach to risk management, including our risk management governance framework, see Managing Risk on page 44.
As part of the Corporation’s overall risk management program, the Corporation’s Global Information Security (GIS) Program is supported by three lines of defense. As the first line of defense, the GIS team is responsible for the day-to-day management of the GIS Program, which includes defining policies and procedures designed to safeguard the Corporation’s information systems and the information those systems collect, process, maintain, use, share, disseminate and dispose of. As the second line of defense, Global Compliance and Operational Risk independently assesses, monitors and tests cybersecurity risk across the Corporation, as well as the effectiveness of the GIS Program. As the third line of defense, Corporate Audit conducts additional independent review and validation of the first-line and second-line processes and functions.
The Corporation seeks to mitigate cybersecurity risk and associated legal, financial, reputational, operational and/or regulatory risks by employing a multi-faceted GIS Program,
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through various policies, procedures and playbooks, that are focused on governing, preparing for, identifying, preventing, detecting, mitigating, responding to and recovering from cybersecurity threats and cybersecurity incidents suffered by the Corporation and its third-party service providers, as well as effectively operating the Corporation’s processes. Our business continuity policy, standards and procedures are designed to maintain the availability of business functions and enable impacted units within the Corporation and its third-party service providers to achieve strategic objectives in the event of a cybersecurity incident. In accordance with the Corporation’s cyber incident response framework, GIS, including its incident response team, tracks, documents, responds to and analyzes cybersecurity threats and cybersecurity incidents, including those experienced by the Corporation’s third-party service providers that may impact the Corporation. Additionally, the Corporation has a process for assembling multi-stakeholder executive response teams to monitor and coordinate cross-functional responses to certain cybersecurity incidents.
As part of the GIS Program, the Corporation leverages both internal and external assessments and partnerships with industry leaders. The Corporation engages third-party assessors, consultants, auditors and other third-party professionals to evaluate and test its cybersecurity program and provide guidance on operating and improving the GIS Program, including the design and operational effectiveness of the security and resiliency of our information systems.
The Corporation focuses on and has processes to oversee cybersecurity risk associated with its third-party service providers. As part of its cybersecurity risk management processes, the Corporation maintains an enterprise-wide program that defines standards for the planning, sourcing, management, and oversight of third-party relationships and third-party access to its information system, facilities, and/or confidential or proprietary data. The Corporation has established security requirements applicable to third-party service providers, and where permitted by contract, cybersecurity diligence is conducted to assess the alignment of third-party service providers’ cybersecurity programs with the Corporation’s cybersecurity requirements.
While we and our third parties have experienced cybersecurity incidents, as well as adverse impacts from such incidents, we have not experienced material losses or other material consequences relating to cybersecurity incidents experienced by us or our third parties. However, we expect to continue to experience cybersecurity incidents resulting in adverse impacts with increased frequency and severity due to the evolving threat environment, and there can be no assurance that future cybersecurity incidents, including incidents experienced by our third parties, will not have a material adverse impact on the Corporation, including its business strategy, results of operations and/or financial condition.
Governance
Through established governance structures, the Corporation has policies, processes and practices to help facilitate oversight of cybersecurity risk. In accordance with these policies, processes and practices, the Corporation’s three lines of defense, and management, strive to prepare for, identify, prevent, detect, mitigate, respond to and recover from cybersecurity threats and incidents, monitor performance, and escalate to executive management, the committees of the Corporation’s Board and/or to the Board, as appropriate. Additionally, GIS reports cybersecurity incidents that meet certain criteria to the Legal Department for further escalation and evaluation for materiality
and potential disclosure, which includes the consideration of relevant quantitative and qualitative factors.
The Board is actively engaged in the oversight of the GIS Program and devotes considerable time and attention to the oversight and mitigation of cybersecurity risk. The Board, which includes members with technology and cybersecurity experience, oversees management’s approach to staffing, policies, processes and practices to address cybersecurity risk. The Board and its ERC, which is responsible for reviewing cybersecurity risk, each receive regular presentations, memoranda and reports throughout the year from our Chief Technology and Information Officer (CTIO) and our Chief Information Security Officer (CISO) on internal and external cybersecurity developments, threats and risks. On a quarterly basis, GIS sends the Board a memorandum highlighting relevant cybersecurity developments and a document detailing the performance metrics for the GIS Program.
The Board receives prompt and timely information from management on cybersecurity incidents, including cybersecurity incidents experienced by the Corporation’s third-party service providers, that may pose significant risk to the Corporation, and continues to receive regular reports on any such incidents until their conclusion. Additionally, the Board receives quarterly reports on the performance of the Corporation’s cybersecurity risk appetite metrics, including metrics on vulnerabilities and third-party cybersecurity risks and incidents and is notified promptly if a Board-level cybersecurity risk limit is breached.
Our ERC also annually reviews and approves our GIS Program and our Information Security Policy, which establish administrative, technical, and physical safeguards designed to protect the security, confidentiality and integrity of customer records and information in accordance with the Gramm-Leach-Bliley Act and the interagency guidelines issued thereunder, and applicable laws globally.
Under the Board’s oversight, management works closely with key stakeholders, including regulators, government agencies, law enforcement, peer institutions and industry groups, and develops and invests in talent and innovative technology in order to better manage cybersecurity risk.
Our most senior cybersecurity employees are the CTIO and CISO, who are primarily responsible for managing and assessing cybersecurity risk. The CISO oversees a team of more than 3,000 information security professionals spanning the globe. The CISO and the GIS senior leadership team of ten individuals have deep cybersecurity expertise, with over 100 years of collective experience working in the cybersecurity field, both at the Corporation and other companies in various industries. Additionally, certain members of the GIS leadership team hold leadership roles in sector-specific information and infrastructure security organizations, including the Financial Services Information Sharing and Analysis Center and the Financial Services Sector Coordinating Council. Employees across the Corporation also play a role in protecting the Corporation from cybersecurity threats and receive periodic training and education on cybersecurity-related topics.
Reputational Risk Management
Reputational risk is the risk that negative perception of the Corporation may adversely impact profitability or operations. Reputational risk may result from many of the Corporation’s activities, including those related to the management of strategic, operational, compliance, liquidity, market (price and interest rate) and credit risks.
The Corporation manages reputational risk through established policies and controls embedded throughout its
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business and risk management processes. We proactively monitor and identify potential reputational risk events and have processes established to mitigate reputational risks in a timely manner. 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, and implementing communication strategies to mitigate the risk. The Corporation’s organization and governance structure provides oversight of reputational risks. Reputational risk reporting is provided regularly and directly to senior management and the ERC, which provides primary oversight of reputational risk. In addition, each FLU has a committee, which includes representatives from Legal and Risk, that is responsible for the oversight of reputational risk, including approval for business activities that present elevated levels of reputational risks.
Climate Risk
Climate Risk Management
Climate risk is the risk that climate change or actions taken to mitigate climate change expose the Corporation to economic, operational or reputational harm. Climate-related risks are divided into two major categories, both of which span across the seven key risk types discussed in Managing Risk on page 44: (1) Physical Risk: risks related to the physical impacts of climate change, driven by extreme weather events such as hurricanes and floods, as well as chronic longer-term shifts such as rising average global temperatures and sea levels, and (2) Transition Risk: risks related to the transition to a low-carbon economy, which may entail extensive policy, legal, technology and market changes.
Physical risks of climate change, such as more frequent and severe extreme weather events, can increase the Corporation’s risks, including credit risk by diminishing borrowers’ repayment capacity or collateral values, and operational risk by negatively impacting the Corporation’s facilities, employees, or vendors. Transition risks of climate change may amplify credit risks through the financial impacts of changes in policy, technology or the market on the Corporation or our counterparties. Unanticipated market changes can lead to sudden price adjustments and give rise to heightened market risk. Reputational risk can arise if we do not meet our climate-related commitments and/or goals, or are perceived to be inadequately responsive to climate change or otherwise.
Our approach to managing climate risk is consistent with our risk management governance structure, from senior management to our Board and its committees, including the ERC and the Corporate Governance, ESG and Sustainability Committee (CGESC) of the Board, which regularly discuss climate-related topics. The ERC oversees climate risk as set forth in our Risk Framework and Risk Appetite Statement. The CGESC is responsible for overseeing the Corporation’s environmental and social sustainability-related activities and practices, and regularly reviews the Corporation’s climate-related work and policies. The Climate Risk Council consists of leaders across risk, FLU and control functions, and meets routinely to discuss our approach to managing climate-related risks.
Our climate risk management efforts are overseen by an officer who reports to the CRO. The Corporation has a Climate and Environmental Risk Management function that is responsible for overseeing climate risk management. They are
responsible for establishing the Climate Risk Framework and governance structure, and providing independent assessment and challenge of enterprise-wide climate risks.
Based on the Corporation’s Risk Framework, in 2023 we created our internal Climate Risk Framework, which addresses how the Corporation identifies, measures, monitors and controls climate risk by enhancing existing risk management processes and also includes examples of how it manifests across the seven risk types. It details the roles and responsibilities for climate risk management across our three lines of defense as noted above.
For more information on our governance framework, see Managing Risk on page 44. For more information on climate risk, see Item 1A. Risk Factors on page 8.
Climate-related Goals and Targets
In 2021, the Corporation committed to achieving net zero greenhouse gas emissions before 2050 in our financing activities, operations and supply chain (Net Zero goal), and in 2022, we released our Approach to ZeroTM, a framework for how we plan to achieve our Net Zero goal. In line with this approach, we have set interim 2030 targets across our financing activities (2030 Financing Activity Emissions Targets), operations and supply chain, all of which are further supported and complemented by our $1.5 trillion sustainable finance goal (which is aligned with the 17 UN Sustainable Development Goals) of which $1 trillion is dedicated to supporting the transition toward a low-carbon economy, including capital mobilized across clean energy sectors and tailored financial solutions for emerging areas of the low-carbon economy. In particular, we announced 2030 Financing Activity Emissions Targets for auto manufacturing, aviation, cement, energy, and power generation sectors and expect to continue to set targets for other sectors that are significant contributors to global greenhouse gas emissions and therefore prioritized by us.
Achieving our climate--related goals and targets, including our Net Zero goal and 2030 Financing Activity Emissions Targets, may require technological advances, clearly defined roadmaps for industry sectors, better emissions data reporting, new standards and public policies, including those that improve the cost of capital for the transition to a low-carbon economy, as well as strong and active engagement with customers, suppliers, investors, government officials and other stakeholders. Given the extended period of these and other climate-related goals we have established, our initiatives have not resulted in a significant effect on our results of operations or financial position in the relevant periods presented herein.
For more information on climate-related matters and the Corporation’s climate-related goals and commitments, including plans to achieve its Net Zero goal and 2030 Financing Activity Emissions Targets and progress on its sustainable finance goals, see the Corporation’s website, including its 2023 Task Force on Climate-related Financial Disclosures (TCFD) Report. The contents of the Corporation’s website, including the 2023 TCFD Report is not incorporated by reference into this Annual Report on Form 10-K.
The foregoing discussion and the statements on the Corporations’ website, including in the 2023 TCFD Report regarding its goals and commitments with respect to climate risk management, such as environmental transition considerations, contain “forward-looking statements” within the meaning of the Private Securities Litigation Reform Act of 1995. 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
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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.
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. 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 includes the allowance for loan and lease losses and the reserve for unfunded lending commitmentscommitments. Our process for determining the allowance for credit losses is discussed in Note 1 – Summary of Significant Accounting Principles andNote 5 – Outstanding Loans and Leases and Allowance for Credit Lossesto the Consolidated Financial Statements.
The determination of the allowance for credit losses is based on numerous estimates and assumptions, which require a high degree of judgment and are often interrelated. A critical judgment in the process is the weighting of our forward-looking macroeconomic scenarios that are incorporated into our quantitative models. As any one economic outlook is inherently uncertain, the Corporation uses multiple macroeconomic scenarios in its ECL calculation, which have included a baseline
scenario derived from consensus estimates, an adverse scenario reflecting an extended moderate recession, a downside scenario reflecting persistent inflation and interest rates above the baseline scenario, a tail risk scenario similar to the severely adverse scenario used in stress testing and an upside scenario that considers the potential for improvement above the baseline scenario. The overall economic outlook is weighted towards a recessionary environment in the first half of 2024, with lower gross domestic product (GDP) growth and higher unemployment rate expectations as compared to what we experienced in the prior year. Generally, as the consensus estimates improve or deteriorate, the allowance for credit losses will change in a similar direction. There are multiple variables that drive the macroeconomic scenarios with the key variables including, but not limited to, U.S. GDP and unemployment rates. As of December 31, 2022, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 5.6 percent, 5.0 percent and 4.5 percent in the fourth quarters of 2023, 2024 and 2025, respectively, and the weighted macroeconomic outlook for U.S. GDP was forecasted to contract 0.4 percent and grow 1.2 percent and 1.9 percent year-over-year in the fourth quarters of 2023, 2024 and 2025, respectively. As of December 31, 2023, the latest consensus estimates for the U.S. average unemployment rate for the fourth quarter of 2023 was 3.9 percent and U.S. GDP was forecasted to grow 2.6 percent year-over-year in the fourth quarter of 2023, reflecting a tighter labor market and healthy growth compared to our macroeconomic outlook as of December 31, 2022, and were factored into our allowance for credit losses estimate as of December 31, 2023. In addition, as of December 31, 2023, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 4.9 percent in the fourth quarters of both 2024 and 2025, and the weighted macroeconomic outlook for U.S. GDP was forecasted to grow 0.3 percent and 1.4 percent year-over-year in the fourth quarters of 2024 and 2025.
In addition to the above judgments and estimates, the allowance for credit losses can also be impacted by unanticipated changes in asset quality of the portfolio, such as increases or decreases in credit and/or internal risk ratings in our commercial portfolio, improvement or deterioration in borrower delinquencies or credit scores in our credit card portfolio and increases or decreases in home prices, which is a primary driver of LTVs, in our consumer real estate portfolio, all of which have some degree of uncertainty. The allowance for credit losses increased to $14.6 billion from $14.2 billion at December 31, 2022, primarily due to a reserve build in our
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consumer portfolio driven by credit card loan growth and asset quality, partially offset by a reserve release in our commercial portfolio primarily driven by improved macroeconomic conditions applicable to the commercial portfolio.
To provide an illustration of the sensitivity of the macroeconomic scenarios and other assumptions on the estimate of our allowance for credit losses, the Corporation compared the December 31, 2023 modeled ECL from the baseline scenario and our adverse scenario. Relative to the baseline scenario, the adverse scenario assumed a peak U.S. unemployment rate of over two percentage points higher than the baseline scenario, a decline in U.S. GDP followed by a prolonged recovery and a lower home price outlook with a difference of approximately 16 percent at the trough. This sensitivity analysis resulted in a hypothetical increase in the allowance for credit losses of approximately $3.8 billion.
While the sensitivity analysis may be useful to understand how changes in macroeconomic assumptions could impact our modeled ECLs, it is not meant to forecast how our allowance for credit losses is expected to change in a different macroeconomic outlook. Importantly, the analysis does not incorporate a variety of factors, including qualitative reserves and the weighting of alternate scenarios, which could have offsetting effects on the estimate. Considering the variety of factors contemplated when developing and weighting macroeconomic outlooks such as recent economic events, leading economic indicators, views of internal and third-party economists and industry trends, in addition to other qualitative factors, the Corporation believes the allowance for credit losses at December 31, 2023 is appropriate.
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 more 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
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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 2023, 2022 and 2021, 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.
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 17 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 7 – Goodwill and Intangible Assets to the Consolidated Financial Statements.
The Corporation tests its goodwill for impairment on June 30 of each year or more frequently if events or circumstances indicate a potential impairment. We completed our annual goodwill impairment test as of June 30, 2023, by performing a quantitative assessment to compare the fair value of each reporting unit to its carrying value as measured by allocated equity. Based on our assessment, we have concluded that goodwill was not impaired.
The Corporation chose to perform the quantitative assessment as compared to a qualitative assessment that was performed in the prior year due to the level of interest rates and other market conditions existing at June 30, 2023. The quantitative assessment used a combination of an income approach (which utilizes the present value of cash flows to estimate fair value) and a market multiplier approach (which utilizes observable market prices and metrics of peer companies to estimate fair value). The main assumptions used in the income approach are the Corporation’s three-year internal forecasts along with long-term terminal growth values. The main assumptions used in the market multiplier approach are primarily enterprise value and equity multiples from comparable publicly traded companies in industries similar to the reporting unit.
Certain Contingent Liabilities
For more information on the complex judgments associated with certain contingent liabilities, see Note 12 – Commitments and Contingencies to the Consolidated Financial Statements.
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Non-GAAP Reconciliations
Tables 45 and 46 provide reconciliations of certain non-GAAP financial measures to GAAP financial measures.
Table 45
Annual Reconciliations to GAAP Financial Measures (1)
(Dollars in millions, shares in thousands)202320222021
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity   
Shareholders’ equity$283,353 $270,299 $273,757 
Goodwill(69,022)(69,022)(69,005)
Intangible assets (excluding MSRs)(2,039)(2,117)(2,177)
Related deferred tax liabilities893 922 916 
Tangible shareholders’ equity$213,185 $200,082 $203,491 
Preferred stock(28,397)(28,318)(23,970)
Tangible common shareholders’ equity$184,788 $171,764 $179,521 
Reconciliation of year-end shareholders’ equity to year-end tangible shareholders’ equity and year-end tangible common shareholders’ equity  
Shareholders’ equity$291,646 $273,197 $270,066 
Goodwill(69,021)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,075)(2,153)
Related deferred tax liabilities874 899 929 
Tangible shareholders’ equity$221,502 $202,999 $199,820 
Preferred stock(28,397)(28,397)(24,708)
Tangible common shareholders’ equity$193,105 $174,602 $175,112 
Reconciliation of year-end assets to year-end tangible assets  
Assets$3,180,151 $3,051,375 $3,169,495 
Goodwill(69,021)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,075)(2,153)
Related deferred tax liabilities874 899 929 
Tangible assets$3,110,007 $2,981,177 $3,099,249 
(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 29.
Table 46
Quarterly Reconciliations to GAAP Financial Measures (1)
2023 Quarters2022 Quarters
(Dollars in millions)FourthThirdSecondFirstFourthThirdSecondFirst
Reconciliation of average shareholders’ equity to average tangible shareholders’ equity and average tangible common shareholders’ equity        
Shareholders’ equity$288,618 $284,975 $282,425 $277,252 $272,629 $271,017 $268,197 $269,309 
Goodwill(69,021)(69,021)(69,022)(69,022)(69,022)(69,022)(69,022)(69,022)
Intangible assets (excluding MSRs)(2,010)(2,029)(2,049)(2,068)(2,088)(2,107)(2,127)(2,146)
Related deferred tax liabilities886 890 895 899 914 920 926 929 
Tangible shareholders’ equity$218,473 $214,815 $212,249 $207,061 $202,433 $200,808 $197,974 $199,070 
Preferred stock(28,397)(28,397)(28,397)(28,397)(28,982)(29,134)(28,674)(26,444)
Tangible common shareholders’ equity$190,076 $186,418 $183,852 $178,664 $173,451 $171,674 $169,300 $172,626 
Reconciliation of period-end shareholders’ equity to period-end tangible shareholders’ equity and period-end tangible common shareholders’ equity        
Shareholders’ equity$291,646 $287,064 $283,319 $280,196 $273,197 $269,524 $269,118 $266,617 
Goodwill(69,021)(69,021)(69,021)(69,022)(69,022)(69,022)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,016)(2,036)(2,055)(2,075)(2,094)(2,114)(2,133)
Related deferred tax liabilities874 886 890 895 899 915 920 926 
Tangible shareholders’ equity$221,502 $216,913 $213,152 $210,014 $202,999 $199,323 $198,902 $196,388 
Preferred stock(28,397)(28,397)(28,397)(28,397)(28,397)(29,134)(29,134)(27,137)
Tangible common shareholders’ equity$193,105 $188,516 $184,755 $181,617 $174,602 $170,189 $169,768 $169,251 
Reconciliation of period-end assets to period-end tangible assets        
Assets$3,180,151 $3,153,090 $3,123,198 $3,194,657 $3,051,375 $3,072,953 $3,111,606 $3,238,223 
Goodwill(69,021)(69,021)(69,021)(69,022)(69,022)(69,022)(69,022)(69,022)
Intangible assets (excluding MSRs)(1,997)(2,016)(2,036)(2,055)(2,075)(2,094)(2,114)(2,133)
Related deferred tax liabilities874 886 890 895 899 915 920 926 
Tangible assets$3,110,007 $3,082,939 $3,053,031 $3,124,475 $2,981,177 $3,002,752 $3,041,390 $3,167,994 
(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 29.
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Item 7A. Quantitative and Qualitative Disclosures about Market Risk
See Market Risk Management on page 73 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
Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses
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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, 2023 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, 2023, the Corporation’s internal control over financial reporting is effective.
The Corporation’s internal control over financial reporting as of December 31, 2023 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, 2023.
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Brian T. Moynihan
Chair, Chief Executive Officer and President

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Alastair M. Borthwick
Chief Financial Officer

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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 (the “Corporation”) as of December 31, 2023 and 2022, 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, 2023, 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, 2023, 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, 2023 and 2022, and the results of its operations and its cash flows for each of the three years in the period ended December 31, 2023 in 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, 2023, 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.
Critical Audit Matters
The critical audit matters communicated below are matters arising from the current period audit of the consolidated financial statements that were communicated or required to be communicated to the audit committee and that (i) relate to accounts or disclosures that are material to the consolidated financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical audit matters or on the accounts or disclosures to which they relate.
Allowance for Loan and Lease Losses - Commercial and Consumer Card Loans
As described in Notes 1 and 5 to the consolidated financial statements, the allowance for loan and lease losses represents management’s estimate of the ECLexpected credit losses in the Corporation’s loan and lease portfolio, excluding loans and unfunded lending commitments accounted for under the fair value option. As of December 31, 2023, the allowance for loan and lease losses was $13.3 billion on total loans and leases of $1,050.2 billion, which excludes loans accounted for under the fair value option. For commercial and consumer card loans, the expected credit loss is typically estimated using quantitative methods that consider a variety of factors such as historical
Bank of America 88


loss experience, the current credit quality of the portfolio as well as an economic outlook over the life of the loan. In its loss forecasting framework, the Corporation incorporates forward looking information through the use of macroeconomic scenarios applied over the forecasted life of the assets. These macroeconomic scenarios include variables that have historically been key drivers of increases and decreases in credit losses. These variables include, but are not limited to, unemployment rates, real estate prices, gross domestic product levels and corporate bond spreads. The scenarios that are chosen and the weighting given to each scenario depend on a variety of factors including recent economic events, leading economic indicators, views of internal as well as third-party economists and industry trends. Also included in the allowance for loan and lease losses are qualitative reserves to cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions. Factors that the Corporation considers include changes in lending policies and procedures, business conditions, the nature and size of the portfolio, portfolio concentrations, the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements, among others. Further, the Corporation considers the inherent uncertainty in quantitative models that are built on historical data.
The principal considerations for our determination that performing procedures relating to the allowance for loan and lease losses for the commercial and consumer card portfolios is a critical audit matter are (i) the significant judgment and estimation by management in developing lifetime economic forecast scenarios and related weightings to each scenario, which in turn led to a high degree of auditor judgment, subjectivity and effort in performing procedures and in evaluating audit evidence obtained, and (ii) the audit effort involved professionals with specialized skill and knowledge.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the allowance for loan and lease losses, including controls over the evaluation and approval of models, forecast scenarios and related weightings, and qualitative reserves. These procedures also included, among others, testing management’s process for estimating the allowance for loan and lease losses, including (i) evaluating the appropriateness of the loss forecast models and methodology, (ii) evaluating the reasonableness of certain macroeconomic variables, (iii) evaluating the reasonableness of management’s development, selection and weighting of lifetime economic forecast scenarios used in the loss forecast models, (iv) testing the completeness and accuracy of data used in the estimate, and (v) evaluating the reasonableness of certain qualitative reserves made to the model output results to determine the overall allowance for loan and lease losses. The procedures also included the involvement of professionals with specialized skill and knowledge to assist in evaluating the appropriateness of certain loss forecast models, the reasonableness of economic forecast scenarios
and related weightings and the reasonableness of certain qualitative reserves.
Valuation of Certain Level 3 Financial Instruments
As described in Notes 1 and 20 to the consolidated financial statements, the Corporation carries certain financial instruments at fair value, which includes $9.3 billion of assets and $6.6 billion of liabilities classified as Level 3 fair value measurements that are valued on a recurring basis and $3.9 billion of assets classified as Level 3 fair value measurements that are valued on a nonrecurring basis, for which the determination of fair value requires significant management judgment or estimation. The Corporation determines the fair value of Level 3 financial instruments using pricing models, discounted cash flow methodologies, or similar techniques that require inputs that are both unobservable and are significant to the overall fair value measurement. Unobservable inputs, such as volatility or implied yield, may be determined using quantitative-based extrapolations, pricing models or other internal methodologies which incorporate management estimates and available market information.
The principal considerations for our determination that performing procedures relating to the valuation of certain Level 3 financial instruments is a critical audit matter are the significant judgment and estimation used by management to determine the fair value of these financial instruments, which in turn led to a high degree of auditor judgment, subjectivity and effort in performing procedures and in evaluating audit evidence obtained, including the involvement of professionals with specialized skill and knowledge.
Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to the valuation of financial instruments, including controls related to valuation models, significant unobservable inputs, and data. These procedures also included, among others, the involvement of professionalswith specialized skill and knowledge to assist in developing an independent estimate of fair value for a sample of these certain financial instruments and comparison of management’s estimate to the independently developed estimate of fair value. Developing the independent estimate involved testing the completeness and accuracy of data provided by management and evaluating the reasonableness of management’s significant unobservable inputs.

pwcsignature.jpg


Charlotte, North Carolina
February 20, 2024

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


89 Bank of America


Bank of America Corporation and Subsidiaries
Consolidated Statement of Income
(In millions, except per share information)202320222021
Net interest income 
Interest income$130,262 $72,565 $47,672 
Interest expense73,331 20,103 4,738 
Net interest income56,931 52,462 42,934 
Noninterest income 
Fees and commissions32,009 33,212 39,299 
Market making and similar activities12,732 12,075 8,691 
Other income(3,091)(2,799)(1,811)
Total noninterest income41,650 42,488 46,179 
Total revenue, net of interest expense98,581 94,950 89,113 
Provision for credit losses4,394 2,543 (4,594)
Noninterest expense
Compensation and benefits38,330 36,447 36,140 
Occupancy and equipment7,164 7,071 7,138 
Information processing and communications6,707 6,279 5,769 
Product delivery and transaction related3,608 3,653 3,881 
Professional fees2,159 2,142 1,775 
Marketing1,927 1,825 1,939 
Other general operating5,950 4,021 3,089 
Total noninterest expense65,845 61,438 59,731 
Income before income taxes28,342 30,969 33,976 
Income tax expense1,827 3,441 1,998 
Net income$26,515 $27,528 $31,978 
Preferred stock dividends and other1,649 1,513 1,421 
Net income applicable to common shareholders$24,866 $26,015 $30,557 
Per common share information 
Earnings$3.10 $3.21 $3.60 
Diluted earnings3.08 3.19 3.57 
Average common shares issued and outstanding8,028.6 8,113.7 8,493.3 
Average diluted common shares issued and outstanding8,080.5 8,167.5 8,558.4 
Consolidated Statement of Comprehensive Income
(Dollars in millions)202320222021
Net income$26,515 $27,528 $31,978 
Other comprehensive income (loss), net-of-tax:
Net change in debt securities573 (6,028)(2,077)
Net change in debit valuation adjustments(686)755 356 
Net change in derivatives3,919 (10,055)(2,306)
Employee benefit plan adjustments(439)(667)624 
Net change in foreign currency translation adjustments1 (57)(45)
Other comprehensive income (loss)3,368 (16,052)(3,448)
Comprehensive income (loss)$29,883 $11,476 $28,530 
















See accompanying Notes to Consolidated Financial Statements.
Bank of America 90


Bank of America Corporation and Subsidiaries
Consolidated Balance Sheet
December 31
(Dollars in millions)20232022
Assets
Cash and due from banks$27,892 $30,334 
Interest-bearing deposits with the Federal Reserve, non-U.S. central banks and other banks305,181 199,869 
Cash and cash equivalents333,073 230,203 
Time deposits placed and other short-term investments8,346 7,259 
Federal funds sold and securities borrowed or purchased under agreements to resell
   (includes $133,053 and $146,999 measured at fair value)
280,624 267,574 
Trading account assets (includes $130,815 and $115,505 pledged as collateral)
277,354 296,108 
Derivative assets39,323 48,642 
Debt securities: 
Carried at fair value276,852 229,994 
Held-to-maturity, at cost (fair value $496,597 and $524,267)
594,555 632,825 
Total debt securities871,407 862,819 
Loans and leases (includes $3,569 and $5,771 measured at fair value)
1,053,732 1,045,747 
Allowance for loan and lease losses(13,342)(12,682)
Loans and leases, net of allowance1,040,390 1,033,065 
Premises and equipment, net11,855 11,510 
Goodwill69,021 69,022 
Loans held-for-sale (includes $2,059 and $1,115 measured at fair value)
6,002 6,871 
Customer and other receivables81,881 67,543 
Other assets (includes $11,861 and $9,594 measured at fair value)
160,875 150,759 
Total assets$3,180,151 $3,051,375 
Liabilities  
Deposits in U.S. offices:  
Noninterest-bearing$530,619 $640,745 
Interest-bearing (includes $284 and $311 measured at fair value)
1,273,904 1,182,590 
Deposits in non-U.S. offices:
Noninterest-bearing16,427 20,480 
Interest-bearing102,877 86,526 
Total deposits1,923,827 1,930,341 
Federal funds purchased and securities loaned or sold under agreements to repurchase
   (includes $178,609 and $151,708 measured at fair value)
283,887 195,635 
Trading account liabilities95,530 80,399 
Derivative liabilities43,432 44,816 
Short-term borrowings (includes $4,690 and $832 measured at fair value)
32,098 26,932 
Accrued expenses and other liabilities (includes $11,473 and $9,752 measured at fair value
   and $1,209 and $1,540 of reserve for unfunded lending commitments)
207,527 224,073 
Long-term debt (includes $42,809 and $33,070 measured at fair value)
302,204 275,982 
Total liabilities2,888,505 2,778,178 
Commitments and contingencies (Note 6 – 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 – 4,088,099 and 4,088,101 shares
28,397 28,397 
Common stock and additional paid-in capital, $0.01 par value; authorized – 12,800,000,000 shares;
   issued and outstanding – 7,895,457,665 and 7,996,777,943 shares
56,365 58,953 
Retained earnings224,672 207,003 
Accumulated other comprehensive income (loss)(17,788)(21,156)
Total shareholders’ equity291,646 273,197 
Total liabilities and shareholders’ equity$3,180,151 $3,051,375 
Assets of consolidated variable interest entities included in total assets above (isolated to settle the liabilities of the variable interest entities)
Trading account assets$6,054 $2,816 
Loans and leases18,276 16,738 
Allowance for loan and lease losses(826)(797)
Loans and leases, net of allowance17,450 15,941 
All other assets269 116 
Total assets of consolidated variable interest entities$23,773 $18,873 
Liabilities of consolidated variable interest entities included in total liabilities above  
Short-term borrowings (includes $23 and $42 of non-recourse short-term borrowings)$2,957 $42 
Long-term debt (includes $8,456 and $4,581 of non-recourse debt)8,456 4,581 
All other liabilities (includes $19 and $13 of non-recourse liabilities)19 13 
Total liabilities of consolidated variable interest entities$11,432 $4,636 
See accompanying Notes to Consolidated Financial Statements.
91 Bank of America


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)SharesAmount
Balance, December 31, 2020$24,510 8,650.8 $85,982 $164,088 $(1,656)$272,924 
Net income31,978 31,978 
Net change in debt securities(2,077)(2,077)
Net change in debit valuation adjustments356 356 
Net change in derivatives(2,306)(2,306)
Employee benefit plan adjustments624 624 
Net change in foreign currency translation adjustments(45)(45)
Dividends declared:
Common(6,575)(6,575)
Preferred(1,421)(1,421)
Issuance of preferred stock2,169 2,169 
Redemption of preferred stock(1,971)(1,971)
Common stock issued under employee plans, net, and other42.3 1,542 (6)1,536 
Common stock repurchased(615.3)(25,126)(25,126)
Balance, December 31, 2021$24,708 8,077.8 $62,398 $188,064 $(5,104)$270,066 
Net income27,528 27,528 
Net change in debt securities(6,028)(6,028)
Net change in debit valuation adjustments755 755 
Net change in derivatives(10,055)(10,055)
Employee benefit plan adjustments(667)(667)
Net change in foreign currency translation adjustments(57)(57)
Dividends declared:
Common(6,963)(6,963)
Preferred(1,596)(1,596)
Issuance of preferred stock4,426 4,426 
Redemption of preferred stock(737)83 (654)
Common stock issued under employee plans, net, and other44.9 1,545 (30)1,515 
Common stock repurchased(125.9)(5,073)(5,073)
Balance, December 31, 2022$28,397 7,996.8 $58,953 $207,003 $(21,156)$273,197 
Cumulative adjustment for adoption of credit loss accounting standard184 184 
Net income26,515 26,515 
Net change in debt securities573 573 
Net change in debit valuation adjustments(686)(686)
Net change in derivatives3,919 3,919 
Employee benefit plan adjustments(439)(439)
Net change in foreign currency translation adjustments1 1 
Dividends declared:
Common(7,374)(7,374)
Preferred(1,649)(1,649)
Common stock issued under employee plans, net, and other45.4 1,988 (7)1,981 
Common stock repurchased(146.7)(4,576)(4,576)
Balance, December 31, 2023$28,397 7,895.5 $56,365 $224,672 $(17,788)$291,646 


















See accompanying Notes to Consolidated Financial Statements.
Bank of America 92


Bank of America Corporation and Subsidiaries
Consolidated Statement of Cash Flows
(Dollars in millions)202320222021
Operating activities   
Net income$26,515 $27,528 $31,978 
Adjustments to reconcile net income to net cash provided by operating activities:   
Provision for credit losses4,394 2,543 (4,594)
(Gains) losses on sales of debt securities405 (32)(22)
Depreciation and amortization2,057 1,978 1,898 
Net amortization of premium/discount on debt securities(397)2,072 5,837 
Deferred income taxes(2,011)739 (838)
Stock-based compensation2,942 2,862 2,768 
Loans held-for-sale:
Originations and purchases(15,621)(24,862)(43,635)
Proceeds from sales and paydowns of loans originally classified as held for sale and instruments
from related securitization activities
16,262 31,567 34,684 
Net change in:
Trading and derivative assets/liabilities44,391 (95,772)(22,104)
Other assets(23,944)20,799 (34,455)
Accrued expenses and other liabilities(17,719)23,029 16,639 
Other operating activities, net7,708 1,222 4,651 
Net cash provided by (used in) operating activities44,982 (6,327)(7,193)
Investing activities   
Net change in:
Time deposits placed and other short-term investments(1,087)(115)(598)
Federal funds sold and securities borrowed or purchased under agreements to resell(13,050)(16,854)53,338 
Debt securities carried at fair value:
Proceeds from sales101,165 69,114 6,893 
Proceeds from paydowns and maturities148,699 110,195 159,616 
Purchases(290,959)(134,962)(238,398)
Held-to-maturity debt securities:
Proceeds from paydowns and maturities36,955 63,852 124,880 
Purchases(98)(24,096)(362,736)
Loans and leases:
Proceeds from sales of loans originally classified as held for investment and instruments
from related securitization activities
11,081 26,757 10,396 
Purchases(5,351)(5,798)(5,164)
Other changes in loans and leases, net(17,484)(86,010)(58,039)
Other investing activities, net(5,258)(4,612)(3,479)
Net cash used in investing activities(35,387)(2,529)(313,291)
Financing activities   
Net change in:
Deposits(6,514)(134,190)268,966 
Federal funds purchased and securities loaned or sold under agreements to repurchase88,252 3,306 22,006 
Short-term borrowings5,162 3,179 4,432 
Long-term debt:
Proceeds from issuance65,396 65,910 76,675 
Retirement(44,571)(34,055)(46,826)
Preferred stock:
Proceeds from issuance 4,426 2,169 
Redemption (654)(1,971)
Common stock repurchased(4,576)(5,073)(25,126)
Cash dividends paid(9,087)(8,576)(8,055)
Other financing activities, net(717)(312)(620)
Net cash provided by (used in) financing activities93,345 (106,039)291,650 
Effect of exchange rate changes on cash and cash equivalents(70)(3,123)(3,408)
Net increase (decrease) in cash and cash equivalents102,870 (118,018)(32,242)
Cash and cash equivalents at January 1230,203 348,221 380,463 
Cash and cash equivalents at December 31$333,073 $230,203 $348,221 
Supplemental cash flow disclosures
Interest paid$69,604 $18,526 $4,506 
Income taxes paid, net3,405 2,288 2,760 
See accompanying Notes to Consolidated Financial Statements.
93 Bank of America


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, which include the Corporation’s interests in affordable housing and renewable energy partnerships, are recorded 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 requires management to make estimates and assumptions that affect reported amounts and disclosures. Actual results could materially differ from those estimates and assumptions.
New Accounting Standards Issued
Segment Reporting
The FASB amended the segment reporting requirements to add disclosures of incremental segment expense categories. The amended disclosures are effective for the fiscal year December 31, 2024, and interim periods thereafter, on a retrospective basis.
Income Taxes
The FASB expanded the income tax disclosure requirements related to the rate reconciliation and income taxes paid information. The amended disclosures are effective January 1, 2025, on a prospective basis.
New Accounting Standard Adopted
Financial Instruments Credit Losses
On January 1, 2023, the Corporation adopted the new accounting and disclosure requirements for expected credit losses (ECL) that removed the recognition and measurement guidance on troubled debt restructurings (TDRs) and added disclosures on the financial effect and subsequent performance of certain types of modifications made to borrowers experiencing financial difficulties.
Upon adoption of the standard, the Corporation recorded a reduction of $243 million in the allowance for credit losses for the impact of changes in the methodology used to estimate the allowance for credit losses for non-collateral dependent consumer and commercial TDRs. There was no impact to the valuation of loans previously classified as collateral-dependent TDRs. After adjusting for deferred taxes, the Corporation recorded an increase of $184 million in retained earnings through a cumulative-effect adjustment.
The additional disclosures are included in Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses on a prospective basis and include loan modifications where the contractual payment terms of the borrower’s loan agreement were modified through a refinancing or restructuring.
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 legally 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. In instances where the interest is negative, the Corporation’s policy is to present negative interest on financial assets as interest income and negative interest on financial liabilities as interest expense. For securities financing agreements that are accounted for under the fair value option, the changes in the fair value of these securities financing agreements are recorded in market making and similar activities 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, any allowance for loan losses is insignificant.
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.
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-
Bank of America 94


date basis. Realized and unrealized gains and losses are recognized in market making and similar activities.
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 market making and similar activities.
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 in market making and similar activities. 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 market making and similar activities and 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.
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. The Corporation also uses cash flow hedges to hedge the price risk associated with deferred compensation. Changes in the fair value of derivatives used in cash flow hedges are recorded in accumulated other comprehensive income (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 market making and similar activities.
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 market making and similar activities. 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 market making and similar activities. HTM debt securities are debt securities that management has the intent and ability to hold to maturity and are reported at amortized cost. If more than 85 percent of the principal has been collected
95 Bank of America


on level-payment mortgage-backed HTM debt securities since their acquisition, the debt securities, if disposed, are treated as matured for classification purposes.
The Corporation evaluates each AFS security where the value has declined below amortized cost. 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 through earnings. For AFS debt securities the Corporation intends to hold, the Corporation evaluates the debt securities for ECL, except for debt securities that are guaranteed by the U.S. Treasury, U.S. government agencies or sovereign entities of high credit quality where the Corporation applies a zero credit loss assumption. For the remaining AFS debt securities, the Corporation considers qualitative parameters such as internal and external credit ratings and the value of underlying collateral. If an AFS debt security fails any of the qualitative parameters, a discounted cash flow analysis is used by the Corporation to determine if a portion of the unrealized loss is a result of an ECL. The Corporation will then recognize either credit loss expense or a reversal of credit loss expense in other income for the amount necessary to adjust the debt securities valuation allowance to its current estimate of expected credit losses. Cash flows expected to be collected are estimated using all relevant information available such as remaining payment terms, prepayment speeds, the financial condition of the issuer, expected defaults and the value of the underlying collateral. 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 allowance recorded is limited to the difference between the amortized cost and the fair value of the asset.
The Corporation separately evaluates its HTM debt securities for any credit losses, of which substantially all qualify for the zero loss assumption. For the remaining securities, the Corporation performs a discounted cash flow analysis to estimate any credit losses which are then recognized as part of the allowance for credit losses.
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 or dispositions 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 recorded at cost less impairment, if any, plus or minus qualifying observable price changes. These securities are reported in other assets.
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 interest
reported in interest income and changes in fair value reported in market making and similar activities or 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 receivable. 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 receivable is defined as the level of disaggregation of portfolio segments based on the initial measurement attribute, risk 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 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.
Leases
The Corporation provides equipment financing to its customers through a variety of lessor arrangements. Direct financing leases and sales-type leases are carried at the aggregate of lease payments receivable plus the estimated residual value of the leased property less unearned income, which is accreted to interest income over the lease terms using methods that approximate the interest method. Operating lease income is recognized on a straight-line basis. The Corporation's lease arrangements generally do not contain non-lease components.
Allowance for Credit Losses
The ECL on funded consumer and commercial loans and leases is referred to as the allowance for loan and lease losses and is reported separately as a contra-asset to loans and leases on the Consolidated Balance Sheet. The ECL for unfunded lending commitments, including home equity lines of credit (HELOCs), standby letters of credit (SBLCs) and binding unfunded loan 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 at the amount necessary to adjust the allowance for credit losses to the current estimate of ECL.
For loans and leases, the ECL is typically estimated using quantitative methods that consider a variety of factors such as historical loss experience, the current credit quality of the portfolio as well as an economic outlook over the life of the loan. The life of the loan for closed-ended products is based on the contractual maturity of the loan adjusted for any expected prepayments. The contractual maturity includes any extension options that are at the sole discretion of the borrower. For open-endedopen- ended products (e.g., lines of credit), the ECL is determined based on the maximum repayment term associated with future draws from credit lines unless those lines of credit are unconditionally cancellable (e.g., credit cards) in which case the Corporation does not record any allowance.
In its loss forecasting framework, the Corporation incorporates forward-looking information through the use of macroeconomic scenarios applied over the forecasted life of the assets. These macroeconomic scenarios include variables that have historically been key drivers of increases and decreases in credit losses. These variables include, but are not limited to,
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unemployment rates, real estate prices, gross domestic product levels and corporate bond spreads. As any one economic outlook is inherently uncertain, the Corporation leverages
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multiple scenarios. The scenarios that are chosen each quarter and the weighting given to each scenario depend on a variety of factors including recent economic events, leading economic indicators, views of internal and third-party economists and industry trends.
The estimate of credit losses includes expected recoveries of amounts previously charged off (i.e., negative allowance). If a loan has been charged off, the expected cash flows on the loan are not limited by the current amortized cost balance. Instead, expected cash flows can be assumed up to the unpaid principal balance immediately prior to the charge-off.
The allowance for loan and lease losses for troubled debt restructurings (TDR) is measured based on the present value of projected future lifetime principal and interest cash flows discounted at the loan’s original effective interest rate, or in cases where foreclosure is probable or the loan is collateral dependent, at the loan’s collateral value or its observable market price, if available. The measurement of ECL for the renegotiated consumer credit card TDR portfolio is based on the present value of projected cash flows discounted using the average TDR portfolio contractual interest rate, excluding promotionally priced loans, in effect prior to restructuring. Projected cash flows for TDRs use the same economic outlook as discussed above. 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.
Also includedIncluded in the allowance for loan and lease losses are qualitative reserves to cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions described above. For example, factors that the Corporation considers include changes in lending policies and procedures, business conditions, the nature and size of the portfolio, portfolio concentrations, the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements, among others. Further, the Corporation considers the inherent uncertainty in quantitative models that are built on historical data.
With the exception of the Corporation's credit card portfolio, the Corporation does not include reserves for interest receivable in the measurement of the allowance for credit losses as the Corporation generally classifies consumer loans as nonperforming at 90 days past due and reverses interest income for these loans at that time. For credit card loans, the Corporation reserves for interest and fees as part of the allowance for loan and lease losses. Upon charge-off of a credit card loan, the Corporation reverses the interest and fee income against the income statement line item where it was originally recorded.
The Corporation has identified the following 3three portfolio segments and measures the allowance for credit losses using the following methods.
Consumer Real Estate
To estimate ECL for consumer loans secured by residential real estate, the Corporation estimates the number of loans that will default over the life of the existing portfolio, after factoring in estimated prepayments, using quantitative modeling methodologies. The attributes that are most significant in estimating the Corporation’s ECL include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination 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 estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect the economic outlook. The outlook on the unemployment rate and consumer real estate prices are key factors that impact the frequency and severity of loss estimates. The Corporation does not reserve for credit losses on the unpaid principal balance of loans insured by the Federal Housing Administration (FHA) and long-term standby loans, as these loans are fully insured. The Corporation records a reserve for unfunded lending commitments for the ECL associated with the undrawn portion of the Corporation’s HELOCs, which can only be canceled by the Corporation if certain criteria are met.
The ECL associated with these unfunded lending commitments is calculated using the same models and methodologies noted above and incorporate utilization assumptions at time of default.
For loans that are more than 180 days past due, and collateral-dependent TDRs, the Corporation bases the allowance on the estimated fair value of the underlying collateral as of the reporting date less costs to sell. The fair value of the collateral securing these loans is generally determined using an automated valuation model (AVM) 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 this portfolio in the aggregate.
For loans that are more than 180 days past due, and collateral-dependent TDRs, with the exception of the Corporation’s fully insured portfolio, the outstanding balance of loans that is in excess of the estimated property value after adjusting for costs to sell is charged off. If the estimated property value decreases in periods subsequent to the initial charge-off, the Corporation will record an additional charge-off; however, if the value increases in periods subsequent to the charge-off, the Corporation will adjust the allowance to account for the increase but not to a level above the cumulative charge-off amount.
Credit Cards and Other Consumer
Credit cards are revolving lines of credit without a defined maturity date. The estimated life of a credit card receivable is determined by estimating the amount and timing of expected future payments (e.g., borrowers making full payments, minimum payments or somewhere in between) that it will take for a receivable balance to pay off. The ECL on the future payments incorporates the spending behavior of a borrower through time using key borrower-specific factors and the economic outlook described above. The Corporation applies all expected payments in accordance with the Credit Card Accountability Responsibility and Disclosure Act of 2009 (i.e., paying down the highest interest rate bucket first). Then forecasted future payments are prioritized to pay off the oldest balance until it is brought to zero or an expected charge-off amount. Unemployment rate outlook, borrower credit score, delinquency status and historical payment behavior are all key inputs into the credit card receivable loss forecasting model.
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Future draws on the credit card lines are excluded from the ECL as they are unconditionally cancellable.
The ECL for the consumer vehicle lending portfolio is also determined using quantitative methods supplemented with qualitative analysis. The quantitative model estimates ECL giving consideration to key borrower and loan characteristics such as delinquency status, borrower credit score, LTV ratio, underlying collateral type and collateral value.
Commercial
The ECL on commercial loans is forecasted using models that estimate credit losses over the loan’s contractual life at an individual loan level. The models use the contractual terms to forecast future principal cash flows while also considering expected prepayments. For open-ended commitments such as revolving lines of credit, changes in funded balance are captured by forecasting a borrower’s draw and payment behavior over the
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remaining life of the commitment. For loans collateralized with commercial real estate and for which the underlying asset is the primary source of repayment, the loss forecasting models consider key loan and customer attributes such as LTV ratio, net operating income and debt service coverage, and captures variations in behavior according to property type and region. The outlook on the unemployment rate, gross domestic product, and forecasted real estate prices are utilized to determine indicators such as rent levels and vacancy rates, which impact the ECL estimate. For all other commercial loans and leases, the loss forecasting model determines the probabilities of transition to different credit risk ratings or default at each point over the life of the asset based on the borrower’s current credit risk rating, industry sector, size of the exposure and the geographic market. The severity of loss is determined based on the type of collateral securing the exposure, the size of the exposure, the borrower’s industry sector, any guarantors and the geographic market. Assumptions of expected loss are conditioned to the economic outlook, and the model considers key economic variables such as unemployment rate, gross domestic product, corporate bond spreads, real estate and other asset prices and equity market returns.
In addition to the allowance for loan and lease losses, the Corporation also estimates ECL 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. Reserves are estimated for the unfunded exposure using the same models and methodologies as the funded exposure and are reported as reserves for unfunded lending commitments.
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 and LHFS are not reported as nonperforming. When a nonaccrual loan is deemed uncollectible, it is charged off against the allowance for credit losses. If the charged-off amount is later recovered, the amount is reversed through the allowance for credit losses at the recovery date. Charge-offs are reported net of recoveries (net charge-offs). If recoveries for the period are greater than charge-offs,charge- offs, net charge-offs are reported as a negative amount.
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 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, creditCredit 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 thanwhen 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 accountloan becomes 180 days past due, within
60 days after receipt of notification of death or bankruptcy or upon confirmation of fraud. These loans continue to accrue interest until they are charged off and, therefore, are not reported as nonperforming loans. Consumer vehicle loans are placed on nonaccrual status when they become 90 days past due, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. These loans are charged off to their collateral values when the loans become 120 days past due, upon repossession of the collateral, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. If repossession of the collateral is not expected, the loans are fully charged off.
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. 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.
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 and LHFS are not classified as TDRs.
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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 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.
COVID-19 Programs
The Corporation has implemented various consumer and commercial loan modification programs to provide its borrowers relief from the economic impacts of the Coronavirus Disease 2019 (COVID-19) pandemic (the pandemic). In accordance with the Coronavirus Aid, Relief, and Economic Security Act (CARES Act), the Corporation has elected to not apply TDR classification to eligible COVID-19 related loan modifications that were performed after March 1, 2020 to loans that were current as of December 31, 2019. Accordingly, these restructurings are not classified as TDRs. The availability of this election expired on January 1, 2022. In addition, for loans modified in response to the pandemic that do not meet the above criteria (e.g., current payment status at December 31, 2019), the Corporation is applying the guidance included in an interagency statement issued by the bank regulatory agencies. This guidance states that loan modifications performed in light of the pandemic, including loan payment deferrals that are up to six months in duration, that were granted to borrowers who were current as of the implementation date of a loan modification program or modifications granted under government mandated modification programs, are not TDRs. For loan modifications that include a payment deferral and are not TDRs, the borrowers' past due and nonaccrual status have not been impacted during the deferral period. The Corporation has continued to accrue interest during the deferral period using a constant effective yield method. For most mortgage, HELOC and commercial loan modifications, the contractual interest that accrued during the deferral period is payable at the maturity of the loan. The Corporation includes these amounts with the unpaid principal balance when computing its allowance for credit losses. Amounts that are subsequently deemed uncollectible are written off against the allowance for credit losses.
Loans Held-for-sale
Loans that the Corporation intends to sell 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 for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and, upon the sale of a loan, are recognized as part of the gain or loss in noninterest income. 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.
PremisesIncome Taxes
The FASB expanded the income tax disclosure requirements related to the rate reconciliation and Equipmentincome taxes paid information. The amended disclosures are effective January 1, 2025, on a prospective basis.
PremisesNew Accounting Standard Adopted
Financial Instruments Credit Losses
On January 1, 2023, the Corporation adopted the new accounting and equipment are carried at cost less accumulated depreciationdisclosure requirements for expected credit losses (ECL) that removed the recognition and amortization. Depreciationmeasurement guidance on troubled debt restructurings (TDRs) and amortization are recognized usingadded disclosures on the straight-line method over the estimated useful livesfinancial effect and subsequent performance of certain types of modifications made to borrowers experiencing financial difficulties.
Upon adoption of the assets. Estimated lives range upstandard, the Corporation recorded a reduction of $243 million in the allowance for credit losses for the impact of changes in the methodology used to 40 yearsestimate the allowance for buildings, upcredit losses for non-collateral dependent consumer and commercial TDRs. There was no impact to 12 yearsthe valuation of loans previously classified as collateral-dependent TDRs. After adjusting for furniture and equipment, anddeferred taxes, the shorterCorporation recorded an increase of lease term or estimated useful life for leasehold improvements.$184 million in retained earnings through a cumulative-effect adjustment.
Other Assets
For the Corporation’s financial assets thatThe additional disclosures are measured at amortized cost and are not included in debt securitiesNote 5 – Outstanding Loans and Leases and Allowance for Credit Losses on a prospective basis and include loan modifications where the contractual payment terms of the borrower’s loan agreement were modified through a refinancing or loansrestructuring.
Significant Accounting Principles
Cash and leasesCash Equivalents
Cash and cash equivalents include cash on hand, cash items in the Consolidated Balance Sheet,process of collection, cash segregated under federal and other brokerage regulations, and amounts due from correspondent banks, the Corporation evaluates these assets for ECL using various techniques. For assets thatFederal Reserve Bank and certain non-U.S. central banks. Certain cash balances are subjectrestricted as to collateral maintenance provisions, including federal funds sold and securitieswithdrawal or usage by legally 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 collateral consists of daily margining of liquidtransaction is required to be accounted for as individual sale and marketable assetspurchase transactions. Generally, these agreements are recorded at acquisition or sale price plus accrued interest. In instances where the margininginterest is expectednegative, the Corporation’s policy is to be maintained intopresent negative interest on financial assets as interest income and negative interest on financial liabilities as interest expense. For securities financing agreements that are accounted for under the foreseeable future,fair value option, the expectedchanges in the fair value of these securities financing agreements are recorded in market making and similar activities 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, any allowance for loan losses are assumed to be zero. For all other assets,is insignificant.
In transactions where the Corporation performs qualitative analyses, including consideration of historical losses and current economic conditions, to estimate any ECL which are then includedacts as the lender in a valuation accountsecurities lending agreement and receives securities that is recordedcan be pledged or sold as a contra-asset against the amortized cost basis of the financial asset.
Lessee Arrangements
Substantially all of the Corporation’s lessee arrangements are operating leases. Under these arrangements, the Corporation records right-of-use assets and lease liabilities at lease commencement. Right-of-use assets are reported in other assetscollateral, it recognizes an asset on the Consolidated Balance Sheet and the related lease liabilities are reported in accrued expenses and other liabilities. All leases are recorded on the Consolidated Balance Sheet except leases with an initial term less than 12 months for which the Corporation made the short-term lease election. Lease expense is recognized on a straight-line basis over the lease term and is recorded in occupancy and equipment expense in the Consolidated Statement of Income.
The Corporation made an accounting policy election not to separate lease and non-lease components of a contract that is or contains a lease for its real estate and equipment leases. As such, lease payments represent payments on both lease and non-lease components. At lease commencement, lease liabilities are recognized based on the present value of the remaining lease payments and discounted using the Corporation’s incremental borrowing rate. Right-of-use assets initially equal the lease liability, adjusted for any lease payments
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made prior to lease commencement and for any lease incentives.
Goodwill and Intangible Assets
Goodwill is the purchase premium after adjusting for theat 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 indicaterepresenting the securities received, and a potential impairment, atliability, representing 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. The Corporation has an unconditional option to bypass the qualitative assessment for any reporting unit in any period and proceed directly to performing the quantitative goodwill impairment test. The Corporation may resume performing the qualitative assessment in any subsequent period.
When performing the quantitative assessment, if the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit would not be considered impaired. If the carrying value of the reporting unit exceeds its fair value, a goodwill impairment loss would be recognized for the amount by which the reporting unit’s allocated equity exceeds its fair value. 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 changesreturn those securities.
Trading Instruments
Financial instruments utilized 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 securitizationtrading 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 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 recordedcarried 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, areis generally based primarily on quoted market prices in activefor the same or inactive markets. Generally, quotedsimilar assets and liabilities. If these market prices for retained residual interests
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are not available; therefore, the Corporation estimatesavailable, fair values are estimated 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. Under applicable accounting standards, fair value measurements are categorized into one of 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 usingdealer 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-
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date basis. Realized and unrealized gains and losses are recognized in market making and similar activities.
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 incorporateare 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 assumptionsuse 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 participant would useprices 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 market making and similar activities.
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 in market making and similar activities. 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 market making and similar activities and 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.
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. This category generally includes retained residual interestsFor 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 securitizations, consumer MSRs, certain ABS, highly structured, complexcash flows of assets and liabilities or long-datedforecasted transactions caused by interest rate or foreign exchange rate fluctuations. The Corporation also uses cash flow hedges to hedge the price risk associated with deferred compensation. Changes in the fair value of derivatives used in cash flow hedges are recorded in accumulated other comprehensive income (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 contracts, certain loansthat 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 LHFS, IRLCsare recorded in market making and certain CDOssimilar activities.
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 market making and similar activities. 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 market making and similar activities. HTM debt securities are debt securities that management has the intent and ability to hold to maturity and are reported at amortized cost. If more than 85 percent of the principal has been collected
95 Bank of America


on level-payment mortgage-backed HTM debt securities since their acquisition, the debt securities, if disposed, are treated as matured for classification purposes.
The Corporation evaluates each AFS security where independent pricing information cannotthe value has declined below amortized cost. If the Corporation intends to sell or believes it is more likely than not that it will be obtainedrequired to sell the debt security, it is written down to fair value through earnings. For AFS debt securities the Corporation intends to hold, the Corporation evaluates the debt securities for ECL, except for debt securities that are guaranteed by the U.S. Treasury, U.S. government agencies or sovereign entities of high credit quality where the Corporation applies a significantzero credit loss assumption. For the remaining AFS debt securities, the Corporation considers qualitative parameters such as internal and external credit ratings and the value of underlying collateral. If an AFS debt security fails any of the qualitative parameters, a discounted cash flow analysis is used by the Corporation to determine if a portion of the unrealized loss is a result of an ECL. The Corporation will then recognize either credit loss expense or a reversal of credit loss expense in other income for the amount necessary to adjust the debt securities valuation allowance to its current estimate of expected credit losses. Cash flows expected to be collected are estimated using all relevant information available such as remaining payment terms, prepayment speeds, the financial condition of the issuer, expected defaults and the value of the underlying collateral. 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 allowance recorded is limited to the difference between the amortized cost and the fair value of the asset.
The Corporation separately evaluates its HTM debt securities for any credit losses, of which substantially all qualify for the zero loss assumption. For the remaining securities, the Corporation performs a discounted cash flow analysis to estimate any credit losses which are then recognized as part of the allowance for credit losses.
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 or dispositions 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 recorded at cost less impairment, if any, plus or minus qualifying observable price changes. These securities are reported in other assets.
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 interest
reported in interest income and changes in fair value reported in market making and similar activities or 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 receivable. 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 receivable is defined as the level of disaggregation of portfolio segments based on the initial measurement attribute, risk 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 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.
Leases
The Corporation provides equipment financing to its customers through a variety of lessor arrangements. Direct financing leases and sales-type leases are carried at the aggregate of lease payments receivable plus the estimated residual value of the leased property less unearned income, which is accreted to interest income over the lease terms using methods that approximate the interest method. Operating lease income is recognized on a straight-line basis. The Corporation's lease arrangements generally do not contain non-lease components.
Allowance for Credit Losses
The ECL on funded consumer and commercial loans and leases is referred to as the allowance for loan and lease losses and is reported separately as a contra-asset to loans and leases on the Consolidated Balance Sheet. The ECL for unfunded lending commitments, including home equity lines of credit (HELOCs), standby letters of credit (SBLCs) and binding unfunded loan 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 at the amount necessary to adjust the allowance for credit losses to the current estimate of ECL.
For loans and leases, the ECL is typically estimated using quantitative methods that consider a variety of factors such as historical loss experience, the current credit quality of the portfolio as well as an economic outlook over the life of the loan. The life of the loan for closed-ended products is based on the contractual maturity of the loan adjusted for any expected prepayments. The contractual maturity includes any extension options that are at the sole discretion of the borrower. For open- ended products (e.g., lines of credit), the ECL is determined based on the maximum repayment term associated with future draws from credit lines unless those lines of credit are unconditionally cancellable (e.g., credit cards) in which case the Corporation does not record any allowance.
In its loss forecasting framework, the Corporation incorporates forward-looking information through the use of macroeconomic scenarios applied over the forecasted life of the assets. These macroeconomic scenarios include variables that have historically been key drivers of increases and decreases in credit losses. These variables include, but are not limited to,
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unemployment rates, real estate prices, gross domestic product levels and corporate bond spreads. As any one economic outlook is inherently uncertain, the Corporation leverages multiple scenarios. The scenarios that are chosen each quarter and the weighting given to each scenario depend on a variety of factors including recent economic events, leading economic indicators, views of internal and third-party economists and industry trends.
The estimate of credit losses includes expected recoveries of amounts previously charged off (i.e., negative allowance). If a loan has been charged off, the expected cash flows on the loan are not limited by the current amortized cost balance. Instead, expected cash flows can be assumed up to the unpaid principal balance immediately prior to the charge-off.
Included in the allowance for loan and lease losses are qualitative reserves to cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions described above. For example, factors that the Corporation considers include changes in lending policies and procedures, business conditions, the nature and size of the portfolio, portfolio concentrations, the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements, among others. Further, the Corporation considers the inherent uncertainty in quantitative models that are built on historical data.
With the exception of the Corporation's credit card portfolio, the Corporation does not include reserves for interest receivable in the measurement of the allowance for credit losses as the Corporation generally classifies consumer loans as nonperforming at 90 days past due and reverses interest income for these loans at that time. For credit card loans, the Corporation reserves for interest and fees as part of the allowance for loan and lease losses. Upon charge-off of a credit card loan, the Corporation reverses the interest and fee income against the income statement line item where it was originally recorded.
The Corporation has identified the following three portfolio segments and measures the allowance for credit losses using the following methods.
Consumer Real Estate
To estimate ECL for consumer loans secured by residential real estate, the Corporation estimates the number of loans that will default over the life of the existing portfolio, after factoring in estimated prepayments, using quantitative modeling methodologies. The attributes that are most significant in estimating the Corporation’s ECL include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination 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 estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect the economic outlook. The outlook on the unemployment rate and consumer real estate prices are key factors that impact the frequency and severity of loss estimates. The Corporation does not reserve for credit losses on the unpaid principal balance of loans insured by the Federal Housing Administration (FHA) and long-term standby loans, as these loans are fully insured. The Corporation records a reserve for unfunded lending commitments for the ECL associated with the undrawn portion of the Corporation’s HELOCs, which can only be canceled by the Corporation if certain criteria are met.
The ECL associated with these unfunded lending commitments is calculated using the same models and methodologies noted above and incorporate utilization assumptions at time of default.
For loans that are more than 180 days past due, the Corporation bases the allowance on the estimated fair value of the underlying collateral as of the reporting date less costs to sell. The fair value of the collateral securing these loans is generally determined using an automated valuation model (AVM) 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 this portfolio in the aggregate.
For loans that are more than 180 days past due, with the exception of the Corporation’s fully insured portfolio, the outstanding balance of loans that is in excess of the estimated property value after adjusting for costs to sell is charged off. If the estimated property value decreases in periods subsequent to the initial charge-off, the Corporation will record an additional charge-off; however, if the value increases in periods subsequent to the charge-off, the Corporation will adjust the allowance to account for the increase but not to a level above the cumulative charge-off amount.
Credit Cards and Other Consumer
Credit cards are revolving lines of credit without a defined maturity date. The estimated life of a credit card receivable is determined by estimating the amount and timing of expected future payments (e.g., borrowers making full payments, minimum payments or somewhere in between) that it will take for a receivable balance to pay off. The ECL on the future payments incorporates the spending behavior of a borrower through time using key borrower-specific factors and the economic outlook described above. The Corporation applies all expected payments in accordance with the Credit Card Accountability Responsibility and Disclosure Act of 2009 (i.e., paying down the highest interest rate bucket first). Then forecasted future payments are prioritized to pay off the oldest balance until it is brought to zero or an expected charge-off amount. Unemployment rate outlook, borrower credit score, delinquency status and historical payment behavior are all key inputs into the credit card receivable loss forecasting model. Future draws on the credit card lines are excluded from the ECL as they are unconditionally cancellable.
The ECL for the consumer vehicle lending portfolio is also determined using quantitative methods supplemented with qualitative analysis. The quantitative model estimates ECL giving consideration to key borrower and loan characteristics such as delinquency status, borrower credit score, LTV ratio, underlying collateral type and collateral value.
Commercial
The ECL on commercial loans is forecasted using models that estimate credit losses over the loan’s contractual life at an individual loan level. The models use the contractual terms to forecast future principal cash flows while also considering expected prepayments. For open-ended commitments such as revolving lines of credit, changes in funded balance are captured by forecasting a borrower’s draw and payment behavior over the
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remaining life of the commitment. For loans collateralized with commercial real estate and for which the underlying asset is the primary source of repayment, the loss forecasting models consider key loan and customer attributes such as LTV ratio, net operating income and debt service coverage, and captures variations in behavior according to property type and region. The outlook on the unemployment rate, gross domestic product, and forecasted real estate prices are utilized to determine indicators such as rent levels and vacancy rates, which impact the ECL estimate. For all other commercial loans and leases, the loss forecasting model determines the probabilities of transition to different credit risk ratings or default at each point over the life of the asset based on the borrower’s current credit risk rating, industry sector, size of the exposure and the geographic market. The severity of loss is determined based on the type of collateral securing the exposure, the size of the exposure, the borrower’s industry sector, any guarantors and the geographic market. Assumptions of expected loss are conditioned to the economic outlook, and the model considers key economic variables such as unemployment rate, gross domestic product, corporate bond spreads, real estate and other asset prices and equity market returns.
In addition to the allowance for loan and lease losses, the Corporation also estimates ECL 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. Reserves are estimated for the unfunded exposure using the same models and methodologies as the funded exposure and are reported as reserves for unfunded lending commitments.
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 and LHFS are not reported as nonperforming. When a nonaccrual loan is deemed uncollectible, it is charged off against the allowance for credit losses. If the charged-off amount is later recovered, the amount is reversed through the allowance for credit losses at the recovery date. Charge-offs are reported net of recoveries (net charge-offs). If recoveries for the period are greater than charge- offs, net charge-offs are reported as a negative amount.
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 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.
Credit card and other unsecured consumer loans are charged off when the loan becomes 180 days past due, within
60 days after receipt of notification of death or bankruptcy or upon confirmation of fraud. These loans continue to accrue interest until they are charged off and, therefore, are not reported as nonperforming loans. Consumer vehicle loans are placed on nonaccrual status when they become 90 days past due, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. These loans are charged off to their collateral values when the loans become 120 days past due, upon repossession of the collateral, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. If repossession of the collateral is not expected, the loans are fully charged off.
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. 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.
Loans Held-for-sale
Loans that the Corporation intends to sell 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 for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and, upon the sale of a loan, are recognized as part of the gain or loss in noninterest income. 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.
Income Taxes
The FASB expanded the income tax disclosure requirements related to the rate reconciliation and income taxes paid information. The amended disclosures are effective January 1, 2025, on a prospective basis.
New Accounting Standard Adopted
Financial Instruments Credit Losses
On January 1, 2023, the Corporation adopted the new accounting and disclosure requirements for expected credit losses (ECL) that removed the recognition and measurement guidance on troubled debt restructurings (TDRs) and added disclosures on the financial effect and subsequent performance of certain types of modifications made to borrowers experiencing financial difficulties.
Upon adoption of the standard, the Corporation recorded a reduction of $243 million in the allowance for credit losses for the impact of changes in the methodology used to estimate the allowance for credit losses for non-collateral dependent consumer and commercial TDRs. There was no impact to the valuation of loans previously classified as collateral-dependent TDRs. After adjusting for deferred taxes, the Corporation recorded an increase of $184 million in retained earnings through a cumulative-effect adjustment.
The additional disclosures are included in Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses on a prospective basis and include loan modifications where the contractual payment terms of the borrower’s loan agreement were modified through a refinancing or restructuring.
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 legally 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. In instances where the interest is negative, the Corporation’s policy is to present negative interest on financial assets as interest income and negative interest on financial liabilities as interest expense. For securities financing agreements that are accounted for under the fair value option, the changes in the fair value of these securities financing agreements are recorded in market making and similar activities 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, any allowance for loan losses is insignificant.
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.
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-
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date basis. Realized and unrealized gains and losses are recognized in market making and similar activities.
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 market making and similar activities.
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 in market making and similar activities. 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 market making and similar activities and 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.
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. The Corporation also uses cash flow hedges to hedge the price risk associated with deferred compensation. Changes in the fair value of derivatives used in cash flow hedges are recorded in accumulated other comprehensive income (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 market making and similar activities.
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 market making and similar activities. 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 market making and similar activities. HTM debt securities are debt securities that management has the intent and ability to hold to maturity and are reported at amortized cost. If more than 85 percent of the principal has been collected
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on level-payment mortgage-backed HTM debt securities since their acquisition, the debt securities, if disposed, are treated as matured for classification purposes.
The Corporation evaluates each AFS security where the value has declined below amortized cost. 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 through earnings. For AFS debt securities the Corporation intends to hold, the Corporation evaluates the debt securities for ECL, except for debt securities that are guaranteed by the U.S. Treasury, U.S. government agencies or sovereign entities of high credit quality where the Corporation applies a zero credit loss assumption. For the remaining AFS debt securities, the Corporation considers qualitative parameters such as internal and external credit ratings and the value of underlying collateral. If an AFS debt security fails any of the qualitative parameters, a discounted cash flow analysis is used by the Corporation to determine if a portion of the unrealized loss is a result of an ECL. The Corporation will then recognize either credit loss expense or a reversal of credit loss expense in other income for the amount necessary to adjust the debt securities valuation allowance to its current estimate of expected credit losses. Cash flows expected to be collected are estimated using all relevant information available such as remaining payment terms, prepayment speeds, the financial condition of the issuer, expected defaults and the value of the underlying collateral. 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 allowance recorded is limited to the difference between the amortized cost and the fair value of the asset.
The Corporation separately evaluates its HTM debt securities for any credit losses, of which substantially all qualify for the zero loss assumption. For the remaining securities, the Corporation performs a discounted cash flow analysis to estimate any credit losses which are then recognized as part of the allowance for credit losses.
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 or dispositions 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 recorded at cost less impairment, if any, plus or minus qualifying observable price changes. These securities are reported in other assets.
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 interest
reported in interest income and changes in fair value reported in market making and similar activities or 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 receivable. 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 receivable is defined as the level of disaggregation of portfolio segments based on the initial measurement attribute, risk 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 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.
Leases
The Corporation provides equipment financing to its customers through a variety of lessor arrangements. Direct financing leases and sales-type leases are carried at the aggregate of lease payments receivable plus the estimated residual value of the leased property less unearned income, which is accreted to interest income over the lease terms using methods that approximate the interest method. Operating lease income is recognized on a straight-line basis. The Corporation's lease arrangements generally do not contain non-lease components.
Allowance for Credit Losses
The ECL on funded consumer and commercial loans and leases is referred to as the allowance for loan and lease losses and is reported separately as a contra-asset to loans and leases on the Consolidated Balance Sheet. The ECL for unfunded lending commitments, including home equity lines of credit (HELOCs), standby letters of credit (SBLCs) and binding unfunded loan 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 at the amount necessary to adjust the allowance for credit losses to the current estimate of ECL.
For loans and leases, the ECL is typically estimated using quantitative methods that consider a variety of factors such as historical loss experience, the current credit quality of the portfolio as well as an economic outlook over the life of the loan. The life of the loan for closed-ended products is based on the contractual maturity of the loan adjusted for any expected prepayments. The contractual maturity includes any extension options that are at the sole discretion of the borrower. For open- ended products (e.g., lines of credit), the ECL is determined based on the maximum repayment term associated with future draws from credit lines unless those lines of credit are unconditionally cancellable (e.g., credit cards) in which case the Corporation does not record any allowance.
In its loss forecasting framework, the Corporation incorporates forward-looking information through the use of macroeconomic scenarios applied over the forecasted life of the assets. These macroeconomic scenarios include variables that have historically been key drivers of increases and decreases in credit losses. These variables include, but are not limited to,
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unemployment rates, real estate prices, gross domestic product levels and corporate bond spreads. As any one economic outlook is inherently uncertain, the Corporation leverages multiple scenarios. The scenarios that are chosen each quarter and the weighting given to each scenario depend on a variety of factors including recent economic events, leading economic indicators, views of internal and third-party economists and industry trends.
The estimate of credit losses includes expected recoveries of amounts previously charged off (i.e., negative allowance). If a loan has been charged off, the expected cash flows on the loan are not limited by the current amortized cost balance. Instead, expected cash flows can be assumed up to the unpaid principal balance immediately prior to the charge-off.
Included in the allowance for loan and lease losses are qualitative reserves to cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions described above. For example, factors that the Corporation considers include changes in lending policies and procedures, business conditions, the nature and size of the portfolio, portfolio concentrations, the volume and severity of past due loans and nonaccrual loans, the effect of external factors such as competition, and legal and regulatory requirements, among others. Further, the Corporation considers the inherent uncertainty in quantitative models that are built on historical data.
With the exception of the Corporation's credit card portfolio, the Corporation does not include reserves for interest receivable in the measurement of the allowance for credit losses as the Corporation generally classifies consumer loans as nonperforming at 90 days past due and reverses interest income for these loans at that time. For credit card loans, the Corporation reserves for interest and fees as part of the allowance for loan and lease losses. Upon charge-off of a credit card loan, the Corporation reverses the interest and fee income against the income statement line item where it was originally recorded.
The Corporation has identified the following three portfolio segments and measures the allowance for credit losses using the following methods.
Consumer Real Estate
To estimate ECL for consumer loans secured by residential real estate, the Corporation estimates the number of loans that will default over the life of the existing portfolio, after factoring in estimated prepayments, using quantitative modeling methodologies. The attributes that are most significant in estimating the Corporation’s ECL include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination 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 estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect the economic outlook. The outlook on the unemployment rate and consumer real estate prices are key factors that impact the frequency and severity of loss estimates. The Corporation does not reserve for credit losses on the unpaid principal balance of loans insured by the Federal Housing Administration (FHA) and long-term standby loans, as these loans are fully insured. The Corporation records a reserve for unfunded lending commitments for the ECL associated with the undrawn portion of the Corporation’s HELOCs, which can only be canceled by the Corporation if certain criteria are met.
The ECL associated with these unfunded lending commitments is calculated using the same models and methodologies noted above and incorporate utilization assumptions at time of default.
For loans that are more than 180 days past due, the Corporation bases the allowance on the estimated fair value of the underlying collateral as of the reporting date less costs to sell. The fair value of the collateral securing these loans is generally determined using an automated valuation model (AVM) 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 this portfolio in the aggregate.
For loans that are more than 180 days past due, with the exception of the Corporation’s fully insured portfolio, the outstanding balance of loans that is in excess of the estimated property value after adjusting for costs to sell is charged off. If the estimated property value decreases in periods subsequent to the initial charge-off, the Corporation will record an additional charge-off; however, if the value increases in periods subsequent to the charge-off, the Corporation will adjust the allowance to account for the increase but not to a level above the cumulative charge-off amount.
Credit Cards and Other Consumer
Credit cards are revolving lines of credit without a defined maturity date. The estimated life of a credit card receivable is determined by estimating the amount and timing of expected future payments (e.g., borrowers making full payments, minimum payments or somewhere in between) that it will take for a receivable balance to pay off. The ECL on the future payments incorporates the spending behavior of a borrower through time using key borrower-specific factors and the economic outlook described above. The Corporation applies all expected payments in accordance with the Credit Card Accountability Responsibility and Disclosure Act of 2009 (i.e., paying down the highest interest rate bucket first). Then forecasted future payments are prioritized to pay off the oldest balance until it is brought to zero or an expected charge-off amount. Unemployment rate outlook, borrower credit score, delinquency status and historical payment behavior are all key inputs into the credit card receivable loss forecasting model. Future draws on the credit card lines are excluded from the ECL as they are unconditionally cancellable.
The ECL for the consumer vehicle lending portfolio is also determined using quantitative methods supplemented with qualitative analysis. The quantitative model estimates ECL giving consideration to key borrower and loan characteristics such as delinquency status, borrower credit score, LTV ratio, underlying collateral type and collateral value.
Commercial
The ECL on commercial loans is forecasted using models that estimate credit losses over the loan’s contractual life at an individual loan level. The models use the contractual terms to forecast future principal cash flows while also considering expected prepayments. For open-ended commitments such as revolving lines of credit, changes in funded balance are captured by forecasting a borrower’s draw and payment behavior over the
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remaining life of the commitment. For loans collateralized with commercial real estate and for which the underlying asset is the primary source of repayment, the loss forecasting models consider key loan and customer attributes such as LTV ratio, net operating income and debt service coverage, and captures variations in behavior according to property type and region. The outlook on the unemployment rate, gross domestic product, and forecasted real estate prices are utilized to determine indicators such as rent levels and vacancy rates, which impact the ECL estimate. For all other commercial loans and leases, the loss forecasting model determines the probabilities of transition to different credit risk ratings or default at each point over the life of the asset based on the borrower’s current credit risk rating, industry sector, size of the exposure and the geographic market. The severity of loss is determined based on the type of collateral securing the exposure, the size of the exposure, the borrower’s industry sector, any guarantors and the geographic market. Assumptions of expected loss are conditioned to the economic outlook, and the model considers key economic variables such as unemployment rate, gross domestic product, corporate bond spreads, real estate and other asset prices and equity market returns.
In addition to the allowance for loan and lease losses, the Corporation also estimates ECL 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. Reserves are estimated for the unfunded exposure using the same models and methodologies as the funded exposure and are reported as reserves for unfunded lending commitments.
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 and LHFS are not reported as nonperforming. When a nonaccrual loan is deemed uncollectible, it is charged off against the allowance for credit losses. If the charged-off amount is later recovered, the amount is reversed through the allowance for credit losses at the recovery date. Charge-offs are reported net of recoveries (net charge-offs). If recoveries for the period are greater than charge- offs, net charge-offs are reported as a negative amount.
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 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.
Credit card and other unsecured consumer loans are charged off when the loan becomes 180 days past due, within
60 days after receipt of notification of death or bankruptcy or upon confirmation of fraud. These loans continue to accrue interest until they are charged off and, therefore, are not reported as nonperforming loans. Consumer vehicle loans are placed on nonaccrual status when they become 90 days past due, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. These loans are charged off to their collateral values when the loans become 120 days past due, upon repossession of the collateral, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. If repossession of the collateral is not expected, the loans are fully charged off.
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. 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.
Loans Held-for-sale
Loans that the Corporation intends to sell 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 for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and, upon the sale of a loan, are recognized as part of the gain or loss in noninterest income. 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.
Other Assets
For the Corporation’s financial assets that are measured at amortized cost and are not included in debt securities or loans
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and leases on the Consolidated Balance Sheet, the Corporation evaluates these assets for ECL using various techniques. For assets that are subject to collateral maintenance provisions, including federal funds sold and securities borrowed or purchased under agreements to resell, where the collateral consists of daily margining of liquid and marketable assets where the margining is expected to be maintained into the foreseeable future, the expected losses are assumed to be zero. For all other assets, the Corporation performs qualitative analyses, including consideration of historical losses and current economic conditions, to estimate any ECL which are then included in a valuation account that is recorded as a contra-asset against the amortized cost basis of the financial asset.
Lessee Arrangements
Substantially all of the Corporation’s lessee arrangements are operating leases. Under these arrangements, the Corporation records right-of-use assets and lease liabilities at lease commencement. Right-of-use assets are reported in other assets on the Consolidated Balance Sheet, and the related lease liabilities are reported in accrued expenses and other liabilities. All leases are recorded on the Consolidated Balance Sheet except leases with an initial term less than 12 months for which the Corporation made the short-term lease election. Lease expense is recognized on a straight-line basis over the lease term and is recorded in occupancy and equipment expense in the Consolidated Statement of Income.
The Corporation made an accounting policy election not to separate lease and non-lease components of a contract that is or contains a lease for its real estate and equipment leases. As such, lease payments represent payments on both lease and non-lease components. At lease commencement, lease liabilities are recognized based on the present value of the remaining lease payments and discounted using the Corporation’s incremental borrowing rate. Right-of-use assets initially equal the lease liability, adjusted for any lease payments made prior to lease commencement and for any lease incentives.
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. The Corporation has an unconditional option to bypass the qualitative assessment for any reporting unit in any period and proceed directly to performing the quantitative goodwill impairment test. The Corporation may resume performing the qualitative assessment in any subsequent period.
When performing the quantitative assessment, if the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit would not be considered impaired. If the carrying value of the reporting unit exceeds its fair value, a goodwill impairment loss would be recognized for the amount by which the reporting unit’s allocated equity exceeds its fair value. 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 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
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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. Under applicable accounting standards, fair value measurements are categorized into one of 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.
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 interchange, cash advances and other miscellaneous items from credit and debit card transactions and from processing card transactions for merchants. Card income is presented net
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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 and merchants 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
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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 50basis 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) (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 clients with transactions related to mergers and acquisitions and financial restructurings. Revenue varies depending on the size of the transaction and scope of services performed and is generally contingent on successful completion 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 client.
Other Revenue Measurement and Recognition Policies
The Corporation did not disclose the value of any open performance obligations at December 31, 2021,2023, 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.

