0000007789us-gaap:CommonStockMemberus-gaap:SubsequentEventMember2020-02-042020-02-04




UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 10-K
(Mark One)
þANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
 For the fiscal year endedDecember 31, 20162019
¨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: 001-31343
ASSOCIATED BANC-CORP
(Exact name of registrant as specified in its charter)
Wisconsin39-1098068
(State or other jurisdiction of

incorporation or organization)
(I.R.S. Employer

Identification No.)
433 Main Street
Green Bay, Wisconsin
54301
Green Bay,Wisconsin54301 
(Address of principal executive offices)(Zip Code)
Registrant’s telephone number, including area code: (920) 491-7500
SECURITIES REGISTERED PURSUANT TO SECTION 12(b) OF THE ACT:
Title of each classTrading symbolName of each exchange on which registered
Common stock, par value $0.01 per share
Depositary Shares, each representing a 1/40th interest in a
share of 6.125% Non-Cumulative Perpetual Preferred Stock, Series C
Depositary Shares, each representing a 1/40th interest in a
share of 5.375% Non-Cumulative Perpetual Preferred Stock, Series D
Warrants to purchase shares of Common Stock of
Associated Banc-Corp
ASB
The New York Stock Exchange

Depositary Shrs, each representing 1/40th intrst in a shr of 6.125% Non-Cum. Perp Pref Stock, Srs CASB PrCThe New York Stock Exchange

Depositary Shrs, each representing 1/40th intrst in a shr of 5.375% Non-Cum. Perp Pref Stock, Srs DASB PrDThe New York Stock Exchange

NYSE MKT
Depositary Shrs, each representing 1/40th intrst in a shr of 5.875% Non-Cum. Perp Pref Stock, Srs EASB PrEThe New York Stock Exchange
SECURITIES REGISTERED PURSUANT TO SECTION 12(g) OF THE ACT:
None
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.
Yes  þ        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  þ
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  þ        No  ¨
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Website, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§ 232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).
Yes  þ        No  ¨
Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S-K (§ 229.405 of this chapter) is not contained herein, and will not be contained, to the best of registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K.    ¨
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or a smaller reporting company or emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer”filer,” “smaller reporting company” and “smaller reporting“emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerþ
Accelerated filer¨
Non-accelerated filer¨
Smaller reporting company¨
Emerging growth company(Do not check if a smaller reporting company)
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.    ¨
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act).
Yes  ¨        No  þ
As of June 30, 2016,2019, (the last business day of the registrant’s most recently completed second fiscal quarter) the aggregate market value of the voting stock held by nonaffiliates of the registrant was approximately $2,556,756,000.$3,375,478,000. This excludes approximately $33,520,000$63,196,000 of market value representing the outstanding shares of the registrant owned by all directors and officers who individually, in certain cases, or collectively, may be deemed affiliates. This includes approximately $53,882,000$59,863,000 of market value representing 2.08%1.74% of the outstanding shares of the registrant held in a fiduciary capacity by the trust company subsidiary of the registrant.
As of February 1, 2017, 151,806,0156, 2020, 156,455,138 shares of common stock were outstanding.

DOCUMENTS INCORPORATED BY REFERENCE
Portions of the registrant's Proxy Statement for the Annual Meeting of Shareholders to held on April 28, 2020 are incorporated by reference in this Form 10-K into Part III.






ASSOCIATED BANC-CORP
2019 Form 10-K Table of Contents
Page
Document:
Proxy Statement for Annual Meeting of
Shareholders on April 25, 2017Item 1.
Part of Form 10-K Into Which
Portions of Documents are Incorporated:
Part III1



ASSOCIATED BANC-CORP
2016 FORM 10-K TABLE OF CONTENTS
Item 1B.
Page












ASSOCIATED BANC-CORP
Commonly Used Acronyms and Abbreviations
The following listing provides a reference of common acronyms and abbreviations used throughout the document:

2017 Plan2017 Incentive Compensation Plan
ABRCAssociated Benefits and Risk Consulting
ABSAsset-Backed Securities
ACLAllowance for Credit Losses
ADCAcquisition, Development, or Construction
ALCOAsset / Liability Committee
AndersonAnderson Insurance and Investment Agency, Inc.
ASCAccounting Standards Codification
Associated / Corporation / our / us / weAssociated Banc-Corp collectively with all of its subsidiaries and affiliates
Associated Bank / the BankAssociated Bank, National Association
ASUAccounting Standards Update
Bank MutualBank Mutual Corporation
Basel IIIInternational framework established by the Basel Committee on Banking Supervision for the regulation of capital and liquidity
BHC ActBank Holding Company Act of 1956, as amended
bpbasis point(s)
BSABank Secrecy Act
CDsCertificates of Deposit
CDIsCore Deposit Intangibles
CECLCurrent Expected Credit Losses
CET1Common Equity Tier 1
CFPBConsumer Financial Protection Bureau
CMBSCommercial Mortgage-Backed Securities
CMOsCollateralized Mortgage Obligations
CRACommunity Reinvestment Act
DIFDeposit Insurance Fund
DiversifiedDiversified Insurance Solutions
Dodd-Frank ActDodd-Frank Wall Street Reform and Consumer Protection Act
DOLDepartment of Labor
DTAsDeferred Tax Assets
DTCCDepository Trust & Clearing Corporation
EAREarnings at Risk
Economic Growth ActEconomic Growth, Regulatory Relief, and Consumer Protection Act
Exchange ActSecurities Exchange Act of 1934, as amended
FASBFinancial Accounting Standards Board
FCAUnited Kingdom Financial Conduct Authority
FDICFederal Deposit Insurance Corporation
FDICIAFederal Deposit Insurance Corporation Improvement Act
Federal Reserve Board / Federal Reserve / FRBBoard of Governors of the Federal Reserve System
FFELPFederal Family Education Loan Program
FHLBFederal Home Loan Bank
FHLMCFederal Home Loan Mortgage Corporation
FICCFixed Income Clearing Corporation
FICOFinancing Corporation, established by the Competitive Equality Banking Act of 1987




FICO ScoreFair Isaac Corporation score, a broad-based risk score to aid in credit decisions
FinCENFinancial Crimes Enforcement Network
FINRAFinancial Industry Regulatory Authority
First StauntonFirst Staunton Bancshares, Incorporated
FNMAFederal National Mortgage Association
FRBNYFederal Reserve Bank of New York
FTPFunds Transfer Pricing
GAAPGenerally Accepted Accounting Principles
GNMAGovernment National Mortgage Association
GSEGovernment-Sponsored Enterprise
HuntingtonThe Huntington National Bank, a subsidiary of Huntington Bancshares Incorporated
HVCREHigh Volatility Commercial Real Estate
IDIsInsured Depository Institutions
LIBORLondon Interbank Offered Rate
LTVLoan-to-Value
MBSMortgage-Backed Securities
MSAMortgage Servicing Asset
MSRsMortgage Servicing Rights
MVEMarket Value of Equity
Net Free FundsNoninterest-bearing sources of funds
NIINet Interest Income
NPAsNonperforming Assets
NYSENew York Stock Exchange
OCCOffice of the Comptroller of the Currency
OCIOther Comprehensive Income
OREOOther Real Estate Owned
Parent CompanyAssociated Banc-Corp individually
Patriot ActUniting and Strengthening America by Providing Appropriate Tools Required to Intercept and Obstruct Terrorism Act of 2001
RAPRetirement Account Plan - the Corporation's noncontributory defined benefit retirement plan
Repurchase AgreementsSecurities sold under agreements to repurchase
RESPAReal Estate Settlement Procedures Act
Restricted Stock AwardsRestricted common stock and restricted common stock units to certain key employees
Retirement Eligible ColleaguesColleagues whose retirement meets the early retirement or normal retirement definitions under the 2017 Plan
S&PStandard & Poor's
SARsSuspicious Activity Reports
SECU.S. Securities and Exchange Commission
Securities ActSecurities Act of 1933, as amended
Series C Preferred StockThe Corporation's 6.125% Non-Cumulative Perpetual Preferred Stock, Series C, liquidation preference $1,000 per share
Series D Preferred StockThe Corporation's 5.375% Non-Cumulative Perpetual Preferred Stock, Series D, liquidation preference $1,000 per share
Series E Preferred StockThe Corporation's 5.875% Non-Cumulative Perpetual Preferred Stock, Series E, liquidation preference $1,000 per share
SOFRSecured Overnight Finance Rate
Tax ActU.S. Tax Cuts and Jobs Act of 2017
TILATruth in Lending Act
WarrantsTroubled Asset Relief Program ("TARP") warrants





Special Note Regarding Forward-Looking Statements
This document, including the documents that are incorporated by reference, contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended (the “Securities Act”) and Section 21E of the Exchange Act (the “Exchange Act”).Act. You can identify forward-looking statements by words such as “may,” “should,” “expect,” “plan,” “anticipate,” “intend,” “believe,” “estimate,” “predict,” “potential,” “continue,” “could,” “future,” “outlook,”"may," "should," "expect," "plan," "anticipate," "intend," "believe," "estimate," "predict," "potential," "continue," "could," "future," "outlook," or the negative of those terms or other words of similar meaning. You should read statements that contain these words carefully because they discuss our future expectations or state other “forward-looking”"forward-looking" information. Such forward-looking statements may relate to our financial condition, results of operations, plans, objectives, future performance, or business and are based upon the beliefs and assumptions of our management and the information available to our management at the time these disclosures are prepared. These forward-looking statements involve risks and uncertainties that we may not be able to accurately predict or control and our actual results may differ materially from those we described in our forward-looking statements. Shareholders should be aware that the occurrence of the events discussed under the heading “Risk Factors”Risk Factors in this document, and in the information incorporated by reference herein, could have an adverse effect on our business, results of operations, and financial condition. These factors, many of which are beyond our control, include the following:following.
creditCredit risks, including changes in economic conditions and risk relating to our allowance for credit losses;losses.
liquidityLiquidity and interest rate risks, including the impact of capital market conditions and changes in monetary policy on our borrowings and net interest income;income.
operationalOperational risks, including processing, information systems, cybersecurity, vendor problems, business interruption, and fraud risks;risks.
strategicStrategic and external risks, including economic, political, and competitive forces impacting our business;business.
legal,Legal, compliance, and reputational risks, including regulatory and litigation risks; andrisks.
theThe risk that our analyses of these risks and forces could be incorrect and / or that the strategies developed to address them could be unsuccessful.
For a discussion of these and other risks that may cause actual results to differ from expectations, please refer to the “Risk Factors”Risk Factors section of this document. The forward-looking statements contained or incorporated by reference in this document relate only to circumstances as of the date on which the statements are made. We undertake no obligation to update or revise any forward-looking statements, whether as a result of new information, future events, or otherwise.
PART I

ITEM 1.BUSINESSBusiness

General
Associated Banc-Corp (individually referred to herein as the “Parent Company” and together with all of its subsidiaries and affiliates, collectively referred to herein as the “Corporation,” “Associated,” “we,” “us,” or “our”) is a bank holding company registered pursuant to the Bank Holding Company Act of 1956, as amended (the “BHC Act”).BHC Act. Our bank subsidiary, Associated Bank National Association (“Associated Bank” or the “Bank”) traces its history back to the founding of the Bank of Neenah in 1861. We were incorporated in Wisconsin in 1964 and were inactive until 1969 when permission was received from the Board of Governors of the Federal Reserve System (the “Federal Reserve” or “FRB” )Board to acquire three banks. At December 31, 2016,2019, we owned one nationally chartered commercial bank headquartered in Green Bay, Wisconsin, which serves local communities across the upper Midwest, one nationally chartered trust company headquartered in Wisconsin, and 1012 limited purpose banking and nonbanking subsidiaries either located in or conducting business primarily in our three-state footprint (Wisconsin,

Illinois, and Minnesota) that are closely related or incidental to the business of banking or financial in nature. Measured by total assets reported at December 31, 2016,2019, we are the largest commercial bank holding company headquartered in Wisconsin and one of the top 50, publicly traded, bank holding companies headquartered in the U.S.
Services
Through Associated Bank and various nonbanking subsidiaries, we provide a broad array of banking and nonbanking products and services to individuals and businesses through 217248 banking branches at December 31, 2019 serving more than 100120 communities, primarily within our three state branch footprint. Our business is primarily relationship-driven and is organized into three reportable segments: Corporate and Commercial Specialty; Community, Consumer, and Business; and Risk Management and Shared Services.
1


See Note 21 Segment Reporting of the notes to consolidated financial statements in Part II, Item 8, “FinancialFinancial Statements and Supplementary Data, for additional information concerning our reportable segments.
We are not dependent upon a single or a few customers, the loss of which would have a material adverse effect on us.
Employees
At December 31, 2016,2019, we had 4,4414,669 full-time equivalent employees. None of our employees are represented by unions.
Competition
The financial services industry is highly competitive. We compete for loans, deposits, and financial services in all of our principal markets. We compete directly with other bank and nonbank institutions located within our markets, internet-based banks, out-of-market banks and bank holding companies that advertise or otherwise serve our markets, money market funds and other mutual funds, brokerage houses, and various other financial institutions. Additionally, we compete with insurance companies, leasing companies, regulated small loan companies, credit unions, governmental agencies and commercial entities offering financial services products.products, including nonbank lenders and so-called financial technology companies. Competition involves, among other things, efforts to retain current customers and to obtain new loans and deposits, the scope and typetypes of services offered, interest rates paid on deposits and charged on loans, as well as other aspects of banking. We also face direct competition from subsidiaries of bank holding companies that have far greater assets and resources than ours.
Supervision and Regulation
Overview
The Corporation and its banking and nonbanking subsidiaries are subject to extensive regulation and oversight both at the federal and state levels. The following is an overview of the statutory and regulatory framework that affects the business of the Corporation and our subsidiaries.
Bank Holding Company Act Requirements
As a registered bank holding company under the BHC Act, we are regulated, supervised, and examined by the Federal Reserve. In connection with applicable requirements, bank holding companies file periodic reports and other information with the Federal Reserve. The BHC Act also governs the activities that are permissible for bank holding companies and their affiliates and permits the Federal Reserve, in certain circumstances, to issue cease and desist orders and other enforcement actions against bank holding companies and their nonbanking affiliates to correct and curtail unsafe or unsound banking practices. Under the Dodd-Frank Wall Street Reform and Consumer Protection Act (the “Dodd-Frank Act”) and longstanding Federal Reserve policy, bank holding companies are required to act as a source of financial strength to each of their banking subsidiaries pursuant to which such holding company may be required to commit financial resources to support such subsidiaries in circumstances when, absent such requirements, they might not otherwise do.do so. The BHC Act further regulates holding company activities,

including requirements and limitations relating to capital, transactions with officers, directors and affiliates, securities issuances, dividend payments, inter-affiliate liabilities, extensions of credit, and expansion through mergers and acquisitions.
The BHC Act allows certain qualifying bank holding companies that elect treatment as “financial holding companies” to engage in activities that are financial in nature and that explicitly include the underwriting and sale of insurance. The Parent Company thus far has not elected to be treated as a financial holding company. Bank holding companies that have not elected such treatment generally must limit their activities to banking activities and activities that are closely related to banking.
Regulation of Associated Bank and Trust Company Subsidiaries
Associated Bank and our nationally chartered trust company subsidiary are regulated, supervised and examined by the Office of the Comptroller of the Currency (the “OCC”).OCC. The OCC has primary supervisory and regulatory authority over the operations of Associated Bank and the Corporation’s national bank andCorporation's trust company subsidiaries. As part of this authority, the national bankAssociated Bank and our trust company subsidiaries are required to file periodic reports with the OCC and are subject to regulation, supervision and examination by the OCC. To support its supervisory function, the OCC has the authority to assess and charge fees on all national banks according to a set fee schedule. On November 25, 2019, the OCC announced that it will reduce the rates in all fee schedules by 10 percent for the 2020 calendar year, thus reducing the assessment fees that Associated Bank will pay in 2020.

2


Associated Bank, our only subsidiary that accepts insured deposits, is also subject to examination by the Federal Deposit Insurance Corporation ("FDIC").FDIC. We are subject to the enforcement and rule-making authority of the Consumer Financial Protection Bureau ("CFPB")CFPB regarding consumer financial products. The CFPB has the authority to create and enforce consumer protection rules and regulations and has the power to examine us for compliance with such rules and regulations. The CFPB also has the authority to prohibit “unfair, deceptive or abusive” acts and practices. The CFPB has examination and enforcement authority over all banks with more than $10 billion in assets, such as Associated Bank. The Dodd-Frank Act weakens the federal preemption available for national banks and gives broader rights to state attorneys general to enforce certain federal consumer protection laws. On May 24, 2018, the President signed into law the Economic Growth Act, which repealed or modified several important provisions of the Dodd-Frank Act. Among other things, the Economic Growth Act raises the total asset thresholds to $250 billion for Dodd-Frank Act annual company-run stress testing, leverage limits, liquidity requirements, and resolution planning requirements for bank holding companies, subject to the ability of the Federal Reserve to apply such requirements to institutions with assets of $100 billion or more to address financial stability risks or safety and soundness concerns. On October 10, 2019, the OCC adopted a final rule implementing portions of the Economic Growth Act, which, among other things, raises the minimum threshold for national banks to conduct stress tests from $10 billion to $250 billion. As a result of the final rule, which was effective as of November 24, 2019, the Bank is no longer subject to Dodd-Frank Act stress testing requirements.

The Economic Growth Act also enacted several important changes in some technical compliance areas, for which the banking agencies have now issued certain corresponding guidance documents and/or proposed or final rules, including:
Prohibiting federal banking regulators from imposing higher capital standards on HVCRE exposures unless they are for ADC, and clarifying ADC status;
Requiring the federal banking agencies to amend the Liquidity Coverage Ratio Rule such that all qualifying investment-grade, liquid and readily-marketable municipal securities are treated as level 2B liquid assets, making them more attractive investment alternatives;
Exempting from appraisal requirements certain transactions involving real property in rural areas and valued at less than $400,000; and
Directing the CFPB to provide guidance on the applicability of the TILA-RESPA Integrated Disclosure rule to mortgage assumption transactions and construction-to-permanent home loans, as well the extent to which lenders can rely on model disclosures that do not reflect recent regulatory changes.
Banking Acquisitions
We are required to obtain prior Federal Reserve approval before acquiring more than 5% of the voting shares, or substantially all of the assets, of a bank holding company, bank or savings association. In addition, the prior approval of the OCC is required for a national bank to merge with another bank or purchase the assets or assume the deposits of another bank. In determining whether to approve a proposed bank acquisition, federal bank regulators will consider, among other factors, the effect of the acquisition on competition, the public benefits expected to be received from the acquisition, the projected capital ratios and levels on a post-acquisition basis, and the acquiring institution’s record of addressing the credit needs of the communities it serves, including the needs of low and moderate income neighborhoods, consistent with the safe and sound operation of the bank, under the Community Reinvestment Act.CRA. See the “Risk Factors”Risk Factors section for a more extensive discussion of this topic.
Banking Subsidiary Dividends
The Parent Company is a legal entity separate and distinct from its bankingthe Bank and other nonbanking subsidiaries. A substantial portion of our revenuecash flow comes from dividends paid to us by Associated Bank. The OCC’s prior approval of the payment of dividends by Associated Bank to the Parent Company is required only if the total of all dividends declared by the Bank in any calendar year exceeds the sum of the Bank’s retained net income for that year and its retained net income for the preceding two calendar years, less any required transfers to surplus. Federal law also prohibits national banks from paying dividends that would be greater than the bank’s undivided profits after deducting statutory bad debt in excess of the bank’s allowance for loan losses. In addition, under the Federal Deposit Insurance Corporation Improvement Act (“FDICIA”),FDICIA, an insured depository institution, such as the Bank, is prohibited from making capital distributions, including the payment of dividends, if, after making such distribution, the institution would become “undercapitalized” (as such term is used in the FDICIA).

Holding Company Dividends
In addition, we and our banking subsidiarythe Bank are subject to various general regulatory policies and requirements relating to the payment of dividends, including requirements to maintain adequate capital above regulatory minimums. The appropriate federal regulatory authority is authorized to determine under certain circumstances relating to the financial condition of a bank or bank holding
3


company that the payment of dividends would be an unsafe or unsound practice and to prohibit payment thereof. Under the Dodd-Frank Act and the requirements of the FRB, the Corporation,Parent Company, as a bank holding company, is required to serve as a source of financial strength to the Bank and to commit resources to support the Bank. In addition, consistent with its “source of strength” policy, the FRB has stated that, as a matter of prudent banking, a bank holding company should not maintain a level of cash dividends to its shareholders that places undue pressure on the capital of its bank subsidiaries, or that can be funded only through additional borrowings or other arrangements that may undermine the bank holding company’s ability to serve as a source of strength. The appropriate federal regulatory authorities have indicated that paying dividends that deplete a bank’s capital base to an inadequate level would be an unsafe and unsound banking practice and that banking organizations should generally pay dividends only out of current operating earnings.
Capital and Stress Testing Requirements
Capital Requirements
We are subject to various regulatory capital requirements both at the Parent Company and at the Bank level administered by the Federal Reserve and the OCC, respectively. Failure to meet minimum capital requirements could result in certain mandatory and possible additional discretionary actions by regulators that, if undertaken, could have an adverse material effect on our financial condition and results of operations. Under capital adequacy guidelines and the regulatory framework for prompt corrective action (described below), we must meet specific capital guidelines that involve quantitative measures of our assets, liabilities, and certain off-balance sheet items as calculated under regulatory accounting policies. Our capital amounts and classification are also subject to judgments by the regulators regarding qualitative components, risk weightings, and other factors. We have consistently maintained regulatory capital ratios at or above the well capitalized standards.
In July 2013, the Federal Reserve and the OCC issued final rules establishing a new comprehensive capital framework for U.S. banking organizations. These rules implemented certain provisions of the Dodd-Frank Act and a separate international framework established by the Basel Committee on Banking Supervision for the regulation of capital and liquidity, generally referred to as “Basel III. The final rules seek to strengthen the components of regulatory capital, increase risk-based capital requirements, and make selected changes to the calculation of risk-weighted assets. The final rules, among other things:
revise minimum capital requirements and adjust prompt corrective action thresholds;
revise the components of regulatory capital and create a new capital measure called “Common Equity Tier 1,” which must constitute at least 4.5% of risk-weighted assets;
specify that Tier 1 capital consists only of Common Equity Tier 1 and certain “Additional Tier 1 Capital” instruments meeting specified requirements;
apply most deductions / adjustments to regulatory capital measures to Common Equity Tier 1 and not to other components of capital, potentially requiring higher levels of Common Equity Tier 1 in order to meet minimum ratio requirements;
increase the minimum Tier 1 capital ratio requirement from 4% to 6%;
retain the existing risk-based capital treatment for 1-4 family residential mortgage exposures;
permit most banking organizations, including the Parent Company, to retain, through a one-time permanent election, the existing capital treatment for accumulated other comprehensive income;
implement a new capital conservation buffer of Common Equity Tier 1 capital equal to 2.5% of risk-weighted assets, which will be in addition to the 4.5% Common Equity Tier 1 capital ratio and be phased in over a three year period beginning January 1, 2016. This buffer is generally required to make capital distributions and pay executive bonuses;

increase capital requirements for past due loans, high volatility commercial real estate exposures, and certain short-term loan commitments;
require the deduction of mortgage servicing assets and deferred tax assets that exceed 10% of Common Equity Tier 1 capital in each category and 15% of Common Equity Tier 1 capital in the aggregate; and
remove references to credit ratings consistent with the Dodd-Frank Act and establish due diligence requirements for securitization exposures.

In November 2017, the federal banking agencies adopted a final rule to extend the regulatory capital treatment applicable during 2017 under the capital rules for certain items, including regulatory capital deductions, risk weights, and certain minority interest limitations. The relief provided under the final rule applies to banking organizations that are not subject to the capital rule's advanced approaches, such as the Corporation. Specifically, the final rule extends the 2017 regulatory capital treatment of MSAs and DTAs arising from temporary differences that could not be realized through net operating loss carrybacks,
4


significant investments in the capital of unconsolidated financial institutions in the form of common stock, non-significant investments in the capital of unconsolidated financial institutions, significant investments in the capital of unconsolidated financial institutions that are not in the form of common stock, and common equity tier 1 minority interest, tier 1 minority interest, and total capital minority interest exceeding the capital rules’ minority interest limitations.
In July 2019, the federal banking agencies issued a final rule simplifying aspects of the capital rule, the key elements of which apply solely to banking organizations that are not subject to the advanced approaches capital rule. Under the final rules, compliance was required beginning January 1, 2015 for mostrule, banking organizations including the Parent Company and Associated Bank,which are not subject to the advanced approaches capital rule, such as the Corporation, will be subject to simpler regulatory capital requirements for MSAs, certain DTAs arising from temporary differences, and investments in the capital of unconsolidated financial institutions, compared to those currently applied. The final rule also simplifies the calculation for the amount of capital issued by a transition period for several aspectsconsolidated subsidiary of a banking organization and held by third parties (sometimes referred to as a minority interest) that is includable in regulatory capital.

Specifically, the final rules, including the new minimum capital ratio requirements,rule eliminates: (i) the capital conservation buffer,rule’s 10 percent common equity tier 1 capital deduction threshold that applies individually to MSAs, temporary difference DTAs, and significant investments in the capital of unconsolidated financial institutions in the form of common stock; (ii) the aggregate 15 percent common equity tier 1 capital deduction threshold that subsequently applies on a collective basis across such items; (iii) the 10 percent common equity tier 1 capital deduction threshold for non-significant investments in the capital of unconsolidated financial institutions; and (iv) the deduction treatment for significant investments in the capital of unconsolidated financial institutions not in the form of common stock. The capital rule will no longer have distinct treatments for significant and non-significant investments in the capital of unconsolidated financial institutions, but instead will require that banking organizations not subject to the advanced approaches capital rule deduct from common equity tier 1 capital any amount of MSAs, temporary difference DTAs, and investments in the capital of unconsolidated financial institutions that individually exceeds 25 percent of common equity tier 1 capital. The final rule will be effective on April 1, 2020, and supersedes the transition rule the federal banking agencies adopted in 2017 to allow banking organizations not subject to the advanced approaches capital rule to continue to apply the transition treatment in effect in 2017.

In December 2019, the federal banking agencies issued a final rule on the capital treatment of HVCRE exposures which brought the regulatory definition of HVCRE exposure in line with the statutory definition of HVCRE ADC in the Economic Growth Act. The final rule also clarifies the capital adjustmentstreatment for loans that finance the development of land under the revised HVCRE exposure definition and deductions. Requirements to maintain higher levels ofestablishes the requirements for certain exclusions from HVCRE exposures capital could adversely impact our return on equity. treatment.
We believe we will continue to exceed all capital requirements necessary to be deemed "well-capitalized"“well-capitalized” for all regulatory purposes under these new rules on a fully phased-in basis. For further detail on capital and capital ratios see discussion under the Liquidity and Capital sections under Part II, Item 7, “Management’sManagement’s Discussion and Analysis of Financial Condition and Results of Operations,” sections, “Liquidity” and “Capital,” and under Part II, Item 8, “FinancialFinancial Statements and Supplementary Data, Note 19 Regulatory Matters of the notes to consolidated financial statements.
In December 2017, the Basel Committee on Banking Supervision published the last version of the Basel III accord, generally referred to as “Basel IV.” The Basel Committee stated that a key objective of the revisions incorporated into the framework is to reduce excessive variability of risk-weighted assets, which will be accomplished by enhancing the robustness and risk sensitivity of the standardized approaches for credit risk and operational risk. This will facilitate the comparability of banks’ capital ratios, constraining the use of internally modeled approaches, and complementing the risk-weighted capital ratio with a finalized leverage ratio and a revised and robust capital floor. Leadership of the Federal Reserve, OCC, and FDIC, who are tasked with implementing Basel IV, supported the revisions. Under the current U.S. capital rules, operational risk capital requirements and a capital floor apply only to advanced approaches institutions, and not to the Corporation. The impact of Basel IV on us will depend on the manner in which it is implemented by the federal bank regulators.
Current Expected Credit Loss Treatment
In June 2016, the FASB issued an accounting standard update, “Financial Instruments-Credit Losses (Topic 326), Measurement of Credit Losses on Financial Instruments,” which replaces the current “incurred loss” model for recognizing credit losses with an “expected loss” model referred to as the CECL model. Under the CECL model, we will be required to present certain financial assets carried at amortized cost, such as loans held for investment and held-to-maturity debt securities, at the net amount expected to be collected. The measurement of expected credit losses is to be based on information about past events, including historical experience, current conditions, and reasonable and supportable forecasts that affect the collectability of the reported amount. On December 21, 2018, the federal banking agencies approved a final rule modifying their regulatory capital rules and providing an option to phase in over a period of three years the day-one regulatory capital effects of the CECL model. The final rule also revises the agencies’ other rules to reflect the update to the accounting standards. The final rule took effect April 1, 2019.
5


The new CECL standard will become effective for us for fiscal years beginning after December 15, 2019 and for interim periods within those fiscal years. We expect to recognize a one-time cumulative-effect adjustment to retained earnings as of the beginning of the first reporting period in which we adopt the new standard, consistent with regulatory expectations set forth in interagency guidance issued at the end of 2016. We incurred transition costs and also expect to incur ongoing costs in maintaining the additional CECL models and methodology along with acquiring forecasts used within the models, and that the methodology will result in increased capital costs upon initial adoption as well as over time.
In October 2019, four federal banking agencies issued a request for comment on a proposed interagency policy statement on the new CECL methodology. The policy statement proposes to harmonize the agencies' policies on allowance for credit losses with the FASB's new accounting standards. Specifically, the statement (1) updates concepts and practices from prior policy statements issued in December 2006 and July 2001 and specifies which prior guidance documents are no longer relevant; (2) describes the appropriate CECL methodology, in light of Topic 326, for determining ACLs on financial assets measured at amortized cost, net investments in leases, and certain off-balance sheet credit exposures; and (3) describes how to estimate an ACL for an impaired available-for-sale debt security in line with Topic 326. The proposed policy statement would be effective at the time that each institution adopts the new standards required by the FASB. The impact at adoption is expected to have an after tax impact of a $70 million to $80 million decrease in the opening stockholders' equity balance and a corresponding 21bps to 24bps decrease to the tangible common equity ratio. See Note 1 Summary of Significant Accounting Policies of the notes to consolidated financial statements for additional information on the Corporation's impact of adoption.
Capital Planning and Stress Testing Requirements
On October 12, 2012,As part of the regulatory relief provided by the Economic Growth Act, the asset threshold requiring insured depository institutions to conduct and report to their primary federal bank regulatory agencies published final rules implementing theregulators annual company-run stress test requirements mandated bytests was raised from $10 billion to $250 billion in total consolidated assets and the Dodd-Frankrequirement was made “periodic” rather than annual. Upon enactment, the Economic Growth Act for U.S.also provided that bank holding companies under $100 billion in assets were no longer subject to stress testing requirements. The amended regulations also provide the Federal Reserve with discretion to subject bank holding companies with total consolidated assets of $10 billion to $50 billion. Under the rules, we are required to conduct annual company-run stress tests using different scenarios (baseline, adverse and severely adverse) provided annually by the Federal Reserve and the OCC, the primary federal regulator for the Bank. The stress test is designed to assess the potential impact of different scenarios on earnings, losses and capital over a set time period, with consideration given to certain factors, including the organization’s condition, risks, exposures, strategies and activities. The banking agencies have issued guidance on stress testing for banking organizations with more than $10$100 billion in total consolidated assets. Thisassets to enhanced supervision. In addition, Section 214 of the Economic Growth Act and its implementing regulation prohibit the federal banking agencies from requiring the Bank to assign a heightened risk weight to certain HVCRE ADC loans as previously required under the Basel III Capital Rules. Notwithstanding these regulatory amendments, the federal banking agencies indicated through interagency guidance outlines four “high-level” principles forthat the capital planning and risk management practices of institutions with total assets less than $100 billion would continue to be reviewed through the regular supervisory process. Although the Corporation will continue to monitor and stress test its capital consistent with the safety and soundness expectations of the federal regulators, the Corporation will no longer publish stress testing practices that regulators expect banking organizations to include in their stress testing framework. In particular, the stress testing framework should (i) include activities and exercises that are tailored to and sufficiently capture the banking organization’s exposures, activities and risks, (ii) employ multiple conceptually sound stress testing activities and approaches, (iii) be forward-looking and flexible, and (iv) be clear, actionable, well-supported, and used in the decision-making process.
Beginning in 2016, the datesresults as a result of the stress testing cycle have shifted. Banking organizations with total consolidated assets of $10 billion to $50 billion are required to report the results of the stress test by July 31 of each year, using data as of December 31 of the preceding year,legislative and subsequently publish a summary of the results between October 15 and October 31. We timely submitted our stress test report to the OCC and Federal Reserve before its required due date of July 31, 2016, and a summary of the results was publicly disclosed on October 17, 2016, as required by the final rules. We anticipate that our pro forma capital ratios, as reflected in the stress test calculations under the required stress test scenarios, will be an important factor considered by the Federal Reserve in evaluating whether proposed payments of dividends or stock repurchases are consistent with its prudential expectations. Requirements to maintain higher levels of capital or liquidity to address potential adverse stress scenarios could adversely impact our net income and our return on equity.regulatory amendments.
Enforcement Powers of the Federal Banking Agencies; Prompt Corrective Action
The Federal Reserve, the OCC, and the CFPB have extensive supervisory authority over their regulated institutions, including, among other things, the power to compel higher reserves, the ability to assess civil money penalties, the ability to issue cease-and-desist or removal orders and the ability to initiate injunctive actions. In general, these enforcement actions may be initiated for violations of laws and regulations or for unsafe or unsound banking practices. Other actions or inactions by the Parent Company may provide the basis for enforcement action, including misleading or untimely reports.

Federal banking regulators are authorized and, under certain circumstances, required to take certain actions against banks that fail to meet their capital requirements. The federal banking agencies have additional enforcement authority with respect to undercapitalized depository institutions.
“Well capitalized” institutions may generally operate without supervisory restriction. With respect to “adequately“Adequately capitalized” institutions such banks cannot normally pay dividends or make any capital contributions that would leave itthem undercapitalized; they cannot pay a management fee to a controlling person if, after paying the fee, itthey would be undercapitalized; and they cannot accept, renew or roll over any brokered deposit unless the bank has applied for and been granted a waiver by the FDIC.
We note that the Economic Growth Act provides that reciprocal deposits are not treated as brokered deposits in the case of a “well capitalized” institution that received an “outstanding” or a “good” rating on its most recent examination to the extent the amount of such deposits does not exceed the lesser of $5 billion or 20% of the bank’s total liabilities.
The federal banking agencies are required to take action to restrict the activities of an “undercapitalized,” “significantly undercapitalized,” or “critically undercapitalized” insured depository institution. Any such bank must submit a capital restoration plan that is guaranteed by the parent holding company. Until such plan is approved, it may not increase its assets, acquire another institution, establish a branch or engage in any new activities, and generally may not make capital distributions.
6


In certain situations, a federal banking agency may reclassify a well-capitalized institution as adequately capitalized and may require an adequately capitalized or undercapitalized institution to comply with supervisory actions as if the institution were in the next lower category.
Institutions must file a capital restoration plan with the OCC within 45 days of the date it receives a notice from the OCC that it is “undercapitalized,” “significantly undercapitalized,” or “critically undercapitalized.” Compliance with a capital restoration plan must be guaranteed by a parent holding company. In addition, the OCC is permitted to take any one of a number of discretionary supervisory actions, including but not limited to the issuance of a capital directive and the replacement of senior executive officers and directors.
Finally, bank regulatory agencies have the ability to impose higher than normal capital requirements known as individual minimum capital requirements for institutions with a high-risk profile.
At December 31, 2016,2019, the Bank satisfied the capital requirements necessary to be deemed “well capitalized.” TheIn the event of a change to this status, the imposition of any of the measures described above could have a material adverse effect on the Corporation and on its profitability and operations. The Corporation’s shareholders do not have preemptive rights and, therefore, if the Corporation is directed by the OCC or the FDIC to issue additional shares of common stock, such issuance may result in dilution in shareholders’ percentage of ownership of the Corporation.
Deposit Insurance Premiums
Associated Bank is a member of the FDIC and pays an insurance premium to the FDIC based upon its assessment rates on a quarterly basis. Deposits are insured up to applicable limits by the FDIC and such insurance is backed by the full faith and credit of the United States Government.
Under the Dodd-Frank Act, a permanent increase in deposit insurance was authorized to $250,000 per depositor, per insured depository institution for each account ownership category.
The Dodd-Frank Act also set a newthe minimum Deposit Insurance Fund ("DIF")DIF reserve ratio at 1.35% of estimated insured deposits. The FDIC is required to attain this ratio by September 30, 2020. The Dodd-Frank Act also required the FDIC to define the deposit insurance assessment base for an insured depository institution as an amount equal to the institution’s average consolidated total assets during the assessment period minus average tangible equity. The assessment rate schedule for larger institutions like Associated Bank (i.e., institutions with at least $10 billion in assets) differentiates between such large institutions by use of a “scorecard” that combines an institution’s CAMELS ratings with certain forward-looking financial information to measure the risk to the DIF. Pursuant to this “scorecard” method, two scores (a performance score and a loss severity score) will be combined and converted to an initial base assessment rate. The performance score measures an institution’s financial performance and ability to withstand stress. The loss severity score measures the relative magnitude of potential losses to the DIF in the event of the institution’s failure. Total scores are converted pursuant to a predetermined formula into an initial base assessment rate. Assessment rates range from 2.5 basis pointsbp to 45 basis points (“bp”)bp for large institutions.

Premiums for Associated Bank are now calculated based upon the average balance of total assets minus average tangible equity as of the close of business for each day during the calendar quarter.
The FDIC has the flexibility to adopt actual rates that are higher or lower than the total base assessment rates adopted without notice and comment, if certain conditions are met.
On September 30, 2018, the DIF reserve ratio reached 1.36 percent, exceeding the statutorily required minimum reserve ratio of 1.35 percent ahead of the September 30, 2020, deadline required under the Dodd-Frank Act. FDIC regulations provide that, upon reaching the minimum, surcharges on insured depository institutions with total consolidated assets of $10 billion or more will cease. The last quarterly surcharge was reflected in the Bank’s December 2018 assessment invoice, which covered the assessment period from July 1, 2018 through September 30, 2018. The Bank's assessment invoices have not included a quarterly surcharge since that time.
Assessment rates, which declined for all banks when the reserve ratio first surpassed 1.15 percent in the third quarter of 2016, are expected to remain unchanged. Assessment rates are scheduled to decrease when the reserve ratio exceeds 2 percent.
DIF-insured institutions pay a Financing Corporation (“FICO”)FICO assessment in order to fund the interest on bonds issued in the 1980s in connection with the failures in the thrift industry. The FICO assessment was computed on assets as required by the Dodd-Frank Act. These assessments will continuecontinued until the bonds maturematured in September 2019. The Corporation’s combined assessment rate for FDIC and FICO assessments was approximately 12 bp6 bps for 2016.2019.
7


The FDIC is authorized to conduct examinations of and require reporting by FDIC-insured institutions. It is also authorized to terminate a depository bank’s deposit insurance upon a finding by the FDIC that the bank’s financial condition is unsafe or unsound or that the institution has engaged in unsafe or unsound practices or has violated any applicable rule, regulation, order or condition enacted or imposed by the bank’s regulatory agency. The termination of deposit insurance for our national bank subsidiary would have a material adverse effect on our earnings, operations and financial condition.
Historically, deposit insurance premiums we have paid to the FDIC have been deductible for federal income tax purposes; however, the Tax Act disallows the deduction of such premium payments for banking organizations with total consolidated assets of $50 billion or more. For banks with less than $50 billion in total consolidated assets, such as ours, the premium deduction is phased out based on the proportion of a bank’s assets exceeding $10 billion.
On December 12, 2019, the FDIC issued a proposed rule on brokered deposits. The proposed rule aims to clarify and modernize the FDIC's existing regulatory framework for brokered deposits. Notable aspects of the proposed rule include language (1) defining the operative prongs of the definition of a "deposit broker"; (2) creating three general tests to determine the applicability of the "primary purpose" exception; (3) establishing an application process for entities that wish to make use of the primary purpose exception; and (4) allowing wholly-owned subsidiaries of IDIs to make use of the "IDI" (or the "own bank") exception.
Standards for Safety and Soundness
The federal banking agencies have adopted the Interagency Guidelines for Establishing Standards for Safety and Soundness.Soundness (the “Guidelines”). The Guidelines establish certain safety and soundness standards for all depository institutions. The operational and managerial standards in the Guidelines relate to the following: (1) internal controls and information systems; (2) internal audit systems; (3) loan documentation; (4) credit underwriting; (5) interest rate exposure; (6) asset growth; (7) compensation, fees and benefits; (8) asset quality; and (9) earnings. Rather than providing specific rules, the Guidelines set forth basic compliance considerations and guidance with respect to a depository institution. Failure to meet the standards in the Guidelines, however, could result in a request by the OCC to one of the nationally chartered banks to provide a written compliance plan to demonstrate its efforts to come into compliance with such Guidelines. Failure to provide a plan or to implement a provided plan requires the appropriate federal banking agency to issue an order to the institution requiring compliance.
Transactions with Affiliates and Insiders
Transactions between our national banking subsidiary and its related parties or any affiliate are governed by Sections 23A and 23B of the Federal Reserve Act. An affiliate is any company or entity, which controls, is controlled by or is under common control with the bank. In a holding company context, at a minimum, the parent holding company of a national bank, and any companies that are controlled by such parent holding company, are affiliates of the bank. Generally, Sections 23A and 23B (i) limit the extent to which an institution or its subsidiaries may engage in “covered transactions” with any one affiliate to an amount equal to 10% of such institution’s capital stock and surplus, and contain an aggregate limit on all such transactions with all affiliates to an amount equal to 20% of such capital stock and surplus, and (ii) require that all such transactions be on terms substantially the same, or at least as favorable, to the institution or subsidiary as those provided to a nonaffiliate. The term “covered transaction” includes the making of loans, purchase of assets, issuance of a guarantee and similar types of transactions. Certain types of covered transactions must be collateralized according to a schedule set forth in the statute based on the type of collateral.
Certain transactions with our directors, officers or controlling persons are also subject to conflicts of interest regulations. Among other things, these regulations require that loans to such persons and their related interests be made on terms substantially the same as for loans to unaffiliated individuals and must not create an abnormal risk of repayment or other unfavorable features for the financial institution. See Note 4 Loans of the notes to consolidated financial statements in Part II, Item 8, “FinancialFinancial Statements and Supplementary Data, for additional information on loans to related parties.