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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.
Paycheck Protection Program
The Corporation is participating in the Paycheck Protection Program (PPP), which is a loan program that originated from the CARES Act and was subsequently expanded by the Paycheck Protection Program and Health Care Enhancement Act. The PPP is designed to provide U.S. small businesses with cash-flow assistance through loans fully guaranteed by the Small Business Administration (SBA). If the borrower meets certain criteria and uses the proceeds towards certain eligible expenses, the borrower’s obligation to repay the loan can be forgiven up to the full principal amount of the loan and any accrued interest. Upon borrower forgiveness, the SBA pays the Corporation for the principal and accrued interest owed on the loan. If the full principal of the loan is not forgiven, the loan will operate according to the original loan terms with the 100 percent SBA guaranty remaining. At December 31, 2021 and 2020, the Corporation had approximately 67,000 and 332,000 PPP loans with a carrying value of $4.7 billion and $22.7 billion. As compensation for originating the loans, the Corporation received lender processing fees from the SBA, which were capitalized, along with the loan origination costs, and are being amortized over the loans’ contractual lives and recognized as interest income. Upon forgiveness of a loan and repayment by the SBA, any unrecognized net capitalized fees and costs related to the loan are recognized as interest income in that period.


Bank of America 102


NOTE 2 Net Interest Income and Noninterest Income
The table below presents the Corporation’s net interest income and noninterest income disaggregated by revenue source for 2021, 20202023, 2022 and 2019.2021. 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.Information.
(Dollars in millions)(Dollars in millions)202120202019
(Dollars in millions)
(Dollars in millions)
Net interest income
Net interest income
Net interest incomeNet interest income
Interest incomeInterest income
Interest income
Interest income
Loans and leases
Loans and leases
Loans and leasesLoans and leases$29,282 $34,029 $43,086 
Debt securitiesDebt securities12,376 9,790 11,806 
Debt securities
Debt securities
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
(90)903 4,843 
Trading account assetsTrading account assets3,770 4,128 5,196 
Trading account assets
Trading account assets
Other interest incomeOther interest income2,334 2,735 6,305 
Other interest income
Other interest income
Total interest income
Total interest income
Total interest incomeTotal interest income47,672 51,585 71,236 
Interest expenseInterest expense
Interest expense
Interest expense
Deposits
Deposits
DepositsDeposits537 1,943 7,188 
Short-term borrowings (1)
Short-term borrowings (1)
(358)987 7,208 
Short-term borrowings (1)
Short-term borrowings (1)
Trading account liabilities
Trading account liabilities
Trading account liabilitiesTrading account liabilities1,128 974 1,249 
Long-term debtLong-term debt3,431 4,321 6,700 
Long-term debt
Long-term debt
Total interest expenseTotal interest expense4,738 8,225 22,345 
Total interest expense
Total interest expense
Net interest income
Net interest income
Net interest incomeNet interest income$42,934 $43,360 $48,891 
Noninterest incomeNoninterest income
Noninterest income
Noninterest income
Fees and commissions
Fees and commissions
Fees and commissionsFees and commissions
Card incomeCard income
Card income
Card income
Interchange fees (2)
Interchange fees (2)
Interchange fees (2)
Interchange fees (2)
$4,560 $3,954 $3,834 
Other card incomeOther card income1,658 1,702 1,963 
Other card income
Other card income
Total card income
Total card income
Total card incomeTotal card income6,218 5,656 5,797 
Service chargesService charges
Service charges
Service charges
Deposit-related fees
Deposit-related fees
Deposit-related feesDeposit-related fees6,271 5,991 6,588 
Lending-related feesLending-related fees1,233 1,150 1,086 
Lending-related fees
Lending-related fees
Total service charges
Total service charges
Total service chargesTotal service charges7,504 7,141 7,674 
Investment and brokerage servicesInvestment and brokerage services
Investment and brokerage services
Investment and brokerage services
Asset management fees
Asset management fees
Asset management feesAsset management fees12,729 10,708 10,241 
Brokerage feesBrokerage fees3,961 3,866 3,661 
Brokerage fees
Brokerage fees
Total investment and brokerage services
Total investment and brokerage services
Total investment and brokerage servicesTotal investment and brokerage services16,690 14,574 13,902 
Investment banking feesInvestment banking fees
Investment banking fees
Investment banking fees
Underwriting income
Underwriting income
Underwriting incomeUnderwriting income5,077 4,698 2,998 
Syndication feesSyndication fees1,499 861 1,184 
Syndication fees
Syndication fees
Financial advisory services
Financial advisory services
Financial advisory servicesFinancial advisory services2,311 1,621 1,460 
Total investment banking feesTotal investment banking fees8,887 7,180 5,642 
Total investment banking fees
Total investment banking fees
Total fees and commissions
Total fees and commissions
Total fees and commissionsTotal fees and commissions39,299 34,551 33,015 
Market making and similar activitiesMarket making and similar activities8,691 8,355 9,034 
Market making and similar activities
Market making and similar activities
Other income (loss)
Other income (loss)
Other income (loss)Other income (loss)(1,811)(738)304 
Total noninterest incomeTotal noninterest income$46,179 $42,168 $42,353 
Total noninterest income
Total noninterest income
(1)For more information on negative interest, see Note 1 – Summary of Significant Accounting Principles.Principles.
(2)Gross interchange fees and merchant income were $13.3 billion, $12.9 billion and $11.5 billion $9.2 billionfor 2023, 2022 and $10.0 billion for 2021, 2020 and 2019, respectively, and are presented net of $6.9$9.3 billion, $5.5$8.8 billion and $6.2$6.9 billion of expenses for rewards and partner payments as well as certain other card costs for the same periods.
103Bank of America102


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. Principles. The following tables present derivative instruments included on the Consolidated Balance Sheet in derivative assets and liabilities at December 31, 20212023 and 2020.2022. 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, 2021
Gross Derivative AssetsGross Derivative Liabilities
December 31, 2023
December 31, 2023
December 31, 2023
Gross Derivative AssetsGross Derivative AssetsGross Derivative Liabilities
(Dollars in billions)(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total
Interest rate contractsInterest rate contracts       Interest rate contracts  
SwapsSwaps$18,068.1 $150.5 $8.9 $159.4 $156.4 $4.4 $160.8 
Futures and forwardsFutures and forwards2,243.2 1.1  1.1 1.0  1.0 
Written options1,616.1    28.8  28.8 
Purchased options1,673.6 33.1  33.1    
Written options (2)
Purchased options (3)
Foreign exchange contractsForeign exchange contracts 
SwapsSwaps1,420.9 28.6 0.2 28.8 30.5 0.2 30.7 
Swaps
Swaps
Spot, futures and forwardsSpot, futures and forwards4,087.2 37.1 0.3 37.4 37.7 0.2 37.9 
Written options287.2    4.1  4.1 
Purchased options267.6 4.1  4.1    
Written options (2)
Purchased options (3)
Equity contractsEquity contracts 
SwapsSwaps443.8 12.3  12.3 14.5  14.5 
Swaps
Swaps
Futures and forwardsFutures and forwards113.3 0.5  0.5 1.7  1.7 
Written options737.7    58.5  58.5 
Purchased options657.0 55.9  55.9    
Written options (2)
Purchased options (3)
Commodity contractsCommodity contracts  
SwapsSwaps47.7 3.1  3.1 6.0  6.0 
Swaps
Swaps
Futures and forwardsFutures and forwards101.5 2.3  2.3 0.3 1.1 1.4 
Written options44.4    2.6  2.6 
Purchased options38.3 3.2  3.2    
Credit derivatives (2)
   
Written options (2)
Purchased options (3)
Credit derivatives (4)
Purchased credit derivatives:Purchased credit derivatives:   
Purchased credit derivatives:
Purchased credit derivatives:
Credit default swaps
Credit default swaps
Credit default swapsCredit default swaps297.0 1.9  1.9 4.3  4.3 
Total return swaps/optionsTotal return swaps/options85.3 0.2  0.2 1.1  1.1 
Written credit derivatives:Written credit derivatives:  
Credit default swaps
Credit default swaps
Credit default swapsCredit default swaps279.8 4.2  4.2 1.6  1.6 
Total return swaps/optionsTotal return swaps/options85.3 0.9  0.9 0.5  0.5 
Gross derivative assets/liabilitiesGross derivative assets/liabilities$339.0 $9.4 $348.4 $349.6 $5.9 $355.5 
Less: Legally enforceable master netting agreementsLess: Legally enforceable master netting agreements  (282.3)  (282.3)
Less: Cash collateral received/paidLess: Cash collateral received/paid   (30.8)  (35.5)
Total derivative assets/liabilitiesTotal derivative assets/liabilities   $35.3   $37.7 
(1)Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)Includes certain out-of-the-money purchased options that have a liability amount primarily due to the deferral of option premiums to the end of the contract.
(3)Includes certain out-of-the-money written options that have an asset amount primarily due to the deferral of option premiums to the end of the contract.
(4)The net derivative asset (liability) and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $2.3 billion$520 million and $258.4$266.5 billion at December 31, 2021.2023.
103Bank of America104


December 31, 2020
Gross Derivative AssetsGross Derivative Liabilities
December 31, 2022
December 31, 2022
December 31, 2022
Gross Derivative AssetsGross Derivative AssetsGross Derivative Liabilities
(Dollars in billions)(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total
Interest rate contractsInterest rate contracts       Interest rate contracts  
SwapsSwaps$13,242.8 $199.9 $10.9 $210.8 $209.3 $1.3 $210.6 
Futures and forwardsFutures and forwards3,222.2 3.5 0.1 3.6 3.6 — 3.6 
Written options1,530.5 — — — 40.5 — 40.5 
Purchased options1,545.8 45.3 — 45.3 — — — 
Written options (2)
Purchased options (3)
Foreign exchange contractsForeign exchange contracts      Foreign exchange contracts  
SwapsSwaps1,475.8 37.1 0.3 37.4 39.7 0.6 40.3 
Spot, futures and forwardsSpot, futures and forwards3,710.7 53.4 — 53.4 54.5 0.5 55.0 
Written options289.6 — — — 4.8 — 4.8 
Purchased options279.3 5.0 — 5.0 — — — 
Written options (2)
Purchased options (3)
Equity contractsEquity contracts       Equity contracts  
SwapsSwaps320.2 13.3 — 13.3 14.5 — 14.5 
Futures and forwardsFutures and forwards106.2 0.3 — 0.3 1.4 — 1.4 
Written options599.1 — — — 48.8 — 48.8 
Purchased options541.2 52.6 — 52.6 — — — 
Written options (2)
Purchased options (3)
Commodity contractsCommodity contracts       Commodity contracts  
SwapsSwaps36.4 1.9 — 1.9 4.4 — 4.4 
Futures and forwardsFutures and forwards63.6 2.0 — 2.0 1.0 — 1.0 
Written options24.6 — — — 1.4 — 1.4 
Purchased options24.7 1.5 — 1.5 — — — 
Credit derivatives (2)
       
Written options (2)
Purchased options (3)
Credit derivatives (4)
Credit derivatives (4)
  
Purchased credit derivatives:Purchased credit derivatives:       Purchased credit derivatives:  
Credit default swapsCredit default swaps322.7 2.3 — 2.3 4.4 — 4.4 
Total return swaps/optionsTotal return swaps/options63.6 0.2 — 0.2 1.0 — 1.0 
Written credit derivatives:Written credit derivatives:      Written credit derivatives:    
Credit default swapsCredit default swaps301.5 4.4 — 4.4 1.9 — 1.9 
Total return swaps/optionsTotal return swaps/options68.6 0.6 — 0.6 0.4 — 0.4 
Gross derivative assets/liabilitiesGross derivative assets/liabilities $423.3 $11.3 $434.6 $431.6 $2.4 $434.0 
Less: Legally enforceable master netting agreementsLess: Legally enforceable master netting agreements   (344.9)  (344.9)
Less: Cash collateral received/paidLess: Cash collateral received/paid   (42.5)  (43.6)
Total derivative assets/liabilitiesTotal derivative assets/liabilities   $47.2   $45.5 
(1)Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)Includes certain out-of-the-money purchased options that have a liability amount primarily due to the deferral of option premiums to the end of the contract.
(3)Includes certain out-of-the-money written options that have an asset amount primarily due to the deferral of option premiums to the end of the contract.
(4)The net derivative asset (liability) and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $2.2$(1.2) billion and $269.8$276.9 billion at December 31, 2020.2022.
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 Balance
Sheet at December 31, 20212023 and 2020 2022by 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 – Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash.
105Bank of America104


Offsetting of Derivatives (1)
Offsetting of Derivatives (1)
Offsetting of Derivatives (1)
Offsetting of Derivatives (1)
Derivative
Assets
Derivative
Assets
Derivative
 Liabilities
Derivative
Assets
Derivative
 Liabilities
Derivative
Assets
Derivative
Assets
Derivative
 Liabilities
Derivative
Assets
Derivative
 Liabilities
(Dollars in billions)(Dollars in billions)December 31, 2021December 31, 2020(Dollars in billions)December 31, 2023December 31, 2022
Interest rate contractsInterest rate contracts    Interest rate contracts   
Over-the-counterOver-the-counter$171.3 $166.3 $247.7 $243.5 
Exchange-tradedExchange-traded0.2  — — 
Over-the-counter clearedOver-the-counter cleared22.6 22.5 10.2 9.1 
Foreign exchange contractsForeign exchange contracts
Over-the-counterOver-the-counter67.9 70.5 92.2 96.5 
Over-the-counter
Over-the-counter
Over-the-counter clearedOver-the-counter cleared1.1 1.1 1.4 1.3 
Equity contractsEquity contracts
Over-the-counterOver-the-counter29.2 32.9 31.3 28.3 
Over-the-counter
Over-the-counter
Exchange-tradedExchange-traded38.3 38.4 32.3 31.0 
Commodity contractsCommodity contracts
Over-the-counter
Over-the-counter
Over-the-counterOver-the-counter6.1 7.6 3.5 5.0 
Exchange-tradedExchange-traded1.4 1.3 0.7 0.7 
Over-the-counter clearedOver-the-counter cleared0.1 0.1 — — 
Credit derivativesCredit derivatives
Over-the-counterOver-the-counter5.2 5.3 5.2 5.6 
Over-the-counter cleared1.8 1.8 2.2 1.9 
Over-the-counter
Over-the-counter
Total gross derivative assets/liabilities, before nettingTotal gross derivative assets/liabilities, before netting
Total gross derivative assets/liabilities, before netting
Total gross derivative assets/liabilities, before netting
Over-the-counter
Over-the-counter
Over-the-counterOver-the-counter279.7 282.6 379.9 378.9 
Exchange-tradedExchange-traded39.9 39.7 33.0 31.7 
Over-the-counter clearedOver-the-counter cleared25.6 25.5 13.8 12.3 
Less: Legally enforceable master netting agreements and cash collateral received/paidLess: Legally enforceable master netting agreements and cash collateral received/paid
Over-the-counter
Over-the-counter
Over-the-counterOver-the-counter(250.3)(254.6)(345.7)(347.2)
Exchange-tradedExchange-traded(37.8)(37.8)(29.5)(29.5)
Over-the-counter clearedOver-the-counter cleared(25.0)(25.4)(12.2)(11.8)
Derivative assets/liabilities, after nettingDerivative assets/liabilities, after netting32.1 30.0 39.3 34.4 
Other gross derivative assets/liabilities (2)
Other gross derivative assets/liabilities (2)
3.2 7.7 7.9 11.1 
Total derivative assets/liabilitiesTotal derivative assets/liabilities35.3 37.7 47.2 45.5 
Less: Financial instruments collateral (3)
Less: Financial instruments collateral (3)
(11.8)(10.6)(16.1)(16.6)
Total net derivative assets/liabilitiesTotal net derivative assets/liabilities$23.5 $27.1 $31.1 $28.9 
(1)Over-the-counter derivatives include bilateral transactions between the Corporation and a particular counterparty. Over-the-counter 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.
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. 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 credit default swaps (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 foreign 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,
Bank of America 106


and other forecasted transactions (cash flow hedges). The Corporation hedges its net investment in consolidated non-U.S.
105 Bank of America


operations determined to have functional currencies other than the U.S. dollar using forward exchange contracts and cross-currency basis swaps, and by issuing foreign currency-denominatedcurrency- denominated debt (net investment hedges).
Fair Value Hedges
The table below summarizes information related to fair value hedges for 2021, 20202023, 2022 and 2019.2021.
Gains and Losses on Derivatives Designated as Fair Value Hedges
Gains and Losses on Derivatives Designated as Fair Value Hedges
Gains and Losses on Derivatives Designated as Fair Value HedgesGains and Losses on Derivatives Designated as Fair Value Hedges
Derivative
DerivativeHedged Item
Derivative
DerivativeHedged Item
(Dollars in millions)(Dollars in millions)202120202019202120202019(Dollars in millions)202320222021202320222021
Interest rate risk on long-term debt (1)
Interest rate risk on long-term debt (1)
$(7,018)$7,091 $6,113 $6,838 $(7,220)$(6,110)
Interest rate and foreign currency risk on long-term debt (2)
(90)783 119 79 (783)(101)
Interest rate and foreign currency risk (2)
Interest rate risk on available-for-sale securities (3)
Interest rate risk on available-for-sale securities (3)
5,203 (44)(102)(5,167)49 98 
Price risk on commodity inventory (4)
TotalTotal$(1,905)$7,830 $6,130 $1,750 $(7,954)$(6,113)
(1)Amounts are recorded in interest expense in the Consolidated Statement of Income.
(2)Represents cross-currency interest rate swaps related to available-for-sale debt securities and long-term debt. For 2021, 20202023, 2022 and 2019,2021, the derivative amount includes gains (losses) of $(73)$6 million, $701$0 and $0 in interest income, $13 million, $(37) million and $73$(73) million in interest expense, $0, $73$(51) million, $(81) million and $28 million$0 in market making and similar activities, and $(17)$15 million, $9$(2) million and $18$(17) million in accumulated OCI, respectively. Line item totals are in the Consolidated Statement of Income and on the Consolidated Balance Sheet.
(3)Amounts are recorded in interest income in the Consolidated Statement of Income.
(4)Amounts are recorded in market making and similar activities 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 and LiabilitiesDesignated Fair Value Hedged Assets and Liabilities
Designated Fair Value Hedged Assets and Liabilities
December 31, 2021December 31, 2020
Designated Fair Value Hedged Assets and Liabilities
December 31, 2023
December 31, 2023
December 31, 2023
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)Carrying Value
Cumulative
Fair Value
 Adjustments (1)
Carrying Value
Cumulative
Fair Value
 Adjustments (1)
Long-term debt (2)
Long-term debt (2)
$181,745 $3,987 $150,556 $8,910 
Long-term debt (2)
Long-term debt (2)
Available-for-sale debt securities (2, 3, 4)
Available-for-sale debt securities (2, 3, 4)
209,038 (2,294)116,252 114 
Available-for-sale debt securities (2, 3, 4)
Available-for-sale debt securities (2, 3, 4)
Trading account assets (5)
Trading account assets (5)
Trading account assets (5)
Trading account assets (5)
2,067 32 427 15 
(1)Increase (decrease) to carrying value.
(2)At December 31, 20212023 and 2020,2022, the cumulative fair value adjustments remaining on long-term debt and available-for-sale debt securities from discontinued hedging relationships resulted in a decrease of $10.5 billion and an increase of $137 million in the related liability of $1.5 billion and $3.7 billion and a decrease in the related asset of $1.0$5.6 billion and $69 million,$4.9 billion, which are being amortized over the remaining contractual life of the de-designated hedged items.
(3)These amounts include the amortized cost of the prepayable financial assets in closed portfolios used to designate hedging relationships in which the hedged item is the lasta stated layer that is expected to be remaining at the end of the hedging relationship (i.e. last-of-layerportfolio layer hedging relationship). At December 31, 20212023 and 2020,2022, the amortized cost of the closed portfolios used in these hedging relationships was $21.1$39.1 billion and $34.6$21.4 billion, of which $6.9$22.5 billion and $7.0$9.2 billion waswere designated in the last-of-layera portfolio layer hedging relationship. At December 31, 2021,2023 and 2022, the cumulative adjustment associated with these hedging relationships was an increase of $48 million and a decrease of $172$451 million. At December 31, 2020, the cumulative adjustment was insignificant.
(4)Carrying value represents amortized cost.
(5)Represents hedging activities related to certain commodities inventory.
Cash Flow and Net Investment Hedges
The following table below summarizes certain information related to cash flow hedges and net investment hedges for 2021, 20202023, 2022 and 2019.2021. Of the $1.9$8.0 billion after-tax net loss ($2.510.7 billion pretax) on derivatives in accumulated OCI at December 31, 2021, gains2023, losses of $477 million$3.4 billion after-tax ($630 million4.6 billion pretax) related to both open and terminated cash flow hedges are expected to be
reclassified into earnings in the next 12 months. These net gainslosses reclassified into earnings are expected to primarily increasedecrease net interest income related to the respective hedged items. For open cash flow hedges, the maximum length of time over which forecasted transactions are hedged is approximately ten years. For terminated cash flow hedges, the time period over which the majorityforecasted transactions will be
recognized in interest income is approximately five years, with the aggregated amount beyond this time period being insignificant.
On November 15, 2023, Bloomberg Index Services Limited announced the permanent cessation of the forecasted transactions are hedged is approximately 3 years, with a maximum length of time forBloomberg Short-Term Bank Yield Index (BSBY) and all its tenors effective after final publication on November 15, 2024. The Corporation determined that certain forecasted transactionsBSBY-indexed interest payments, which had been designated in cash flow hedges, were no longer expected to occur beyond November 15, 2024 as they will transition to a new reference rate. Accordingly, during the fourth quarter of 15 years.2023, the Corporation reclassified $2.0 billion of pretax loss from accumulated OCI into market making and similar activities for the amount related to these forecasted transactions.
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)202120202019202120202019
Cash flow hedges
Interest rate risk on variable-rate assets (1)
$(2,686)$763 $671 $148 $(7)$(104)
Price risk on forecasted MBS purchases (1)
(249)241 — 26 — 
Price risk on certain compensation plans (2)
93 85 34 55 12 (2)
Total$(2,842)$1,089 $705 $229 $14 $(106)
Net investment hedges
Foreign exchange risk (3)
$1,451 $(834)$22 $23 $$366 
Bank of America 106


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)202320222021202320222021
Cash flow hedges
Interest rate risk on variable-rate portfolios (1)
$1,995 $(13,492)$(2,686)$(3,176)$(338)$148 
Price risk on forecasted MBS purchases (1)
6 (129)(249)(2)11 26 
Price risk on certain compensation plans (2)
48 (88)93 25 29 55 
Total$2,049 $(13,709)$(2,842)$(3,153)$(298)$229 
Net investment hedges
Foreign exchange risk (3)
$(808)$1,710 $1,451 $143 $$23 
(1)Amounts reclassified from accumulated OCI are recorded in interest income and market making and similar activities in the Consolidated Statement of Income.
(2)Amounts reclassified from accumulated OCI are recorded in compensation and benefits 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 market making and similar activities were gains (losses) of $(123) million, $(11)$195 million and $154losses of $38 million and $123 million in 2023, 2022 and 2021, 2020 and 2019, respectively.
107 Bank of America


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 table below presents gains (losses) on these derivatives for 2021, 20202023, 2022 and 2019.2021. These gains (losses) are largely offset by the income or expense recorded on the hedged item.
Gains and Losses on Other Risk Management Derivatives
Gains and Losses on Other Risk Management Derivatives
Gains and Losses on Other Risk Management Derivatives
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202320222021
Interest rate risk on mortgage activities (1, 2)
Interest rate risk on mortgage activities (1, 2)
$(18)$611 $388 
Credit risk on loans (2)
Credit risk on loans (2)
(25)(68)(58)
Interest rate and foreign currency risk on asset and liability management activities (3)
Interest rate and foreign currency risk on asset and liability management activities (3)
1,757 (2,971)1,112 
Price risk on certain compensation plans (4)
Price risk on certain compensation plans (4)
917 700 943 
(1)Includes hedges of interest rate risk on MSRs and IRLCs to originate mortgage loans that will be held for sale.
(2)Gains (losses) on these derivatives are recorded in other income.
(3)Gains (losses) on these derivatives are recorded in market making and similar activities. For 2023, includes $447 million of positive fair value adjustments related to the interest rate swaps that occurred after de-designation of BSBY hedges and prior to re-designation of the interest rate swaps into new hedges.
(4)Gains (losses) on these derivatives are recorded in compensation and benefits 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. At December 31, 20212023 and 2020,2022, the Corporation had transferred $4.8$4.1 billion and $5.2$4.8 billion of non-U.S. government-guaranteed mortgage-backed securities 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 $4.8$4.2 billion and $5.2$4.9 billion at the transfer dates. At December 31, 20212023 and 2020,2022, the fair value of the transferred securities was $5.0$4.1 billion and $5.5$4.7 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 market making and similar activities 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 market making and similar activities. For debt securities, revenue, with the exception of interest associated with the debt securities, is typically included in market making and similar activities. 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 market making and similar activities as part of the initial mark to fair value. For derivatives, the majority of revenue is included in market making and similar activities. In transactions where the Corporation acts as agent, which include exchange-traded futures and options, fees are recorded in other income.income.
The following 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 2021, 20202023, 2022 and 2019.2021. This table includes debit valuation adjustment (DVA) and funding valuation adjustment (FVA) gains (losses). Global Markets results inNote 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
Market making and similar activitiesNet Interest
Income
Other (1)
Total
(Dollars in millions)2021
Interest rate risk$523 $1,794 $217 $2,534 
Foreign exchange risk1,505 (80)14 1,439 
Equity risk4,581 (5)1,834 6,410 
Credit risk1,390 1,684 556 3,630 
Other risk (2)
759 (128)124 755 
Total sales and trading revenue$8,758 $3,265 $2,745 $14,768 
2020
Interest rate risk$2,236 $2,279 $229 $4,744 
Foreign exchange risk1,486 (19)1,469 
Equity risk3,656 (77)1,801 5,380 
Credit risk783 1,758 331 2,872 
Other risk (2)
308 44 356 
Total sales and trading revenue$8,469 $3,945 $2,407 $14,821 
2019
Interest rate risk$1,046 $1,697 $113 $2,856 
Foreign exchange risk1,293 61 56 1,410 
Equity risk3,563 (634)1,569 4,498 
Credit risk1,040 1,928 519 3,487 
Other risk (2)
120 70 54 244 
Total sales and trading revenue$7,062 $3,122 $2,311 $12,495 
107 Bank of America


Sales and Trading Revenue
Market making and similar activitiesNet Interest
Income
Other (1)
Total
(Dollars in millions)2023
Interest rate risk$3,192 $366 $402 $3,960 
Foreign exchange risk1,800 149 87 2,036 
Equity risk6,628 (1,955)1,774 6,447 
Credit risk1,205 2,462 340 4,007 
Other risk (2)
602 (155)(67)380 
Total sales and trading revenue$13,427 $867 $2,536 $16,830 
2022
Interest rate risk$1,919 $1,619 $392 $3,930 
Foreign exchange risk1,981 46 (44)1,983 
Equity risk6,077 (1,288)1,757 6,546 
Credit risk592 2,228 177 2,997 
Other risk (2)
835 (171)15 679 
Total sales and trading revenue$11,404 $2,434 $2,297 $16,135 
2021
Interest rate risk$523 $1,794 $217 $2,534 
Foreign exchange risk1,505 (80)14 1,439 
Equity risk4,581 (5)1,834 6,410 
Credit risk1,390 1,684 556 3,630 
Other risk (2)
759 (128)124 755 
Total sales and trading revenue$8,758 $3,265 $2,745 $14,768 
(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 $2.0 billion, $2.0 billion and $1.9 billion $1.9 billionin 2023, 2022 and $1.7 billion in 2021, 2020 and 2019, respectively.
(2)Includes commodity risk.
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
Bank of America 108


occurred and/or may only be required to make payment up to a specified amount.
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, 20212023 and 20202022 are summarized in the table below.following table.
Credit Derivative Instruments
Less than
One Year
One to
Three Years
Three to
Five Years
Over Five
Years
Total
December 31, 2021
(Dollars in millions)Carrying Value
Credit default swaps:     
Investment grade$ $5 $79 $49 $133 
Non-investment grade34 250 453 769 1,506 
Total34 255 532 818 1,639 
Total return swaps/options:     
Investment grade35 388   423 
Non-investment grade105  16  121 
Total140 388 16  544 
Total credit derivatives$174 $643 $548 $818 $2,183 
Credit-related notes:     
Investment grade$ $ $36 $412 $448 
Non-investment grade5  9 1,334 1,348 
Total credit-related notes$5 $ $45 $1,746 $1,796 
 Maximum Payout/Notional
Credit default swaps:     
Investment grade$34,503 $66,334 $73,444 $17,844 $192,125 
Non-investment grade16,119 29,233 34,356 7,961 87,669 
Total50,622 95,567 107,800 25,805 279,794 
Total return swaps/options:     
Investment grade49,626 11,494 78  61,198 
Non-investment grade22,621 717 642 73 24,053 
Total72,247 12,211 720 73 85,251 
Total credit derivatives$122,869 $107,778 $108,520 $25,878 $365,045 
December 31, 2020
Carrying Value
Credit default swaps:
Investment grade$— $$35 $94 $130 
Non-investment grade26 233 364 1,163 1,786 
Total26 234 399 1,257 1,916 
Total return swaps/options:     
Investment grade21 — — 25 
Non-investment grade345 — — — 345 
Total366 — — 370 
Total credit derivatives$392 $238 $399 $1,257 $2,286 
Credit-related notes:     
Investment grade$— $— $— $572 $572 
Non-investment grade64 10 947 1,023 
Total credit-related notes$64 $$10 $1,519 $1,595 
 Maximum Payout/Notional
Credit default swaps:
Investment grade$33,474 $75,731 $87,218 $16,822 $213,245 
Non-investment grade13,664 28,770 35,978 9,852 88,264 
Total47,138 104,501 123,196 26,674 301,509 
Total return swaps/options:     
Investment grade30,961 1,061 77 — 32,099 
Non-investment grade36,128 364 27 36,524 
Total67,089 1,425 104 68,623 
Total credit derivatives$114,227 $105,926 $123,300 $26,679 $370,132 
Bank of America 108


Credit Derivative Instruments
Less than
One Year
One to
Three Years
Three to
Five Years
Over Five
Years
Total
December 31, 2023
(Dollars in millions)Carrying Value
Credit default swaps:     
Investment grade$ $11 $26 $20 $57 
Non-investment grade38 277 601 595 1,511 
Total38 288 627 615 1,568 
Total return swaps/options:     
Investment grade59    59 
Non-investment grade149 69 56 5 279 
Total208 69 56 5 338 
Total credit derivatives$246 $357 $683 $620 $1,906 
Credit-related notes:     
Investment grade$ $ $ $859 $859 
Non-investment grade 5 16 1,103 1,124 
Total credit-related notes$ $5 $16 $1,962 $1,983 
 Maximum Payout/Notional
Credit default swaps:     
Investment grade$33,750 $65,015 $83,313 $17,023 $199,101 
Non-investment grade18,061 32,155 33,934 5,827 89,977 
Total51,811 97,170 117,247 22,850 289,078 
Total return swaps/options:     
Investment grade40,515 1,503 1,561 23 43,602 
Non-investment grade20,694 1,414 1,907 988 25,003 
Total61,209 2,917 3,468 1,011 68,605 
Total credit derivatives$113,020 $100,087 $120,715 $23,861 $357,683 
December 31, 2022
Carrying Value
Credit default swaps:
Investment grade$$25 $133 $34 $194 
Non-investment grade120 516 870 697 2,203 
Total122 541 1,003 731 2,397 
Total return swaps/options:     
Investment grade55 336 — — 391 
Non-investment grade332 132 10 483 
Total387 345 132 10 874 
Total credit derivatives$509 $886 $1,135 $741 $3,271 
Credit-related notes:     
Investment grade$— $— $19 $1,017 $1,036 
Non-investment grade— 1,035 1,048 
Total credit-related notes$— $$25 $2,052 $2,084 
 Maximum Payout/Notional
Credit default swaps:
Investment grade$34,670 $66,170 $93,237 $18,677 $212,754 
Non-investment grade15,229 29,629 30,891 6,662 82,411 
Total49,899 95,799 124,128 25,339 295,165 
Total return swaps/options:     
Investment grade38,722 10,407 — — 49,129 
Non-investment grade32,764 500 2,054 897 36,215 
Total71,486 10,907 2,054 897 85,344 
Total credit derivatives$121,385 $106,706 $126,182 $26,236 $380,509 
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)
109 Bank of America


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
The Corporation 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-financialnonfinancial 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
109 Bank of America


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 105, the Corporation enters into legally enforceable master netting agreements that reduce risk by permitting closeout and netting of transactions with the same counterparty upon the occurrence of certain events.
Certain 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, 20212023 and 2020,2022, the Corporation held cash and securities collateral of $91.4$104.1 billion and $96.5$101.3 billion and posted cash and securities collateral of $79.3$93.4 billion and $88.6$81.2 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, 2021,2023, 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 $2.3$2.5 billion, including $1.4$1.1 billion for Bank of America, National Association (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, 20212023 and 2020,2022, the liability recorded for these derivative contracts was not significant.
The following table presents the amount of additional collateral that would have been contractually required by
derivative contracts and other trading agreements at December 31, 20212023 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. The table also presents derivative liabilities that would be subject to unilateral termination by counterparties upon downgrade of the Corporation's or certain subsidiaries'subsidiaries’ long-term senior debt ratings.
Additional Collateral Required to be Posted and Derivative Liabilities Subject to Unilateral Termination Upon Downgrade
at December 31, 2021
(Dollars in millions)One
incremental
 notch
Second
incremental
 notch
Additional collateral required to be posted upon downgrade
Bank of America Corporation$316 $823 
Bank of America, N.A. and subsidiaries (1)
75 646 
Derivative liabilities subject to unilateral termination upon downgrade
Derivative liabilities$32 $994 
Collateral posted25 634 
Additional Collateral Required to be Posted and Derivative Liabilities Subject to Unilateral Termination Upon Downgrade
at December 31, 2023
(Dollars in millions)One
Incremental
 Notch
Second
Incremental
 Notch
Additional collateral required to be posted upon downgrade
Bank of America Corporation$134 $902 
Bank of America, N.A. and subsidiaries (1)
45 729 
Derivative liabilities subject to unilateral termination upon downgrade
Derivative liabilities$$36 
Collateral posted23 
(1)Included in Bank of America Corporation collateral requirements in this table.
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.
The table below presents credit valuation adjustment (CVA), DVA and FVA gains (losses) on derivatives (excluding the effect of any related hedge activities), which are recorded in market making and similar activities, for 2021, 20202023, 2022 and 2019.2021. 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 Gains (Losses) on Derivatives (1)
Valuation Adjustments Gains (Losses) on Derivatives (1)
Valuation Adjustments Gains (Losses) on Derivatives (1)
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)202320222021
Derivative assets (CVA)
Derivative assets/liabilities (FVA)
Derivative liabilities (DVA)
(Dollars in millions)202120202019
Derivative assets (CVA)$208 $(118)$72 
Derivative assets/liabilities (FVA)(2)(24)(2)
Derivative liabilities (DVA)3 24 (147)
(1)At December 31, 2021, 20202023, 2022 and 2019,2021, cumulative CVA reduced the derivative assets balance by $438$359 million, $646$518 million and $528$438 million, cumulative FVA reduced the net derivativesderivative balance by $179$87 million, $177$54 million and $153$179 million, and cumulative DVA reduced the derivative liabilities balance by $312$299 million, $309$506 million and $285$312 million, respectively.
Bank of America 110


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, 20212023 and 2020.2022.
Debt SecuritiesDebt Securities
Debt Securities
Debt Securities
Amortized
Cost
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
Losses
Fair
Value
(Dollars in millions)(Dollars in millions)December 31, 2021December 31, 2020(Dollars in millions)December 31, 2023December 31, 2022
Available-for-sale debt securitiesAvailable-for-sale debt securities
Mortgage-backed securities:Mortgage-backed securities:
Mortgage-backed securities:
Mortgage-backed securities:
Agency
Agency
AgencyAgency$45,268 $1,257 $(186)$46,339 $59,518 $2,370 $(39)$61,849 
Agency-collateralized mortgage obligationsAgency-collateralized mortgage obligations3,331 74 (25)3,380 5,112 161 (13)5,260 
CommercialCommercial19,036 647 (79)19,604 15,470 1,025 (4)16,491 
Non-agency residential (1)
Non-agency residential (1)
591 25 (33)583 899 127 (17)1,009 
Total mortgage-backed securitiesTotal mortgage-backed securities68,226 2,003 (323)69,906 80,999 3,683 (73)84,609 
U.S. Treasury and government agenciesU.S. Treasury and government agencies197,853 1,610 (318)199,145 114,157 2,236 (13)116,380 
Non-U.S. securitiesNon-U.S. securities11,933   11,933 14,009 15 (7)14,017 
Other taxable securitiesOther taxable securities2,725 39 (3)2,761 2,656 61 (6)2,711 
Other taxable securities
Other taxable securities
Tax-exempt securities
Tax-exempt securities
Tax-exempt securitiesTax-exempt securities15,155 317 (39)15,433 16,417 389 (32)16,774 
Total available-for-sale debt securitiesTotal available-for-sale debt securities295,892 3,969 (683)299,178 228,238 6,384 (131)234,491 
Other debt securities carried at fair value (2)
Other debt securities carried at fair value (2)
8,873 105 (83)8,895 11,720 429 (39)12,110 
Total debt securities carried at fair valueTotal debt securities carried at fair value304,765 4,074 (766)308,073 239,958 6,813 (170)246,601 
Held-to-maturity debt securitiesHeld-to-maturity debt securities
Agency mortgage-backed securities
Agency mortgage-backed securities
Agency mortgage-backed securitiesAgency mortgage-backed securities553,721 3,855 (10,366)547,210 414,289 9,768 (36)424,021 
U.S. Treasury and government agenciesU.S. Treasury and government agencies111,859 254 (2,395)109,718 16,084 — (71)16,013 
U.S. Treasury and government agencies
U.S. Treasury and government agencies
Other taxable securitiesOther taxable securities9,011 147 (196)8,962 7,906 327 (87)8,146 
Other taxable securities
Other taxable securities
Total held-to-maturity debt securities
Total held-to-maturity debt securities
Total held-to-maturity debt securitiesTotal held-to-maturity debt securities674,591 4,256 (12,957)665,890 438,279 10,095 (194)448,180 
Total debt securities (3,4)
Total debt securities (3,4)
$979,356 $8,330 $(13,723)$973,963 $678,237 $16,908 $(364)$694,781 
(1)At both December 31, 20212023 and 2020,2022, the underlying collateral type included approximately 21 percent and 3717 percent prime 0 percent and 2 percent Alt-A and 79 percent and 6183 percent subprime.
(2)Primarily includes non-U.S. securities used to satisfy certain international regulatory requirements. Any changes in value are reported in market making and similar activities. For detail on the components, see Note 20 – Fair Value Measurements.
(3)Includes securities pledged as collateral of $111.9$204.9 billion and $65.5$104.5 billion at December 31, 20212023 and 2020.2022.
(4)The Corporation held debt securities from FNMA and FHLMC that each exceeded 10 percent of shareholders’ equity, with an amortized cost of $345.3$272.5 billion and $205.3$171.5 billion, and a fair value of $342.5$226.4 billion and $202.4$142.3 billion at December 31, 2021,2023, and an amortized cost of $260.1$290.5 billion and $118.1$176.7 billion, and a fair value of $267.5$239.6 billion and $120.7$144.6 billion at December 31, 2020.2022.
At December 31, 2021,2023, the accumulated net unrealized gainloss on AFS debt securities, excluding the amount related to debt securities previously transferred to held to maturity, included in accumulated OCI was $2.5$2.8 billion, net of the related income tax expensebenefit of $817$960 million. At December 31, 20212023 and 2020,2022, nonperforming AFS debt securities held by the Corporation were insignificant.not significant.
At December 31, 20212023 and 2020, the Corporation had $268.52022, $824.9 billion and $200.0$826.5 billion inof AFS and HTM debt securities, which were primarilypredominantly U.S. agency and U.S. Treasury securities, that have a zero credit loss assumption. For the same periods, the ECL on the remaining $30.7$40.2 billion and $34.5$31.8 billion inof AFS debt securities at December 31, 2021 and 2020, the amount of ECL was insignificant. Substantially all of the Corporation's HTM debt securities consist of U.S. agency and U.S. Treasury securities and have awere insignificant. For more information on the zero credit loss assumption.assumption, see Note 1 – Summary of Significant Accounting Principles.
At December 31, 20212023 and 2020,2022, the Corporation held equity securities at an aggregate fair value of $513$251 million and $769$581 million and other equity securities, as valued under the
measurement alternative, at a carrying value of $266$377 million and $240$340 million, both of which are included in other assets. At December 31, 20212023 and 2020,2022, the Corporation also held money market investments at a fair value of $707$1.2 billion and $868 million, and $1.6 billion, which are included in time deposits placed and other short-term investments.
The gross realized gains and losses on sales of AFS debt securities for 2021, 20202023, 2022 and 20192021 are presented in the table below.
Gains and Losses on Sales of AFS Debt Securities
Gains and Losses on Sales of AFS Debt Securities
Gains and Losses on Sales of AFS Debt Securities
(Dollars in millions)(Dollars in millions)202120202019
(Dollars in millions)
(Dollars in millions)202320222021
Gross gainsGross gains$49 $423 $336 
Gross lossesGross losses(27)(12)(119)
Net gains on sales of AFS debt securities$22 $411 $217 
Income tax expense attributable to realized net gains on sales of AFS debt securities$5 $103 $54 
Net gains (losses) on sales of AFS debt securities
Income tax expense (benefit) attributable to realized net gains (losses) on sales of AFS debt securities
111 Bank of America


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, 20212023 and 2020.2022.
Total AFS Debt Securities in a Continuous Unrealized Loss PositionTotal AFS Debt Securities in a Continuous Unrealized Loss Position
Total AFS Debt Securities in a Continuous Unrealized Loss Position
Total AFS Debt Securities in a Continuous Unrealized Loss Position
Less than Twelve Months
Less than Twelve MonthsTwelve Months or LongerTotal
Less than Twelve Months
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
Less than Twelve MonthsTwelve Months or LongerTotal
Fair
Value
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
(Dollars in millions)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Continuously unrealized loss-positioned AFS debt securitiesContinuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:Mortgage-backed securities:   
Agency$11,733 $(166)$815 $(20)$12,548 $(186)
Agency-collateralized mortgage obligations1,427 (22)122 (3)1,549 (25)
Commercial3,451 (41)776 (38)4,227 (79)
Non-agency residential241 (13)174 (20)415 (33)
Total mortgage-backed securities16,852 (242)1,887 (81)18,739 (323)
U.S. Treasury and government agencies103,307 (272)4,850 (46)108,157 (318)
Other taxable securities  82 (3)82 (3)
Tax-exempt securities502 (16)109 (23)611 (39)
Total AFS debt securities in a continuous
unrealized loss position
$120,661 $(530)$6,928 $(153)$127,589 $(683)
December 31, 2020
Continuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:
Mortgage-backed securities:Mortgage-backed securities:  
AgencyAgency$2,841 $(39)$$— $2,843 $(39)
Agency-collateralized mortgage obligationsAgency-collateralized mortgage obligations187 (2)364 (11)551 (13)
CommercialCommercial566 (4)— 575 (4)
Non-agency residentialNon-agency residential342 (9)56 (8)398 (17)
Total mortgage-backed securitiesTotal mortgage-backed securities3,936 (54)431 (19)4,367 (73)
U.S. Treasury and government agenciesU.S. Treasury and government agencies8,282 (9)498 (4)8,780 (13)
Non-U.S. securitiesNon-U.S. securities1,861 (6)135 (1)1,996 (7)
Other taxable securitiesOther taxable securities576 (2)396 (4)972 (6)
Other taxable securities
Other taxable securities
Tax-exempt securities
Tax-exempt securities
Tax-exempt securitiesTax-exempt securities4,108 (29)617 (3)4,725 (32)
Total AFS debt securities in a continuous
unrealized loss position
Total AFS debt securities in a continuous
unrealized loss position
$18,763 $(100)$2,077 $(31)$20,840 $(131)
Total AFS debt securities in a continuous
unrealized loss position
Total AFS debt securities in a continuous
unrealized loss position
December 31, 2022
December 31, 2022
December 31, 2022
Continuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:
Mortgage-backed securities:
Mortgage-backed securities:
Agency
Agency
Agency
Agency-collateralized mortgage obligations
Commercial
Non-agency residential
Total mortgage-backed securities
U.S. Treasury and government agencies
Non-U.S. securities
Other taxable securities
Other taxable securities
Other taxable securities
Tax-exempt securities
Tax-exempt securities
Tax-exempt securities
Total AFS debt securities in a continuous
unrealized loss position
Total AFS debt securities in a continuous
unrealized loss position
Total AFS debt securities in a continuous
unrealized loss position

Bank of America 112


The remaining contractual maturity distribution and yields of the Corporation’s debt securities carried at fair value and HTM debt securities at December 31, 20212023 are summarized in the table below. Actual duration and yields may differ as prepayments on the loans underlying the MBS or other ABS are passed through to the Corporation.
Maturities of Debt Securities Carried at Fair Value and Held-to-maturity Debt Securities
Maturities of Debt Securities Carried at Fair Value and Held-to-maturity Debt Securities
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
Due in One
Year or Less
Due in One
Year or Less
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)(Dollars in millions)Amount
Yield (1)
Amount
Yield (1)
Amount
Yield (1)
Amount
Yield (1)
Amount
Yield (1)
(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 valueAmortized cost of debt securities carried at fair value          Amortized cost of debt securities carried at fair value  
Mortgage-backed securities:Mortgage-backed securities:          Mortgage-backed securities:  
AgencyAgency$— — %$5.00 %$49 4.63 %$45,214 3.11 %$45,268 3.11 %Agency$— — — %$4.00 4.00 %$3.38 3.38 %$39,183 4.66 4.66 %$39,195 4.66 4.66 %
Agency-collateralized mortgage obligationsAgency-collateralized mortgage obligations— — — — 20 2.50 3,311 2.91 3,331 2.91 
CommercialCommercial363 2.30 10,123 2.48 6,285 1.79 2,278 1.87 19,049 2.18 
Non-agency residentialNon-agency residential— — — — — — 1,112 6.43 1,112 6.43 
Total mortgage-backed securitiesTotal mortgage-backed securities363 2.30 10,128 2.48 6,354 1.81 51,915 3.11 68,760 2.89 
U.S. Treasury and government agenciesU.S. Treasury and government agencies6,564 1.22 39,875 1.80 151,962 1.20 27 2.61 198,428 1.32 
Non-U.S. securitiesNon-U.S. securities18,645 0.20 1,045 3.61 — — 9.15 19,697 0.38 
Other taxable securitiesOther taxable securities562 1.49 1,646 1.97 308 2.04 209 1.76 2,725 1.86 
Other taxable securities
Other taxable securities
Tax-exempt securities
Tax-exempt securities
Tax-exempt securitiesTax-exempt securities2,485 1.06 6,520 1.42 3,105 1.81 3,045 1.46 15,155 1.45 
Total amortized cost of debt securities carried at fair valueTotal amortized cost of debt securities carried at fair value$28,619 0.56 $59,214 1.89 $161,729 1.23 $55,203 3.02 $304,765 1.62 
Amortized cost of HTM debt securitiesAmortized cost of HTM debt securities
Agency mortgage-backed securitiesAgency mortgage-backed securities$— — %$— — %$2.00 %$553,717 2.13 %$553,721 2.13 %
Agency mortgage-backed securities
Agency mortgage-backed securities$— — %$— — %$12 2.67 %$465,444 2.12 %$465,456 2.12 %
U.S. Treasury and government agencies
U.S. Treasury and government agencies
U.S. Treasury and government agencies
Other taxable securities
Other taxable securities
Other taxable securities
Total amortized cost of HTM debt securities
Total amortized cost of HTM debt securities
Total amortized cost of HTM debt securities
Debt securities carried at fair value
Debt securities carried at fair value
Debt securities carried at fair value  
Mortgage-backed securities:Mortgage-backed securities:  
AgencyAgency$—  $ $ $37,800  $37,812  
Agency-collateralized mortgage obligationsAgency-collateralized mortgage obligations—  —  —  2,544  2,544  
CommercialCommercial 1,720  7,260  1,465  10,446  
Non-agency residentialNon-agency residential—   —  660  662  
Total mortgage-backed securities
U.S. Treasury and government agencies
U.S. Treasury and government agencies
U.S. Treasury and government agencies
Non-U.S. securities
Non-U.S. securities
Non-U.S. securities19,138  6,554  4,204  1,198  31,094  
Other taxable securities
Other taxable securities
Other taxable securities419  3,966  346  107  4,838  
Tax-exempt securities
Tax-exempt securities
Tax-exempt securities1,797  3,687  855  3,761  10,100  
Total debt securities carried at fair valueTotal debt securities carried at fair value$100,623  $101,607  $27,047  $47,575  $276,852  
Fair value of HTM debt securities
Agency mortgage-backed securities
Agency mortgage-backed securities
Agency mortgage-backed securities
U.S. Treasury and government agencies
U.S. Treasury and government agencies
U.S. Treasury and government agenciesU.S. Treasury and government agencies— — — — 111,859 1.35 — — 111,859 1.35 
Other taxable securitiesOther taxable securities37 5.31 1,035 2.21 473 2.66 7,466 2.51 9,011 2.50 
Total amortized cost of HTM debt securities$37 5.31 $1,035 2.21 $112,336 1.35 $561,183 2.13 $674,591 2.00 
Debt securities carried at fair value          
Mortgage-backed securities:          
Agency$—  $ $53  $46,281  $46,339  
Agency-collateralized mortgage obligations—  —  20  3,360  3,380  
Commercial366  10,562  6,379  2,310  19,617  
Non-agency residential—   —  1,164  1,168  
Total mortgage-backed securities366 10,571 6,452 53,115 70,504 
U.S. Treasury and government agencies6,614 40,912 152,168 26 199,720 
Non-U.S. securities18,599  1,046  —   19,652  
Other taxable securitiesOther taxable securities566  1,676  310  212  2,764  
Tax-exempt securities2,489  6,660  3,223  3,061  15,433  
Total debt securities carried at fair value$28,634  $60,865  $162,153  $56,421  $308,073  
Fair value of HTM debt securities
Agency mortgage-backed securities$— $— $$547,206 $547,210 
U.S. Treasury and government agencies— — 109,718 — 109,718 
Other taxable securitiesOther taxable securities371,060 4837,382 8,962 
Total fair value of HTM debt securitiesTotal fair value of HTM debt securities$37 $1,060 $110,205 $554,588 $665,890 
Total fair value of HTM debt securities
Total fair value of HTM debt securities
(1)The weighted-average yield is computed based on a constant effective interest rateyield 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.
113 Bank of America


NOTE 5 Outstanding Loans and Leases and Allowance for Credit Losses
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, 20212023 and 2020.2022.
30-59 Days
Past Due (1)
30-59 Days
 Past Due (1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due (1)
Total Past
Due 30 Days
or More
Total
 Current or
 Less Than
 30 Days
 Past Due (1)
Loans
 Accounted
 for Under
 the Fair
 Value
 Option
Total
Outstandings
30-59 Days
Past Due (1)
30-59 Days
Past Due (1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due (1)
Total Past
Due 30 Days
or More
Total
 Current or
 Less Than
 30 Days
 Past Due (1)
Loans
 Accounted
 for Under
 the Fair
 Value
 Option
Total
Outstandings
(Dollars in millions)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Consumer real estateConsumer real estate      Consumer real estate     
Residential mortgageResidential mortgage$1,005 $297 $1,571 $2,873 $219,090 $221,963 
Residential mortgage
Residential mortgage
Home equityHome equity123 69 369 561 27,374 27,935 
Credit card and other consumerCredit card and other consumer
Credit cardCredit card298 212 487 997 80,441 81,438 
Credit card
Credit card
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
147 52 18 217 103,343 103,560 
Other consumerOther consumer    190 190 
Total consumerTotal consumer1,573 630 2,445 4,648 430,438 435,086 
Consumer loans accounted for under the fair value option (3)
Consumer loans accounted for under the fair value option (3)
     $618 618 
Total consumer loans and leasesTotal consumer loans and leases1,573 630 2,445 4,648 430,438 618 435,704 
CommercialCommercial
U.S. commercial
U.S. commercial
U.S. commercialU.S. commercial815 308 396 1,519 324,417 325,936 
Non-U.S. commercialNon-U.S. commercial148 20 83 251 113,015 113,266 
Commercial real estate (4)
Commercial real estate (4)
115 34 285 434 62,575 63,009 
Commercial lease financingCommercial lease financing104 28 13 145 14,680 14,825 
U.S. small business commercial (5)
U.S. small business commercial (5)
129 259 89 477 18,706 19,183 
Total commercialTotal commercial1,311 649 866 2,826 533,393 536,219 
Commercial loans accounted for under the fair value option (3)
Commercial loans accounted for under the fair value option (3)
     7,201 7,201 
Total commercial loans and leasesTotal commercial loans and leases1,311 649 866 2,826 533,393 7,201 543,420 
Total loans and leases (6)
Total loans and leases (6)
$2,884 $1,279 $3,311 $7,474 $963,831 $7,819 $979,124 
Percentage of outstandingsPercentage of outstandings0.29 %0.13 %0.34 %0.76 %98.44 %0.80 %100.00 %Percentage of outstandings0.31 %0.12 %0.32 %0.75 %98.91 %0.34 %100.00 %
(1)Consumer real estate loans 30-59 days past due includes fully-insured loans of $164$198 million and nonperforming loans of $118$150 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $89$77 million and nonperforming loans of $100$102 million. Consumer real estate loans 90 days or more past due includes fully-insured loans of $633$252 million and nonperforming loans of $738 million. Consumer real estate loans current or less than 30 days past due includes $1.4$1.6 billion, and direct/indirect consumer includes $55$39 million of nonperforming loans. For information on the Corporation's interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles.
(2)Total outstandings primarily includes auto and specialty lending loans and leases of $48.5$53.9 billion, U.S. securities-based lending loans of $51.1$46.0 billion and non-U.S. consumer loans of $3.0$2.8 billion.
(3)Consumer loans accounted for under the fair value option includes residential mortgage loans of $279$66 million and home equity loans of $339$177 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $4.6$2.2 billion and non-U.S. commercial loans of $2.6$1.2 billion. For more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(4)Total outstandings includes U.S. commercial real estate loans of $58.2$66.8 billion and non-U.S. commercial real estate loans of $4.8$6.1 billion.
(5)Includes Paycheck Protection Program loans.
(6)Total outstandings includes loans and leases pledged as collateral of $13.0$33.7 billion. The Corporation also pledged $146.6$246.0 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank.
Bank of America 114


30-59 Days
Past Due
(1)
30-59 Days
Past Due
(1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due
(1)
Total Past
Due 30 Days
or More
Total
Current or
Less Than
30 Days
Past Due (1)
Loans
Accounted
for Under
the Fair
Value Option
Total Outstandings
30-59 Days
Past Due
(1)
30-59 Days
Past Due
(1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due
(1)
Total Past
Due 30 Days
or More
Total
Current or
Less Than
30 Days
Past Due (1)
Loans
Accounted
for Under
the Fair
Value Option
Total Outstandings
(Dollars in millions)(Dollars in millions)December 31, 2020(Dollars in millions)December 31, 2022
Consumer real estateConsumer real estate      Consumer real estate     
Residential mortgageResidential mortgage$1,430 $297 $1,699 $3,426 $220,129 $223,555 
Residential mortgage
Residential mortgage
Home equityHome equity154 78 345 577 33,734 34,311 
Credit card and other consumerCredit card and other consumer     
Credit cardCredit card445 341 903 1,689 77,019  78,708 
Credit card
Credit card
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
Direct/Indirect consumer (2)
209 67 37 313 91,050  91,363 
Other consumer Other consumer — — — — 124  124 
Total consumerTotal consumer2,238 783 2,984 6,005 422,056 428,061 
Consumer loans accounted for under the fair value option (3)
Consumer loans accounted for under the fair value option (3)
$735 735 
Total consumer loans and leasesTotal consumer loans and leases2,238 783 2,984 6,005 422,056 735 428,796 
CommercialCommercial       Commercial    
U.S. commercial
U.S. commercial
U.S. commercialU.S. commercial561 214 512 1,287 287,441  288,728 
Non-U.S. commercialNon-U.S. commercial61 44 11 116 90,344  90,460 
Commercial real estate (4)
Commercial real estate (4)
128 113 226 467 59,897  60,364 
Commercial lease financingCommercial lease financing86 20 57 163 16,935  17,098 
U.S. small business commercial (5)
U.S. small business commercial (5)
84 56 123 263 36,206  36,469 
Total commercialTotal commercial920 447 929 2,296 490,823  493,119 
Commercial loans accounted for under the fair value option (3)
Commercial loans accounted for under the fair value option (3)
5,946 5,946 
Total commercial loans and leasesTotal commercial loans and leases920 447 929 2,296 490,823 5,946 499,065 
Total loans and leases (6)
Total loans and leases (6)
$3,158 $1,230 $3,913 $8,301 $912,879 $6,681 $927,861 
Total loans and leases (6)
Total loans and leases (6)
Percentage of outstandingsPercentage of outstandings0.34 %0.13 %0.42 %0.89 %98.39 %0.72 %100.00 %Percentage of outstandings0.34 %0.11 %0.27 %0.72 %98.73 %0.55 %100.00 %
(1)Consumer real estate loans 30-59 days past due includes fully-insured loans of $225$184 million and nonperforming loans of $126$155 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $103$75 million and nonperforming loans of $95$88 million. Consumer real estate loans 90 days or more past due includes fully-insured loans of $762$368 million and nonperforming loans of $788 million. Consumer real estate loans current or less than 30 days past due includes $1.2$1.6 billion, and direct/indirect consumer includes $66$27 million of nonperforming loans. For information on the Corporation's interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles.
(2)Total outstandings primarily includes auto and specialty lending loans and leases of $46.4$51.8 billion, U.S. securities-based lending loans of $41.1$50.4 billion and non-U.S. consumer loans of $3.0 billion.
(3)Consumer loans accounted for under the fair value option includes residential mortgage loans of $298$71 million and home equity loans of $437$268 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.9 billion and non-U.S. commercial loans of $3.0$2.5 billion. For more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(4)Total outstandings includes U.S. commercial real estate loans of $57.2$64.9 billion and non-U.S. commercial real estate loans of $3.2$4.8 billion.
(5)Includes Paycheck Protection Program loans.
(6)Total outstandings includes loans and leases pledged as collateral of $15.5$18.5 billion. The Corporation also pledged $153.1$163.6 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank.
The Corporation has entered into long-term credit protection agreements with FNMA and FHLMC on loans totaling $10.5$8.7 billion and $9.0$9.5 billion at December 31, 20212023 and 2020,2022, 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.
Nonperforming Loans and Leases
Commercial nonperforming loans decreasedincreased to $1.6$2.8 billion at December 31, 20212023 from $2.2$1.1 billion at December 31, 2020.2022, driven by the commercial real estate property type. Consumer nonperforming loans increased to $3.0 billion at
December 31, 2021 fromnonperforming loans remained relatively unchanged at $2.7 billion at December 31, 2020 driven by consumer real estate deferral activity.2023.
The following table presents the Corporation’s nonperforming loans and leases including nonperforming TDRs, and loans accruing past due 90 days or more at December 31, 20212023 and 2020.2022. 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.
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Credit QualityCredit Quality
Credit Quality
Credit Quality
Nonperforming Loans
and Leases
Nonperforming Loans
and Leases
Accruing Past Due
90 Days or More (1)
December 31
Nonperforming Loans
and Leases
Nonperforming Loans
and Leases
Accruing Past Due
90 Days or More
December 31December 31
(Dollars in millions)(Dollars in millions)2021202020212020(Dollars in millions)2023202220232022
Residential mortgage (2)
$2,284 $2,005 $634 $762 
With no related allowance (3)
1,950 1,378  — 
Home equity (2)
630 649  — 
With no related allowance (3)
414 347  — 
Residential mortgage (1)
With no related allowance (2)
Home equity (1)
With no related allowance (2)
Credit CardCredit Card                     n/a              n/a487 903 
Direct/indirect consumerDirect/indirect consumer75 71 11 33 
Total consumer
Total consumer
Total consumerTotal consumer2,989 2,725 1,132 1,698 
U.S. commercialU.S. commercial825 1,243 171 228 
Non-U.S. commercialNon-U.S. commercial268 418 19 10 
Commercial real estateCommercial real estate382 404 40 
Commercial lease financingCommercial lease financing80 87 8 25 
U.S. small business commercialU.S. small business commercial23 75 87 115 
Total commercialTotal commercial1,578 2,227 325 384 
Total nonperforming loansTotal nonperforming loans$4,567 $4,952 $1,457 $2,082 
Percentage of outstanding loans and leasesPercentage of outstanding loans and leases0.47 %0.54 %0.15 %0.23 %Percentage of outstanding loans and leases0.52 %0.37 %0.17 %0.16 %
(1)For information on the Corporation's interest accrual policies and delinquency status for loan modifications related to the pandemic, see Note 1 – Summary of Significant Accounting Principles..
(2)Residential mortgage loans accruing past due 90 days or more are fully-insured loans. At December 31, 20212023 and 20202022 residential mortgage includes $444included $156 million and $537$260 million of loans on which interest had been curtailed by the FHA, and therefore were no longer accruing interest, although principal was still insured, and $190$96 million and $225$108 million of loans on which interest was still accruing.
(3)(2)Primarily relates to loans for which the estimated fair value of the underlying collateral less any costs to sell is greater than the amortized cost of the loans as of the reporting date.
n/a = not applicable
Consumer Real Estate
To estimate ECL for consumer loans secured by residential real estate, the Corporation estimates the number of loans that will default over the life of the existing portfolio, after factoring in estimated prepayments, using quantitative modeling methodologies. The attributes that are most significant in estimating the Corporation’s ECL include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination 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 estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect the economic outlook. The outlook on the unemployment rate and consumer real estate prices are key factors that impact the frequency and severity of loss estimates. The Corporation does not reserve for credit losses on the unpaid principal balance of loans insured by the Federal Housing Administration (FHA) and long-term standby loans, as these loans are fully insured. The Corporation records a reserve for unfunded lending commitments for the ECL associated with the undrawn portion of the Corporation’s HELOCs, which can only be canceled by the Corporation if certain criteria are met.
The ECL associated with these unfunded lending commitments is calculated using the same models and methodologies noted above and incorporate utilization assumptions at time of default.
For loans that are more than 180 days past due, the Corporation bases the allowance on the estimated fair value of the underlying collateral as of the reporting date less costs to sell. The fair value of the collateral securing these loans is generally determined using an automated valuation model (AVM) 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 this portfolio in the aggregate.
For loans that are more than 180 days past due, with the exception of the Corporation’s fully insured portfolio, the outstanding balance of loans that is in excess of the estimated property value after adjusting for costs to sell is charged off. If the estimated property value decreases in periods subsequent to the initial charge-off, the Corporation will record an additional charge-off; however, if the value increases in periods subsequent to the charge-off, the Corporation will adjust the allowance to account for the increase but not to a level above the cumulative charge-off amount.
Credit Quality IndicatorsCards and Other Consumer
Credit cards are revolving lines of credit without a defined maturity date. The estimated life of a credit card receivable is determined by estimating the amount and timing of expected future payments (e.g., borrowers making full payments, minimum payments or somewhere in between) that it will take for a receivable balance to pay off. The ECL on the future payments incorporates the spending behavior of a borrower through time using key borrower-specific factors and the economic outlook described above. The Corporation applies all expected payments in accordance with the Credit Card Accountability Responsibility and Disclosure Act of 2009 (i.e., paying down the highest interest rate bucket first). Then forecasted future payments are prioritized to pay off the oldest balance until it is brought to zero or an expected charge-off amount. Unemployment rate outlook, borrower credit score, delinquency status and historical payment behavior are all key inputs into the credit card receivable loss forecasting model. Future draws on the credit card lines are excluded from the ECL as they are unconditionally cancellable.
The ECL for the consumer vehicle lending portfolio is also determined using quantitative methods supplemented with qualitative analysis. The quantitative model estimates ECL giving consideration to key borrower and loan characteristics such as delinquency status, borrower credit score, LTV ratio, underlying collateral type and collateral value.
Commercial
The ECL on commercial loans is forecasted using models that estimate credit losses over the loan’s contractual life at an individual loan level. The models use the contractual terms to forecast future principal cash flows while also considering expected prepayments. For open-ended commitments such as revolving lines of credit, changes in funded balance are captured by forecasting a borrower’s draw and payment behavior over the
97 Bank of America


remaining life of the commitment. For loans collateralized with commercial real estate and for which the underlying asset is the primary source of repayment, the loss forecasting models consider key loan and customer attributes such as LTV ratio, net operating income and debt service coverage, and captures variations in behavior according to property type and region. The outlook on the unemployment rate, gross domestic product, and forecasted real estate prices are utilized to determine indicators such as rent levels and vacancy rates, which impact the ECL estimate. For all other commercial loans and leases, the loss forecasting model determines the probabilities of transition to different credit risk ratings or default at each point over the life of the asset based on the borrower’s current credit risk rating, industry sector, size of the exposure and the geographic market. The severity of loss is determined based on the type of collateral securing the exposure, the size of the exposure, the borrower’s industry sector, any guarantors and the geographic market. Assumptions of expected loss are conditioned to the economic outlook, and the model considers key economic variables such as unemployment rate, gross domestic product, corporate bond spreads, real estate and other asset prices and equity market returns.
In addition to the allowance for loan and lease losses, the Corporation also estimates ECL 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. Reserves are estimated for the unfunded exposure using the same models and methodologies as the funded exposure and are reported as reserves for unfunded lending commitments.
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 and LHFS are not reported as nonperforming. When a nonaccrual loan is deemed uncollectible, it is charged off against the allowance for credit losses. If the charged-off amount is later recovered, the amount is reversed through the allowance for credit losses at the recovery date. Charge-offs are reported net of recoveries (net charge-offs). If recoveries for the period are greater than charge- offs, net charge-offs are reported as a negative amount.
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 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.
Credit card and other unsecured consumer loans are charged off when the loan becomes 180 days past due, within
60 days after receipt of notification of death or bankruptcy or upon confirmation of fraud. These loans continue to accrue interest until they are charged off and, therefore, are not reported as nonperforming loans. Consumer vehicle loans are placed on nonaccrual status when they become 90 days past due, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. These loans are charged off to their collateral values when the loans become 120 days past due, upon repossession of the collateral, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. If repossession of the collateral is not expected, the loans are fully charged off.
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. 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.
Loans Held-for-sale
Loans that the Corporation intends to sell 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 for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and, upon the sale of a loan, are recognized as part of the gain or loss in noninterest income. 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.
Other Assets
For the Corporation’s financial assets that are measured at amortized cost and are not included in debt securities or loans
Bank of America 98


and leases on the Consolidated Balance Sheet, the Corporation evaluates these assets for ECL using various techniques. For assets that are subject to collateral maintenance provisions, including federal funds sold and securities borrowed or purchased under agreements to resell, where the collateral consists of daily margining of liquid and marketable assets where the margining is expected to be maintained into the foreseeable future, the expected losses are assumed to be zero. For all other assets, the Corporation performs qualitative analyses, including consideration of historical losses and current economic conditions, to estimate any ECL which are then included in a valuation account that is recorded as a contra-asset against the amortized cost basis of the financial asset.
Lessee Arrangements
Substantially all of the Corporation’s lessee arrangements are operating leases. Under these arrangements, the Corporation records right-of-use assets and lease liabilities at lease commencement. Right-of-use assets are reported in other assets on the Consolidated Balance Sheet, and the related lease liabilities are reported in accrued expenses and other liabilities. All leases are recorded on the Consolidated Balance Sheet except leases with an initial term less than 12 months for which the Corporation made the short-term lease election. Lease expense is recognized on a straight-line basis over the lease term and is recorded in occupancy and equipment expense in the Consolidated Statement of Income.
The Corporation made an accounting policy election not to separate lease and non-lease components of a contract that is or contains a lease for its real estate and equipment leases. As such, lease payments represent payments on both lease and non-lease components. At lease commencement, lease liabilities are recognized based on the present value of the remaining lease payments and discounted using the Corporation’s incremental borrowing rate. Right-of-use assets initially equal the lease liability, adjusted for any lease payments made prior to lease commencement and for any lease incentives.
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. The Corporation has an unconditional option to bypass the qualitative assessment for any reporting unit in any period and proceed directly to performing the quantitative goodwill impairment test. The Corporation may resume performing the qualitative assessment in any subsequent period.
When performing the quantitative assessment, if the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit would not be considered impaired. If the carrying value of the reporting unit exceeds its fair value, a goodwill impairment loss would be recognized for the amount by which the reporting unit’s allocated equity exceeds its fair value. 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 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
99 Bank of America


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. Under applicable accounting standards, fair value measurements are categorized into one of 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.
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 interchange, cash advances and other miscellaneous items from credit and debit card transactions and from processing card transactions for merchants. Card income is presented net
Bank of America 100


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 and merchants 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 50basis 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 clients with transactions related to mergers and acquisitions and financial restructurings. Revenue varies depending on the size of the transaction and scope of services performed and is generally contingent on successful completion 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 client.
Other Revenue Measurement and Recognition Policies
The Corporation did not disclose the value of any open performance obligations at December 31, 2023, 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.