Community Reinvestment Act Requirements
Our national bank subsidiary, Associated Bank is subject to periodic Community Reinvestment Act (“CRA”)CRA reviews by the OCC. The CRA does not establish specific lending requirements or programs for financial institutions and does not limit the ability of such institutions to develop products and services believed best-suited for a particular community. An institution’s CRA assessment may be used by its regulators in their evaluation of certain applications, including a merger, acquisition or the establishment of a branch office. An unsatisfactory rating may be used as the basis for denial of such an application.
On August 31, 2016, the The Bank received a “Satisfactory” CRA rating fromin its most recent evaluation.
8


On December 12, 2019, the FDIC and the OCC issued a proposed rule to modernize their respective agencies' regulations under the CRA. The proposed rule would (1) clarify which activities qualify for CRA credit and (2) require banks to identify an additional assessment area based on where they receive a significant portion of “Needstheir domestic retail products, thus creating two assessment areas: a deposit-based assessment area and a facility-based assessment area. The Federal Reserve chose not to Improve” for the period 2006-2010. The “Needs to Improve” rating restricts certain of our activities, including certain mergers and acquisitions and the establishment or relocation of Bank branches and certain other facilities.  The rating also resultedparticipate in the losscurrent proposed rulemaking which causes uncertainty as to the content and timing of expedited processingany final rule.
Privacy, Data Protection, and Cybersecurity
We are subject to a number of applicationsU.S. federal, state, local and foreign laws and regulations relating to undertake certain activities,consumer privacy and data protection. Under privacy protection provisions of the Gramm-Leach-Bliley Act of 1999 and its implementing regulations and guidance, we are limited in our ability to disclose non-public information about consumers to nonaffiliated third parties. Financial institutions, such as changes in permanent capital and the exercise of the fiduciary powers of the Bank, are required by statute and requiresregulation to disclose their privacy policies to consumers and, in some circumstances, allow consumers to prevent disclosure of certain personal information to a nonaffiliated third party. In addition, such financial institutions must appropriately safeguard its customers’ nonpublic, personal information.

In many jurisdictions, including every U.S. state, consumers must be notified in the Bank to receive prior approval to issueevent of a data breach. The changing privacy laws in the United States, Europe and elsewhere, including the California Consumer Privacy Act, which became effective in January 2020, create new individual privacy rights and impose increased obligations on companies handling personal data. In addition, multiple states, Congress and regulators outside the United States are considering similar laws or prepay certain subordinated debt obligations. These restrictions, among others, will remain in place at least until the Bank’s next CRA rating is publicly released by the OCC.  The OCC has examined the Bank’s CRA performance for the period 2011-2014,regulations which could create new individual privacy rights and the public release of that rating is expected in 2017.  While there can be no assurance as to future CRA ratings issued by the OCC, the Corporation expects an improved rating for the 2011-2014 period.impose increased obligations on companies handling personal data.
Cybersecurity
Federal banking agencies, including the OCC, have adopted guidelines for establishing information security standards and cybersecurity programs for implementing safeguards under the supervision of the board of directors. These guidelines, along with related regulatory materials, increasingly focus on risk management and processes related to information technology and the use of third parties in the provision of financial services. In October 2016, the federal banking agencies issued an advance notice of proposed rulemaking on enhanced cybersecurity risk-management and resilience standards that would apply to large and interconnected banking organizations and to services provided by third parties to these firms. These enhanced standards would apply only to depository institutions and depository institution holding companies with total consolidated assets of $50 billion or more.more, which would not currently include the Corporation.
Privacy
Under privacy protection provisions of the Gramm-Leach-Bliley Act of 1999, we are limited in our ability to disclose non-public information about consumers to nonaffiliated third parties. Financial institutions, such as our national bank subsidiary, are required by statuteRecent cyberattacks against banks and regulation to disclose their privacy policies to consumers and, in some circumstances, allow consumers to prevent disclosure of certain personal information to a nonaffiliated third party. In addition, suchother financial institutions must appropriately safeguard its customers’that resulted in unauthorized access to confidential customer information have prompted the federal banking regulators to issue extensive guidance on cybersecurity. Among other things, financial institutions are expected to design multiple layers of security controls to establish lines of defense and ensure that their risk management processes address the risks posed by compromised customer credentials, including security measures to authenticate customers accessing internet-based services. A financial institution also should have a robust business continuity program to recover from a cyberattack and procedures for monitoring the security of third-party service providers that may have access to nonpublic personal information.

data at the institution. During 2019, the Corporation did not discover any material cybersecurity incidents.
Bank Secrecy Act / Anti-Money Laundering
The Bank Secrecy Act (“BSA”),BSA, which is intended to require financial institutions to develop policies, procedures, and practices to prevent and deter money laundering, mandates that every national bank have a written, board-approved program that is reasonably designed to assure and monitor compliance with the BSA. The program must, at a minimum: (1) provide for a system of internal controls to assure ongoing compliance; (2) provide for independent testing for compliance; (3) designate an individual responsible for coordinating and monitoring day-to-day compliance; and (4) provide training for appropriate personnel. In addition, national banks are required to adopt a customer identification program as part of its BSA compliance program. National banks are also required to file Suspicious Activity ReportsSARs when they detect certain known or suspected violations of federal law or suspicious transactions related to a money laundering activity or a violation of the BSA. In May 2016, the regulations implementing the BSA were amended, effective May 2018, to explicitly include risk-based procedures for conducting ongoing customer due diligence to includeand procedures for understanding the nature and purpose of customer relationships for the purpose of developing a customer risk profile. In addition, FinCEN recently promulgated new customer due diligence and customer identification rules that require banks mustto identify and verify the identity of the beneficial owners of all legal entity customers (other than those that are excluded) at the time a new account is opened (other than

accounts that are exempted). The Bank must comply with these amendments and new requirements by, which rules became effective on May 11, 2018.
On February 23, 2012, Associated Bank entered into a Consent Order with the OCC regarding its BSA compliance, which required the Bank to take a variety of measures to ensure ongoing compliance with the BSA and related regulations. The Consent Order was terminated in March 2014. In connection with the termination, the Bank entered into a Stipulation and Consent Order for a Civil Money Penalty with the OCC dated June 26, 2014, which provided for the payment by the Bank of a civil money penalty of $500,000. The civil money penalty was paid in June 2014.
In addition to complying with the BSA, the Bank is subject to the Uniting and Strengthening America by Providing Appropriate Tools Required to Intercept and Obstruct Terrorism Act of 2001 (the “Patriot Act”).Patriot Act. The Patriot Act is designed to deny terrorists and criminals the ability to obtain access to the United States’ financial system and has significant implications for depository institutions, brokers, dealers, and other businesses involved in the transfer of money. The Patriot Act mandates that financial service companies implement additional policies and procedures and take heightened measures designed to address any or all of the following matters: customer identification programs, money laundering, terrorist financing, identifying and reporting
9


suspicious activities and currency transactions, currency crimes, and cooperation between financial institutions and law enforcement authorities.
On December 3, 2019, three federal banking agencies and FinCEN issued a joint statement clarifying the compliance procedures and reporting requirements that banks must file for customers engaged in the growth or cultivation of hemp, including a clear statement that banks need not file a SAR on customers engaged in the growth or cultivation of hemp in accordance with applicable laws and regulations. This statement does not apply to cannabis-related business; thus, the statement only pertains to customers who are lawfully growing or cultivating hemp and are not otherwise engaged in unlawful or suspicious activity.
Interstate Branching
Pursuant to the Dodd-Frank Act, national and state-chartered banks may open an initial branch in a state other than its home state (e.g., a host state) by establishing a de novo branch at any location in such host state at which a bank chartered in such host state could establish a branch. Applications to establish such branches must still be filed with the appropriate primary federal regulator.
Volcker Rule
The Dodd-Frank Act prohibits insured depository institutions and their holding companies from engaging in proprietary trading except in limited circumstances, and prohibits them from owning equity interests in excess of three percent (3%) of Tier 1 Capital in private equity and hedge funds (known as the “Volcker Rule”). On December 10, 2013, five U.S. financial regulators, including the Federal Reserve and the OCC, adopted final rules (the “Final Rules”)regulations implementing the Volcker Rule. The Final RulesThose regulations prohibit banking entities from (1) engaging in short-term proprietary trading for their own accounts, and (2) having certain ownership interests in and relationships with hedge funds or private equity funds, which are referred to as “covered funds.” The Final Rules are intended to provide greater clarity with respect to both the extent of those primary prohibitions and of the related exemptions and exclusions. The Final Rulesregulations also require each regulated entity to establish an internal compliance program that is consistent with the extent to which it engages in activities covered by the Volcker Rule, which must include (forRule. Historically, this meant that the largest entities) making regular reports aboutbanking entities (i.e., those activities to regulators. Although the Final Rules provide some tiering of compliance andwith $50 billion or more in assets) had higher reporting obligations based on size, the fundamental prohibitionsrequirements, but in November 2019, five federal banking agencies issued a final rule revising certain aspects of the Volcker Rule apply toRule. The final rule simplifies and streamlines compliance requirements for firms that do not have significant trading activities and enhances requirements for firms that do. Under the new rule, compliance requirements will be based on the amount of assets and liabilities that a bank trades. Firms with significant trading activities, i.e., those with $20 billion or more in trading assets and liabilities, will have heightened compliance obligations.
The new rule became effective on January 1, 2020, but banking entities of any size, includingwill not be required to comply with the Parent Company and Associated Bank. The Final Rules were effective Aprilnew rules until January 1, 2014, but the conformance period was extended2021. Although we will benefit from its statutory end date of July 21, 2014 until July 21, 2015. In addition, the Federal Reserve granted extensions until July 21, 2017 of the conformance period for banking entities to conform investments in and relationships with covered funds that were in place prior to December 31, 2013, and in December 2016 provided guidance allowing for additional extensionssignificantly reduced compliance obligations due to the level of our trading assets being below the $20 billion threshold, we will remain subject to the modified rules and requirements related to covered funds. Accordingly, we expect that the revised rule will reduce some of our compliance costs, but in the short term we may experience some costs in developing and implementing changes in conformance period for certain illiquid funds. The Corporation has evaluatedwith the implications of the Final Rules on its investments and does not expect any material financial implications.new rule.
Incentive Compensation Policies and Restrictions
In July 2010, the federal banking agencies issued Guidanceguidance on Sound Incentive Compensation Policiessound incentive compensation policies that applies to all banking organizations supervised by the agencies (thereby including both the Parent Company and the Bank). Pursuant to the guidance, to be consistent with safety and soundness principles, a banking organization’s incentive compensation arrangements should: (1) provide employees with incentives that appropriately balance risk and

reward; (2) be compatible with effective controls and risk management; and (3) be supported by strong corporate governance including active and effective oversight by the banking organization’s board of directors. Monitoring methods and processes used by a banking organization should be commensurate with the size and complexity of the organization and its use of incentive compensation.
Section 956 ofIn accordance with the Dodd-Frank Act, requires the federal banking agencies and the Securities and Exchange Commission (the “SEC”) to establish joint regulations or guidelines prohibitingprohibit incentive-based paymentcompensation arrangements at specified regulated entities that encourage inappropriate risk-takingrisk taking by providing an executive officer, employee, director or principal shareholder withcovered financial institutions (generally institutions that have over $1 billion in assets) and are deemed to be excessive, compensation, fees, or benefits or that couldmay lead to material financial losslosses.
The Federal Reserve will review, as part of its standard, risk-focused examination process, the incentive compensation arrangements of banking organizations, such as the Corporation, that are not “large, complex banking organizations.” These reviews will be tailored to each organization based on the scope and complexity of the organization’s activities and the prevalence of incentive compensation arrangements. The findings of the supervisory initiatives will be included in reports of examination. Deficiencies will be incorporated into the organization’s supervisory ratings, which can affect the organization’s ability to make acquisitions and take other actions. Enforcement actions may be taken against a banking organization if its
10


incentive compensation arrangements, or related risk-management control or governance processes, pose a risk to the entity. organization’s safety and soundness and the organization is not taking prompt and effective measures to correct the deficiencies.
The federalscope and content of the U.S. banking agencies issuedregulators’ policies on executive compensation may continue to evolve in the near future. It cannot be determined at this time whether compliance with such proposed rules in April 2011policies will adversely affect the Corporation’s ability to hire, retain and issued a revised proposed rule in June 2016 implementing the requirements and prohibitions set forth in Section 956. The revised proposed rule would apply to all banks, among other institutions, with at least $1 billion in average total consolidated assets, for which it would go beyond the existing Guidance on Sound Incentive Compensation Policies to (i) prohibit certain types and features of incentive-based compensation arrangements for senior executive officers, (ii) require incentive-based compensation arrangements to adhere to certain basic principles to avoid a presumption of encouraging inappropriate risk, (iii) require appropriate board or committee oversight and (iv) establish minimum recordkeeping and (v) mandate disclosures to the appropriate federal banking agency.motivate its key employees.
Consumer Financial Services Regulations
Federal and applicable state banking laws also require us to take steps to protect consumers. Bank regulatory agencies are increasingly focusing attention on compliance with consumer protection laws and regulations. These laws include disclosures regarding truth in lending, truth in savings, and funds availability.
To promote fairness and transparency for mortgages, credit cards, and other consumer financial products and services, the Dodd-Frank Act established the CFPB. This agency is responsible for interpreting and enforcing federal consumer financial laws, as defined by the Dodd-Frank Act, that, among other things, govern the provision of deposit accounts along with mortgage origination and servicing. Some federal consumer financial laws enforced by the CFPB include the Equal Credit Opportunity Act, the Truth in Lending Act (“TILA”),TILA, the Truth in Savings Act, the Home Mortgage Disclosure Act, the Real Estate Settlement Procedures Act (“RESPA”), the Equal Credit Opportunity Act,RESPA, the Fair Debt Collection Practices Act, and the Fair Credit Reporting Act. The CFPB is also authorized to prevent any institution under its authority from engaging in an unfair, deceptive, or abusive act or practice in connection with consumer financial products and services.
Under TILA as implemented by Regulation Z, as amended by the CFPB effective January 10, 2014, mortgage lenders are required to make a reasonable and good faith determination based on verified and documented information that a consumer applying for a mortgage loan has a reasonable ability to repay the loan according to its terms. Mortgage lenders are required to determine consumers’ ability to repay in one of two ways. The first alternative requires the mortgage lender to consider the following eight underwriting factors when making the credit decision: (1) current or reasonably expected income or assets; (2) current employment status; (3) the monthly payment on the covered transaction; (4) the monthly payment on any simultaneous loan; (5) the monthly payment for mortgage-related obligations; (6) current debt obligations, alimony, and child support; (7) the monthly debt-to-income ratio or residual income; and (8) credit history. Alternatively, the mortgage lender can originate “qualified mortgages,” which are entitled to a presumption that the creditor making the loan satisfied the ability-to-repay requirements. In general, a “qualified mortgage” is a mortgage loan without negative amortization, interest-only payments, balloon payments, or terms exceeding 30 years. In addition, to be a qualified mortgage the points and fees paid by a consumer cannot exceed 3% of the total loan amount. Qualified mortgages that are “higher-priced” (e.g., subprime loans) garner a rebuttable presumption of compliance with the ability-to-repay rules, while qualified mortgages that are not “higher-priced” (e.g., prime loans) are given a safe harbor of compliance. The Corporation is predominantly an originator of compliant qualified mortgages.

Additionally, the CFPB has the authority to take supervisory and enforcement action against banks and other financial services companies under the agency’s jurisdiction that fail to comply with federal consumer financial laws. As an insured depository institution with total assets of more than $10 billion, the Bank is subject to the CFPB’s supervisory and enforcement authorities. The Dodd-Frank Act also permits states to adopt stricter consumer protection laws and state attorneys general to enforce consumer protection rules issued by the CFPB. As a result of these aspects of the Dodd-Frank Act, the Bank operates in a stringent consumer compliance environment. Therefore, the Bank is likely to incur additional costs related to consumer protection compliance, including but not limited to potential costs associated with CFPB examinations, regulatory and enforcement actions and consumer-oriented litigation, which is likely to increase as a result of the consumer protection provisions of the Dodd-Frank Act. The CFPB has been active in bringing enforcement actions against banks and other financial institutions to enforce consumer financial laws, and has developed a number of new enforcement theories and applications of these laws. OtherThe federal financial regulatory agencies, including the OCC and states attorneys general, also have become increasingly active in this area with respect to institutions over which they have jurisdiction. We have incurred and may in the future incur additional costs in complying with these requirements.
Pursuant to the Dodd-Frank Act, the FDIC has backup enforcement authority over a depository institution holding company, such as the Parent Company, if the conduct or threatened conduct of such holding company poses a risk to the DIF, although such authority may not be used if the holding company is generally in sound condition and does not pose a foreseeable and material risk to the DIF. The Dodd-Frank Act may have a material impact on the Corporation’s and the Bank’s operations, particularly through increased compliance costs resulting from possible future consumer and fair lending regulations. See the “Risk Factors”Risk Factors section for a more extensive discussion of this topic.
Operation Under Conciliation Agreement
11

On May 22, 2015, the Bank entered into a Conciliation Agreement with the U.S. Department of Housing and Urban Development (“HUD”). The Conciliation Agreement resolved a HUD investigation into the Bank’s compliance with fair housing laws during the period from 2008 to 2011. Under the Conciliation Agreement, the Bank made commitments to various requirements, including those related to: (i) general non-discrimination; (ii) training; (iii) future branch locations and loan production offices; and (iv) community investment. The Bank continues to operate under and meet the commitments described in the Conciliation Agreement, which remains effective until May 22, 2018. Should the Bank breach the terms of the agreement and fail to correct such breaches in a reasonable time, the matter may be referred to the U.S. Attorney General to commence a civil action under the Fair Housing Act.

Other Banking Regulations
The Bank is also subject to a variety of other regulations with respect to the operation of its businesses, including but not limited to the Dodd-Frank Act, which among other restrictions placed limitations on the interchange fees charged for debit card transactions, TILA, Truth in Savings Act, Equal Credit Opportunity Act, Electronic Funds Transfer Act, Fair Housing Act, Home Mortgage Disclosure Act, Fair Debt Collection Practices Act, Fair Credit Reporting Act, Expedited Funds Availability (Regulation CC), Reserve Requirements (Regulation D), Insider Transactions (Regulation O), Privacy of Consumer Information (Regulation P), Margin Stock Loans (Regulation U), Right To Financial Privacy Act, Flood Disaster Protection Act, Homeowners Protection Act, Servicemembers Civil Relief Act, RESPA, Telephone Consumer Protection Act, CAN-SPAM Act, Children’s Online Privacy Protection Act, and the John Warner National Defense Authorization Act.
The laws and regulations to which we are subject are constantly under review by Congress, the federal regulatory agencies, and the state authorities. These laws and regulations could be changed drastically in the future, which could affect our profitability, our ability to compete effectively, or the composition of the financial services industry in which we compete.

Government Monetary Policies and Economic Controls
Our earnings and growth, as well as the earnings and growth of the banking industry, are affected by the credit policies of monetary authorities, including the Federal Reserve. An important function of the Federal Reserve is to regulate the national supply of bank credit in order to combat recession and curb inflationary pressures. Among the instruments of monetary policy used by the Federal Reserve to implement these objectives are open market operations in U.S. government securities, changes in reserve requirements against member bank deposits, and changes in the Federal Reserve discount rate. These meansinstruments are used in varying combinations to influence overall growth of bank loans, investments, and deposits, and may also affect interest rates charged on loans or paid for deposits. The monetary policies of the Federal Reserve authorities have had a significant effect on the operating results of commercial banks in the past and are expected to continue to have such an effect in the future.
In view of changing conditions in the national economy and in money markets, as well as the effect of credit policies by monetary and fiscal authorities, including the Federal Reserve, it is difficult to predict the impact of possible future changes in interest rates, deposit levels, and loan demand, or their effect on our business and earnings or on the financial condition of our various customers.
Other Regulatory Authorities
In addition to regulation, supervision and examination by federal banking agencies, the Corporation and certain of its subsidiaries, including those that engage in securities brokerage, dealing and investment advisory activities, are subject to other federal and applicable state securities laws and regulations, and to supervision and examination by other regulatory authorities, including the SEC, the Financial Industry Regulatory Authority (“FINRA”), the New York Stock Exchange (“NYSE”), the Department of Labor (“DOL”)FINRA, NYSE, DOL and others. In particular,Significantly, in June 2018 the U.S. Court of Appeals issued a mandate vacating the DOL’s “fiduciary rule” and related prohibited transaction exemptions. As a result, although the Bank may have taken certain measures to comply with the rule on a transitional basis, the Bank’s securities brokerage and investment advisory services and activities will no longer be affected.
Separately, in June 2019, pursuant to the Dodd-Frank Act, the SEC adopted Regulation Best Interest, which, among other things, establishes a new standard of conduct for a broker-dealer to act in the best interest of a retail customer when making a recommendation of any securities transaction or investment strategy involving securities to such customer. The new rule requires us to review and possibly modify our compliance activities, which is causing us to incur some additional costs. In addition, state laws that impose a fiduciary duty also may be impacted by final rules issued by the DOL in April 2016, which are being phased into effect between June 2016 and January 2018.require monitoring, as well as require that we undertake additional compliance measures. In addition, the Bank’s insurance agency subsidiary is also subject to regulation and supervision in the various states in which it operates.
The Tax Act was signed into law in December 2017 and includes a number of provisions that impact us, including the following:
Tax Rate. The Tax Act replaced the graduated corporate tax rates applicable under prior law, which imposed a maximum tax rate of 35%, with a reduced 21% flat tax rate. Although the reduced tax rate generally should be favorable to us by resulting in increased earnings and capital, it decreased the value of our then-existing deferred tax assets effective in the fourth quarter of 2017. The effect of remeasuring deferred tax assets due to the reduction in the tax rate is a nonrecurring event that generally is not expected to have a substantial adverse impact on the our core earnings or capital over the long term. Tax planning strategies relating to the 2017 tax year were implemented in 2018 which reduced the amount of the deferred tax assets at December 31, 2017, reducing the decrease in value of the deferred tax assets calculated in the fourth quarter of 2017. The Corporation has recorded and reported the effects of these strategies in its financial statements for the period ended December 31, 2018.
12


FDIC Insurance Premiums. The Tax Act prohibits taxpayers with consolidated assets over $50 billion from deducting any FDIC insurance premiums and prohibits taxpayers with consolidated assets between $10 and $50 billion, such as the Bank, from deducting the portion of their FDIC premiums equal to the ratio, expressed as a percentage, that (i) the taxpayer’s total consolidated assets over $10 billion, as of the close of the taxable year, bears to (ii) $40 billion. As a result, Associated Bank’s ability to deduct its FDIC premiums is now limited.
Employee Compensation. A “publicly held corporation” is not permitted to deduct compensation in excess of $1 million per year paid to certain employees. The Tax Act eliminated certain exceptions to the $1 million limit applicable under prior law related to performance-based compensation, such as equity grants and cash bonuses that are paid only on the attainment of performance goals. As a result, our ability to deduct certain compensation paid to our most highly compensated employees is now limited.
Business Asset Expensing. The Tax Act allows taxpayers immediately to expense the entire cost (instead of only 50%, as under prior law) of certain depreciable tangible property and real property improvements acquired and placed in service after September 27, 2017 and before January 1, 2023 (with an additional year for certain property). This 100% “bonus” depreciation is phased out proportionately for property placed in service on or after January 1, 2023 and before January 1, 2027 (with an additional year for certain property).
Interest Expense. The Tax Act limits a taxpayer’s annual deduction of business interest expense to the sum of (i) business interest income and (ii) 30% of “adjusted taxable income,” defined as a business’s taxable income without taking into account business interest income or expense, net operating losses, and, for 2018 through 2021, depreciation, amortization and depletion. Because we generate significant amounts of net interest income, we do not expect to be impacted by this limitation.
The foregoing description of the impact of the Tax Act on us should be read in conjunction with Note 13 Income Taxes of the notes to Consolidated Financial Statements.
Available Information
We file annual, quarterly, and current reports, proxy statements, and other information with the SEC. These filings are available to the public on the Internet at the SEC’s web site at www.sec.gov. Shareholders may also read and copy any document that we file at the SEC’s public reference rooms located at 100 F Street, NE, Washington, DC 20549. Shareholders may call the SEC at 1-800-SEC-0330 for further information on the public reference room.www.sec.gov.
Our principal internet address is www.associatedbank.com.www.associatedbank.com. We make available free of charge on or through our website our annual report 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, as soon as reasonably practicable after we electronically file such material with, or furnish it to, the SEC. In addition, shareholders may request a copy of any of our filings (excluding exhibits) at no cost by writing or e-mailing us using the following information:at Associated Banc-Corp, Attn: Investor Relations, 433 Main Street, Green Bay, WI 54301. Our Code of Business Conduct and Ethics, Corporate Governance Guidelines, committee charters for standing committees of the Board and other governance documents are all available on our website, www.associatedbank.com, “Investor Relations,” “Governance Documents.” We will disclose on our website amendments to54301 or waivers from our Code of Ethics in accordance with all applicable laws and regulations. Information contained on any of our websites is not deemed to be a part of this Annual Report.e-mailing us at investor.relations@associatedbank.com.

ITEM 1A.RISK FACTORSRisk Factors
An investment in our common stock is subject to risks inherent to our business. The material risks and uncertainties that management believes affect us are described below. Before making an investment decision, you should carefully consider the risks and uncertainties described below, together with all of the other information included or incorporated by reference herein. The risks and uncertainties described below are not the only ones facing us.


Additional risks and uncertainties that management is not aware of or focused on or that management currently deems immaterial may also impair our business operations. This report is qualified in its entirety by these risk factors. See also, “SpecialSpecial Note Regarding Forward-Looking Statements.
If any of the events described in the risk factors should actually occur, our financial condition and results of operations could be materially and adversely affected. If this were to happen, the value of our securities could decline significantly, and you could lose all or part of your investment.
Credit Risks
Changes in economic and political conditions could adversely affect our earnings, as our borrowers’ ability to repay loans and the value of the collateral securing our loans decline.Our success depends, to a certain extent, upon local, national and global economic and political conditions, as well as governmental monetary policies. Conditions such as an economic recession, the impact of international trade negotiations on local and national economies, rising unemployment, changes in interest rates, money supply and other factors beyond our control may adversely affect our asset quality, deposit levels and loan demand and, therefore, our earnings. Because we have a significant amount of real estate loans, decreases in real estate values
13



could adversely affect the value of property used as collateral. The OCC recently reported that headwinds facing the U.S. economy strengthened during 2019, despite the continuation of the current U.S. economic expansion, noting in particular that manufacturing activity slowed more sharply than the rest of the economy. The OCC continued to note that the consensus forecast indicates that the U.S. economy will continue to slow down towards its long-run potential rate of growth, but the risk of a recession is rising. Adverse changes in the economy may also have a negative effect on the ability of our borrowers to make timely repayments of their loans, which could have an adverse impact on our earnings. Consequently, declines in the economy could have a material adverse effect on our financial condition and results of operations.
Changes in U.S. trade policies, including the imposition of tariffs and retaliatory tariffs, may adversely impact our business, financial condition and results of operations. There continues to be discussion and dialogue regarding potential changes to U.S. trade policies, legislation, treaties and tariffs with countries such as China and the European Union. Tariffs and retaliatory tariffs have been imposed, and additional tariffs and retaliatory tariffs have been proposed. Such tariffs, retaliatory tariffs or other trade restrictions on products and materials that our customers import or export could cause the prices of our customers' products to increase, which could reduce demand for such products, or reduce our customers' margins, and adversely impact their revenues, financial results, and ability to service debt. This in turn could adversely affect our financial condition and results of operations. In addition, to the extent changes in the political environment have a negative impact on us or on the markets in which we operate our business, our results of operations and financial condition could be materially and adversely impacted in the future. It remains unclear what the U.S. government or foreign governments will or will not do with respect to tariffs already imposed, additional tariffs that may be imposed, or international trade agreements and policies.
Our allowance for loan losses may be insufficient.All borrowers have the potential to default, and our remedies in the event of such default (such as seizure and / or sale of collateral, legal actions, and guarantees) may not fully satisfy the debt owed to us. We maintain an allowance for loan losses, which is a reserve established through a provision for loan losses charged to expense, that represents management’s best estimate of probable credit losses that have been incurred within the existing portfolio of loans. The allowance for loan losses, in the judgment of management, is necessary to reserve for estimated loan losses and risks inherent in the loan portfolio. The level of the allowance for loan losses reflects management’s continuing evaluation of industry concentrations; specific credit risks; loan loss experience; current loan portfolio quality; present economic, political, and regulatory conditions; and unidentified losses inherent in the current loan portfolio. The determination of the appropriate level of the allowance for loan losses inherently involves a high degree of subjectivity and requires us to make significant estimates of current credit risks using existing qualitative and quantitative information, all of which may undergo material changes. Changes in economic conditions affecting borrowers, new information regarding existing loans, identification of additional problem loans, and other factors, both within and outside of our control, may require an increase in the allowance for loan losses. In addition, bank regulatory agencies periodically review our allowance for loan losses and may require an increase in the provision for loan losses or the recognition of additional loan charge offs, based on judgments different than those of management. An increase in the allowance for loan losses would result in a decrease in net income, and possibly risk-based capital, and could have a material adverse effect on our financial condition and results of operations.
The FASB has recently issued an accounting standard update that will result in a significant change in how we recognize credit losses and may have a material impact on our financial condition or results of operations.
In June 2016, the Financial Accounting Standards Board ("FASB")FASB issued an accounting standard update, “Financial"Financial Instruments-Credit Losses (Topic 326), Measurement of Credit Losses on Financial Instruments," which replaces the current “incurred loss”"incurred loss" model for recognizing credit losses with an “expected loss”"expected loss" model referred to as the Current Expected Credit Loss ("CECL")CECL model. Under the CECL model, we will be required to present certain financial assets carried at amortized cost, such as loans held for investment and held-to-maturity debt securities, at the net amount expected to be collected. The measurement of expected credit losses is to be based on information about past events, including historical experience, current conditions, and reasonable and supportable forecasts that affect the collectability of the reported amount. This measurement will take place at the time the financial asset is first added to the balance sheet and periodically thereafter. This differs significantly from the “incurred loss”"incurred loss" model required under current generally accepted accounting principles ("GAAP"),GAAP, which delays recognition until it is probable a loss has been incurred. Accordingly, we expect that the adoption of the CECL model will


materially affect how we determine our allowance for loan losses and could require us to significantly increase our allowance. Moreover, theThe CECL model may create more volatility in the level of our allowance for loan losses. If we are
On December 21, 2018, the regulatory agencies approved a final rule modifying their regulatory capital rules and providing an option to phase in over a period of three years the day-one regulatory capital effects of the CECL model. The final rule also revises the agencies' other rules to reflect the update to the accounting standards. The final rule became effective on April 1, 2019. Additionally, proposed guidance clarifying the final rule was issued in October 2019. The proposed guidance, when effective, will clarify the state of existing agency guidance and describe the appropriate CECL methodology for determining allowances for credit losses on specific assets, including net investments in leases, impaired available-for-sale debt securities, etc. The proposed guidance will become effective when each institution adopts the new standards required to materially increase our level of allowance for loan losses for any reason, such increase could adversely affect our business, financial condition and results of operations.by the FASB.
The new CECL standard will become effective for us for fiscal years beginning after December 15, 2019 and for interim periods within those fiscal years. We are currently evaluating the impact the CECL model will have on our accounting, but we expect to recognize a one-time cumulative-effect adjustment to our allowance for loan
14



losses as of the beginning of the first reporting period in which we adopt the new standard, is effective, consistent with regulatory expectations set forth in interagency guidance issued at the end of 2016. We cannot yet determineincurred transition costs and also expect to incur ongoing costs in maintaining the magnitudeadditional CECL models and methodology along with acquiring forecasts used within the models, and that the methodology will result in increased capital costs upon initial adoption as well as over time. The impact at adoption is expected to have an after tax impact of any such one-time cumulative adjustment or$70 million to $80 million decrease in the opening stockholders' equity balance and a corresponding 21bps to 24bps decrease to the tangible common equity ratio. See Note 1 Summary of Significant Accounting Policies of the overallnotes to consolidated financial statements for additional information on the Corporation's impact of the new standard on our financial condition or results of operations.adoption.
We are subject to lending concentration risks.As of December 31, 2016,2019, approximately 62%59% of our loan portfolio consisted of commercial and industrial, real estate construction, commercial real estate loans, and lease financing (collectively, “commercial loans”"commercial loans"). Commercial loans are generally viewed as having more inherent risk of default than residential mortgage loans or other consumer loans. Also, the commercial loan balance per borrower is typically larger than that for residential mortgage loans and other consumer loans, inferringimplying higher potential losses on an individual loan basis. Because our loan portfolio contains a number of commercial loans with balances over $25 million, the deterioration of one or a few of these loans could cause a significant increase in nonaccrual loans, which could have a material adverse effect on our financial condition and results of operations.
Commercial real estate lending may expose us to increased lending risks. Our policy generally has been to originate commercial real estate loans primarily in the eight states in which the Bank operates. At December 31, 2016,2019, commercial real estate loans, including owner occupied, investor, and real estate construction loans, totaled $5.9$6.1 billion, or 29%27%, of our total loan portfolio. As a result of our growth of this portfolio in the past several years and planned future growth, these loans require more ongoing evaluation and monitoring and we are implementing enhanced risk management policies, procedures and controls. Commercial real estate loans generally involve a greater degree of credit risk than residential mortgage loans because they typically have larger balances and are more affected by adverse conditions in the economy. Because payments on loans secured by commercial real estate often depend upon the successful operation and management of the properties and the businesses which operate from within them, repayment of such loans may be affected by factors outside the borrower’s control, such as adverse conditions in the real estate market or the economy or changes in government regulation. In recent years, commercial real estate markets have been experiencing substantial growth, and increased competitive pressures have contributed significantly to historically low capitalization rates and rising property values. Commercial real estate prices, according to many U.S. commercial real estate indices, are currently above the 2007 peak levels that contributed to the financial crisis. Accordingly, the federal bank regulatory agencies have expressed concerns about weaknesses in the current commercial real estate market. Our failure to adequately implement enhanced risk management policies, procedures and controls could adversely affect our ability to increase this portfolio going forward and could result in an increased rate of delinquencies in, and increased losses from, this portfolio. At December 31, 2016,2019, nonaccrual commercial real estate loans totaled $28$5 million, or less than 1%, of our total portfolio of commercial real estate loans.
We may be adversely affected by declines in oil prices. Ongoing volatility in the oil and gas markets including decreased market oil prices, havehas compressed margins for many U.S.-based oil producers and others in the Oil and Gas industry. As of December 31, 2016,2019, our oil and gas loan exposure was $1 billion$741 million of commitments with $668$484 million outstanding, representing approximately 3%2% of our loan portfolio. The Oil and Gas portfolio was comprised of approximately 6040 credits made to small and mid-sized companies. These borrowers are likely to be adversely affected by a continued severe and prolongedprice volatility or downturn in oil and gas prices. The allowance related to this portfolio was 5.7%2.6% at December 31, 2016,2019, compared to 5.6%1.6% at December 31, 2015.2018. A significant deterioration in our oil and gas loans could cause a significant increase in nonaccrual loans. An increase in nonaccrual loans could result in a loss of interest income from these loans, one or more additional increases in the provision for loan losses, and an increase in loan charge offs, all of which could have a material adverse effect on our financial condition and results of operations. A prolonged period of low oil prices could also have a negative impact on the U.S. economy


as a whole, and could, in turn, also have a material adverse effect on our business, financial condition and results of operations.
We depend on the accuracy and completeness of information about our customers and counterparties.In deciding whether to extend credit or enter into other transactions, we may rely on information furnished by or on behalf of customers and counterparties, including financial statements, credit reports, and other financial information. We may also rely on representations of those customers, counterparties, or other third parties, such as independent auditors, as to the accuracy and completeness of that information. Reliance on inaccurate or misleading financial statements, credit reports, or other financial information could cause us to enter into unfavorable transactions, which could have a material adverse effect on our financial condition and results of operations.
Lack of system integrity or credit quality related to funds settlement could result in a financial loss.We settle funds on behalf of financial institutions, other businesses and consumers and receive funds from clients, card issuers, payment networks and consumers on a daily basis for a variety of transaction types. Transactions we facilitate include wire transfers, debit card, credit
15



card and electronic bill payment transactions, supporting consumers, financial institutions and other businesses. These payment activities rely upon the technology infrastructure that facilitates the verification of activity with counterparties and the facilitation of the payment. If the continuity of operations or integrity of processing were compromised this could result in a financial loss to us due to a failure in payment facilitation. In addition, we may issue credit to consumers, financial institutions or other businesses as part of the funds settlement. A default on this credit by a counterparty could result in a financial loss to us.
We are subject to environmental liability risk associated with lending activities.A significant portion of our loan portfolio is secured by real property. During the ordinary course of business, we may foreclose on and take title to properties securing certain loans. In doing so, there is a risk that hazardous or toxic substances could be found on these properties. If hazardous or toxic substances are found, we may be liable for remediation costs, as well as for personal injury and property damage. Environmental laws may require us to incur substantial expenses which may materially reduce the affected property’s value or limit our ability to use or sell the affected property. In addition, future laws or more stringent interpretations or enforcement policies with respect to existing laws may increase our exposure to environmental liability. Although we have policies and procedures to perform an environmental review before lending against or initiating any foreclosure action on real property, these reviews may not be sufficient to detect all potential environmental hazards. The remediation costs and any other financial liabilities associated with an environmental hazard could have a material adverse effect on our financial condition and results of operations.
Liquidity and Interest Rate Risks
Liquidity is essential to our businesses.The Corporation requires liquidity to meet its deposit and debt obligations as they come due. Access to liquidity could be impaired by an inability to access the capital markets or unforeseen outflows of deposits. Risk factors that could impair our ability to access capital markets include a downturn in our Midwest markets, difficult credit markets, credit rating downgrades, or regulatory actions against the Corporation. The Corporation’s access to deposits can be impacted by the liquidity needs of our customers as a substantial portion of the Corporation’s liabilities are demand while a substantial portion of the Corporation’s assets are loans that cannot be sold in the same timeframe. Historically, the Corporation has been able to meet its cash flow needs as necessary. If a sufficiently large number of depositors sought to withdraw their deposits for whatever reason, the Corporation may be unable to obtain the necessary funding at favorable terms.
We are subject to interest rate risk.Our earnings and cash flows are largely dependent upon our net interest income. Interest rates are highly sensitive to many factors that are beyond our control, including general economic conditions and policies of various governmental and regulatory agencies and, in particular, the Federal Reserve. Changes in monetary policy, including changes in interest rates, could influence not only the interest we receive on loans and investments and the amount of interest we pay on deposits and borrowings, but such changes could also affect (i) our ability to originate loans and obtain deposits; (ii) the fair value of our financial assets and liabilities;


and (iii) the average duration of our mortgage portfolio and other interest-earning assets. If the interest rates paid on deposits and other borrowings increase at a faster rate than the interest rates received on loans and other investments, our net interest income, and therefore earnings, could be adversely affected. Earnings could also be adversely affected if the interest rates received on loans and other investments fall more quickly than the interest rates paid on deposits and other borrowings. The Corporation's interest rate risk profile is such that a higher or steeper yield curve adds to income while a flatter yield curve is relatively neutral, and a lower or inverted yield curve, such as experienced during the past year, generally has a negative impact on earnings. Our most significant interest rate risk may be further declines in the absolute level of interest rates or the prolonged continuation of the current low rate environment, as this would generally lead to further compression of our net interest margin, reduced net interest income, and devaluation of our deposit base.
Although management believes it has implemented effective asset and liability management strategies, including the potential use of derivatives as hedging instruments, to reduce the potential effects of changes in interest rates on our results of operations, any substantial, unexpected, prolonged change in market interest rates could have a material adverse effect on our financial condition and results of operations. Also, our interest rate risk modeling techniques and assumptions likely may not fully predict or capture the impact of actual interest rate changes on our balance sheet.
The impact of interest rates on our mortgage banking business can have a significant impact on revenues.Changes in interest rates can impact our mortgage-related revenues and net revenues associated with our mortgage activities. A decline in mortgage rates generally increases the demand for mortgage loans as borrowers refinance, but also generally leads to accelerated payoffs. Conversely, in a constant or increasing rate environment, we would expect fewer loans to be refinanced and a decline in payoffs. Although we use models to assess the impact of interest rates on mortgage-related revenues, the estimates of revenues produced by these models are dependent on estimates and assumptions of future loan demand, prepayment speeds and other factors which may differ from actual subsequent experience.
16