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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 2 Net Interest Income and Noninterest Income
The Corporation monitors credit quality within its Consumer Real Estate, Credit Cardtable below presents the Corporation’s net interest income and Other Consumer,noninterest income disaggregated by revenue source for 2023, 2022 and Commercial portfolio segments based on primary credit quality indicators. 2021. 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)202320222021
Net interest income
Interest income
Loans and leases$57,124 $37,919 $29,282 
Debt securities20,226 17,127 12,376 
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
18,679 4,560 (90)
Trading account assets8,773 5,521 3,770 
Other interest income25,460 7,438 2,334 
Total interest income130,262 72,565 47,672 
Interest expense
Deposits26,163 4,718 537 
Short-term borrowings (1)
30,553 6,978 (358)
Trading account liabilities2,043 1,538 1,128 
Long-term debt14,572 6,869 3,431 
Total interest expense73,331 20,103 4,738 
Net interest income$56,931 $52,462 $42,934 
Noninterest income
Fees and commissions
Card income
Interchange fees (2)
$3,983 $4,096 $4,560 
Other card income2,071 1,987 1,658 
Total card income6,054 6,083 6,218 
Service charges
Deposit-related fees4,382 5,190 6,271 
Lending-related fees1,302 1,215 1,233 
Total service charges5,684 6,405 7,504 
Investment and brokerage services
Asset management fees12,002 12,152 12,729 
Brokerage fees3,561 3,749 3,961 
Total investment and brokerage services15,563 15,901 16,690 
Investment banking fees
Underwriting income2,235 1,970 5,077 
Syndication fees898 1,070 1,499 
Financial advisory services1,575 1,783 2,311 
Total investment banking fees4,708 4,823 8,887 
Total fees and commissions32,009 33,212 39,299 
Market making and similar activities12,732 12,075 8,691 
Other income (loss)(3,091)(2,799)(1,811)
Total noninterest income$41,650 $42,488 $46,179 
(1)For more information on the portfolio segments,negative interest, see Note 1 – Summary of Significant Accounting Principles. Within
(2)Gross interchange fees and merchant income were $13.3 billion, $12.9 billion and $11.5 billion for 2023, 2022 and 2021, respectively, and are presented net of $9.3 billion, $8.8 billion and $6.9 billion of expenses for rewards and partner payments as well as certain other card costs for the Consumer Real Estate portfolio segment,same periods.
Bank of America 102


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, 2023 and 2022. 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, 2023
Gross Derivative AssetsGross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total
Interest rate contracts       
Swaps$15,715.2 $78.4 $7.9 $86.3 $66.6 $18.5 $85.1 
Futures and forwards2,803.8 5.1  5.1 7.0  7.0 
Written options (2)
1,807.7    31.7  31.7 
Purchased options (3)
1,714.9 32.9  32.9    
Foreign exchange contracts 
Swaps1,814.7 41.1 0.2 41.3 38.2 0.5 38.7 
Spot, futures and forwards3,561.7 37.2 6.1 43.3 40.3 6.2 46.5 
Written options (2)
462.8    6.8  6.8 
Purchased options (3)
405.3 6.2  6.2    
Equity contracts 
Swaps427.0 13.3  13.3 16.7  16.7 
Futures and forwards136.9 2.1  2.1 1.6  1.6 
Written options (2)
854.9    50.1  50.1 
Purchased options (3)
716.2 44.1  44.1    
Commodity contracts  
Swaps59.0 3.1  3.1 4.5  4.5 
Futures and forwards187.8 3.8  3.8 3.1 0.4 3.5 
Written options (2)
67.1    3.3  3.3 
Purchased options (3)
70.9 3.0  3.0    
Credit derivatives (4)
   
Purchased credit derivatives:   
Credit default swaps312.8 1.7  1.7 2.5  2.5 
Total return swaps/options69.4 0.8  0.8 1.3  1.3 
Written credit derivatives:  
Credit default swaps289.1 2.2  2.2 1.6  1.6 
Total return swaps/options68.6 1.1  1.1 0.3  0.3 
Gross derivative assets/liabilities$276.1 $14.2 $290.3 $275.6 $25.6 $301.2 
Less: Legally enforceable master netting agreements  (221.6)  (221.6)
Less: Cash collateral received/paid   (29.4)  (36.2)
Total derivative assets/liabilities   $39.3   $43.4 
(1)Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)Includes certain out-of-the-money purchased options that have a liability amount primarily due to the deferral of option premiums to the end of the contract.
(3)Includes certain out-of-the-money written options that have an asset amount primarily due to the deferral of option premiums to the end of the contract.
(4)The net derivative asset (liability) and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $520 million and $266.5 billion at December 31, 2023.
103 Bank of America


December 31, 2022
Gross Derivative AssetsGross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total
Interest rate contracts       
Swaps$18,285.9 $138.2 $20.7 $158.9 $120.3 $36.7 $157.0 
Futures and forwards2,796.3 8.6 — 8.6 7.8 — 7.8 
Written options (2)
1,657.9 — — — 41.4 — 41.4 
Purchased options (3)
1,594.7 42.4 — 42.4 — — — 
Foreign exchange contracts      
Swaps1,509.0 44.0 0.3 44.3 43.3 0.4 43.7 
Spot, futures and forwards4,159.3 59.9 0.1 60.0 62.1 0.6 62.7 
Written options (2)
392.2 — — — 8.1 — 8.1 
Purchased options (3)
362.6 8.3 — 8.3 — — — 
Equity contracts       
Swaps394.0 10.8 — 10.8 12.2 — 12.2 
Futures and forwards114.6 3.3 — 3.3 1.0 — 1.0 
Written options (2)
746.8 — — — 45.0 — 45.0 
Purchased options (3)
671.6 40.9 — 40.9 — — — 
Commodity contracts       
Swaps56.0 5.1 — 5.1 5.3 — 5.3 
Futures and forwards157.3 3.0 — 3.0 2.3 0.8 3.1 
Written options (2)
59.5 — — — 3.3 — 3.3 
Purchased options (3)
61.8 3.6 — 3.6 — — — 
Credit derivatives (4)
       
Purchased credit derivatives:       
Credit default swaps319.9 2.8 — 2.8 1.6 — 1.6 
Total return swaps/options71.5 0.7 — 0.7 3.0 — 3.0 
Written credit derivatives:      
Credit default swaps295.2 1.2 — 1.2 2.4 — 2.4 
Total return swaps/options85.3 4.4 — 4.4 0.9 — 0.9 
Gross derivative assets/liabilities $377.2 $21.1 $398.3 $360.0 $38.5 $398.5 
Less: Legally enforceable master netting agreements   (315.9)  (315.9)
Less: Cash collateral received/paid   (33.8)  (37.8)
Total derivative assets/liabilities   $48.6   $44.8 
(1)Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)Includes certain out-of-the-money purchased options that have a liability amount primarily due to the deferral of option premiums to the end of the contract.
(3)Includes certain out-of-the-money written options that have an asset amount primarily due to the deferral of option premiums to the end of the contract.
(4)The net derivative asset (liability) and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $(1.2) billion and $276.9 billion at December 31, 2022.
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 Balance
Sheet at December 31, 2023 and 2022by 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 – Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash.
Bank of America 104


Offsetting of Derivatives (1)
Derivative
Assets
Derivative
 Liabilities
Derivative
Assets
Derivative
 Liabilities
(Dollars in billions)December 31, 2023December 31, 2022
Interest rate contracts    
Over-the-counter$119.2 $117.7 $138.4 $132.3 
Exchange-traded0.2 0.2 0.4 0.1 
Over-the-counter cleared4.4 3.3 71.4 71.1 
Foreign exchange contracts
Over-the-counter89.7 90.4 109.7 110.6 
Over-the-counter cleared0.2 0.2 1.3 1.2 
Equity contracts
Over-the-counter24.7 32.2 21.5 22.6 
Exchange-traded34.4 33.9 33.0 33.8 
Commodity contracts
Over-the-counter6.6 8.4 8.3 9.3 
Exchange-traded2.3 2.1 2.4 1.9 
Over-the-counter cleared0.4 0.5 0.3 0.3 
Credit derivatives
Over-the-counter5.7 5.6 8.9 7.5 
Total gross derivative assets/liabilities, before netting
Over-the-counter245.9 254.3 286.8 282.3 
Exchange-traded36.9 36.2 35.8 35.8 
Over-the-counter cleared5.0 4.0 73.0 72.6 
Less: Legally enforceable master netting agreements and cash collateral received/paid
Over-the-counter(212.1)(218.9)(243.8)(248.2)
Exchange-traded(35.4)(35.4)(33.5)(33.5)
Over-the-counter cleared(3.5)(3.5)(72.4)(72.0)
Derivative assets/liabilities, after netting36.8 36.7 45.9 37.0 
Other gross derivative assets/liabilities (2)
2.5 6.7 2.7 7.8 
Total derivative assets/liabilities39.3 43.4 48.6 44.8 
Less: Financial instruments collateral (3)
(15.5)(13.0)(18.5)(7.4)
Total net derivative assets/liabilities$23.8 $30.4 $30.1 $37.4 
(1)Over-the-counter derivatives include bilateral transactions between the Corporation and a particular counterparty. Over-the-counter 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 quality indicatorscontracts are refreshed LTVutilized in the Corporation's ALM and refreshed risk management activities.
The Corporation 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.
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. 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 credit default swaps (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 foreign 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.
105 Bank of America


operations determined to have functional currencies other than the U.S. dollar using forward exchange contracts and cross-currency basis swaps, and by issuing foreign currency- denominated debt (net investment hedges).
Fair Isaac Corporation (FICO) score. Refreshed LTV measuresValue Hedges
The table below summarizes information related to fair value hedges for 2023, 2022 and 2021.
Gains and Losses on Derivatives Designated as Fair Value Hedges
DerivativeHedged Item
(Dollars in millions)202320222021202320222021
Interest rate risk on long-term debt (1)
$3,594 $(26,654)$(7,018)$(3,652)$26,825 $6,838 
Interest rate and foreign currency risk (2)
(17)(120)(90)27 119 79 
Interest rate risk on available-for-sale securities (3)
(3,518)21,991 5,203 3,417 (22,280)(5,167)
Price risk on commodity inventory (4)
2 674 — (2)(674)— 
Total$61 $(4,109)$(1,905)$(210)$3,990 $1,750 
(1)Amounts are recorded in interest expense in the Consolidated Statement of Income.
(2)Represents cross-currency interest rate swaps related to available-for-sale debt securities and long-term debt. For 2023, 2022 and 2021, the derivative amount includes gains (losses) of $6 million, $0 and $0 in interest income, $13 million, $(37) million and $(73) million in interest expense, $(51) million, $(81) million and $0 in market making and similar activities, and $15 million, $(2) million and $(17) million in accumulated OCI, respectively. Line item totals are in the Consolidated Statement of Income and on the Consolidated Balance Sheet.
(3)Amounts are recorded in interest income in the Consolidated Statement of Income.
(4)Amounts are recorded in market making and similar activities 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 loancumulative 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 and Liabilities
December 31, 2023December 31, 2022
(Dollars in millions)Carrying Value
Cumulative
Fair Value
Adjustments (1)
Carrying Value
Cumulative
Fair Value
Adjustments (1)
Long-term debt (2)
$203,986 $(5,767)$187,402 $(21,372)
Available-for-sale debt securities (2, 3, 4)
134,077 (1,793)167,518 (18,190)
Trading account assets (5)
7,475 414 16,119 146 
(1)Increase (decrease) to carrying value.
(2)At December 31, 2023 and 2022, the cumulative fair value adjustments remaining on long-term debt and available-for-sale debt securities from discontinued hedging relationships resulted in a percentagedecrease of $10.5 billion and an increase of $137 million in the related liability and a decrease in the related asset of $5.6 billion and $4.9 billion, which are being amortized over the remaining contractual life of the de-designated hedged items.
(3)These amounts include the amortized cost of the financial assets in closed portfolios used to designate hedging relationships in which the hedged item is a stated layer that is expected to be remaining at the end of the hedging relationship (i.e. portfolio layer hedging relationship). At December 31, 2023 and 2022, the amortized cost of the closed portfolios used in these hedging relationships was $39.1 billion and $21.4 billion, of which $22.5 billion and $9.2 billion were designated in a portfolio layer hedging relationship. At December 31, 2023 and 2022, the cumulative adjustment associated with these hedging relationships was an increase of $48 million and a decrease of $451 million.
(4)Carrying value represents amortized cost.
(5)Represents hedging activities related to certain commodities inventory.
Cash Flow and Net Investment Hedges
The following table summarizes certain information related to cash flow hedges and net investment hedges for 2023, 2022 and 2021. Of the $8.0 billion after-tax net loss ($10.7 billion pretax) on derivatives in accumulated OCI at December 31, 2023, losses of $3.4 billion after-tax ($4.6 billion pretax) related to both open and terminated cash flow hedges are expected to be reclassified into earnings in the next 12 months. These net losses reclassified into earnings are expected to primarily decrease net interest income related to the respective hedged items. For open cash flow hedges, the maximum length of time over which forecasted transactions are hedged is approximately ten years. For terminated cash flow hedges, the time period over which the forecasted transactions will be
recognized in interest income is approximately five years, with the aggregated amount beyond this time period being insignificant.
On November 15, 2023, Bloomberg Index Services Limited announced the permanent cessation of the Bloomberg Short-Term Bank Yield Index (BSBY) and all its tenors effective after final publication on November 15, 2024. The Corporation determined that certain forecasted BSBY-indexed interest payments, which had been designated in cash flow hedges, were no longer expected to occur beyond November 15, 2024 as they will transition to a new reference rate. Accordingly, during the fourth quarter of 2023, the Corporation reclassified $2.0 billion of pretax loss from accumulated OCI into market making and similar activities for the amount related to these forecasted transactions.
Bank of America 106


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)202320222021202320222021
Cash flow hedges
Interest rate risk on variable-rate portfolios (1)
$1,995 $(13,492)$(2,686)$(3,176)$(338)$148 
Price risk on forecasted MBS purchases (1)
6 (129)(249)(2)11 26 
Price risk on certain compensation plans (2)
48 (88)93 25 29 55 
Total$2,049 $(13,709)$(2,842)$(3,153)$(298)$229 
Net investment hedges
Foreign exchange risk (3)
$(808)$1,710 $1,451 $143 $$23 
(1)Amounts reclassified from accumulated OCI are recorded in interest income and market making and similar activities in the Consolidated Statement of Income.
(2)Amounts reclassified from accumulated OCI are recorded in compensation and benefits 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 market making and similar activities were gains of $195 million and losses of $38 million and $123 million in 2023, 2022 and 2021, respectively.
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 table below presents gains (losses) on these derivatives for 2023, 2022 and 2021. These gains (losses) are largely offset by the income or expense recorded on the hedged item.
Gains and Losses on Other Risk Management Derivatives
(Dollars in millions)202320222021
Interest rate risk on mortgage activities (1, 2)
$16 $(326)$(18)
Credit risk on loans (2)
(70)(37)(25)
Interest rate and foreign currency risk on asset and liability management activities (3)
777 4,713 1,757 
Price risk on certain compensation plans (4)
584 (1,073)917 
(1)Includes hedges of interest rate risk on MSRs and IRLCs to originate mortgage loans that will be held for sale.
(2)Gains (losses) on these derivatives are recorded in other income.
(3)Gains (losses) on these derivatives are recorded in market making and similar activities. For 2023, includes $447 million of positive fair value adjustments related to the interest rate swaps that occurred after de-designation of BSBY hedges and prior to re-designation of the interest rate swaps into new hedges.
(4)Gains (losses) on these derivatives are recorded in compensation and benefits 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. At December 31, 2023 and 2022, the Corporation had transferred $4.1 billion and $4.8 billion of non-U.S. government-guaranteed mortgage-backed securities 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 $4.2 billion and $4.9 billion at the transfer dates. At December 31, 2023 and 2022, the fair value of the property securingtransferred securities was $4.1 billion and $4.7 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 market making and similar activities 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 market making and similar activities. For debt securities, revenue, with the exception of interest associated with the debt securities, is typically included in market making and similar activities. 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 market making and similar activities as part of the initial mark to fair value. For derivatives, the majority of revenue is included in market making and similar activities. In transactions where the Corporation acts as agent, which include exchange-traded futures and options, fees are recorded in other income.
The following table, 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 2023, 2022 and 2021. 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 following table is not presented on an FTE basis.
107 Bank of America


Sales and Trading Revenue
Market making and similar activitiesNet Interest
Income
Other (1)
Total
(Dollars in millions)2023
Interest rate risk$3,192 $366 $402 $3,960 
Foreign exchange risk1,800 149 87 2,036 
Equity risk6,628 (1,955)1,774 6,447 
Credit risk1,205 2,462 340 4,007 
Other risk (2)
602 (155)(67)380 
Total sales and trading revenue$13,427 $867 $2,536 $16,830 
2022
Interest rate risk$1,919 $1,619 $392 $3,930 
Foreign exchange risk1,981 46 (44)1,983 
Equity risk6,077 (1,288)1,757 6,546 
Credit risk592 2,228 177 2,997 
Other risk (2)
835 (171)15 679 
Total sales and trading revenue$11,404 $2,434 $2,297 $16,135 
2021
Interest rate risk$523 $1,794 $217 $2,534 
Foreign exchange risk1,505 (80)14 1,439 
Equity risk4,581 (5)1,834 6,410 
Credit risk1,390 1,684 556 3,630 
Other risk (2)
759 (128)124 755 
Total sales and trading revenue$8,758 $3,265 $2,745 $14,768 
(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 $2.0 billion, $2.0 billion and $1.9 billion in 2023, 2022 and 2021, respectively.
(2)Includes commodity risk.
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.
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, 2023 and 2022 are summarized in the following table.
Bank of America 108


Credit Derivative Instruments
Less than
One Year
One to
Three Years
Three to
Five Years
Over Five
Years
Total
December 31, 2023
(Dollars in millions)Carrying Value
Credit default swaps:     
Investment grade$ $11 $26 $20 $57 
Non-investment grade38 277 601 595 1,511 
Total38 288 627 615 1,568 
Total return swaps/options:     
Investment grade59    59 
Non-investment grade149 69 56 5 279 
Total208 69 56 5 338 
Total credit derivatives$246 $357 $683 $620 $1,906 
Credit-related notes:     
Investment grade$ $ $ $859 $859 
Non-investment grade 5 16 1,103 1,124 
Total credit-related notes$ $5 $16 $1,962 $1,983 
 Maximum Payout/Notional
Credit default swaps:     
Investment grade$33,750 $65,015 $83,313 $17,023 $199,101 
Non-investment grade18,061 32,155 33,934 5,827 89,977 
Total51,811 97,170 117,247 22,850 289,078 
Total return swaps/options:     
Investment grade40,515 1,503 1,561 23 43,602 
Non-investment grade20,694 1,414 1,907 988 25,003 
Total61,209 2,917 3,468 1,011 68,605 
Total credit derivatives$113,020 $100,087 $120,715 $23,861 $357,683 
December 31, 2022
Carrying Value
Credit default swaps:
Investment grade$$25 $133 $34 $194 
Non-investment grade120 516 870 697 2,203 
Total122 541 1,003 731 2,397 
Total return swaps/options:     
Investment grade55 336 — — 391 
Non-investment grade332 132 10 483 
Total387 345 132 10 874 
Total credit derivatives$509 $886 $1,135 $741 $3,271 
Credit-related notes:     
Investment grade$— $— $19 $1,017 $1,036 
Non-investment grade— 1,035 1,048 
Total credit-related notes$— $$25 $2,052 $2,084 
 Maximum Payout/Notional
Credit default swaps:
Investment grade$34,670 $66,170 $93,237 $18,677 $212,754 
Non-investment grade15,229 29,629 30,891 6,662 82,411 
Total49,899 95,799 124,128 25,339 295,165 
Total return swaps/options:     
Investment grade38,722 10,407 — — 49,129 
Non-investment grade32,764 500 2,054 897 36,215 
Total71,486 10,907 2,054 897 85,344 
Total credit derivatives$121,385 $106,706 $126,182 $26,236 $380,509 
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 refreshed quarterly. Home equity loansobligation (CLO) and credit-linked note vehicles. These instruments are evaluated using combined loan-to-value (CLTV), which measures theprimarily
classified as trading securities. The carrying value of these instruments equals the Corporation’s loanmaximum 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 available lineCollateral
The Corporation 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 nonfinancial 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 combinedcovenants would typically require an increase in the amount of collateral
109 Bank of America


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 105, the Corporation enters into legally enforceable master netting agreements that reduce risk by permitting closeout and netting of transactions with any outstandingthe same counterparty upon the occurrence of certain events.
Certain 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, 2023 and 2022, the Corporation held cash and securities collateral of $104.1 billion and $101.3 billion and posted cash and securities collateral of $93.4 billion and $81.2 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 liens againstdebt ratings of the property asCorporation or certain subsidiaries. The amount of additional collateral required depends on the contract and is usually a percentage offixed incremental amount and/or the market value of the property securingexposure.
At December 31, 2023, the loan, refreshed quarterly. FICO score measures the creditworthinessamount of the borrowercollateral, calculated based on the financial obligationsterms of the borrowercontracts, that the Corporation and certain subsidiaries could be required to post to counterparties but had not yet posted to counterparties was $2.5 billion, including $1.1 billion for Bank of America, National Association (BANA).
Some counterparties are currently able to unilaterally terminate certain contracts, or the borrower’s credit history. FICO scores are typically refreshed quarterlyCorporation or more frequently. Certain borrowers (e.g., borrowerscertain subsidiaries may be required to take other action such as find a suitable replacement or obtain a guarantee. At December 31, 2023 and 2022, the liability recorded for these derivative contracts was not significant.
The following table presents the amount of additional collateral that would have been contractually required by derivative contracts and other trading agreements at December 31, 2023 if the rating agencies had debts discharged in a bankruptcy proceeding) may not havedowngraded their FICO scores updated. FICO scores arelong-term senior debt ratings for the Corporation or certain subsidiaries by one incremental notch and by an additional second incremental notch. The table also a primary credit qualitypresents derivative liabilities that would be subject to unilateral termination by counterparties upon downgrade of the Corporation's or certain subsidiaries’ long-term senior debt ratings.
indicator for
Additional Collateral Required to be Posted and Derivative Liabilities Subject to Unilateral Termination Upon Downgrade
at December 31, 2023
(Dollars in millions)One
Incremental
 Notch
Second
Incremental
 Notch
Additional collateral required to be posted upon downgrade
Bank of America Corporation$134 $902 
Bank of America, N.A. and subsidiaries (1)
45 729 
Derivative liabilities subject to unilateral termination upon downgrade
Derivative liabilities$$36 
Collateral posted23 
(1)Included in Bank of America Corporation collateral requirements in this table.
Valuation Adjustments on Derivatives
The Corporation records credit risk valuation adjustments on derivatives in order to properly reflect 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.of the counterparties and its own credit quality. The term reservable criticized refersCorporation 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 those commercial loansestimate the default probabilities and severities that are internally classified or listedapplied 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.
The table below presents credit valuation adjustment (CVA), DVA and FVA gains (losses) on derivatives (excluding the effect of any related hedge activities), which are recorded in market making and similar activities, for 2023, 2022 and 2021. 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 Gains (Losses) on Derivatives (1)
(Dollars in millions)202320222021
Derivative assets (CVA)$159 $(80)$208 
Derivative assets/liabilities (FVA)(33)125 (2)
Derivative liabilities (DVA)(207)194 
(1)At December 31, 2023, 2022 and 2021, cumulative CVA reduced the derivative assets balance by $359 million, $518 million and $438 million, cumulative FVA reduced the net derivative balance by $87 million, $54 million and $179 million, and cumulative DVA reduced the derivative liabilities balance by $299 million, $506 million and $312 million, respectively.
Bank of America 110


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, 2023 and 2022.
Debt 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, 2023December 31, 2022
Available-for-sale debt securities
Mortgage-backed securities:
Agency$39,195 $37 $(1,420)$37,812 $25,204 $$(1,767)$23,442 
Agency-collateralized mortgage obligations2,739 6 (201)2,544 2,452 — (231)2,221 
Commercial10,909 40 (514)10,435 6,894 28 (515)6,407 
Non-agency residential (1)
449 3 (70)382 461 15 (90)386 
Total mortgage-backed securities53,292 86 (2,205)51,173 35,011 48 (2,603)32,456 
U.S. Treasury and government agencies179,108 19 (1,461)177,666 160,773 18 (1,769)159,022 
Non-U.S. securities22,868 27 (20)22,875 13,455 (52)13,407 
Other taxable securities4,910 1 (76)4,835 4,728 (84)4,645 
Tax-exempt securities10,304 17 (221)10,100 11,518 19 (279)11,258 
Total available-for-sale debt securities270,482 150 (3,983)266,649 225,485 90 (4,787)220,788 
Other debt securities carried at fair value (2)
10,202 56 (55)10,203 8,986 376 (156)9,206 
Total debt securities carried at fair value280,684 206 (4,038)276,852 234,471 466 (4,943)229,994 
Held-to-maturity debt securities
Agency mortgage-backed securities465,456  (78,930)386,526 503,233 — (87,319)415,914 
U.S. Treasury and government agencies121,645  (17,963)103,682 121,597 — (20,259)101,338 
Other taxable securities7,490  (1,101)6,389 8,033 — (1,018)7,015 
Total held-to-maturity debt securities594,591  (97,994)496,597 632,863 — (108,596)524,267 
Total debt securities (3,4)
$875,275 $206 $(102,032)$773,449 $867,334 $466 $(113,539)$754,261 
(1)At both December 31, 2023 and 2022, the underlying collateral type included approximately 17 percent prime and 83 percent subprime.
(2)Primarily includes non-U.S. securities used to satisfy certain international regulatory requirements. Any changes in value are reported in market making and similar activities. For detail on the components, see Note 20 – Fair Value Measurements.
(3)Includes securities pledged as collateral of $204.9 billion and $104.5 billion at December 31, 2023 and 2022.
(4)The Corporation held debt securities from FNMA and FHLMC that each exceeded 10 percent of shareholders’ equity, with an amortized cost of $272.5 billion and $171.5 billion, and a fair value of $226.4 billion and $142.3 billion at December 31, 2023, and an amortized cost of $290.5 billion and $176.7 billion, and a fair value of $239.6 billion and $144.6 billion at December 31, 2022.
At December 31, 2023, the accumulated net unrealized loss on AFS debt securities, excluding the amount related to debt securities previously transferred to held to maturity, included in accumulated OCI was $2.8 billion, net of the related income tax benefit of $960 million. At December 31, 2023 and 2022, nonperforming AFS debt securities held by the Corporation were not significant.
At December 31, 2023 and 2022, $824.9 billion and $826.5 billion of AFS and HTM debt securities, which were predominantly U.S. agency and U.S. Treasury securities, have a zero credit loss assumption. For the same periods, the ECL on the remaining $40.2 billion and $31.8 billion of AFS and HTM debt securities were insignificant. For more information on the zero credit loss assumption, see Note 1 – Summary of Significant Accounting Principles.
At December 31, 2023 and 2022, the Corporation held equity securities at an aggregate fair value of $251 million and $581 million and other equity securities, as Special Mention, Substandard or Doubtful,valued under the
measurement alternative, at a carrying value of $377 million and $340 million, both of which are asset quality categories defined by regulatory authorities. These assets have an elevated level of riskincluded in other assets. At December 31, 2023 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,2022, the Corporation usesalso held money market investments at a fair value of $1.2 billion and $868 million, which are included in time deposits placed and other credit quality indicatorsshort-term investments.
The gross realized gains and losses on sales of AFS debt securities for certain types2023, 2022 and 2021 are presented in the table below.
Gains and Losses on Sales of AFS Debt Securities
(Dollars in millions)202320222021
Gross gains$109 $1,251 $49 
Gross losses(514)(1,219)(27)
Net gains (losses) on sales of AFS debt securities$(405)$32 $22 
Income tax expense (benefit) attributable to realized net gains (losses) on sales of AFS debt securities$(101)$$
111 Bank of America


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, 2023 and 2022.
Total AFS Debt Securities in a Continuous Unrealized Loss Position
Less than Twelve MonthsTwelve Months or LongerTotal
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
(Dollars in millions)December 31, 2023
Continuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:   
Agency$8,624 $(21)$20,776 $(1,399)$29,400 $(1,420)
Agency-collateralized mortgage obligations  1,701 (201)1,701 (201)
Commercial2,363 (27)4,588 (487)6,951 (514)
Non-agency residential  370 (70)370 (70)
Total mortgage-backed securities10,987 (48)27,435 (2,157)38,422 (2,205)
U.S. Treasury and government agencies14,907 (12)69,669 (1,449)84,576 (1,461)
Non-U.S. securities7,702 (8)1,524 (12)9,226 (20)
Other taxable securities3,269 (19)1,437 (57)4,706 (76)
Tax-exempt securities466 (5)2,106 (216)2,572 (221)
Total AFS debt securities in a continuous
   unrealized loss position
$37,331 $(92)$102,171 $(3,891)$139,502 $(3,983)
December 31, 2022
Continuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:
Agency$18,759 $(1,118)$4,437 $(649)$23,196 $(1,767)
Agency-collateralized mortgage obligations1,165 (96)1,022 (135)2,187 (231)
Commercial3,273 (150)2,258 (365)5,531 (515)
Non-agency residential264 (65)97 (25)361 (90)
Total mortgage-backed securities23,461 (1,429)7,814 (1,174)31,275 (2,603)
U.S. Treasury and government agencies36,730 (308)118,636 (1,461)155,366 (1,769)
Non-U.S. securities9,399 (34)756 (18)10,155 (52)
Other taxable securities2,036 (16)1,580 (68)3,616 (84)
Tax-exempt securities607 (28)2,849 (251)3,456 (279)
Total AFS debt securities in a continuous
   unrealized loss position
$72,233 $(1,815)$131,635 $(2,972)$203,868 $(4,787)

Bank of America 112


The remaining contractual maturity distribution and yields of loans.the Corporation’s debt securities carried at fair value and HTM debt securities at December 31, 2023 are summarized in the table below. Actual duration and yields may differ as prepayments on the loans underlying the MBS 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$— — %$4.00 %$3.38 %$39,183 4.66 %$39,195 4.66 %
Agency-collateralized mortgage obligations— — — — — — 2,739 3.39 2,739 3.39 
Commercial— — 1,759 6.18 7,475 4.59 1,688 2.61 10,922 4.54 
Non-agency residential— — — — — — 732 10.48 732 10.48 
Total mortgage-backed securities— — 1,763 6.17 7,483 4.59 44,342 4.60 53,588 4.65 
U.S. Treasury and government agencies79,257 5.29 86,631 3.39 14,868 2.72 42 3.90 180,798 4.17 
Non-U.S. securities19,138 3.96 6,546 1.82 4,203 5.49 1,197 5.07 31,084 3.76 
Other taxable securities422 6.09 3,995 6.14 377 4.30 116 3.27 4,910 5.93 
Tax-exempt securities1,801 4.53 3,698 3.62 873 3.11 3,932 4.17 10,304 3.94 
Total amortized cost of debt securities carried at fair value$100,618 5.03 $102,633 3.45 $27,804 3.68 $49,629 4.57 $280,684 4.24 
Amortized cost of HTM debt securities
Agency mortgage-backed securities$— — %$— — %$12 2.67 %$465,444 2.12 %$465,456 2.12 %
U.S. Treasury and government agencies— — 4,563 1.80 117,082 1.38 — — 121,645 1.40 
Other taxable securities58 1.85 1,240 2.57 253 3.28 5,939 2.49 7,490 2.52 
Total amortized cost of HTM debt securities$58 1.85 $5,803 1.96 $117,347 1.38 $471,383 2.12 $594,591 1.97 
Debt securities carried at fair value          
Mortgage-backed securities:          
Agency$—  $ $ $37,800  $37,812  
Agency-collateralized mortgage obligations—  —  —  2,544  2,544  
Commercial 1,720  7,260  1,465  10,446  
Non-agency residential—   —  660  662  
Total mortgage-backed securities1,726 7,268 42,469 51,464 
U.S. Treasury and government agencies79,268 85,674 14,374 40 179,356 
Non-U.S. securities19,138  6,554  4,204  1,198  31,094  
Other taxable securities419  3,966  346  107  4,838  
Tax-exempt securities1,797  3,687  855  3,761  10,100  
Total debt securities carried at fair value$100,623  $101,607  $27,047  $47,575  $276,852  
Fair value of HTM debt securities
Agency mortgage-backed securities$— $— $11 $386,515 $386,526 
U.S. Treasury and government agencies— 4,279 99,403 — 103,682 
Other taxable securities57 1,177 194 4,961 6,389 
Total fair value of HTM debt securities$57 $5,456 $99,608 $391,476 $496,597 
(1)The weighted-average yield is computed based on a constant effective yield over the contractual life of each security. The yield considers the contractual coupon and the amortization of premiums and accretion of discounts, excluding the effect of related hedging derivatives.
113 Bank of America


NOTE 5Outstanding Loans and Leases and Allowance for Credit Losses
The following tables present certain credit quality indicatorstotal outstanding loans and leases and an aging analysis for the Corporation's Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments, by class of financing receivables, and year of origination for term loan balances at December 31, 2021, including revolving loans that converted to term loans without an additional credit decision after origination or through a TDR.
2023 and 2022.
Bank of America 116


Residential Mortgage – Credit Quality Indicators By Vintage
Term Loans by Origination Year
(Dollars in millions)Total as of
December 31,
 2021
20212020201920182017Prior
Total Residential Mortgage
Refreshed LTV
   
Less than or equal to 90 percent$206,562 $87,051 $43,597 $23,205 $7,392 $10,956 $34,361 
Greater than 90 percent but less than or equal to 100 percent1,938 1,401 331 81 17 14 94 
Greater than 100 percent759 520 112 29 11 12 75 
Fully-insured loans12,704 3,845 3,486 1,150 216 235 3,772 
Total Residential Mortgage$221,963 $92,817 $47,526 $24,465 $7,636 $11,217 $38,302 
Total Residential Mortgage
Refreshed FICO score
Less than 620$2,451 $636 $442 $140 $120 $104 $1,009 
Greater than or equal to 620 and less than 6805,199 1,511 1,123 477 294 307 1,487 
Greater than or equal to 680 and less than 74024,532 8,822 5,454 2,785 1,057 1,434 4,980 
Greater than or equal to 740177,077 78,003 37,021 19,913 5,949 9,137 27,054 
Fully-insured loans12,704 3,845 3,486 1,150 216 235 3,772 
Total Residential Mortgage$221,963 $92,817 $47,526 $24,465 $7,636 $11,217 $38,302 
Home Equity - Credit Quality Indicators
Total
Home Equity Loans and Reverse Mortgages (1)
Revolving LoansRevolving Loans Converted to Term Loans
(Dollars in millions)December 31, 2021
Total Home Equity
Refreshed LTV
   
Less than or equal to 90 percent$27,594 $1,773 $19,095 $6,726 
Greater than 90 percent but less than or equal to 100 percent130 55 34 41 
Greater than 100 percent211 85 54 72 
Total Home Equity$27,935 $1,913 $19,183 $6,839 
Total Home Equity
Refreshed FICO score
Less than 620$893 $244 $209 $440 
Greater than or equal to 620 and less than 6801,434 222 495 717 
Greater than or equal to 680 and less than 7404,625 468 2,493 1,664 
Greater than or equal to 74020,983 979 15,986 4,018 
Total Home Equity$27,935 $1,913 $19,183 $6,839 
30-59 Days
 Past Due (1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due (1)
Total Past
Due 30 Days
or More
Total
 Current or
 Less Than
 30 Days
 Past Due (1)
Loans
 Accounted
 for Under
 the Fair
 Value
 Option
Total
Outstandings
(Dollars in millions)December 31, 2023
Consumer real estate      
Residential mortgage$1,177 $302 $829 $2,308 $226,095 $228,403 
Home equity90 38 161 289 25,238 25,527 
Credit card and other consumer
Credit card680 515 1,224 2,419 99,781 102,200 
Direct/Indirect consumer (2)
306 99 91 496 102,972 103,468 
Other consumer    124 124 
Total consumer2,253 954 2,305 5,512 454,210 459,722 
Consumer loans accounted for under the fair value option (3)
$243 243 
Total consumer loans and leases2,253 954 2,305 5,512 454,210 243 459,965 
Commercial
U.S. commercial477 96 225 798 358,133 358,931 
Non-U.S. commercial86 21 64 171 124,410 124,581 
Commercial real estate (4)
247 133 505 885 71,993 72,878 
Commercial lease financing44 8 24 76 14,778 14,854 
U.S. small business commercial (5)
166 89 184 439 18,758 19,197 
Total commercial1,020 347 1,002 2,369 588,072 590,441 
Commercial loans accounted for under the fair value option (3)
3,326 3,326 
Total commercial loans and leases1,020 347 1,002 2,369 588,072 3,326 593,767 
Total loans and leases (6)
$3,273 $1,301 $3,307 $7,881 $1,042,282 $3,569 $1,053,732 
Percentage of outstandings0.31 %0.12 %0.32 %0.75 %98.91 %0.34 %100.00 %
(1)Includes reverse mortgagesConsumer real estate loans 30-59 days past due includes fully-insured loans of $1.3$198 million and nonperforming loans of $150 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $77 million and nonperforming loans of $102 million. Consumer real estate loans 90 days or more past due includes fully-insured loans of $252 million and nonperforming loans of $738 million. Consumer real estate loans current or less than 30 days past due includes $1.6 billion, and home equity loansdirect/indirect consumer includes $39 million of $582 million which are no longer originated.
Credit Card and Direct/Indirect Consumer – Credit Quality Indicators By Vintage
Direct/Indirect
Term Loans by Origination YearCredit Card
(Dollars in millions)Total Direct/
Indirect as of December 31,
 2021
Revolving Loans20212020201920182017PriorTotal Credit Card as of December 31,
 2021
Revolving Loans
Revolving Loans Converted to Term Loans (1)
Refreshed FICO score  
Less than 620$685 $13 $179 $115 $129 $79 $101 $69 $3,017 $2,857 $160 
Greater than or equal to 620 and less than 6802,313 14 1,170 414 313 148 134 120 9,264 9,064 200 
Greater than or equal to 680 and less than 7408,530 60 4,552 1,659 1,126 466 314 353 28,347 28,155 192 
Greater than or equal to 74037,164 94 15,876 8,642 6,465 2,679 1,573 1,835 40,810 40,762 48 
Other internal credit
   metrics (2,3)
54,868 54,173 283 53 77 75 63 144  — — 
Total credit card and other
   consumer
$103,560 $54,354 $22,060 $10,883 $8,110 $3,447 $2,185 $2,521 $81,438 $80,838 $600 
(1)Represents TDRs that were modified into termnonperforming loans.
(2)Other internal credit metrics may include delinquency status, geography or other factors.Total outstandings primarily includes auto and specialty lending loans and leases of $53.9 billion, U.S. securities-based lending loans of $46.0 billion and non-U.S. consumer loans of $2.8 billion.
(3)Direct/indirect consumer includes $54.2 billion of securities-based lending which is typically supported by highly liquid collateral with market value greater than or equal to the outstanding loan balance and therefore has minimal credit risk at December 31, 2021.

117 Bank of America


Commercial – Credit Quality Indicators By Vintage (1, 2)
Term Loans
Amortized Cost Basis by Origination Year
(Dollars in millions)Total as of
December 31,
 2021
20212020201920182017PriorRevolving Loans
U.S. Commercial
Risk ratings    
Pass rated$315,618 $55,862 $25,012 $23,373 $11,439 $10,426 $23,877 $165,629 
Reservable criticized10,318 598 687 1,308 1,615 514 1,072 4,524 
Total U.S. Commercial$325,936 $56,460 $25,699 $24,681 $13,054 $10,940 $24,949 $170,153 
Non-U.S. Commercial
Risk ratings
Pass rated$110,787 $25,749 $8,703 $7,133 $4,521 $3,016 $3,062 $58,603 
Reservable criticized2,479 223 324 487 275 257 216 697 
Total Non-U.S. Commercial$113,266 $25,972 $9,027 $7,620 $4,796 $3,273 $3,278 $59,300 
Commercial Real Estate
Risk ratings
Pass rated$55,511 $14,402 $7,244 $11,237 $5,710 $3,326 $6,831 $6,761 
Reservable criticized7,498 277 990 2,237 1,710 596 1,464 224 
Total Commercial Real Estate$63,009 $14,679 $8,234 $13,474 $7,420 $3,922 $8,295 $6,985 
Commercial Lease Financing
Risk ratings
Pass rated$14,438 $3,280 $2,485 $2,427 $2,030 $1,741 $2,475 $— 
Reservable criticized387 25 18 91 67 48 138 — 
Total Commercial Lease Financing$14,825 $3,305 $2,503 $2,518 $2,097 $1,789 $2,613 $— 
U.S. Small Business Commercial (3)
Risk ratings
Pass rated$11,618 $4,257 $2,922 $1,059 $763 $623 $1,853 $141 
Reservable criticized433 12 29 91 87 64 147 
Total U.S. Small Business Commercial$12,051 $4,269 $2,951 $1,150 $850 $687 $2,000 $144 
 Total$529,087 $104,685 $48,414 $49,443 $28,217 $20,611 $41,135 $236,582 
(1) Excludes $7.2 billion ofConsumer loans accounted for under the fair value option at December 31, 2021.
(2)     Includes $16 million of loans that converted from revolving to term loans.
(3)     Excludes U.S. Small Business Cardincludes residential mortgage loans of $7.1 billion. Refreshed FICO scores for this portfolio are $192$66 million for less than 620; $618 million for greater than or equal to 620 and less than 680; $1.9 billion for greater than or equal to 680 and less than 740; and $4.4 billion greater than or equal to 740.

Bank of America 118


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 and year of origination for term loan balances at December 31, 2020, including revolving loans that converted to term loans without an additional credit decision after origination or through a TDR.
Residential Mortgage – Credit Quality Indicators By Vintage
Term Loans by Origination Year
(Dollars in millions)Total as of
 December 31,
 2020
20202019201820172016Prior
Total Residential Mortgage
Refreshed LTV
Less than or equal to 90 percent$207,389 $68,907 $43,771 $14,658 $21,589 $22,967 $35,497 
Greater than 90 percent but less than or equal to 100 percent3,138 1,970 684 128 70 96 190 
Greater than 100 percent1,210 702 174 47 39 37 211 
Fully-insured loans11,818 3,826 2,014 370 342 1,970 3,296 
Total Residential Mortgage$223,555 $75,405 $46,643 $15,203 $22,040 $25,070 $39,194 
Total Residential Mortgage
Refreshed FICO score
Less than 620$2,717 $823 $177 $139 $170 $150 $1,258 
Greater than or equal to 620 and less than 6805,462 1,804 666 468 385 368 1,771 
Greater than or equal to 680 and less than 74025,349 8,533 4,679 1,972 2,427 2,307 5,431 
Greater than or equal to 740178,209 60,419 39,107 12,254 18,716 20,275 27,438 
Fully-insured loans11,818 3,826 2,014 370 342 1,970 3,296 
Total Residential Mortgage$223,555 $75,405 $46,643 $15,203 $22,040 $25,070 $39,194 
Home Equity - Credit Quality Indicators
Total
Home Equity Loans and Reverse Mortgages (1)
Revolving LoansRevolving Loans Converted to Term Loans
(Dollars in millions)December 31, 2020
Total Home Equity
Refreshed LTV
Less than or equal to 90 percent$33,447 $1,919 $22,639 $8,889 
Greater than 90 percent but less than or equal to 100 percent351 126 94 131 
Greater than 100 percent513 172 118 223 
Total Home Equity$34,311 $2,217 $22,851 $9,243 
Total Home Equity
Refreshed FICO score
Less than 620$1,082 $250 $244 $588 
Greater than or equal to 620 and less than 6801,798 263 568 967 
Greater than or equal to 680 and less than 7405,762 556 2,905 2,301 
Greater than or equal to 74025,669 1,148 19,134 5,387 
Total Home Equity$34,311 $2,217 $22,851 $9,243 
(1)Includes reverse mortgages of $1.3 billion and home equity loans of $885 million which are no longer originated.
119 Bank of America


Credit Card and Direct/Indirect Consumer – Credit Quality Indicators By Vintage
Direct/Indirect
Term Loans by Origination YearCredit Card
(Dollars in millions)Total Direct/Indirect as of December 31, 2020Revolving Loans20202019201820172016PriorTotal Credit Card as of December 31, 2020Revolving Loans
Revolving Loans Converted to Term Loans (1)
Refreshed FICO score
Less than 620$959 $19 $111 $200 $175 $243 $148 $63 $4,018 $3,832 $186 
Greater than or equal to 620 and less than 6802,143 20 653 559 329 301 176 105 9,419 9,201 218 
Greater than or equal to 680 and less than 7407,431 80 2,848 2,015 1,033 739 400 316 27,585 27,392 193 
Greater than or equal to 74036,064 120 12,540 10,588 5,869 3,495 1,781 1,671 37,686 37,642 44 
Other internal credit
   metrics (2, 3)
44,766 44,098 74 115 84 67 52 276 — — — 
Total credit card and other
   consumer
$91,363 $44,337 $16,226 $13,477 $7,490 $4,845 $2,557 $2,431 $78,708 $78,067 $641 
(1)Represents TDRs that were modified into term loans.
(2)Other internal credit metrics may include delinquency status, geography or other factors.
(3)Direct/indirect consumer includes $44.1 billion of securities-based lending which is typically supported by highly liquid collateral with market value greater than or equal to the outstanding loan balance and therefore has minimal credit risk at December 31, 2020.

Commercial – Credit Quality Indicators By Vintage (1, 2)
Term Loans
Amortized Cost Basis by Origination Year
(Dollars in millions)Total as of December 31, 202020202019201820172016PriorRevolving Loans
U.S. Commercial
Risk ratings    
Pass rated$268,812 $33,456 $33,305 $17,363 $14,102 $7,420 $21,784 $141,382 
Reservable criticized19,916 2,524 2,542 2,689 854 698 1,402 9,207 
Total U.S. Commercial$288,728 $35,980 $35,847 $20,052 $14,956 $8,118 $23,186 $150,589 
Non-U.S. Commercial
Risk ratings
Pass rated$85,914 $16,301 $11,396 $7,451 $5,037 $1,674 $2,194 $41,861 
Reservable criticized4,546 914 572 492 436 138 259 1,735 
Total Non-U.S. Commercial$90,460 $17,215 $11,968 $7,943 $5,473 $1,812 $2,453 $43,596 
Commercial Real Estate
Risk ratings
Pass rated$50,260 $8,429 $14,126 $8,228 $4,599 $3,299 $6,542 $5,037 
Reservable criticized10,104 933 2,558 2,115 1,582 606 1,436 874 
Total Commercial Real Estate$60,364 $9,362 $16,684 $10,343 $6,181 $3,905 $7,978 $5,911 
Commercial Lease Financing
Risk ratings
Pass rated$16,384 $3,083 $3,242 $2,956 $2,532 $1,703 $2,868 $— 
Reservable criticized714 117 117 132 81 88 179 — 
Total Commercial Lease Financing$17,098 $3,200 $3,359 $3,088 $2,613 $1,791 $3,047 $— 
U.S. Small Business Commercial (3)
Risk ratings
Pass rated$28,786 $24,539 $1,121 $837 $735 $527 $855 $172 
Reservable criticized1,148 76 239 210 175 113 322 13 
Total U.S. Small Business Commercial$29,934 $24,615 $1,360 $1,047 $910 $640 $1,177 $185 
 Total$486,584 $90,372 $69,218 $42,473 $30,133 $16,266 $37,841 $200,281 
(1) Excludes $5.9 billion of$177 million. Commercial loans accounted for under the fair value option at December 31, 2020.includes U.S. commercial loans of $2.2 billion and non-U.S. commercial loans of $1.2 billion. For more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(2)(4)Total outstandings includes U.S. commercial real estate loans of $66.8 billion and non-U.S. commercial real estate loans of $6.1 billion.
(5)Includes $58 million of loans that converted from revolving to termPaycheck Protection Program loans.
(3)(6)     Excludes U.S. Small Business CardTotal outstandings includes loans and leases pledged as collateral of $6.5$33.7 billion. Refreshed FICO scores for this portfolio are $265 million for less than 620; $582 million for greater than or equalThe Corporation also pledged $246.0 billion of loans with no related outstanding borrowings to 620secure potential borrowing capacity with the Federal Reserve Bank and less than 680; $1.7 billion for greater than or equal to 680 and less than 740; and $3.9 billion greater than or equal to 740.Federal Home Loan Bank.

Bank of America 120114


30-59 Days
Past Due
(1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due
(1)
Total Past
Due 30 Days
or More
Total
Current or
Less Than
30 Days
Past Due (1)
Loans
Accounted
for Under
the Fair
Value Option
Total Outstandings
(Dollars in millions)December 31, 2022
Consumer real estate      
Residential mortgage$1,077 $245 $945 $2,267 $227,403 $229,670 
Home equity88 32 211 331 26,232 26,563 
Credit card and other consumer     
Credit card466 322 717 1,505 91,916  93,421 
Direct/Indirect consumer (2)
204 59 45 308 105,928  106,236 
Other consumer — — — — 156  156 
Total consumer1,835 658 1,918 4,411 451,635 456,046 
Consumer loans accounted for under the fair value option (3)
$339 339 
Total consumer loans and leases1,835 658 1,918 4,411 451,635 339 456,385 
Commercial       
U.S. commercial827 288 330 1,445 357,036  358,481 
Non-U.S. commercial317 59 144 520 123,959  124,479 
Commercial real estate (4)
409 81 77 567 69,199  69,766 
Commercial lease financing49 11 69 13,575  13,644 
U.S. small business commercial (5)
107 63 356 526 17,034  17,560 
Total commercial1,709 500 918 3,127 580,803  583,930 
Commercial loans accounted for under the fair value option (3)
5,432 5,432 
Total commercial loans and leases1,709 500 918 3,127 580,803 5,432 589,362 
Total loans and leases (6)
$3,544 $1,158 $2,836 $7,538 $1,032,438 $5,771 $1,045,747 
Percentage of outstandings0.34 %0.11 %0.27 %0.72 %98.73 %0.55 %100.00 %
(1)Consumer real estate loans 30-59 days past due includes fully-insured loans of $184 million and nonperforming loans of $155 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $75 million and nonperforming loans of $88 million. Consumer real estate loans 90 days or more past due includes fully-insured loans of $368 million and nonperforming loans of $788 million. Consumer real estate loans current or less than 30 days past due includes $1.6 billion, and direct/indirect consumer includes $27 million of nonperforming loans.
(2)Total outstandings primarily includes auto and specialty lending loans and leases of $51.8 billion, U.S. securities-based lending loans of $50.4 billion and non-U.S. consumer loans of $3.0 billion.
(3)Consumer loans accounted for under the fair value option includes residential mortgage loans of $71 million and home equity loans of $268 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.9 billion and non-U.S. commercial loans of $2.5 billion. For more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(4)Total outstandings includes U.S. commercial real estate loans of $64.9 billion and non-U.S. commercial real estate loans of $4.8 billion.
(5)Includes Paycheck Protection Program loans.
(6)Total outstandings includes loans and leases pledged as collateral of $18.5 billion. The Corporation also pledged $163.6 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank.
During 2021, commercial
The Corporation has entered into long-term credit quality showed signs of stabilization as the economy continued to recover. Commercial reservable criticized utilized exposure decreased to $22.4protection agreements with FNMA and FHLMC on loans totaling $8.7 billion and $9.5 billion at December 31, 2021 from $38.72023 and 2022, 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.
Nonperforming Loans and Leases
Commercial nonperforming loans increased to $2.8 billion (to 3.91 percent from 7.31 percent of total commercial reservable utilized exposure) at December 31, 2020,2023 from $1.1 billion at December 31, 2022, driven by the commercial real estate property type. Consumer
nonperforming loans remained relatively unchanged at $2.7 billion at December 31, 2023.
The following table presents the Corporation’s nonperforming loans and leases and loans accruing past due 90 days or more at December 31, 2023 and 2022. 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.
115 Bank of America


Credit Quality
Nonperforming Loans
and Leases
Accruing Past Due
90 Days or More
December 31
(Dollars in millions)2023202220232022
Residential mortgage (1)
$2,114 $2,167 $252 $368 
With no related allowance (2)
1,974 1,973  — 
Home equity (1)
450 510  — 
With no related allowance (2)
375 393  — 
Credit Card                     n/a                    n/a1,224 717 
Direct/indirect consumer148 77 2 
Total consumer2,712 2,754 1,478 1,087 
U.S. commercial636 553 51 190 
Non-U.S. commercial175 212 4 25 
Commercial real estate1,927 271 32 46 
Commercial lease financing19 7 
U.S. small business commercial16 14 184 355 
Total commercial2,773 1,054 278 624 
Total nonperforming loans$5,485 $3,808 $1,756 $1,711 
Percentage of outstanding loans and leases0.52 %0.37 %0.17 %0.16 %
(1)Residential mortgage loans accruing past due 90 days or more are fully-insured loans. At December 31, 2023 and 2022 residential mortgage included $156 million and $260 million of loans on which interest had been curtailed by the FHA, and therefore were no longer accruing interest, although principal was broad-based across industries.still insured, and $96 million and $108 million of loans on which interest was still accruing.
(2)Primarily relates to loans for which the estimated fair value of the underlying collateral less any costs to sell is greater than the amortized cost of the loans as of the reporting date.
n/a = not applicable
Consumer Real Estate
To estimate ECL for consumer loans secured by residential real estate, the Corporation estimates the number of loans that will default over the life of the existing portfolio, after factoring in estimated prepayments, using quantitative modeling methodologies. The attributes that are most significant in estimating the Corporation’s ECL include refreshed loan-to-value (LTV) or, in the case of a subordinated lien, refreshed combined LTV (CLTV), borrower credit score, months since origination 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 estimates are based on the Corporation’s historical experience with the loan portfolio, adjusted to reflect the economic outlook. The outlook on the unemployment rate and consumer real estate prices are key factors that impact the frequency and severity of loss estimates. The Corporation does not reserve for credit losses on the unpaid principal balance of loans insured by the Federal Housing Administration (FHA) and long-term standby loans, as these loans are fully insured. The Corporation records a reserve for unfunded lending commitments for the ECL associated with the undrawn portion of the Corporation’s HELOCs, which can only be canceled by the Corporation if certain criteria are met.
The ECL associated with these unfunded lending commitments is calculated using the same models and methodologies noted above and incorporate utilization assumptions at time of default.
For loans that are more than 180 days past due, the Corporation bases the allowance on the estimated fair value of the underlying collateral as of the reporting date less costs to sell. The fair value of the collateral securing these loans is generally determined using an automated valuation model (AVM) 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 this portfolio in the aggregate.
For loans that are more than 180 days past due, with the exception of the Corporation’s fully insured portfolio, the outstanding balance of loans that is in excess of the estimated property value after adjusting for costs to sell is charged off. If the estimated property value decreases in periods subsequent to the initial charge-off, the Corporation will record an additional charge-off; however, if the value increases in periods subsequent to the charge-off, the Corporation will adjust the allowance to account for the increase but not to a level above the cumulative charge-off amount.
Credit Cards and Other Consumer
Credit cards are revolving lines of credit without a defined maturity date. The estimated life of a credit card receivable is determined by estimating the amount and timing of expected future payments (e.g., borrowers making full payments, minimum payments or somewhere in between) that it will take for a receivable balance to pay off. The ECL on the future payments incorporates the spending behavior of a borrower through time using key borrower-specific factors and the economic outlook described above. The Corporation applies all expected payments in accordance with the Credit Card Accountability Responsibility and Disclosure Act of 2009 (i.e., paying down the highest interest rate bucket first). Then forecasted future payments are prioritized to pay off the oldest balance until it is brought to zero or an expected charge-off amount. Unemployment rate outlook, borrower credit score, delinquency status and historical payment behavior are all key inputs into the credit card receivable loss forecasting model. Future draws on the credit card lines are excluded from the ECL as they are unconditionally cancellable.
The ECL for the consumer vehicle lending portfolio is also determined using quantitative methods supplemented with qualitative analysis. The quantitative model estimates ECL giving consideration to key borrower and loan characteristics such as delinquency status, borrower credit score, LTV ratio, underlying collateral type and collateral value.
Commercial
The ECL on commercial loans is forecasted using models that estimate credit losses over the loan’s contractual life at an individual loan level. The models use the contractual terms to forecast future principal cash flows while also considering expected prepayments. For open-ended commitments such as revolving lines of credit, changes in funded balance are captured by forecasting a borrower’s draw and payment behavior over the
97 Bank of America


remaining life of the commitment. For loans collateralized with commercial real estate and for which the underlying asset is the primary source of repayment, the loss forecasting models consider key loan and customer attributes such as LTV ratio, net operating income and debt service coverage, and captures variations in behavior according to property type and region. The outlook on the unemployment rate, gross domestic product, and forecasted real estate prices are utilized to determine indicators such as rent levels and vacancy rates, which impact the ECL estimate. For all other commercial loans and leases, the loss forecasting model determines the probabilities of transition to different credit risk ratings or default at each point over the life of the asset based on the borrower’s current credit risk rating, industry sector, size of the exposure and the geographic market. The severity of loss is determined based on the type of collateral securing the exposure, the size of the exposure, the borrower’s industry sector, any guarantors and the geographic market. Assumptions of expected loss are conditioned to the economic outlook, and the model considers key economic variables such as unemployment rate, gross domestic product, corporate bond spreads, real estate and other asset prices and equity market returns.
In addition to the allowance for loan and lease losses, the Corporation also estimates ECL 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. Reserves are estimated for the unfunded exposure using the same models and methodologies as the funded exposure and are reported as reserves for unfunded lending commitments.
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 and LHFS are not reported as nonperforming. When a nonaccrual loan is deemed uncollectible, it is charged off against the allowance for credit losses. If the charged-off amount is later recovered, the amount is reversed through the allowance for credit losses at the recovery date. Charge-offs are reported net of recoveries (net charge-offs). If recoveries for the period are greater than charge- offs, net charge-offs are reported as a negative amount.
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 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.
Credit card and other unsecured consumer loans are charged off when the loan becomes 180 days past due, within
60 days after receipt of notification of death or bankruptcy or upon confirmation of fraud. These loans continue to accrue interest until they are charged off and, therefore, are not reported as nonperforming loans. Consumer vehicle loans are placed on nonaccrual status when they become 90 days past due, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. These loans are charged off to their collateral values when the loans become 120 days past due, upon repossession of the collateral, within 60 days after receipt of notification of bankruptcy or death or upon confirmation of fraud. If repossession of the collateral is not expected, the loans are fully charged off.
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. 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.
Loans Held-for-sale
Loans that the Corporation intends to sell 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 for LHFS carried at the lower of cost or fair value are capitalized as part of the carrying value of the loans and, upon the sale of a loan, are recognized as part of the gain or loss in noninterest income. 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.
Other Assets
For the Corporation’s financial assets that are measured at amortized cost and are not included in debt securities or loans
Bank of America 98


and leases on the Consolidated Balance Sheet, the Corporation evaluates these assets for ECL using various techniques. For assets that are subject to collateral maintenance provisions, including federal funds sold and securities borrowed or purchased under agreements to resell, where the collateral consists of daily margining of liquid and marketable assets where the margining is expected to be maintained into the foreseeable future, the expected losses are assumed to be zero. For all other assets, the Corporation performs qualitative analyses, including consideration of historical losses and current economic conditions, to estimate any ECL which are then included in a valuation account that is recorded as a contra-asset against the amortized cost basis of the financial asset.
Lessee Arrangements
Substantially all of the Corporation’s lessee arrangements are operating leases. Under these arrangements, the Corporation records right-of-use assets and lease liabilities at lease commencement. Right-of-use assets are reported in other assets on the Consolidated Balance Sheet, and the related lease liabilities are reported in accrued expenses and other liabilities. All leases are recorded on the Consolidated Balance Sheet except leases with an initial term less than 12 months for which the Corporation made the short-term lease election. Lease expense is recognized on a straight-line basis over the lease term and is recorded in occupancy and equipment expense in the Consolidated Statement of Income.
The Corporation made an accounting policy election not to separate lease and non-lease components of a contract that is or contains a lease for its real estate and equipment leases. As such, lease payments represent payments on both lease and non-lease components. At lease commencement, lease liabilities are recognized based on the present value of the remaining lease payments and discounted using the Corporation’s incremental borrowing rate. Right-of-use assets initially equal the lease liability, adjusted for any lease payments made prior to lease commencement and for any lease incentives.
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. The Corporation has an unconditional option to bypass the qualitative assessment for any reporting unit in any period and proceed directly to performing the quantitative goodwill impairment test. The Corporation may resume performing the qualitative assessment in any subsequent period.
When performing the quantitative assessment, if the fair value of the reporting unit exceeds its carrying value, goodwill of the reporting unit would not be considered impaired. If the carrying value of the reporting unit exceeds its fair value, a goodwill impairment loss would be recognized for the amount by which the reporting unit’s allocated equity exceeds its fair value. 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 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
99 Bank of America


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. Under applicable accounting standards, fair value measurements are categorized into one of 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.
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 interchange, cash advances and other miscellaneous items from credit and debit card transactions and from processing card transactions for merchants. Card income is presented net
Bank of America 100


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 and merchants 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 50basis 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 clients with transactions related to mergers and acquisitions and financial restructurings. Revenue varies depending on the size of the transaction and scope of services performed and is generally contingent on successful completion 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 client.
Other Revenue Measurement and Recognition Policies
The Corporation did not disclose the value of any open performance obligations at December 31, 2023, 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.