Changes in interest rates could reduce the value of our investment securities holdings. The Corporation maintains an investment portfolio consisting of various high quality liquid fixed-income securities. The total book value of the securities portfolio, which includes Federal Home Loan Bank and Federal Reserve Bank stocks, as of December 31, 20162019, was $6.0$5.7 billion and the estimated duration of the aggregate portfolio was approximately 4.45.0 years. The nature of fixed-income securities is such that changes in market interest rates impact the value of these assets. Based on the duration of the Corporation’s investment securities portfolio, a one percent decrease in market rates is projected to increase the market value of the investment securities portfolio by approximately $251$237 million, while a one percent increase in market rates is projected to decrease the market value of the investment securities portfolio by approximately $266$252 million.
Changes in interest rates could also reduce the value of our residential mortgage-related securities and mortgage servicing rights, which could negatively affect our earnings.We have a portfolio of mortgage servicing rights. A mortgage servicing right (“MSR”)MSRs. An MSR is the right to service a mortgage loan (i.e., collect principal, interest, escrow amounts, etc.) for a fee. We recognize MSRs when we originate mortgage loans and keep the servicing rights after we sell or securitize the loans or when we purchase the servicing rights to mortgage loans originated by other lenders. We carry MSRs at the lower of amortized cost or estimated fair value. Fair value is the present value of estimated future net servicing income, calculated based on a number of variables, including assumptions about the likelihood of prepayment by borrowers.
When interest rates fall, borrowers are more likely to prepay their mortgage loans by refinancing them at a lower rate. As the likelihood of prepayment increases, the fair value of our residential mortgage-related securities and MSRs can decrease. Each quarter we evaluate our residential mortgage-related securities and MSRs for impairment. If temporary impairment exists, we establish a valuation allowance for the MSRs through a charge to earnings for the amount the carrying amount exceeds fair value. We also evaluate our MSRs for other-than-temporary impairment. If we determine that other-than-temporary impairment exists, we will recognize a direct write-down of the carrying value of the MSRs.

The planned phasing out of the LIBOR as a financial benchmark presents risks to the financial instruments originated or held by the Corporation. The LIBOR is the reference rate used for many of our transactions, including our lending and borrowing and our purchase and sale of securities, as well as the derivatives that we use to manage risk related to such transactions. However, a reduced volume of interbank unsecured term borrowing coupled with recent legal and regulatory proceedings related to rate manipulation by certain financial institutions has led to international reconsideration of LIBOR as a financial benchmark. The FCA, which regulates the process for establishing LIBOR, announced in July 2017 that the sustainability of LIBOR cannot be guaranteed. Accordingly, the FCA intends to stop persuading, or compelling, banks to submit to LIBOR after 2021. Until such time, however, FCA panel banks have agreed to continue to support LIBOR.

Associated has not yet determined which alternative rate is most applicable, and there can be no assurances on which benchmark rate(s) may replace LIBOR or how LIBOR will be determined for purposes of financial instruments that are currently referencing LIBOR if and when it ceases to exist. If LIBOR is discontinued after 2021 as expected, there may be uncertainty or differences in the calculation of the applicable interest rate or payment amount depending on the terms of the governing instruments, and such discontinuation may increase operational and other risks to the Corporation and the industry.
While there is no consensus on what rate or rates may become accepted alternatives to LIBOR, a group of large banks, the Alternative Reference Rate Committee, or ARRC, selected the SOFR as an alternative to LIBOR. SOFR has been published by the FRBNY since May 2018, and it is intended to be a broad measure of the cost of borrowing cash overnight collateralized by U.S. Treasury securities. The FRBNY reports that SOFR includes all trades in the Broad General Collateral Rate, plus bilateral U.S. Treasury repurchase agreement transactions cleared through the delivery-versus-payment service offered by the FICC, a subsidiary of DTCC.
The FRBNY currently publishes SOFR daily on its website at https://apps.newyorkfed.org/markets/autorates/sofr. The FRBNY states on its publication page for SOFR that use of SOFR is subject to important disclaimers, limitations and indemnification obligations, including that the FRBNY may alter the methods of calculation, publication schedule, rate revision practices or availability of SOFR at any time without notice.
Because SOFR is published by the FRBNY based on data received from other sources, the Bank has no control over its determination, calculation or publication. There can be no assurance that SOFR will not be discontinued or fundamentally altered in a manner that is materially adverse to the parties that utilize SOFR as the reference rate for transactions. There is no assurance that SOFR will be widely adopted as the replacement reference rate for LIBOR (or that the Corporation will ultimately decide to adopt SOFR as the reference rate for its lending or borrowing transactions).
17



The market transition away from LIBOR to an alternative reference rate, including SOFR, is complex and could have a range of adverse effects on the Corporation's business, financial condition, and results of operations. In particular, any such transition could:
adversely affect the interest rates paid or received on, and the revenue and expenses associated with, the Corporation's floating rate obligations, loans, deposits, derivatives and other financial instruments tied to LIBOR rates, or other securities or financial arrangements given LIBOR's role in determining market interest rates globally;
adversely affect the value of the Corporation's floating rate obligations, loans, deposits, derivatives and other financial instruments tied to LIBOR rates, or other securities or financial arrangements given LIBOR's role in determining market interest rates globally;
prompt inquiries or other actions from regulators in respect of the Corporation's preparation and readiness for the replacement of LIBOR with an alternative reference rate;
result in disputes, litigation or other actions with counterparties regarding the interpretation and enforceability of certain fallback language in LIBOR-based securities; and
require the transition to or development of appropriate systems and analytics to effectively transition our risk management processes from LIBOR-based products to those based on the applicable alternative pricing benchmark.
In addition, the implementation of LIBOR reform proposals may result in increased compliance costs and operational costs, including costs related to continued participation in LIBOR and the transition to a replacement reference rate or rates. We cannot reasonably estimate the expected cost.

We rely on dividends from our subsidiaries for most of our revenue.The Parent Company is a separate and distinct legal entity from its banking and other subsidiaries. A substantial portion of the Parent Company’s revenue comes from dividends from its subsidiaries. These dividends are the principal source of funds to pay dividends on the Parent Company’s common and preferred stock, and to pay interest and principal on the Parent Company’s debt. Various federal and / or applicable state laws and regulations limit the amount of dividends that our national bank subsidiarythe Bank and certain nonbankof our nonbanking subsidiaries may pay to us. Also, our right to participate in a distribution of assets upon a subsidiary’s liquidation or reorganization is subject to the prior claims of the subsidiary’s creditors. In the event our national bankthe Bank subsidiary is unable to pay dividends to us, we may not be able to service debt, pay obligations, or pay dividends on our common and preferred stock. The inability to receive dividends from our national bank subsidiarythe Bank could have a material adverse effect on our business, financial condition, and results of operations.
Operational Risks
We face significant operational risks due to the high volume and the high dollar value nature of transactions we process.We operate in many different businesses in diverse markets and rely on the ability of our employees and systems to process transactions. Operational risk is the risk of loss resulting from our operations, including but not limited to, the risk of fraud by employees or persons outside our company, the execution of unauthorized transactions, errors relating to transaction processing and technology, breaches of our internal control systems or failures of those of our suppliers or counterparties, compliance failures, cyber-attacks, technology failures, or unforeseen problems encountered while implementing new computer systems or upgrades to existing systems, business continuation and disaster recovery issues, and other external events. Insurance coverage may not be available for such losses, or where available, such losses may exceed insurance limits. This risk of loss also includes the potential legal actions that could arise as a result of an operational deficiency or as a result of noncompliance with applicable regulatory standards, adverse business decisions or their implementation, and customer attrition due to potential negative publicity. The occurrence of any of these events could cause us to suffer financial loss, face regulatory action and suffer damage to our reputation.
Unauthorized disclosure of sensitive or confidential client or customer information, whether through a cyber-attack, other breach of our computer systems or otherwise, could severely harm our business.In the normal course of our business, we collect, process, and retain sensitive and confidential client and customer information on our behalf and on behalf of other third parties. Despite the security measures we have in place, our facilities and systems may be vulnerable to cyber-attacks, security breaches, acts of vandalism, computer viruses, malware, misplaced or lost data, programming and / or human errors, or other similar events.
Information security risks for financial institutions like us have increased recentlycontinue to increase in part because of new technologies, the increased use of the internet and telecommunications technologies (including mobile devices)devices and cloud computing) to conduct financial and other business transactions, political activism, and the increased sophistication and activities of organized crime, perpetrators of fraud, hackers, terrorists and others. In addition to cyber-attacks or other security breaches
18



involving the theft of sensitive and confidential information, hackers have engaged in attacks against large financial institutions, particularly denial of service attacks, designed to disrupt key business services, such as customer-facing web sites. WeBecause the methods of cyber-attacks change frequently or, in some cases, are not recognized until launch, we are not able to anticipate or implement effective preventive measures against all possible security breaches and the probability of these types.a successful attack cannot be predicted. Although we employ detection and response mechanisms designed to contain and mitigate security incidents, early detection may be thwarted by persistent sophisticated attacks and malware designed to avoid detection.
We also face risks related to cyber-attacks and other security breaches in connection with card transactions that typically involve the transmission of sensitive information regarding our customers through various third parties. Some of these parties have in the past been the target of security breaches and cyber-attacks, and because the transactions involve third parties and environments that we do not control or secure, future security breaches or cyber-attacks affecting any of these third parties could impact us through no fault of our own, and in some cases we may have exposure and suffer losses for breaches or attacks relating to them. We also rely on numerous other third party service providers to conduct other aspects of our business operations and face similar risks relating to


them. While we conduct security assessments on our higher risk third parties,party service providers, we cannot be sure that their information security protocols are sufficient to withstand a cyber-attack or other security breach.
The Corporation regularly evaluates its systems and controls and implements upgrades as necessary. The additional cost to the Corporation of our cyber security monitoring and protection systems and controls includes the cost of hardware and software, third party technology providers, consulting and forensic testing firms, insurance premium costs and legal fees, in addition to the incremental cost of our personnel who focus a substantial portion of their responsibilities on cyber security.
Any successful cyber-attack or other security breach involving the misappropriation, loss or other unauthorized disclosure of confidential customer information or that compromises our ability to function could severely damage our reputation, erode confidence in the security of our systems, products and services, expose us to the risk of litigation and liability, disrupt our operations and have a material adverse effect on our business. Any successful cyber-attack may also subject the Corporation to regulatory investigations, litigation or enforcement, or require the payment of regulatory fines or penalties or undertaking costly remediation efforts with respect to third parties affected by a cyber security incident, all or any of which could adversely affect the Corporation’s business, financial condition or results of operations and damage its reputation.
From time to time, the Corporation engages in acquisitions, including acquisitions of depository institutions such as our recent acquisition of the Huntington branches and the pending First Staunton acquisition. The integration of core systems and processes for such transactions often occur after the closing, which may create elevated risk of cyber incidents. The Corporation may be subject to the data risks and cyber security vulnerabilities of the acquired company until the Corporation has sufficient time to fully integrate the acquiree’s customers and operations. Although the Corporation conducts comprehensive due diligence of cyber-security policies, procedures and controls of our acquisition counterparties, and the Corporation maintains adequate policies, procedures, controls and information security protocols to facilitate a successful integration, there can be no assurance that such measures, controls and protocols are sufficient to withstand a cyber-attack or other security breach with respect to the companies we acquire, particularly during the period of time between closing and final integration.
Our information systems may experience an interruption or breach in security. We rely heavily on communications and information systems to conduct our business. Any failure, interruption, or breach in security or operational integrity of these systems could result in failures or disruptions in our customer relationship management, general ledger, deposit, loan, and other systems. While we have policies and procedures designed to prevent or limit the effect of the failure, interruption, or security breach of our information systems, we cannot completely ensure that any such failures, interruptions, or security breaches will not occur or, if they do occur, that they will be adequately addressed. The occurrence of any failures, interruptions, or security breaches of our information systems could damage our reputation, result in a loss of customer business, subject us to additional regulatory scrutiny, or expose us to civil litigation and possible financial liability, any of which could have a material adverse effect on our financial condition and results of operations.
We are dependent upon third parties for certain information system, data management and processing services and to provide key components of our business infrastructure.We outsource certain information system and data management and processing functions to third party providers, including, among others, Fiserv, Inc. and its affiliates.affiliates to compete in a rapidly evolving financial marketplace. These third party service providers are sources of operational and informational security risk to us, including risks associated with operational errors, information system interruptions or breaches, and unauthorized disclosures of sensitive or confidential client or customer information. Concentration among larger third party providers servicing large segments of the banking industry can also potentially affect wide segments of the financial industry. If third party service providers encounter any of these issues, or if we have difficulty communicating with them, we could be exposed
19



to disruption of operations, loss of service or connectivity to customers, reputational damage, and litigation risk that could have a material adverse effect on our results of operations or our business.
Third party vendors provide key components of our business infrastructure, such as internet connections, network access and core application processing. While we have selected these third party vendors carefully, we do not control their actions. Any problems caused by these third parties, including as a result of their not providing us their services for any reason or their performing their services poorly, could adversely affect our ability to deliver products and services to our customers and otherwise to conduct our business. Replacing these third party vendors could also entail significant delay and expense.
The potential for business interruption exists throughout our organization.Integral to our performance is the continued efficacy of our technical systems, operational infrastructure, relationships with third parties and the vast array of associates and key executives in our day-to-day and ongoing operations. Failure by any or all of these resources subjects us to risks that may vary in size, scale and scope. This includes, but is not limited to, operational or technical failures, ineffectiveness or exposure due to interruption in third party support, as well as the loss of key individuals or failure on the part of key individuals to perform properly. Although management has established policies and procedures to address such failures, the occurrence of any such event could have a material adverse effect on our business, which, in turn, could have a material adverse effect on our financial condition and results of operations.
Changes in our accounting policies or in accounting standards could materially affect how we report our financial results.Our accounting policies are fundamental to understanding our financial results and condition. Some of these policies require the use of estimates and assumptions that may affect the value of our assets or liabilities and financial results. Some of our accounting policies are critical because they require management to make difficult, subjective and complex judgments about matters that are inherently uncertain and because it is likely that materially different amounts would be reported under different conditions or using different assumptions. If such estimates or assumptions underlying our financial statements are incorrect, we may experience material losses.


From time to time the FASB and the SEC change the financial accounting and reporting standards or the interpretation of those standards that govern the preparation of our external financial statements. These changes are beyond our control, can be hard to predict and could materially impact how we report our results of operations and financial condition. We could be required to apply a new or revised standard retroactively, resulting in our restating prior period financial statements in material amounts.
Changes in the federal, state or local tax laws may negatively impact our financial performance. We are subject to changes in tax law that could increase our effective tax rates. These law changes may be retroactive to previous periods and as a result could negatively affect our current and future financial performance. For example, the new legislation resulted in a reduction in our federal corporate tax rate from 35% in 2017 to 21% in 2018, which had a favorable impact on our earnings and capital generation abilities. However, the new legislation also enacted limitations on certain deductions, such as the deduction of FDIC deposit insurance premiums, which partially offset the anticipated increase in net earnings from the lower tax rate.
In addition, the Bank’s customers experienced and likely will continue to experience varying effects from both the individual and business tax provisions of the Tax Act and such effects, whether positive or negative, may have a corresponding impact on our business and the economy as a whole.
Our internal controls may be ineffective.Management regularly reviews and updates our internal controls, disclosure controls and procedures, and corporate governance policies and procedures. Any system of controls, however well designed and operated, is based in part on certain assumptions and can provide only reasonable, not absolute, assurances that the objectives of the controls are met. Any failure or circumvention of our controls and procedures or failure to comply with regulations related to controls and procedures could have a material adverse effect on our business, results of operations, and financial condition.
Impairment of investment securities, goodwill, other intangible assets, or deferred tax assets could require charges to earnings, which could result in a negative impact on our results of operations.In assessing whether the impairment of investment securities is other-than-temporary, management considers the length of time and extent to which the fair value has been less than cost, the financial condition and near-term prospects of the issuer, and the intent and ability to retain our investment in the security for a period of time sufficient to allow for any anticipated recovery in fair value in the near term.
Under current accounting standards, goodwill is not amortized but, instead, is subject to impairment tests on at least an annual basis or more frequently if an event occurs or circumstances change that reduce the fair value of a reporting unit below its carrying amount. A decline in our stock price or occurrence of a triggering event following any of our quarterly earnings releases and prior to the filing of the periodic report for that period could, under certain circumstances, cause us to perform a goodwill impairment test and result in an impairment charge being recorded for that period which was not reflected in such earnings release. During 2016,2019, the annual impairment test conducted in May indicated that the estimated fair value of all of the
20