101 Bank of America


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 2 Net Interest Income and Noninterest Income
The table below presents the Corporation’s net interest income and noninterest income disaggregated by revenue source for 2023, 2022 and 2021. 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)202320222021
Net interest income
Interest income
Loans and leases$57,124 $37,919 $29,282 
Debt securities20,226 17,127 12,376 
Federal funds sold and securities borrowed or purchased under agreements to resell (1)
18,679 4,560 (90)
Trading account assets8,773 5,521 3,770 
Other interest income25,460 7,438 2,334 
Total interest income130,262 72,565 47,672 
Interest expense
Deposits26,163 4,718 537 
Short-term borrowings (1)
30,553 6,978 (358)
Trading account liabilities2,043 1,538 1,128 
Long-term debt14,572 6,869 3,431 
Total interest expense73,331 20,103 4,738 
Net interest income$56,931 $52,462 $42,934 
Noninterest income
Fees and commissions
Card income
Interchange fees (2)
$3,983 $4,096 $4,560 
Other card income2,071 1,987 1,658 
Total card income6,054 6,083 6,218 
Service charges
Deposit-related fees4,382 5,190 6,271 
Lending-related fees1,302 1,215 1,233 
Total service charges5,684 6,405 7,504 
Investment and brokerage services
Asset management fees12,002 12,152 12,729 
Brokerage fees3,561 3,749 3,961 
Total investment and brokerage services15,563 15,901 16,690 
Investment banking fees
Underwriting income2,235 1,970 5,077 
Syndication fees898 1,070 1,499 
Financial advisory services1,575 1,783 2,311 
Total investment banking fees4,708 4,823 8,887 
Total fees and commissions32,009 33,212 39,299 
Market making and similar activities12,732 12,075 8,691 
Other income (loss)(3,091)(2,799)(1,811)
Total noninterest income$41,650 $42,488 $46,179 
(1)For more information on negative interest, see Note 1 – Summary of Significant Accounting Principles.
(2)Gross interchange fees and merchant income were $13.3 billion, $12.9 billion and $11.5 billion for 2023, 2022 and 2021, respectively, and are presented net of $9.3 billion, $8.8 billion and $6.9 billion of expenses for rewards and partner payments as well as certain other card costs for the same periods.
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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, 2023 and 2022. 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, 2023
Gross Derivative AssetsGross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total
Interest rate contracts       
Swaps$15,715.2 $78.4 $7.9 $86.3 $66.6 $18.5 $85.1 
Futures and forwards2,803.8 5.1  5.1 7.0  7.0 
Written options (2)
1,807.7    31.7  31.7 
Purchased options (3)
1,714.9 32.9  32.9    
Foreign exchange contracts 
Swaps1,814.7 41.1 0.2 41.3 38.2 0.5 38.7 
Spot, futures and forwards3,561.7 37.2 6.1 43.3 40.3 6.2 46.5 
Written options (2)
462.8    6.8  6.8 
Purchased options (3)
405.3 6.2  6.2    
Equity contracts 
Swaps427.0 13.3  13.3 16.7  16.7 
Futures and forwards136.9 2.1  2.1 1.6  1.6 
Written options (2)
854.9    50.1  50.1 
Purchased options (3)
716.2 44.1  44.1    
Commodity contracts  
Swaps59.0 3.1  3.1 4.5  4.5 
Futures and forwards187.8 3.8  3.8 3.1 0.4 3.5 
Written options (2)
67.1    3.3  3.3 
Purchased options (3)
70.9 3.0  3.0    
Credit derivatives (4)
   
Purchased credit derivatives:   
Credit default swaps312.8 1.7  1.7 2.5  2.5 
Total return swaps/options69.4 0.8  0.8 1.3  1.3 
Written credit derivatives:  
Credit default swaps289.1 2.2  2.2 1.6  1.6 
Total return swaps/options68.6 1.1  1.1 0.3  0.3 
Gross derivative assets/liabilities$276.1 $14.2 $290.3 $275.6 $25.6 $301.2 
Less: Legally enforceable master netting agreements  (221.6)  (221.6)
Less: Cash collateral received/paid   (29.4)  (36.2)
Total derivative assets/liabilities   $39.3   $43.4 
(1)Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)Includes certain out-of-the-money purchased options that have a liability amount primarily due to the deferral of option premiums to the end of the contract.
(3)Includes certain out-of-the-money written options that have an asset amount primarily due to the deferral of option premiums to the end of the contract.
(4)The net derivative asset (liability) and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $520 million and $266.5 billion at December 31, 2023.
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December 31, 2022
Gross Derivative AssetsGross Derivative Liabilities
(Dollars in billions)
Contract/
Notional (1)
Trading and Other Risk Management DerivativesQualifying
Accounting
Hedges
TotalTrading and Other Risk Management DerivativesQualifying
Accounting
Hedges
Total
Interest rate contracts       
Swaps$18,285.9 $138.2 $20.7 $158.9 $120.3 $36.7 $157.0 
Futures and forwards2,796.3 8.6 — 8.6 7.8 — 7.8 
Written options (2)
1,657.9 — — — 41.4 — 41.4 
Purchased options (3)
1,594.7 42.4 — 42.4 — — — 
Foreign exchange contracts      
Swaps1,509.0 44.0 0.3 44.3 43.3 0.4 43.7 
Spot, futures and forwards4,159.3 59.9 0.1 60.0 62.1 0.6 62.7 
Written options (2)
392.2 — — — 8.1 — 8.1 
Purchased options (3)
362.6 8.3 — 8.3 — — — 
Equity contracts       
Swaps394.0 10.8 — 10.8 12.2 — 12.2 
Futures and forwards114.6 3.3 — 3.3 1.0 — 1.0 
Written options (2)
746.8 — — — 45.0 — 45.0 
Purchased options (3)
671.6 40.9 — 40.9 — — — 
Commodity contracts       
Swaps56.0 5.1 — 5.1 5.3 — 5.3 
Futures and forwards157.3 3.0 — 3.0 2.3 0.8 3.1 
Written options (2)
59.5 — — — 3.3 — 3.3 
Purchased options (3)
61.8 3.6 — 3.6 — — — 
Credit derivatives (4)
       
Purchased credit derivatives:       
Credit default swaps319.9 2.8 — 2.8 1.6 — 1.6 
Total return swaps/options71.5 0.7 — 0.7 3.0 — 3.0 
Written credit derivatives:      
Credit default swaps295.2 1.2 — 1.2 2.4 — 2.4 
Total return swaps/options85.3 4.4 — 4.4 0.9 — 0.9 
Gross derivative assets/liabilities $377.2 $21.1 $398.3 $360.0 $38.5 $398.5 
Less: Legally enforceable master netting agreements   (315.9)  (315.9)
Less: Cash collateral received/paid   (33.8)  (37.8)
Total derivative assets/liabilities   $48.6   $44.8 
(1)Represents the total contract/notional amount of derivative assets and liabilities outstanding.
(2)Includes certain out-of-the-money purchased options that have a liability amount primarily due to the deferral of option premiums to the end of the contract.
(3)Includes certain out-of-the-money written options that have an asset amount primarily due to the deferral of option premiums to the end of the contract.
(4)The net derivative asset (liability) and notional amount of written credit derivatives for which the Corporation held purchased credit derivatives with identical underlying referenced names were $(1.2) billion and $276.9 billion at December 31, 2022.
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 Balance
Sheet at December 31, 2023 and 2022by 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 – Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash.
Bank of America 104


Offsetting of Derivatives (1)
Derivative
Assets
Derivative
 Liabilities
Derivative
Assets
Derivative
 Liabilities
(Dollars in billions)December 31, 2023December 31, 2022
Interest rate contracts    
Over-the-counter$119.2 $117.7 $138.4 $132.3 
Exchange-traded0.2 0.2 0.4 0.1 
Over-the-counter cleared4.4 3.3 71.4 71.1 
Foreign exchange contracts
Over-the-counter89.7 90.4 109.7 110.6 
Over-the-counter cleared0.2 0.2 1.3 1.2 
Equity contracts
Over-the-counter24.7 32.2 21.5 22.6 
Exchange-traded34.4 33.9 33.0 33.8 
Commodity contracts
Over-the-counter6.6 8.4 8.3 9.3 
Exchange-traded2.3 2.1 2.4 1.9 
Over-the-counter cleared0.4 0.5 0.3 0.3 
Credit derivatives
Over-the-counter5.7 5.6 8.9 7.5 
Total gross derivative assets/liabilities, before netting
Over-the-counter245.9 254.3 286.8 282.3 
Exchange-traded36.9 36.2 35.8 35.8 
Over-the-counter cleared5.0 4.0 73.0 72.6 
Less: Legally enforceable master netting agreements and cash collateral received/paid
Over-the-counter(212.1)(218.9)(243.8)(248.2)
Exchange-traded(35.4)(35.4)(33.5)(33.5)
Over-the-counter cleared(3.5)(3.5)(72.4)(72.0)
Derivative assets/liabilities, after netting36.8 36.7 45.9 37.0 
Other gross derivative assets/liabilities (2)
2.5 6.7 2.7 7.8 
Total derivative assets/liabilities39.3 43.4 48.6 44.8 
Less: Financial instruments collateral (3)
(15.5)(13.0)(18.5)(7.4)
Total net derivative assets/liabilities$23.8 $30.4 $30.1 $37.4 
(1)Over-the-counter derivatives include bilateral transactions between the Corporation and a particular counterparty. Over-the-counter 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.
The Corporation 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.
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. 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 credit default swaps (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 foreign 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.
105 Bank of America


operations determined to have functional currencies other than the U.S. dollar using forward 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 2023, 2022 and 2021.
Gains and Losses on Derivatives Designated as Fair Value Hedges
DerivativeHedged Item
(Dollars in millions)202320222021202320222021
Interest rate risk on long-term debt (1)
$3,594 $(26,654)$(7,018)$(3,652)$26,825 $6,838 
Interest rate and foreign currency risk (2)
(17)(120)(90)27 119 79 
Interest rate risk on available-for-sale securities (3)
(3,518)21,991 5,203 3,417 (22,280)(5,167)
Price risk on commodity inventory (4)
2 674 — (2)(674)— 
Total$61 $(4,109)$(1,905)$(210)$3,990 $1,750 
(1)Amounts are recorded in interest expense in the Consolidated Statement of Income.
(2)Represents cross-currency interest rate swaps related to available-for-sale debt securities and long-term debt. For 2023, 2022 and 2021, the derivative amount includes gains (losses) of $6 million, $0 and $0 in interest income, $13 million, $(37) million and $(73) million in interest expense, $(51) million, $(81) million and $0 in market making and similar activities, and $15 million, $(2) million and $(17) million in accumulated OCI, respectively. Line item totals are in the Consolidated Statement of Income and on the Consolidated Balance Sheet.
(3)Amounts are recorded in interest income in the Consolidated Statement of Income.
(4)Amounts are recorded in market making and similar activities 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 and Liabilities
December 31, 2023December 31, 2022
(Dollars in millions)Carrying Value
Cumulative
Fair Value
Adjustments (1)
Carrying Value
Cumulative
Fair Value
Adjustments (1)
Long-term debt (2)
$203,986 $(5,767)$187,402 $(21,372)
Available-for-sale debt securities (2, 3, 4)
134,077 (1,793)167,518 (18,190)
Trading account assets (5)
7,475 414 16,119 146 
(1)Increase (decrease) to carrying value.
(2)At December 31, 2023 and 2022, the cumulative fair value adjustments remaining on long-term debt and available-for-sale debt securities from discontinued hedging relationships resulted in a decrease of $10.5 billion and an increase of $137 million in the related liability and a decrease in the related asset of $5.6 billion and $4.9 billion, which are being amortized over the remaining contractual life of the de-designated hedged items.
(3)These amounts include the amortized cost of the financial assets in closed portfolios used to designate hedging relationships in which the hedged item is a stated layer that is expected to be remaining at the end of the hedging relationship (i.e. portfolio layer hedging relationship). At December 31, 2023 and 2022, the amortized cost of the closed portfolios used in these hedging relationships was $39.1 billion and $21.4 billion, of which $22.5 billion and $9.2 billion were designated in a portfolio layer hedging relationship. At December 31, 2023 and 2022, the cumulative adjustment associated with these hedging relationships was an increase of $48 million and a decrease of $451 million.
(4)Carrying value represents amortized cost.
(5)Represents hedging activities related to certain commodities inventory.
Cash Flow and Net Investment Hedges
The following table summarizes certain information related to cash flow hedges and net investment hedges for 2023, 2022 and 2021. Of the $8.0 billion after-tax net loss ($10.7 billion pretax) on derivatives in accumulated OCI at December 31, 2023, losses of $3.4 billion after-tax ($4.6 billion pretax) related to both open and terminated cash flow hedges are expected to be reclassified into earnings in the next 12 months. These net losses reclassified into earnings are expected to primarily decrease net interest income related to the respective hedged items. For open cash flow hedges, the maximum length of time over which forecasted transactions are hedged is approximately ten years. For terminated cash flow hedges, the time period over which the forecasted transactions will be
recognized in interest income is approximately five years, with the aggregated amount beyond this time period being insignificant.
On November 15, 2023, Bloomberg Index Services Limited announced the permanent cessation of the Bloomberg Short-Term Bank Yield Index (BSBY) and all its tenors effective after final publication on November 15, 2024. The Corporation determined that certain forecasted BSBY-indexed interest payments, which had been designated in cash flow hedges, were no longer expected to occur beyond November 15, 2024 as they will transition to a new reference rate. Accordingly, during the fourth quarter of 2023, the Corporation reclassified $2.0 billion of pretax loss from accumulated OCI into market making and similar activities for the amount related to these forecasted transactions.
Bank of America 106


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)202320222021202320222021
Cash flow hedges
Interest rate risk on variable-rate portfolios (1)
$1,995 $(13,492)$(2,686)$(3,176)$(338)$148 
Price risk on forecasted MBS purchases (1)
6 (129)(249)(2)11 26 
Price risk on certain compensation plans (2)
48 (88)93 25 29 55 
Total$2,049 $(13,709)$(2,842)$(3,153)$(298)$229 
Net investment hedges
Foreign exchange risk (3)
$(808)$1,710 $1,451 $143 $$23 
(1)Amounts reclassified from accumulated OCI are recorded in interest income and market making and similar activities in the Consolidated Statement of Income.
(2)Amounts reclassified from accumulated OCI are recorded in compensation and benefits 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 market making and similar activities were gains of $195 million and losses of $38 million and $123 million in 2023, 2022 and 2021, respectively.
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 table below presents gains (losses) on these derivatives for 2023, 2022 and 2021. These gains (losses) are largely offset by the income or expense recorded on the hedged item.
Gains and Losses on Other Risk Management Derivatives
(Dollars in millions)202320222021
Interest rate risk on mortgage activities (1, 2)
$16 $(326)$(18)
Credit risk on loans (2)
(70)(37)(25)
Interest rate and foreign currency risk on asset and liability management activities (3)
777 4,713 1,757 
Price risk on certain compensation plans (4)
584 (1,073)917 
(1)Includes hedges of interest rate risk on MSRs and IRLCs to originate mortgage loans that will be held for sale.
(2)Gains (losses) on these derivatives are recorded in other income.
(3)Gains (losses) on these derivatives are recorded in market making and similar activities. For 2023, includes $447 million of positive fair value adjustments related to the interest rate swaps that occurred after de-designation of BSBY hedges and prior to re-designation of the interest rate swaps into new hedges.
(4)Gains (losses) on these derivatives are recorded in compensation and benefits 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. At December 31, 2023 and 2022, the Corporation had transferred $4.1 billion and $4.8 billion of non-U.S. government-guaranteed mortgage-backed securities 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 $4.2 billion and $4.9 billion at the transfer dates. At December 31, 2023 and 2022, the fair value of the transferred securities was $4.1 billion and $4.7 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 market making and similar activities 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 market making and similar activities. For debt securities, revenue, with the exception of interest associated with the debt securities, is typically included in market making and similar activities. 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 market making and similar activities as part of the initial mark to fair value. For derivatives, the majority of revenue is included in market making and similar activities. In transactions where the Corporation acts as agent, which include exchange-traded futures and options, fees are recorded in other income.
The following table, 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 2023, 2022 and 2021. 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 following table is not presented on an FTE basis.
107 Bank of America


Sales and Trading Revenue
Market making and similar activitiesNet Interest
Income
Other (1)
Total
(Dollars in millions)2023
Interest rate risk$3,192 $366 $402 $3,960 
Foreign exchange risk1,800 149 87 2,036 
Equity risk6,628 (1,955)1,774 6,447 
Credit risk1,205 2,462 340 4,007 
Other risk (2)
602 (155)(67)380 
Total sales and trading revenue$13,427 $867 $2,536 $16,830 
2022
Interest rate risk$1,919 $1,619 $392 $3,930 
Foreign exchange risk1,981 46 (44)1,983 
Equity risk6,077 (1,288)1,757 6,546 
Credit risk592 2,228 177 2,997 
Other risk (2)
835 (171)15 679 
Total sales and trading revenue$11,404 $2,434 $2,297 $16,135 
2021
Interest rate risk$523 $1,794 $217 $2,534 
Foreign exchange risk1,505 (80)14 1,439 
Equity risk4,581 (5)1,834 6,410 
Credit risk1,390 1,684 556 3,630 
Other risk (2)
759 (128)124 755 
Total sales and trading revenue$8,758 $3,265 $2,745 $14,768 
(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 $2.0 billion, $2.0 billion and $1.9 billion in 2023, 2022 and 2021, respectively.
(2)Includes commodity risk.
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.
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, 2023 and 2022 are summarized in the following table.
Bank of America 108


Credit Derivative Instruments
Less than
One Year
One to
Three Years
Three to
Five Years
Over Five
Years
Total
December 31, 2023
(Dollars in millions)Carrying Value
Credit default swaps:     
Investment grade$ $11 $26 $20 $57 
Non-investment grade38 277 601 595 1,511 
Total38 288 627 615 1,568 
Total return swaps/options:     
Investment grade59    59 
Non-investment grade149 69 56 5 279 
Total208 69 56 5 338 
Total credit derivatives$246 $357 $683 $620 $1,906 
Credit-related notes:     
Investment grade$ $ $ $859 $859 
Non-investment grade 5 16 1,103 1,124 
Total credit-related notes$ $5 $16 $1,962 $1,983 
 Maximum Payout/Notional
Credit default swaps:     
Investment grade$33,750 $65,015 $83,313 $17,023 $199,101 
Non-investment grade18,061 32,155 33,934 5,827 89,977 
Total51,811 97,170 117,247 22,850 289,078 
Total return swaps/options:     
Investment grade40,515 1,503 1,561 23 43,602 
Non-investment grade20,694 1,414 1,907 988 25,003 
Total61,209 2,917 3,468 1,011 68,605 
Total credit derivatives$113,020 $100,087 $120,715 $23,861 $357,683 
December 31, 2022
Carrying Value
Credit default swaps:
Investment grade$$25 $133 $34 $194 
Non-investment grade120 516 870 697 2,203 
Total122 541 1,003 731 2,397 
Total return swaps/options:     
Investment grade55 336 — — 391 
Non-investment grade332 132 10 483 
Total387 345 132 10 874 
Total credit derivatives$509 $886 $1,135 $741 $3,271 
Credit-related notes:     
Investment grade$— $— $19 $1,017 $1,036 
Non-investment grade— 1,035 1,048 
Total credit-related notes$— $$25 $2,052 $2,084 
 Maximum Payout/Notional
Credit default swaps:
Investment grade$34,670 $66,170 $93,237 $18,677 $212,754 
Non-investment grade15,229 29,629 30,891 6,662 82,411 
Total49,899 95,799 124,128 25,339 295,165 
Total return swaps/options:     
Investment grade38,722 10,407 — — 49,129 
Non-investment grade32,764 500 2,054 897 36,215 
Total71,486 10,907 2,054 897 85,344 
Total credit derivatives$121,385 $106,706 $126,182 $26,236 $380,509 
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
The Corporation 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 nonfinancial 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
109 Bank of America


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 105, the Corporation enters into legally enforceable master netting agreements that reduce risk by permitting closeout and netting of transactions with the same counterparty upon the occurrence of certain events.
Certain 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, 2023 and 2022, the Corporation held cash and securities collateral of $104.1 billion and $101.3 billion and posted cash and securities collateral of $93.4 billion and $81.2 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, 2023, 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 $2.5 billion, including $1.1 billion for Bank of America, National Association (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, 2023 and 2022, the liability recorded for these derivative contracts was not significant.
The following table presents the amount of additional collateral that would have been contractually required by derivative contracts and other trading agreements at December 31, 2023 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. The table also presents derivative liabilities that would be subject to unilateral termination by counterparties upon downgrade of the Corporation's or certain subsidiaries’ long-term senior debt ratings.
Additional Collateral Required to be Posted and Derivative Liabilities Subject to Unilateral Termination Upon Downgrade
at December 31, 2023
(Dollars in millions)One
Incremental
 Notch
Second
Incremental
 Notch
Additional collateral required to be posted upon downgrade
Bank of America Corporation$134 $902 
Bank of America, N.A. and subsidiaries (1)
45 729 
Derivative liabilities subject to unilateral termination upon downgrade
Derivative liabilities$$36 
Collateral posted23 
(1)Included in Bank of America Corporation collateral requirements in this table.
Valuation Adjustments on Derivatives
The Corporation 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.
The table below presents credit valuation adjustment (CVA), DVA and FVA gains (losses) on derivatives (excluding the effect of any related hedge activities), which are recorded in market making and similar activities, for 2023, 2022 and 2021. 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 Gains (Losses) on Derivatives (1)
(Dollars in millions)202320222021
Derivative assets (CVA)$159 $(80)$208 
Derivative assets/liabilities (FVA)(33)125 (2)
Derivative liabilities (DVA)(207)194 
(1)At December 31, 2023, 2022 and 2021, cumulative CVA reduced the derivative assets balance by $359 million, $518 million and $438 million, cumulative FVA reduced the net derivative balance by $87 million, $54 million and $179 million, and cumulative DVA reduced the derivative liabilities balance by $299 million, $506 million and $312 million, respectively.
Bank of America 110


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, 2023 and 2022.
Debt 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, 2023December 31, 2022
Available-for-sale debt securities
Mortgage-backed securities:
Agency$39,195 $37 $(1,420)$37,812 $25,204 $$(1,767)$23,442 
Agency-collateralized mortgage obligations2,739 6 (201)2,544 2,452 — (231)2,221 
Commercial10,909 40 (514)10,435 6,894 28 (515)6,407 
Non-agency residential (1)
449 3 (70)382 461 15 (90)386 
Total mortgage-backed securities53,292 86 (2,205)51,173 35,011 48 (2,603)32,456 
U.S. Treasury and government agencies179,108 19 (1,461)177,666 160,773 18 (1,769)159,022 
Non-U.S. securities22,868 27 (20)22,875 13,455 (52)13,407 
Other taxable securities4,910 1 (76)4,835 4,728 (84)4,645 
Tax-exempt securities10,304 17 (221)10,100 11,518 19 (279)11,258 
Total available-for-sale debt securities270,482 150 (3,983)266,649 225,485 90 (4,787)220,788 
Other debt securities carried at fair value (2)
10,202 56 (55)10,203 8,986 376 (156)9,206 
Total debt securities carried at fair value280,684 206 (4,038)276,852 234,471 466 (4,943)229,994 
Held-to-maturity debt securities
Agency mortgage-backed securities465,456  (78,930)386,526 503,233 — (87,319)415,914 
U.S. Treasury and government agencies121,645  (17,963)103,682 121,597 — (20,259)101,338 
Other taxable securities7,490  (1,101)6,389 8,033 — (1,018)7,015 
Total held-to-maturity debt securities594,591  (97,994)496,597 632,863 — (108,596)524,267 
Total debt securities (3,4)
$875,275 $206 $(102,032)$773,449 $867,334 $466 $(113,539)$754,261 
(1)At both December 31, 2023 and 2022, the underlying collateral type included approximately 17 percent prime and 83 percent subprime.
(2)Primarily includes non-U.S. securities used to satisfy certain international regulatory requirements. Any changes in value are reported in market making and similar activities. For detail on the components, see Note 20 – Fair Value Measurements.
(3)Includes securities pledged as collateral of $204.9 billion and $104.5 billion at December 31, 2023 and 2022.
(4)The Corporation held debt securities from FNMA and FHLMC that each exceeded 10 percent of shareholders’ equity, with an amortized cost of $272.5 billion and $171.5 billion, and a fair value of $226.4 billion and $142.3 billion at December 31, 2023, and an amortized cost of $290.5 billion and $176.7 billion, and a fair value of $239.6 billion and $144.6 billion at December 31, 2022.
At December 31, 2023, the accumulated net unrealized loss on AFS debt securities, excluding the amount related to debt securities previously transferred to held to maturity, included in accumulated OCI was $2.8 billion, net of the related income tax benefit of $960 million. At December 31, 2023 and 2022, nonperforming AFS debt securities held by the Corporation were not significant.
At December 31, 2023 and 2022, $824.9 billion and $826.5 billion of AFS and HTM debt securities, which were predominantly U.S. agency and U.S. Treasury securities, have a zero credit loss assumption. For the same periods, the ECL on the remaining $40.2 billion and $31.8 billion of AFS and HTM debt securities were insignificant. For more information on the zero credit loss assumption, see Note 1 – Summary of Significant Accounting Principles.
At December 31, 2023 and 2022, the Corporation held equity securities at an aggregate fair value of $251 million and $581 million and other equity securities, as valued under the
measurement alternative, at a carrying value of $377 million and $340 million, both of which are included in other assets. At December 31, 2023 and 2022, the Corporation also held money market investments at a fair value of $1.2 billion and $868 million, which are included in time deposits placed and other short-term investments.
The gross realized gains and losses on sales of AFS debt securities for 2023, 2022 and 2021 are presented in the table below.
Gains and Losses on Sales of AFS Debt Securities
(Dollars in millions)202320222021
Gross gains$109 $1,251 $49 
Gross losses(514)(1,219)(27)
Net gains (losses) on sales of AFS debt securities$(405)$32 $22 
Income tax expense (benefit) attributable to realized net gains (losses) on sales of AFS debt securities$(101)$$
111 Bank of America


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, 2023 and 2022.
Total AFS Debt Securities in a Continuous Unrealized Loss Position
Less than Twelve MonthsTwelve Months or LongerTotal
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
Fair
Value
Gross
 Unrealized
 Losses
(Dollars in millions)December 31, 2023
Continuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:   
Agency$8,624 $(21)$20,776 $(1,399)$29,400 $(1,420)
Agency-collateralized mortgage obligations  1,701 (201)1,701 (201)
Commercial2,363 (27)4,588 (487)6,951 (514)
Non-agency residential  370 (70)370 (70)
Total mortgage-backed securities10,987 (48)27,435 (2,157)38,422 (2,205)
U.S. Treasury and government agencies14,907 (12)69,669 (1,449)84,576 (1,461)
Non-U.S. securities7,702 (8)1,524 (12)9,226 (20)
Other taxable securities3,269 (19)1,437 (57)4,706 (76)
Tax-exempt securities466 (5)2,106 (216)2,572 (221)
Total AFS debt securities in a continuous
   unrealized loss position
$37,331 $(92)$102,171 $(3,891)$139,502 $(3,983)
December 31, 2022
Continuously unrealized loss-positioned AFS debt securities
Mortgage-backed securities:
Agency$18,759 $(1,118)$4,437 $(649)$23,196 $(1,767)
Agency-collateralized mortgage obligations1,165 (96)1,022 (135)2,187 (231)
Commercial3,273 (150)2,258 (365)5,531 (515)
Non-agency residential264 (65)97 (25)361 (90)
Total mortgage-backed securities23,461 (1,429)7,814 (1,174)31,275 (2,603)
U.S. Treasury and government agencies36,730 (308)118,636 (1,461)155,366 (1,769)
Non-U.S. securities9,399 (34)756 (18)10,155 (52)
Other taxable securities2,036 (16)1,580 (68)3,616 (84)
Tax-exempt securities607 (28)2,849 (251)3,456 (279)
Total AFS debt securities in a continuous
   unrealized loss position
$72,233 $(1,815)$131,635 $(2,972)$203,868 $(4,787)

Bank of America 112


The remaining contractual maturity distribution and yields of the Corporation’s debt securities carried at fair value and HTM debt securities at December 31, 2023 are summarized in the table below. Actual duration and yields may differ as prepayments on the loans underlying the MBS 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$— — %$4.00 %$3.38 %$39,183 4.66 %$39,195 4.66 %
Agency-collateralized mortgage obligations— — — — — — 2,739 3.39 2,739 3.39 
Commercial— — 1,759 6.18 7,475 4.59 1,688 2.61 10,922 4.54 
Non-agency residential— — — — — — 732 10.48 732 10.48 
Total mortgage-backed securities— — 1,763 6.17 7,483 4.59 44,342 4.60 53,588 4.65 
U.S. Treasury and government agencies79,257 5.29 86,631 3.39 14,868 2.72 42 3.90 180,798 4.17 
Non-U.S. securities19,138 3.96 6,546 1.82 4,203 5.49 1,197 5.07 31,084 3.76 
Other taxable securities422 6.09 3,995 6.14 377 4.30 116 3.27 4,910 5.93 
Tax-exempt securities1,801 4.53 3,698 3.62 873 3.11 3,932 4.17 10,304 3.94 
Total amortized cost of debt securities carried at fair value$100,618 5.03 $102,633 3.45 $27,804 3.68 $49,629 4.57 $280,684 4.24 
Amortized cost of HTM debt securities
Agency mortgage-backed securities$— — %$— — %$12 2.67 %$465,444 2.12 %$465,456 2.12 %
U.S. Treasury and government agencies— — 4,563 1.80 117,082 1.38 — — 121,645 1.40 
Other taxable securities58 1.85 1,240 2.57 253 3.28 5,939 2.49 7,490 2.52 
Total amortized cost of HTM debt securities$58 1.85 $5,803 1.96 $117,347 1.38 $471,383 2.12 $594,591 1.97 
Debt securities carried at fair value          
Mortgage-backed securities:          
Agency$—  $ $ $37,800  $37,812  
Agency-collateralized mortgage obligations—  —  —  2,544  2,544  
Commercial 1,720  7,260  1,465  10,446  
Non-agency residential—   —  660  662  
Total mortgage-backed securities1,726 7,268 42,469 51,464 
U.S. Treasury and government agencies79,268 85,674 14,374 40 179,356 
Non-U.S. securities19,138  6,554  4,204  1,198  31,094  
Other taxable securities419  3,966  346  107  4,838  
Tax-exempt securities1,797  3,687  855  3,761  10,100  
Total debt securities carried at fair value$100,623  $101,607  $27,047  $47,575  $276,852  
Fair value of HTM debt securities
Agency mortgage-backed securities$— $— $11 $386,515 $386,526 
U.S. Treasury and government agencies— 4,279 99,403 — 103,682 
Other taxable securities57 1,177 194 4,961 6,389 
Total fair value of HTM debt securities$57 $5,456 $99,608 $391,476 $496,597 
(1)The weighted-average yield is computed based on a constant effective yield over the contractual life of each security. The yield considers the contractual coupon and the amortization of premiums and accretion of discounts, excluding the effect of related hedging derivatives.
113 Bank of America


NOTE 5Outstanding Loans and Leases and Allowance for Credit Losses
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, 2023 and 2022.
30-59 Days
 Past Due (1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due (1)
Total Past
Due 30 Days
or More
Total
 Current or
 Less Than
 30 Days
 Past Due (1)
Loans
 Accounted
 for Under
 the Fair
 Value
 Option
Total
Outstandings
(Dollars in millions)December 31, 2023
Consumer real estate      
Residential mortgage$1,177 $302 $829 $2,308 $226,095 $228,403 
Home equity90 38 161 289 25,238 25,527 
Credit card and other consumer
Credit card680 515 1,224 2,419 99,781 102,200 
Direct/Indirect consumer (2)
306 99 91 496 102,972 103,468 
Other consumer    124 124 
Total consumer2,253 954 2,305 5,512 454,210 459,722 
Consumer loans accounted for under the fair value option (3)
$243 243 
Total consumer loans and leases2,253 954 2,305 5,512 454,210 243 459,965 
Commercial
U.S. commercial477 96 225 798 358,133 358,931 
Non-U.S. commercial86 21 64 171 124,410 124,581 
Commercial real estate (4)
247 133 505 885 71,993 72,878 
Commercial lease financing44 8 24 76 14,778 14,854 
U.S. small business commercial (5)
166 89 184 439 18,758 19,197 
Total commercial1,020 347 1,002 2,369 588,072 590,441 
Commercial loans accounted for under the fair value option (3)
3,326 3,326 
Total commercial loans and leases1,020 347 1,002 2,369 588,072 3,326 593,767 
Total loans and leases (6)
$3,273 $1,301 $3,307 $7,881 $1,042,282 $3,569 $1,053,732 
Percentage of outstandings0.31 %0.12 %0.32 %0.75 %98.91 %0.34 %100.00 %
(1)Consumer real estate loans 30-59 days past due includes fully-insured loans of $198 million and nonperforming loans of $150 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $77 million and nonperforming loans of $102 million. Consumer real estate loans 90 days or more past due includes fully-insured loans of $252 million and nonperforming loans of $738 million. Consumer real estate loans current or less than 30 days past due includes $1.6 billion, and direct/indirect consumer includes $39 million of nonperforming loans.
(2)Total outstandings primarily includes auto and specialty lending loans and leases of $53.9 billion, U.S. securities-based lending loans of $46.0 billion and non-U.S. consumer loans of $2.8 billion.
(3)Consumer loans accounted for under the fair value option includes residential mortgage loans of $66 million and home equity loans of $177 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.2 billion and non-U.S. commercial loans of $1.2 billion. For more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(4)Total outstandings includes U.S. commercial real estate loans of $66.8 billion and non-U.S. commercial real estate loans of $6.1 billion.
(5)Includes Paycheck Protection Program loans.
(6)Total outstandings includes loans and leases pledged as collateral of $33.7 billion. The Corporation also pledged $246.0 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank.
Bank of America 114


30-59 Days
Past Due
(1)
60-89 Days
 Past Due (1)
90 Days or
More
Past Due
(1)
Total Past
Due 30 Days
or More
Total
Current or
Less Than
30 Days
Past Due (1)
Loans
Accounted
for Under
the Fair
Value Option
Total Outstandings
(Dollars in millions)December 31, 2022
Consumer real estate      
Residential mortgage$1,077 $245 $945 $2,267 $227,403 $229,670 
Home equity88 32 211 331 26,232 26,563 
Credit card and other consumer     
Credit card466 322 717 1,505 91,916  93,421 
Direct/Indirect consumer (2)
204 59 45 308 105,928  106,236 
Other consumer — — — — 156  156 
Total consumer1,835 658 1,918 4,411 451,635 456,046 
Consumer loans accounted for under the fair value option (3)
$339 339 
Total consumer loans and leases1,835 658 1,918 4,411 451,635 339 456,385 
Commercial       
U.S. commercial827 288 330 1,445 357,036  358,481 
Non-U.S. commercial317 59 144 520 123,959  124,479 
Commercial real estate (4)
409 81 77 567 69,199  69,766 
Commercial lease financing49 11 69 13,575  13,644 
U.S. small business commercial (5)
107 63 356 526 17,034  17,560 
Total commercial1,709 500 918 3,127 580,803  583,930 
Commercial loans accounted for under the fair value option (3)
5,432 5,432 
Total commercial loans and leases1,709 500 918 3,127 580,803 5,432 589,362 
Total loans and leases (6)
$3,544 $1,158 $2,836 $7,538 $1,032,438 $5,771 $1,045,747 
Percentage of outstandings0.34 %0.11 %0.27 %0.72 %98.73 %0.55 %100.00 %
(1)Consumer real estate loans 30-59 days past due includes fully-insured loans of $184 million and nonperforming loans of $155 million. Consumer real estate loans 60-89 days past due includes fully-insured loans of $75 million and nonperforming loans of $88 million. Consumer real estate loans 90 days or more past due includes fully-insured loans of $368 million and nonperforming loans of $788 million. Consumer real estate loans current or less than 30 days past due includes $1.6 billion, and direct/indirect consumer includes $27 million of nonperforming loans.
(2)Total outstandings primarily includes auto and specialty lending loans and leases of $51.8 billion, U.S. securities-based lending loans of $50.4 billion and non-U.S. consumer loans of $3.0 billion.
(3)Consumer loans accounted for under the fair value option includes residential mortgage loans of $71 million and home equity loans of $268 million. Commercial loans accounted for under the fair value option includes U.S. commercial loans of $2.9 billion and non-U.S. commercial loans of $2.5 billion. For more information, see Note 20 – Fair Value Measurements and Note 21 – Fair Value Option.
(4)Total outstandings includes U.S. commercial real estate loans of $64.9 billion and non-U.S. commercial real estate loans of $4.8 billion.
(5)Includes Paycheck Protection Program loans.
(6)Total outstandings includes loans and leases pledged as collateral of $18.5 billion. The Corporation also pledged $163.6 billion of loans with no related outstanding borrowings to secure potential borrowing capacity with the Federal Reserve Bank and Federal Home Loan Bank.
The Corporation has entered into long-term credit protection agreements with FNMA and FHLMC on loans totaling $8.7 billion and $9.5 billion at December 31, 2023 and 2022, 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.
Nonperforming Loans and Leases
Commercial nonperforming loans increased to $2.8 billion at December 31, 2023 from $1.1 billion at December 31, 2022, driven by the commercial real estate property type. Consumer
nonperforming loans remained relatively unchanged at $2.7 billion at December 31, 2023.
The following table presents the Corporation’s nonperforming loans and leases and loans accruing past due 90 days or more at December 31, 2023 and 2022. 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.
115 Bank of America


Credit Quality
Nonperforming Loans
and Leases
Accruing Past Due
90 Days or More
December 31
(Dollars in millions)2023202220232022
Residential mortgage (1)
$2,114 $2,167 $252 $368 
With no related allowance (2)
1,974 1,973  — 
Home equity (1)
450 510  — 
With no related allowance (2)
375 393  — 
Credit Card                     n/a                    n/a1,224 717 
Direct/indirect consumer148 77 2 
Total consumer2,712 2,754 1,478 1,087 
U.S. commercial636 553 51 190 
Non-U.S. commercial175 212 4 25 
Commercial real estate1,927 271 32 46 
Commercial lease financing19 7 
U.S. small business commercial16 14 184 355 
Total commercial2,773 1,054 278 624 
Total nonperforming loans$5,485 $3,808 $1,756 $1,711 
Percentage of outstanding loans and leases0.52 %0.37 %0.17 %0.16 %
(1)Residential mortgage loans accruing past due 90 days or more are fully-insured loans. At December 31, 2023 and 2022 residential mortgage included $156 million and $260 million of loans on which interest had been curtailed by the FHA, and therefore were no longer accruing interest, although principal was still insured, and $96 million and $108 million of loans on which interest was still accruing.
(2)Primarily relates to loans for which the estimated fair value of the underlying collateral less any costs to sell is greater than the amortized cost of the loans as of the reporting date.
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 Fair Isaac Corporation (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.
The following tables present certain credit quality indicators and gross charge-offs for the Corporation's Consumer Real Estate, Credit Card and Other Consumer, and Commercial portfolio segments by year of origination, except for revolving loans and revolving loans that were modified into term loans, which are shown on an aggregate basis at December 31, 2023.
Bank of America 116


Residential Mortgage – Credit Quality Indicators By Vintage
Term Loans by Origination Year
(Dollars in millions)Total as of
December 31,
 2023
20232022202120202019Prior
Residential Mortgage
Refreshed LTV
   
Less than or equal to 90 percent$214,661 $15,224 $38,225 $76,229 $35,072 $17,432 $32,479 
Greater than 90 percent but less than or equal to 100 percent1,994 698 911 286 53 25 21 
Greater than 100 percent785 264 342 100 31 14 34 
Fully-insured loans10,963 540 350 3,415 2,834 847 2,977 
Total Residential Mortgage$228,403 $16,726 $39,828 $80,030 $37,990 $18,318 $35,511 
Residential Mortgage
Refreshed FICO score
Less than 620$2,335 $115 $471 $589 $402 $136 $622 
Greater than or equal to 620 and less than 6804,671 359 919 1,235 777 296 1,085 
Greater than or equal to 680 and less than 74023,357 1,934 4,652 6,988 3,742 1,836 4,205 
Greater than or equal to 740187,077 13,778 33,436 67,803 30,235 15,203 26,622 
Fully-insured loans10,963 540 350 3,415 2,834 847 2,977 
Total Residential Mortgage$228,403 $16,726 $39,828 $80,030 $37,990 $18,318 $35,511 
Gross charge-offs for the year ended December 31, 2023$67 $— $$12 $$$40 
Home Equity - Credit Quality Indicators
Total
Home Equity Loans and Reverse Mortgages (1)
Revolving LoansRevolving Loans Converted to Term Loans
(Dollars in millions)December 31, 2023
Home Equity
Refreshed LTV
   
Less than or equal to 90 percent$25,378 $1,051 $20,380 $3,947 
Greater than 90 percent but less than or equal to 100 percent61 17 35 9 
Greater than 100 percent88 35 36 17 
Total Home Equity$25,527 $1,103 $20,451 $3,973 
Home Equity
Refreshed FICO score
Less than 620$654 $123 $253 $278 
Greater than or equal to 620 and less than 6801,107 118 589 400 
Greater than or equal to 680 and less than 7404,340 240 3,156 944 
Greater than or equal to 74019,426 622 16,453 2,351 
Total Home Equity$25,527 $1,103 $20,451 $3,973 
Gross charge-offs for the year ended December 31, 2023$36 $4 $21 $11 
(1)Includes reverse mortgages of $763 million and home equity loans of $340 million, which are no longer originated.
Credit Card and Direct/Indirect Consumer – Credit Quality Indicators By Vintage
Direct/Indirect
Term Loans by Origination YearCredit Card
(Dollars in millions)Total Direct/
Indirect as of December 31,
2023
Revolving Loans20232022202120202019PriorTotal Credit Card as of December 31,
2023
Revolving Loans
Revolving Loans Converted to Term Loans (1)
Refreshed FICO score  
Less than 620$1,246 $11 $292 $428 $336 $85 $55 $39 $5,338 $5,030 $308 
Greater than or equal to 620 and less than 6802,506 11 937 799 501 121 73 64 11,623 11,345 278 
Greater than or equal to 680 and less than 7408,629 48 3,451 2,582 1,641 462 244 201 34,777 34,538 239 
Greater than or equal to 74041,656 74 16,761 11,802 7,643 2,707 1,417 1,252 50,462 50,410 52 
Other internal credit
   metrics (2,3)
49,431 48,764 106 183 110 53 57 158  — — 
Total credit card and other
   consumer
$103,468 $48,908 $21,547 $15,794 $10,231 $3,428 $1,846 $1,714 $102,200 $101,323 $877 
Gross charge-offs for the year
   ended December 31, 2023
$233 $$32 $95 $53 $15 $10 $23 $3,133 $3,013 $120 
(1)Represents loans that were modified into term loans.
(2)Other internal credit metrics may include delinquency status, geography or other factors.
(3)Direct/indirect consumer includes $48.8 billion of securities-based lending, which is typically supported by highly liquid collateral with market value greater than or equal to the outstanding loan balance and therefore has minimal credit risk at December 31, 2023.
117 Bank of America


Commercial – Credit Quality Indicators By Vintage (1)
Term Loans
Amortized Cost Basis by Origination Year
(Dollars in millions)Total as of
December 31,
2023
20232022202120202019PriorRevolving Loans
U.S. Commercial
Risk ratings    
Pass rated$347,563 $41,842 $43,290 $27,738 $13,495 $11,772 $29,923 $179,503 
Reservable criticized11,368 278 1,316 708 363 537 1,342 6,824 
Total U.S. Commercial$358,931 $42,120 $44,606 $28,446 $13,858 $12,309 $31,265 $186,327 
Gross charge-offs for the year ended
   December 31, 2023
$191 $$38 $29 $$$27 $86 
Non-U.S. Commercial
Risk ratings
Pass rated$122,931 $17,053 $15,810 $15,256 $2,405 $2,950 $5,485 $63,972 
Reservable criticized1,650 50 184 294 90 158 74 800 
Total Non-U.S. Commercial$124,581 $17,103 $15,994 $15,550 $2,495 $3,108 $5,559 $64,772 
Gross charge-offs for the year ended
   December 31, 2023
$37 $— $— $$$$— $21 
Commercial Real Estate
Risk ratings
Pass rated$64,150 $4,877 $16,147 $11,810 $4,026 $7,286 $10,127 $9,877 
Reservable criticized8,728 134 749 1,728 782 2,132 2,794 409 
Total Commercial Real Estate$72,878 $5,011 $16,896 $13,538 $4,808 $9,418 $12,921 $10,286 
Gross charge-offs for the year ended
   December 31, 2023
$254 $$— $$— $59 $189 $— 
Commercial Lease Financing
Risk ratings
Pass rated$14,688 $4,188 $3,077 $2,373 $1,349 $1,174 $2,527 $— 
Reservable criticized166 22 46 16 32 41 — 
Total Commercial Lease Financing$14,854 $4,197 $3,099 $2,419 $1,365 $1,206 $2,568 $— 
Gross charge-offs for the year ended
   December 31, 2023
$2 $— $— $$$— $— $— 
U.S. Small Business Commercial (2)
Risk ratings
Pass rated$9,031 $1,886 $1,830 $1,550 $836 $721 $1,780 $428 
Reservable criticized384 64 95 40 63 113 
Total U.S. Small Business Commercial$9,415 $1,892 $1,894 $1,645 $876 $784 $1,893 $431 
Gross charge-offs for the year ended
   December 31, 2023
$43 $$$$19 $$$12 
Total$580,659 $70,323 $82,489 $61,598 $23,402 $26,825 $54,206 $261,816 
Gross charge-offs for the year ended
   December 31, 2023
$527 $$40 $44 $31 $65 $220 $119 
(1)Excludes $3.3 billion of loans accounted for under the fair value option at December 31, 2023.
(2)Excludes U.S. Small Business Card loans of $9.8 billion. Refreshed FICO scores for this portfolio are $530 million for less than 620; $1.1 billion for greater than or equal to 620 and less than 680; $2.7 billion for greater than or equal to 680 and less than 740; and $5.5 billion greater than or equal to 740. Excludes U.S. Small Business Card loans gross charge-offs of $317 million.

Bank of America 118


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 year of origination, except for revolving loans and revolving loans that were modified into term loans, which are shown on an aggregate basis at December 31, 2022.
Residential Mortgage – Credit Quality Indicators By Vintage
Term Loans by Origination Year
(Dollars in millions)Total as of
 December 31,
 2022
20222021202020192018Prior
Residential Mortgage
Refreshed LTV
Less than or equal to 90 percent$215,713 $39,625 $81,437 $37,228 $18,980 $5,734 $32,709 
Greater than 90 percent but less than or equal to 100 percent1,615 950 530 93 15 19 
Greater than 100 percent648 374 169 43 15 39 
Fully-insured loans11,694 580 3,667 3,102 949 156 3,240 
Total Residential Mortgage$229,670 $41,529 $85,803 $40,466 $19,959 $5,906 $36,007 
Residential Mortgage
Refreshed FICO score
Less than 620$2,156 $377 $518 $373 $124 $84 $680 
Greater than or equal to 620 and less than 6804,978 1,011 1,382 840 329 233 1,183 
Greater than or equal to 680 and less than 74025,444 5,411 8,290 4,369 2,187 830 4,357 
Greater than or equal to 740185,398 34,150 71,946 31,782 16,370 4,603 26,547 
Fully-insured loans11,694 580 3,667 3,102 949 156 3,240 
Total Residential Mortgage$229,670 $41,529 $85,803 $40,466 $19,959 $5,906 $36,007 
Gross charge-offs for the year ended December 31, 2022$161 $— $$$$$143 
Home Equity - Credit Quality Indicators
Total
Home Equity Loans and Reverse Mortgages (1)
Revolving LoansRevolving Loans Converted to Term Loans
(Dollars in millions)December 31, 2022
Home Equity
Refreshed LTV
Less than or equal to 90 percent$26,395 $1,304 $19,960 $5,131 
Greater than 90 percent but less than or equal to 100 percent62 20 24 18 
Greater than 100 percent106 37 35 34 
Total Home Equity$26,563 $1,361 $20,019 $5,183 
Home Equity
Refreshed FICO score
Less than 620$683 $166 $189 $328 
Greater than or equal to 620 and less than 6801,190 152 507 531 
Greater than or equal to 680 and less than 7404,321 312 2,747 1,262 
Greater than or equal to 74020,369 731 16,576 3,062 
Total Home Equity$26,563 $1,361 $20,019 $5,183 
Gross charge-offs for the year ended December 31, 2022$45 $$24 $16 
(1)Includes reverse mortgages of $937 million and home equity loans of $424 million, which are no longer originated.
119 Bank of America


Credit Card and Direct/Indirect Consumer – Credit Quality Indicators By Vintage
Direct/Indirect
Term Loans by Origination YearCredit Card
(Dollars in millions)Total Direct/Indirect as of December 31, 2022Revolving Loans20222021202020192018PriorTotal Credit Card as of December 31, 2022Revolving Loans
Revolving Loans Converted to Term Loans (1)
Refreshed FICO score
Less than 620$847 $12 $237 $301 $113 $84 $43 $57 $4,056 $3,866 $190 
Greater than or equal to 620 and less than 6802,521 12 1,108 816 269 150 69 97 10,994 10,805 189 
Greater than or equal to 680 and less than 7408,895 52 4,091 2,730 992 520 214 296 32,186 32,017 169 
Greater than or equal to 74039,679 83 16,663 11,392 5,630 2,992 1,236 1,683 46,185 46,142 43 
Other internal credit
   metrics (2, 3)
54,294 53,404 259 305 70 57 40 159 — — — 
Total credit card and other
   consumer
$106,236 $53,563 $22,358 $15,544 $7,074 $3,803 $1,602 $2,292 $93,421 $92,830 $591 
Gross charge-offs for the year
   ended December 31, 2022
$232 $$31 $79 $34 $27 $14 $40 $1,985 $1,909 $76 
(1)Represents TDRs that were modified into term loans.
(2)Other internal credit metrics may include delinquency status, geography or other factors.
(3)Direct/indirect consumer includes $53.4 billion of securities-based lending, which is typically supported by highly liquid collateral with market value greater than or equal to the outstanding loan balance and therefore has minimal credit risk at December 31, 2022.
Commercial – Credit Quality Indicators By Vintage (1)
Term Loans
Amortized Cost Basis by Origination Year
(Dollars in millions)Total as of December 31, 202220222021202020192018PriorRevolving Loans
U.S. Commercial
Risk ratings    
Pass rated$348,447 $61,200 $39,717 $18,609 $16,566 $8,749 $30,282 $173,324 
Reservable criticized10,034 278 794 697 884 1,202 856 5,323 
Total U.S. Commercial$358,481 $61,478 $40,511 $19,306 $17,450 $9,951 $31,138 $178,647 
Gross charge-offs for the year ended
   December 31, 2022
$151 $$24 $24 $$$13 $73 
Non-U.S. Commercial
Risk ratings
Pass rated$121,890 $24,839 $19,098 $5,183 $3,882 $2,423 $4,697 $61,768 
Reservable criticized2,589 45 395 331 325 98 475 920 
Total Non-U.S. Commercial$124,479 $24,884 $19,493 $5,514 $4,207 $2,521 $5,172 $62,688 
Gross charge-offs for the year ended
   December 31, 2022
$41 $— $$$— $37 $— $— 
Commercial Real Estate
Risk ratings
Pass rated$64,619 $15,290 $13,089 $5,756 $9,013 $4,384 $8,606 $8,481 
Reservable criticized5,147 11 837 545 1,501 1,151 1,017 85 
Total Commercial Real Estate$69,766 $15,301 $13,926 $6,301 $10,514 $5,535 $9,623 $8,566 
Gross charge-offs for the year ended
   December 31, 2022
$75 $— $— $$— $26 $43 $— 
Commercial Lease Financing
Risk ratings
Pass rated$13,404 $3,255 $2,757 $1,955 $1,578 $1,301 $2,558 $— 
Reservable criticized240 35 12 71 50 63 — 
Total Commercial Lease Financing$13,644 $3,264 $2,792 $1,967 $1,649 $1,351 $2,621 $— 
Gross charge-offs for the year ended
   December 31, 2022
$$— $$— $$— $— $— 
U.S. Small Business Commercial (2)
Risk ratings
Pass rated$8,726 $1,825 $1,953 $1,408 $864 $624 $1,925 $127 
Reservable criticized329 11 35 48 76 51 105 
Total U.S. Small Business Commercial$9,055 $1,836 $1,988 $1,456 $940 $675 $2,030 $130 
Gross charge-offs for the year ended
   December 31, 2022
$31 $— $$11 $$$$
 Total$575,425 $106,763 $78,710 $34,544 $34,760 $20,033 $50,584 $250,031 
Gross charge-offs for the year ended
   December 31, 2022
$306 $$32 $42 $17 $70 $62 $81 
(1) Excludes $5.4 billion of loans accounted for under the fair value option at December 31, 2022.
(2) Excludes U.S. Small Business Card loans of $8.5 billion. Refreshed FICO scores for this portfolio are $297 million for less than 620; $859 million for greater than or equal to 620 and less than 680; $2.4 billion for greater than or equal to 680 and less than 740; and $5.0 billion greater than or equal to 740. Excludes U.S. Small Business Card loans gross charge-offs of $172 million.
Bank of America 120


During 2023, commercial reservable criticized utilized exposure increased to $23.3 billion at December 31, 2023 from $19.3 billion (to 3.74 percent from 3.12 percent of total commercial reservable utilized exposure) at December 31, 2022, primarily driven by commercial real estate and U.S. commercial.
Loan Modifications to Borrowers in Financial Difficulty
As part of its credit risk management, the Corporation may modify a loan agreement with a borrower experiencing financial difficulties through a refinancing or restructuring of the borrower’s loan agreement (modification programs).
The Corporation uses various indicators to identify borrowers in financial difficulty. Generally, consumer loan borrowers that are delinquent and commercial loan borrowers that are currently nonperforming or are more-likely-than-not to become nonperforming in the next six months at the modification date are the primary criteria used to identify borrowers who are experiencing financial difficulty.
If a borrower is experiencing financial difficulty and their loan is modified, and they are current at the time of modification, the loan generally remains a performing loan as long as there is demonstrated performance prior to the modification and payment in full under the modified terms is expected. Otherwise, the loan is placed on nonaccrual status and reported as nonperforming, excluding fully-insured consumer real estate loans, until there is sustained repayment performance for a reasonable period.
Modifications that do not impact the contractual payment terms, such as covenant waivers, insignificant payment deferrals, and any modifications made to loans carried at fair value, LHFS and leases are classified as TDRsnot included in the disclosures.
Consumer Real Estate
The following modification programs are offered for consumer real estate loans to borrowers experiencing financial difficulties. These modifications represented 0.26 percent and 0.34 percent of outstanding residential mortgage and home equity loans at December 31, 2023.
Forbearance and Other Payment Plans: Forbearance plans generally consist of the Corporation suspending the borrower’s payments for a defined period with those payments then due at the conclusion of the forbearance period. The aging status of a loan is generally frozen when it enters into a forbearance plan. Alternatively, the Corporation may offer the borrower a payment plan, which allows the borrower to repay past due amounts through payments over a defined period. At December 31, 2023, the amortized cost of residential mortgage loans that were modified through these plans was $429 million. The amortized cost of home equity loans that were modified through these plans during the same periods was $57 million. The weighted-average duration of residential mortgage loan modifications was approximately 8 months for 2023. The weighted-average duration for home equity loan modifications was approximately 9 months. The total forborne payments for residential mortgage loan modifications was $19 million for 2023. For the same period, the total forborne payments for home equity modifications was $6 million. If a borrower is experiencing financial difficultiesunable to fulfill their obligations under the forbearance plans, they may be offered a trial or permanent modification.
Trial Modifications: Trial modification plans generally consist of the Corporation offering a borrower modified loan terms that
reduce their contractual payments temporarily over a three-to-four-month trial period. If the customer successfully makes the modified payments during the trial period and formally accepts the modified terms, the modified loan terms become permanent. At December 31, 2023, the amortized cost of residential mortgage loans entering trial modifications was $116 million. The amortized cost of home equity loans entering trial modifications during the same period was $34 million.
Permanent Modifications: Permanent modifications include borrowers that have completed a concession has been granted. Concessionstrial modification and have had their contractual payment terms permanently modified, as well as borrowers that proceed directly to a permanent modification without a trial period. In a permanent modification, the borrower’s payment terms are typically modified in more than one manner but generally include a term extension and an interest rate reduction. At times, the permanent modification may also include reductions in interest rates, capitalizationprincipal forgiveness and/or a deferral of past due principal and interest amounts principal and/or interest forbearance, payment extensions, principal and/or interest forgiveness, orto the end of the loan term. The combinations thereof. Prior to permanentlyutilized are based on 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 whichterms that give the borrower makes monthly payments underan improved ability to meet 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 of $306 million that have been discharged in Chapter 7 bankruptcy with no change in
repayment terms and not reaffirmed by the borrower were included in TDRs at December 31, 2021, of which $87 million were classified as nonperforming and $55 million were loans fully insured.
contractual obligations. At December 31, 20212023, the amortized cost of residential mortgage loans that were granted a permanent modification was $154 million. The amortized cost of home equity loans that were granted a permanent modification was $31 million. The term extensions granted for residential mortgage and 2020, remaininghome equity permanent modifications vary widely and can be up to 30 years, but are mostly in the range of 1 to 20 years for both residential mortgage and home equity loans. The weighted-average term extension of permanent modifications for residential mortgage loans was 9.9 years for 2023, while the weighted-average interest rate reduction was 1.41 percent. For the same period, the weighted-average term extension of permanent modifications for home equity loans was 17.7 years, while the weighted-average interest rate reduction was 2.74 percent. Principal forgiveness and payment deferrals were insignificant during 2023.
For consumer real estate borrowers in financial difficulty that received a forbearance, trial or permanent modification, there were no commitments to lend additional funds to debtors whose termsat December 31, 2023. Borrowers with a home equity line of credit that received a forbearance plan could have been modifiedall or a portion of their lines reinstated in the future if they cure their payment default and meet certain Bank conditions.
Chapter 7 Discharges: If a borrower’s consumer real estate TDRobligation is discharged in a Chapter 7 bankruptcy proceeding, the contractual payment terms of the loan are not modified, although they can no longer be enforced against the individual borrower. The Corporation’s ability to collect amounts due on the loan is limited to enforcement against the property through the foreclosure and sale of the collateral. The Corporation will only pursue foreclosure upon default by the borrower, and otherwise will recover pursuant to the loan terms or at the time of a sale. Residential mortgage and home equity loans that were not significant. granted a Chapter 7 discharge were insignificant for 2023.
The Corporation tracks the performance of modified loans to assess effectiveness of modification programs. Defaults of modified residential mortgage and home equity loans since January 1, 2023 totaled $287 million during 2023. The following table provides aging information as of December 31, 2023 for consumer real estate loans modified since January 1, 2023.
121 Bank of America


Consumer Real Estate - Payment Status of Modifications to Borrowers in Financial Difficulty (1)
Current30–89 Days
Past Due
90+ Days
Past Due
Total
(Dollars in millions)December 31, 2023
Residential mortgage$334 $101 $148 $583
Home equity58 5 25 88
Total$392 $106 $173 $671
(1)Excludes trial modifications and Chapter 7 discharges
Consumer real estate foreclosed properties totaled $101$83 million and $123$121 million at December 31, 20212023 and 2020.2022. The carrying value of consumer real estate loans, including fully-insured loans, for which formal foreclosure proceedings were in process at December 31, 20212023 and 20202022 was $1.1 billion$633 million and $1.2 billion.$871 million. During 20212023 and 2020,2022, the Corporation reclassified $64$106 million and $182$190 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 table below presents the December 31, 2021, 2020 and 2019 unpaid principal balance, carrying value, and average pre- and post-modification interest rates of consumer real estate loans that were modified in TDRs during 2021, 2020 and 2019. 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 2021, 2020 and 2019
Unpaid Principal BalanceCarrying
Value
Pre-Modification Interest Rate
Post-Modification Interest Rate (1)
(Dollars in millions)December 31, 2021
Residential mortgage$891 $788 3.48 %3.38 %
Home equity107 77 3.60 3.59 
Total$998 $865 3.49 3.41 
December 31, 2020
Residential mortgage$732 $646 3.66 %3.59 %
Home equity87 69 3.67 3.61 
Total$819 $715 3.66 3.59 
December 31, 2019
Residential mortgage$464 $377 4.19 %4.13 %
Home equity141 101 5.04 4.31 
Total$605 $478 4.39 4.17 
(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.


121 Bank of America


The table below presents the December 31, 2021, 2020 and 2019 carrying value for consumer real estate loans that were modified in a TDR during 2021, 2020 and 2019, by type of modification.
Consumer Real Estate – Modification Programs
TDRs Entered into During
(Dollars in millions)202120202019
Modifications under government programs$4 $13 $35 
Modifications under proprietary programs774 570 174 
Loans discharged in Chapter 7 bankruptcy (1)
33 53 68 
Trial modifications54 79 201 
Total modifications$865 $715 $478 
(1)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 2021, 2020 and 2019 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 3 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)202120202019
Modifications under government programs$4 $16 $26 
Modifications under proprietary programs128 51 88 
Loans discharged in Chapter 7 bankruptcy (1)
9 19 30 
Trial modifications (2)
19 54 57 
Total modifications$160 $140 $201 
(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
The Corporation seeks to assist customers who 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,loans are primarily modified by placing the customer on a fixed payment plan not exceeding 60with a significantly reduced fixed interest rate, with terms ranging from 6 months and cancelingto 72 months. As of December 31, 2023, substantially all payment plans provided to customers had a 60-month term. In certain circumstances, the customer’s available lineCorporation will forgive a portion of credit, all of which are considered TDRs.the outstanding balance if the borrower makes payments up to a set amount. The Corporation makes loan modifications directly with borrowers for debtloans held only by the Corporation (internal programs). Additionally, the Corporation makes loan modifications for borrowers working with as well as through 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.
The table below provides information on the Corporation’s Credit Card and Other Consumer TDR portfolio including the December 31, 2021, 2020 and 2019 unpaid principal balance, carrying value, and average pre- and post-modification interest rates2023 amortized cost of loans that were modified in TDRs during 2021, 2020 and 2019.
Credit Card and Other Consumer – TDRs Entered into During 2021, 2020 and 2019
 Unpaid Principal Balance
Carrying
Value
(1)
Pre-Modification Interest RatePost-Modification Interest Rate
(Dollars in millions)December 31, 2021
Credit card$237 $248 18.45 %4.09 %
Direct/Indirect consumer23 16 5.88 5.88 
Total$260 $264 17.68 4.20 
December 31, 2020
Credit card$269 $277 18.16 %5.63 %
Direct/Indirect consumer52 37 5.83 5.83 
Total$321 $314 16.70 5.65 
December 31, 2019
Credit card$340 $355 19.18 %5.35 %
Direct/Indirect consumer40 21 5.23 5.21 
Total$380 $376 18.42 5.34 
(1)Includes accrued interest and fees.

Bank of America 122


The table below presents the December 31, 2021, 2020 and 2019 carrying value for Credit Card and Other Consumer loans that were modified in a TDR during 2021, 2020 and 2019, by program type.
Credit Card and Other Consumer – TDRs by Program Type at December 31 (1)
(Dollars in millions)202120202019
Internal programs$214 $225 $247 
External programs44 73 108 
Other6 16 21 
Total$264 $314 $376 
(1) Includes accrued interest and fees.
Creditcredit card and other consumer loans are deemedthat were modified through these programs during 2023 was $598 million. The weighted-average interest rate reduction for the modifications was 19.02 percent, and principal forgiveness was $61 million during 2023.
The Corporation tracks the performance of modified loans to be in payment default during the quarter in which a borrower misses the secondassess effectiveness of 2 consecutive payments. Paymentmodification programs. During 2023, defaults are one of the factors considered when projecting future cash flows in the calculation of the allowance for loan and lease losses formodified credit card and other consumer. Based on historical experience,consumer loans since January 1, 2023 were insignificant. Of the Corporation estimates that 10$598 million in modified credit card and other consumer loans to borrowers experiencing financial difficulty as of December 31, 2023, $491 million were current, $59 million were 30-89 days past due, and $48 million were greater than 90 days past due. These modifications represented 0.29 percent of newoutstanding credit card TDRs and 18 percent of new direct/indirectother consumer TDRs may be in payment default within 12 months after modification.loans at December 31, 2023.
Commercial Loans
Modifications of loans to commercial borrowers that are experiencing financial difficulty are designed to reduce the Corporation’s loss exposure while providing the borrowerborrowers with an opportunity to work through financial difficulties, often to avoid foreclosure or bankruptcy. Each modification is unique, and reflects the borrower’s 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 actionsand is designed to benefit the borrower while mitigating the Corporation’s risk exposure. Commercial modifications are primarily term extensions and payment forbearances. Payment forbearances involve the Bank forbearing its contractual right to collect certain payments or payment in full (maturity forbearance) for a defined period of time. Reductions in interest rates are rare. Instead, the interest rates are typically increased, although the increased rateand principal forgiveness occur infrequently for commercial borrowers. Principal forgiveness may not represent a market rate of interest. Infrequently, concessions may also include principal forgivenessoccur in connection with foreclosure, short salesales or other settlement agreements, leading to termination or sale of the loan. The table below provides the ending amortized cost of commercial loans modified during 2023.

Commercial Loans - Modifications to Borrowers in Financial Difficulty
Term ExtensionForbearancesInterest Rate ReductionTotal
(Dollars in Millions)Year ended December 31, 2023
U.S. commercial$1,016$30$$1,046
Non-U.S. commercial13624$160
Commercial real estate1,656416$2,072
Total$2,808$446$24$3,278
Term extensions granted increased the weighted-average life of the impacted loans by 1.6 years during 2023. The deferral period for loan payments can vary, but are mostly in the range of 8 months to 24 months. The weighted-average interest rate reduction was 0.57 percent in 2023. Modifications of loans to troubled borrowers for Commercial Lease Financing and U.S. Small Business Commercial were not significant during 2023.
The Corporation tracks the performance of modified loans to assess effectiveness of modification programs. Defaults of Commercial loans modified in 2023 were $159 million. The following table provides aging information as of December 31, 2023 for commercial loans modified in 2023.
Bank of America 122


Commercial - Payment Status of Modified Loans to Borrowers in Financial Difficulty
Current30–89 Days
Past Due
90+ Days
Past Due
Total% of Total Class of Financing Receivable
(Dollars in millions)December 31, 2023
U.S. Commercial$1,015 $3 $28 $1,0460.29 %
Non-U.S. Commercial157 3  1600.13 
Commercial Real Estate1,608 122 342 2,0722.84 
Total$2,780 $128 $370 $3,2780.59 
For 2023, the Corporation had commitments to lend $1.2 billion to commercial borrowers experiencing financial difficulty whose loans were modified during the period.
Prior-period Troubled Debt Restructuring Disclosures
Prior to adopting the new accounting standard on loan modifications, the Corporation accounted for modifications of loans to borrowers experiencing financial difficulty as TDRs, when the modification resulted in a concession. The following discussion reflects loans that were considered TDRs prior to January 1, 2023. For more information on TDR accounting policies, see Note 1 – Summary of Significant Accounting Principles.

Consumer Real Estate
The table below presents the December 31, 2022 unpaid principal balance, carrying value, and average pre- and post-modification interest rates of consumer real estate loans that were modified in TDRs during 2022 and 2021. 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. 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.
At December 31, 2022, 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 – TDRs Entered into During 2022 and 2021
Unpaid Principal BalanceCarrying
Value
Pre-Modification Interest Rate
Post-Modification Interest Rate (1)
(Dollars in millions)December 31, 2022
Residential mortgage$1,144 $1,015 3.52 %3.40 %
Home equity238 191 4.61 4.65 
Total$1,382 $1,206 3.71 3.62 
December 31, 2021
Residential mortgage$891 $788 3.48 %3.38 %
Home equity107 77 3.60 3.59 
Total$998 $865 3.49 3.41 
(1) The post-modification interest rate reflects the timeinterest rate applicable only to permanently completed modifications, which exclude loans that are in a trial modification period.
The table below presents the December 31, 2022 and 2021 carrying value for consumer real estate loans that were modified in a TDR during 2022 and 2021, by type of restructuring,modification.
Consumer Real Estate – Modification Programs
TDRs Entered into During
(Dollars in millions)20222021
Modifications under government programs$$
Modifications under proprietary programs1,100 774 
Loans discharged in Chapter 7 bankruptcy (1)
14 33 
Trial modifications90 54 
Total modifications$1,206 $865 
(1) Includes loans discharged in Chapter 7 bankruptcy with no change in repayment terms that are classified as TDRs.
The table below presents the carrying value of consumer real estate loans that entered into payment default during 2022 and 2021 that were modified in a TDR during the 12 months preceding payment default. A payment default for consumer real estate TDRs is recognized when a borrower has missed three monthly payments (not necessarily consecutively) since modification.
Consumer Real Estate – TDRs Entering Payment Default that were Modified During the Preceding 12 Months
(Dollars in millions)20222021
Modifications under government programs$— $
Modifications under proprietary programs189 128 
Loans discharged in Chapter 7 bankruptcy (1)
Trial modifications (2)
25 19 
Total modifications$216 $160 
(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.
123 Bank of America


Credit Card and Other Consumer
The table below provides information on the Corporation’s Credit Card and Other Consumer TDR portfolio including December 31, 2022 and 2021 unpaid principal balance, carrying value, and average pre- and post-modification interest rates of loans that were modified in TDRs during 2022 and 2021.
Credit Card and Other Consumer – TDRs Entered into During 2022 and 2021
 Unpaid Principal Balance
Carrying
Value
(1)
Pre-Modification Interest RatePost-Modification Interest Rate
(Dollars in millions)December 31, 2022
Credit card$284 $293 22.34 %3.89 %
Direct/Indirect consumer5.51 5.50 
Total$290 $298 22.06 3.92 
December 31, 2021
Credit card$237 $248 18.45 %4.09 %
Direct/Indirect consumer23 16 5.88 5.88 
Total$260 $264 17.68 4.20 
(1) Includes accrued interest and fees.
The table below presents the December 31, 2022 and 2021 carrying value for Credit Card and Other Consumer loans that were modified in a TDR during 2022 and 2021 by program type.
Credit Card and Other Consumer – TDRs by Program Type (1)
(Dollars in millions)20222021
Internal programs$251 $214 
External programs44 44 
Other
Total$298 $264 
(1) Includes accrued interest and fees.
Credit card and other consumer loans are remeasured to reflect the impact, if any, on projected cash flows resulting from the modified terms. If a portion of the loan is deemed to be uncollectible,in payment default during the quarter in which a charge-off may be recorded atborrower misses the timesecond of restructuring. Alternatively, a charge-off may have already been recordedtwo consecutive payments. Payment defaults are one of the factors considered when projecting future cash flows in a previous period such that no charge-off is required at the timecalculation of modification.the allowance for loan and lease losses for credit card and other consumer.
Commercial Loans
During 2021,2022, the carrying value of the Corporation’s commercial loans that were modified as TDRs was $1.3$1.9 billion compared to $1.2$1.3 billion and $1.7 billion for 2020 and 2019.in 2021. At
December 31, 2022 and2021 2020 and 2019,, the Corporation had commitments to lend $283 million, $402$358 million and $445$283 million to commercial borrowers whose loans were classified as TDRs. The balance of commercial TDRs in payment default was $105 million and $262 million $218 million and $207 million at December 31, 2021, 20202022 and 2019.2021.
Loans Held-for-sale
The Corporation had LHFS of $15.6$6.0 billion and $9.2$6.9 billion at December 31, 20212023 and 2020.2022. Cash and non-cash proceeds from sales and paydowns of loans originally classified as LHFS were $16.3 billion, $32.0 billion and $43.6 billion $20.1 billionfor 2023, 2022 and $30.6 billion for 2021, 2020 and 2019, respectively. Cash used for originations and purchases of LHFS totaled $15.6 billion, $24.9 billion and $37.3 billion $19.7for 2023, 2022 and 2021, respectively.Also included were non-cash net transfers into LHFS of $632 million during 2023, $1.9 billion during 2022, primarily driven by the transfer of a $1.6 billion affinity card loan portfolio to held for sale that was sold in October 2022, and $28.9 billion for $808 million during 2021 2020 and 2019, respectively..