Corporation’s reporting units exceeded the carrying value. In the event that we conclude that all or a portion of our goodwill may be impaired, a non-cash charge for the amount of such impairment would be recorded to earnings. Such a charge would have no impact on tangible capital. At December 31, 2016,2019, we had goodwill of $972 million,$1.2 billion, which representing approximately 31%30% of stockholders’ equity.
In assessing the realizability of deferred tax assets, management considers whether it is more likely than not that some portion or all of the deferred tax assets will not be realized. Assessing the need for, or the sufficiency of, a valuation allowance requires management to evaluate all available evidence, both negative and positive, including the recent trend of quarterly earnings. Positive evidence necessary to overcome the negative evidence includes whether future taxable income in sufficient amounts and character within the carryback and carryforward periods is available under the tax law, including the use of tax planning strategies. When negative evidence (e.g., cumulative losses in recent years, history of operating loss or tax credit carryforwards expiring unused) exists, more positive evidence than negative evidence will be necessary. The Corporation has concluded that based on the level of positive evidence, it is more likely than not that the deferred tax asset will be realized. At December 31, 2016, net deferred tax assets were approximately $52 million.
The impact of each of these impairment matters could have a material adverse effect on our business, results of operations, and financial condition.
We may not be able to attract and retain skilled people.Our success depends, in large part, on our ability to attract and retain skilled people. Competition for the best people in most activities engaged in by us can be intense, and we may not be able to hire sufficiently skilled people or to retain them. The unexpected loss of services of one or more of our key personnel could have a material adverse impact on our business because of their skills, knowledge of our markets, years of industry experience, and the difficulty of promptly finding qualified replacement personnel.
Loss of key employees may disrupt relationships with certain customers.Our business is primarily relationship-driven in that many of our key employees have extensive customer relationships. Loss of a key employee with


such customer relationships may lead to the loss of business if the customers were to follow that employee to a competitor.competitor or otherwise choose to transition to another financial services provider. While we believe our relationship with our key personnel is good, we cannot guarantee that all of our key personnel will remain with our organization. Loss of such key personnel should they enter into an employment relationship with one of our competitors, could result in the loss of some of our customers.
Revenues from our investment management and asset servicing businesses are significant to our earnings.Generating returns that satisfy clients in a variety of asset classes is important to maintaining existing business and attracting new business. Administering or managing assets in accordance with the terms of governing documents and applicable laws is also important to client satisfaction. Failure in either of the foregoing areas can expose us to liability, and result in a decrease in our revenues and earnings.
Climate change and related legislative and regulatory initiatives may result in operational changes and expenditures that could significantly impact our business. The current and anticipated effects of climate change are creating an increasing level of concern for the state of the global environment. As a result, political and social attention to the issue of climate change has increased. In recent years, governments across the world have entered into international agreements to attempt to reduce global temperatures, in part by limiting greenhouse gas emissions. Although the United States government has announced its plans to withdraw from the Paris Agreement, the most recent international climate change accord, the U.S. Congress, state legislatures and federal and state regulatory agencies have continued to propose and advance numerous legislative and regulatory initiatives seeking to mitigate the effects of climate change. These agreements and measures may result in the imposition of taxes and fees, the required purchase of emission credits, and the implementation of significant operational changes, each of which may require the Corporation to expend significant capital and incur compliance, operating, maintenance and remediation costs. Given the lack of empirical data on the credit and other financial risks posed by climate change, it is impossible to predict how climate change may impact our financial condition and operations; however, as a banking organization, the physical effects of climate change may present certain unique risks to the Corporation. For example, weather disasters, shifts in local climates and other disruptions related to climate change may adversely affect the value of real properties securing our loans, which could diminish the value of our loan portfolio. Such events may also cause reductions in regional and local economic activity that may have an adverse effect on our customers, which could limit our ability to raise and invest capital in these areas and communities, each of which could have a material adverse effect on our financial condition and results of operations.
Severe weather, natural disasters, public health issues, acts of war or terrorism, and other external events could significantly impact our business.    Severe weather, natural disasters, acts of war or terrorism, and other adverse external events could have a significant impact on our ability to conduct business.  Such events could affect the stability of our deposit base, impair the ability of borrowers to repay outstanding loans, impair the value of collateral securing loans, adversely impact our employee base, cause significant property damage, result in loss of revenue, and / or cause us to incur additional expenses. Although management has established disaster recovery policies and procedures, the occurrence of any such event could have a material adverse effect on our business, which, in turn, could have a material adverse effect on our financial condition and results of operations.
21



Strategic and External Risks
Our earnings are significantly affected by the fiscal and monetary policies of the federal government and its agencies.The policies of the Federal Reserve impact us significantly. The Federal Reserve regulates the supply of money and credit in the United States. Its policies directly and indirectly influence the rate of interest earned on loans and paid on borrowings and interest-bearing deposits and can also affect the value of financial instruments we hold. Those policies determine to a significant extent our cost of funds for lending and investing. Changes in those policies are beyond our control and are difficult to predict. Federal Reserve policies can also affect our borrowers, potentially increasing the risk that they may fail to repay their loans. For example, a tightening of the money supply by the Federal Reserve could reduce the demand for a borrower’s products and services. This could adversely affect the borrower’s earnings and ability to repay its loan, which could have a material adverse effect on our financial condition and results of operations.
Our financial condition and results of operations could be negatively affected if we fail to grow or fail to manage our growth effectively.Our business strategy includes significant growth plans. We intend to continue pursuing a profitable growth strategy. Our prospects must be considered in light of the risks, expenses and difficulties frequently encountered by companies in significant growth stages of development. Sustainable growth requires that we manage our risks by balancing loan and deposit growth at acceptable levels of risk, maintaining adequate liquidity and capital, hiring and retaining qualified employees, successfully managing the costs and implementation risks with respect to strategic projects and initiatives, and integrating acquisition targets and managing the costs.We cannot assure you that we will be able to expand our market presence in our existing markets or successfully enter new markets or that any such expansion will not adversely affect our results of operations. Failure to manage our growth effectively could have a material adverse effect on our business, future prospects, financial condition or results of operations and could adversely affect our ability to successfully implement our business strategy. Also, if we grow more slowly than anticipated, our operating results could be materially adversely affected.
We operate in a highly competitive industry and market area.We face substantial competition in all areas of our operations from a variety of different competitors, both within and beyond our principal markets, many of which are larger and may have more financial resources. Such competitors primarily include national, regional, and internet banks within the various markets in which we operate. We also face competition from many other types of financial institutions, including, without limitation, savings and loans, credit unions, finance companies, brokerage firms, insurance companies, and other financial intermediaries. The financial services industry could become even more competitive as a result of legislative and regulatory changes and continued consolidation. In December 2016,July 2018, the OCC announced that it wouldwill begin consideringaccepting applications from financial technology companies to become special purpose national banks, and requested comments about how it can foster responsible innovation in the chartering process while continuing to provide robust oversight.


banks.
In addition, as customer preferences and expectations continue to evolve, technology has lowered barriers to entry and made it possible for nonbanks to offer products and services traditionally provided by banks, such as automatic transfer and automatic payment systems. In addition, some of the largest technology firms are engaging in joint ventures with the largest banks to provide and / or expand financial service offerings with a technological sophistication and breadth of marketing that smaller institutions do not have. Many of our competitors have fewer regulatory constraints and may have lower cost structures. Additionally, due to their size, many competitors may be able to achieve economies of scale and, as a result, may offer a broader range of products and services as well as better pricing for those products and services than we can.
Our ability to compete successfully depends on a number of factors, including, among other things:
the ability to develop, maintain, and build upon long-term customer relationships based on top quality service, high ethical standards, and safe, sound assets;
the ability to expand our market position;
the scope, relevance, and pricing of products and services offered to meet customer needs and demands;
the rate at which we introduce new products and services relative to our competitors;
customer satisfaction with our level of service; and
industry and general economic trends.

Failure to perform in any of these areas could significantly weaken our competitive position, which could adversely affect our growth and profitability, which, in turn, could have a material adverse effect on our financial condition and results of operations.
22



Fiscal challenges facing the U.S. government could negatively impact financial markets which in turn could have an adverse effect on our financial position or results of operations. Many of our investment securities are issued by the U.S. government and government agencies and sponsored entities. As a result of uncertain domestic political conditions, including potential future federal government shutdowns, the possibility of the federal government defaulting on its obligations for a period of time due to debt ceiling limitations or other unresolved political issues, investments in financial instruments issued or guaranteed by the federal government pose liquidity risks. Following the government shutdown in 2011, Standard & Poor’s lowered its long term sovereign credit rating on the U.S. from AAA to AA+. A further downgrade or a downgrade by other rating agencies, as well as sovereign debt issues facing the governments of other countries, could have a material adverse impact on financial markets and economic conditions in the U.S. and worldwide. In addition, the U.S. government and the governments of other countries took steps to stabilize the financial system, including investing in financial institutions, and implementing programs to improve general economic conditions, but there can be no assurances that these efforts will restore long-term stability and that they will not result in adverse unintended consequences. A prolonged government shutdown may also adversely impact a significant segment of our customer base resulting in increased defaults within our loan portfolio, which could adversely affect our financial condition and results of operations.
Consumers may decide not to use banks to complete their financial transactions. Technology and other changes are allowing parties to complete financial transactions through alternative methods that historically have involved banks. For example, consumers can now maintain funds that would have historically been held as bank deposits in brokerage accounts, mutual funds or general-purpose reloadable prepaid cards. Consumers can also complete transactions, such as paying bills and / or transferring funds directly without the assistance of banks.
The process of eliminating banks as intermediaries, known as "disintermediation," could result in the loss of fee income, as well as the loss of customer deposits and the related income generated from those deposits. The loss of these revenue streams and the lower cost of deposits as a source of funds could have a material adverse effect on our financial condition and results of operations.
Our profitability depends significantly on economic conditions in the states within which we do business.Our success depends on the general economic conditions of the specific local markets in which we operate particularly Wisconsin, Illinois and Minnesota. Local economic conditions have a significant impact on the demand for our products and services, as well as the ability of our customers to repay loans, on the value of the collateral securing loans, and the stability of our deposit funding sources. A significant decline in general local economic conditions caused by inflation, recession, unemployment, changes in securities markets, changes in housing market prices, or other factors could have a material adverse effect on our financial condition and results of operations.
The earnings of financial services companies are significantly affected by general business and economic conditions.Our operations and profitability are impacted by general business and economic conditions in the United States and abroad. These conditions include short-term and long-term interest rates, inflation, money supply, political issues, legislative and regulatory changes, fluctuations in both debt and equity capital markets, broad trends in industry and finance, the strength of the United States economy, and uncertainty in financial markets globally, all of which are beyond our control. A deterioration in economic conditions, including those arising from government shutdowns, defaults, anticipated defaults or rating agency downgrades of sovereign debt (including debt of the U.S.), or increases in unemployment, could result in an increase in loan delinquencies and nonperforming assets, decreases in loan collateral values, and a decrease in demand for our products and services, among other things, any of which could have a material adverse impact on our financial condition and results of operations.
New lines of business or new products and services may subject us to additional risk.From time to time, we may implement new lines of business or offer new products and services within existing lines of business. There are substantial risks and uncertainties associated with these efforts, particularly in instances where the markets are not fully developed. In developing and marketing new lines of business and / or new products and services, we may invest significant time and resources. Initial timetables for the introduction and development of new lines of business and / or new products or services may not be achieved and price and profitability targets may not prove feasible. External factors, such as competitive alternatives and shifting market preferences, may also impact the successful implementation of a new line of business and / or a new product or service. Furthermore, strategic planning remains important as we adopt innovative products, services, and processes in response to the evolving demands for financial services and the entrance of new competitors, such as out-of-market banks and financial technology firms. Any new line of business and / or new product or service could have a significant impact on the effectiveness of our system of internal controls, so we must responsibly innovate in a manner that is consistent with sound risk management and is aligned with the Bank's overall business strategies. Failure to successfully manage these risks in the development and implementation of new lines of business and / or new products or services could have a material adverse effect on our business, results of operations and financial condition.

23




Failure to keep pace with technological change could adversely affect our business.The financial services industry is continually undergoing rapid technological change with frequent introductions of new technology-driven products and services. The effective use of technology increases efficiency and enables financial institutions to better serve customers and to reduce costs. Our future success depends, in part, upon our ability to address the needs of our customers by using technology to provide products and services that will satisfy customer demands, as well as to create additional efficiencies in our operations. Many of our competitors have substantially greater resources to invest in technological improvements. We may not be able to effectively implement new technology-driven products and services or be successful in marketing these products and services to our customers. Failure to successfully keep pace with technological change affecting the financial services industry could have a material adverse impact on our business and, in turn, our financial condition and results of operations.
We may be adversely affected by risks associated with potential and completed acquisitions.As part of our growth strategy, we regularly evaluate merger and acquisition opportunities and conduct due diligence activities related to possible transactions with other financial institutions and financial services companies. As a result, negotiations may take place and future mergers or acquisitions involving cash, debt, or equity securities may occur at any time. We seek merger or acquisition partners that are culturally similar, have experienced management, and possess either significant market presence or have potential for improved profitability through financial management, economies of scale, or expanded services.
Acquiring other banks, businesses, or branches involves potential adverse impact to our financial results and various other risks commonly associated with acquisitions, including, among other things:
incurring time and expense associated with identifying and evaluating potential acquisitions and negotiating potential transactions, and with integrating acquired businesses, resulting in the diversion of resources from the operation of our existing businesses;
difficulty in estimating the value of target companies or assets and in evaluating credit, operations, management, and market risks associated with those companies or assets;
payment of a premium over book and market values that may dilute our tangible book value and earnings per share in the short and long term;
potential exposure to unknown or contingent liabilities of the target company, including, without limitation, liabilities for regulatory and compliance issues;
exposure to potential asset quality issues of the target company;
there may be volatility in reported income as goodwill impairment losses could occur irregularly and in varying amounts;
difficulties, inefficiencies or cost overruns associated with the integration of the operations, personnel, technologies, services, and products of acquired companies with ours;
inability to realize the expected revenue increases, cost savings, increases in geographic or product presence, and / or other projected benefits;
potential disruption to our business;
the possible loss of key employees and customers of the target company; and
potential changes in banking or tax laws or regulations that may affect the target company.

Acquisitions also involve operational risks and uncertainties, and acquired companies may have unknown or contingent liabilities, exposure to unexpected asset quality problems that require write-downs or write-offs (as well as restructuring and impairment or other charges), difficulty retaining key employees and customers and other issues that could negatively affect our business. We may not be able to realize any projected cost savings, synergies or other benefits associated with any such acquisition we complete. Acquisitions typically involve the payment of a premium over book and market values and, therefore, some dilution of our tangible book value and net income per common share may occur in connection with any future transaction. Failure to successfully integrate the entities we acquire into our existing operations could increase our operating costs significantly and have a material adverse effect on our business, financial condition, and results of operations.


In addition, we face significant competition from other financial services institutions, some of which may have greater financial resources than we do, when considering acquisition opportunities. Accordingly, attractive opportunities may not be available to us and there can be no assurance that we will be successful in identifying or completing future acquisitions.
24



Acquisitions may be delayed, impeded, or prohibited due to regulatory issues.Acquisitions by the Corporation, particularly those of financial institutions, are subject to approval by a variety of federal and state regulatory agencies (collectively, “regulatory approvals”"regulatory approvals"). The process for obtaining these required regulatory approvals has become substantially more difficult in recent years. Regulatory approvals could be delayed, impeded, restrictively conditioned or denied due to existing or new regulatory issues the Corporation has, or may have, with regulatory agencies, including, without limitation, issues related to BSA compliance, Community Reinvestment Act (CRA)CRA issues, fair lending laws, fair housing laws, consumer protection laws, unfair, deceptive, or abusive acts or practices regulations, and other similar laws and regulations. We may fail to pursue, evaluate or complete strategic and competitively significant acquisition opportunities as a result of our inability, or perceived or anticipated inability, to obtain regulatory approvals in a timely manner, under reasonable conditions or at all. The regulatory approvals may contain conditions on the completion of the merger that adversely affect our business following the closing, or which are not anticipated or cannot be met. Difficulties associated with potential acquisitions that may result from these factors could have a material adverse impact on our business, and, in turn, our financial condition and results of operations.
On August 31, 2016, the Bank received a CRA rating from the OCC of “Needs to Improve” for the period 2006-2010. The “Needs to Improve” rating restricts certain of our activities, including certain mergers and acquisitions and the establishment or relocation of Bank branches and certain other facilities.
Consumers may decide not to use banks to complete their financial transactions.    Technology and other changes are allowing parties to complete financial transactions through alternative methods that historically have involved banks. For example, consumers can now maintain funds that would have historically been held as bank deposits in brokerage accounts, mutual funds or general-purpose reloadable prepaid cards. Consumers can also complete transactions, such as paying bills and / or transferring funds directly without the assistance of banks.
The process of eliminating banks as intermediaries, known as “disintermediation,” could result in the loss of fee income, as well as the loss of customer deposits and the related income generated from those deposits. The loss of these revenue streams and the lower cost of deposits as a source of funds could have a material adverse effect on our financial condition and results of operations.
Legal, Regulatory, Compliance and Reputational Risks
We are subject to increasingly extensive government regulation and supervision.We are subject to increasingly extensive federal and applicable state regulation and supervision, primarily through Associated Bank and certain nonbank subsidiaries. Banking regulations are primarily intended to protect depositors’ funds, federal deposit insurance funds, and the banking system as a whole, not shareholders. These regulations affect our lending practices, capital structure, investment practices, dividend policy, and growth, among other things. Congress and federal regulatory agencies continually review banking laws, regulations, and policies for possible changes. Changes to statutes, regulations, or regulatory policies, including changes in interpretation or implementation of statutes, regulations, or policies, could affect us in substantial and unpredictable ways. Such changes could subject us to additional costs, limit the types of financial services and products we may offer, and / or increase the ability of nonbanks to offer competing financial services and products, among other things. Failure to comply with laws, regulations, or policies could result in sanctions by regulatory agencies, civil money penalties, and / or reputation damage, which could have a material adverse effect on our business, financial condition, and results of operations. While we have policies and procedures designed to prevent these types of violations, there can be no assurance that such violations will not occur.
Significantly, the enactment of the Economic Growth Act, and the promulgation of its implementing regulations, repealed or modified several important provisions of the Dodd-Frank Act. Among other things, the Economic Growth Act and its implementing regulations raised the total asset thresholds to $250 billion for Dodd-Frank Act annual company-run stress testing, leverage limits, liquidity requirements, and resolution planning requirements for bank holding companies, subject to the ability of the Federal Reserve to apply such requirements to institutions with assets of $100 billion or more to address financial stability risks or safety and soundness concerns.
Accordingly, the effect of banking legislation and regulations remains uncertain. The implementation, amendment, or repeal of federal banking laws or regulations may affect the banking industry as a whole, including our business and results of operations, in ways that are difficult to predict.
In addition, in September 2016, the CFPB and OCC entered into a consent order with a large national bank alleging widespread improper sales practices, which prompted the federal bank regulatory agencies to conduct a horizontal review of sales practices throughout the banking industry. The elevated attention likely will resulthas resulted in continued


additional regulatory scrutiny and regulation of incentive arrangements, which could adversely impact the delivery of services and increase compliance costs.
Changes in requirements relating to the standard of conduct for broker-dealers under applicable federal and state law may adversely affect our business. In June 2019, pursuant to the Dodd-Frank Act, the SEC adopted Regulation Best Interest, which, among other things, establishes a new standard of conduct for a broker-dealer to act in the best interest of a retail customer when making a recommendation of any securities transaction or investment strategy involving securities to such customer. The new rule requires us to review and possibly modify our compliance activities, including our policies, procedures, and controls, which is causing us to incur some additional costs. In addition, state laws that impose a fiduciary duty also may require monitoring, as well as require that we undertake additional compliance measures. In addition, the Bank's insurance agency subsidiary is also subject to regulation and supervision in the various states in which it operates. Implementation of Regulation Best Interest, as well as any new state laws that impose a fiduciary duty, may negatively impact our results of operation, as well as increase costs associated with legal, compliance, operations, and information technology.
The Consumer Financial Protection Bureau has reshaped the consumer financial laws through rulemaking and enforcement of the prohibitions against unfair, deceptive and abusive business practices. Compliance with any such change may impact the business operations of depository institutions offering consumer financial products or services, including the Bank. The CFPB has broad rulemaking authority to administer and carry out the provisions of the Dodd-Frank Act with respect to financial institutions that offer covered financial products and services to consumers. As an independent bureau within the
25