Accrued Interest Receivable
Accrued interest receivable for loans and leases and loans held-for-sale at December 31, 20212023 and 20202022 was $2.2$4.5 billion and $2.4$3.8 billion and is reported in customer and other receivables on the Consolidated Balance Sheet.
Outstanding credit card loan balances include unpaid principal, interest and fees. Credit card loans are not classified as nonperforming but 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. During 20212023 and 2020,2022, the Corporation reversed $446$584 million and $512$332 million of interest and fee income against the income statement line item in which it was originally recorded upon charge-off of the principal balance of the loan.loan.
For the outstanding residential mortgage, home equity, direct/indirect consumer and commercial loan balances classified as nonperforming during 20212023 and 2020,2022, interest and fee income reversed at the time the loans were classified as nonperforming was not significant. For more information on the Corporation's nonperforming loan policies, see Note 1 – Summary of Significant Accounting PrinciplesPrinciples..
123 Bank of America


Allowance for Credit Losses
On January 1, 2020, the Corporation adopted the new accounting standard that requires the measurement of the allowance for credit losses to be based on management’s best estimate of lifetime ECL inherent in the Corporation’s relevant financial assets. Upon adoption of the new accounting standard, the Corporation recorded a $3.3 billion, or 32 percent, increase in the allowance for credit losses on January 1, 2020, which was comprised of a net increase of $2.9 billion in the allowance for loan and lease losses and a $310 million increase in the reserve for unfunded lending commitments. The net increase in the allowance for loan and lease losses was primarily driven by a $3.1 billion increase in credit card as the Corporation now reserves for the life of these receivables. The increase in the reserve for unfunded lending commitments included $119 million in the consumer portfolio for the undrawn portion of HELOCs and $191 million in the commercial portfolio. For more information on the Corporation's credit loss accounting policies including the allowance for credit losses see Note 1 – Summary of Significant Accounting Principles.
The allowance for credit losses is estimated using quantitative and qualitative methods that consider a variety of factors, such as historical loss experience, the current credit quality of the portfolio and an economic outlook over the life of the loan. Qualitative reserves cover losses that are expected but, in the Corporation's assessment, may not be adequately reflected in the quantitative methods or the economic assumptions. The Corporation incorporates forward-looking information through the use of several macroeconomic scenarios in determining the
Bank of America 124


weighted economic outlook over the forecasted life of the assets. These scenarios include key macroeconomic variables such as gross domestic product, unemployment rate, real estate prices and corporate bond spreads. The scenarios that are chosen each quarter and the weighting given to each scenario depend on a variety of factors including recent economic events, leading economic indicators, internal and third-party economist views, and industry trends. For more information on the Corporation's credit loss accounting policies including the allowance for credit losses, see Note 1 – Summary of Significant Accounting Principles.
The December 31, 20212023 estimate for allowance for credit losses was based on various economic outlooks that includedscenarios, including a baseline scenario which is derived from consensus estimates, an adverse scenario reflecting an extended moderate recession, a downside scenario that assumed a significantly longer period until full economic recovery,reflecting persistent inflation and interest rates above the baseline scenario, a tail risk scenario similar to the severely adverse scenario used in stress testing a scenario to account for inflationary risk and higher interest rates and an upside scenario to considerthat considers the potential for improvement inabove the consensus outlooks.baseline scenario. The overall weighted economic outlook of the above scenarios has improved compared to the weighted economic outlook estimated as of December 31, 2022. The weighted economic outlook assumes that the U.S. average unemployment rate will be just above 5below five percent by the fourth quarter of 20222024 and slowly declines to just under 5 percent bywill remain near this level through the fourth quarter of 2023. Additionally, in
this2025. The weighted economic outlook assumes a mild recession in the first half of 2024 with U.S. real gross domestic product is forecasted to grow at 2.10.3 percent and 1.9at 1.4 percent year-over-year in the fourth quarters of 20222024 and 2023. For comparison, as of December 31, 2020, the weighted macroeconomic outlook for the U.S. average unemployment rate was forecasted at 6.6 percent, 5.5 percent and 5.0 percent in the fourth quarters of 2021, 2022 and 2023, respectively, and the weighted macroeconomic outlook for U.S. GDP was forecasted to grow at 2.5 percent, 2.4 percent and 2.1 percent year-over-year in the fourth quarters of 2021, 2022 and 2023, respectively. The allowance for credit losses considered the impact of enacted government stimulus measures and continued to factor in the uncertainty resulting from the unprecedented nature of the current public health crisis and risks that may prevent a full economic recovery.
While there has been improvement across the U.S. economy, the Corporation continues to factor into its allowance for credit losses an estimated impact from higher-risk segments that included leveraged loans and industries such as travel and entertainment, which have been adversely impacted by the effects of the pandemic.2025.
The allowance for credit losses increased $329 million from December 31, 2022 to $14.6 billion at December 31, 2021 was $13.82023, which included a $1.3 billion reserve increase related to the consumer portfolio and a $942 million reserve decrease related
to the commercial portfolio. The increase in the allowance reflected a reserve build in the Corporation’s consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by a reserve release in the Corporation’s commercial portfolio primarily driven by improved macroeconomic conditions applicable to the commercial portfolio. The allowance also includes the impact of $6.8 billion comparedthe accounting change to December 31, 2020. The decrease inremove the recognition and measurement guidance on TDRs, which reduced the allowance for credit losses was primarily driven by improvements in the macroeconomic outlook and credit quality.$243 million on January 1, 2023. The change in the allowance for credit losses was comprised of a net decreaseincrease of $6.4 billion$660 million in the allowance for loan and lease losses and a $422decrease of $331 million decrease in the reserve for unfunded lending commitments. The decrease in the allowance for credit losses was attributed to $342 million in the consumer real estate portfolio, $2.7 billion in the credit card and other consumer portfolio, and $3.8 billion in the commercial portfolio. Similarly, the provision for credit losses improved $15.9increased $1.9 billion to an expense of $4.4 billion in 2023 compared to an expense of $2.5 billion in 2022 and to a benefit of $4.6 billion in 2021 compared2021. The increase in provision for credit losses in 2023 was driven by the Corporation’s consumer portfolio primarily due to credit card loan growth and asset quality, partially offset by improved macroeconomic conditions that primarily benefited the Corporation’s commercial portfolio. The increase in the provision expense of $11.3 billion and $3.6 billionfor credit losses in 2020 and 2019. The benefit in 20212022 was primarily driven by improvements in theloan growth and a dampened macroeconomic outlook, and credit quality.partially offset by reduced COVID-19 pandemic uncertainties.
Outstanding loans and leases excluding loans accounted for under the fair value option increased $50.1$10.2 billion in 20212023 driven by commercialconsumer loans, which increased $60.4$3.7 billion excluding small business, primarily driven by Global Markets. Consumer loans increased $7.0 billion primarily driven by securities-based lending,credit card, partially offset by lower consumer real estate due to prepaymentsdeclines in a low rate environment.securities-based lending. Commercial loans increased $6.5 billion driven by broad-based growth.
The changes in the allowance for credit losses, including net charge-offs and provision for loan and lease losses, are detailed in the following table.
125Bank of America124


Consumer
Real Estate
Credit Card and
 Other Consumer
CommercialTotal
(Dollars in millions)2021
Allowance for loan and lease losses, January 1$858 $9,213 $8,731 $18,802 
Loans and leases charged off(78)(3,000)(719)(3,797)
Recoveries of loans and leases previously charged off225 1,006 323 1,554 
Net charge-offs147 (1,994)(396)(2,243)
Provision for loan and lease losses(449)(744)(2,980)(4,173)
Other1 1 (1)1 
Allowance for loan and lease losses, December 31557 6,476 5,354 12,387 
Reserve for unfunded lending commitments, January 1137  1,741 1,878 
Provision for unfunded lending commitments(41) (380)(421)
Other  (1)(1)
Reserve for unfunded lending commitments, December 3196  1,360 1,456 
Allowance for credit losses, December 31$653 $6,476 $6,714 $13,843 
2020
Allowance for loan and lease losses, January 1$440 $7,430 $4,488 $12,358 
Loans and leases charged off(98)(3,646)(1,675)(5,419)
Recoveries of loans and leases previously charged off201 891 206 1,298 
Net charge-offs103 (2,755)(1,469)(4,121)
Provision for loan and lease losses307 4,538 5,720 10,565 
Other— (8)— 
Allowance for loan and lease losses, December 31858 9,213 8,731 18,802 
Reserve for unfunded lending commitments, January 1119 — 1,004 1,123 
Provision for unfunded lending commitments18 — 737 755 
Reserve for unfunded lending commitments, December 31137 — 1,741 1,878 
Allowance for credit losses, December 31$995 $9,213 $10,472 $20,680 
2019
Allowance for loan and lease losses, January 1$928 $3,874 $4,799 $9,601 
Loans and leases charged off(522)(4,302)(822)(5,646)
Recoveries of loans and leases previously charged off927 911 160 1,998 
Net charge-offs405 (3,391)(662)(3,648)
Provision for loan and lease losses(680)3,512 742 3,574 
Other (1)
(107)(5)(111)
Allowance for loan and lease losses, December 31546 3,996 4,874 9,416 
Reserve for unfunded lending commitments, January 1— — 797 797 
Provision for unfunded lending commitments— — 16 16 
Reserve for unfunded lending commitments, December 31— — 813 813 
Allowance for credit losses, December 31$546 $3,996 $5,687 $10,229 
(1)Primarily represents write-offs of purchased credit-impaired loans in 2019.

Consumer
Real Estate
Credit Card and
 Other Consumer
CommercialTotal
(Dollars in millions)2023
Allowance for loan and lease losses, December 31$420 $6,817 $5,445 $12,682 
January 1, 2023 adoption of credit loss standard(67)(109)(67)(243)
Allowance for loan and lease losses, January 1$353 $6,708 $5,378 $12,439 
Loans and leases charged off(103)(3,870)(844)(4,817)
Recoveries of loans and leases previously charged off146 737 135 1,018 
Net charge-offs43 (3,133)(709)(3,799)
Provision for loan and lease losses(19)4,558 186 4,725 
Other9 1 (33)(23)
Allowance for loan and lease losses, December 31386 8,134 4,822 13,342 
Reserve for unfunded lending commitments, January 194  1,446 1,540 
Provision for unfunded lending commitments(12) (319)(331)
Reserve for unfunded lending commitments, December 3182  1,127 1,209 
Allowance for credit losses, December 31$468 $8,134 $5,949 $14,551 
2022
Allowance for loan and lease losses, January 1$557 $6,476 $5,354 $12,387 
Loans and leases charged off(206)(2,755)(478)(3,439)
Recoveries of loans and leases previously charged off224 882 161 1,267 
Net charge-offs18 (1,873)(317)(2,172)
Provision for loan and lease losses(164)2,215 409 2,460 
Other(1)(1)
Allowance for loan and lease losses, December 31420 6,817 5,445 12,682 
Reserve for unfunded lending commitments, January 196 — 1,360 1,456 
Provision for unfunded lending commitments(3)— 86 83 
Other— — 
Reserve for unfunded lending commitments, December 3194 — 1,446 1,540 
Allowance for credit losses, December 31$514 $6,817 $6,891 $14,222 
2021
Allowance for loan and lease losses, January 1$858 $9,213 $8,731 $18,802 
Loans and leases charged off(78)(3,000)(719)(3,797)
Recoveries of loans and leases previously charged off225 1,006 323 1,554 
Net charge-offs147 (1,994)(396)(2,243)
Provision for loan and lease losses(449)(744)(2,980)(4,173)
Other(1)
Allowance for loan and lease losses, December 31557 6,476 5,354 12,387 
Reserve for unfunded lending commitments, January 1137 — 1,741 1,878 
Provision for unfunded lending commitments(41)— (380)(421)
Other— — (1)(1)
Reserve for unfunded lending commitments, December 3196 — 1,360 1,456 
Allowance for credit losses, December 31$653 $6,476 $6,714 $13,843 
NOTE 6 Securitizations 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.
The tables in this Note present the assets and liabilities of consolidated and unconsolidated VIEs at December 31, 20212023 and 20202022 in situations where the Corporation has continuinga loan or security interest and involvement with transferred assets or if the Corporation otherwise has a variablean additional interest in the VIE. The tables also present the Corporation’s maximum loss exposure at December 31, 20212023 and 20202022 resulting from its
involvement with consolidated VIEs and unconsolidated VIEs in which the Corporation holds a variable interest.VIEs. 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.
The Corporation invests in ABS, CLOs and other similar investments issued by third-party VIEs with which it has no other form of involvement andother than a loan or debt security issued by the VIE. In addition, the Corporation also enters into certain commercial lending arrangements that may also incorporateutilize VIEs for activities secondary to the use of VIEs,lending arrangement, for example to hold collateral. The Corporation’s maximum loss exposure to these VIEs is the investment balances. These securities and loans are included in Note 4 – Securities or Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses.Losses In addition,and are not included in the Corporation has used VIEs in connection with its funding activities.following tables.
The Corporation did not provide financial support to consolidated or unconsolidated VIEs during 2023, 2022 and
Bank of America 126


2021 2020 and 2019 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 $968$989 million and $929$978 million at December 31, 20212023 and 2020.2022.
125 Bank of America


First-lien Mortgage Securitizations
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 residential mortgage-backed securities (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-
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 in Note 12 – Commitments and Contingencies, 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 2021, 20202023, 2022 and 2019.2021.
First-lien Mortgage SecuritizationsFirst-lien Mortgage Securitizations
First-lien Mortgage Securitizations
Residential Mortgage - AgencyCommercial Mortgage
First-lien Mortgage Securitizations
Residential Mortgage - Agency
Residential Mortgage - Agency
Residential Mortgage - Agency
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202120202019
Proceeds from loan sales (1)
Proceeds from loan sales (1)
$6,664 $15,823 $6,858 $10,874 $5,084 $8,661 
Gains on securitizations (2)
9 728 27 156 61 103 
Proceeds from loan sales (1)
Proceeds from loan sales (1)
Gains (losses) on securitizations (2)
Gains (losses) on securitizations (2)
Gains (losses) on securitizations (2)
Repurchases from securitization trusts (3)
Repurchases from securitization trusts (3)
Repurchases from securitization trusts (3)
Repurchases from securitization trusts (3)
756 436 881  — — 
(1)The Corporation transfers residential mortgage loans to securitizations sponsored primarily by the GSEs or GNMA in the normal course of business and primarily receives RMBSresidential mortgage-backed securities in exchange. Substantially all of these securities are classified as Level 2 within the fair value hierarchy and are typically sold shortly after receipt.
(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 $121$49 million, $160$41 million and $64$121 million net of hedges, during 2021, 20202023, 2022 and 2019,2021, 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.
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 $115.4$92.7 billion and $160.4$100.1 billion at December 31, 20212023 and 2020.2022. Servicing fee and ancillary fee income on serviced loans was $248 million, $274 million and $392 million $474 millionduring 2023, 2022 and $585 million during 2021, 2020 and 2019, respectively. Servicing advances on serviced loans, including loans serviced for others and loans held for investment, were $2.0$1.3 billion and $2.2$1.6 billion at December 31, 20212023 and 2020.2022. For more information on MSRs, see Note 20 – Fair Value Measurements.

Home Equity Loans
The Corporation retains interests, primarily senior securities, in home equity securitization trusts to which it transferred home equity loans. 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 preceding table. 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, performance of the loans, the amount of subsequent draws and the timing of related cash flows.
Mortgage and Home Equity Securitizations
During 2020,2023 and 2022, the Corporation completed the saledeconsolidated agency residential mortgage securitization trusts with total assets of $9.3 billion of consumer real estate loans through GNMA loan securitizations. As part of the securitizations, the Corporation retained $8.4 billion of MBS, which are classified as debt securities carried at fair value on the Consolidated Balance Sheet. Total gains on loan sales of $704$685 million were recordedand $784 million, with no significant deconsolidations in other income in the Consolidated Statement of Income.2021.
The following table summarizes select information related to first-lien mortgage and home equity securitization trusts in which the Corporation held a variable interest and had continuing involvement at December 31, 20212023 and 2020.2022.
127Bank of America126


First-lien Mortgage VIEs
Mortgage and Home Equity Securitizations
Mortgage and Home Equity Securitizations
Mortgage and Home Equity Securitizations
Residential Mortgage
Residential Mortgage 
Residential Mortgage
Residential Mortgage  
 Non-agency   Non-agency  
AgencyPrimeSubprimeAlt-ACommercial Mortgage AgencyPrime and Alt-ASubprime
Home Equity (3)
Commercial Mortgage
December 31 December 31
(Dollars in millions)(Dollars in millions)2021202020212020202120202021202020212020(Dollars in millions)2023202220232022202320222023202220232022
Unconsolidated VIEsUnconsolidated VIEs          Unconsolidated VIEs          
Maximum loss exposure (1)
Maximum loss exposure (1)
$11,600 $13,477 $121 $250 $908 $1,031 $14 $46 $1,445 $1,169 
On-balance sheet assetsOn-balance sheet assets          On-balance sheet assets          
Senior securities:Senior securities:          Senior securities:          
Trading account assetsTrading account assets$175 $152 $8 $$44 $$12 $12 $21 $60 
Debt securities carried at fair valueDebt securities carried at fair value5,009 7,588  103 537 676  33  — 
Held-to-maturity securitiesHeld-to-maturity securities6,416 5,737  —  —  — 1,157 925 
All other assetsAll other assets — 3 29 26 2 93 50 
Total retained positionsTotal retained positions$11,600 $13,477 $11 $111 $610 $710 $14 $46 $1,271 $1,035 
Principal balance outstanding (2)
Principal balance outstanding (2)
$93,142 $133,497 $4,710 $6,081 $6,179 $6,691 $13,627 $16,554 $85,540 $59,268 
Consolidated VIEsConsolidated VIEs          
Consolidated VIEs
Consolidated VIEs          
Maximum loss exposure (1)
Maximum loss exposure (1)
$1,644 $1,328 $49 $66 $ $53 $ $— $ $— 
On-balance sheet assetsOn-balance sheet assets          On-balance sheet assets          
Trading account assetsTrading account assets$1,644 $1,328 $ $350 $ $260 $ $— $ $— 
Loans and leases, net — 58 —  —  —  — 
Loans and leases
Allowance for loan and lease losses
All other assets
All other assets
All other assets
Total assetsTotal assets$1,644 $1,328 $58 $350 $ $260 $ $— $ $— 
Total liabilitiesTotal liabilities$ $— $9 $284 $ $207 $ $— $ $— 
Total liabilities
Total liabilities
(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 more information, see Note 12 – Commitments and Contingencies and Note 20 – Fair Value Measurements.
(2)Principal balance outstanding includes loans where the Corporation was the transferor to securitization VIEs with which it has continuing involvement, which may include servicing the loans.
(3)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 more information, see Note 12 – Commitments and Contingencies.
Other Asset-backed Securitizations
The table below summarizesfollowing paragraphs summarize select information related to home equity, credit card and other asset-backed VIEs in which the Corporation heldhad a variable interest at December 31, 20212023 and 2020.
Home Equity Loan, Credit Card and Other Asset-backed VIEs
 
Home Equity (1)
Credit Card (2)
Resecuritization TrustsMunicipal Bond Trusts
 December 31
(Dollars in millions)20212020202120202021202020212020
Unconsolidated VIEs      
Maximum loss exposure$152 $206 $ $— $6,089 $8,543 $4,094 $3,507 
On-balance sheet assets      
Securities (3):
      
Trading account assets$ $— $ $— $1,030 $948 $ $— 
Debt securities carried at fair value1  — 1,903 2,727  — 
Held-to-maturity securities —  — 3,156 4,868  — 
Total retained positions$1 $$ $— $6,089 $8,543 $ $— 
Total assets of VIEs$430 $609 $ $— $18,633 $17,250 $4,655 $4,042 
Consolidated VIEs      
Maximum loss exposure$45 $58 $10,279 $14,606 $680 $217 $210 $1,030 
On-balance sheet assets      
Trading account assets$ $— $ $— $686 $217 $122 $990 
Loans and leases140 218 14,434 21,310  —  — 
Allowance for loan and lease losses14 14 (970)(1,704) —  — 
All other assets3 70 1,289  — 88 40 
Total assets$157 $236 $13,534 $20,895 $686 $217 $210 $1,030 
On-balance sheet liabilities      
Short-term borrowings$ $— $ $— $ $— $196 $432 
Long-term debt113 178 3,248 6,273 6 —  — 
All other liabilities — 7 16  —  — 
Total liabilities$113 $178 $3,255 $6,289 $6 $— $196 $432 
(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 more information, see Note 12 – Commitments and Contingencies.
(2)At December 31, 2021 and 2020, loans and leases in the consolidated credit card trust included $4.3 billion and $7.6 billion of seller’s interest.
(3)The retained senior securities were valued using quoted market prices or observable market inputs (Level 2 of the fair value hierarchy).

127 Bank of America


Home Equity Loans
The Corporation retains interests, primarily senior securities, in home equity securitization trusts to which it transferred home equity loans. 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, performance of the loans, the amount of subsequent draws and the timing of related cash flows.2022.
Credit Card and Automobile Loan Securitizations
The Corporation securitizes originated and purchased credit card loans.and automobile loans as a source of financing. The loans are sold on a non-recourse basis to consolidated trusts. The securitizations are ongoing, whereas additional receivables will be funded into the trusts by either loan repayments or proceeds from securities issued to third parties, depending on the securitization structure. The Corporation’s continuing involvement with the securitization trusttrusts includes servicing the receivables retainingand holding various subordinated interests, including an undivided seller’s interest (seller’s interest) in the credit card receivables and holdingowning certain retained interests, including subordinate interestsinterests.
At December 31, 2023 and 2022, the carrying values of the receivables in accrued interestthe trusts totaled $16.6 billion and fees on$14.6 billion, which are included in loans and leases, and the securitized receivables and cash reserve accounts.
During 2021, 2020 and 2019, the Corporation issued newcarrying values of senior debt securities that were issued to third-party investors from the credit card securitization trust of $1.0 billion, $1.0trusts totaled $7.8 billion and $1.3$4.2 billion, respectively.which are included in long-term debt.
At December 31, 2021 and 2020, the Corporation held subordinate securities issued by the credit card securitization trust with a notional principal amount of $6.5 billion and $6.8 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 2021, 2020 and 2019, the credit card securitization trust issued $161 million, $161 million and $202 million, respectively, of these subordinate securities.
Resecuritization Trusts
The Corporation transfers securities, typically MBS, into resecuritization VIEs generally 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 $28.9$8.6 billion, $39.0$21.8 billion and $24.4$28.9 billion of securities during 2021, 20202023, 2022 and 2019,2021, respectively. Securities transferred into resecuritization VIEs were measured at fair value with changes in fair value recorded
in market making and similar activities prior to the resecuritization and, accordingly, no gain or loss on sale was recorded. Securities received from the resecuritization VIEs were recognized at their fair value of $2.4 billion, $2.4 billion and $2.2 billion $6.1 billionduring 2023, 2022 and $5.2 billion during 2021, 2020 and 2019, respectively. In 20212023, 2022 and 2019,2021, substantially all of the securities were classified as trading account assets. All of the securities received as resecuritization proceeds during 2020 were classified as trading account assets. Of the securities received as resecuritization proceeds during 2020, $2.4 billion, $2.1 billion and $1.7 billion were classified as trading account assets, debt securities carried at fair value and HTM securities, respectively. Substantially all of the trading account securities carried at fair value were categorized as Level 2 within the fair value hierarchy.
Customer VIEs
Customer VIEs include credit-linked, equity-linked and commodity-linked note VIEs, repackaging VIEs and asset acquisition 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 involvement in the VIE is limited to its loss exposure. The Corporation’s maximum loss exposure to consolidated and unconsolidated customer VIEs totaled $952 million and $914 million at December 31, 2023 and 2022, 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 VIEs.
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 $4.1$1.7 billion and $3.5$2.5 billion at December 31, 20212023 and 2020.2022. The weighted-average remaining life of bonds held in the trusts at December 31, 2021 was 6.3 years. There were no significant write-downs or downgrades of assets or issuers during 2021, 2020 and 2019.
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, 2021 and 2020.
Other VIEs
ConsolidatedUnconsolidatedTotalConsolidatedUnconsolidatedTotal
(Dollars in millions)December 31, 2021December 31, 2020
Maximum loss exposure$4,819 $27,790 $32,609 $4,106 $23,870 $27,976 
On-balance sheet assets      
Trading account assets$2,552 $626 $3,178 $2,080 $623 $2,703 
Debt securities carried at fair value 7 7 — 
Loans and leases2,503 47 2,550 2,108 184 2,292 
Allowance for loan and lease losses(2)(12)(14)(3)(3)(6)
All other assets28 26,628 26,656 54 22,553 22,607 
Total$5,081 $27,296 $32,377 $4,239 $23,366 $27,605 
On-balance sheet liabilities      
Short-term borrowings$51 $ $51 $22 $— $22 
Long-term debt211  211 111 — 111 
All other liabilities 6,548 6,548 — 5,658 5,658 
Total$262 $6,548 $6,810 $133 $5,658 $5,791 
Total assets of VIEs$5,081 $92,249 $97,330 $4,239 $77,984 $82,223 

Bank of America 128


Customer VIEs
Customer VIEs include credit-linked, equity-linked and commodity-linked note VIEs, repackaging VIEs and asset acquisition VIEs, which are typically created on behalflife 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 VIEs totaled $2.9 billion and $2.3 billionbonds held in the trusts at December 31, 20212023 was 12.2 years. There were no significant write-downs or downgrades of assets or issuers during 2023, 2022 and 2020, 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 VIEs.2021.
Collateralized Debt Obligation VIEs
The Corporation receives fees for structuring CDO VIEs, which hold diversified pools of fixed-income securities, typically corporate debt or ABS, which the CDO VIEs 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’sCorporation maximum loss exposure to consolidated and unconsolidated CDOs totaled $235$80 million and $298$197 million at December 31, 20212023 and 2020.2022.
Investment VIEs
The Corporation sponsors, invests in or provides financing, which may be in connection with the sale of assets, to a variety of investment VIEs 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, 20212023 and 2020,2022, the Corporation’s consolidated investment VIEs had total assets of $1.0 billion$472 million and $494 $854
million. The Corporation also held investments in unconsolidated VIEs with total assets of $7.1$18.4 billion and $5.4$14.8 billion at December 31, 20212023 and 2020.2022. The Corporation’s maximum loss exposure associated with both consolidated and unconsolidated investment VIEs totaled $2.0$2.6 billion and $1.5$3.0 billion at December 31, 20212023 and 20202022 comprised primarily of on-balance sheet assets less non-recourse liabilities.
Leveraged Lease Trusts
The Corporation’s net investment in consolidated leveraged lease trusts totaled $1.5$1.1 billion and $1.7$1.2 billion at December 31, 20212023 and 2020.2022. 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.
The table below summarizes the maximum loss exposure and assets held by the Corporation that related to other asset-backed VIEs at December 31, 2023 and 2022.
Other Asset-backed VIEs
 
Credit Card and Automobile (1)
Resecuritization Trusts and Customer VIEsMunicipal Bond Trusts
and CDOs
Investment VIEs and Leveraged Lease Trusts
 December 31
(Dollars in millions)20232022202320222023202220232022
Unconsolidated VIEs    
Maximum loss exposure$ $— $4,494 $4,940 $1,787 $2,734 $2,197 $2,235 
On-balance sheet assets    
Securities (2):
    
Trading account assets$ $— $626 $456 $23 $183 $469 $455 
Debt securities carried at fair value — 920 1,259  — 4 
Held-to-maturity securities — 2,237 2,528  —  — 
Loans and leases —  —   90 90 
Allowance for loan and lease losses —  —  — (12)(12)
All other assets — 711 697 7 18 1,168 1,230 
Total retained positions$ $— $4,494 $4,940 $30 $201 $1,719 $1,768 
Total assets of VIEs$ $— $15,862 $13,385 $9,279 $13,595 $18,398 $14,771 
Consolidated VIEs    
Maximum loss exposure$8,127 $9,555 $1,240 $768 $3,136 $— $1,596 $2,069 
On-balance sheet assets    
Trading account assets$ $— $1,798 $1,002 $3,084 $— $1 $
Debt securities carried at fair value —  — 52 —  — 
Loans and leases16,640 14,555  —  — 1,605 2,086 
Allowance for loan and lease losses(832)(808) —  — (1)(1)
All other assets163 68 38 20  — 15 26 
Total assets$15,971 $13,815 $1,836 $1,022 $3,136 $— $1,620 $2,112 
On-balance sheet liabilities    
Short-term borrowings$ $— $ $— $2,934 $— $23 $42 
Long-term debt7,825 4,247 596 254  — 1 
All other liabilities19 13  —  —  — 
Total liabilities$7,844 $4,260 $596 $254 $2,934 $— $24 $43 
(1)At December 31, 2023 and 2022, loans and leases in the consolidated credit card trust included $3.2 billion and $3.3 billion of seller’s interest.
(2)The retained senior securities were valued using quoted market prices or observable market inputs (Level 2 of the fair value hierarchy).
Tax Credit VIEs
The Corporation holds equity investments in unconsolidated limited partnerships and similar entities that construct, own and operate affordable housing, windrenewable energy and solarcertain other projects. The total assets of these unconsolidated tax credit VIEs were $84.1 billion and $74.8 billion as of December 31, 2023 and 2022. An unrelated third party is typically the general partner or managing
member and has control over the significant activities of the VIE. As an investor, tax credits associated with the investments in these entities are allocated
to the Corporation, as provided by the U.S. Internal Revenue Code and related regulations, and are recognized as income tax benefits in the Corporation’s Consolidated Statement of Income in the year they are earned, which varies based on the type of investments. Tax credits from investments in affordable housing are recognized ratably over a term of up to 10 years, and tax credits from renewable energy investments are recognized either at inception for transactions electing Investment Tax Credits (ITCs) or as energy is produced for transactions electing Production Tax Credits (PTCs), which is generally up to a 10-year
129 Bank of America


time period. The volume and types of investments held by the Corporation earns a return primarily throughwill influence the receiptamount of tax credits allocated to the projects. recognized each period.
The maximum loss exposure includedCorporation’s equity investments in the Other VIEs table was $25.7affordable housing and other projects totaled $15.8 billion and $22.0$14.7 billion at December 31, 20212023 and 2020. 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,2022, which are reported in other assets on the Consolidated Balance Sheet, totaled $12.6 billion and $11.2 billion, includingincluded unfunded commitments to provide capital contributions of $5.8$7.2 billion and $5.0$6.9 billion at December 31, 2021 and 2020. The unfunded commitmentsthat are expectedprobable to be paid over the next five years. During 2021, 2020 and 2019, the Corporation recognized tax credits and other tax benefits from investments in affordable housing partnerships of $1.3 billion, $1.2 billion and $1.0 billion and reported pretax losses in other income of $1.1 billion, $1.0 billion and $882 million, respectively. These tax credits are recognized as part of the Corporation’s annual effective tax rate used to determine tax expense in a given quarter. The Corporation may 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. During 2023, 2022 and 2021, the Corporation recognized tax credits and other tax benefits related to affordable housing and other tax credit equity investments of $1.9 billion, $1.5 billion and $1.3 billion, and reported pretax losses in other income of $1.5 billion, $1.2 billion and $1.1 billion. The Corporation’s equity investments in renewable energy totaled $14.2 billion and $13.9 billion at December 31, 2023 and 2022. In addition, the Corporation had unfunded capital contributions for renewable energy investments of $6.2 billion and $1.9 billion at December 31, 2023 and 2022, which are contingent on various conditions precedent to funding over the next two years. The Corporation’s risk of loss is generally mitigated by policies requiring the project to qualify for the expected tax credits prior to making its investment. During 2023, 2022 and 2021, the Corporation recognized tax credits and other tax benefits related to renewable energy equity investments of $4.0 billion, $2.9 billion and $3.1 billion and reported pretax losses in other income of $3.1 billion, $2.1 billion and $2.2 billion. The Corporation may also enter into power purchase agreements with renewable energy tax credit entities.
The table below summarizes select information related to unconsolidated tax credit VIEs in which the Corporation held a variable interest at December 31, 2023 and 2022.
Unconsolidated Tax Credit VIEs
December 31
(Dollars in millions)December 31, 2023December 31, 2022
Maximum loss exposure$30,040 $28,277 
On-balance sheet assets  
All other assets30,040 $28,277 
Total$30,040 $28,277 
On-balance sheet liabilities  
All other liabilities7,254 $6,907 
Total$7,254 $6,907 
Total assets of VIEs$84,148 $74,791 
NOTE 7 Goodwill and Intangible Assets
Goodwill
The table below presents goodwill balances by business segment at December 31, 20212023 and 2020.2022. The reporting units utilized for goodwill impairment testing are the operating segments or one level below.
Goodwill
December 31
(Dollars in millions)20212020
Consumer Banking$30,137 $30,123 
Global Wealth & Investment Management9,677 9,677 
Global Banking (1)
24,026 23,969 
Global Markets5,182 5,182 
Total goodwill$69,022 $68,951 
(1) Prior period has been revised to conform to current-period presentation.
Goodwill
December 31
(Dollars in millions)20232022
Consumer Banking$30,137 $30,137 
Global Wealth & Investment Management9,677 9,677 
Global Banking24,026 24,026 
Global Markets5,181 5,182 
Total goodwill$69,021 $69,022 
During 2021,2023, the Corporation completed its annual goodwill impairment test as of June 30, 20212023 using qualitative assessmentsa quantitative assessment 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 qualitativequantitative assessments, see Note 1 – Summary of Significant Accounting Principles.Principles.
Intangible Assets
At both December 31, 20212023 and 2020,2022, the net carrying value of intangible assets was $2.2$2.0 billion and $2.1 billion. At both December 31, 20212023 and 2020,2022, intangible assets included $1.6 billion of intangible assets associated with trade names, substantially all of which had an indefinite life and, accordingly, are not being amortized. Amortization of intangibles expense was $78 million for both 2023 and 2022 and $76 million $95 million and $112 million for 2021, 2020 and 2019.
129 Bank of America
2021.


NOTE 8 Leases
The Corporation enters into both lessor and lessee arrangements. For more information on lease accounting, see Note 1 – Summary of Significant Accounting Principles and on lease financing receivables, see Note 5 – Outstanding Loans and Leases and Allowance for Credit Losses.
Lessor Arrangements
The Corporation’s lessor arrangements primarily consist of operating, sales-type and direct financing leases for equipment. Lease agreements may include options to renew and for the lessee to purchase the leased equipment at the end of the lease term.
The table below presents the net investment in sales-type and direct financing leases at December 31, 20212023 and 2020.2022.
Net Investment (1)
Net Investment (1)
Net Investment (1)
Net Investment (1)
December 31
December 31
December 31
(Dollars in millions)
(Dollars in millions)
December 31
(Dollars in millions)(Dollars in millions)20212020
Lease receivablesLease receivables$16,806 $17,627 
Lease receivables
Lease receivables
Unguaranteed residuals
Unguaranteed residuals
Unguaranteed residualsUnguaranteed residuals2,078 2,303 
Total net investment in sales-type and direct
financing leases
Total net investment in sales-type and direct
financing leases
$18,884 $19,930 
Total net investment in sales-type and direct
financing leases
Total net investment in sales-type and direct
financing leases
(1)In certain cases, the Corporation obtains third-party residual value insurance to reduce its residual asset risk. The carrying value of residual assets with third-party residual value insurance for at least a portion of the asset value was $7.1$6.8 billion and $6.9$6.5 billion at December 31, 20212023 and 2020.2022.
The table below presents lease income at December 31, 2021for 2023, 2022 and 2020.2021.
Lease IncomeLease Income
Lease Income
Lease Income
(Dollars in millions)
(Dollars in millions)
December 31
(Dollars in millions)(Dollars in millions)20212020202320222021
Sales-type and direct financing leasesSales-type and direct financing leases$613 $707 
Operating leasesOperating leases930 931 
Total lease income Total lease income$1,543 $1,638 
Lessee Arrangements
The Corporation's lessee arrangements predominantly consist of operating leases for premises and equipment; the Corporation's financing leases are not significant.
Lease terms may contain renewal and extension options and early termination features. Generally, these options do not impact the lease term because the Corporation is not reasonably certain that it will exercise the options.

Bank of America 130


The following table below provides information on the right-of-use assets, lease liabilities and weighted-average discount rates and lease terms at December 31, 20212023 and 2020.
2022.
Lessee Arrangements
December 31
(Dollars in millions)20212020
Right-of-use asset$10,233 $10,000 
Lease liabilities10,858 10,474 
Weighted-average discount rate used to calculate present value of future minimum lease payments2.91 %3.38 %
Weighted-average lease term (in years)9.08.4
Lease Cost and Supplemental Information:
Operating lease cost$2,025 $2,149 
Variable lease cost (1)
462 474 
   Total lease cost (2)
$2,487 $2,623 
Right-of-use assets obtained in exchange for
new operating lease liabilities (3)
$1,713 $851 
Operating cash flows from operating
    leases (4)
1,964 2,039 
Supplemental Information for Lessee Arrangements
December 31
(Dollars in millions)20232022
Right-of-use assets$9,150 $9,755 
Lease liabilities9,782 10,359 
Weighted-average discount rate
  used to calculate present
  value of future minimum lease
  payments
3.51 %3.25 %
Weighted-average lease term
  (in years)
8.28.6
Right-of-use assets obtained in
  exchange for new operating
  lease liabilities (1)
$430 $824 
202320222021
Operating cash flows from
  operating leases (2)
$1,975 $1,986 $1,964 
Lease Cost and Supplemental
  Information:
Operating lease cost$1,981 $2,008 $2,025 
Variable lease cost (3)
460 464 462 
   Total lease cost (4)
$2,441 $2,472 $2,487 
(1)Primarily consists of payments for common area maintenance and property taxes.
(2)Amounts are recorded in occupancy and equipment expense in the Consolidated Statement of Income.
(3)Represents non-cash activity and, accordingly, is not reflected in the Consolidated Statement of Cash Flows.
(4)(2)Represents cash paid for amounts included in the measurements of lease liabilities.
(3)Primarily consists of payments for common area maintenance and property taxes.
(4)Amounts are recorded in occupancy and equipment expense in the Consolidated Statement of Income.

Maturity Analysis
The maturities of lessor and lessee arrangements outstanding at December 31, 20212023 are presented in the table below based on undiscounted cash flows.
Maturities of Lessor and Lessee Arrangements
Lessor
Lessee (1)
Operating
Leases
Sales-type and
Direct Financing
Leases (2)
Operating
Leases
(Dollars in millions)December 31, 2021
2022$848 $5,208 $1,917 
2023742 4,617 1,716 
2024591 3,888 1,550 
2025412 1,318 1,309 
2026296 1,634 1,153 
Thereafter696 1,358 4,758 
Total undiscounted
cash flows
$3,585 18,023 12,403 
Less: Net present
value adjustment
1,217 1,545 
Total (3)
$16,806 $10,858 
Maturities of Lessor and Lessee Arrangements
Lessor
Lessee (1)
Operating
Leases
Sales-type and
Direct Financing
Leases (2)
Operating
Leases
(Dollars in millions)December 31, 2023
2024$838 $5,248 $1,947 
2025647 4,137 1,734 
2026504 4,397 1,515 
2027393 1,588 1,308 
2028319 1,382 1,027 
Thereafter533 1,688 11,307 
Total undiscounted
cash flows
$3,234 18,440 18,838 
Less: Net present
value adjustment
1,875 9,056 
Total (3)
$16,565 $9,782 
(1)Excludes $179$98 million in commitments under lessee arrangements that have not yet commenced with lease terms that will begin in 2022.2024.
(2)Includes $10.9$11.3 billion in commercial lease financing receivables and $5.9$5.3 billion in direct/indirect consumer lease financing receivables.
(3)Represents lease receivables for lessor arrangements and lease liabilities for lessee arrangements.
Bank of America 130


NOTE 9 Deposits
The scheduled contractual maturities for total time deposits at December 31, 20212023 are presented in the table below.
Contractual Maturities of Total Time Deposits
Contractual Maturities of Total Time Deposits
Contractual Maturities of Total Time DepositsContractual Maturities of Total Time Deposits
(Dollars in millions)(Dollars in millions)U.S.Non-U.S.Total
Due in 2022$34,555 $9,193 $43,748 
Due in 20231,934 75 2,009 
(Dollars in millions)
(Dollars in millions)U.S.Non-U.S.Total
Due in 2024
Due in 2024
Due in 2024Due in 2024350 355 
Due in 2025Due in 2025230 11 241 
Due in 2026Due in 2026120 1,361 1,481 
Due in 2027
Due in 2028
ThereafterThereafter248 29 277 
Total time depositsTotal time deposits$37,437 $10,674 $48,111 
At December 31, 20212023 and 2020,2022, the Corporation had aggregate U.S. time deposits of $9.4$105.0 billion and $10.7$12.8 billion and non-U.S. time deposits of $10.6$12.6 billion and $11.8$9.0 billion in denominations that met or exceeded insurance limits.
131 Bank of America


NOTE 10 Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash
The Corporation enters into securities financing agreements which include securities borrowed or purchased under agreements to accommodate customersresell and securities loaned or sold under agreements to repurchase. These financing agreements (also referred to as “matched-book transactions”), are to accommodate customers, obtain securities to cover short positions and finance inventory positions. 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.
Offsetting of Securities Financing Agreements
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, 20212023 and 2020.2022. 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
Securities Financing Agreements
Securities Financing Agreements
Gross Assets/Liabilities (1)
Amounts OffsetNet Balance Sheet Amount
Financial Instruments (2)
Net Assets/Liabilities
Gross Assets/Liabilities (1)
Gross Assets/Liabilities (1)
Gross Assets/Liabilities (1)
Amounts OffsetNet Balance Sheet Amount
Financial Instruments (2)
Net Assets/Liabilities
(Dollars in millions)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Securities borrowed or purchased under agreements to resell (3)
Securities borrowed or purchased under agreements to resell (3)
$527,054 $(276,334)$250,720 $(229,525)$21,195 
Securities loaned or sold under agreements to repurchaseSecurities loaned or sold under agreements to repurchase$468,663 $(276,334)$192,329 $(181,860)$10,469 
Securities loaned or sold under agreements to repurchase
Securities loaned or sold under agreements to repurchase
Other (4)
Other (4)
11,391  11,391 (11,391) 
TotalTotal$480,054 $(276,334)$203,720 $(193,251)$10,469 
December 31, 2020
December 31, 2022
December 31, 2022
December 31, 2022
Securities borrowed or purchased under agreements to resell (3)
Securities borrowed or purchased under agreements to resell (3)
$492,387 $(188,329)$304,058 $(272,351)$31,707 
Securities loaned or sold under agreements to repurchaseSecurities loaned or sold under agreements to repurchase$358,652 $(188,329)$170,323 $(158,867)$11,456 
Securities loaned or sold under agreements to repurchase
Securities loaned or sold under agreements to repurchase
Other (4)
Other (4)
16,210 — 16,210 (16,210)— 
TotalTotal$374,862 $(188,329)$186,533 $(175,077)$11,456 
(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 $20.1 billion and $14.7$8.7 billion reported in loans and leases on the Consolidated Balance Sheet atfor both December 31, 20212023 and 2020.2022.
(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.
131 Bank of America


Remaining Contractual Maturity
Remaining Contractual Maturity
Remaining Contractual Maturity
Overnight and Continuous
Overnight and Continuous30 Days or LessAfter 30 Days Through 90 Days
Greater than
90 Days (1)
Total
Overnight and Continuous
Overnight and Continuous30 Days or LessAfter 30 Days Through 90 Days
Greater than
90 Days (1)
Total
(Dollars in millions)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase$148,023 $194,964 $36,939 $36,501 $416,427 
Securities loanedSecurities loaned46,231 466 1,428 4,111 52,236 
OtherOther11,391    11,391 
TotalTotal$205,645 $195,430 $38,367 $40,612 $480,054 
December 31, 2020
December 31, 2022
December 31, 2022
December 31, 2022
Securities sold under agreements to repurchaseSecurities sold under agreements to repurchase$158,400 $122,448 $32,149 $22,684 $335,681 
Securities loanedSecurities loaned19,140 271 1,029 2,531 22,971 
OtherOther16,210 — — — 16,210 
TotalTotal$193,750 $122,719 $33,178 $25,215 $374,862 
(1)No agreements have maturities greater than threefour years.
Class of Collateral Pledged
Securities Sold Under Agreements to RepurchaseSecurities
Loaned
OtherTotal
(Dollars in millions)December 31, 2021
U.S. government and agency securities$201,546 $27 $ $201,573 
Corporate securities, trading loans and other12,838 3,440 1,148 17,426 
Equity securities19,907 48,650 10,192 78,749 
Non-U.S. sovereign debt178,019 119 51 178,189 
Mortgage trading loans and ABS4,117   4,117 
Total$416,427 $52,236 $11,391 $480,054 
December 31, 2020
U.S. government and agency securities$195,167 $$— $195,172 
Corporate securities, trading loans and other8,633 1,628 1,217 11,478 
Equity securities14,752 21,125 14,931 50,808 
Non-U.S. sovereign debt113,142 213 62 113,417 
Mortgage trading loans and ABS3,987 — — 3,987 
Total$335,681 $22,971 $16,210 $374,862 
Bank of America 132


Class of Collateral Pledged
Securities Sold Under Agreements to RepurchaseSecurities
Loaned
OtherTotal
(Dollars in millions)December 31, 2023
U.S. government and agency securities$352,950 $34 $38 $353,022 
Corporate securities, trading loans and other23,242 1,805 661 25,708 
Equity securities11,517 81,266 9,367 102,150 
Non-U.S. sovereign debt231,140 2  231,142 
Mortgage trading loans and ABS4,948   4,948 
Total$623,797 $83,107 $10,066 $716,970 
December 31, 2022
U.S. government and agency securities$193,005 $18 $— $193,023 
Corporate securities, trading loans and other14,345 2,896 317 17,558 
Equity securities10,249 69,432 8,110 87,791 
Non-U.S. sovereign debt232,171 70 — 232,241 
Mortgage trading loans and ABS3,722 — — 3,722 
Total$453,492 $72,416 $8,427 $534,335 
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 related to these agreements by sourcing funding from a diverse group of counterparties, providing a range of securities collateral and pursuing longer durations, when appropriate.
Short-term Bank NotesBorrowings
BankThe Corporation classifies borrowings with an original maturity of America, N.A. maintains a global program to offer up to a maximum of $75.0 billion outstanding at anyless than one time, of
bank notes with fixed or floating rates and maturities of at least seven days fromyear as short-term borrowings on the date of issue. Short-term bank notes outstanding under this program totaled $1.8 billion and $3.9 billion atConsolidated Balance Sheet. At December 31, 20212023 and 2020. These2022, the majority of short-term bank notes, along withborrowings consisted of Federal Home Loan Bank advances, which totaled $13.2 billion and $9.2 billion, and commercial paper, which totaled $13.1 billion and $9.9 billion.
Collateral
The Corporation accepts securities and loans as collateral that it is permitted by contract or practice to sell or repledge. At December 31, 2023 and 2022, the fair value of this collateral was $911.3 billion and $827.6 billion, of which $870.9 billion and $764.1 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 term federal funds purchased, are includedshort-term borrowings. This collateral, which in short-term borrowingssome 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. For more information on the collateral of derivatives, see Note 3 – Derivatives.
Restricted Cash
At December 31, 20212023 and 2020,2022, the Corporation held restricted cash included within cash and cash equivalents on the Consolidated Balance Sheet of $5.9$5.6 billion and $7.0$7.6 billion, predominantly related to cash segregated in compliance with securities regulations and cash held on deposit with central banks to meet reserve requirements.
133Bank of America132


NOTE 11 Long-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, 20212023 and 2020,2022, and the related contractual rates and maturity dates as of December 31, 2021.2023.
Weighted-average RateDecember 31
Weighted-average Rate
Weighted-average Rate
Weighted-average RateDecember 31
(Dollars in millions)(Dollars in millions)Weighted-average RateInterest RatesMaturity Dates20212020(Dollars in millions)Interest RatesMaturity Dates20232022
Notes issued by Bank of America Corporation (1)
Notes issued by Bank of America Corporation (1)
  
Notes issued by Bank of America Corporation (1)
  
Senior notes:Senior notes:  Senior notes:  
FixedFixed2.85%0.25 - 8.05%2022 - 2052$194,191 $174,385 
FloatingFloating0.640.02 - 4.882023 - 204418,753 16,788 
Senior structured notesSenior structured notes15,086 17,033 
Subordinated notes:Subordinated notes:
FixedFixed4.882.94 - 8.572024 - 204522,311 23,337 
Fixed
Fixed
FloatingFloating2.180.82 - 2.482026 - 20362,371 799 
Junior subordinated notes:Junior subordinated notes:
Fixed
Fixed
FixedFixed6.716.45 - 8.052027 - 2066741 738 
FloatingFloating0.970.9720561 
Total notes issued by Bank of America CorporationTotal notes issued by Bank of America Corporation253,454 233,081 
Notes issued by Bank of America, N.A.Notes issued by Bank of America, N.A.  Notes issued by Bank of America, N.A.  
Senior notes:Senior notes:  Senior notes:  
FixedFixed3.343.342023501 511 
FloatingFloating0.260.20 - 0.332022 - 20233,173 2,323 
Subordinated notesSubordinated notes6.006.0020361,780 1,883 
Advances from Federal Home Loan Banks:Advances from Federal Home Loan Banks:
FixedFixed1.540.01 - 7.722022 - 2034290 599 
Fixed
Fixed
Securitizations and other BANA VIEs (2)
Securitizations and other BANA VIEs (2)
Securitizations and other BANA VIEs (2)
Securitizations and other BANA VIEs (2)
3,338 6,296 
OtherOther680 683 
Total notes issued by Bank of America, N.A.Total notes issued by Bank of America, N.A.9,762 12,295 
Other debtOther debt  Other debt  
Structured liabilities (3)
Structured liabilities (3)
16,599 16,792 
Nonbank VIEs (2)
Nonbank VIEs (2)
249 757 
OtherOther53 
Total notes issued by nonbank and other entitiesTotal notes issued by nonbank and other entities16,901 17,558 
Total long-term debtTotal long-term debt$280,117 $262,934 
(1)Includes total loss-absorbing capacity compliant debt.
(2)Represents liabilities of consolidated VIEs included in total long-term debt on the Consolidated Balance Sheet. Long-term debt of VIEs is collateralized by the assets of the VIEs. At December 31, 2021,2023, amount includes debt predominantly from credit card securitizationand automobile securitizations and other VIEs of $3.2$7.8 billion and $211$204 million. For more information, see Note 6 – Securitizations and Other Variable Interest Entities.
(3)Includes debt outstanding of $5.4$10.0 billion and $4.8$8.0 billion at December 31, 20212023 and 20202022 that was issued by BofA Finance LLC, a consolidated finance subsidiary of Bank of America Corporation, the parent company, and is fully and unconditionally guaranteed by the parent company.

During 2021,2023, the Corporation issued $76.7$62.0 billion of long-term debt consisting of $56.2$24.0 billion of notes issued by Bank of America Corporation, $8.0$25.1 billion of notes issued by Bank of America, N.A. and $12.5$12.9 billion of other debt. During 2020,2022, the Corporation issued $56.9$66.0 billion of long-term debt consisting of $43.8$44.2 billion of notes issued by Bank of America Corporation, $4.8$10.0 billion of notes issued by Bank of America, N.A. and $8.3$11.8 billion of other debt.
During 2021,2023, the Corporation had total long-term debt maturities and redemptions in the aggregate of $46.4$42.7 billion consisting of $24.4$25.3 billion for Bank of America Corporation, $10.4$10.5 billion for Bank of America, N.A. and $11.6$6.9 billion of other debt. During 2020,2022, the Corporation had total long-term debt maturities and redemptions in the aggregate of $47.1$33.3 billion consisting of $22.6$19.8 billion for Bank of America Corporation, $11.5$9.9 billion for Bank of America, N.A. and $13.0$3.6 billion of other debt.
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, 20212023 and 2020,2022, the amount of foreign currency-denominated debt translated into U.S. dollars included in total long-term debt was $53.1$49.8 billion and $54.6$46.7 billion. Foreign currency contracts may be used to convert certain foreign currency-denominated debt into U.S. dollars.
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 2.833.70 percent, 3.083.55 percent and 0.755.21 percent, respectively, at December 31, 2021,2023, and 3.023.27 percent, 3.293.23 percent and 0.714.14 percent, respectively, at December 31, 2020.2022. 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 caused by interest rate volatility. The Corporation’s goal is to manage interest rate sensitivity so that movements in interest rates do not have a significantly adverse effect on earnings and capital. The weighted-average rates are the contractual interest rates on the debt and do not reflect the impacts of derivative transactions.
The following table shows the carrying value for aggregate annual contractual maturities of long-term debt as of December 31, 2021.2023. 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.
133Bank of America134


Long-term Debt by Maturity
Long-term Debt by Maturity
Long-term Debt by Maturity
(Dollars in millions)(Dollars in millions)20222023202420252026ThereafterTotal
(Dollars in millions)
(Dollars in millions)20242025202620272028ThereafterTotal
Bank of America CorporationBank of America Corporation
Senior notes
Senior notes
Senior notesSenior notes$3,217 $23,326 $23,462 $21,534 $17,968 $123,437 $212,944 
Senior structured notesSenior structured notes1,937 572 396 398 819 10,964 15,086 
Subordinated notesSubordinated notes— — 3,283 5,379 5,171 10,849 24,682 
Junior subordinated notesJunior subordinated notes— — — — — 742 742 
Total Bank of America CorporationTotal Bank of America Corporation5,154 23,898 27,141 27,311 23,958 145,992 253,454 
Bank of America, N.A.Bank of America, N.A.
Senior notes
Senior notes
Senior notesSenior notes1,600 2,074 — — — — 3,674 
Subordinated notesSubordinated notes— — — — — 1,780 1,780 
Advances from Federal Home Loan BanksAdvances from Federal Home Loan Banks202 — 16 10 61 290 
Securitizations and other Bank VIEs (1)
Securitizations and other Bank VIEs (1)
1,259 988 1,000 — 90 3,338 
OtherOther102 386 32 143 10 680 
Total Bank of America, N.A.Total Bank of America, N.A.3,163 3,449 1,032 160 17 1,941 9,762 
Other debtOther debt
Structured LiabilitiesStructured Liabilities3,586 2,823 1,996 668 1,621 5,905 16,599 
Structured Liabilities
Structured Liabilities
Nonbank VIEs (1)
Nonbank VIEs (1)
51 — — — 196 249 
OtherOther— — — — — 53 53 
Total other debtTotal other debt3,588 2,874 1,996 668 1,621 6,154 16,901 
Total long-term debtTotal long-term debt$11,905 $30,221 $30,169 $28,139 $25,596 $154,087 $280,117 
(1)     Represents liabilities of consolidated VIEs included in total long-term debt on the Consolidated Balance Sheet.
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$10.3 billion and $10.5$10.4 billion at December 31, 20212023 and 2020.2022. The carrying value of the Corporation’s credit extension commitments at December 31, 20212023 and 2020,2022, excluding commitments accounted for under
the fair value option, was $1.5$1.2 billion and $1.9$1.6 billion, which predominantly related to the reserve for unfunded lending commitments. 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 following table includes the notional amount of commitments of $4.8$2.6 billion and $4.0$3.0 billion at December 31, 20212023 and 20202022 that are accounted for under the fair value option. However, the table excludes the cumulative net fair value for these commitments of $97$67 million and $99$110 million at December 31, 20212023 and 2020,2022, 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.
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Credit Extension CommitmentsCredit Extension Commitments
Credit Extension Commitments
Credit Extension Commitments
Expire in One
Year or Less
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
Expire in One
Year or Less
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)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Notional amount of credit extension commitmentsNotional amount of credit extension commitments     Notional amount of credit extension commitments  
Loan commitments (1)
Loan commitments (1)
$102,464 $190,687 $174,978 $26,635 $494,764 
Home equity lines of creditHome equity lines of credit890 5,097 10,268 24,276 40,531 
Standby letters of credit and financial guarantees (2)
Standby letters of credit and financial guarantees (2)
22,359 10,742 2,017 422 35,540 
Letters of creditLetters of credit1,145 124 56 98 1,423 
Other commitments (3)
Other commitments (3)
18 59 81 1,233 1,391 
Legally binding commitmentsLegally binding commitments126,876 206,709 187,400 52,664 573,649 
Credit card lines (4)
Credit card lines (4)
406,169    406,169 
Total credit extension commitmentsTotal credit extension commitments$533,045 $206,709 $187,400 $52,664 $979,818 
December 31, 2020
December 31, 2022
Notional amount of credit extension commitmentsNotional amount of credit extension commitments     Notional amount of credit extension commitments  
Loan commitments (1)
Loan commitments (1)
$109,406 $171,887 $139,508 $16,091 $436,892 
Home equity lines of creditHome equity lines of credit710 2,992 8,738 29,892 42,332 
Standby letters of credit and financial guarantees (2)
Standby letters of credit and financial guarantees (2)
19,962 12,038 2,397 1,257 35,654 
Letters of creditLetters of credit886 197 25 27 1,135 
Other commitments (3)
Other commitments (3)
22 132 125 1,219 1,498 
Legally binding commitmentsLegally binding commitments130,986 187,246 150,793 48,486 517,511 
Credit card lines (4)
Credit card lines (4)
384,955 — — — 384,955 
Total credit extension commitmentsTotal credit extension commitments$515,941 $187,246 $150,793 $48,486 $902,466 
(1)     At December 31, 20212023 and 2020, $4.62022, $3.1 billion and $4.8$2.6 billion of these loan commitments were held in the form of a security.
(2) 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 $26.3$23.6 billion and $8.7$9.7 billion at December 31, 2021,2023, and $25.0$25.1 billion and $10.2$9.5 billion at December 31, 2020.2022. Amounts in the table include consumer SBLCs of $512$744 million and $500$575 million at December 31, 20212023 and 2020.2022.
(3)     Primarily includes second-loss positions on lease-end residual value guarantees.
(4)     Includes business card unused lines of credit.
Other Commitments
At December 31, 20212023 and 2020,2022, the Corporation had commitments to purchase loans (e.g., residential mortgage and commercial real estate) of $181$822 million and $93$636 million, which upon settlement will be included in trading account assets, loans or LHFS, and commitments to purchase commercial loans of $518$420 million and $645$294 million, which upon settlement will be included in trading account assets.
At December 31, 20212023 and 2020, the Corporation had commitments to purchase commodities, primarily liquefied natural gas, of $949 million and $582 million, which upon settlement will be included in trading account assets.
At December 31, 2021 and 2020,2022, the Corporation had commitments to enter into resale and forward-dated resale and securities borrowing agreements of $92.0$117.0 billion and $66.5$92.0 billion, and commitments to enter into forward-dated repurchase and securities lending agreements of $32.6$63.0 billion and $32.1$57.8 billion. TheseA significant portion of these commitments generallywill expire within the next 12 months.
At December 31, 20212023 and 2020,2022, the Corporation had a commitment to originate or purchase up to $4.0 billion and $3.9$3.7 billion on a rolling 12-month basis, of auto loans and leases from a strategic partner. This commitment extends through November 2026 and can be terminated with 12 months prior notice.
At December 31, 20212023 and 2020,2022, the Corporation had unfunded equity investment commitments of $395$477 million and $213$571 million.
As a Federal Reserve member bank, the Corporation is required to subscribe to a certain amount of shares issued by its Federal Reserve district bank, which pays cumulative dividends at a prescribed rate. At both December 31, 2023 and 2022, the Corporation paid $5.4 billion for half of its subscribed shares, with the remaining half subject to call by the Federal Reserve district bank board, which the Corporation believes is remote.

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, 20212023 and
2020, 2022, the notional amount of these guarantees totaled $6.3$3.8 billion and $7.1$4.3 billion. At December 31, 20212023 and 2020,2022, the Corporation’s maximum exposure related to these guarantees totaled $928$577 million and $1.1 billion,$632 million, with estimated maturity dates between 2033 and 2039.2037.
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
Prior to July 1, 2020, a significant portion of the Corporation's merchant processing activity was performed by a joint venture in which the Corporation held a 49 percent ownership interest. Effective July 1, 2020, the Corporation received its share of the joint venture's merchant contracts and began performing merchant processing services for these merchants.

135Bank of America136


Merchant Services
The Corporation in its role as merchant acquirer or as a sponsor of other merchant acquirers may be held liable for any reversed charges that cannot be collected from the merchants due to, among other things, merchant fraud or insolvency. If charges are properly reversed after a purchase and cannot be collected from either the merchants or merchant acquirers, the Corporation may be held liable for these reversed charges. The ability to reverse a charge is primarily governed by the applicable regulatorypayment network rules and card network rules,regulations, which include, but are not limited to, the type of charge, type of payment used and time limits. The total amount of transactions subject to reversal under payment network rules and regulations processed for the preceding six-month period, which was $476.2approximately $395 billion, is an estimate of the Corporation’s maximum potential exposure as of December 31, 2021.2023. The Corporation’s risk in this area primarily relates to circumstances where a cardholder has purchased goods or services for future delivery. The Corporation mitigates this risk by requiring cash deposits, guarantees, letters of credit or other types of collateral from certain merchants. The Corporation’s reserves for contingent losses, and the losses incurred related to the merchant processing activity were not significant. The Corporation continues to monitor its exposure in this area due to the potential economic impacts of the pandemic.
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 Corporation 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.
Fixed Income Clearing Corporation Sponsored Member Repo Program
The Corporation acts as a sponsoring member in a repo program whereby the Corporation clears certain eligible resale and repurchase agreements through the Government Securities Division of the Fixed Income Clearing Corporation on behalf of clients that are sponsored members in accordance with the Fixed Income Clearing Corporation’s rules. As part of this program, the Corporation guarantees the payment and
performance of its sponsored members to the Fixed Income Clearing Corporation. The Corporation’s guarantee obligation is secured by a security interest in cash or high-quality securities collateral placed by clients with the clearinghouse and therefore, the potential for the Corporation to incur significant losses under this arrangement is remote. The Corporation’s maximum potential exposure, without taking into consideration the related collateral, was $42.0$132.5 billion and $22.5$59.6 billion at December 31, 20212023 and 2020.2022.
Other Guarantees
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.
Guarantees of Certain Long-term Debt
The Corporation, as the parent company, fully and unconditionally guarantees the securities issued by BofA Finance LLC, a consolidated finance subsidiary of the Corporation, and effectively provides for the full and unconditional guarantee of trust securities and capital securities issued by certain statutory trust companies that are 100 percent owned finance subsidiaries of the Corporation.
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.
The notional amount of unresolved repurchase claims at December 31, 20212023 and 20202022 was $8.4$5.4 billion and $8.5$5.5 billion. These balances included $2.8 billion and $2.9$2.2 billion at both December 31, 20212023 and 20202022 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.
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During 2021,2023, the Corporation received $49$254 million in new repurchase claims that were not time-barred. During 2021, $1412023, $269 million in claims were resolved.
Reserve and Related Provision
The reserve for representations and warranties obligations and corporate guarantees was $1.2 billion$604 million and $1.3 billion$612 million at December 31, 20212023 and 20202022 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, is based on its experience in previous negotiations, and is subject to judgment, a variety of assumptions and known or unknown uncertainties. 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 to the Corporation's financial condition and liquidity. See Litigation and Regulatory Matters below for the Corporation's combined range of possible loss in excess of the reserve for representations and warranties and the accrued liability for litigation.
Other Contingencies
On November 16, 2023, the Federal Deposit Insurance Corporation (FDIC) issued its final rule to impose a special assessment to recover the loss to the Deposit Insurance Fund (DIF) resulting from the closure of Silicon Valley Bank and Signature Bank. The special assessment is based on uninsured deposits as of December 31, 2022, adjusted to exclude the first $5 billion. Accordingly, in the fourth quarter of 2023, the Corporation recorded noninterest expense of $2.1 billion in other general operating expenses for its estimated assessment amount. The FDIC will collect the special assessment over eight quarterly assessment periods. The special assessment is subject to change for any updates made by the FDIC to the estimated loss to the DIF, or if the assessments collected from insured depository institutions change due to amendments made to their uninsured deposits reported for the December 31, 2022 period. In the event of any such change resulting in an increased assessment, the Corporation could recognize further expense in future periods.
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 the eventual outcome of the pending matters, timing of the ultimate resolution of these matters, or eventual loss, fines or penalties related to each pending matter.
As a matter develops, the Corporation, in conjunction with any outside counsel handling the matter, evaluates whether such matter presents a loss contingency that is probable and estimable, and, for the matters described below, whether a loss in excess of any accrued liability is reasonably possible in future periods. 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-relatedlitigation and regulatory investigation-related expense of $164$519 million and $823 million$1.2 billion was recognized in 20212023 and 2020.2022.
For any matter disclosed in this Note for which a loss in future periods is reasonably possible and estimable (whether in excess of an accrued liability or where there is no accrued liability) and for representations and warranties exposures, the Corporation’s estimated range of possible loss is $0 to $1.0$0.8 billion in excess of the accrued liability, if any, as of December 31, 2021.2023.
The accrued liability and estimated range of possible loss are based upon currently available information and subject to significant judgment, a variety of assumptions and known and unknown uncertainties. The matters underlying the accrued liability and estimated range of possible loss are unpredictable and may change from time to time, and actual losses may vary
significantly from the current estimate and accrual. The
estimated range of possible loss does not represent the Corporation’s maximum loss exposure.
Information is provided below regarding the nature of the litigation and, where specified, associated claimed damages. Based on current knowledge, and taking into account accrued liabilities, management does not believe that loss contingencies arising from pending matters, including the matters described below will have a material adverse effect on the consolidated financial condition or liquidity of the Corporation. However, in light of the significant judgment, variety of assumptions and uncertainties involved in thesethose matters, some of which are beyond the Corporation’s control, and the very large or indeterminate damages sought in some of thesethose matters, an adverse outcome in one or more of thesethose matters could be material to the Corporation’s business or results of operations for any particular reporting period, or cause significant reputational harm.
Ambac Bond Insurance Litigation
Ambac Assurance Corporation and the Segregated Account of Ambac Assurance Corporation (together, Ambac) have filed 4 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 asserts 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 successor and vicarious liability theories. These actions are at various procedural stages with material developments provided below.
Ambac v. Countrywide I
Ambac named the Corporation and several Countrywide entities as defendants in an action filed on September 28, 2010 in New York Supreme Court asserting claims for fraudulent inducement as well as breach of contract and seeking damages in excess of $2.2 billion, plus punitive damages. The Supreme Court dismissed Ambac’s fraudulent inducement claim, and on May 11, 2021, the First Department, a New York State appellate court (First Department), affirmed the dismissal. The Supreme Court has scheduled a non-jury trial for September 7, 2022 on the contract claim that remains.
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, while seeking damages in excess of $600 million, plus punitive damages.
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 dismissed Ambac v. Countrywide III. The complaint seeks damages in excess of $350 million, plus punitive damages. On December 8, 2020, the New York Supreme Court dismissed Ambac’s complaint. On February 8, 2022, the First Department affirmed the dismissal.

137 Bank of America


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, 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. Ambac seeks as damages hundreds of millions of dollars that Ambac alleges it has paid or will pay in claims.
Deposit Insurance Assessment
On January 9, 2017, the Federal Deposit Insurance Corporation (FDIC)FDIC filed suit against BANA in the U.S. District Court for the District of Columbia (District Court) 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, and its Enforcement Section is also conducting a parallel investigation related to the same alleged reporting error. 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.
On April 10, 2023, the magistrate judge issued a report and recommendation (Report) for resolving the parties’ pending summary judgment motions. The Report recommends granting the FDIC’s motion for summary judgment on BANA’s statutory liability for the unpaid assessments, subject to BANA’s statute of limitations defenses to assessments for the quarters ended March 31, 2012 through March 31, 2013, on which the Report
Bank of America 138


recommends that relevant issues should be resolved at trial. The Report also recommends denying BANA’s counterclaims challenging the adoption of the relevant assessment regulations and granting BANA’s motion for summary judgment on the FDIC’s claims for unjust enrichment and disgorgement. The Report has been submitted to the District Court judge for consideration, and the parties have filed objections to the recommendations in the Report.
LIBOR
The Corporation, BANA 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 that 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, 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 but one of the 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 (“District Court”)(District Court). The District Court has dismissed all RICO claims, and dismissed all manipulation claims against Bank of America entities based on alleged trader conduct. The District Court has also substantially limited the scope of antitrust, Commodity Exchange Act and various other claims, including by dismissing in their entirety certain individual and putative class plaintiffs’
antitrust claims for lack of standing. On December 30, 2021, the U.S. Court of Appeals for the Second Circuit affirmed the dismissal of these antitrust claims for lack of standing. Certain individual and putative class actions remain pending against the Corporation, BANA and certain Merrill Lynch entities. 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.
Unemployment Insurance Prepaid Cards
BANA has been named as a defendant in a number of putative class action, mass action, and individual lawsuits in multiple states related to its administration of prepaid debit cards to distribute unemployment and other state benefits. These lawsuits generally assert claims for monetary damages and injunctive relief.
Class action and mass action lawsuits related to the California program, the largest program administered by BANA measured by total benefits and number of participants, have been consolidated into a multidistrict litigation (MDL) in the U.S. Bank - Harborview and SURF/OWNIT Repurchase Litigation
Beginning in 2011, U.S. Bank, National Association (U.S. Bank), as trusteeDistrict Court for the HarborView Mortgage Loan Trust 2005-10 and various SURF/OWNIT RMBS trusts filed complaints againstSouthern District of California. On May 25, 2023, the Corporation, Countrywide entities, Merrill Lynch entities and other affiliates in New York Supreme Court alleging breachescourt dismissed certain of representations and warranties. The defendants and certain certificate-holdersthe claims in the trusts agreedMDL while allowing others to settle the respective matters in amounts not materialproceed, and plaintiffs subsequently filed an amended complaint. BANA filed a partial motion to the Corporation, subject to acceptance by U.S. Bank. The litigations have been stayed pending finalizationdismiss certain of the settlements.remaining claims in the amended complaint in the MDL, which is currently pending.
139 Bank of America


NOTE 13 Shareholders’ Equity
Common Stock
Declared Quarterly Cash Dividends on Common Stock (1)
Declaration DateRecord DatePayment DateDividend Per Share
February 2, 2022January 31, 2024March 4, 20221, 2024March 25, 202229, 2024$0.210.24 
October 20, 202118, 2023December 3, 20211, 2023December 31, 202129, 20230.210.24 
July 21, 202119, 2023September 3, 20211, 2023September 24, 202129, 20230.210.24 
April 22, 202126, 2023June 4, 20212, 2023June 25, 202130, 20230.180.22 
January 19, 2021February 1, 2023March 5, 20213, 2023March 26, 202131, 20230.180.22 
(1)In 2021,2023, and through February 22, 2022.

20, 2024.
The cash dividends paid per share of common stock were $0.92 $0.86 and $0.78 $0.72for 2023, 2022 and $0.66 for 2021, 2020 and 2019, respectively.
The table below summarizes common stock repurchases during 2021, 20202023, 2022 and 2019.2021.
Common Stock Repurchase Summary
(in millions)202120202019
Total share repurchases, including CCAR capital plan repurchases615 227 956 
Purchase price of shares repurchased and retired
CCAR capital plan repurchases$25,126 $7,025 $25,644 
Other authorized repurchases — 2,500 
Total shares repurchased$25,126 $7,025 $28,144 
Due to uncertainty resulting from the pandemic, the Federal Reserve imposed various restrictions on share repurchase programs and dividends during 2020 and the first half
Common Stock Repurchase Summary
(in millions)202320222021
Total share repurchases, including CCAR capital plan repurchases147 126 615 
Purchase price of shares repurchased and retired (1)
$4,576 $5,073 $25,126 
(1) Consists of 2021. Those restrictions ended as of July 1, 2021 for large banks, including the Corporation, and large banks returnedrepurchases pursuant to the normal restrictions under the Federal Reserve’s stressCorporation’s CCAR capital buffer (SCB) framework.plans.
During 2021,2023, in connection with employee stock plans, the Corporation issued 6875 million shares of its common stock and, to satisfy tax withholding obligations, repurchased 2630 million shares of its common stock.At December 31, 2021,2023, the Corporation had reserved 562497 million unissued shares of common stock for future issuances under employee stock plans, convertible notes and preferred stock.

Bank of America 138


Preferred Stock
The cash dividends declared on preferred stock were $1.6 billion in both 2023 and 2022 and $1.4 billion in each of 2021, 2020 and 2019.2021.
On January 28, 2021, the Corporation issued approximately 37,000 shares of 4.125% Non-Cumulative Preferred Stock, Series PP for $915 million, with quarterly dividends commencing in May 2021. The Series PP preferred stock has a liquidation preference of $25,000 per share and is subject to certain restrictions in the event the Corporation fails to declare and pay full dividends.
On October 26, 2021, the Corporation issued 52,000 shares of 4.250% Non-Cumulative Preferred Stock, Series QQ for $1.3 billion, with quarterly dividends commencing in February 2022. The Series QQ preferred stock has a liquidation preference of $25,000 per share and is subject to certain restrictions in the event the Corporation fails to declare and pay full dividends.
On January 25, 2022, the Corporation issued 70,000 shares of 4.375% Non-Cumulative Preferred Stock, Series RR for $1.8 billion. The Series RR preferred stock has a liquidation preference of $25,000 per share and is subject to certain restrictions in the event the Corporation fails to declare and pay full dividends.
On January 31, 2022, the Corporation issued 28,000 shares of 4.75% Non-Cumulative Preferred Stock, Series SS for $700 million. The Series SS preferred stock has a liquidation preference of $25,000 per share and is subject to certain restrictions in the event the Corporation fails to declare and pay full dividends.
In 2021, the Corporation fully redeemed Series CC, Series EE and Series T preferred stock at their liquidation preference values for a total of $2.0 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 and G Preferred Stock, if any dividend payable on these series is in arrears for 3three or more semi-annual or 6six 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 2two additional directors. These voting rights terminate when the Corporation has paid in full dividends on these series for at least 2two semi-annual or 4four 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 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.
139Bank of America140


The table below presents a summary of perpetual preferred stock outstanding at December 31, 2021.2023.
Preferred Stock Summary
(Dollars in millions, except as noted)
SeriesDescriptionInitial
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 RedeemableJune
1997
7,110 $100 $7.00 %$$— n/a
Series E (2)
Floating Rate Non-CumulativeNovember
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-CumulativeMarch
2012
1,409 100,000 141 
3-mo. LIBOR + 40 bps (3)
4,055.55 On or after
March 15, 2012
Series GAdjustable Rate Non-CumulativeMarch
2012
4,926 100,000 493 
3-mo. LIBOR + 40 bps (3)
4,055.55 20 On or after
March 15, 2012
Series L7.25% Non-Cumulative Perpetual ConvertibleJanuary
2008
3,080,182 1,000 3,080 7.25 %72.50 223 n/a
Series U (4)
Fixed-to-Floating Rate Non-CumulativeMay
2013
40,000 25,000 1,000 5.2% to, but excluding, 6/1/23; 3-mo. LIBOR + 313.5 bps thereafter52.00 52 On or after
June 1, 2023
Series X (4)
Fixed-to-Floating Rate Non-CumulativeSeptember
2014
80,000 25,000 2,000 6.250% to, but excluding, 9/5/24; 3-mo. LIBOR + 370.5 bps thereafter62.50 125 On or after
September 5, 2024
Series Z (4)
Fixed-to-Floating Rate Non-CumulativeOctober
2014
56,000 25,000 1,400 6.500% to, but excluding, 10/23/24; 3-mo. LIBOR + 417.4 bps thereafter65.00 91 On or after
October 23, 2024
Series AA (4)
Fixed-to-Floating Rate Non-CumulativeMarch
2015
76,000 25,000 1,900 6.100% to, but excluding, 3/17/25; 3-mo. LIBOR + 389.8 bps thereafter61.00 116 On or after
March 17, 2025
Series DD (4)
Fixed-to-Floating Rate Non-CumulativeMarch
2016
40,000 25,000 1,000 6.300% to, but excluding, 3/10/26; 3-mo. LIBOR + 455.3 bps thereafter63.00 63 On or after
March 10, 2026
Series FF (4)
Fixed-to-Floating Rate Non-CumulativeMarch
2018
94,000 25,000 2,350 5.875% to, but excluding, 3/15/28; 3-mo. LIBOR + 293.1 bps thereafter58.75 138 On or after
March 15, 2028
Series GG (2)
6.000% Non-CumulativeMay
2018
54,000 25,000 1,350 6.000 %1.50 81 On or after
May 16, 2023
Series HH (2)
5.875% Non-CumulativeJuly
2018
34,160 25,000 854 5.875 %1.47 50 On or after
July 24, 2023
Series JJ (4)
Fixed-to-Floating Rate Non-CumulativeJune
2019
40,000 25,000 1,000 5.125% to, but excluding, 6/20/24; 3-mo. LIBOR + 329.2 bps thereafter51.25 51 On or after
June 20, 2024
Series KK (2)
5.375% Non-CumulativeJune
2019
55,900 25,000 1,398 5.375 %1.34 75 On or after
June 25, 2024
Series LL (2)
5.000% Non-CumulativeSeptember
2019
52,400 25,000 1,310 5.000 %1.25 66 On or after
September 17, 2024
Series MM (4)
Fixed-to-Floating Rate Non-CumulativeJanuary
2020
44,000 25,000 1,100 4.300 %43.00 47 On or after
January 28, 2025
Series NN (2)
4.375% Non-CumulativeOctober
2020
44,000 25,000 1,100 4.375 %1.09 48 On or after
November 3, 2025
Series PP (2)
4.125% Non-Cumulative4.125%January 202136,600 25,000 915 4.125 %1.04 38 On or after
February 2, 2026
Series QQ (2)
4.250% Non-Cumulative4.250%October 202152,000 25,000 1,300 4.250 %— — On or after
November 17, 2026
Series 1 (5)
Floating Rate Non-CumulativeNovember
2004
3,275 30,000 98 
3-mo. LIBOR + 75 bps (6)
0.75 On or after
November 28, 2009
Series 2 (5)
Floating Rate Non-CumulativeMarch
2005
9,967 30,000 299 
3-mo. LIBOR + 65 bps (6)
0.76 On or after
November 28, 2009
Series 4 (5)
Floating Rate Non-CumulativeNovember
2005
7,010 30,000 210 
3-mo. LIBOR + 75 bps (3)
1.01 On or after
November 28, 2010
Series 5 (5)
Floating Rate Non-CumulativeMarch
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(330)
Total  3,939,686  $24,708   
Preferred Stock Summary
(Dollars in millions, except as noted)
SeriesDescriptionInitial
Issuance
Date
Total
Shares
Outstanding
Liquidation
Preference
per Share
(in dollars)
Carrying
Value
Per Annum
Dividend Rate
Dividend per Share
(in dollars)(1)
Annual Dividend
Redemption Period (2)
Series B 7.000% Cumulative RedeemableJune
1997
7,076 $100 $7.00 %$$— n/a
Series E (3)
Floating Rate Non-CumulativeNovember
2006
12,317 25,000 308 
3-mo. CME Term SOFR + 61.161 bps (4)(5)
1.38 17 On or after
November 15, 2011
Series FFloating Rate Non-CumulativeMarch
2012
1,409 100,000 141 
3-mo. CME Term SOFR + 66.161 bps (4)(5)
5,693.77 On or after
March 15, 2012
Series GAdjustable Rate Non-CumulativeMarch
2012
4,925 100,000 492 
3-mo. CME Term SOFR + 66.161 bps (4)(5)
5,693.77 28 On or after
March 15, 2012
Series L7.25% Non-Cumulative Perpetual ConvertibleJanuary
2008
3,080,182 1,000 3,080 7.25 %72.50 223 n/a
Series U (7)
Fixed-to-Floating Rate Non-CumulativeMay
2013
40,000 25,000 1,000 
5.2% to, but excluding, 6/1/23;3-mo. CME Term SOFR + 339.661 bps thereafter (5)(6)
70.32 70 On or after
June 1, 2023
Series X (7)
Fixed-to-Floating Rate Non-CumulativeSeptember
2014
80,000 25,000 2,000 
6.250% to, but excluding, 9/5/24; 3-mo. CME Term SOFR + 396.661 bps thereafter (5)
62.50 125 On or after
September 5, 2024
Series Z (7)
Fixed-to-Floating Rate Non-CumulativeOctober
2014
56,000 25,000 1,400 
6.500% to, but excluding, 10/23/24; 3-mo. CME Term SOFR + 443.561 bps thereafter (5)
65.00 91 On or after
October 23, 2024
Series AA (7)
Fixed-to-Floating Rate Non-CumulativeMarch
2015
76,000 25,000 1,900 
6.100% to, but excluding, 3/17/25; 3-mo. CME Term SOFR + 415.961 bps thereafter (5)
61.00 116 On or after
March 17, 2025
Series DD (7)
Fixed-to-Floating Rate Non-CumulativeMarch
2016
40,000 25,000 1,000 
6.300% to, but excluding, 3/10/26; 3-mo. CME Term SOFR + 481.461 bps thereafter (5)
63.00 63 On or after
March 10, 2026
Series FF (7)
Fixed-to-Floating Rate Non-CumulativeMarch
2018
90,833 25,000 2,271 
5.875% to, but excluding, 3/15/28; 3-mo. CME Term SOFR + 319.261 bps thereafter (5)
58.75 133 On or after
March 15, 2028
Series GG (3)
6.000% Non-CumulativeMay
2018
54,000 25,000 1,350 6.000 %1.50 81 On or after
May 16, 2023
Series HH (3)
5.875% Non-CumulativeJuly
2018
34,049 25,000 851 5.875 %1.47 50 On or after
July 24, 2023
Series JJ (7)
Fixed-to-Floating Rate Non-CumulativeJune
2019
34,171 25,000 854 
5.125% to, but excluding, 6/20/24; 3-mo. CME Term SOFR + 355.361 bps thereafter (5)
51.25 44 On or after
June 20, 2024
Series KK (3)
5.375% Non-CumulativeJune
2019
55,273 25,000 1,382 5.375 %1.34 74 On or after
June 25, 2024
Series LL (3)
5.000% Non-CumulativeSeptember
2019
52,045 25,000 1,301 5.000 %1.25 65 On or after
September 17, 2024
Series MM (7)
Fixed-to-Floating Rate Non-CumulativeJanuary
2020
30,753 25,000 769 
4.300% to, but excluding, 1/28/25; 3-mo. CME Term SOFR + 292.561 bps thereafter (5)
43.00 33 On or after
January 28, 2025
Series NN (3)
4.375% Non-CumulativeOctober
2020
42,993 25,000 1,075 4.375 %1.09 47 On or after
November 3, 2025
Series PP (3)
4.125% Non-CumulativeJanuary 202136,500 25,000 912 4.125 %1.03 38 On or after
February 2, 2026
Series QQ (3)
4.250% Non-CumulativeOctober 202151,879 25,000 1,297 4.250 %1.06 55 On or after
November 17, 2026
Series RR (8)
4.375% Fixed-Rate Reset Non-CumulativeJanuary 202266,738 25,000 1,668 4.375% to, but excluding 1/27/27; 5-yr U.S. Treasury Rate + 276 bps thereafter43.75 73 On or after
January 27, 2027
Series SS (3)
4.750% Non-CumulativeJanuary 202227,463 25,000 687 4.750 %1.19 33 On or after
February 17, 2027
Series TT (8)
6.125% Fixed-Rate Reset Non-CumulativeApril 202280,000 25,000 2,000 6.125% to, but excluding, 4/27/27; 5-yr U.S. Treasury Rate + 323.1 bps thereafter61.25 122 On or after
April 27, 2027
Series 1 (9)
Floating Rate Non-CumulativeNovember
2004
3,185 30,000 96 
3-mo. CME Term SOFR + 101.161 bps (5)(10)
1.49 On or after
November 28, 2009
Series 2 (9)
Floating Rate Non-CumulativeMarch
2005
9,967 30,000 299 
3-mo. CME Term SOFR + 91.161 bps (5)(10)
1.48 18 On or after
November 28, 2009
Series 4 (9)
Floating Rate Non-CumulativeNovember
2005
7,010 30,000 210 
3-mo. CME Term SOFR + 101.161 bps (4)(5)
1.51 13 On or after
November 28, 2010
Series 5 (9)
Floating Rate Non-CumulativeMarch
2007
13,331 30,000 400 
3-mo. CME Term SOFR + 76.161 bps (4)(5)
1.43 23 On or after
May 21, 2012
Issuance costs and certain adjustments(347)
Total  4,088,099  $28,397   
(1)For all series of preferred stock other than Series B, Series F, Series G and Series L, “Dividend per Share” means the amount of dividends per depositary share of such series.
(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.
(2)(3)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.
(3)(4)Subject to 4.00% minimum rate per annum.
(4)(5)The number of basis points to be added to 3-mo. Term SOFR is equal to the original basis point spread applicable to floating rate periods when the preferred stock was originally issued, plus a tenor spread adjustment of 26.161 bps relating to the transition from 3-mo. LIBOR to 3-mo. Term SOFR.
(6)Solely for the dividend period commencing 6/1/23, the per annum dividend rate for the Series U Preferred Stock was determined by reference to 3-mo. LIBOR + 313.5 bps.
(7)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.
(5)(8)Ownership is held in the form of depositary shares, each representing a 1/25th interest in a share of preferred stock, paying a quarterly cash dividend, if and when declared.
(9)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.
(6)(10)Subject to 3.00% minimum rate per annum.
n/a = not applicable
141Bank of America140


NOTE 14 Accumulated Other Comprehensive Income (Loss)
The table below presents the changes in accumulated OCI after-tax for 2021, 20202023, 2022 and 2019.2021.
(Dollars in millions)(Dollars in millions)Debt SecuritiesDebit Valuation AdjustmentsDerivativesEmployee
Benefit Plans
Foreign
Currency
Total
(Dollars in millions)
(Dollars in millions)Debt SecuritiesDebit Valuation AdjustmentsDerivatives
Employee
Benefit Plans
Foreign
Currency
Total
Balance, December 31, 2020
Net change
Balance, December 31, 2021
Balance, December 31, 2018$(5,552)$(531)$(1,016)$(4,304)$(808)$(12,211)
Balance, December 31, 2021
Balance, December 31, 2021
Net changeNet change5,875 (963)616 136 (86)5,578 
Balance, December 31, 2019$323 $(1,494)$(400)$(4,168)$(894)$(6,633)
Balance, December 31, 2022
Balance, December 31, 2022
Balance, December 31, 2022
Net changeNet change4,799 (498)826 (98)(52)4,977 
Balance, December 31, 2020$5,122 $(1,992)$426 $(4,266)$(946)$(1,656)
Net change(2,077)356 (2,306)624 (45)(3,448)
Balance, December 31, 2021$3,045 $(1,636)$(1,880)$(3,642)$(991)$(5,104)
Balance, December 31, 2023
The table below presents the net change in fair value recorded in accumulated OCI, net realized gains and losses reclassified into earnings and other changes for each component of OCI pre- and after-tax for 2021, 20202023, 2022 and 2019.2021.
Pretax
Pretax
PretaxTax
effect
After-
tax
PretaxTax
effect
After-
tax
PretaxTax effectAfter-
tax
PretaxTax
effect
After-
tax
PretaxTax
effect
After-
tax
PretaxTax effectAfter-
tax
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202320222021
Debt securities:Debt securities:
Net increase (decrease) in fair valueNet increase (decrease) in fair value$(2,749)$689 $(2,060)$6,819 $(1,712)$5,107 $8,020 $(2,000)$6,020 
Net realized gains reclassified into earnings (1)
(22)5 (17)(411)103 (308)(193)48 (145)
Net increase (decrease) in fair value
Net increase (decrease) in fair value
Net realized (gains) losses reclassified into earnings (1)
Net realized (gains) losses reclassified into earnings (1)
Net realized (gains) losses reclassified into earnings (1)
Net changeNet change(2,771)694 (2,077)6,408 (1,609)4,799 7,827 (1,952)5,875 
Debit valuation adjustments:Debit valuation adjustments:
Debit valuation adjustments:
Debit valuation adjustments:
Net increase (decrease) in fair valueNet increase (decrease) in fair value449 (103)346 (669)156 (513)(1,276)289 (987)
Net realized losses reclassified into earnings (1)
13 (3)10 19 (4)15 18 24 
Net increase (decrease) in fair value
Net increase (decrease) in fair value
Net realized (gains) losses reclassified into earnings (1)
Net change
Net change
Net changeNet change462 (106)356 (650)152 (498)(1,258)295 (963)
Derivatives:Derivatives:
Net increase (decrease) in fair valueNet increase (decrease) in fair value(2,849)703 (2,146)1,098 (268)830 692 (156)536 
Net increase (decrease) in fair value
Net increase (decrease) in fair value
Reclassifications into earnings:Reclassifications into earnings:
Net interest incomeNet interest income(166)48 (118)(1)104 (26)78 
Net interest income
Net interest income
Market making and similar activities
Compensation and benefits expense
Compensation and benefits expense
Compensation and benefits expenseCompensation and benefits expense(55)13 (42)(12)(9)— 
Net realized (gains) losses reclassified into earningsNet realized (gains) losses reclassified into earnings(221)61 (160)(6)(4)106 (26)80 
Net changeNet change(3,070)764 (2,306)1,092 (266)826 798 (182)616 
Net change
Net change
Employee benefit plans:Employee benefit plans:
Net increase (decrease) in fair valueNet increase (decrease) in fair value463 (72)391 (381)80 (301)41 (21)20 
Net increase (decrease) in fair value
Net increase (decrease) in fair value
Net actuarial losses and other reclassified into earnings (2)
Net actuarial losses and other reclassified into earnings (2)
Net actuarial losses and other reclassified into earnings (2)
Net actuarial losses and other reclassified into earnings (2)
295 (67)228 261 (63)198 150 (36)114 
Settlements, curtailments and otherSettlements, curtailments and other5  5 — (1)
Net changeNet change763 (139)624 (115)17 (98)194 (58)136 
Foreign currency:Foreign currency:
Net increase (decrease) in fair valueNet increase (decrease) in fair value296 (341)(45)(251)199 (52)(13)(52)(65)
Net realized (gains) reclassified into earnings (1)
(5)5  (1)— (110)89 (21)
Net increase (decrease) in fair value
Net increase (decrease) in fair value
Net realized (gains) losses reclassified into earnings (1)
Net changeNet change291 (336)(45)(252)200 (52)(123)37 (86)
Net change
Net change
Total other comprehensive income (loss)Total other comprehensive income (loss)$(4,325)$877 $(3,448)$6,483 $(1,506)$4,977 $7,438 $(1,860)$5,578 
(1)    Reclassifications of pretax debt securities, DVA and foreign currency (gains) losses are recorded in other income in the Consolidated Statement of Income.
(2)    Reclassifications of pretax employee benefit plan costs are recorded in other general operating expense in the Consolidated Statement of Income.

Bank of America 142


NOTE 15 Earnings Per Common Share
The calculation of EPS and diluted EPS for 2021, 20202023, 2022 and 2019 2021is presented below. For more information on the calculation of EPS, see Note 1 – Summary of Significant Accounting Principles.Principles.
(In millions, except per share information)
(In millions, except per share information)
(In millions, except per share information)(In millions, except per share information)202120202019202320222021
Earnings per common shareEarnings per common share 
Net incomeNet income$31,978 $17,894 $27,430 
Preferred stock dividends(1,421)(1,421)(1,432)
Net income
Net income
Preferred stock dividends and other
Net income applicable to common shareholdersNet income applicable to common shareholders$30,557 $16,473 $25,998 
Average common shares issued and outstanding
Average common shares issued and outstanding
Average common shares issued and outstandingAverage common shares issued and outstanding8,493.3 8,753.2 9,390.5 
Earnings per common shareEarnings per common share$3.60 $1.88 $2.77 
Diluted earnings per common shareDiluted earnings per common share  
Diluted earnings per common share
Diluted earnings per common share
Net income applicable to common shareholders
Net income applicable to common shareholders
Net income applicable to common shareholdersNet income applicable to common shareholders$30,557 $16,473 $25,998 
Average common shares issued and outstandingAverage common shares issued and outstanding8,493.3 8,753.2 9,390.5 
Average common shares issued and outstanding
Average common shares issued and outstanding
Dilutive potential common shares (1)
Dilutive potential common shares (1)
65.1 43.7 52.4 
Total diluted average common shares issued and outstandingTotal diluted average common shares issued and outstanding8,558.4 8,796.9 9,442.9 
Diluted earnings per common shareDiluted earnings per common share$3.57 $1.87 $2.75 
(1)Includes incremental dilutive shares from preferred stock, RSUs,restricted stock units, restricted stock and warrants.

141 Bank of America


For 2021, 20202023, 2022 and 2019,2021, 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 2019, average warrants to purchase 3000000 shares of common stock, were included in the diluted EPS calculation under the treasury stock method. Substantially all of these warrants were exercised on or before their expiration date of January 16, 2019.
NOTE 16 Regulatory Requirements and Restrictions
The Federal Reserve, Office of the Comptroller of the Currency (OCC) and FDIC (collectively, U.S. banking regulators) jointly establish regulatory capital adequacy rules, 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.
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 Prompt Corrective Action (PCA) framework.
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 discretionary bonus payments.payments to executive officers. 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 below presents capital ratios and related information in accordance with Basel 3 Standardized and Advanced approaches as measured at December 31, 20212023 and 20202022 for the Corporation and BANA.
Regulatory Capital under Basel 3
Bank of America CorporationBank of America, N.A.
Standardized Approach (1)
Advanced Approaches (1)
Regulatory Minimum (2)
Standardized Approach (1)
Advanced Approaches (1)
Regulatory Minimum (3)
(Dollars in millions, except as noted)December 31, 2021
Risk-based capital metrics:  
Common equity tier 1 capital$171,759 $171,759 $182,526 $182,526 
Tier 1 capital196,465 196,465 182,526 182,526 
Total capital (4)
227,592 220,616 194,773 188,091 
Risk-weighted assets (in billions)1,618 1,399 1,352 1,048 
Common equity tier 1 capital ratio10.6 %12.3 %9.5 %13.5 %17.4 %7.0 %
Tier 1 capital ratio12.1 14.0 11.0 13.5 17.4 8.5 
Total capital ratio14.1 15.8 13.0 14.4 17.9 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (5)
$3,087 $3,087 $2,414 $2,414 
Tier 1 leverage ratio6.4 %6.4 %4.0 7.6 %7.6 %5.0 
Supplementary leverage exposure (in billions) (6)
$3,604 $2,824 
Supplementary leverage ratio5.5 %5.0 6.5 %6.0 
 December 31, 2020
Risk-based capital metrics:    
Common equity tier 1 capital$176,660 $176,660 $164,593 $164,593 
Tier 1 capital200,096 200,096 164,593 164,593 
Total capital (4)
237,936 227,685 181,370 170,922 
Risk-weighted assets (in billions)1,480 1,371 1,221 1,014 
Common equity tier 1 capital ratio11.9 %12.9 %9.5 %13.5 %16.2 %7.0 %
Tier 1 capital ratio13.5 14.6 11.0 13.5 16.2 8.5 
Total capital ratio16.1 16.6 13.0 14.9 16.9 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (5)
$2,719 $2,719 $2,143 $2,143 
Tier 1 leverage ratio7.4 %7.4 %4.0 7.7 %7.7 %5.0 
Supplementary leverage exposure (in billions) (6)
$2,786 $2,525 
Supplementary leverage ratio7.2 %5.0 6.5 %6.0 
143 Bank of America


Regulatory Capital under Basel 3
Bank of America CorporationBank of America, N.A.
Standardized Approach (1)
Advanced Approaches (1)
Regulatory Minimum (2)
Standardized Approach (1)
Advanced Approaches (1)
Regulatory Minimum (3)
(Dollars in millions, except as noted)December 31, 2023
Risk-based capital metrics:  
Common equity tier 1 capital$194,928 $194,928 $187,621 $187,621 
Tier 1 capital223,323 223,323 187,621 187,621 
Total capital (4)
251,399 241,449 201,932 192,175 
Risk-weighted assets (in billions)1,651 1,459 1,395 1,114 
Common equity tier 1 capital ratio11.8 %13.4 %9.5 %13.5 %16.8 %7.0 %
Tier 1 capital ratio13.5 15.3 11.0 13.5 16.8 8.5 
Total capital ratio15.2 16.6 13.0 14.5 17.2 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (5)
$3,135 $3,135 $2,471 $2,471 
Tier 1 leverage ratio7.1 %7.1 %4.0 7.6 %7.6 %5.0 
Supplementary leverage exposure (in billions)$3,676 $2,910 
Supplementary leverage ratio6.1 %5.0 6.4 %6.0 
 December 31, 2022
Risk-based capital metrics:    
Common equity tier 1 capital$180,060 $180,060 $181,089 $181,089 
Tier 1 capital208,446 208,446 181,089 181,089 
Total capital (4)
238,773 230,916 194,254 186,648 
Risk-weighted assets (in billions)1,605 1,411 1,386 1,087 
Common equity tier 1 capital ratio11.2 %12.8 %10.4 %13.1 %16.7 %7.0 %
Tier 1 capital ratio13.0 14.8 11.9 13.1 16.7 8.5 
Total capital ratio14.9 16.4 13.9 14.0 17.2 10.5 
Leverage-based metrics:
Adjusted quarterly average assets (in billions) (5)
$2,997 $2,997 $2,358 $2,358 
Tier 1 leverage ratio7.0 %7.0 %4.0 7.7 %7.7 %5.0 
Supplementary leverage exposure (in billions)$3,523 $2,785 
Supplementary leverage ratio5.9 %5.0 6.5 %6.0 
(1)As of December 31, 20212023 and 2020,2022, capital ratios are calculated using the regulatory capital rule that allows a five-year transition period related to the adoption of the CECLcurrent expected credit losses accounting standard.standard on January 1, 2020.
(2)The capital conservation buffer and global systemically important bank (G-SIB) surcharge were 2.5 percent at both December 31, 2021 and 2020. At December 31, 2021 and 2020 the Corporation's stress capital buffer of 2.5 percent was applied in place of the capital conservation buffer under the Standardized approach. The countercyclical capital buffer for both periods was zero. The CET1common equity tier 1 (CET1) capital regulatory minimum is the sum of the CET1 capital ratio minimum of 4.5 percent, the Corporation’s G-SIB surcharge of 2.5 percent and the Corporation’s SCB or the capital conservation buffer as applicable, of 2.5 percent.percent (under the Advanced approaches) or the stress capital buffer of 2.5 percent at December 31, 2023 and 3.4 percent at December 31, 2022 (under the Standardized approach), as applicable. The countercyclical capital buffer was zero for both periods. The SLR regulatory minimum includes a leverage buffer of 2.0 percent.
(3)Risk-based capital regulatory minimums at both December 31, 20212023 and 20202022 are the minimum ratios under Basel 3 including a capital conservation buffer of 2.5 percent. The regulatory minimums for the leverage ratios as of both period ends are the percent required 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)Reflects total average assets adjusted for certain Tier 1 capital deductions.
(6)Supplementary leverage exposure for the Corporation at December 31, 2020 reflects the temporary exclusion of U.S. Treasury securities and deposits at Federal Reserve Banks. The temporary relief expired after March 31, 2021 and is not reflected in supplementary leverage exposure at December 31, 2021.

Bank of America 142


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, 20212023 and 2020,2022, the Corporation and its banking entity affiliates were well capitalized.
Due to uncertainty from the pandemic, the Federal Reserve imposed various restrictions on share repurchase programs and dividends during 2020 and the first half of 2021. In conjunction with its release of 2021 CCAR supervisory stress test results, the Federal Reserve announced those restrictions would end as of July 1, 2021 for large banks, including the Corporation, and large banks would be subject to the normal restrictions under the Federal Reserve’s SCB framework. For more information, see Note 13 – Shareholders’ Equity.
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 $0 for 2021 and $3.8 billion for 2020. At December 31, 20212023 and 2020,2022, the Corporation had cash and cash equivalents in the amount of $4.0$3.6 billion and $4.9$5.6 billion, and securities with a fair value of $10.6$18.0 billion and $16.8$16.6 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 componentsa component of restricted cash. For more information, see Note 10 – Securities Financing Agreements, Short-term Borrowings, Collateral and Restricted Cash. In addition, at December 31, 20212023 and 2020,2022, the Corporation had cash deposited with clearing organizations of $28.6$23.7 billion and $10.9$20.7 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 2021,2023, the Corporation received dividends of $15.6$22.2 billion from BANA and $29$199 million from Bank of America California, N.A.
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 2022,2024, BANA can declare and pay dividends of approximately $14.7$12.0 billion to the Corporation plus an additional amount equal to its retained net profits for 20222024 up to the date of any such dividend declaration. Bank of America California, N.A. can pay dividends of $234$66 million in 20222024 plus an additional amount equal to its retained net profits for 20222024 up to the date of any such dividend declaration.
Bank of America 144


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 20212023 or 2020.2022. 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.
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, 20212023 and 2020.2022. 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 decreases in the weighted-average discount rates in 2023 resulted in an increase to the PBO of $511 million at December 31, 2023. The increases in the weighted-average discount rates in 20212022 resulted in a decrease to the PBO of $895 million at December 31, 2021. The decreases in the weighted-average discount rates in 2020 resulted in an increase to the PBO of approximately $1.9$5.3 billion at December 31, 2020.2022. Significant gains and losses related to changes in the PBO for 20212023 and 20202022 primarily resulted from changes in the discount rate.
143 Bank of America


Pension and Postretirement Plans (1)
Pension and Postretirement Plans (1)
Pension and Postretirement Plans (1)
Pension and Postretirement Plans (1)
Qualified
Pension Plan
Qualified
Pension Plan
Non-U.S.
Pension Plans
Nonqualified and Other
Pension Plans
Postretirement
Health and Life Plans
Qualified
Pension Plan
Qualified
Pension Plan
Qualified
Pension Plan
Qualified
Pension Plan
Qualified
Pension Plan
Qualified
Pension Plan
Qualified
Pension Plan
Qualified
Pension Plan
Non-U.S.
Pension Plans
Nonqualified and Other
Pension Plans
Postretirement
Health and Life Plans
(Dollars in millions)(Dollars in millions)20212020202120202021202020212020(Dollars in millions)20232022202320222023202220232022
Fair value, January 1Fair value, January 1$21,776 $20,275 $3,078 $2,696 $2,789 $2,666 $143 $199 
Actual return on plan assetsActual return on plan assets1,215 2,468 62 379 (55)285  
Company contributions — 24 23 87 86 38 
Company contributions (withdrawals)
Plan participant contributionsPlan participant contributions — 1  — 107 110 
Settlements and curtailmentsSettlements and curtailments — (11)(61) —  — 
Benefits paidBenefits paid(913)(967)(84)(57)(236)(248)(171)(174)
Federal subsidy on benefits paidFederal subsidy on benefits paid n/an/a n/an/a n/an/a 
Foreign currency exchange rate changesForeign currency exchange rate changes n/an/a(39)97  n/an/a n/an/aForeign currency exchange rate changes n/an/a97 (323)(323) n/a n/an/a n/an/a
Fair value, December 31Fair value, December 31$22,078 $21,776 $3,031 $3,078 $2,585 $2,789 $117 $143 
Change in projected benefit obligationChange in projected benefit obligation        Change in projected benefit obligation        
Projected benefit obligation, January 1Projected benefit obligation, January 1$16,427 $15,361 $3,340 $2,887 $3,005 $2,919 $1,007 $989 
Service costService cost — 28 20  5 
Interest costInterest cost414 500 45 49 67 90 24 32 
Plan participant contributionsPlan participant contributions — 1  — 107 110 
Plan amendmentsPlan amendments —   —  — 
Settlements and curtailmentsSettlements and curtailments ��� (11)(61) —  — 
Actuarial loss (gain)Actuarial loss (gain)(252)1,533 (152)396 (83)243 (44)43 
Benefits paidBenefits paid(913)(967)(84)(57)(236)(248)(171)(173)
Federal subsidy on benefits paidFederal subsidy on benefits paid n/an/a n/an/a n/an/a 
Foreign currency exchange rate changesForeign currency exchange rate changes n/an/a(51)102  n/an/a — 
Projected benefit obligation, December 31Projected benefit obligation, December 31$15,676 $16,427 $3,116 $3,340 $2,753 $3,005 $928 $1,007 
Projected benefit obligation, December 31
Projected benefit obligation, December 31
Amounts recognized on Consolidated Balance SheetAmounts recognized on Consolidated Balance Sheet
Other assets
Other assets
Other assetsOther assets$6,402 $5,349 $550 $428 $777 $812 $ $— 
Accrued expenses and other liabilitiesAccrued expenses and other liabilities — (635)(690)(945)(1,028)(811)(864)
Net amount recognized, December 31Net amount recognized, December 31$6,402 $5,349 $(85)$(262)$(168)$(216)$(811)$(864)
Funded status, December 31Funded status, December 31        Funded status, December 31        
Accumulated benefit obligationAccumulated benefit obligation$15,676 $16,427 $3,031 $3,253 $2,753 $3,005  n/an/aAccumulated benefit obligation$11,769 $$11,580 $$1,903 $$1,694 $$2,091 $$2,109  n/a n/an/a
Overfunded (unfunded) status of ABOOverfunded (unfunded) status of ABO6,402 5,349  (175)(168)(216) n/an/aOverfunded (unfunded) status of ABO5,863 5,678 5,678 (124)(124)34 34 (242)(242)(223)(223) n/a n/an/a
Provision for future salariesProvision for future salaries — 85 87  —  n/an/aProvision for future salaries — — 71 71 58 58 1 1 — —  n/a n/an/a
Projected benefit obligationProjected benefit obligation15,676 16,427 3,116 3,340 2,753 3,005 $928 $1,007 
Weighted-average assumptions, December 31Weighted-average assumptions, December 31        Weighted-average assumptions, December 31        
Discount rateDiscount rate2.86 %2.57 %1.85 %1.37 %2.80 %2.33 %2.85 %2.48 %Discount rate5.13 %5.54 %4.48 %4.59 %5.19 %5.58 %5.17 %5.56 %
Rate of compensation increaseRate of compensation increasen/an/a4.46 4.11 4.00 4.00 n/an/aRate of compensation increasen/an/a4.33 4.25 4.25 4.00 4.00 4.00 4.00 n/an/an/a
Interest-crediting rateInterest-crediting rate4.83 %5.02 %1.90 1.58 4.22 4.49  n/an/aInterest-crediting rate5.43 %5.36 %1.98 2.03 2.03 4.91 4.91 4.69 4.69  n/a n/an/a
(1)The measurement date for all of the above plans was December 31 of each year reported.
n/a = not applicable
145 Bank of America


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 20222024 is $30$28 million, $91$82 million and $42$25 million, respectively. The Corporation does not expect to make a contribution to the Qualified Pension Plan in 2022.2024. 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, 20212023 and 20202022 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 AssetsPlans with ABO and PBO in Excess of Plan Assets
Plans with ABO and PBO in Excess of Plan Assets
Non-U.S.
Pension Plans
Nonqualified
and Other
Pension Plans
Plans with ABO and PBO in Excess of Plan Assets
Non-U.S.
Pension Plans
Non-U.S.
Pension Plans
Non-U.S.
Pension Plans
Nonqualified
and Other
Pension Plans
(Dollars in millions)(Dollars in millions)2021202020212020(Dollars in millions)2023202220232022
PBO
PBO
PBOPBO$841 $900 $945 $1,028 
ABOABO780 841 945 1,028 
Fair value of plan assetsFair value of plan assets207 211 1 
Bank of America 144


Components of Net Periodic Benefit CostComponents of Net Periodic Benefit Cost
Components of Net Periodic Benefit Cost
Components of Net Periodic Benefit Cost
Qualified Pension PlanNon-U.S. Pension PlansQualified Pension PlanNon-U.S. Pension Plans
(Dollars in millions)(Dollars in millions)202120202019202120202019(Dollars in millions)202320222021202320222021
Components of net periodic benefit cost (income)Components of net periodic benefit cost (income)
Service costService cost$ $— $— $28 $20 $17 
Service cost
Service cost
Interest costInterest cost414 500 593 45 49 65 
Expected return on plan assetsExpected return on plan assets(1,173)(1,154)(1,088)(70)(66)(99)
Amortization of net actuarial loss193 173 135 19 
Amortization of actuarial loss (gain) and prior service cost
Amortization of actuarial loss (gain) and prior service cost
Amortization of actuarial loss (gain) and prior service cost
Other
Other
OtherOther — — 5 
Net periodic benefit cost (income)Net periodic benefit cost (income)$(566)$(481)$(360)$27 $20 $(7)
Weighted-average assumptions used to determine net cost for years ended December 31Weighted-average assumptions used to determine net cost for years ended December 31      Weighted-average assumptions used to determine net cost for years ended December 31    
Discount rateDiscount rate2.57 %3.32 %4.32 %1.35 %1.81 %2.60 %Discount rate5.54 %2.86 %2.57 %4.59 %1.85 %1.35 %
Expected return on plan assetsExpected return on plan assets5.75 6.00 6.00 2.30 2.57 4.13 
Rate of compensation increaseRate of compensation increase n/an/an/a4.11 4.10 4.49 
Nonqualified and
Other Pension Plans
Postretirement Health
and Life Plans
Nonqualified and
Other Pension Plans
Nonqualified and
Other Pension Plans
Nonqualified and
Other Pension Plans
Postretirement Health
and Life Plans
(Dollars in millions)(Dollars in millions)202120202019202120202019(Dollars in millions)202320222021202320222021
Components of net periodic benefit cost (income)Components of net periodic benefit cost (income)
Service cost
Service cost
Service costService cost$ $$$5 $$
Interest costInterest cost67 90 113 24 32 38 
Expected return on plan assetsExpected return on plan assets(49)(71)(95)(3)(4)(5)
Amortization of net actuarial loss (gain)63 50 34 20 29 (24)
Amortization of actuarial loss (gain) and prior service cost
Amortization of actuarial loss (gain) and prior service cost
Amortization of actuarial loss (gain) and prior service cost
Other
Other
OtherOther — —  (2)(2)
Net periodic benefit cost (income)Net periodic benefit cost (income)$81 $70 $53 $46 $60 $12 
Weighted-average assumptions used to determine net cost for years ended December 31Weighted-average assumptions used to determine net cost for years ended December 31      Weighted-average assumptions used to determine net cost for years ended December 31    
Discount rateDiscount rate2.33 %3.20 %4.26 %2.48 %3.27 %4.25 %Discount rate5.58 %2.80 %2.33 %5.56 %2.85 %2.48 %
Expected return on plan assetsExpected return on plan assets1.88 2.77 3.73 2.00 2.00 2.00 
Rate of compensation increaseRate of compensation increase4.00 4.00 4.00   n/an/an/aRate of compensation increase4.00 4.00 4.00 4.00 4.00   n/a  n/an/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 U.S. Postretirement Health and Life Plans, 50 percent of the unrecognized gain or loss at the beginning of the 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 U.S. Postretirement Health and Life Plans is 6.256.50 percent for 2022,2024, reducing in steps to 5.00 percent in 20272028 and later years.
The Corporation’s net periodic benefit cost (income) recognized for the plans is sensitive to the discount rate and expected return on plan assets. For the Qualified Pension Plan, Non-U.S. Pension Plans, Nonqualified and Other Pension Plans, and Postretirement Health and Life Plans, a 25 bpbps decline in discount rates and expected return on assets would not have had a significant impact on the net periodic benefit cost for 2021.2023.
Pretax Amounts included in Accumulated OCI and OCI
 Qualified
Pension Plan
Non-U.S.
Pension Plans
Nonqualified
and Other
Pension Plans
Postretirement
Health and
Life Plans
Total
(Dollars in millions)2021202020212020202120202021202020212020
Net actuarial loss (gain)$3,425 $3,912 $456 $628 $945 $987 $4 $66 $4,830 $5,593 
Prior service cost (credits) — 17 18  — (3)(4)14 14 
Amounts recognized in accumulated OCI$3,425 $3,912 $473 $646 $945 $987 $1 $62 $4,844 $5,607 
Current year actuarial loss (gain)$(294)$219 $(154)$79 $21 $29 $(41)$47 $(468)$374 
Amortization of actuarial gain (loss) and
prior service cost
(193)(173)(19)(12)(63)(50)(20)(27)(295)(262)
Current year prior service cost (credit) —   —  —  
Amounts recognized in OCI$(487)$46 $(173)$70 $(42)$(21)$(61)$20 $(763)$115 
145Bank of America146


Pretax Amounts included in Accumulated OCI and OCI
 Qualified
Pension Plan
Non-U.S.
Pension Plans
Nonqualified
and Other
Pension Plans
Postretirement
Health and
Life Plans
Total
(Dollars in millions)2023202220232022202320222023202220232022
Net actuarial loss (gain)$5,072 $4,775 $478 $312 $852 $796 $(125)$(187)$6,277 $5,696 
Prior service cost (credits) — 46 43  —  (1)46 42 
Amounts recognized in accumulated OCI$5,072 $4,775 $524 $355 $852 $796 $(125)$(188)$6,323 $5,738 
Current year actuarial loss (gain)$391 $1,490 $177 $(107)$85 $(95)$(15)$(198)$638 $1,090 
Amortization of actuarial gain (loss) and
prior service cost
(94)(140)(12)(14)(29)(54)78 (57)(199)
Current year prior service cost (credit) — 4  —  — 4 
Amounts recognized in OCI$297 $1,350 $169 $(118)$56 $(149)$63 $(189)$585 $894 
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.
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 plans'plans’ 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 20222024 by asset category for the Qualified Pension Plan, Non-U.S. Pension Plans, and Nonqualified and Other Pension Plans are presented in the table below. Equity securities for the Qualified Pension Plan include common stock of the Corporation in the amounts of $398$299 million (1.80(1.69 percent of total plan assets) and $274$296 million (1.26(1.72 percent of total plan assets) at December 31, 20212023 and 2020.2022.
20222024 Target Allocation
Percentage
Asset CategoryQualified
Pension Plan
Non-U.S.
Pension Plans
Nonqualified
and Other
Pension Plans
Equity securities15 - 50%45%0 - 25%20%0 - 5%
Debt securities4540 - 80%40 - 70%75%95 - 100%
Real estate0 - 10%0 - 15%0 - 5%
Other0 - 5%10%10 - 40%0 - 5%
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, 20212023 and 20202022 are summarized in the Fair Value Measurements table.
147Bank of America146


Fair Value MeasurementsFair Value Measurements
Fair Value Measurements
Fair Value Measurements
Level 1
Level 1Level 2Level 3TotalLevel 1Level 2Level 3Total
Level 1
Level 1Level 2Level 3TotalLevel 1Level 2Level 3Total
(Dollars in millions)(Dollars in millions)December 31, 2021December 31, 2020(Dollars in millions)December 31, 2023December 31, 2022
Money market and interest-bearing cash
Money market and interest-bearing cash
Money market and interest-bearing cashMoney market and interest-bearing cash$1,339 $ $ $1,339 $1,380 $— $— $1,380 
U.S. government and government agency obligationsU.S. government and government agency obligations4,948 934 6 5,888 4,590 1,238 5,835 
Corporate debtCorporate debt 4,900  4,900 — 5,021 — 5,021 
Non-U.S. debt securitiesNon-U.S. debt securities925 1,165  2,090 1,021 1,122 — 2,143 
Asset-backed securitiesAsset-backed securities 1,485  1,485 — 1,967 — 1,967 
Mutual and exchange traded funds1,395   1,395 1,362 — — 1,362 
Mutual and exchange-traded funds
Collective investment fundsCollective investment funds 3,419  3,419 — 3,199 — 3,199 
Common and preferred stocksCommon and preferred stocks4,826   4,826 4,438 — — 4,438 
Real estate investment trustsReal estate investment trusts87   87 73 — — 73 
Participant loansParticipant loans  7 7 — — 
Other investments (1)
Other investments (1)
Other investments (1)
Other investments (1)
1 29 630 660 29 684 714 
Total plan investment assets, at fair value (2)
Total plan investment assets, at fair value (2)
$13,521 $11,932 $643 $26,096 $12,865 $12,576 $698 $26,139 
(1)Other investments includes insurance annuity contracts of $612$404 million and $664$390 million and other various investments of $48$71 million and $50$44 million at December 31, 20212023 and 2020.2022.
(2)At December 31, 20212023 and 2020,2022, excludes $1.7 billion and $1.6$1.9 billion of certain investments that are measured at fair value using the net asset value per share (or its equivalent) as a practical expedient and are not required to be classified in the fair value hierarchy. Prior period has been revised to conform to current-period presentation.
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 2021, 20202023, 2022 and 2019.2021.
Level 3 Fair Value MeasurementsLevel 3 Fair Value Measurements
Level 3 Fair Value Measurements
Level 3 Fair Value Measurements
Balance
January 1
Actual Return on
Plan Assets Still
Held at the
Reporting Date
Purchases, Sales and SettlementsBalance
December 31
Balance
January 1
Actual Return on
Plan Assets Still
Held at the
Reporting Date
Purchases, Sales and SettlementsBalance
December 31
(Dollars in millions)(Dollars in millions)2021(Dollars in millions)2023
U.S. government and government agency obligationsU.S. government and government agency obligations$7 $ $(1)$6 
Participant LoansParticipant Loans7   7 
Participant Loans
Participant Loans
Other investmentsOther investments684 (5)(49)630 
TotalTotal$698 $(5)$(50)$643 
20202022
U.S. government and government agency obligationsU.S. government and government agency obligations$$— $(1)$
Participant LoansParticipant Loans— (1)
Participant Loans
Participant Loans
Other investmentsOther investments628 50 684 
TotalTotal$644 $$48 $698 
2021
2021
2021
U.S. government and government agency obligations
2019
U.S. government and government agency obligations$$— $(1)$
Private real estate— (5)— 
Participant loans
Participant loans
Participant loansParticipant loans12 — (4)
Other investmentsOther investments576 46 628 
TotalTotal$602 $$36 $644 
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
Projected Benefit Payments
(Dollars in millions)(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)
2022$948 $134 $239 $78 
2023938 142 244 74 
(Dollars in millions)
(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)
20242024949 135 225 71 
20252025936 142 223 67 
20262026941 140 218 64 
2027 - 20314,395 668 940 275 
2027
2028
2029 - 2033
(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.

147Bank of America148


Defined Contribution Plans
The Corporation maintains qualified and non-qualifiednonqualified defined contribution retirement plans. The Corporation recorded expense of $1.2 billion in both2023, 2022 and 2021 and 2020 and $1.0 billion in 2019 related to the qualified defined contribution plans. At December 31, 20212023 and 2020, 1732022, 178 million and 189179 million shares of the Corporation’s common stock were held by these plans. Payments to the plans for dividends on common stock were $166 million, $153 million and $139 million $138 millionin 2023, 2022 and $133 million in 2021, 2020 and 2019, respectively.
Certain non-U.S. employees are covered under defined contribution pension plans that are separately administered in accordance with local laws.
NOTE 18 Stock-based Compensation Plans
The Corporation administers a number of equity compensation plans, with awards being granted predominantly from the Bank of America Key EmployeeCorporation Equity Plan (KEEP)(BACEP). On April 20, 2021, Bank of America’s shareholders approved the amendment and restatement of the KEEP, changing its name to the “Bank of America Corporation Equity Plan” and increasing the number of shares available for grant by 115 million. Subsequent to the amendment and restatement, 715Under this plan, 790 million shares of the Corporation’s common stock are authorized to be used for grants of awards under this plan.awards.
During 20212023 and 2020,2022, the Corporation granted 99115 million and 86102 million RSU awardsRSUs to certain employees under the KEEP.BACEP. These RSUs were authorized to settle predominantly in shares of common stock of the 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 theThe RSUs granted in 20212023 and 2020, 81 million and 29 million will generally2022 predominantly vest over four years and 18 million and 57 million will vest over three years. The four-year awards vest primarily in one-fourth increments on each of the first four anniversaries of the grant date while the three-year awards vest primarily 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. Of the RSUs granted in 20212023 and 2020 that vest over four years, 272022, 42 million and 2539 million do not include retirement eligibility. For all other RSUs granted to employees who are retirement eligible, they are deemed authorized as of the beginning of the year preceding the grant date when the incentive award plans are generally approved. As a result, the estimated value is expensed ratably over the year preceding the grant date. The compensation cost for the stock-based plans was $3.0$3.1 billion, $2.1$2.9 billion and $2.1$3.0 billion, and the related income tax benefit was $733 million, $697 million and $723 million $505 millionfor 2023, 2022 and $511 million for 2021, 2020 and 2019, respectively. At December 31, 2021,2023, there was an estimated $2.3$4.0 billion of total unrecognized compensation cost related to certain share-based compensation awards that is expected to be recognized generally over a period of up to four years, with a weighted-average period of 2.42.5 years.

Restricted Stock and Restricted Stock Units
The total fair value of restricted stock and restricted stock units vested in 2023, 2022 and 2021 2020 and 2019 was $2.3$2.6 billion, $2.3$3.4 billion and $2.6$2.3 billion, respectively. The table below presents the status at December 31, 20212023 of the share-settled restricted stock and restricted stock units and changes during 2021.2023.
 Stock-settled Restricted Stock and Restricted Stock Units
Shares/UnitsWeighted-
average Grant Date Fair Value
Outstanding at January 1, 2021167,953,229 $30.60 
Granted96,804,487 32.32 
Vested(69,337,350)30.19 
Canceled(10,369,524)32.58 
Outstanding at December 31, 2021185,050,842 31.54 
Cash-settled Restricted Units
At December 31, 2021, approximately 2 million cash-settled restricted units remain outstanding. In 2021, 2020 and 2019, the amount of cash paid to settle the RSUs that vested was $72 million, $81 million and $84 million, respectively.
Stock-settled Restricted Stock and Restricted Stock Units
Shares/UnitsWeighted-
average Grant Date Fair Value
Outstanding at January 1, 2023202,559,798 $38.60 
Granted112,616,369 33.88 
Vested(72,958,812)35.94 
Canceled(8,707,200)38.30 
Outstanding at December 31, 2023233,510,155 37.17 
NOTE 19 Income Taxes
The components of income tax expense for 2021, 20202023, 2022 and 20192021 are presented in the table below.
Income Tax ExpenseIncome Tax Expense
Income Tax Expense
Income Tax Expense
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202320222021
Current income tax expenseCurrent income tax expense   Current income tax expense  
U.S. federalU.S. federal$1,076 $1,092 $1,136 
U.S. state and localU.S. state and local775 1,076 901 
Non-U.S. Non-U.S. 985 670 852 
Total current expenseTotal current expense2,836 2,838 2,889 
Deferred income tax expenseDeferred income tax expense   Deferred income tax expense  
U.S. federalU.S. federal962 (799)2,001 
U.S. state and localU.S. state and local491 (233)223 
Non-U.S. Non-U.S. (2,291)(705)211 
Total deferred expenseTotal deferred expense(838)(1,737)2,435 
Total income tax expenseTotal income tax expense$1,998 $1,101 $5,324 
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 an expense of $892 million in 2023 and a benefit of $4.9 billion and $877 million in 20212022 and expense of $1.5 billion, and $1.9 billion2021. The increase in 2020 and 2019.the federal deferred tax benefit was primarily driven by increased tax attribute carryforwards related to the Corporation’s tax-advantaged investments.
Income tax expense for 2021, 20202023, 2022 and 20192021 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 2021, 20202023, 2022 and 2019.2021. 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 2021, 20202023, 2022 and 20192021 are presented in the following table.
149Bank of America148


Reconciliation of Income Tax ExpenseReconciliation of Income Tax Expense
Reconciliation of Income Tax Expense
Reconciliation of Income Tax Expense
AmountPercentAmountPercentAmountPercentAmountPercentAmountPercentAmountPercent
(Dollars in millions)(Dollars in millions)202120202019(Dollars in millions)202320222021
Expected U.S. federal income tax expenseExpected U.S. federal income tax expense$7,135 21.0 %$3,989 21.0 %$6,878 21.0 %Expected U.S. federal income tax expense$5,952 21.0 21.0 %$6,504 21.0 21.0 %$7,135 21.0 21.0 %
Increase (decrease) in taxes resulting from:Increase (decrease) in taxes resulting from:
State tax expense, net of federal benefitState tax expense, net of federal benefit1,087 3.2 728 3.8 1,283 3.9 
State tax expense, net of federal benefit
State tax expense, net of federal benefit
Affordable housing/energy/other creditsAffordable housing/energy/other credits(3,795)(11.2)(2,869)(15.1)(2,365)(7.2)
Tax-exempt income, including dividends
Tax law changesTax law changes(2,050)(6.0)(699)(3.7)— — 
Tax-exempt income, including dividends(352)(1.0)(346)(1.8)(433)(1.3)
Changes in prior-period UTBs, including interestChanges in prior-period UTBs, including interest(155)(0.5)(41)(0.2)(613)(1.9)
Rate differential on non-U.S. earnings
Nondeductible expensesNondeductible expenses206 0.6 324 1.7 290 0.9 
Rate differential on non-U.S. earnings45 0.1 218 1.1 504 1.5 
OtherOther(123)(0.3)(203)(1.0)(220)(0.6)
Total income tax expenseTotal income tax expense$1,998 5.9 %$1,101 5.8 %$5,324 16.3 %
Total income tax expense
Total income tax expense$1,827 6.4 %$3,441 11.1 %$1,998 5.9 %
Tax Law changes reflect the impact of certain state legislative enactments in 2023 of approximately $137 million and the 2022 and 2021 U.K. enacted corporate income tax rate changes, which resulted in a negative tax adjustment of approximately $186 million in 2022 and a positive income tax adjustment of approximately $2.0 billion in 2021, with corresponding adjustments of U.K. net deferred tax assets. The U.K. net deferred tax assets are primarily net operating losses (NOLs), incurred by the Corporation’s U.K. broker-dealer entity in historical periods, which do not expire under U.K. tax law and are assessed regularly for impairment. If further U.K. tax law changes are enacted, a corresponding income tax adjustment will be made based on the amount of available net deferred tax assets and applicable tax rate changes.
Tax credits originate from investments in affordable housing and renewable energy partnerships and similar entities. Significant increases in the tax credits recognized over the last three annual periods have been primarily driven by the Corporation’s continued growth in the volume of investments in wind and solar energy production facilities, consistent with the Corporation’s commitment to support the transition to a lower carbon economy. For more information, see Note 6 – Securitizations and Other Variable Interest Entities.
The reconciliation of the beginning unrecognized tax benefits (UTB) balance to the ending balance is presented in the table below.
Reconciliation of the Change in Unrecognized Tax Benefits
Reconciliation of the Change in Unrecognized Tax Benefits
Reconciliation of the Change in Unrecognized Tax Benefits
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202320222021
Balance, January 1Balance, January 1$1,340 $1,175 $2,197 
Increases related to positions taken during the current yearIncreases related to positions taken during the current year208 238 238 
Increases related to positions taken during prior years (1)
Increases related to positions taken during prior years (1)
265 99 401 
Decreases related to positions taken during prior years (1)
Decreases related to positions taken during prior years (1)
(413)(172)(1,102)
SettlementsSettlements(23)— (541)
Expiration of statute of limitationsExpiration of statute of limitations(55)— (18)
Balance, December 31Balance, December 31$1,322 $1,340 $1,175 
(1)    The sum of the positions taken during prior years differs from the $(155)$(26) million, $(41)$(273) million and $(613)$(155) million in the Reconciliation of Income Tax Expense table due to temporary items, state items and jurisdictional offsets, as well as the inclusion of interest in the Reconciliation of Income Tax Expense table.

At December 31, 2021, 20202023, 2022 and 2019,2021, the balance of the Corporation’s UTBs which would, if recognized, affect the Corporation’s effective tax rate was $959$671 million, $976$709 million and $814$959 million, 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.
It is reasonably possible that the UTB balance may decrease by as much as $398$109 million during the next 12 months, since resolved items will be removed from the balance whether their resolution results in payment or recognition.
The Corporation recognized an interest expense of $35 million in 2023 and interest benefit of $50 million in 2022 and interest expense of $32 million and $9 million in 2021 and 2020 and an interest benefit of $19 million in 2019.2021. At December 31, 20212023 and 2020,2022, the Corporation’s accrual for interest and penalties that related to income taxes, net of taxes and remittances, was $167$134 million and $130$107 million.
The Corporation files income tax returns in more than 100 statestates 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 table below summarizes the status of examinations by major jurisdiction for the Corporation and various subsidiaries at December 31, 2021.2023.
Tax Examination Status
Years under
Examination (1)
Status at
December 31, 20212023
United States2017-2021Field Examination
California2012-20142015-2017AppealsField Examination
California2015-20172018-2021Field ExaminationTo begin in 2024
New York2016-20182019-2021Field Examination
United Kingdom (2)
20192021Field Examination
(1)    All tax years subsequent to the years shown remain subject to examination.
(2) Field examination for tax year 20202022 to begin in 2022.2024.
Significant components of the Corporation’s net deferred tax assets and liabilities at December 31, 20212023 and 20202022 are presented in the table below.
Deferred Tax Assets and Liabilities
 December 31
(Dollars in millions)20212020
Deferred tax assets  
Net operating loss carryforwards$9,360 $7,717 
Allowance for credit losses3,097 4,701 
Security, loan and debt valuations2,746 2,571 
Lease liability2,508 2,400 
Accrued expenses1,626 1,481 
Employee compensation and retirement benefits1,392 1,582 
Credit carryforwards705 484 
Other1,160 1,412 
Gross deferred tax assets22,594 22,348 
Valuation allowance(1,988)(2,346)
Total deferred tax assets, net of valuation
   allowance
20,606 20,002 
  
Deferred tax liabilities
Equipment lease financing3,083 3,101 
Right-to-use asset2,358 2,296 
Fixed assets2,082 1,957 
ESG-related tax credit investments1,387 1,930 
Available-for-sale securities
1,016 1,701 
Other1,527 1,570 
Gross deferred tax liabilities11,453 12,555 
Net deferred tax assets$9,153 $7,447 

following table.
149Bank of America150


Deferred Tax Assets and Liabilities
 December 31
(Dollars in millions)20232022
Deferred tax assets  
Tax attribute carryforwards (1)
$11,084 $9,798 
Security, loan and debt valuations (2)
3,991 5,748 
Allowance for credit losses3,518 3,503 
Lease liability2,328 2,443 
Employee compensation and retirement benefits1,698 1,625 
Accrued expenses1,640 1,143 
Other1,475 1,371 
Gross deferred tax assets25,734 25,631 
Valuation allowance(2,108)(2,133)
Total deferred tax assets, net of valuation
   allowance
23,626 23,498 
  
Deferred tax liabilities
Equipment lease financing2,488 2,432 
Right-of-use asset2,180 2,303 
Tax credit investments1,884 1,759 
Fixed Assets789 1,200 
Other1,913 2,459 
Gross deferred tax liabilities9,254 10,153 
Net deferred tax assets$14,372 $13,345 
(1)Includes both net operating loss and tax credit carryforwards.
(2)Includes AFS debt securities.
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, 2021.2023.
Net Operating Loss and Tax Credit Carryforward Deferred Tax Assets
Net Operating Loss and Tax Credit Carryforward Deferred Tax Assets
Net Operating Loss and Tax Credit Carryforward Deferred Tax Assets
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(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.K. (1)
Net operating losses - U.K. (1)
$7,713 $— $7,713 None
Net operating losses - U.K. (1)
Net operating losses - U.K. (1)
$7,588 $— $7,588 None
Net operating losses - other non-U.S. Net operating losses - other non-U.S. 494 (253)241 VariousNet operating losses - other non-U.S. 235 (44)(44)191 191 VariousVarious
Net operating losses - U.S. states (2)
Net operating losses - U.S. states (2)
1,153 (610)543 Various
Net operating losses - U.S. states (2)
807 (471)(471)336 336 VariousVarious
General business creditsGeneral business credits1,557 — 1,557 Various
Foreign tax creditsForeign tax credits705 (705) After 2028Foreign tax credits897 (897)(897)  After 2028After 2028
(1)Represents U.K. broker-dealer net operating losses that 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 $1.5$1.0 billion and $772$597 million.
Management concluded that no valuation allowance was necessary to reduce the deferred tax assets related to the U.K. NOL carryforwards and U.S. federal and certain state NOL 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 such valuation allowance conclusions.
At December 31, 2021,2023, U.S. federal income taxes had not been provided on approximately $5.0 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 $1.0 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 and conducts a review of 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 become unobservable or observable in the current marketplace. 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 more information, see Note 21 – Fair Value Option.
Valuation Techniques
The following sections outline the valuation methodologies for the Corporation’s assets and 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 2021,2023, there were no significant 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, and 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. 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,
151 Bank of America


principally from reviewing the issuer’s financial statements and changes in credit ratings made by one or more rating agencies.
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
Bank of America 150


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 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, interest rates, 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.

151Bank of America152


Recurring Fair Value
Assets and liabilities carried at fair value on a recurring basis at December 31, 20212023 and 2020,2022, including financial instruments that the Corporation accounts for under the fair value option, are summarized in the following tables.
December 31, 2023
December 31, 2023
December 31, 2023
December 31, 2021
Fair Value Measurements
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)Level 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair ValueLevel 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair Value
AssetsAssets     Assets  
Time deposits placed and other short-term investmentsTime deposits placed and other short-term investments$707 $ $ $ $707 
Federal funds sold and securities borrowed or purchased under agreements to resellFederal funds sold and securities borrowed or purchased under agreements to resell 150,665   150,665 
Trading account assets:Trading account assets:     Trading account assets:  
U.S. Treasury and government agenciesU.S. Treasury and government agencies44,599 803   45,402 
Corporate securities, trading loans and otherCorporate securities, trading loans and other 31,601 2,110  33,711 
Equity securitiesEquity securities61,425 38,383 190  99,998 
Non-U.S. sovereign debtNon-U.S. sovereign debt3,822 25,612 396  29,830 
Mortgage trading loans, MBS and ABS:Mortgage trading loans, MBS and ABS:
U.S. government-sponsored agency guaranteed
U.S. government-sponsored agency guaranteed
U.S. government-sponsored agency guaranteedU.S. government-sponsored agency guaranteed 25,645 109  25,754 
Mortgage trading loans, ABS and other MBSMortgage trading loans, ABS and other MBS 10,967 1,418  12,385 
Total trading account assets (2)
Total trading account assets (2)
109,846 133,011 4,223  247,080 
Derivative assetsDerivative assets34,748 310,581 3,133 (313,118)35,344 
AFS debt securities:AFS debt securities:     AFS debt securities:  
U.S. Treasury and government agenciesU.S. Treasury and government agencies198,071 1,074   199,145 
Mortgage-backed securities:Mortgage-backed securities:     Mortgage-backed securities:  
AgencyAgency 46,339   46,339 
Agency-collateralized mortgage obligationsAgency-collateralized mortgage obligations 3,380   3,380 
Non-agency residentialNon-agency residential 267 316  583 
CommercialCommercial 19,604   19,604 
Non-U.S. securitiesNon-U.S. securities 11,933   11,933 
Other taxable securitiesOther taxable securities 2,690 71  2,761 
Other taxable securities
Other taxable securities
Tax-exempt securitiesTax-exempt securities 15,381 52  15,433 
Total AFS debt securitiesTotal AFS debt securities198,071 100,668 439  299,178 
Other debt securities carried at fair value:Other debt securities carried at fair value:
U.S. Treasury and government agencies
U.S. Treasury and government agencies
U.S. Treasury and government agenciesU.S. Treasury and government agencies575    575 
Non-agency residential MBSNon-agency residential MBS 343 242  585 
Non-agency residential MBS
Non-agency residential MBS
Non-U.S. and other securities
Non-U.S. and other securities
Non-U.S. and other securitiesNon-U.S. and other securities2,580 5,155   7,735 
Total other debt securities carried at fair valueTotal other debt securities carried at fair value3,155 5,498 242  8,895 
Loans and leasesLoans and leases 7,071 748  7,819 
Loans held-for-saleLoans held-for-sale 4,138 317  4,455 
Other assets (3)
Other assets (3)
7,657 2,915 1,572  12,144 
Other assets (3)
Other assets (3)
Total assets (4)
Total assets (4)
Total assets (4)
Total assets (4)
$354,184 $714,547 $10,674 $(313,118)$766,287 
Liabilities
Liabilities
LiabilitiesLiabilities       
Interest-bearing deposits in U.S. officesInterest-bearing deposits in U.S. offices$ $408 $ $ $408 
Federal funds purchased and securities loaned or sold under agreements to repurchaseFederal funds purchased and securities loaned or sold under agreements to repurchase 139,641   139,641 
Trading account liabilities:Trading account liabilities:    
U.S. Treasury and government agenciesU.S. Treasury and government agencies19,826 313   20,139 
U.S. Treasury and government agencies
U.S. Treasury and government agencies
Equity securitiesEquity securities41,744 6,491   48,235 
Non-U.S. sovereign debtNon-U.S. sovereign debt10,400 13,781   24,181 
Corporate securities and otherCorporate securities and other 8,124 11  8,135 
Total trading account liabilities
Total trading account liabilities
Total trading account liabilitiesTotal trading account liabilities71,970 28,709 11  100,690 
Derivative liabilitiesDerivative liabilities35,282 314,380 5,795 (317,782)37,675 
Short-term borrowingsShort-term borrowings 4,279   4,279 
Accrued expenses and other liabilitiesAccrued expenses and other liabilities8,359 3,130   11,489 
Long-term debtLong-term debt 28,633 1,075  29,708 
Total liabilities (4)
Total liabilities (4)
$115,611 $519,180 $6,881 $(317,782)$323,890 
(1)Amounts represent the impact of legally enforceable master netting agreements and also cash collateral held or placed with the same counterparties.
(2)Includes securities with a fair value of $10.6$18.0 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. Trading account assets also includes certain commodities inventory of $752$42 million that is accounted for at the lower of cost or net realizable value, which is the current selling price less any costs to sell.
(3)Includes MSRs, of $818 million which are classified as Level 3 assets.assets, of $970 million.
(4)Total recurring Level 3 assets were 0.340.29 percent of total consolidated assets, and total recurring Level 3 liabilities were 0.240.23 percent of total consolidated liabilities.
153Bank of America152


December 31, 2020
Fair Value Measurements
December 31, 2022
December 31, 2022
December 31, 2022
Fair Value Measurements
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)Level 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair ValueLevel 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair Value
AssetsAssets     Assets  
Time deposits placed and other short-term investmentsTime deposits placed and other short-term investments$1,649 $— $— $— $1,649 
Federal funds sold and securities borrowed or purchased under agreements to resell— 108,856 — — 108,856 
Federal funds sold and securities borrowed or purchased under agreements to resell (2)
Trading account assets:Trading account assets:     Trading account assets:  
U.S. Treasury and government agenciesU.S. Treasury and government agencies45,219 3,051 — — 48,270 
Corporate securities, trading loans and otherCorporate securities, trading loans and other— 22,817 1,359 — 24,176 
Equity securitiesEquity securities36,372 31,372 227 — 67,971 
Non-U.S. sovereign debtNon-U.S. sovereign debt5,753 20,884 354 — 26,991 
Mortgage trading loans, MBS and ABS:Mortgage trading loans, MBS and ABS:
U.S. government-sponsored agency guaranteedU.S. government-sponsored agency guaranteed— 21,566 75 — 21,641 
U.S. government-sponsored agency guaranteed
U.S. government-sponsored agency guaranteed
Mortgage trading loans, ABS and other MBSMortgage trading loans, ABS and other MBS— 8,440 1,365 — 9,805 
Total trading account assets (2)
87,344 108,130 3,380 — 198,854 
Total trading account assets (3)
Derivative assetsDerivative assets15,624 416,175 2,751 (387,371)47,179 
AFS debt securities:AFS debt securities:     AFS debt securities:  
U.S. Treasury and government agenciesU.S. Treasury and government agencies115,266 1,114 — — 116,380 
Mortgage-backed securities:Mortgage-backed securities:     Mortgage-backed securities:  
AgencyAgency— 61,849 — — 61,849 
Agency-collateralized mortgage obligationsAgency-collateralized mortgage obligations— 5,260 — — 5,260 
Non-agency residentialNon-agency residential— 631 378 — 1,009 
CommercialCommercial— 16,491 — — 16,491 
Non-U.S. securitiesNon-U.S. securities— 13,999 18 — 14,017 
Other taxable securitiesOther taxable securities— 2,640 71 — 2,711 
Other taxable securities
Other taxable securities
Tax-exempt securitiesTax-exempt securities— 16,598 176 — 16,774 
Total AFS debt securitiesTotal AFS debt securities115,266 118,582 643 — 234,491 
Other debt securities carried at fair value:Other debt securities carried at fair value:
U.S. Treasury and government agenciesU.S. Treasury and government agencies93 — — — 93 
U.S. Treasury and government agencies
U.S. Treasury and government agencies
Non-agency residential MBS
Non-agency residential MBS
Non-agency residential MBSNon-agency residential MBS— 506 267 — 773 
Non-U.S. and other securitiesNon-U.S. and other securities2,619 8,625 — — 11,244 
Non-U.S. and other securities
Non-U.S. and other securities
Total other debt securities carried at fair valueTotal other debt securities carried at fair value2,712 9,131 267 — 12,110 
Loans and leasesLoans and leases— 5,964 717 — 6,681 
Loans held-for-saleLoans held-for-sale— 1,349 236 — 1,585 
Other assets (3)
9,898 3,850 1,970 — 15,718 
Other assets (4)
Total assets (4)
$232,493 $772,037 $9,964 $(387,371)$627,123 
Total assets (5)
Total assets (5)
Total assets (5)
LiabilitiesLiabilities     
Liabilities
Liabilities  
Interest-bearing deposits in U.S. officesInterest-bearing deposits in U.S. offices$— $481 $— $— $481 
Federal funds purchased and securities loaned or sold under agreements to repurchase— 135,391 — — 135,391 
Federal funds purchased and securities loaned or sold under agreements to repurchase (2)
Trading account liabilities:Trading account liabilities:    
U.S. Treasury and government agencies
U.S. Treasury and government agencies
U.S. Treasury and government agenciesU.S. Treasury and government agencies9,425 139 — — 9,564 
Equity securitiesEquity securities38,189 4,235 — — 42,424 
Non-U.S. sovereign debtNon-U.S. sovereign debt5,853 8,043 — — 13,896 
Corporate securities and otherCorporate securities and other— 5,420 16 — 5,436 
Total trading account liabilitiesTotal trading account liabilities53,467 17,837 16 — 71,320 
Derivative liabilitiesDerivative liabilities14,907 412,881 6,219 (388,481)45,526 
Short-term borrowingsShort-term borrowings— 5,874 — — 5,874 
Accrued expenses and other liabilitiesAccrued expenses and other liabilities12,297 4,014 — — 16,311 
Long-term debtLong-term debt— 31,036 1,164 — 32,200 
Total liabilities (5)
Total liabilities (5)
$80,671 $607,514 $7,399 $(388,481)$307,103 
(1)Amounts represent the impact of legally enforceable derivative master netting agreements and also cash collateral held or placed with the same counterparties.
(2)Amounts have been netted by $221.7 billion to reflect the application of legally enforceable master netting agreements.
(3)Includes securities with a fair value of $16.8$16.6 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. Trading account assets also includes certain commodities inventory of $576$40 million that is accounted for at the lower of cost or net realizable value, which is the current selling price less any costs to sell.
(3)(4)Includes MSRs, of $1.0 billion which are classified as Level 3 assets.assets, of $1.0 billion.
(4)(5)Total recurring Level 3 assets were 0.35 percent of total consolidated assets, and total recurring Level 3 liabilities were 0.290.25 percent of total consolidated liabilities.