FRB, the CFPB may impose requirements more severe than the previous bank regulatory agencies. The CFPB has also been directed to write rules identifying practices or acts that are unfair, deceptive or abusive in connection with any transaction with a consumer for a consumer financial product or service, or the offering of a consumer financial product or service. The CFPB has initiated enforcement actions against a variety of bank and non-bank market participants with respect to a number of consumer financial products and services that has resulted in those participants expending significant time, money and resources to adjust to the initiatives being pursued by the CFPB. These enforcement actions may serve as precedent for how the CFPB interprets and enforces consumer protection laws, including practices or acts that are deemed to be unfair, deceptive or abusive, with respect to all supervised institutions, which may result in the imposition of higher standards of compliance with such laws. The concept of what may be considered to be an “abusive”"abusive" practice is relatively new under the law. Moreover, the Bank is subject to supervision and examination by the CFPB for compliance with the CFPB’s regulations and policies. The costs and limitations related to this additional regulatory reporting regimen have yet to be fully determined, although they may be material, and the limitations and restrictions that will be placed upon the Bank with respect to its consumer product offerings and services may produce significant, material effects on the Bank’s (and the Corporation’s) profitability.
We continue to operateunder and meet the commitments described in the U.S. Department of Housing and Urban Development Conciliation Agreement, which remains effective until May 22, 2018. Under the Conciliation Agreement, the Bank made commitments to various requirements, including those related to: (i) general non-discrimination; (ii) training; (iii) future branch locations and loan production offices; and (iv) community investment. Should the Bank breach the terms of the agreement and fail to correct such breaches in a reasonable time, the matter may be referred to the U.S. Attorney General to commence a civil action under the Fair Housing Act, which would impose increased regulatory costs on the Bank.
The CFPB may finalize its proposed arbitration rule, which would likely increase our compliance expenses. In May 2016, the CFPB issued a proposed rule that would prohibit banks from using a pre-dispute arbitration agreement to block consumer class actions in court and would require banks to insert language into their arbitration agreements reflecting this limitation. The proposed rule would also require banks that use pre-dispute arbitration agreements to submit certain records relating to arbitral proceedings to the CFPB. The proposed rule would generally apply to contracts entered into more than 180 days after the effective date of any final rule. If adopted as proposed, this rule could result in increased litigation and defense costs as plaintiff’s class action firms would feel encouraged to seek clients as class representatives for alleged consumer harm that otherwise would have been the subject to the existing arbitration clauses in consumer contracts. This proposed rule, if adopted, and other CFPB regulations likely will continue to increase the Bank’s compliance expenses.
The Bank is periodically examined for mortgage-related issues, including mortgage loan and default services, fair lending, and mortgage banking. Federal and state banking regulators closely examine the mortgage and mortgage servicing activities of depository financial institutions. Should any of these regulators have serious concerns with respect to our mortgage or mortgage servicing activities in this regard, the regulators' response to such concerns could result in material adverse effects on our growth strategy and profitability.
We may experience unanticipated losses as a result of residential mortgage loan repurchase or reimbursement obligations under agreements with secondary market purchasers. We may be required to repurchase residential mortgage loans, or to reimburse the purchaser for losses with respect to residential mortgage loans, which have been sold to secondary market purchasers in the event there are breaches of certain representations and warranties


contained within the sales agreements, such as representations and warranties related to credit information, loan documentation, collateral and insurability. Consequently, we are exposed to credit risk, and potentially funding risk, associated with sold loans. As a result we have established reserves in our consolidated financial statements for potential losses related to the residential mortgage loans we have sold. The adequacy of the reserves and the ultimate amount of losses incurred will depend on, among other things, the actual future mortgage loan performance, the actual level of future repurchase and reimbursement requests, the actual success rate of claimants, actual recoveries on the collateral and macroeconomic conditions. Due to uncertainties relating to these factors, there can be no assurance that the reserves we establish will be adequate or that the total amount of losses incurred will not have a material adverse effect on our financial condition or results of operations.
We are subject to examinations and challenges by tax authorities.We are subject to federal and applicable state income tax regulations. Income tax regulations are often complex and require interpretation. Changes in income tax regulations could negatively impact our results of operations. In the normal course of business, we are routinely subject to examinations and challenges from federal and applicable state tax authorities regarding the amount of taxes due in connection with investments we have made and the businesses in which we have engaged. Recently, federal and state taxing authorities have become increasingly aggressive in challenging tax positions taken by financial institutions. These tax positions may relate to tax compliance, sales and use, franchise, gross receipts, payroll, property and income tax issues, including tax base, apportionment and tax credit planning. The challenges made by tax authorities may result in adjustments to the timing or amount of taxable income or deductions or the allocation of income among tax jurisdictions. If any such challenges are made and are not resolved in our favor, they could have a material adverse effect on our financial condition and results of operations.
We are subject to claims and litigation pertaining to fiduciary responsibility.From time to time, customers make claims and take legal action pertaining to the performance of our fiduciary responsibilities. Whether customer claims and legal action related to the performance of our fiduciary responsibilities are founded or unfounded, if such claims and legal actions are not resolved in a manner favorable to us, they may result in significant financial liability and / or adversely affect the market perception of us and our products and services, as well as impact customer demand for those products and services. Any financial liability or reputation damage could have a material adverse effect on our business, which, in turn, could have a material adverse effect on our financial condition and results of operations.
We are a defendant in a variety of litigation and other actions, which may have a material adverse effect on our financial condition and results of operation.We may be involved from time to time in a variety of litigation arising out of our business. Our insurance may not cover all claims that may be asserted against us, and any claims asserted against us, regardless of merit or eventual outcome, may harm our reputation. Should the ultimate judgments or settlements in any litigation exceed our insurance coverage, they could have a material adverse effect on our financial condition and results of operation for any period. In addition, we may not be able to obtain appropriate types or levels of insurance in the future, nor may we be able to obtain adequate replacement policies with acceptable terms, if at all.
26



The Economic Growth, Regulatory Relief, and Consumer Protection Act enacted in 2018 did not eliminate many of the aspects of the Dodd-Frank Act that have increased our compliance costs, and remains subject to further rulemaking. The Economic Growth Act represents modest reform to the regulation of the financial services industry as well as the broader economy, may be subject to new legislation, regulation, and government policy. At this time, it is difficult to predict the legislative and regulatory changes that will result from the combination of a new Presidentprimarily through certain amendments of the United States and the first year since 2010 in which both HousesDodd-Frank Act. However, many provisions of Congress and the White House have majority memberships from the same political party. In recent years, however, both the new President and senior members of the House of Representatives have advocated for significant reduction of financial services regulation, to include amendments to the Dodd-Frank Act that have increased our compliance costs, such as the Volcker Rule, the Durbin amendment restricting interchange fees, and structural changes to the CFPB. The new Administration and Congress also may cause broader economic changes due to changes in governing ideology and governing style. New appointments to the Board of Governorsadditional supervisory authority of the Federal Reserve could affect monetary policyCFPB, remain in place. Certain of the provisions amended by the Economic Growth Act took effect immediately, while others are subject to ongoing joint agency rulemakings. It is not possible to predict when any final rules would ultimately be issued through any such rulemakings, and interest rates,what the specific content of such rules will be. Although we expect to benefit from many aspects of this legislative reform, the legislation and changes in fiscal policy could affect broader patterns of trade and economic growth. Future legislation, regulation, and government policy could affect the banking industry as a whole, including our business and results of operations, in waysany implementing rules that are difficultultimately issued could have adverse implications on the financial industry, the competitive environment, and our ability to predict.conduct business. In addition, our resultsthe federal banking agencies indicated through interagency guidance that the capital planning and risk management practices of operations also couldinstitutions with total assets less than $100 billion would continue to be adversely affected byreviewed through the regular supervisory process, which may offset the impact of the Economic Growth Acts changes in the way in which existing statutesregarding stress testing and regulations are interpreted or applied by courts and government agencies.risk management.


Negative publicity could damage our reputation.Reputation risk, or the risk to our earnings and capital from negative public opinion, is inherent in our business. Negative public opinion could adversely affect our ability to keep and attract customers and expose us to adverse legal and regulatory consequences. Negative public opinion could result from our actual or alleged conduct in any number of activities, including lending or foreclosure practices, corporate governance, regulatory compliance, mergers and acquisitions, and disclosure, sharing or inadequate protection of customer information, and from actions taken by government regulators and community organizations in response to that conduct. Because we conduct most of our business under the “Associated Bank”"Associated Bank" brand, negative public opinion about one business could affect our other businesses.
Ethics or conflict of interest issues could damage our reputation.We have established a Code of Business Conduct and Ethics and related policies and procedures to address the ethical conduct of business and to avoid potential conflicts of interest. Any system of controls, however well designed and operated, is based, in part, on certain assumptions and can provide only reasonable, not absolute, assurances that the objectives of the system are met. Any failure or circumvention of our related controls and procedures or failure to comply with the established Code of Business Conduct and Ethics and Related Party Transaction Policies and Procedures could have a material adverse effect on our reputation, business, results of operations, and / or financial condition.
Risks Related to an Investment in Our Securities
The price of our securities can be volatile.Price volatility may make it more difficult for you to sell your securities when you want and at prices you find attractive. Our securities prices can fluctuate widely in response to a variety of factors including, among other things:
actual or anticipated variations in quarterly results of operations or financial condition;
operating results and stock price performance of other companies that investors deem comparable to us;
news reports relating to trends, concerns, and other issues in the financial services industry;
perceptions in the marketplace regarding us and / or our competitors;
new technology used or services offered by competitors;
significant acquisitions or business combinations, strategic partnerships, joint ventures, or capital commitments by or involving us or our competitors;
failure to integrate acquisitions or realize anticipated benefits from acquisitions;
changes in government regulations;
changes in international trade policy and any resulting disputes or reprisals;
geopolitical conditions, such as acts or threats of terrorism or military conflicts; and
recommendations by securities analysts.

General market fluctuations, industry factors, and general economic and political conditions and events, such as economic slowdowns or recessions, interest rate changes, or credit loss trends, could also cause our securities prices to decrease regardless of our operating results.
27



There may be future sales or other dilution of our equity, which may adversely affect the market price of our securities. We are not restricted from issuing additional securities, including preferred stock, common stock and securities that are convertible into or exchangeable for, or that represent the right to receive, common stock. The issuance of additional shares of common stock or the issuance of convertible securities would dilute the ownership interest of our existing common shareholders. The market price of our common stock could decline as a result of an equity offering, as well as other sales of a large block of shares of our common stock or similar securities in the market after an equity offering, or the perception that such sales could occur. Both we and our regulators perform a variety of analyses of our assets, including the preparation of stress case scenarios, and as a result of those assessments we could determine, or our regulators could require us, to raise additional capital.
In addition, the exercise of the common stock warrants originally issued to the U.S. Department of the Treasury (the “UST”) under TARP, which have been sold by the UST in a public offering, would dilute the ownership interest of our existing shareholders. These common stock warrants are exercisable at any time, in whole or in part, on or before November 21, 2018, at an exercise price of $19.77 per share (subject to certain anti-dilution adjustments).


See Note 10 Stockholders' Equity of the notes to consolidated financial statements in Part II, Item 8, “Financial Statements and Supplementary Data,” for additional information on these common stock warrants.
We may reduce or eliminate dividends on our common stock.Although we have historically paid a quarterly cash dividend to the holders of our common stock, holders of our common stock are not entitled to receive dividends. Downturns in the domestic and global economies could cause our board of directors to consider, among other things, the elimination of dividends paid on our common stock. This could adversely affect the market price of our common stock. Furthermore, as a bank holding company, our ability to pay dividends is subject to the guidelines of the Federal Reserve regarding capital adequacy and dividends. Dividends also may be limited as a result of safety and soundness considerations.
Common stock is equity and is subordinate to our existing and future indebtedness and preferred stock and effectively subordinated to all the indebtedness and other non-common equity claims against our subsidiaries.Shares of the common stock are equity interests in us and do not constitute indebtedness. As such, shares of the common stock will rank junior to all of our indebtedness and to other non-equity claims against us and our assets available to satisfy claims against us, including our liquidation. Additionally, holders of our common stock are subject to prior dividend and liquidation rights of holders of our outstanding preferred stock. Our board of directors is authorized to issue additional classes or series of preferred stock without any action on the part of the holders of our common stock, and we are permitted to incur additional debt. Upon liquidation, lenders and holders of our debt securities and preferred stock would receive distributions of our available assets prior to holders of our common stock. Furthermore, our right to participate in a distribution of assets upon any of our subsidiaries’ liquidation or reorganization is subject to the prior claims of that subsidiary’s creditors, including holders of any preferred stock of that subsidiary.
Our articles of incorporation, bylaws, and certain banking laws may have an anti-takeover effect.Provisions of our articles of incorporation and bylaws, and federal banking laws, including regulatory approval requirements, could make it more difficult for a third party to acquire us, even if doing so would be perceived to be beneficial to our shareholders. The combination of these provisions may prohibit a non-negotiated merger or other business combination, which, in turn, could adversely affect the market price of our common stock.
An investment in our common stock is not an insured deposit.Our common stock is not a bank deposit and, therefore, is not insured against loss by the FDIC, any other deposit insurance fund, or by any other public or private entity. An investment in our common stock is inherently risky for the reasons described in this “Risk Factors”"Risk Factors" section and elsewhere in this report and is subject to the same market forces that affect the price of common stock in any company. As a result, if you acquire our common stock, you may lose some or all of your investment.
An entity holding as little as a 5% interest in our outstanding common stock could, under certain circumstances, be subject to regulation as a “bank"bank holding company." An entity (including a “group”"group" composed of natural persons) owning or controlling with the power to vote 25% or more of our outstanding common stock, or 5% or more if such holder otherwise exercises a “controlling influence”"controlling influence" over us, may be subject to regulation as a “bank"bank holding company”company" in accordance with the BHC Act. In addition, (1) any bank holding company or foreign bank with a U.S. presence may be required to obtain the approval of the Federal Reserve under the BHC Act to acquire or retain 5% or more of our outstanding common stock, and (2) any person not otherwise defined as a company by the BHC Act and its implementing regulations may be required to obtain the approval of the Federal Reserve under the Change in Bank Control Act to acquire or retain 10% or more of our outstanding common stock. Becoming a bank holding company imposes certain statutory and regulatory restrictions and obligations, such as providing managerial and financial strength for its bank subsidiaries. Regulation as a bank holding company could require the holder to divest all or a portion of the holder’s investment in our common stock or such nonbanking investments that may be deemed impermissible or incompatible with bank holding company status, such as a material investment in a company unrelated to banking.

28





Our ability to originate residential mortgage loans for portfolio has been adversely affected by the increased competition resulting from the unprecedented involvement of the U.S. government and government-sponsored enterprises ("GSEs")GSEs in the residential mortgage market. Over the past several years, we have faced increased competition for residential mortgage loans due to the unprecedented involvement of the GSEs in the mortgage market as a result of the economic crisis, which has caused the interest rate for 30 year fixed ratefixed-rate mortgage loans that conform to GSE guidelines to remain artificially low. In addition, the U.S. Congress has expanded the conforming loan limits in many of our operating markets, allowing larger balance loans to continue to be acquired by the GSEs. However, the new President of the United States and proposed key cabinet nominees have indicated that reforming the GSE system is a priority item on the administration’s regulatory agenda. It is unknown at this time what reforms, if any, will be made, the extent of the future involvement in the residential mortgage market and the impact of any reforms on that market and the United States economy as a whole.


ITEM 1B.UNRESOLVED STAFF COMMENTSUnresolved Staff Comments
None.

ITEM 2.PROPERTIESProperties
The Corporation operated approximately 260279 facilities, including 217248 banking branches at December 31, 2016.2019. Our corporate headquarters is located at 433 Main Street in Green Bay, Wisconsin and is approximately 118,000 square feet. The Corporation owns two dedicated operations centers, located in Green Bay and Stevens Point, Wisconsin, with approximately 91,000 and 96,000 square feet, respectively.   At December 31, 2016, we owned 81% of our total property portfolio, based on rentable square feet. 

In 2016, Associated Bank purchasedThe Corporation also owns a 28 story, 374,000 square foot 28 story office tower located at 111 E. Kilbourn Avenue in Milwaukee, Wisconsin (the(formerly the "Milwaukee Center").  Employees within the Milwaukee market will transition from leased office locations into the owned Milwaukee Center starting and renamed "Associated Bank River Center" in 2017, continuing with subsequent office lease expirations in the market.  Associated Bank also purchasedNovember 2019) and a 95,000 square foot office building inlocated at 6000 Clearwater Drive, Minnetonka, Minnesota. The MinnetonkaBased on rentable square feet, at December 31, 2019, Associated Bank owned 87% of our total property allows the Bank to similarly relocate employees in the Minneapolis metro market from leased office locations into this owned property.  Additionally, the Bank leased loan production offices in CRA locations in Chicago, IL and Milwaukee, WI.portfolio. 
At December 31, 2016,2019, Associated Bank operated 217248 banking branches serving over 100120 different communities withinthroughout Wisconsin, Illinois, Minnesota and Wisconsin. The main office of Associated Bank is at 200 North Adams Street in Green Bay, Wisconsin, and is owned by the Corporation.Minnesota.  Most of the banking locations are freestanding buildings owned by us, with a drive thru and a parking lot; a smaller subset resides in supermarkets and office towers, which are generally leased.  Associated Bank also operated loan production offices in Indiana, Michigan, Missouri, Ohio and Texas. 

ITEM 3.LEGAL PROCEEDINGSLegal Proceedings
The information required by this item is set forth in Part II, Item 8, "FinancialFinancial Statements and Supplementary Data," under Note 16 Commitments, Off-Balance Sheet Arrangements, and Legal Proceedings.


ITEM 4.MINE SAFETY DISCLOSURESMine Safety Disclosures
Not applicable.



INFORMATION ABOUT THEOUR EXECUTIVE OFFICERS
The following is a list of names and ages of executive officers of Associated indicating all positions and offices held by each such person and each such person’s principal occupation(s) or employment during the past five years. Officers are appointed annually by the Board of Directors at the meeting of directors immediately following the annual meeting of shareholders. There are no family relationships among these officers, nor any arrangement or understanding between any officer and any other person pursuant to which the officer was selected. No person other than those listed below has been chosen to become an executive officer of Associated. The information presented below is as of February 6, 2017.11, 2020.
Philip B. Flynn - Age: 5962
Philip B. Flynn has been President and Chief Executive Officer of Associated and Associated Bank and a member of the Board of Directors since December 2009. Prior to joining Associated, he served as Vice Chairman and Chief Operating Officer of Union Bank. During his nearly 30-year career withat Union Bank, he held a broad range of other executive positions, including chief credit officer and head of commercial banking, specialized lending and wholesale banking. He served as a member of Union Bank’s board of directors from 2004 to 2009.
29



Patrick E. Ahern - Age: 53
Patrick E. Ahern has been Executive Vice President and Chief Credit Officer of Associated and Associated Bank since February 2020. He served as Deputy Chief Credit Officer from October 2019 to February 2020. Ahern joined Associated as a Senior Vice President in 2010 to manage the CRE portfolio underwriting and administrative teams, before moving into the role Corporate Senior Credit Officer in 2018. He has more than 30 years of experience in commercial real estate and corporate credit, including experience with LaSalle Bank and Bank of America.
William M. Bohn - Age: 5053
William M. Bohn has been Executive Vice President, Head of Private ClientWealth Management and Institutional Services of Associated and Associated Bank since July 2014. Mr. Bohn also serves as Chairman of the Board of Associated Benefits and Risk Consulting, (“ABRC”) (formerly Associated Financial Group)Whitnell & Co. and Associated Investment Services, Inc., and Chief Executive Officer of Associated Trust Company, N.A. He joined Associated in 1997 and most recently served as President and Chief Executive Officer of ABRC from 2004 to 2015.
Matthew R. Braeger - Age: 44
Matthew R. Braeger has been Executive Vice President and Chief Audit Executive of Associated and Associated Bank since February 2018. He served as Deputy Chief Audit Executive from October 2017 to February 2018. He joined Associated in April 2013 as Senior Vice President, Business Support Audit Director. Previously, he held audit management positions with Fiserv, Inc. and public accounting audit roles with Ernst & Young, LLP. Braeger has more than 19 years of auditing experience, primarily in banking technology and financial services.
Christopher J. Del Moral-Niles - Age: 4649
Christopher J. Del Moral-Niles has been Executive Vice President, Chief Financial Officer of Associated and Associated Bank since March 2012. He joined Associated in July 2010 and previously served as Associated’s Deputy Chief Financial Officer, Principal Accounting Officer, and as Corporate Treasurer. From 2006 to 2010, he held various leadership roles for The First American Corporation and its subsidiaries, including serving as Corporate Treasurer and as divisional President of First American Trust, FSB. From 2003 to 2006, Mr. Niles held various positions with Union Bank, including serving as Senior Vice President and Director of Liability Management. Prior to his time with Union Bank, Mr. Niles spent a decade as a financial services investment banker supporting mergers and acquisitions of financial institutions, bank and thrift capital issuances, and bank funding transactions.
Patrick J. DerpinghausAngie M. DeWitt - Age: 6150
Patrick J. DerpinghausAngie M. DeWitt has been Executive Vice President Chief Audit Executive of Associated and Associated Bank since April 2011. Mr. Derpinghaus has over 33 years of banking experience, serving in various executive finance and audit positions. From March 2008 until March 2011, Mr. Derpinghaus served as Audit Director for U.S. Bank in Minneapolis, Minnesota. Prior to his position at U.S. Bank, Mr. Derpinghaus served as Executive Vice President and Chief Financial Officer of The Bankers Bank in Atlanta, Georgia from October 2005 to December 2007.
Judith M. Docter - Age: 55
Judith M. Docter has been Executive Vice President, Chief Human Resources Officer of Associated and Associated Bank since November 2005. Ms. Docter wasApril 2019. Most recently she served as Deputy Chief Human Resources Officer from October 2018 to April 2019 and Senior Vice President, Director of Organizational Development, forHuman Resources from February 2018 to October 2018. She joined Associated in August 2008 as a member of the finance team and has held multiple leadership roles. Prior to joining Associated, she held a senior finance role at Schneider National, Inc. from MayJanuary 2002 to November 2005. From March 1992 to May 2002, she served as Director of Human Resources for Associated Bank, Fox Valley Region and Wealth Management.