153Bank of America154


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 2021, 20202023, 2022 and 2019,2021, including net realized and unrealized gains (losses) included in earnings and accumulated OCI. Transfers into Level 3 occur primarily due to decreased price observability, and
transfers out of Level 3 occur primarily due to increased price observability. 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.
Level 3 – Fair Value Measurements (1)
Level 3 – Fair Value Measurements (1)
Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
Level 3 – Fair Value Measurements (1)
Balance
January 1
Balance
January 1
Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
(Dollars in millions)
(Dollars in millions)
Balance
January 1
Total Realized/Unrealized Gains (Losses) in Net
Income (2)
Gains
(Losses)
in OCI
(3)
PurchasesSalesIssuancesSettlementsGross
Transfers
into
Level 3 
Gross
Transfers
out of
Level 3 
Balance
December 31
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
(Dollars in millions)

PurchasesSalesIssuancesSettlementsGross
Transfers
into
Level 3 
Year Ended December 31, 2021
Year Ended December 31, 2023
Federal funds sold and securities borrowed or purchased under agreements to resell
Federal funds sold and securities borrowed or purchased under agreements to resell
Federal funds sold and securities borrowed or purchased under agreements to resell
Trading account assets:Trading account assets:   
Corporate securities, trading loans and other
Corporate securities, trading loans and other
Corporate securities, trading loans and otherCorporate securities, trading loans and other$1,359 $(17)$ $765 $(437)$ $(327)$1,218 $(451)$2,110 $(79)
Equity securitiesEquity securities227 (18) 103 (68)  112 (166)190 (44)
Non-U.S. sovereign debtNon-U.S. sovereign debt354 31 (20)18   (13)26  396 34 
Mortgage trading loans, ABS and other MBS1,440 (58) 518 (721)7 (167)771 (263)1,527 (91)
Mortgage trading loans, MBS and ABS
Total trading account assetsTotal trading account assets3,380 (62)(20)1,404 (1,226)7 (507)2,127 (880)4,223 (180)
Net derivative assets (liabilities) (4)
Net derivative assets (liabilities) (4)
(3,468)927  521 (653) 293 (74)(208)(2,662)800 
AFS debt securities:AFS debt securities:  
Non-agency residential MBSNon-agency residential MBS378 (11)(111) (98) (45)304 (101)316 8 
Non-U.S. securities18 (4)  (10) (4)    
Other taxable securities71  (7)8     (1)71  
Non-agency residential MBS
Non-agency residential MBS
Non-U.S. and other taxable securities
Non-U.S. and other taxable securities
Non-U.S. and other taxable securities
Tax-exempt securitiesTax-exempt securities176 20     (2) (142)52 (19)
Total AFS debt securitiesTotal AFS debt securities643 5 (118)8 (108) (51)304 (244)439 (11)
Other debt securities carried at fair value – Non-agency residential MBSOther debt securities carried at fair value – Non-agency residential MBS267 1   (45) (37)101 (45)242 10 
Loans and leases (5,6)
Loans and leases (5,6)
717 62  59 (13)70 (180)46 (13)748 65 
Loans held-for-sale (5,6)
Loans held-for-sale (5,6)
236 13 (6)132 (1) (79)26 (4)317 18 
Other assets (6,7)
Other assets (6,7)
1,970 7 3 26 (202)144 (383)9 (2)1,572 3 
Trading account liabilities – Equity securities
Trading account liabilities – Equity securities
Trading account liabilities – Equity securities
Trading account liabilities – Corporate securities
and other
Trading account liabilities – Corporate securities
and other
(16)6    (1)   (11) 
Short-term borrowings (5)
Accrued expenses and other liabilities (5)
Long-term debt (5)
Long-term debt (5)
(1,164)(92)13 (6)15 (12)98 (65)138 (1,075)(113)
Year Ended December 31, 2020
Year Ended December 31, 2022
Year Ended December 31, 2022
Year Ended December 31, 2022
Trading account assets:Trading account assets:    
Trading account assets:
Trading account assets:
Corporate securities, trading loans and other
Corporate securities, trading loans and other
Corporate securities, trading loans and otherCorporate securities, trading loans and other$1,507 $(138)$(1)$430 $(242)$10 $(282)$639 $(564)$1,359 $(102)
Equity securitiesEquity securities239 (43)— 78 (53)— (3)58 (49)227 (31)
Non-U.S. sovereign debtNon-U.S. sovereign debt482 45 (46)76 (61)— (39)150 (253)354 47 
Mortgage trading loans, ABS and other MBS1,553 (120)(3)577 (746)11 (96)757 (493)1,440 (92)
Mortgage trading loans, MBS and ABS
Total trading account assetsTotal trading account assets3,781 (256)(50)1,161 (1,102)21 (420)1,604 (1,359)3,380 (178)
Net derivative assets (liabilities) (4)
Net derivative assets (liabilities) (4)
(2,538)(235)— 120 (646)— (112)(235)178 (3,468)(953)
AFS debt securities:AFS debt securities:   
Non-agency residential MBSNon-agency residential MBS424 (2)23 (54)— (44)158 (130)378 (2)
Non-U.S. securities— — (1)— (1)17 — 18 
Other taxable securities65 — — (4)— — — 71 — 
Non-agency residential MBS
Non-agency residential MBS
Non-U.S. and other taxable securities
Non-U.S. and other taxable securities
Non-U.S. and other taxable securities
Tax-exempt securitiesTax-exempt securities108 (21)— — — (169)265 (10)176 (20)
Total AFS debt securitiesTotal AFS debt securities599 (22)32 (59)— (214)441 (140)643 (21)
Other debt securities carried at fair value – Non-agency residential MBSOther debt securities carried at fair value – Non-agency residential MBS299 26 — — (180)— (24)190 (44)267 
Loans and leases (5,6)
Loans and leases (5,6)
693 (4)— 145 (76)22 (161)98 — 717 
Loans held-for-sale (5,6)
Loans held-for-sale (5,6)
375 26 (28)— (489)691 (119)93 (313)236 (5)
Other assets (6,7)
Other assets (6,7)
2,360 (288)178 (4)224 (506)(2)1,970 (374)
Trading account liabilities – Equity securities(2)— — — — — — — — 
Trading account liabilities – Corporate securities
and other
Trading account liabilities – Corporate securities
and other
(15)— (7)(3)— — — (16)— 
Trading account liabilities – Corporate securities
and other
Trading account liabilities – Corporate securities
and other
Short-term borrowings (5)
Accrued expenses and other liabilities (5)
Long-term debt (5)
Long-term debt (5)
(1,149)(46)(104)— (47)218 (52)14 (1,164)(5)
Long-term debt (5)
Long-term debt (5)
(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 - market making and similar activities and other income; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - market making and similar activities and other income primarily related to MSRs; Short-term borrowings - market making and similar activities; Accrued expenses and other liabilities - market making and similar activities and other income; Long-term debt - market making and similar activities.
(3)Includes unrealized gains (losses) in OCI on AFS debt securities, foreign currency translation adjustments, derivatives designated in cash flow hedges and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. Amounts include net unrealized gains (losses) of $(324) million and $28 million related to financial instruments still held at December 31, 2023 and 2022.
(4)Net derivative assets (liabilities) include derivative assets of $3.4 billion and $3.2 billion and derivative liabilities of $5.9 billion and $6.1 billion at December 31, 2023 and 2022.
(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.
155 Bank of America


Level 3 – Fair Value Measurements (1)
(Dollars in millions)Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlements
Year Ended December 31, 2021
Trading account assets:      
Corporate securities, trading loans and other$1,359 $(17)$— $765 $(437)$— $(327)$1,218 $(451)$2,110 $(79)
Equity securities227 (18)— 103 (68)— — 112 (166)190 (44)
Non-U.S. sovereign debt354 31 (20)18 — — (13)26 — 396 34 
Mortgage trading loans, MBS and ABS1,440 (58)— 518 (721)(167)771 (263)1,527 (91)
Total trading account assets3,380 (62)(20)1,404 (1,226)(507)2,127 (880)4,223 (180)
Net derivative assets (liabilities) (4)
(3,468)927 — 521 (653)— 293 (74)(208)(2,662)800 
AFS debt securities:       
Non-agency residential MBS378 (11)(111)— (98)— (45)304 (101)316 
Non-U.S. and other taxable securities89 (4)(7)(10)— (4)— (1)71 — 
Tax-exempt securities176 20 — — — — (2)— (142)52 (19)
Total AFS debt securities643 (118)(108)— (51)304 (244)439 (11)
Other debt securities carried at fair value - Non-agency residential MBS267 — — (45)— (37)101 (45)242 10 
Loans and leases (5,6)
717 62 — 59 (13)70 (180)46 (13)748 65 
Loans held-for-sale (5,6)
236 13 (6)132 (1)— (79)26 (4)317 18 
Other assets (6,7)
1,970 26 (202)144 (383)(2)1,572 
Trading account liabilities – Corporate securities and other(16)— — — (1)— — — (11)— 
Long-term debt (5)
(1,164)(92)13 (6)15 (12)98 (65)138 (1,075)(113)
(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 market making and similar activities; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - primarily market making and similar activities and other income related to MSRs; Long-term debt - market making and similar activities.
(3)Includes unrealized gains (losses)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. Amounts include net unrealized losses of $19 million and $41 million related to financial instruments still held at December 31, 2021 and 2020.2021.
(4)Net derivative assets (liabilities) include derivative assets of $3.1 billion and $2.8 billion and derivative liabilities of $5.8 billion and $6.2 billion at December 31, 2021 and 2020.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.

Bank of America 154156


Level 3 – Fair Value Measurements (1)
(Dollars in millions)Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlements
Year Ended December 31, 2019
Trading account assets:      
Corporate securities, trading loans and other$1,558 $105 $— $534 $(390)$18 $(578)$699 $(439)$1,507 $29 
Equity securities276 (12)— 38 (87)— (9)79 (46)239 (18)
Non-U.S. sovereign debt465 46 (12)— — (51)39 (6)482 47 
Mortgage trading loans, ABS and other MBS1,635 99 (2)662 (899)— (175)738 (505)1,553 26 
Total trading account assets3,934 238 (14)1,235 (1,376)18 (813)1,555 (996)3,781 84 
Net derivative assets (liabilities) (4,8)
(935)(37)— 298 (837)— (97)147 (1,077)(2,538)228 
AFS debt securities:       
Non-agency residential MBS597 13 64 — (73)— (40)206 (343)424 — 
Non-U.S. securities— — — — — — — — — 
Other taxable securities— — — — (5)61 — 65 — 
Tax-exempt securities— — — — — — — 108 — 108 — 
Total AFS debt securities606 15 64 — (73)— (45)375 (343)599 — 
Other debt securities carried at fair value - Non-agency residential MBS172 36 — — — — (17)155 (47)299 38 
Loans and leases (5,6)
338 — — 230 (35)217 (57)— — 693 (1)
Loans held-for-sale (5,6)
542 48 (6)12 (71)36 (245)59 — 375 22 
Other assets (6,7)
2,932 (81)19 — (10)179 (683)(1)2,360 (267)
Trading account liabilities – Equity securities— (2)— — — — — — — (2)(2)
Trading account liabilities – Corporate securities and other(18)— (1)(3)(1)— — — (15)— 
Long-term debt (5,8)
(817)(59)(64)— — (40)180 (350)(1,149)(55)
(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 market making and similar activities; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - predominantly other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - primarily other income related to MSRs; Long-term debt - market making and similar activities.   
(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. Amounts include net unrealized gains of $3 million related to financial instruments still held at December 31, 2019.
(4)Net derivative assets (liabilities) include derivative assets of $2.2 billion and derivative liabilities of $4.8 billion at December 31, 2019.
(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.
(8)Transfers into long-term debt include a $1.4 billion transfer in of Level 3 derivative assets to reflect the Corporation's change to present bifurcated embedded derivatives with their respective host instruments.


155 Bank of America


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, 20212023 and 2020.2022.
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2021
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2023
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2023
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2023
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)InputsInputs
Financial InstrumentFinancial InstrumentFair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average (1)
Financial InstrumentFair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average (1)
Loans and Securities (2)
Loans and Securities (2)
Instruments backed by residential real estate assetsInstruments backed by residential real estate assets$1,269 Discounted cash flow, Market comparablesYield0% to 25%%
Trading account assets – Mortgage trading loans, ABS and other MBS338 Prepayment speed1% to 40% CPR19% CPR
Instruments backed by residential real estate assets
Instruments backed by residential real estate assets$538 Discounted cash flow, Market comparablesYield0% to 22%%
Trading account assets – Mortgage trading loans, MBS and ABSTrading account assets – Mortgage trading loans, MBS and ABS109 Prepayment speed1% to 42% CPR10% CPR
Loans and leasesLoans and leases373 Default rate0% to 3% CDR1% CDRLoans and leases87 Default rateDefault rate0% to 3% CDR1% CDR
AFS debt securities – Non-agency residentialAFS debt securities – Non-agency residential316 Discounted cash flow, Market comparablesPrice$0 to td68$92
AFS debt securities – Non-agency residential
AFS debt securities – Non-agency residential273 Price$0 to td15$70
Other debt securities carried at fair value – Non-agency residential
Other debt securities carried at fair value – Non-agency residential
Other debt securities carried at fair value – Non-agency residentialOther debt securities carried at fair value – Non-agency residential242 Loss severity0% to 43%13 %69 Loss severityLoss severity0% to 100%27 %
Instruments backed by commercial real estate assetsInstruments backed by commercial real estate assets$298 Discounted cash
flow
Yield0% to 25%%Instruments backed by commercial real estate assets$363 Discounted cash
flow
Discounted cash
flow
Yield0% to 25%12 %
Trading account assets – Corporate securities, trading loans and otherTrading account assets – Corporate securities, trading loans and other138 Price$0 to td01$57Trading account assets – Corporate securities, trading loans and other301 PricePrice$0 to td00$75
Trading account assets – Mortgage trading loans, ABS and other MBS77 
AFS debt securities – Other taxable securities71 
Loans held-for-sale12 
Trading account assets – Mortgage trading loans, MBS and ABS
Commercial loans, debt securities and other
Commercial loans, debt securities and other
Commercial loans, debt securities and otherCommercial loans, debt securities and other$4,212 Discounted cash flow, Market comparablesYield0% to 19%10 %$3,103 Discounted cash flow, Market comparablesDiscounted cash flow, Market comparablesYield5% to 59%13 %
Trading account assets – Corporate securities, trading loans and otherTrading account assets – Corporate securities, trading loans and other1,972 Prepayment speed10% to 20%16 %Trading account assets – Corporate securities, trading loans and other1,388 Prepayment speedPrepayment speed10% to 20%16 %
Trading account assets – Non-U.S. sovereign debtTrading account assets – Non-U.S. sovereign debt396 Default rate3% to 4%%Trading account assets – Non-U.S. sovereign debt396 Default rateDefault rate3% to 4%%
Trading account assets – Mortgage trading loans, ABS and other MBS1,112 Loss severity35% to 40%37 %
AFS debt securities – Tax-exempt securities52 Price$0 to td89$73
Trading account assets – Mortgage trading loans, MBS and ABSTrading account assets – Mortgage trading loans, MBS and ABS1,046 Loss severity35% to 40%37 %
AFS debt securities – Non-U.S. and other taxable securities
AFS debt securities – Non-U.S. and other taxable securities
AFS debt securities – Non-U.S. and other taxable securities103 PriceDiscounted cash flow, Market comparablesPrice$0 to td57$70
Loans and leasesLoans and leases375 Discounted cash flow, Market comparablesLong-dated equity volatilities45%n/a
Loans held-for-saleLoans held-for-sale305 
Loans held-for-sale
Loans held-for-sale
Other assets, primarily auction rate securities
Other assets, primarily auction rate securities
Other assets, primarily auction rate securitiesOther assets, primarily auction rate securities$754 Discounted cash flow, Market comparablesPricetd0 to $96$91$687 Discounted cash flow, Market comparablesDiscounted cash flow, Market comparablesPricetd0 to $95$85


Discount rate%n/a

Discount rate10 %n/a
MSRsMSRs$818 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years4 years
Weighted-average life, variable rate (5)
0 to 10 years3 years
MSRs
Option-adjusted spread, fixed rate7% to 14%%
Discounted cash
flow
Option-adjusted spread, variable rate9% to 15%12 %
MSRs$970 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years6 years
Weighted-average life, variable rate (5)
Weighted-average life, variable rate (5)
0 to 11 years3 years
Option-adjusted spread, fixed rateOption-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rateOption-adjusted spread, variable rate9% to 15%12 %
Structured liabilitiesStructured liabilities
Long-term debtLong-term debt$(1,075)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield0% to 19%18 %
Long-term debt
Long-term debt$(614)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield58%n/a
Equity correlationEquity correlation5% to 97%25 %
Equity correlation3% to 100%80 %
Price
Price
Price$0 to $100$90
Natural gas forward priceNatural gas forward price$1/MMBtu to $7/MMBtu$4 /MMBtu
Net derivative assets (liabilities)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Long-dated equity volatilities5% to 78%36 %
Credit derivatives
Price$0 to td25$82
Natural gas forward pricetd/MMBtu to $8/MMBtu$4 /MMBtu
Net derivative assets (liabilities)
Credit derivatives
Credit derivativesCredit derivatives$(104)Discounted cash flow, Stochastic recovery correlation modelCredit spreads7 to 155 bps61 bps$9 Discounted cash flow, Stochastic recovery correlation modelDiscounted cash flow, Stochastic recovery correlation modelCredit spreads2 to 79 bps59 bps
Upfront points16 to 100 points 68 points
Prepayment speed
Prepayment speed15% CPRn/a
Default rate2% CDRn/a
Prepayment speed
Discounted cash flow, Stochastic recovery correlation modelCredit correlation20% to 60%55 %
Price$0 to td20$53
Prepayment speed15% CPRn/a
Default rateDefault rate 2% CDRn/a
Credit correlationCredit correlation22% to 62%58 %
PricePrice$0 to $94$87
Equity derivativesEquity derivatives$(1,710)Equity correlation3% to 100%80 %Equity derivatives$(1,386)
Industry standard derivative pricing (3)
Industry standard derivative pricing (3)
Equity correlation0% to 99%67 %
Long-dated equity volatilities5% to 78%36 %
Long-dated equity volatilitiesLong-dated equity volatilities4% to 102%
Industry standard derivative pricing (3)
34 %
Commodity derivativesCommodity derivatives$(976)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward pricetd/MMBtu to $8/MMBtu$4 /MMBtuCommodity derivatives$(633)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward pricetd/MMBtu to $7/MMBtu$4 /MMBtu
Correlation65% to 85%76 %
Power forward price
Power forward price
Power forward price$21 to $91$42
Discounted cash flow, Industry standard derivative pricing (3)
Power forward pricetd1 to td03$32
Volatilities41% to 69%63 %
Interest rate derivativesInterest rate derivatives$128 Correlation (IR/IR)(1)% to 90%54 %
Correlation (FX/IR)(1)% to 58%44 %
Interest rate derivatives
Industry standard derivative pricing (4)
Long-dated inflation rates
 (10)% to 11%
%
Long-dated inflation volatilities0% to 2%%
Interest rate volatilities0% to 2%%
Interest rate derivatives$(484)
Industry standard derivative pricing (4)
Correlation (IR/IR)(35)% to 89%65 %
Correlation (FX/IR)Correlation (FX/IR)(25)% to 58%35 %
Long-dated inflation ratesLong-dated inflation rates
 (1)% to 11%
%
Long-dated inflation volatilitiesLong-dated inflation volatilities0% to 5%%
Interest rate volatilitiesInterest rate volatilities0% to 2%%
Industry standard derivative pricing (4)
Total net derivative assets (liabilities)Total net derivative assets (liabilities)$(2,662)
Total net derivative assets (liabilities)
Total net derivative assets (liabilities)
(1)For loans and securities, structured liabilities and net derivative assets (liabilities), 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 152:153: Trading account assets – Corporate securities, trading loans and other of $2.1$1.7 billion, Trading account assets – Non-U.S. sovereign debt of $396 million, Trading account assets – Mortgage trading loans, MBS and ABS of $1.5$1.2 billion, AFS debt securities of $439$376 million, Other debt securities carried at fair value - Non-agency residential of $242$69 million, Other assets, including MSRs, of $1.6$1.7 billion, Loans and leases of $748$93 million and LHFS of $317$164 million.
(3)Includes models such as Monte Carlo simulation and Black-Scholes.
(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.
(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 America156


Quantitative Information about Level 3 Fair Value Measurements at December 31, 2020
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2022
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2022
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2022
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)InputsInputs
Financial InstrumentFinancial InstrumentFair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average (1)
Financial InstrumentFair
Value
Valuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted Average (1)
Loans and Securities (2)
Loans and Securities (2)
Instruments backed by residential real estate assetsInstruments backed by residential real estate assets$1,543 Discounted cash
flow, Market comparables
Yield(3)% to 25%%
Trading account assets – Mortgage trading loans, ABS and other MBS467 Prepayment speed1% to 56% CPR20% CPR
Instruments backed by residential real estate assets
Instruments backed by residential real estate assets$852 Discounted cash
flow, Market comparables
Yield0% to 25%10 %
Trading account assets – Mortgage trading loans, MBS and ABSTrading account assets – Mortgage trading loans, MBS and ABS338 Prepayment speed0% to 29% CPR12% CPR
Loans and leasesLoans and leases431 Discounted cash
flow, Market comparables
Default rate0% to 3% CDR1% CDRLoans and leases137 Default rateDefault rate0% to 3% CDR1% CDR
AFS debt securities - Non-agency residentialAFS debt securities - Non-agency residential378 Price$0 to td68td10AFS debt securities - Non-agency residential258 PricePrice$0 to td11td6
Other debt securities carried at fair value - Non-agency residentialOther debt securities carried at fair value - Non-agency residential267 Loss severity0% to 47%18 %Other debt securities carried at fair value - Non-agency residential119 Loss severityLoss severity0% to 100%24 %
Instruments backed by commercial real estate assetsInstruments backed by commercial real estate assets$407 Yield0% to 25%%Instruments backed by commercial real estate assets$362 Discounted cash
flow
Discounted cash
flow
Yield0% to 25%10 %
Trading account assets – Corporate securities, trading loans and otherTrading account assets – Corporate securities, trading loans and other262 Price$0 to td00$52Trading account assets – Corporate securities, trading loans and other292 PricePrice$0 to td00$75
Trading account assets – Mortgage trading loans, ABS and other MBS43 Discounted cash
flow
AFS debt securities, primarily other taxable securities89 
Trading account assets – Mortgage trading loans, MBS and ABS
Loans held-for-saleLoans held-for-sale13 
Loans held-for-sale
Loans held-for-sale
Commercial loans, debt securities and other
Commercial loans, debt securities and other
Commercial loans, debt securities and otherCommercial loans, debt securities and other$3,066 Discounted cash flow, Market comparablesYield 0% to 26%%$4,348 Discounted cash flow, Market comparablesDiscounted cash flow, Market comparablesYield 5% to 43%15 %
Trading account assets – Corporate securities, trading loans and otherTrading account assets – Corporate securities, trading loans and other1,097 Prepayment speed10% to 20%14 %Trading account assets – Corporate securities, trading loans and other2,092 Prepayment speedPrepayment speed10% to 20%15 %
Trading account assets – Non-U.S. sovereign debtTrading account assets – Non-U.S. sovereign debt354 Default rate3% to 4%%Trading account assets – Non-U.S. sovereign debt518 Default rateDefault rate3% to 4%%
Trading account assets – Mortgage trading loans, ABS and other MBS930 Loss severity35% to 40%38 %
Trading account assets – Mortgage trading loans, MBS and ABSTrading account assets – Mortgage trading loans, MBS and ABS1,148 Loss severity35% to 40%38 %
AFS debt securities – Tax-exempt securitiesAFS debt securities – Tax-exempt securities176 Price $0 to td42$66AFS debt securities – Tax-exempt securities51 PricePrice $0 to td57$75
AFS debt securities – Non-U.S. and other taxable securities
Loans and leases
Loans and leases
Loans and leasesLoans and leases286 Discounted cash flow, Market comparablesLong-dated equity volatilities77%n/a
Loans held-for-saleLoans held-for-sale223 
Loans held-for-sale
Loans held-for-sale
Other assets, primarily auction rate securities
Other assets, primarily auction rate securities
Other assets, primarily auction rate securitiesOther assets, primarily auction rate securities$937 Pricetd0 to $97$91$779 Discounted cash flow, Market comparablesDiscounted cash flow, Market comparablesPricetd0 to $97$94


Discounted cash flow, Market comparablesDiscount rate8%n/a

Discount rate11%n/a
MSRsMSRs$1,033 
Weighted-average life, fixed rate (5)
0 to 13 years4 years
Discounted cash
flow
Weighted-average life, variable rate (5)
0 to 10 years3 years
Option-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rate9% to 15%12 %
MSRs
MSRs$1,020 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years6 years
Weighted-average life, variable rate (5)
Weighted-average life, variable rate (5)
0 to 12 years4 years
Option-adjusted spread, fixed rateOption-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rateOption-adjusted spread, variable rate9% to 15%12 %
Structured liabilitiesStructured liabilities
Long-term debtLong-term debt$(1,164)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield 0% to 11%%
Equity correlation 2% to 100%64 %
Long-dated equity volatilities7% to 64%32 %
Price$0 to td24$86
Natural gas forward pricetd/MMBtu to $4/MMBtu$3/MMBtu
Long-term debt
Long-term debt$(862)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield 22% to 43%23 %
Equity correlationEquity correlation 0% to 95%69 %
PricePrice$0 to td19$90
Natural gas forward priceNatural gas forward price$3/MMBtu to td3/MMBtu$9/MMBtu
Net derivative assets (liabilities)Net derivative assets (liabilities)
Credit derivativesCredit derivatives$(112)Discounted cash flow, Stochastic recovery correlation modelYield5%n/a
Credit derivatives
Credit derivatives$(44)Discounted cash flow, Stochastic recovery correlation modelCredit spreads3 to 63 bps22 bps
Upfront pointsUpfront points0 to 100 points 83 points
Upfront points0 to 100 points 75 points
Prepayment speed15% to 100% CPR22% CPR
Discounted cash flow, Stochastic recovery correlation modelDefault rate2% CDRn/a
Credit correlation21% to 64%57 %
Price$0 to td22$69
Prepayment speed
Prepayment speed
Prepayment speed15% CPRDiscounted cash flow, Stochastic recovery correlation modeln/a
Default rateDefault rate2% CDRn/a
Credit correlationCredit correlation18% to 53%44 %
PricePrice$0 to td51$63
Equity derivativesEquity derivatives$(1,904)
Industry standard derivative pricing (3)
Equity correlation2% to 100%64 %Equity derivatives$
Industry standard derivative pricing (3)
Equity correlation0% to 100%73 %
Long-dated equity volatilities7% to 64%32 %
Long-dated equity volatilitiesLong-dated equity volatilities4% to 101%
Industry standard derivative pricing (3)
44 %
Commodity derivativesCommodity derivatives$(1,426)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward pricetd/MMBtu to $4/MMBtu$3/MMBtuCommodity derivatives$(291)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward price$3/MMBtu to td3/MMBtu$8/MMBtu
Correlation39% to 85%73 %
Power forward pricePower forward price$9 to td23
Discounted cash flow, Industry standard derivative pricing (3)
$43
Discounted cash flow, Industry standard derivative pricing (3)
Volatilities23% to 70%39 %
Interest rate derivativesInterest rate derivatives$(26)Correlation (IR/IR)15% to 96%34 %
Correlation (FX/IR)0% to 46%%
Industry standard derivative pricing (4)
Long-dated inflation rates
G(7)% to 84%
14 %
Long-dated inflation volatilities0% to 1%%
Interest rates volatilities0% to 2%%
Interest rate derivatives
Interest rate derivatives$(1,024)
Industry standard derivative pricing (4)
Correlation (IR/IR)(35)% to 89%67 %
Correlation (FX/IR)Correlation (FX/IR)11% to 58%43 %
Long-dated inflation ratesLong-dated inflation rates
G0% to 39%
%
Long-dated inflation volatilitiesLong-dated inflation volatilities0% to 5%%
Interest rates volatilitiesInterest rates volatilities0% to 2%%
Total net derivative assets (liabilities)Total net derivative assets (liabilities)$(3,468)
(1)For loans and securities, structured liabilities and net derivative assets (liabilities), 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 153:154: Trading account assets – Corporate securities, trading loans and other of $1.4$2.4 billion, Trading account assets – Non-U.S. sovereign debt of $354$518 million, Trading account assets – Mortgage trading loans, MBS and ABS of $1.4$1.6 billion, AFS debt securities of $643$504 million, Other debt securities carried at fair value - Non-agency residential of $267$119 million, Other assets, including MSRs, of $2.0$1.8 billion, Loans and leases of $717$253 million and LHFS of $236$232 million.
(3)Includes models such as Monte Carlo simulation and Black-Scholes.
(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.
(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 America158


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 levels of aggregation and diversity within the products disclosed in the tables result in certain ranges of inputs being wide and unevenly distributed across asset and liability categories.
Uncertainty of Fair Value Measurements from Unobservable Inputs
Loans and SecuritiesLoan Commitments
A significant increaseThe 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 valuation approach, which factors in market yields, default rates, loss severities or duration would have resulted in a significantly lowerprepayment risk to determine the fair value for long positions. Short positions would have been impacted in a directionally opposite way. The impact of changes in prepayment speeds would have resulted in differing impacts depending on the seniorityMSRs. This approach consists of the instrumentprojecting servicing cash flows under multiple interest rate scenarios and in the case of CLOs, whether prepayments can be reinvested. A significant increase in price would have resulted in a significantly higher fair value for long positions, and short positions would have been impacted in a directionally opposite way.discounting these cash flows using risk-adjusted discount rates.
Structured Liabilities and Derivatives
For credit derivatives, a significant increase in market yield,
upfront points (i.e., a single upfront payment madeLoans Held-for-sale
The fair values of LHFS are based on quoted market prices, where available, or are determined by a protection buyer at inception),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, interest rates, 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 defaultin 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 or loss severities would have resulted in a significantly lowerapproximating the Corporation’s current origination rates for similar loans, adjusted to reflect the inherent credit risk.
Bank of America 152


Recurring Fair Value
Assets and liabilities carried at fair value on a recurring basis at December 31, 2023 and 2022, including financial instruments that the Corporation accounts 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 onunder the fair value varies depending onoption, are summarized in 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.following tables.
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.
Nonrecurring Fair Value
The Corporation holds certain assets that are measured at fair value only in certain situations (e.g., the impairment of an asset), 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 2021, 2020 and 2019.
Assets Measured at Fair Value on a Nonrecurring Basis
December 31, 2021December 31, 2020
(Dollars in millions)
 
Level 2Level 3Level 2Level 3
Assets   
Loans held-for-sale$634 $24 $1,020 $792 
Loans and leases (1)
 213 — 301 
Foreclosed properties (2, 3)
 5 — 17 
Other assets256 2,046 323 576 
Gains (Losses)
202120202019
Assets   
Loans held-for-sale$(44)$(79)$(14)
Loans and leases (1)
(60)(73)(81)
Foreclosed properties(2)(6)(9)
Other assets(492)(98)(2,145)
December 31, 2023
 Fair Value Measurements
(Dollars in millions)Level 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair Value
Assets     
Time deposits placed and other short-term investments$1,181 $ $ $ $1,181 
Federal funds sold and securities borrowed or purchased under agreements to resell 436,340  (303,287)133,053 
Trading account assets:     
U.S. Treasury and government agencies65,160 1,963   67,123 
Corporate securities, trading loans and other 41,462 1,689  43,151 
Equity securities47,431 41,380 187  88,998 
Non-U.S. sovereign debt5,517 21,195 396  27,108 
Mortgage trading loans, MBS and ABS:
U.S. government-sponsored agency guaranteed 38,802 2  38,804 
Mortgage trading loans, ABS and other MBS 10,955 1,215  12,170 
Total trading account assets (2)
118,108 155,757 3,489  277,354 
Derivative assets14,676 272,244 3,422 (251,019)39,323 
AFS debt securities:     
U.S. Treasury and government agencies176,764 902   177,666 
Mortgage-backed securities:     
Agency 37,812   37,812 
Agency-collateralized mortgage obligations 2,544   2,544 
Non-agency residential 109 273  382 
Commercial 10,435   10,435 
Non-U.S. securities1,093 21,679 103  22,875 
Other taxable securities 4,835   4,835 
Tax-exempt securities 10,100   10,100 
Total AFS debt securities177,857 88,416 376  266,649 
Other debt securities carried at fair value:
U.S. Treasury and government agencies1,690    1,690 
Non-agency residential MBS 211 69  280 
Non-U.S. and other securities1,786 6,447   8,233 
Total other debt securities carried at fair value3,476 6,658 69  10,203 
Loans and leases 3,476 93  3,569 
Loans held-for-sale 1,895 164  2,059 
Other assets (3)
8,052 2,152 1,657  11,861 
Total assets (4)
$323,350 $966,938 $9,270 $(554,306)$745,252 
Liabilities     
Interest-bearing deposits in U.S. offices$ $284 $ $ $284 
Federal funds purchased and securities loaned or sold under agreements to repurchase 481,896  (303,287)178,609 
Trading account liabilities:    
U.S. Treasury and government agencies14,908 65   14,973 
Equity securities51,772 4,710 12  56,494 
Non-U.S. sovereign debt9,390 6,997   16,387 
Corporate securities and other 7,637 39  7,676 
Total trading account liabilities76,070 19,409 51  95,530 
Derivative liabilities14,375 280,908 5,916 (257,767)43,432 
Short-term borrowings 4,680 10  4,690 
Accrued expenses and other liabilities8,969 2,483 21  11,473 
Long-term debt 42,195 614  42,809 
Total liabilities (4)
$99,414 $831,855 $6,612 $(561,054)$376,827 
(1)Amounts represent the impact of legally enforceable master netting agreements and also cash collateral held or placed with the same counterparties.
(2)Includes $24 million, $30 million and $36 millionsecurities with a fair value of losses on loans$18.0 billion that were written downsegregated in compliance with securities regulations or deposited with clearing organizations. This amount is included in the parenthetical disclosure on the Consolidated Balance Sheet. Trading account assets also includes certain commodities inventory of $42 million that is accounted for at the lower of cost or net realizable value, which is the current selling price less any costs to asell.
(3)Includes MSRs, which are classified as Level 3 assets, of $970 million.
(4)Total recurring Level 3 assets were 0.29 percent of total consolidated assets, and total recurring Level 3 liabilities were 0.23 percent of total consolidated liabilities.
153 Bank of America


December 31, 2022
Fair Value Measurements
(Dollars in millions)Level 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair Value
Assets     
Time deposits placed and other short-term investments$868 $— $— $— $868 
Federal funds sold and securities borrowed or purchased under agreements to resell (2)
— 146,999 — — 146,999 
Trading account assets:     
U.S. Treasury and government agencies58,894 212 — — 59,106 
Corporate securities, trading loans and other— 46,897 2,384 — 49,281 
Equity securities77,868 35,065 145 — 113,078 
Non-U.S. sovereign debt7,392 26,306 518 — 34,216 
Mortgage trading loans, MBS and ABS:
U.S. government-sponsored agency guaranteed— 28,563 34 — 28,597 
Mortgage trading loans, ABS and other MBS— 10,312 1,518 — 11,830 
Total trading account assets (3)
144,154 147,355 4,599 — 296,108 
Derivative assets14,775 380,380 3,213 (349,726)48,642 
AFS debt securities:     
U.S. Treasury and government agencies158,102 920 — — 159,022 
Mortgage-backed securities:     
Agency— 23,442 — — 23,442 
Agency-collateralized mortgage obligations— 2,221 — — 2,221 
Non-agency residential— 128 258 — 386 
Commercial— 6,407 — — 6,407 
Non-U.S. securities— 13,212 195 — 13,407 
Other taxable securities— 4,645 — — 4,645 
Tax-exempt securities— 11,207 51 — 11,258 
Total AFS debt securities158,102 62,182 504 — 220,788 
Other debt securities carried at fair value:
U.S. Treasury and government agencies561 — — — 561 
Non-agency residential MBS— 248 119 — 367 
Non-U.S. and other securities3,027 5,251 — — 8,278 
Total other debt securities carried at fair value3,588 5,499 119 — 9,206 
Loans and leases— 5,518 253 — 5,771 
Loans held-for-sale— 883 232 — 1,115 
Other assets (4)
6,898 897 1,799 — 9,594 
Total assets (5)
$328,385 $749,713 $10,719 $(349,726)$739,091 
Liabilities     
Interest-bearing deposits in U.S. offices$— $311 $— $— $311 
Federal funds purchased and securities loaned or sold under agreements to repurchase (2)
— 151,708 — — 151,708 
Trading account liabilities:    
U.S. Treasury and government agencies13,906 181 — — 14,087 
Equity securities36,937 4,825 — — 41,762 
Non-U.S. sovereign debt9,636 8,228 — — 17,864 
Corporate securities and other— 6,628 58 — 6,686 
Total trading account liabilities60,479 19,862 58 — 80,399 
Derivative liabilities15,431 376,979 6,106 (353,700)44,816 
Short-term borrowings— 818 14 — 832 
Accrued expenses and other liabilities7,458 2,262 32 — 9,752 
Long-term debt— 32,208 862 — 33,070 
Total liabilities (5)
$83,368 $584,148 $7,072 $(353,700)$320,888 
(1)Amounts represent the impact of legally enforceable derivative master netting agreements and also cash collateral value of zero during 2021, 2020 and 2019, respectively.held or placed with the same counterparties.
(2)Amounts arehave been netted by $221.7 billion to reflect the application of legally enforceable master netting agreements.
(3)Includes securities with a fair value of $16.6 billion that were segregated in compliance with securities regulations or deposited with clearing organizations. This amount is included in other assetsthe parenthetical disclosure on the Consolidated Balance Sheet and representSheet. Trading account assets also includes certain commodities inventory of $40 million that is accounted for at the carryinglower of cost or net realizable value, of foreclosed properties that were written down subsequentwhich is the current selling price less any costs 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.sell.
(3)(4)Excludes $52 millionIncludes MSRs, which are classified as Level 3 assets, of $1.0 billion.
(5)Total recurring Level 3 assets were 0.35 percent of total consolidated assets, and $119 milliontotal recurring Level 3 liabilities were 0.25 percent of properties acquired upon foreclosure of certain government-guaranteed loans (principally FHA-insured loans) at December 31, 2021 and 2020.total consolidated liabilities.

Bank of America 154


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 2023, 2022 and 2021, including net realized and unrealized gains (losses) included in earnings and accumulated OCI. Transfers into Level 3 occur primarily due to decreased price observability, and
transfers out of Level 3 occur primarily due to increased price observability. 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.
Level 3 – Fair Value Measurements (1)
Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
(Dollars in millions)

PurchasesSalesIssuancesSettlements
Year Ended December 31, 2023
Federal funds sold and securities borrowed or purchased under agreements to resell$— $— $— $— $— $— $— $$(7)$— $— 
Trading account assets:       
Corporate securities, trading loans and other2,384 144 2 453 (241)20 (1,029)385 (429)1,689 50 
Equity securities145 44  39 (52) (61)153 (81)187 (5)
Non-U.S. sovereign debt518 68 30 64 (23) (259) (2)396 70 
Mortgage trading loans, MBS and ABS1,552 (50) 263 (417) (241)436 (326)1,217 (71)
Total trading account assets4,599 206 32 819 (733)20 (1,590)974 (838)3,489 44 
Net derivative assets (liabilities) (4)
(2,893)179 (375)1,318 (1,281) (1,575)(8)2,141 (2,494)(857)
AFS debt securities:          
Non-agency residential MBS258 1 23    (9)  273 2 
Non-U.S. and other taxable securities195 10 7    (106)4 (7)103 2 
Tax-exempt securities51 1     (52)    
Total AFS debt securities504 12 30    (167)4 (7)376 4 
Other debt securities carried at fair value – Non-agency residential MBS119 (4)  (19) (6) (21)69 (3)
Loans and leases (5,6)
253 (9) 9 (54) (100)16 (22)93 (13)
Loans held-for-sale (5,6)
232 24 3  (25) (70)  164 13 
Other assets (6,7)
1,799 211 10 176 (326)104 (319)2  1,657 74 
Trading account liabilities – Equity securities 1     2 (15) (12)1 
Trading account liabilities – Corporate securities
   and other
(58)(3) (3)(1)(1)24 (35)38 (39)(9)
Short-term borrowings (5)
(14)1   (13)(8)24   (10)(1)
Accrued expenses and other liabilities (5)
(32)21  (11)    1 (21)4 
Long-term debt (5)
(862)179 (26)(9)50  47  7 (614)183 
Year Ended December 31, 2022
Trading account assets:     
Corporate securities, trading loans and other$2,110 $(52)$(2)$1,069 $(384)$— $(606)$1,023 $(774)$2,384 $(78)
Equity securities190 (3)— 45 (25)— (4)38 (96)145 (6)
Non-U.S. sovereign debt396 59 16 54 (4)— (68)75 (10)518 56 
Mortgage trading loans, MBS and ABS1,527 (254)— 729 (665)— (112)536 (209)1,552 (152)
Total trading account assets4,223 (250)14 1,897 (1,078)— (790)1,672 (1,089)4,599 (180)
Net derivative assets (liabilities) (4)
(2,662)551 — 319 (830)— 294 (180)(385)(2,893)259 
AFS debt securities:       
Non-agency residential MBS316 — (35)— (8)— (75)73 (13)258 — 
Non-U.S. and other taxable securities71 10 (10)126 — — (22)311 (291)195 
Tax-exempt securities52 — — — — (3)— 51 — 
Total AFS debt securities439 10 (44)126 (8)— (100)385 (304)504 
Other debt securities carried at fair value – Non-agency residential MBS242 (19)— — — — (111)30 (23)119 14 
Loans and leases (5,6)
748 (45)— — (154)82 (129)— (249)253 (21)
Loans held-for-sale (5,6)
317 171 (6)— (271)— 232 19 
Other assets (6,7)
1,572 305 (21)39 (35)208 (271)(3)1,799 213 
Trading account liabilities – Corporate securities
   and other
(11)— (4)— — (2)(46)— (58)1 
Short-term borrowings (5)
— — — (17)— — (3)(14)
Accrued expenses and other liabilities (5)
— (23)— (9)— — — — — (32)(7)
Long-term debt (5)
(1,075)(197)82 — 14 (1)57 (24)282 (862)(200)
(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 - market making and similar activities and other income; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - market making and similar activities and other income primarily related to MSRs; Short-term borrowings - market making and similar activities; Accrued expenses and other liabilities - market making and similar activities and other income; Long-term debt - market making and similar activities.
(3)Includes unrealized gains (losses) in OCI on AFS debt securities, foreign currency translation adjustments, derivatives designated in cash flow hedges and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. Amounts include net unrealized gains (losses) of $(324) million and $28 million related to financial instruments still held at December 31, 2023 and 2022.
(4)Net derivative assets (liabilities) include derivative assets of $3.4 billion and $3.2 billion and derivative liabilities of $5.9 billion and $6.1 billion at December 31, 2023 and 2022.
(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.
155 Bank of America


Level 3 – Fair Value Measurements (1)
(Dollars in millions)Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlements
Year Ended December 31, 2021
Trading account assets:      
Corporate securities, trading loans and other$1,359 $(17)$— $765 $(437)$— $(327)$1,218 $(451)$2,110 $(79)
Equity securities227 (18)— 103 (68)— — 112 (166)190 (44)
Non-U.S. sovereign debt354 31 (20)18 — — (13)26 — 396 34 
Mortgage trading loans, MBS and ABS1,440 (58)— 518 (721)(167)771 (263)1,527 (91)
Total trading account assets3,380 (62)(20)1,404 (1,226)(507)2,127 (880)4,223 (180)
Net derivative assets (liabilities) (4)
(3,468)927 — 521 (653)— 293 (74)(208)(2,662)800 
AFS debt securities:       
Non-agency residential MBS378 (11)(111)— (98)— (45)304 (101)316 
Non-U.S. and other taxable securities89 (4)(7)(10)— (4)— (1)71 — 
Tax-exempt securities176 20 — — — — (2)— (142)52 (19)
Total AFS debt securities643 (118)(108)— (51)304 (244)439 (11)
Other debt securities carried at fair value - Non-agency residential MBS267 — — (45)— (37)101 (45)242 10 
Loans and leases (5,6)
717 62 — 59 (13)70 (180)46 (13)748 65 
Loans held-for-sale (5,6)
236 13 (6)132 (1)— (79)26 (4)317 18 
Other assets (6,7)
1,970 26 (202)144 (383)(2)1,572 
Trading account liabilities – Corporate securities and other(16)— — — (1)— — — (11)— 
Long-term debt (5)
(1,164)(92)13 (6)15 (12)98 (65)138 (1,075)(113)
(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 market making and similar activities; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - market making and similar activities and other income related to MSRs; Long-term debt - market making and similar activities.
(3)Includes unrealized 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. Amounts include net unrealized losses of $19 million related to financial instruments still held at December 31, 2021.
(4)Net derivative assets (liabilities) include derivative assets of $3.1 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.

Bank of America 156


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, 2023 and 2022.
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2023
(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$538 Discounted cash flow, Market comparablesYield0% to 22%%
Trading account assets – Mortgage trading loans, MBS and ABS109 Prepayment speed1% to 42% CPR10% CPR
Loans and leases87 Default rate0% to 3% CDR1% CDR
AFS debt securities – Non-agency residential273 Price$0 to $115$70
Other debt securities carried at fair value – Non-agency residential69 Loss severity0% to 100%27 %
Instruments backed by commercial real estate assets$363 Discounted cash
flow
Yield0% to 25%12 %
Trading account assets – Corporate securities, trading loans and other301 Price$0 to $100$75
Trading account assets – Mortgage trading loans, MBS and ABS62 
Commercial loans, debt securities and other$3,103 Discounted cash flow, Market comparablesYield5% to 59%13 %
Trading account assets – Corporate securities, trading loans and other1,388 Prepayment speed10% to 20%16 %
Trading account assets – Non-U.S. sovereign debt396 Default rate3% to 4%%
Trading account assets – Mortgage trading loans, MBS and ABS1,046 Loss severity35% to 40%37 %
AFS debt securities – Non-U.S. and other taxable securities103 Price$0 to $157$70
Loans and leases
Loans held-for-sale164 
Other assets, primarily auction rate securities$687 Discounted cash flow, Market comparablesPrice$10 to $95$85

Discount rate10 %n/a
MSRs$970 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years6 years
Weighted-average life, variable rate (5)
0 to 11 years3 years
Option-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rate9% to 15%12 %
Structured liabilities
Long-term debt$(614)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield58%n/a
Equity correlation5% to 97%25 %
Price$0 to $100$90
Natural gas forward price$1/MMBtu to $7/MMBtu$4 /MMBtu
Net derivative assets (liabilities)
Credit derivatives$9 Discounted cash flow, Stochastic recovery correlation modelCredit spreads2 to 79 bps59 bps
Prepayment speed15% CPRn/a
Default rate 2% CDRn/a
Credit correlation22% to 62%58 %
Price$0 to $94$87
Equity derivatives$(1,386)
Industry standard derivative pricing (3)
Equity correlation0% to 99%67 %
Long-dated equity volatilities4% to 102%34 %
Commodity derivatives$(633)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward price$1/MMBtu to $7/MMBtu$4 /MMBtu
Power forward price$21 to $91$42
Interest rate derivatives$(484)
Industry standard derivative pricing (4)
Correlation (IR/IR)(35)% to 89%65 %
Correlation (FX/IR)(25)% to 58%35 %
Long-dated inflation rates
 (1)% to 11%
%
Long-dated inflation volatilities0% to 5%%
Interest rate volatilities0% to 2%%
Total net derivative assets (liabilities)$(2,494)
(1)For loans and securities, structured liabilities and net derivative assets (liabilities), 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 153: Trading account assets – Corporate securities, trading loans and other of $1.7 billion, Trading account assets – Non-U.S. sovereign debt of $396 million, Trading account assets – Mortgage trading loans, MBS and ABS of $1.2 billion, AFS debt securities of $376 million, Other debt securities carried at fair value - Non-agency residential of $69 million, Other assets, including MSRs, of $1.7 billion, Loans and leases of $93 million and LHFS of $164 million.
(3)Includes models such as Monte Carlo simulation and Black-Scholes.
(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.
(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
157 Bank of America


Quantitative Information about Level 3 Fair Value Measurements at December 31, 2022
(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$852 Discounted cash
flow, Market comparables
Yield0% to 25%10 %
Trading account assets – Mortgage trading loans, MBS and ABS338 Prepayment speed0% to 29% CPR12% CPR
Loans and leases137 Default rate0% to 3% CDR1% CDR
AFS debt securities - Non-agency residential258 Price$0 to $111$26
Other debt securities carried at fair value - Non-agency residential119 Loss severity0% to 100%24 %
Instruments backed by commercial real estate assets$362 Discounted cash
flow
Yield0% to 25%10 %
Trading account assets – Corporate securities, trading loans and other292 Price$0 to $100$75
Trading account assets – Mortgage trading loans, MBS and ABS66 
Loans held-for-sale
Commercial loans, debt securities and other$4,348 Discounted cash flow, Market comparablesYield 5% to 43%15 %
Trading account assets – Corporate securities, trading loans and other2,092 Prepayment speed10% to 20%15 %
Trading account assets – Non-U.S. sovereign debt518 Default rate3% to 4%%
Trading account assets – Mortgage trading loans, MBS and ABS1,148 Loss severity35% to 40%38 %
AFS debt securities – Tax-exempt securities51 Price $0 to $157$75
AFS debt securities – Non-U.S. and other taxable securities195 
Loans and leases116 
Loans held-for-sale228 
Other assets, primarily auction rate securities$779 Discounted cash flow, Market comparablesPrice$10 to $97$94

Discount rate11%n/a
MSRs$1,020 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years6 years
Weighted-average life, variable rate (5)
0 to 12 years4 years
Option-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rate9% to 15%12 %
Structured liabilities
Long-term debt$(862)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield 22% to 43%23 %
Equity correlation 0% to 95%69 %
Price$0 to $119$90
Natural gas forward price$3/MMBtu to $13/MMBtu$9/MMBtu
Net derivative assets (liabilities)
Credit derivatives$(44)Discounted cash flow, Stochastic recovery correlation modelCredit spreads3 to 63 bps22 bps
Upfront points0 to 100 points 83 points
Prepayment speed15% CPRn/a
Default rate2% CDRn/a
Credit correlation18% to 53%44 %
Price$0 to $151$63
Equity derivatives$(1,534)
Industry standard derivative pricing (3)
Equity correlation0% to 100%73 %
Long-dated equity volatilities4% to 101%44 %
Commodity derivatives$(291)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward price$3/MMBtu to $13/MMBtu$8/MMBtu
Power forward price$9 to $123$43
Interest rate derivatives$(1,024)
Industry standard derivative pricing (4)
Correlation (IR/IR)(35)% to 89%67 %
Correlation (FX/IR)11% to 58%43 %
Long-dated inflation rates
G0% to 39%
%
Long-dated inflation volatilities0% to 5%%
Interest rates volatilities0% to 2%%
Total net derivative assets (liabilities)$(2,893)
(1)For loans and securities, structured liabilities and net derivative assets (liabilities), 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 154: Trading account assets – Corporate securities, trading loans and other of $2.4 billion, Trading account assets – Non-U.S. sovereign debt of $518 million, Trading account assets – Mortgage trading loans, MBS and ABS of $1.6 billion, AFS debt securities of $504 million, Other debt securities carried at fair value - Non-agency residential of $119 million, Other assets, including MSRs, of $1.8 billion, Loans and leases of $253 million and LHFS of $232 million.
(3)Includes models such as Monte Carlo simulation and Black-Scholes.
(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.
(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







Bank of America 158


The table below presents information about significant unobservable inputs utilized in
In the Corporation's nonrecurring Level 3 fair value measurements at December 31, 2021previous tables, instruments backed by residential and 2020.
Quantitative Information about Nonrecurring Level 3 Fair Value Measurements
Inputs
Financial InstrumentFair ValueValuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted
Average (1)
(Dollars in millions)Year Ended December 31, 2021
Loans and leases (2)
$213 Market comparablesOREO discount13% to 59%24 %
Costs to sell8% to 26%%
Other assets (3)
1,875 Discounted cash flowDiscount rate%n/a
166 Market comparablesEstimated appraisal valuen/an/a
Year Ended December 31, 2020
Loans held-for-sale$792 Discounted cash flowPrice$8 to $99$95
Loans and leases (2)
301 Market comparablesOREO discount13% to 59%24 %
Costs to sell8% to 26%%
Other assets (4)
576 Discounted cash flowRevenue attrition2% to 19%%
Discount rate11% to 14%12 %
(1)The weighted average is calculated based uponcommercial 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 loans.unobservable inputs, and then these inputs are incorporated into a discounted cash flow model. Therefore, the balances disclosed encompass both of these techniques.
(2)Represents residential mortgages whereThe levels of aggregation and diversity within the loan has been written down toproducts disclosed in the fair valuetables result in certain ranges of the underlying collateral.inputs being wide and unevenly distributed across asset and liability categories.
(3)Represents the fair valueUncertainty of certain impaired renewable energy investments and impaired assets related to the Corporation’s real estate rationalization.
(4)Represents the fair value of the intangible asset related to the merchant contracts received from the dissolution of the Corporation's merchant services joint venture.
n/a = not applicable
NOTE 21 Fair Value OptionMeasurements from Unobservable Inputs
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 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, interest rates, 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 152


Recurring Fair Value
Assets and liabilities carried at fair value on a recurring basis at December 31, 2023 and 2022, including financial instruments that the Corporation accounts for under the fair value option, are summarized in the following tables.
December 31, 2023
 Fair Value Measurements
(Dollars in millions)Level 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair Value
Assets     
Time deposits placed and other short-term investments$1,181 $ $ $ $1,181 
Federal funds sold and securities borrowed or purchased under agreements to resell 436,340  (303,287)133,053 
Trading account assets:     
U.S. Treasury and government agencies65,160 1,963   67,123 
Corporate securities, trading loans and other 41,462 1,689  43,151 
Equity securities47,431 41,380 187  88,998 
Non-U.S. sovereign debt5,517 21,195 396  27,108 
Mortgage trading loans, MBS and ABS:
U.S. government-sponsored agency guaranteed 38,802 2  38,804 
Mortgage trading loans, ABS and other MBS 10,955 1,215  12,170 
Total trading account assets (2)
118,108 155,757 3,489  277,354 
Derivative assets14,676 272,244 3,422 (251,019)39,323 
AFS debt securities:     
U.S. Treasury and government agencies176,764 902   177,666 
Mortgage-backed securities:     
Agency 37,812   37,812 
Agency-collateralized mortgage obligations 2,544   2,544 
Non-agency residential 109 273  382 
Commercial 10,435   10,435 
Non-U.S. securities1,093 21,679 103  22,875 
Other taxable securities 4,835   4,835 
Tax-exempt securities 10,100   10,100 
Total AFS debt securities177,857 88,416 376  266,649 
Other debt securities carried at fair value:
U.S. Treasury and government agencies1,690    1,690 
Non-agency residential MBS 211 69  280 
Non-U.S. and other securities1,786 6,447   8,233 
Total other debt securities carried at fair value3,476 6,658 69  10,203 
Loans and leases 3,476 93  3,569 
Loans held-for-sale 1,895 164  2,059 
Other assets (3)
8,052 2,152 1,657  11,861 
Total assets (4)
$323,350 $966,938 $9,270 $(554,306)$745,252 
Liabilities     
Interest-bearing deposits in U.S. offices$ $284 $ $ $284 
Federal funds purchased and securities loaned or sold under agreements to repurchase 481,896  (303,287)178,609 
Trading account liabilities:    
U.S. Treasury and government agencies14,908 65   14,973 
Equity securities51,772 4,710 12  56,494 
Non-U.S. sovereign debt9,390 6,997   16,387 
Corporate securities and other 7,637 39  7,676 
Total trading account liabilities76,070 19,409 51  95,530 
Derivative liabilities14,375 280,908 5,916 (257,767)43,432 
Short-term borrowings 4,680 10  4,690 
Accrued expenses and other liabilities8,969 2,483 21  11,473 
Long-term debt 42,195 614  42,809 
Total liabilities (4)
$99,414 $831,855 $6,612 $(561,054)$376,827 
(1)Amounts represent the impact of legally enforceable master netting agreements and also cash collateral held or placed with the same counterparties.
(2)Includes securities with a fair value of $18.0 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. Trading account assets also includes certain commodities inventory of $42 million that is accounted for at the lower of cost or net realizable value, which is the current selling price less any costs to sell.
(3)Includes MSRs, which are classified as Level 3 assets, of $970 million.
(4)Total recurring Level 3 assets were 0.29 percent of total consolidated assets, and total recurring Level 3 liabilities were 0.23 percent of total consolidated liabilities.
153 Bank of America


December 31, 2022
Fair Value Measurements
(Dollars in millions)Level 1Level 2Level 3
Netting Adjustments (1)
Assets/Liabilities at Fair Value
Assets     
Time deposits placed and other short-term investments$868 $— $— $— $868 
Federal funds sold and securities borrowed or purchased under agreements to resell (2)
— 146,999 — — 146,999 
Trading account assets:     
U.S. Treasury and government agencies58,894 212 — — 59,106 
Corporate securities, trading loans and other— 46,897 2,384 — 49,281 
Equity securities77,868 35,065 145 — 113,078 
Non-U.S. sovereign debt7,392 26,306 518 — 34,216 
Mortgage trading loans, MBS and ABS:
U.S. government-sponsored agency guaranteed— 28,563 34 — 28,597 
Mortgage trading loans, ABS and other MBS— 10,312 1,518 — 11,830 
Total trading account assets (3)
144,154 147,355 4,599 — 296,108 
Derivative assets14,775 380,380 3,213 (349,726)48,642 
AFS debt securities:     
U.S. Treasury and government agencies158,102 920 — — 159,022 
Mortgage-backed securities:     
Agency— 23,442 — — 23,442 
Agency-collateralized mortgage obligations— 2,221 — — 2,221 
Non-agency residential— 128 258 — 386 
Commercial— 6,407 — — 6,407 
Non-U.S. securities— 13,212 195 — 13,407 
Other taxable securities— 4,645 — — 4,645 
Tax-exempt securities— 11,207 51 — 11,258 
Total AFS debt securities158,102 62,182 504 — 220,788 
Other debt securities carried at fair value:
U.S. Treasury and government agencies561 — — — 561 
Non-agency residential MBS— 248 119 — 367 
Non-U.S. and other securities3,027 5,251 — — 8,278 
Total other debt securities carried at fair value3,588 5,499 119 — 9,206 
Loans and leases— 5,518 253 — 5,771 
Loans held-for-sale— 883 232 — 1,115 
Other assets (4)
6,898 897 1,799 — 9,594 
Total assets (5)
$328,385 $749,713 $10,719 $(349,726)$739,091 
Liabilities     
Interest-bearing deposits in U.S. offices$— $311 $— $— $311 
Federal funds purchased and securities loaned or sold under agreements to repurchase (2)
— 151,708 — — 151,708 
Trading account liabilities:    
U.S. Treasury and government agencies13,906 181 — — 14,087 
Equity securities36,937 4,825 — — 41,762 
Non-U.S. sovereign debt9,636 8,228 — — 17,864 
Corporate securities and other— 6,628 58 — 6,686 
Total trading account liabilities60,479 19,862 58 — 80,399 
Derivative liabilities15,431 376,979 6,106 (353,700)44,816 
Short-term borrowings— 818 14 — 832 
Accrued expenses and other liabilities7,458 2,262 32 — 9,752 
Long-term debt— 32,208 862 — 33,070 
Total liabilities (5)
$83,368 $584,148 $7,072 $(353,700)$320,888 
(1)Amounts represent the impact of legally enforceable derivative master netting agreements and also cash collateral held or placed with the same counterparties.
(2)Amounts have been netted by $221.7 billion to reflect the application of legally enforceable master netting agreements.
(3)Includes securities with a fair value of $16.6 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. Trading account assets also includes certain commodities inventory of $40 million that is accounted for at the lower of cost or net realizable value, which is the current selling price less any costs to sell.
(4)Includes MSRs, which are classified as Level 3 assets, of $1.0 billion.
(5)Total recurring Level 3 assets were 0.35 percent of total consolidated assets, and total recurring Level 3 liabilities were 0.25 percent of total consolidated liabilities.

Bank of America 154


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 2023, 2022 and 2021, including net realized and unrealized gains (losses) included in earnings and accumulated OCI. Transfers into Level 3 occur primarily due to decreased price observability, and
transfers out of Level 3 occur primarily due to increased price observability. 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.
Level 3 – Fair Value Measurements (1)
Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
(Dollars in millions)

PurchasesSalesIssuancesSettlements
Year Ended December 31, 2023
Federal funds sold and securities borrowed or purchased under agreements to resell$— $— $— $— $— $— $— $$(7)$— $— 
Trading account assets:       
Corporate securities, trading loans and other2,384 144 2 453 (241)20 (1,029)385 (429)1,689 50 
Equity securities145 44  39 (52) (61)153 (81)187 (5)
Non-U.S. sovereign debt518 68 30 64 (23) (259) (2)396 70 
Mortgage trading loans, MBS and ABS1,552 (50) 263 (417) (241)436 (326)1,217 (71)
Total trading account assets4,599 206 32 819 (733)20 (1,590)974 (838)3,489 44 
Net derivative assets (liabilities) (4)
(2,893)179 (375)1,318 (1,281) (1,575)(8)2,141 (2,494)(857)
AFS debt securities:          
Non-agency residential MBS258 1 23    (9)  273 2 
Non-U.S. and other taxable securities195 10 7    (106)4 (7)103 2 
Tax-exempt securities51 1     (52)    
Total AFS debt securities504 12 30    (167)4 (7)376 4 
Other debt securities carried at fair value – Non-agency residential MBS119 (4)  (19) (6) (21)69 (3)
Loans and leases (5,6)
253 (9) 9 (54) (100)16 (22)93 (13)
Loans held-for-sale (5,6)
232 24 3  (25) (70)  164 13 
Other assets (6,7)
1,799 211 10 176 (326)104 (319)2  1,657 74 
Trading account liabilities – Equity securities 1     2 (15) (12)1 
Trading account liabilities – Corporate securities
   and other
(58)(3) (3)(1)(1)24 (35)38 (39)(9)
Short-term borrowings (5)
(14)1   (13)(8)24   (10)(1)
Accrued expenses and other liabilities (5)
(32)21  (11)    1 (21)4 
Long-term debt (5)
(862)179 (26)(9)50  47  7 (614)183 
Year Ended December 31, 2022
Trading account assets:     
Corporate securities, trading loans and other$2,110 $(52)$(2)$1,069 $(384)$— $(606)$1,023 $(774)$2,384 $(78)
Equity securities190 (3)— 45 (25)— (4)38 (96)145 (6)
Non-U.S. sovereign debt396 59 16 54 (4)— (68)75 (10)518 56 
Mortgage trading loans, MBS and ABS1,527 (254)— 729 (665)— (112)536 (209)1,552 (152)
Total trading account assets4,223 (250)14 1,897 (1,078)— (790)1,672 (1,089)4,599 (180)
Net derivative assets (liabilities) (4)
(2,662)551 — 319 (830)— 294 (180)(385)(2,893)259 
AFS debt securities:       
Non-agency residential MBS316 — (35)— (8)— (75)73 (13)258 — 
Non-U.S. and other taxable securities71 10 (10)126 — — (22)311 (291)195 
Tax-exempt securities52 — — — — (3)— 51 — 
Total AFS debt securities439 10 (44)126 (8)— (100)385 (304)504 
Other debt securities carried at fair value – Non-agency residential MBS242 (19)— — — — (111)30 (23)119 14 
Loans and leases (5,6)
748 (45)— — (154)82 (129)— (249)253 (21)
Loans held-for-sale (5,6)
317 171 (6)— (271)— 232 19 
Other assets (6,7)
1,572 305 (21)39 (35)208 (271)(3)1,799 213 
Trading account liabilities – Corporate securities
   and other
(11)— (4)— — (2)(46)— (58)1 
Short-term borrowings (5)
— — — (17)— — (3)(14)
Accrued expenses and other liabilities (5)
— (23)— (9)— — — — — (32)(7)
Long-term debt (5)
(1,075)(197)82 — 14 (1)57 (24)282 (862)(200)
(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 - market making and similar activities and other income; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - market making and similar activities and other income primarily related to MSRs; Short-term borrowings - market making and similar activities; Accrued expenses and other liabilities - market making and similar activities and other income; Long-term debt - market making and similar activities.
(3)Includes unrealized gains (losses) in OCI on AFS debt securities, foreign currency translation adjustments, derivatives designated in cash flow hedges and the impact of changes in the Corporation’s credit spreads on long-term debt accounted for under the fair value option. Amounts include net unrealized gains (losses) of $(324) million and $28 million related to financial instruments still held at December 31, 2023 and 2022.
(4)Net derivative assets (liabilities) include derivative assets of $3.4 billion and $3.2 billion and derivative liabilities of $5.9 billion and $6.1 billion at December 31, 2023 and 2022.
(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.
155 Bank of America


Level 3 – Fair Value Measurements (1)
(Dollars in millions)Balance
January 1
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
Change in Unrealized Gains (Losses) in Net Income Related to Financial Instruments Still Held (2)
PurchasesSalesIssuancesSettlements
Year Ended December 31, 2021
Trading account assets:      
Corporate securities, trading loans and other$1,359 $(17)$— $765 $(437)$— $(327)$1,218 $(451)$2,110 $(79)
Equity securities227 (18)— 103 (68)— — 112 (166)190 (44)
Non-U.S. sovereign debt354 31 (20)18 — — (13)26 — 396 34 
Mortgage trading loans, MBS and ABS1,440 (58)— 518 (721)(167)771 (263)1,527 (91)
Total trading account assets3,380 (62)(20)1,404 (1,226)(507)2,127 (880)4,223 (180)
Net derivative assets (liabilities) (4)
(3,468)927 — 521 (653)— 293 (74)(208)(2,662)800 
AFS debt securities:       
Non-agency residential MBS378 (11)(111)— (98)— (45)304 (101)316 
Non-U.S. and other taxable securities89 (4)(7)(10)— (4)— (1)71 — 
Tax-exempt securities176 20 — — — — (2)— (142)52 (19)
Total AFS debt securities643 (118)(108)— (51)304 (244)439 (11)
Other debt securities carried at fair value - Non-agency residential MBS267 — — (45)— (37)101 (45)242 10 
Loans and leases (5,6)
717 62 — 59 (13)70 (180)46 (13)748 65 
Loans held-for-sale (5,6)
236 13 (6)132 (1)— (79)26 (4)317 18 
Other assets (6,7)
1,970 26 (202)144 (383)(2)1,572 
Trading account liabilities – Corporate securities and other(16)— — — (1)— — — (11)— 
Long-term debt (5)
(1,164)(92)13 (6)15 (12)98 (65)138 (1,075)(113)
(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 market making and similar activities; Net derivative assets (liabilities) - market making and similar activities and other income; AFS debt securities - other income; Other debt securities carried at fair value - other income; Loans and leases - market making and similar activities and other income; Loans held-for-sale - other income; Other assets - market making and similar activities and other income related to MSRs; Long-term debt - market making and similar activities.
(3)Includes unrealized 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. Amounts include net unrealized losses of $19 million related to financial instruments still held at December 31, 2021.
(4)Net derivative assets (liabilities) include derivative assets of $3.1 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.

Bank of America 156


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, 2023 and 2022.
Quantitative Information about Level 3 Fair Value Measurements at December 31, 2023
(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$538 Discounted cash flow, Market comparablesYield0% to 22%%
Trading account assets – Mortgage trading loans, MBS and ABS109 Prepayment speed1% to 42% CPR10% CPR
Loans and leases87 Default rate0% to 3% CDR1% CDR
AFS debt securities – Non-agency residential273 Price$0 to $115$70
Other debt securities carried at fair value – Non-agency residential69 Loss severity0% to 100%27 %
Instruments backed by commercial real estate assets$363 Discounted cash
flow
Yield0% to 25%12 %
Trading account assets – Corporate securities, trading loans and other301 Price$0 to $100$75
Trading account assets – Mortgage trading loans, MBS and ABS62 
Commercial loans, debt securities and other$3,103 Discounted cash flow, Market comparablesYield5% to 59%13 %
Trading account assets – Corporate securities, trading loans and other1,388 Prepayment speed10% to 20%16 %
Trading account assets – Non-U.S. sovereign debt396 Default rate3% to 4%%
Trading account assets – Mortgage trading loans, MBS and ABS1,046 Loss severity35% to 40%37 %
AFS debt securities – Non-U.S. and other taxable securities103 Price$0 to $157$70
Loans and leases
Loans held-for-sale164 
Other assets, primarily auction rate securities$687 Discounted cash flow, Market comparablesPrice$10 to $95$85

Discount rate10 %n/a
MSRs$970 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years6 years
Weighted-average life, variable rate (5)
0 to 11 years3 years
Option-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rate9% to 15%12 %
Structured liabilities
Long-term debt$(614)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield58%n/a
Equity correlation5% to 97%25 %
Price$0 to $100$90
Natural gas forward price$1/MMBtu to $7/MMBtu$4 /MMBtu
Net derivative assets (liabilities)
Credit derivatives$9 Discounted cash flow, Stochastic recovery correlation modelCredit spreads2 to 79 bps59 bps
Prepayment speed15% CPRn/a
Default rate 2% CDRn/a
Credit correlation22% to 62%58 %
Price$0 to $94$87
Equity derivatives$(1,386)
Industry standard derivative pricing (3)
Equity correlation0% to 99%67 %
Long-dated equity volatilities4% to 102%34 %
Commodity derivatives$(633)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward price$1/MMBtu to $7/MMBtu$4 /MMBtu
Power forward price$21 to $91$42
Interest rate derivatives$(484)
Industry standard derivative pricing (4)
Correlation (IR/IR)(35)% to 89%65 %
Correlation (FX/IR)(25)% to 58%35 %
Long-dated inflation rates
 (1)% to 11%
%
Long-dated inflation volatilities0% to 5%%
Interest rate volatilities0% to 2%%
Total net derivative assets (liabilities)$(2,494)
(1)For loans and securities, structured liabilities and net derivative assets (liabilities), 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 153: Trading account assets – Corporate securities, trading loans and other of $1.7 billion, Trading account assets – Non-U.S. sovereign debt of $396 million, Trading account assets – Mortgage trading loans, MBS and ABS of $1.2 billion, AFS debt securities of $376 million, Other debt securities carried at fair value - Non-agency residential of $69 million, Other assets, including MSRs, of $1.7 billion, Loans and leases of $93 million and LHFS of $164 million.
(3)Includes models such as Monte Carlo simulation and Black-Scholes.
(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.
(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
157 Bank of America


Quantitative Information about Level 3 Fair Value Measurements at December 31, 2022
(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$852 Discounted cash
flow, Market comparables
Yield0% to 25%10 %
Trading account assets – Mortgage trading loans, MBS and ABS338 Prepayment speed0% to 29% CPR12% CPR
Loans and leases137 Default rate0% to 3% CDR1% CDR
AFS debt securities - Non-agency residential258 Price$0 to $111$26
Other debt securities carried at fair value - Non-agency residential119 Loss severity0% to 100%24 %
Instruments backed by commercial real estate assets$362 Discounted cash
flow
Yield0% to 25%10 %
Trading account assets – Corporate securities, trading loans and other292 Price$0 to $100$75
Trading account assets – Mortgage trading loans, MBS and ABS66 
Loans held-for-sale
Commercial loans, debt securities and other$4,348 Discounted cash flow, Market comparablesYield 5% to 43%15 %
Trading account assets – Corporate securities, trading loans and other2,092 Prepayment speed10% to 20%15 %
Trading account assets – Non-U.S. sovereign debt518 Default rate3% to 4%%
Trading account assets – Mortgage trading loans, MBS and ABS1,148 Loss severity35% to 40%38 %
AFS debt securities – Tax-exempt securities51 Price $0 to $157$75
AFS debt securities – Non-U.S. and other taxable securities195 
Loans and leases116 
Loans held-for-sale228 
Other assets, primarily auction rate securities$779 Discounted cash flow, Market comparablesPrice$10 to $97$94

Discount rate11%n/a
MSRs$1,020 Discounted cash
flow
Weighted-average life, fixed rate (5)
0 to 14 years6 years
Weighted-average life, variable rate (5)
0 to 12 years4 years
Option-adjusted spread, fixed rate7% to 14%%
Option-adjusted spread, variable rate9% to 15%12 %
Structured liabilities
Long-term debt$(862)
Discounted cash flow, Market comparables, Industry standard derivative pricing (3)
Yield 22% to 43%23 %
Equity correlation 0% to 95%69 %
Price$0 to $119$90
Natural gas forward price$3/MMBtu to $13/MMBtu$9/MMBtu
Net derivative assets (liabilities)
Credit derivatives$(44)Discounted cash flow, Stochastic recovery correlation modelCredit spreads3 to 63 bps22 bps
Upfront points0 to 100 points 83 points
Prepayment speed15% CPRn/a
Default rate2% CDRn/a
Credit correlation18% to 53%44 %
Price$0 to $151$63
Equity derivatives$(1,534)
Industry standard derivative pricing (3)
Equity correlation0% to 100%73 %
Long-dated equity volatilities4% to 101%44 %
Commodity derivatives$(291)
Discounted cash flow, Industry standard derivative pricing (3)
Natural gas forward price$3/MMBtu to $13/MMBtu$8/MMBtu
Power forward price$9 to $123$43
Interest rate derivatives$(1,024)
Industry standard derivative pricing (4)
Correlation (IR/IR)(35)% to 89%67 %
Correlation (FX/IR)11% to 58%43 %
Long-dated inflation rates
G0% to 39%
%
Long-dated inflation volatilities0% to 5%%
Interest rates volatilities0% to 2%%
Total net derivative assets (liabilities)$(2,893)
(1)For loans and securities, structured liabilities and net derivative assets (liabilities), 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 154: Trading account assets – Corporate securities, trading loans and other of $2.4 billion, Trading account assets – Non-U.S. sovereign debt of $518 million, Trading account assets – Mortgage trading loans, MBS and ABS of $1.6 billion, AFS debt securities of $504 million, Other debt securities carried at fair value - Non-agency residential of $119 million, Other assets, including MSRs, of $1.8 billion, Loans and leases of $253 million and LHFS of $232 million.
(3)Includes models such as Monte Carlo simulation and Black-Scholes.
(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.
(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







Bank of America 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 levels of aggregation and diversity within the products disclosed in the tables result in certain ranges of inputs being wide and unevenly distributed across asset and liability categories.
Uncertainty of Fair Value Measurements from Unobservable Inputs
Loans and Securities
A significant increase in market yields, default rates, loss severities or duration would have resulted in a significantly lower fair value for long positions. Short positions would have 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 have resulted in a significantly higher fair value for long positions, and short positions would have 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.
Nonrecurring Fair Value
The Corporation holds certain assets that are measured at fair value only in certain situations (e.g., the impairment of an asset), 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 2023, 2022 and 2021.
Assets Measured at Fair Value on a Nonrecurring Basis
December 31, 2023December 31, 2022
(Dollars in millions)
 
Level 2Level 3Level 2Level 3
Assets   
Loans held-for-sale$77 $2,793 $1,979 $3,079 
Loans and leases (1)
 153 — 166 
Foreclosed properties (2, 3)
 48 — 
Other assets (4)
31 898 88 165 
Gains (Losses)
202320222021
Assets   
Loans held-for-sale$(246)$(387)$(44)
Loans and leases (1)
(45)(48)(60)
Foreclosed properties(6)(6)(2)
Other assets(252)(91)(492)
(1)Includes $10 million, $15 million and $24 million of losses on loans that were written down to a collateral value of zero during 2023, 2022 and 2021, 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 $31 million and $60 million of properties acquired upon foreclosure of certain government-guaranteed loans (principally FHA-insured loans) at December 31, 2023 and 2022.
(4)Represents the fair value of certain impaired renewable energy investments.

159 Bank of America


The table below presents information about significant unobservable inputs utilized in the Corporation's nonrecurring Level 3 fair value measurements at December 31, 2023 and 2022.
Quantitative Information about Nonrecurring Level 3 Fair Value Measurements
Inputs
Financial InstrumentFair ValueValuation
Technique
Significant Unobservable
Inputs
Ranges of
Inputs
Weighted
Average (1)
(Dollars in millions)Year Ended December 31, 2023
Loans held-for-sale$2,793 Pricing modelImplied yield7% to 23%n/a
Loans and leases (2)
153 Market comparablesOREO discount10% to 66%26 %
Costs to sell8% to 24%%
Other assets (3)
898 Discounted cash flowDiscount rate%n/a
Year Ended December 31, 2022
Loans held-for-sale$3,079 Pricing modelImplied yield9% to 24%n/a
Loans and leases (2)
166 Market comparablesOREO discount10% to 66%26 %
Costs to sell8% to 24%%
Other assets (3)
165Discounted cash flowDiscount rate%n/a
(1)The weighted average is calculated based upon the fair value of the loans.
(2)Represents residential mortgages where the loan has been written down to the fair value of the underlying collateral.
(3)Represents the fair value of certain impaired renewable energy investments.
n/a = not applicable
NOTE 21 Fair Value Option
Loans and Loan Commitments
The Corporation elects to account for certain loans and loan commitments that exceed the Corporation’s single-name credit risk concentration guidelines under the fair value option. Lending commitments are actively managed 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 are carried at fair value. The 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, 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.
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. 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. The changes in fair value of the loans are largely offset by changes in the fair value of the derivatives. 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 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.
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. These elections include certain agreements collateralized by the U.S. government and its agencies, which are generally short-dated and have minimal interest rate risk.
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. 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.

159Bank of America160


The Corporation also 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 following tables provide 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, 20212023 and 2020,2022, and 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 2021, 20202023, 2022 and 2019.2021.
Fair Value Option Elections
Fair Value Option Elections
Fair Value Option Elections
December 31, 2021December 31, 2020
December 31, 2023
December 31, 2023
December 31, 2023December 31, 2022
(Dollars in millions)(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
(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 resellFederal funds sold and securities borrowed or purchased under agreements to resell$150,665 $150,677 $(12)$108,856 $108,811 $45 
Loans reported as trading account assets (1)
Loans reported as trading account assets (1)
10,864 18,895 (8,031)7,967 17,372 (9,405)
Trading inventory – otherTrading inventory – other21,986 n/an/a22,790 n/an/aTrading inventory – other25,282 n/an/a20,770 n/an/a
Consumer and commercial loansConsumer and commercial loans7,819 7,888 (69)6,681 6,778 (97)
Loans held-for-sale (1)
Loans held-for-sale (1)
4,455 5,343 (888)1,585 2,521 (936)
Other assetsOther assets544 n/an/a200 n/an/a
Other assets
Other assets1,986 n/a620 n/a
Long-term depositsLong-term deposits408 401 7 481 448 33 
Federal funds purchased and securities loaned or sold under agreements to repurchaseFederal funds purchased and securities loaned or sold under agreements to repurchase139,641 139,682 (41)135,391 135,390 
Short-term borrowingsShort-term borrowings4,279 4,127 152 5,874 5,178 696 
Unfunded loan commitmentsUnfunded loan commitments97 n/an/a99 n/an/aUnfunded loan commitments67 n/an/a110 n/an/a
Accrued expenses and other liabilities
Long-term debtLong-term debt29,708 30,903 (1,195)32,200 33,470 (1,270)
(1)A significant portion of the loans reported as trading account assets and LHFS are distressed loans that were purchased at a deep discount to par, and the remainder are loans with a fair value near contractual principal outstanding.
n/a = not applicable
161Bank of America160


Gains (Losses) Related to Assets and Liabilities Accounted for Under the Fair Value Option
Gains (Losses) Related to Assets and Liabilities Accounted for Under the Fair Value Option
Gains (Losses) Related to Assets and Liabilities Accounted for Under the Fair Value Option
Market making
and similar
activities
Market making
 and similar
 activities
Other
Income
Total
Market making
and similar
activities
Market making
and similar
activities
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)2021
Loans reported as trading account assetsLoans reported as trading account assets$275 $ $275 
Loans reported as trading account assets
Loans reported as trading account assets
Trading inventory – other (1)
Trading inventory – other (1)
Trading inventory – other (1)
Trading inventory – other (1)
(211) (211)
Consumer and commercial loansConsumer and commercial loans78 40 118 
Consumer and commercial loans
Consumer and commercial loans
Loans held-for-sale (2)
Loans held-for-sale (2)
Loans held-for-sale (2)
Loans held-for-sale (2)
 58 58 
Short-term borrowingsShort-term borrowings883  883 
Long-term debt (3)
(604)(41)(645)
Other (4)
18 (23)(5)
Total (5)
$439 $34 $473 
Short-term borrowings
Short-term borrowings
Unfunded loan commitments
Unfunded loan commitments
Unfunded loan commitments
Accrued expenses and other liabilities
Accrued expenses and other liabilities
Accrued expenses and other liabilities
Long-term debt (3)
Long-term debt (3)
Long-term debt (3)
Other (4)
Other (4)
Other (4)
Total
Total
Total
2022
2022
2020
2022
Loans reported as trading account assets
Loans reported as trading account assets
Loans reported as trading account assetsLoans reported as trading account assets$107 $— $107 
Trading inventory – other (1)
Trading inventory – other (1)
3,216 — 3,216 
Trading inventory – other (1)
Trading inventory – other (1)
Consumer and commercial loansConsumer and commercial loans22 (3)19 
Consumer and commercial loans
Consumer and commercial loans
Loans held-for-sale (2)
Loans held-for-sale (2)
Loans held-for-sale (2)
Loans held-for-sale (2)
— 103 103 
Short-term borrowingsShort-term borrowings(170)— (170)
Unfunded loan commitments— (65)(65)
Long-term debt (3)
(2,175)(53)(2,228)
Other (4)
35 (22)13 
Total (5)
$1,035 $(40)$995 
2019
Short-term borrowings
Short-term borrowings
Unfunded loan commitments
Unfunded loan commitments
Unfunded loan commitments
Accrued expenses and other liabilities
Accrued expenses and other liabilities
Accrued expenses and other liabilities
Long-term debt (3)
Long-term debt (3)
Long-term debt (3)
Other (4)
Other (4)
Other (4)
Total
Total
Total
2021
2021
2021
Loans reported as trading account assets
Loans reported as trading account assets
Loans reported as trading account assetsLoans reported as trading account assets$203 $— $203 
Trading inventory – other (1)
Trading inventory – other (1)
5,795 — 5,795 
Trading inventory – other (1)
Trading inventory – other (1)
Consumer and commercial loansConsumer and commercial loans92 12 104 
Consumer and commercial loans
Consumer and commercial loans
Loans held-for-sale (2)
Loans held-for-sale (2)
Loans held-for-sale (2)
Loans held-for-sale (2)
— 98 98 
Short-term borrowingsShort-term borrowings(24)— (24)
Unfunded loan commitments— 79 79 
Short-term borrowings
Short-term borrowings
Long-term debt (3)
Long-term debt (3)
Long-term debt (3)
Long-term debt (3)
(1,098)(78)(1,176)
Other (4)
Other (4)
(27)(18)
Total (5)
$4,977 $84 $5,061 
Other (4)
Other (4)
Total
Total
Total
(1)    The gains (losses) in market making and similar activities are primarily offset by (losses) gains on trading liabilities that hedge these assets.
(2)    Includes the value of IRLCs on funded loans, including those sold during the period.
(3)    The net lossesgains (losses) in market making and similar activities relate to the embedded derivatives in structured liabilities and are typically offset by (losses) gains on derivatives and securities that hedge these liabilities. 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.
(4)    Includes gains (losses) on federal funds sold and securities borrowed or purchased under agreements to resell, other assets, long-term deposits, and federal funds purchased and securities loaned or sold under agreements to repurchase.
(5)    Gains (losses) related to borrower-specific credit risk were $162 million, $(361) million and $194 million in 2021, 2020 and 2019, respectively.
Gains (Losses) Related to Borrower-specific Credit Risk for Assets and Liabilities Accounted for Under the Fair Value Option
(Dollars in millions)202320222021
Loans reported as trading account assets$(3)$(950)$128 
Consumer and commercial loans44 (51)
Loans held-for-sale(15)(23)28 
Unfunded loan commitments39 (1)
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, unfunded lending commitments and other financial instruments are accounted for under the fair value option. For more 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 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.
Bank of America 162


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. Short-term borrowings are generally classified as Level 2.
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, 20212023 and 20202022 are presented in the following table.
table below.
161 Bank of America


Fair Value of Financial Instruments
Fair Value of Financial Instruments
Fair Value of Financial Instruments
Fair Value
Carrying ValueLevel 2Level 3Total
Fair Value
Fair Value
Fair Value
Carrying ValueCarrying ValueLevel 2Level 3Total
(Dollars in millions)(Dollars in millions)December 31, 2021(Dollars in millions)December 31, 2023
Financial assetsFinancial assets
Loans
Loans
LoansLoans$946,142 $53,544 $919,980 $973,524 
Loans held-for-saleLoans held-for-sale15,635 15,016 627 15,643 
Financial liabilitiesFinancial liabilities
Deposits (1)
Deposits (1)
2,064,446 2,064,438  2,064,438 
Deposits (1)
Deposits (1)
Long-term debtLong-term debt280,117 286,802 1,288 288,090 
Commercial unfunded lending commitments (2)
Commercial unfunded lending commitments (2)
1,554 97 6,384 6,481 
December 31, 2020
December 31, 2022
December 31, 2022
December 31, 2022
Financial assetsFinancial assets
Loans
Loans
LoansLoans$887,289 $49,372 $877,682 $927,054 
Loans held-for-saleLoans held-for-sale9,243 7,864 1,379 9,243 
Financial liabilitiesFinancial liabilities
Deposits (1)
Deposits (1)
1,795,480 1,795,545 — 1,795,545 
Deposits (1)
Deposits (1)
Long-term debtLong-term debt262,934 271,315 1,164 272,479 
Commercial unfunded lending commitments (2)
Commercial unfunded lending commitments (2)
1,977 99 5,159 5,258 
(1)    Includes demand deposits of $1.0 trillion$897.3 billion and $799.0$918.9 billion with no stated maturities at December 31, 20212023 and 2020.2022.
(2)The carrying value of 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 12 – Commitments and Contingencies.
NOTE 23 Business Segment Information
The Corporation reports its results of operations through the following 4four business segments: Consumer Banking, GWIMGlobal Wealth & Investment Management, 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. Consumer Banking includes the impact of servicing residential mortgages and home equity loans.
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 and Global 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 and 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 primarily consists of ALM activities, liquidating businesses and certain expenses not otherwise allocated to a business segment. ALM activities encompass interest rate and foreign currency risk management activities for which substantially all of the results are allocated to the business segments.
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
163 Bank of America


that are utilized to determine net income. The net interest income of the businesses includes the results of a funds transfer pricing process that 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.
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
Bank of America 162


substantially alla 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.
Effective October 1, 2021, a business activity previously included in the Global Markets segment is being reported as a liquidating business in All Other, consistent with a realignment
in performance reporting to senior management. While this activity was not material to Global Markets’ results of operations and historical results have not been restated, this activity’s noninterest expense of $309 million and $473 million for the three months ended September 30, 2021 and June 30, 2021 was elevated and would have been excluded from Global Markets’ results of operations for those periods under the new basis of presentation.
The table below presents net income (loss) and the components thereto (with net interest income on an FTE basis for the business segments, All Otherand the total Corporation) for 2021, 20202023, 2022 and 2019,2021, and total assets at December 31, 20212023, 2022 and 20202021 for each business segment, as well as All Other.
Results of Business Segments and All OtherResults of Business Segments and All Other
Results of Business Segments and All Other
Results of Business Segments and All Other
At and for the year ended December 31At and for the year ended December 31
Total Corporation (1)
Consumer Banking
At and for the year ended December 31
At and for the year ended December 31
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202120202019
Net interest incomeNet interest income$43,361 $43,859 $49,486 $24,929 $24,698 $28,158 
Net interest income
Net interest income
Noninterest income
Noninterest income
Noninterest incomeNoninterest income46,179 42,168 42,353 9,076 8,564 10,429 
Total revenue, net of interest expenseTotal revenue, net of interest expense89,540 86,027 91,839 34,005 33,262 38,587 
Total revenue, net of interest expense
Total revenue, net of interest expense
Provision for credit losses
Provision for credit losses
Provision for credit lossesProvision for credit losses(4,594)11,320 3,590 (1,035)5,765 3,772 
Noninterest expenseNoninterest expense59,731 55,213 54,900 19,290 18,882 17,646 
Noninterest expense
Noninterest expense
Income before income taxes
Income before income taxes
Income before income taxesIncome before income taxes34,403 19,494 33,349 15,750 8,615 17,169 
Income tax expenseIncome tax expense2,425 1,600 5,919 3,859 2,111 4,207 
Income tax expense
Income tax expense
Net incomeNet income$31,978 $17,894 $27,430 $11,891 $6,504 $12,962 
Period-end total assets$3,169,495 $2,819,627 0$1,131,142 $988,580 
Net income
Net income
Year-end total assets
Year-end total assets
Year-end total assets
Global Wealth & Investment Management
Global Wealth & Investment Management
Global Wealth & Investment Management
2023
2023
2023
Net interest income
Net interest income
Net interest income
Noninterest income
Noninterest income
Noninterest income
Total revenue, net of interest expense
Total revenue, net of interest expense
Total revenue, net of interest expense
Provision for credit losses
Provision for credit losses
Provision for credit losses
Noninterest expense
Noninterest expense
Noninterest expense
Income before income taxes
Income before income taxes
Income before income taxes
Income tax expense
Income tax expense
Income tax expense
Net income
Net income
Net income
Year-end total assets
Year-end total assets
Year-end total assets
Global Wealth & Investment ManagementGlobal Banking
202120202019202120202019
Net interest incomeNet interest income$5,664 $5,468 $6,504 $8,511 $9,013 $10,675 
Net interest income
Net interest income
Noninterest income
Noninterest income
Noninterest incomeNoninterest income15,084 13,116 13,034 12,364 9,974 9,808 
Total revenue, net of interest expenseTotal revenue, net of interest expense20,748 18,584 19,538 20,875 18,987 20,483 
Total revenue, net of interest expense
Total revenue, net of interest expense
Provision for credit losses
Provision for credit losses
Provision for credit lossesProvision for credit losses(241)357 82 (3,201)4,897 414 
Noninterest expenseNoninterest expense15,258 14,160 13,825 10,632 9,342 9,011 
Income before income taxes5,731 4,067 5,631 13,444 4,748 11,058 
Income tax expense1,404 996 1,380 3,630 1,282 2,985 
Net income$4,327 $3,071 $4,251 $9,814 $3,466 $8,073 
Period-end total assets$438,275 $369,736 0$638,131 $580,561 
Global MarketsAll Other
202120202019202120202019
Net interest income$4,011 $4,646 $3,915 $246 $34 $234 
Noninterest income15,244 14,119 11,699 (5,589)(3,605)(2,617)
Total revenue, net of interest expense19,255 18,765 15,614 (5,343)(3,571)(2,383)
Provision for credit losses65 251 (9)(182)50 (669)
Noninterest expense
Noninterest expenseNoninterest expense13,032 11,417 10,728 1,519 1,412 3,690 
Income (loss) before income taxesIncome (loss) before income taxes6,158 7,097 4,895 (6,680)(5,033)(5,404)
Income (loss) before income taxes
Income (loss) before income taxes
Income tax expense (benefit)
Income tax expense (benefit)
Income tax expense (benefit)Income tax expense (benefit)1,601 1,845 1,395 (8,069)(4,634)(4,048)
Net income (loss)Net income (loss)$4,557 $5,252 $3,500 $1,389 $(399)$(1,356)
Period-end total assets$747,794 $616,609 0$214,153 $264,141 
Net income (loss)
Net income (loss)
Year-end total assets
Year-end total assets
Year-end total assets
(1)There were no material intersegment revenuesrevenues.
163Bank of America164


The tablestable below presentpresents noninterest income and the associated components for 2021, 20202023, 2022, and 20192021 for each business segment, All Other and the total Corporation. For more information, see Note 2 – Net Interest Income and Noninterest Income.Income.
Noninterest Income by Business Segment and All OtherNoninterest Income by Business Segment and All Other
Noninterest Income by Business Segment and All Other
Noninterest Income by Business Segment and All Other
Total Corporation
Total Corporation
Total CorporationConsumer BankingGlobal Wealth &
Investment Management
Total CorporationConsumer BankingGlobal Wealth &
Investment Management
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202120202019202120202019202320222021202320222021202320222021
Fees and commissions:Fees and commissions:
Card incomeCard income
Card income
Card income
Interchange fees
Interchange fees
Interchange feesInterchange fees$4,560 $3,954 $3,834 $3,597 $3,027 $3,174 $43 $36 $59 
Other card incomeOther card income1,658 1,702 1,963 1,575 1,646 1,910 42 42 42 
Total card incomeTotal card income6,218 5,656 5,797 5,172 4,673 5,084 85 78 101 
Service chargesService charges
Deposit-related feesDeposit-related fees6,271 5,991 6,588 3,538 3,417 4,218 72 67 68 
Deposit-related fees
Deposit-related fees
Lending-related feesLending-related fees1,233 1,150 1,086  — —  — — 
Total service chargesTotal service charges7,504 7,141 7,674 3,538 3,417 4,218 72 67 68 
Investment and brokerage servicesInvestment and brokerage services
Asset management feesAsset management fees12,729 10,708 10,241 188 146 144 12,541 10,578 10,130 
Asset management fees
Asset management fees
Brokerage feesBrokerage fees3,961 3,866 3,661 132 127 149 1,771 1,692 1,740 
Total investment and brokerage servicesTotal investment and brokerage services16,690 14,574 13,902 320 273 293 14,312 12,270 11,870 
Investment banking feesInvestment banking fees
Underwriting income
Underwriting income
Underwriting incomeUnderwriting income5,077 4,698 2,998  — — 388 391 401 
Syndication feesSyndication fees1,499 861 1,184  — —  — — 
Financial advisory servicesFinancial advisory services2,311 1,621 1,460  — —  — — 
Total investment banking feesTotal investment banking fees8,887 7,180 5,642  — — 388 391 401 
Total fees and commissionsTotal fees and commissions39,299 34,551 33,015 9,030 8,363 9,595 14,857 12,806 12,440 
Market making and similar activitiesMarket making and similar activities8,691 8,355 9,034 1 40 63 113 
Other income (loss)Other income (loss)(1,811)(738)304 45 199 828 187 247 481 
Total noninterest incomeTotal noninterest income$46,179 $42,168 $42,353 $9,076 $8,564 $10,429 $15,084 $13,116 $13,034 
Global Banking
Global Banking
Global BankingGlobal Markets
All Other (1)
Global BankingGlobal Markets
All Other (1)
2023
2023
202120202019202120202019202120202019
202320222021202320222021202320222021
Fees and commissions:Fees and commissions:
Card incomeCard income
Card income
Card income
Interchange fees
Interchange fees
Interchange feesInterchange fees$700 $499 $519 $220 $391 $81 $ $$
Other card incomeOther card income13 14 13  — (1)28 — (1)
Total card incomeTotal card income713 513 532 220 391 80 28 — 
Service chargesService charges
Deposit-related feesDeposit-related fees2,508 2,298 2,121 146 177 156 7 32 25 
Deposit-related fees
Deposit-related fees
Lending-related feesLending-related fees1,015 940 894 218 210 192  — — 
Total service chargesTotal service charges3,523 3,238 3,015 364 387 348 7 32 25 
Investment and brokerage servicesInvestment and brokerage services
Asset management fees — —  — —  (16)(33)
Brokerage fees
Brokerage fees
Brokerage feesBrokerage fees104 74 34 1,979 1,973 1,738 (25)— — 
Total investment and brokerage servicesTotal investment and brokerage services104 74 34 1,979 1,973 1,738 (25)(16)(33)
Investment banking feesInvestment banking fees
Underwriting income
Underwriting income
Underwriting incomeUnderwriting income2,187 2,070 1,227 2,725 2,449 1,555 (223)(212)(185)
Syndication feesSyndication fees781 482 574 718 379 610  — — 
Financial advisory servicesFinancial advisory services2,139 1,458 1,336 173 163 123 (1)— 
Total investment banking feesTotal investment banking fees5,107 4,010 3,137 3,616 2,991 2,288 (224)(212)(184)
Total fees and commissionsTotal fees and commissions9,447 7,835 6,718 6,179 5,742 4,454 (214)(195)(192)
Market making and similar activitiesMarket making and similar activities145 103 235 8,760 8,471 7,065 (255)(284)1,615 
Other income (loss)Other income (loss)2,772 2,036 2,855 305 (94)180 (5,120)(3,126)(4,040)
Total noninterest incomeTotal noninterest income$12,364 $9,974 $9,808 $15,244 $14,119 $11,699 $(5,589)$(3,605)$(2,617)
(1)All Other includes eliminations of intercompany transactions.


165Bank of America164


Business Segment Reconciliations
(Dollars in millions)202120202019
Segments’ total revenue, net of interest expense$94,883 $89,598 $94,222 
Adjustments (1):
   
Asset and liability management activities(4)375 241 
Liquidating businesses, eliminations and other(5,339)(3,946)(2,624)
FTE basis adjustment(427)(499)(595)
Consolidated revenue, net of interest expense$89,113 $85,528 $91,244 
Segments’ total net income30,589 18,293 28,786 
Adjustments, net-of-tax (1):
  
Asset and liability management activities11 279 202 
Liquidating businesses, eliminations and other1,378 (678)(1,558)
Consolidated net income$31,978 $17,894 $27,430 
December 31
20212020
Segments’ total assets$2,955,342 $2,555,486 
Adjustments (1):
 
Asset and liability management activities, including securities portfolio1,363,626 1,176,071 
Elimination of segment asset allocations to match liabilities(1,216,891)(977,685)
Other67,418 65,755 
Consolidated total assets$3,169,495 $2,819,627 
The table below presents a reconciliation of 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.
Business Segment Reconciliations
(Dollars in millions)202320222021
Segments’ total revenue, net of interest expense$107,459 $100,750 $94,883 
Adjustments (1):
   
Asset and liability management activities(2,011)(164)(4)
Liquidating businesses, eliminations and other(6,300)(5,198)(5,339)
FTE basis adjustment(567)(438)(427)
Consolidated revenue, net of interest expense$98,581 $94,950 $89,113 
Segments’ total net income30,466 29,180 30,589 
Adjustments, net-of-tax (1):
  
Asset and liability management activities(1,550)(122)11 
Liquidating businesses, eliminations and other(2,401)(1,530)1,378 
Consolidated net income$26,515 $27,528 $31,978 
December 31
20232022
Segments’ total assets$2,833,795 $2,896,301 
Adjustments (1):
Asset and liability management activities, including securities portfolio1,255,241 1,133,375 
Elimination of segment asset allocations to match liabilities(972,925)(1,041,793)
Other64,040 63,492 
Consolidated total assets$3,180,151 $3,051,375 
(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.
Condensed Statement of IncomeCondensed Statement of Income
Condensed Statement of Income
Condensed Statement of Income
(Dollars in millions)
(Dollars in millions)
(Dollars in millions)(Dollars in millions)202120202019202320222021
IncomeIncome   Income  
Dividends from subsidiaries:Dividends from subsidiaries:   Dividends from subsidiaries:  
Bank holding companies and related subsidiariesBank holding companies and related subsidiaries$15,621 $10,352 $27,820 
Interest from subsidiaries
Interest from subsidiaries
Interest from subsidiariesInterest from subsidiaries8,362 8,825 9,502 
Other income (loss)Other income (loss)(114)(138)74 
Total incomeTotal income23,869 19,039 37,396 
ExpenseExpense   Expense  
Interest on borrowed funds from subsidiariesInterest on borrowed funds from subsidiaries54 136 451 
Other interest expenseOther interest expense3,383 4,119 5,899 
Noninterest expenseNoninterest expense1,531 1,651 1,641 
Total expenseTotal expense4,968 5,906 7,991 
Income before income taxes and equity in undistributed earnings of subsidiariesIncome before income taxes and equity in undistributed earnings of subsidiaries18,901 13,133 29,405 
Income tax expenseIncome tax expense886 649 341 
Income before equity in undistributed earnings of subsidiariesIncome before equity in undistributed earnings of subsidiaries18,015 12,484 29,064 
Equity in undistributed earnings (losses) of subsidiaries:Equity in undistributed earnings (losses) of subsidiaries:   Equity in undistributed earnings (losses) of subsidiaries:  
Bank holding companies and related subsidiariesBank holding companies and related subsidiaries14,078 5,372 (1,717)
Nonbank companies and related subsidiariesNonbank companies and related subsidiaries(115)38 83 
Total equity in undistributed earnings (losses) of subsidiariesTotal equity in undistributed earnings (losses) of subsidiaries13,963 5,410 (1,634)
Net incomeNet income$31,978 $17,894 $27,430 
165 Bank of America


Condensed Balance Sheet
 December 31
(Dollars in millions)20212020
Assets  
Cash held at bank subsidiaries$5,011 $5,893 
Securities671 701 
Receivables from subsidiaries:
Bank holding companies and related subsidiaries217,447 206,566 
Banks and related subsidiaries347 213 
Nonbank companies and related subsidiaries368 410 
Investments in subsidiaries:
Bank holding companies and related subsidiaries316,497 305,818 
Nonbank companies and related subsidiaries3,645 3,715 
Other assets8,602 9,850 
Total assets$552,588 $533,166 
Liabilities and shareholders’ equity  
Accrued expenses and other liabilities$17,394 $15,965 
Payables to subsidiaries:
Banks and related subsidiaries107 129 
Bank holding companies and related subsidiaries3 — 
Nonbank companies and related subsidiaries11,564 11,067 
Long-term debt253,454 233,081 
Total liabilities282,522 260,242 
Shareholders’ equity270,066 272,924 
Total liabilities and shareholders’ equity$552,588 $533,166 
Condensed Statement of Cash Flows
(Dollars in millions)202120202019
Operating activities   
Net income$31,978 $17,894 $27,430 
Reconciliation of net income (loss) to net cash provided by (used in) operating activities:   
Equity in undistributed (earnings) losses of subsidiaries(13,963)(5,410)1,634 
Other operating activities, net(7,144)14,303 16,973 
Net cash provided by operating activities10,871 26,787 46,037 
Investing activities   
Net purchases of securities(14)(4)(17)
Net payments to subsidiaries(10,796)(33,111)(19,121)
Other investing activities, net(26)(7)
Net cash used in investing activities(10,836)(33,122)(19,131)
Financing activities   
Net increase (decrease) in other advances503 (422)(1,625)
Proceeds from issuance of long-term debt56,106 43,766 29,315 
Retirement of long-term debt(24,544)(23,168)(21,039)
Proceeds from issuance of preferred stock and warrants2,170 2,181 3,643 
Redemption of preferred stock(1,971)(1,072)(2,568)
Common stock repurchased(25,126)(7,025)(28,144)
Cash dividends paid(8,055)(7,727)(5,934)
Net cash provided by (used in) financing activities(917)6,533 (26,352)
Net increase (decrease) in cash held at bank subsidiaries(882)198 554 
Cash held at bank subsidiaries at January 15,893 5,695 5,141 
Cash held at bank subsidiaries at December 31$5,011 $5,893 $5,695 
Bank of America 166


Condensed Balance Sheet
 December 31
(Dollars in millions)20232022
Assets  
Cash held at bank subsidiaries$4,559 $9,609 
Securities644 617 
Receivables from subsidiaries:
Bank holding companies and related subsidiaries249,320 222,584 
Banks and related subsidiaries205 220 
Nonbank companies and related subsidiaries1,255 978 
Investments in subsidiaries:
Bank holding companies and related subsidiaries306,946 301,207 
Nonbank companies and related subsidiaries3,946 3,770 
Other assets6,799 7,156 
Total assets$573,674 $546,141 
Liabilities and shareholders’ equity  
Accrued expenses and other liabilities$14,510 $14,193 
Payables to subsidiaries:
Banks and related subsidiaries207 260 
Bank holding companies and related subsidiaries14 21 
Nonbank companies and related subsidiaries17,756 14,578 
Long-term debt249,541 243,892 
Total liabilities282,028 272,944 
Shareholders’ equity291,646 273,197 
Total liabilities and shareholders’ equity$573,674 $546,141 
Condensed Statement of Cash Flows
(Dollars in millions)202320222021
Operating activities   
Net income$26,515 $27,528 $31,978 
Reconciliation of net income (loss) to net cash provided by (used in) operating activities:   
Equity in undistributed (earnings) losses of subsidiaries(1,381)(2,341)(13,963)
Other operating activities, net3,395 (31,777)(7,144)
Net cash provided by (used in) operating activities28,529 (6,590)10,871 
Investing activities   
Net sales (purchases) of securities(15)25 (14)
Net payments to subsidiaries(21,267)(6,044)(10,796)
Other investing activities, net(43)(34)(26)
Net cash used in investing activities(21,325)(6,053)(10,836)
Financing activities   
Net increase (decrease) in other advances2,825 2,853 503 
Proceeds from issuance of long-term debt23,950 44,123 56,106 
Retirement of long-term debt(25,366)(19,858)(24,544)
Proceeds from issuance of preferred stock and warrants 4,426 2,170 
Redemption of preferred stock (654)(1,971)
Common stock repurchased(4,576)(5,073)(25,126)
Cash dividends paid(9,087)(8,576)(8,055)
Net cash provided by (used in) financing activities(12,254)17,241 (917)
Net increase (decrease) in cash held at bank subsidiaries(5,050)4,598 (882)
Cash held at bank subsidiaries at January 19,609 5,011 5,893 
Cash held at bank subsidiaries at December 31$4,559 $9,609 $5,011 
167 Bank of America


NOTE 25 Performance by Geographical Area
The Corporation’s operations are highly integrated with operations in both U.S. and non-U.S. markets. The non-U.S. business activities are largely conducted in Europe, the Middle East and 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)
(Dollars in millions)
(Dollars in millions)(Dollars in millions) 
Total Assets at Year End (1)
Total Revenue, Net of Interest Expense (2)
Income Before Income TaxesNet Income 
Total Assets at Year End (1)
Total Revenue, Net of Interest Expense (2)
Income Before Income TaxesNet Income
U.S. (3)
U.S. (3)
2021$2,789,862 $78,012 $31,392 $27,781 
20202,490,247 75,576 18,247 16,692 
201981,236 30,699 25,937 
AsiaAsia2021117,085 4,439 988 733 
202099,283 4,232 1,051 788 
20193,491 765 570 
Europe, Middle East and AfricaEurope, Middle East and Africa2021233,356 5,423 1,097 3,134 
2020202,701 4,491 (596)264 
20195,310 921 672 
Latin America and the CaribbeanLatin America and the Caribbean202129,192 1,239 499 330 
202027,396 1,229 293 150 
20191,207 369 251 
Total Non-U.S. Total Non-U.S. 2021379,633 11,101 2,584 4,197 
2020329,380 9,952 748 1,202 
201910,008 2,055 1,493 
Total ConsolidatedTotal Consolidated2021$3,169,495 $89,113 $33,976 $31,978 
20202,819,627 85,528 18,995 17,894 
201991,244 32,754 27,430 
(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 America168


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 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.
Brokerage and Other Assets – Non-discretionary client assets which are held in brokerage 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.
Macro Products – Include currencies, interest rates and commodities products.
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 RightsRight (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.
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.
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.


169Bank of America168


Key Metrics
Active Digital Banking Users Mobile and/or online active users over the past 90 days.
Active Mobile Banking Users – Mobile active users over the past 90 days.
Book Value – Ending common shareholders’ equity divided by ending common shares outstanding.
Common Equity Ratio - Ending common shareholders’ equity divided by ending total assets.
Deposit Spread Annualized net interest income divided by average deposits.
Dividend Payout Ratio – Common dividends declared divided by net income applicable to common shareholders.
Efficiency Ratio – Noninterest expense divided by total revenue, net of interest expense.
Gross Interest Yield – Effective annual percentage rate divided by average loans.
Net Interest Yield – Net interest income divided by average total interest-earning assets.

Operating Margin – Income before income taxes divided by total revenue, net of interest expense.
Return on Average Allocated Capital Adjusted net income divided by allocated capital.
Return on Average Assets – Net income divided by total average assets.
Return on Average Common Shareholders Equity – Net income applicable to common shareholders divided by average common shareholders’ equity.
Return on Average Shareholders Equity – Net income divided by average shareholders’ equity.
Risk-adjusted Margin – Difference between total revenue, net of interest expense, and net credit losses divided by average loans.
169Bank of America170


Acronyms
ABSAsset-backed securities
AFSAvailable-for-sale
AIArtificial intelligence
ALMAsset and liability management
ARRAlternative reference rates
AUMAssets under management
AVMAutomated valuation model
BANABank of America, National Association
BHCBank holding company
BofASBofA Securities, Inc.
BofASEBofA Securities Europe SA
bpsBasis points
BSBYBloomberg Short-Term Bank Yield Index
CAEChief Audit Executive
CAOChief Administrative Officer
CCARComprehensive Capital Analysis and Review
CCPCentral counterparty clearinghouses
CCPACalifornia’s Consumer Privacy Act
CDOCollateralized debt obligation
CDSCredit default swap
CECLCurrent expected credit losses
CET1Common equity tier 1
CFPBConsumer Financial Protection Bureau
CFTCCommodity Futures Trading Commission
CLOCollateralized loan obligation
CLTVCombined loan-to-value
CPRACalifornia Privacy Rights Act
CROChief Risk Officer
CVACredit valuation adjustment
DIFDeposit Insurance Fund
DTADeferred tax assets
DVADebit valuation adjustment
ECLExpected credit losses
EMRCEEAEnterprise Model Risk CommitteeEuropean Economic Area
EPSEarnings per common share
ERCEnterprise Risk Committee
ESGEnvironmental, social and governance
EUEuropean Union
FCAFinancial Conduct Authority
FDICFederal Deposit Insurance Corporation
FDICIAFederal Deposit Insurance Corporation Improvement Act of 1991
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
GLSGHGGlobal Liquidity SourcesGreenhouse gas
GLSGlobal Liquidity Sources
GNMAGovernment National Mortgage Association
GRMGlobal Risk Management
GSEGovernment-sponsored enterprise
G-SIBGlobal systemically important bank
GWIMGlobal Wealth & Investment Management
HELOCHome equity line of credit
HQLAHigh Quality Liquid Assets
HTMHeld-to-maturity
IBORInterbank Offered Rates
ICAAPInternal Capital Adequacy Assessment Process
IRLCInterest rate lock commitment
ISDAInternational Swaps and Derivatives Association, Inc.
LCRLiquidity Coverage Ratio
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
MLIMerrill Lynch International
MLPCCMerrill Lynch Professional Clearing Corp
MLPF&SMerrill Lynch, Pierce, Fenner & Smith Incorporated
MRCManagement Risk Committee
MSAMetropolitan Statistical Area
MSRMortgage servicing right
MWMMerrill Wealth Management
NOLNet operating loss
NSFRNet Stable Funding Ratio
OCCOffice of the Comptroller of the Currency
OCIOther comprehensive income
OECDOrganization for Economic Cooperation and Development
OREOOther real estate owned
OTCOver-the-counter
PCAPrompt Corrective Action
PPPPaycheck Protection Program
RMBSResidential mortgage-backed securities
RSURestricted stock unit
RWARisk-weighted assets
SBASmall Business Administration
SBLCStandby letter of credit
SCBStress capital buffer
SECSecurities and Exchange Commission
SIFISystemically important financial institution
SLRSupplementary leverage ratio
SOFRSecured Overnight Financing Rate
TDRTroubled debt restructuringsrestructuring
TLACTotal loss-absorbing capacity
UDAAPUnfair, deceptive, or abusive acts or practices
VAU.S. Department of Veterans Affairs
VaRValue-at-Risk
VIEVariable interest entity
171Bank of America170


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.
Report of Management on Internal Control Over Financial Reporting
The Report of Management on Internal Control overOver Financial Reporting is set forth on page 87 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 pages 88 and 89 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, 2021,2023, that materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.
Item 9B. Other Information
Amendment toTrading Arrangements
During the Bylaws of Bank of America Corporation
On February 22, 2022, the Board approved and adopted an amendment to the Bylaws of Bank of America Corporation, as amended and restated by the Board on September 23, 2020 (Bylaws). The amendment to the Bylaws was effective asfiscal quarter ended December 31, 2023, none of the date approved by the Board.
As partCorporation’s directors or officers (as defined in Rule 16a-1(f) of the amendment,Securities Exchange Act of 1934, as amended) adopted or terminated a Rule 10b5-1 trading arrangement or non-Rule 10b5-1 trading arrangement (in each case, as defined in Item 408 of Regulation S-K) for the Board adopted a new Article IX, Section 6 designating the Delaware Court of Chancery as the exclusive forum for certain legal actions (Delaware exclusive forum provision). The Delaware exclusive forum provision provides that, unless the Corporation consents in writing to the selection of an alternative forum, the following actions shall be solely and exclusively brought in the Court of Chancerypurchase or sale of the State of Delaware (or, if the Delaware Court of Chancery in the State of Delaware determines that it lacks jurisdiction over any such action or proceeding, another state or federal court located within the State of Delaware): (i) any derivative action or proceeding brought on behalf of the Corporation, (ii) any action asserting a claim of breach of a fiduciary duty owed by any current or former director, officer, or other employee or agent or stockholder of the Corporation to the Corporation or the Corporation’s stockholders, including a claim alleging the aiding and abetting of such a breach of fiduciary duty, (iii) any action asserting a claim against the Corporation or any current or former director, officer or other employee or agent of the Corporation arising pursuant to any provision of the Delawaresecurities.
General Corporation Law (DGCL) or the Corporation’s Certificate of Incorporation or Bylaws, or as to which the DGCL confers jurisdiction on the Court of Chancery of the State of Delaware; (iv) any action asserting a claim governed by the internal affairs doctrine of the State of Delaware; or (v) any action asserting an “internal corporate claim” as that term is defined in Section 115 of the DGCL.
Although the Delaware exclusive forum provision took effect immediately upon adoption by the Board, the Board determined, including based on input from our shareholders during our engagement process, that it would be beneficial in this instance, to submit it to shareholders for voluntary ratification at the Corporation’s 2022 annual meeting of shareholders with the understanding that, if shareholders fail to ratify the Delaware exclusive forum provision, the Board will amend the Bylaws to remove it.
The Bylaws amendment also related to other governance practices, including the following:
Adoption of gender-neutral language throughout the Bylaws, including using the title “Chair” in place of “Chairman”
Clarification that the notice to stockholder requirements apply except as otherwise provided within the bylaws or as permitted by law (Article III. Stockholders, Section 4. Notice to Stockholders)
Clarification that exemption from the majority voting standard refers to the chair of a stockholders’ meeting and that the election of directors and of the chair of a stockholders’ meeting are excluded from the Voting of Shares provision because they are covered elsewhere within the Bylaws (Article III. Stockholders, Section 9. Voting of Shares)
Clarification to specify the delivery method of notice for nominations or other business to be properly brought before an annual meeting (Article III. Stockholders, Section 12. Notice of Stockholder Business and Nominations)
Clarification that Board committees may exercise the authority of the Board to the extent and as provided by the Board (Article IV. Board of Directors, Section 6. Committees)
Revision to specify the method of delivery for the notice of director nomination and to clarify that any notification by a stockholder to correct any inaccuracy or omission in their submission does not cure any defect or limit the Corporation’s rights to omit a stockholder nominee from its proxy materials (Article IV. Board of Directors, Section 9. Inclusion of Director Nominations by Stockholders in the Corporation’s Proxy Materials)
Clarification that if a quorum is not present, a directors’ meeting may be adjourned by a majority of directors present (Article V. Meetings of Directors, Section 5. Quorum)
Clarification that duly authorized Board committees may elect officers (Article VI. Officers, Section 2. Appointment and Term)
Clarification that officers may specify by electronic transmission the effective date of resignation and that duly authorized Board committees may remove officers. (Article VI. Officers, Section 4. Resignation and Removal of Officers)
The amendment also includes certain other technical and conforming revisions and clarifications. The foregoing summary is qualified in its entirety by reference to the Bylaws of Bank of America Corporation, as Amended and Restated by the Board of Directors on February 22, 2022, a copy of which (marked to show changes from the prior version) is attached hereto as Exhibit 3.2 and is incorporated in this Item 9B by reference.

171 Bank of America


Disclosure Pursuant to Section 13(r) of the Securities Exchange Act of 1934
Pursuant to Section 13(r) of the Securities Exchange Act, of 1934, as amended (Exchange Act), an issuer is required to disclose in its annual or quarterly reports, as applicable, whether it or any of its affiliates knowingly engaged in certain activities, transactions or dealings relating to Iran or with individuals or entities designated pursuant to certain Executive Orders. Disclosure may be required even where the activities, transactions or dealings were conducted in compliance with applicable law. As previously disclosed in its related quarterly report on Form 10-Q, the Corporation identified and reported certain activities pursuant to Section 13(r) for the second quarter of 2023. The information provided pursuant to Section 13(r) of the Exchange Act in Item 5 of the quarter ended June 30, 2023 is hereby incorporated by reference to such report. Except as set forth below, as of the date of this Annual Report on Form 10-K, the Corporation is not aware of any other
activity, transaction or dealing by any of its affiliates during the quarter ended December 31, 20212023 that requires disclosure under Section 13(r) of the Exchange Act.
Pursuant to a specific license from the U.S. Treasury Department’s Office of Foreign Assets Control issued on May 28, 2021, duringDuring the fourth quarter of 2021,2023, Bank of America, National Association (BANA), a U.S. subsidiary of Bank of America Corporation, processed oneseven authorized wire depositpayments totaling $327,257 on behalf of$1,063,846 pursuant to a U.S. client into its account at BANA. The wire deposit settled invoices owed togeneral license issued by the U.S. client and consisted of unblocked funds belonging to Jammal Trust Bank, which at the timeDepartment of the deposit was designated pursuantTreasury’s Office of Foreign Assets Control regarding Afghanistan or governing institutions in Afghanistan. These payments for BANA clients were processed to Afghan state-owned banks, which are subject to Executive Order 13224. There was no measurable gross revenue or net profit to the Corporation relating to this transaction.these transactions, except nominal fees received by BANA for processing payments. The Corporation may in the future engage in similar transactions for its clients to the extent permitted by U.S. law.
Item 9C. Disclosure Regarding Foreign Jurisdictions that Prevent Inspections
Not applicable.
Part III
Bank of America Corporation and Subsidiaries
Item 10. Directors, Executive Officers and Corporate Governance
Information about our Executive Officers
The name, age, position and office, and business experience of our current executive officers are:
Dean C. Athanasia (55)(57) President, Regional Banking since October 2021; President, Retail and Preferred & Small Business Banking from January 2019 to October 2021; Co-Head -- Consumer Banking from September 2014 to January 2019; and
Preferred and Small Business Banking Executive from April 2011 to September 2014.
Aditya Bhasin (48)(50) Chief Technology & Information Officer since October 2021; Chief Information Officer and Head of Technology for Consumer, Small Business, Wealth Management and Employee Technology from October 2017 to October 2021; CIO, Retail, Preferred & Wealth Management Technology, and Wealth Management Operations from June 2015 to October 2017.
Darrin Steve Boland (53)(55) Chief Administrative Officer since October 2021; President, Retail from February 2020 to October 2021; Head of Consumer Lending from May 2017 to February 2020; Consumer Lending Executive from May 2015 to May 2017.
Alastair M. Borthwick (53)(55) Chief Financial Officer since November 2021; President of Global Commercial Banking from October 2012 to October 2021.
Sheri Bronstein (53)(55) Chief Human Resources Officer since January 2019; Global Human Resources Executive from July 2015 to January 2019; and HR Executive for Global Banking & Markets from March 2010 to July 2015.
James P. DeMare (52)(54) President, Global Markets since September 2020; Global Co-Head of FICC Trading and Commercial Real Estate Banking from February 2015 to September 2020.
Paul M. Donofrio (61)(63) Vice Chair since November 2021; Chief Financial Officer from August 2015 to November 2021; Strategic Finance Executive from April 2015 to August 2015; and Head of Global Corporate Credit and Transaction Banking from January 2012 to April 2015.
Bank of America 172


Geoffrey S. Greener (57)(59) Chief Risk Officer since April 2014; Head of Enterprise Capital Management from April 2011 to April 2014.
Matthew M. Koder (50)Lindsay D. Hans (44) President, Global Corporate & Investment BankingCo-Head Merrill Wealth Management since December 2018; PresidentApril 2023; Head of APACPrivate Wealth Management, International and Institutional, Merrill Lynch from February 2023 to March 2023; Division Executive, Merrill Lynch from March 20122017 to December 2018.February 2023; Market Executive, Merrill Lynch from September 2014 to March 2017.
Kathleen A. Knox (58)(60) President, The Private Bank since November 2017; Head of Business Banking from October 2014 to November 2017; and Retail Banking & Distribution Executive from June 2011 to October 2014.
Matthew M. Koder (52) President, Global Corporate & Investment Bankingsince December 2018; President of APAC from March 2012 to December 2018.
Bernard A. Mensah (53)(55) President, International, CEO of Merrill Lynch International (MLI), BANA London Branch Head since August 2020. President of UK and Central and Eastern Europe, the Middle East, Africa, CEO of MLI, BANA London Branch and Co-Head of Global Fixed Income Currency and Commodities (FICC) Trading from September 2019 to August 2020; Co-Head of Global FICC Trading from March 2015 to September 2019.
Lauren A. Mogensen (59)(61) Global General Counsel since November 2021; Head of Global Compliance & Operational Risk, and Reputational Risk from December 2013 to October 2021.
Brian T. Moynihan (62)(64) Chair of the Board since October 2014, and President, Chief Executive Officer, and member of the Board of Directors since January 2010.
Thong M. Nguyen (63)(65) Vice Chair, Head of Global Strategy & Enterprise Platforms since October 2021; Vice Chairman from January 2019 to October 2021; Co-Head -- Consumer Banking from September 2014 to January 2019; Retail Banking Executive from April 2014 to September 2014; and Retail Strategy, and Operations & Digital Banking Executive from September 2012 to April 2014.
Eric A. Schimpf (55) President, Co-Head Merrill Wealth Management since April 2023; Pacific Coast Division Executive, Merrill Lynch from July 2022 to March 2023; Head of Advisory Division, Merrill Lynch from September 2020 to July 2022; Southeast Division Executive, Merrill Lynch from April 2017 to
September 2020; South Atlantic Division Executive, Merrill Lynch from June 2015 to April 2017; Market Executive, Merrill Lynch from January 2014 to June 2015.
Thomas M. Scrivener (50)(52) Chief Operations Executive since October 2021; Head of Consumer, Small Business & Wealth Management Operations from October 2019 to October 2021; Global Real Estate and Enterprise Initiatives Executive from September 2018 to October 2019; Enterprise Scenario Planning and Execution Executive from May 2016 to September 2018; Enterprise Stress Testing, Recovery & Resolution Planning Executive from June 2014 to March 2016.
Andrew M. Sieg (54) President, Merrill Wealth Management since January 2017; and Head of Global Wealth & Retirement Solutions with Merrill Lynch from October 2011 to January 2017.
Bruce R. Thompson (57)(59) Vice Chair, Head of Enterprise Credit since October 2021; Vice Chairman, Head of Institutional Credit Exposure Management (from December 2020) and Wholesale Credit Underwriting and Monitoring (from May 2021) to October 2021; Vice Chairman, President of the EU & Switzerland and CEO of Bank of America Europe DAC from May 2018 to
Bank of America 172


December 2020; Vice Chairman of Bank of America Corporation from March 2016 to May 2018; Managing Director from July 2015 to March 2016; Chief Financial Officer from July 2011 to July 2015.
Information included under the following captions in the Corporation’s proxy statement relating to its 20222024 annual meeting of shareholders (the 20222024 Proxy Statement) is incorporated herein by reference:
    “Proposal 1: Electing directors – Our director nominees;”
    “Corporate governance – Additional corporate governance information;”
“Corporate governance – Committees and membership;” and
    “Corporate governance – Board meetings and attendance.attendance;” and
“Delinquent Section 16(a) Reports.
Item 11. Executive Compensation
Information included under the following captions in the 20222024 Proxy Statement is incorporated herein by reference:
    “Compensation discussion and analysis;”
    “Compensation and Human Capital Committee report;Report;
    “Executive compensation;
“CEO pay ratio;
    “Corporate governance;” and
    “Director compensation.”

173 Bank of America


Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters
Information included under the following caption in the 20222024 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, 2021:2023:
Plan Category (1)
Plan Category (1)
Plan Category (1)
Plan Category (1)
(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)
(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 shareholdersPlans approved by shareholders188,687,164 — 254,845,261 
Plans not approved by shareholdersPlans not approved by shareholders— — — 
TotalTotal188,687,164 — 254,845,261 
(1)This table does not include 593,890469,974 vested restricted stock units (RSUs) and stock option gain deferrals at December 31, 20212023 that were assumed by the Corporation in connection with prior acquisitions under whose plans the awards were originally granted.
(2)Consists of outstanding restricted stock units.RSUs. Includes 3,671,5763,855,179 vested restricted stock unitsRSUs subject to a required twelve-monthpost-vest holding period.
(3)Restricted stock unitsRSUs do not have an exercise price and are delivered without any payment or consideration.
(4)Amount represents shares of common stock available for future issuance under the Bank of America Corporation Equity Plan.
Item 13. Certain Relationships and Related Transactions, and Director Independence
Information included under the following captions in the 20222024 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 20222024 Proxy Statement is incorporated herein by reference:
    “Proposal 3: Ratifying the appointment of our independent registered public accounting firm for 2022.2024.

173Bank of America174


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 (PCAOB ID 238)
Consolidated Statement of Income for the years ended December 31, 2021, 20202023, 2022 and 20192021
Consolidated Statement of Comprehensive Income for the years ended December 31, 2021, 20202023, 2022 and 20192021
Consolidated Balance Sheet at December 31, 20212023 and 20202022
Consolidated Statement of Changes in Shareholders’ Equity for the years ended December 31, 2021, 20202023, 2022 and 20192021
Consolidated Statement of Cash Flows for the years ended December 31, 2021, 20202023, 2022 and 20192021
Notes to Consolidated Financial Statements
(2) Schedules:
None
(3) Index to Exhibits
With the exception of the information expressly incorporated herein by reference, the 20222024 Proxy Statement shall not be deemed filed as part of this Annual Report on Form 10-K.
Incorporated by Reference
Incorporated by Reference
Incorporated by Reference
Incorporated by Reference
Exhibit No.Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
3.13.113.110-Q3.104/29/221-6523
3.23.213.210-K3.22/22/231-6523
4.14.1S-34.12/1/9533-575334.1S-34.12/1/9533-57533
4.24.28-K4.311/18/981-65234.28-K4.311/18/981-6523
4.34.38-K4.46/14/011-65234.38-K4.46/14/011-6523
4.44.48-K4.28/27/041-65234.48-K4.28/27/041-6523
4.54.5S-34.65/5/06333-1338524.5S-34.65/5/06333-133852
4.64.68-K4.112/5/081-65234.68-K4.112/5/081-6523
4.74.710-K4(ee)2/25/111-65234.710-K4(ee)2/25/111-6523
4.84.88-K4.11/13/171-65234.88-K4.11/13/171-6523
4.94.910-K4(a)2/23/171-65234.910-K4(a)2/23/171-6523
4.104.10S-34.26/28/96333-072294.10S-34.26/28/96333-07229
4.114.1110-K4(aaa)2/28/071-65234.1110-K4(aaa)2/28/071-6523
4.124.12S-34.125/1/15333-2023544.12S-34.125/1/15333-202354
4.134.13S-34.135/1/15333-2023544.13S-34.135/1/15333-202354
4.144.14S-34.145/1/15333-2023544.14S-34.145/1/15333-202354
4.154.158-K4.21/13/171-65234.158-K4.21/13/171-6523
4.164.168-K4.31/13/171-65234.168-K4.31/13/171-6523
4.174.17S-34.52/1/9533-575334.17S-34.52/1/9533-57533
4.184.188-K4.811/18/981-65234.188-K4.811/18/981-6523
Bank of America 174


Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
4.19S-44.33/16/07333-141361
4.2010-K4(ff)2/25/111-6523
4.2110-K4(i)2/23/171-6523
4.22

S-34.36/27/18333-224523
4.23S-34.46/27/18333-224523
4.24S-34.56/27/18333-224523
4.25S-34.48/2/21333-257399
4.26S-34.58/2/21333-257399
4.27S-34.66/27/18333-224523
4.28S-34.76/27/18333-224523
4.29S-34.78/2/21333-257399
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
4.301
10.1210-K10(c)2/27/091-6523
10.2

210-K10(c)2/26/101-6523
10.3210-K10(a)2/28/131-6523
10.4210-K10.42/19/201-6523
10.5210-K10.52/19/201-6523
10.6

210-K10.62/19/201-6523
10.7

210-K10.72/19/201-6523
10.8NationsBank Corporation Benefit Security Trust dated as of June 27, 1990210-K10(t)3/27/911-6523
10.9First Supplement to NationsBank Corporation Benefit Security Trust dated as of
November 30, 1992
210-K10(v)3/24/931-6523
10.10210-K10(o)3/29/961-6523
10.11210-K10(c)2/25/151-6523
10.12210-K10(vv)2/24/161-6523
10.132S-84(c)11/19/19333-234780
10.14210-K10.142/19/201-6523
10.15210-K10.152/24/211-6523
10.16210-K10(g)3/3/031-6523
10.17210-K10(d)2/28/131-6523
10.18210-K10(g)2/28/071-6523
10.19210-K10(f)2/26/191-6523
10.2028-K10.25/7/151-6523
10.21210-K10(mm)2/26/191-6523
10.2228-K10.14/24/191-6523
175 Bank of America


Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
10.2328-K10.14/22/211-6523
10.24210-Q10(a)5/2/161-6523
10.25210-K10(h)2/26/191-6523
10.26

210-Q10(a)4/26/191-6523
10.27210-Q10(b)4/26/191-6523
10.28210-Q10.15/1/201-6523
10.29210-Q10.25/1/201-6523
10.30210-Q10.14/29/211-6523
10.31210-Q10.24/29/211-6523
10.321, 2
10.331, 2
10.341, 2
10.351, 2
10.36210-Q10(c)4/26/191-6523
10.37210-K10(v)3/1/041-6523
10.38210-K10(r)3/1/051-6523
10.39210-K10(u)3/1/051-6523
10.40210-K10(v)3/1/051-6523
10.41210-K10(p)2/26/101-6523
10.42210-K10(I)2/28/131-6523
10.43210-K10(c)2/25/111-6523
10.44210-K10(x)3/1/051-6523
10.45210-K10(y)3/1/051-6523
10.46210-K10(z)3/1/051-6523
10.47210-K10(aa)3/1/051-6523
10.48210-K10(cc)3/1/051-6523
10.49210-K10(hh)3/1/051-6523
10.50210-K10(ii)3/1/051-6523
10.51210-K10(jj)3/1/051-6523
10.52210-K10(ll)3/1/051-6523
10.53210-K10(oo)3/1/051-6523
10.542S-410(d)12/4/03333-110924
10.5528-K10.110/26/051-6523
10.5628-K10.210/26/051-6523
10.57210-K10(bbb)2/26/101-6523
Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
4.19S-44.33/16/07333-141361
4.2010-K4(ff)2/25/111-6523
4.2110-K4(i)2/23/171-6523
4.22S-34.36/27/18333-224523
4.23S-34.46/27/18333-224523
4.24S-34.56/27/18333-224523
4.25S-34.48/2/21333-257399
4.26S-34.58/2/21333-257399
4.27S-34.66/27/18333-224523
4.28S-34.76/27/18333-224523
4.29S-34.78/2/21333-257399
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
4.301
10.1210-K10(c)2/27/091-6523
10.2

210-K10(c)2/26/101-6523
10.3210-K10(a)2/28/131-6523
10.4210-K10.42/19/201-6523
10.5210-K10.52/19/201-6523
10.6

210-K10.62/19/201-6523
10.7

210-K10.72/19/201-6523
10.8210-K10(c)2/25/151-6523
10.9210-K10(vv)2/24/161-6523
10.102S-84(c)11/19/19333-234780
10.11210-K10.142/19/201-6523
10.12210-K10.152/24/211-6523
10.13210-K10(g)3/3/031-6523
10.14210-K10(d)2/28/131-6523
10.15210-K10(g)2/28/071-6523
10.16210-K10(f)2/26/191-6523
10.1728-K10.25/7/151-6523
10.18210-K10(mm)2/26/191-6523
10.1928-K10.14/24/191-6523
10.2028-K10.14/22/211-6523
10.2128-K10.14/28/231-6523
10.22210-K10(h)2/26/191-6523
Bank of America 176


Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
10.588-K1.18/25/111-6523
10.59210-Q107/30/181-6523
10.60210-Q10(b)6/30/191-6523
21

1
2210-Q2210/29/211-6523
231
241
31.11
31.21
32.11
32.21
101.INSInline XBRL Instance Document3
101.SCHInline XBRL Taxonomy Extension Schema Document1
101.CALInline XBRL Taxonomy Extension Calculation Linkbase Document1
101.LABInline XBRL Taxonomy Extension Label Linkbase Document1
101.PREInline XBRL Taxonomy Extension Presentation Linkbase Document1
101.DEFInline XBRL Taxonomy Extension Definitions Linkbase Document1
104Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)
Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
10.23210-Q10.14/29/211-6523
10.24210-Q10.24/29/211-6523
10.25210-K10.322/22/221-6523
10.26 210-K10.332/22/221-6523
10.27210-K10.342/22/221-6523
10.28210-K10.352/22/221-6523
10.29210-K10(v)3/1/041-6523
10.30210-K10(r)3/1/051-6523
10.31210-K10(u)3/1/051-6523
10.32210-K10(v)3/1/051-6523
10.33210-K10(p)2/26/101-6523
10.34210-K10(I)2/28/131-6523
10.35210-K10(c)2/25/111-6523
10.36210-K10(aa)3/1/051-6523
10.37210-K10(cc)3/1/051-6523
10.38210-K10(hh)3/1/051-6523
10.39210-K10(ii)3/1/051-6523
10.40210-K10(jj)3/1/051-6523
10.41210-K10(ll)3/1/051-6523
10.42210-K10(oo)3/1/051-6523
10.432S-410(d)12/4/03333-110924
10.4428-K10.110/26/051-6523
10.4528-K10.210/26/051-6523
10.468-K1.18/25/111-6523
10.47210-Q107/30/181-6523
10.48210-Q10(b)7/29/191-6523
10.49210-Q10.110/28/221-6523
10.50210-Q10(c)4/26/191-6523
10.512, 310-Q10.14/29/221-6523
10.522, 310-Q10.24/29/221-6523
10.532, 310-Q10.34/29/221-6523
10.542, 310-K10.622/22/231-6523
21

1
2210-K222/22/231-6523
231
177 Bank of America


Incorporated by Reference
Exhibit No.DescriptionNotesFormExhibitFiling DateFile No.
241
31.11
31.21
32.14
32.24
97.11
99.110-K99.12/22/231-6523
101.INSInline XBRL Instance Document5
101.SCHInline XBRL Taxonomy Extension Schema Document1
101.CALInline XBRL Taxonomy Extension Calculation Linkbase Document1
101.LABInline XBRL Taxonomy Extension Label Linkbase Document1
101.PREInline XBRL Taxonomy Extension Presentation Linkbase Document1
101.DEFInline XBRL Taxonomy Extension Definitions Linkbase Document1
104Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)
(1)Filed Herewith.
(2)Exhibit is a management contract or compensatory plan or arrangement.
(3)As permitted by Regulation S-K, Item 601(b)(10)(iv) of the Securities Exchange Act of 1934, as amended, certain portions of this exhibit have been redacted from the publicly filed document.
(4)Furnished herewith. This exhibit shall not be deemed “filed” for purposes of Section 18 of the Securities Exchange Act of 1934, or otherwise subject to the liability of that Section. Such exhibit shall not be deemed incorporated into any filing under the Securities Act of 1933 or the Securities Exchange Act of 1934.
(5)The instance document does not appear in the interactive data file because its XBRL tags are embedded within the inline XBRL document.

Item 16. Form 10-K Summary
Not applicable.
177Bank of America178


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, 202220, 2024
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.
SignatureTitleDate
/s/ Brian T. Moynihan
Chief Executive Officer, President, Chair and Director
(Principal Executive Officer)
February 22, 202220, 2024
Brian T. Moynihan
   
*/s/ Alastair M. BorthwickChief Financial Officer
(Principal Financial Officer)
February 22, 202220, 2024
Alastair M. Borthwick
   
*/s/ Rudolf A. BlessChief Accounting Officer
(Principal Accounting Officer)
February 22, 202220, 2024
Rudolf A. Bless
   
*/s/ Sharon L. AllenDirectorFebruary 22, 202220, 2024
Sharon L. Allen
*/s/ Susan S. BiesJosé E. AlmeidaDirectorFebruary 22, 202220, 2024
Susan S. BiesJosé E. Almeida
*/s/ Frank P. Bramble, Sr.
DirectorFebruary 22, 2022
Frank P. Bramble, Sr.
   
*/s/ Pierre J. P.J.P. de WeckDirectorFebruary 22, 202220, 2024
Pierre J. P.J.P. de Weck
   
*/s/ Arnold W. DonaldDirectorFebruary 22, 202220, 2024
Arnold W. Donald
*/s/ Linda P. Hudson
DirectorFebruary 22, 202220, 2024
Linda P. Hudson
*/s/ Monica C. LozanoDirectorFebruary 22, 202220, 2024
Monica C. Lozano
*/s/ Thomas J. MayDirectorFebruary 22, 2022
Thomas J. May
*/s/ Lionel L. Nowell IIIDirectorFebruary 22, 202220, 2024
Lionel L. Nowell III
*/s/ Denise L. RamosDirectorFebruary 20, 2024
Denise L. Ramos
*/s/ Clayton S. RoseDirectorFebruary 20, 2024
Clayton S. Rose
179Bank of America178


SignatureTitleDate
*/s/ Denise L. RamosDirectorFebruary 22, 2022
Denise L. Ramos
*/s/ Clayton S. RoseDirectorFebruary 22, 2022
Clayton S. Rose
*/s/ Michael D. WhiteDirectorFebruary 22, 202220, 2024
Michael D. White
*/s/ Thomas D. WoodsDirectorFebruary 22, 202220, 2024
Thomas D. Woods
*/s/ R. David YostDirectorFebruary 22, 2022
R. David Yost
*/s/ Maria T. Zuber
DirectorFebruary 22, 202220, 2024
Maria T. Zuber
*By/s/ Ross E. Jeffries, Jr.  
Ross E. Jeffries, Jr.
Attorney-in-Fact



179Bank of America180