August 2008.
Randall J. Erickson - Age: 5760
Randall J. Erickson has been Executive Vice President, General Counsel and Corporate Secretary of Associated and Associated Bank since April 2012, and was Chief Risk Officer sincefrom May 2016.2016 to February 2018. Prior to joining Associated, he served as senior vice president, chief administrative officer and general counsel of Milwaukee-based bank holding company Marshall & Ilsley Corporation ("M&I") from 2002 until it was acquired by BMO Financial in 2011. Upon leaving M&I, he became a member of Milwaukee law firm Godfrey & Kahn S.C.’s securities practice group. He had been a partner at Godfrey & Kahn S.C. from 1990 to 2002 prior to joining M&I as its general counsel. Mr. Erickson served as a director of Renaissance Learning, Inc., a publicly-held educational software company, from 2009 until it was acquired by Permira Funds in 2011.
Breck HansonNicole M. Kitowski - Age: 6844
Breck Hanson has been Vice Chairman of Associated Bank since January 2016. He was previously the Executive Vice President, Head of Commercial Real Estate and Chicago Market President, of Associated and Associated Bank from October 2010 to January 2016. He is also a director of Associated Banc-Corp Foundation. He has more than 35 years of banking experience, including over 30 years of leadership responsibility within the CRE segment. Most recently, he was Executive Vice President, Commercial Real Estate with Bank of America. He spent over two decades in CRE leadership roles with LaSalle Bank prior to its merger with Bank of America.
Scott S. Hickey - Age: 61
Scott S. HickeyNicole M. Kitowski has been Executive Vice President and Chief CreditRisk Officer of Associated and Associated Bank since October 2008. HeFebruary 2018. She joined Associated in 1992 and has held various positions with U.S. Bankleadership roles in Consumer Banking, Operations and Technology, and Corporate Risk, including Deputy Chief Risk Officer from 1985March 2016 to 2008, including Chief ApprovalFebruary 2018 and Corporate BSA, AML, OFAC Officer of U.S. Bank from 2002June 2014 to 2008.March 2016.

30



Timothy J. Lau - Age: 5457

Timothy J. Lau has been Executive Vice President, Head of Community Markets of Associated and Associated Bank since June 2014. Mr. Lau previously served as Executive Vice President, Head of Private Client and Institutional Services from December 2010. He is also a director of Associated Banc-Corp Foundation, Associated Investment Services, Inc. and ABRC.2010 to June 2014. He joined Associated in 1989 and has held a number of senior management positions in Consumer and Small Business Banking, Residential Lending, and Commercial Banking.
James S. Payne
Michael O. Meinolf - Age: 6345
James S. Payne
Michael O. Meinolf has been Executive Vice President and Chief Information and Operations Officer of Associated and Associated Bank since January 2017. He is responsible for the overall direction, leadership and results of the Corporation’s information technology systems and strategies, as well as key operational activities.September 2018. He joined Associated in April 2015 and most recently served as ExecutiveSenior Vice President, Deputy Chief Information and Operations Officer. He bringsDirector of Business Solutions. Mr. Meinolf has more than 3020 years of operations andinformation technology experience to Associated Bank.experience. Previously, he held the positionpositions of Chief Technology Officer at Huntington National Bank in Columbus, Ohio from 2010 to 2015. Before that, he held executive technology management positions at Bank of America and JPMorgan Chase & Co.
Christopher C. Piotrowski - Age: 42
Christopher C. Piotrowski has been Executive Vice President, and Chief Marketing Officer of Associated and Associated Bank since December 2014. He leads strategic initiatives in marketing and brand management and is accountable for Associated’s corporate communications and corporate social responsibility efforts. PriorTechnology Administration at The Clearing House Payments Company, LLC from February 2012 to joining Associated, he was a SeniorApril 2015 and Director of MarketingInformation Technology, PayDirect Government Solutions at S.C. Johnson & Son, Inc.FIS from August2009 to December 2014.


February2012.
Paul G. Schmidt - Age: 5457
Paul G. Schmidt has been Executive Vice President, Head of Commercial Real Estate of Associated and Associated Bank since January 2016. He joined Associated in April 2015 as Executive Vice President of Commercial Real Estate andEstate. He was named Deputy Head of Commercial Real Estate in September 2015. Mr. Schmidt brings more than 3132 years of banking experience to Associated. Most recently, he held the position of Executive Vice President, Division Manager, Commercial Real Estate at Wells Fargo from 2002 to 2015.
James K. Simons - Age: 60
James K. Simons has been Executive Vice President, Deputy Chief Credit Officer of Associated and Associated Bank since September 2016. He is responsible for the leadership and strategic execution of credit policy, reserve methodology, underwriting standards, loan quality, and overall credit administration. He brings more than 35 years of banking experience to Associated. Previously, he held the position of Chief Credit Officer for the Energy, Power, Technology, Real Estate, Private Banking, Middle Market and SBA business lines with CIT from August 2015 to July 2016. Prior to that, he was Chief Approval Officer at OneWest Bank, N.A. from March 2011 until they were acquired by CIT Group Inc. in August 2015. He also served in executive roles with Guaranty Bancorp and U.S. Bank.
David L. Stein - Age: 5356
David L. Stein has been Executive Vice President, Head of Consumer and Business Banking of Associated and Associated Bank since January 2017.2017 and was named Madison Market President in January 2019. He was previously Executive Vice President, Head of Consumer and Commercial Banking from April 2014 until January 2017 and Executive Vice President, Head of Retail Banking from June 2007 until April 2014. He is a director of Associated Investment Services, Inc., ABRC, and Associated Banc-Corp Foundation. He was the President of the Southwest Region of Associated Bank from January 2005 until June 2007. He held various positions with JPJ.P. Morgan Chase & Co., and one of its predecessors, Bank One Corporation, from 1989 until joining Associated in 2005.
John A. Utz - Age: 4851
John A. Utz has been Executive Vice President, Head of Corporate Banking and Milwaukee Market President of Associated and Associated Bank since September 2015. He joined Associated in March 2010 with upwards of 20 years of banking experience, having previously served as President of Union Bank’s UnionBanCal Equities and head of its Capital Markets division from September 2007 to March 2010, and as head of the National Banking and Asset Management teams from October 2002 to September 2007.
James Yee - Age: 64
James Yee has been Executive Vice President of Associated and Associated Bank since May 2012. He was previously the Executive Vice President, Chief Information and Operations Officer, of Associated and Associated Bank from May 2012 to January 2017. Prior to joining Associated, he was a Senior Executive Vice President and Chief Information Officer at Union Bank, in San Francisco, California. His experience also includes serving as Chief Information Officer of Banc of America Securities and Stanford University Medical Center.
31






PART II

ITEM 5.MARKET FOR REGISTRANT’S COMMON EQUITY, RELATED STOCKHOLDER MATTERS AND ISSUER PURCHASES OF EQUITY SECURITIESMarket for Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
Information in response to this item is incorporated by reference to the discussion of dividend restrictions under Part I, Item 1, "BusinessBusiness - Holding Company Dividends," and in Note 10 Stockholders' Equity of the notes to consolidated financial statements included under Part II, Item 8, "FinancialFinancial Statements and Supplementary Data," of this report.Annual Report on Form 10-K. The Corporation’s common stock is traded on the New York Stock ExchangeNYSE under the symbol ASB.
The number of shareholders of record of the Corporation’s common stock, $0.01 par value, as of February 1, 2017,January 31, 2020, was approximately 8,700.8,304. Certain of the Corporation’s shares are held in “nominee” or “street” name and the number of beneficial owners of such shares is approximately 17,300.22,788.
Payment of future dividends is within the discretion of the Board of Directors and will depend, among other factors, on earnings, capital requirements, and the operating and financial condition of the Corporation. The Board of Directors makes the dividend determination on a quarterly basis.
The aggregate amount of the quarterly dividends was $0.45 per common share for 2016 and $0.41 per common share for 2015.
Other than 42,755Corporation repurchased $48 million, or approximately 2.3 million shares, of common stock repurchased to satisfy minimum tax withholding on settlements of equity compensation awards, the Corporation did not make any common stock or depositary share purchases during the fourth quarter of 2016.2019. The repurchase details are presented in the table below. For a detailed discussion of the common stock and depositary share purchases during 20162019 and 2015,2018, see section “Capital” included under Part II, Item 7, “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” of this document and Part II, Item 8, Note 10 Stockholders' Equity of the notes to consolidated financial statements.
Market InformationCommon Stock Purchases
The following represents selected market information
Total Number  of
Shares Purchased(a)
Average Price
Paid per Share
Total Number of
Shares Purchased as
Part of Publicly
Announced Plans
or Programs
Maximum Number of
Shares that May Yet
Be Purchased Under
the Plans
or Programs(b)
Period
October 1, 2019 - October 31, 2019556,371  $20.22  556,371  —  
November 1, 2019 - November 30, 20191,450,000  21.57  1,450,000  —  
December 1, 2019 - December 31, 2019249,923  21.43  249,923  —  
Total2,256,294  $21.22  2,256,294  8,341,932  
(a) During the fourth quarter of 2019, the Corporation repurchased 4,806 shares of common stock to satisfy minimum tax withholding on settlements of equity compensation awards. These purchases do not count against the maximum number of shares that may yet be purchased under the Board of Directors’ authorization.
(b) On December 10, 2019, the Board of Directors authorized the repurchase of up to $150 million of the Corporation’sCorporation's common stock. The repurchase authorization was in addition to the previous authorized repurchases. At December 31, 2019, there remained approximately $184 million authorized to be repurchased in the aggregate. Approximately 8.3 million shares of common stock for 2016 and 2015.remained available to be repurchased under this Board authorization given the closing share price on December 31, 2019.


32

     
Market Price Range
Closing Sales Prices
 Dividends Paid Book Value High Low Close
2016         
4th Quarter$0.12
 $19.27
 $25.15
 $19.05
 $24.70
3rd Quarter0.11
 19.42
 19.91
 16.49
 19.59
2nd Quarter0.11
 19.27
 18.84
 15.84
 17.15
1st Quarter0.11
 18.96
 18.79
 15.48
 17.94
2015         
4th Quarter$0.11
 $18.62
 $20.61
 $17.98
 $18.75
3rd Quarter0.10
 18.77
 20.55
 17.17
 17.97
2nd Quarter0.10
 18.44
 20.84
 18.50
 20.27
1st Quarter0.10
 18.38
 19.07
 16.62
 18.60




Total Shareholder Return Performance Graph
Set forth below is a line graph (and the underlying data points) comparing the yearly percentage change in the cumulative total shareholder return (change in year-end stock price plus reinvested dividends) on the Corporation’s common stock with the cumulative total return of the S&P 500 Index and the S&P 400 Regional Banks Sub-Industry Index for the period of five fiscal years commencing on January 1, 2012,2015 and ending December 31, 2016.2019. The S&P 400 Regional Banks Sub-Industry Index is comprised of stocks on the S&P Total Market Index that are classified in the regional banks sub-industry. The graph assumes that the valuerespective values of the investment in the Corporation’s common stock and in each index waswere $100 on December 31, 2011.2014. Historical stock price performance shown on the graph is not necessarily indicative of the future price performance.
5 Year Trend
asb-20191231_g1.jpg
201420152016201720182019
Associated Banc-Corp$100.0  $102.8  $137.9  $144.7  $116.2  $133.5  
S&P 500 Index$100.0  $101.4  $113.3  $137.8  $131.9  $173.1  
S&P 400 Regional Banks Sub-Industry Index$100.0  $106.6  $141.0  $148.1  $117.1  $145.6  
Source: Bloomberg201120122013201420152016
Associated Banc-Corp$100.0
$119.6
$161.9
$177.0
$182.0
$245.4
S&P 500 Index$100.0
$116.0
$153.5
$174.5
$176.9
$198.0
S&P 400 Regional Banks Sub-Industry Index$100.0
$108.5
$158.0
$159.8
$170.3
$226.5
Source: Bloomberg
The Total Shareholder Return Performance Graph shall not be deemed incorporated by reference by any general statement incorporating by reference this Annual Report on Form 10-K into any filing under the Securities Act or under the Exchange Act, except to the extent the Corporation specifically incorporates this information by reference, and shall not otherwise be deemed filed under such Acts.



33



ITEM 6.    SELECTED FINANCIAL DATASelected Financial Data
TABLETable 1 Summary Results of Operations: Trends
Years Ended December 31,
($ in Thousands, except per share data)20192018201720162015
Interest income$1,172,610  $1,154,137  $886,605  $791,568  $753,662  
Interest expense336,936  274,557  145,385  84,295  77,384  
Net interest income835,674  879,580  741,220  707,273  676,278  
Provision for credit losses16,000  —  26,000  70,000  37,500  
Net interest income after provision for credit losses819,674  879,580  715,220  637,273  638,778  
Noninterest income380,824  355,568  332,680  352,883  329,357  
Noninterest expense793,988  821,799  709,133  702,560  698,347  
Income before income taxes406,509  413,349  338,767  287,596  269,788  
Income tax expense79,720  79,786  109,503  87,322  81,487  
Net income326,790  333,562  229,264  200,274  188,301  
Preferred stock dividends15,202  10,784  9,347  8,903  7,155  
Net income available to common equity$311,587  $322,779  $219,917  $191,371  $181,146  
Earnings per common share
Basic$1.93  $1.92  $1.45  $1.27  $1.20  
Diluted1.91  1.89  1.42  1.26  1.19  
Cash dividends per common share0.69  0.62  0.50  0.45  0.41  
Weighted average common shares outstanding
Basic160,534  167,345  150,877  148,769  149,350  
Diluted161,932  169,732  153,647  149,961  150,603  
Selected Financial Data
Year-End Balances
Loans$22,821,440  $22,940,429  $20,784,991  $20,054,716  $18,714,343  
Allowance for loan losses201,371  238,023  265,880  278,335  274,264  
Investment securities5,482,759  6,689,021  6,326,299  5,953,762  6,135,644  
Total assets(a)
32,386,478  33,615,122  30,443,626  29,139,315  27,711,835  
Deposits23,779,064  24,897,393  22,785,962  21,888,448  21,007,665  
Short- and long-term funding, and FHLB advances4,195,423  4,527,056  4,073,732  3,853,830  3,510,580  
Stockholders’ equity3,922,124  3,780,888  3,237,443  3,091,312  2,937,246  
Book value per common share23.32  21.43  20.13  19.27  18.62  
Tangible book value per common share15.28  13.86  13.65  12.78  12.10  
Average Balances
Loans$23,122,797  $22,718,297  $20,592,383  $19,650,667  $18,252,264  
Investment securities6,194,465  6,912,921  6,028,262  6,048,563  5,912,849  
Earning assets29,820,829  30,049,793  26,999,884  26,026,661  24,571,087  
Total assets(a)
33,046,604  33,007,859  29,467,324  28,506,112  27,019,216  
Deposits24,735,608  24,072,049  21,923,602  21,005,772  19,903,087  
Interest-bearing liabilities23,535,115  23,699,823  21,045,399  20,122,402  19,330,847  
Stockholders’ equity3,871,869  3,692,433  3,172,634  3,022,962  2,895,158  
Risk-based Capital(a)(b)
Total risk-weighted assets$24,296,382  $23,842,542  $21,504,495  $21,340,951  $19,929,963  
Common equity Tier 12,480,698  2,449,721  2,171,508  2,032,587  1,897,944  
Common equity Tier 1 capital ratio10.21 %10.27 %10.10 %9.52 %9.52 %
Return on average common equity Tier 112.59 %13.15 %10.43 %9.86 %9.88 %
(a) During the third quarter of 2019, the Corporation made a change in accounting policy to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The change had no impact on either earnings or equity. The Corporation believes that this change is a preferable method of accounting as it provides a better reflection of the assets and liabilities on the face of the consolidated balance sheets. Adoption of this change was voluntary and has been adopted retrospectively. 2019, 2018, and 2017 total assets, average total assets, total risk-weighted assets, and capital ratios were restated for comparability. 2016 and 2015 total assets, average total assets, risk-weighted assets, and capital ratios were not restated.
(b) The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation. The regulatory capital requirements effective for the Corporation follow Basel III, subject to certain transition provisions. These regulatory capital measurements are used by management, regulators, investors, and analysts to assess, monitor and compare the quality and composition of our capital with the capital of other financial services companies. See Table 26 for a reconciliation of average common equity Tier 1.

34

 Years Ended December 31,
 2016 2015 2014 2013 2012
 (In thousands, except per share data)
Interest income$791,568
 $753,662
 $736,745
 $708,983
 $718,284
Interest expense84,295
 77,384
 55,778
 63,440
 92,292
Net interest income707,273
 676,278
 680,967
 645,543
 625,992
Provision for credit losses70,000
 37,500
 16,000
 10,100
 10,100
Net interest income after provision for credit losses637,273
 638,778
 664,967
 635,443
 615,892
Noninterest income352,883
 329,357
 290,861
 315,957
 323,419
Noninterest expense702,560
 698,347
 679,783
 683,507
 684,852
Income before income taxes287,596
 269,788
 276,045
 267,893
 254,459
Income tax expense87,322
 81,487
 85,536
 79,201
 75,486
Net income200,274
 188,301
 190,509
 188,692
 178,973
Preferred stock dividends8,903
 7,155
 5,002
 5,158
 5,200
Net income available to common equity$191,371
 $181,146
 $185,507
 $183,534
 $173,773
Earnings per common share:         
Basic$1.27
 $1.20
 $1.17
 $1.10
 $1.00
Diluted1.26
 1.19
 1.16
 1.10
 1.00
Cash dividends per common share0.45
 0.41
 0.37
 0.33
 0.23
Weighted average common shares outstanding:         
Basic148,769
 149,350
 157,286
 165,584
 172,255
Diluted149,961
 150,603
 158,254
 165,802
 172,357
SELECTED FINANCIAL DATA         
Year-End Balances         
Loans$20,054,716
 $18,714,343
 $17,593,846
 $15,896,261
 $15,411,022
Allowance for loan losses278,335
 274,264
 266,302
 268,315
 297,409
Investment securities5,953,762
 6,135,644
 5,801,267
 5,425,795
 4,966,635
Total assets29,139,315
 27,711,835
 26,817,423
 24,225,426
 23,485,147
Deposits21,888,448
 21,007,665
 18,763,504
 17,267,167
 16,939,865
Short and long-term funding3,853,830
 3,510,580
 4,994,054
 3,826,699
 3,339,697
Stockholders’ equity3,091,312
 2,937,246
 2,800,251
 2,891,290
 2,936,399
Book value per common share19.27
 18.62
 18.32
 17.40
 16.97
Tangible book value per common share12.78
 12.10
 12.06
 11.62
 11.39
Average Balances         
Loans$19,650,667
 $18,252,264
 $16,838,994
 $15,663,145
 $14,741,785
Investment securities6,048,563
 5,912,849
 5,594,232
 4,995,331
 4,469,541
Earning assets26,026,661
 24,571,087
 22,760,128
 20,980,128
 19,613,777
Total assets28,506,112
 27,019,216
 25,109,997
 23,303,644
 21,970,515
Deposits21,005,772
 19,903,087
 17,647,084
 17,438,195
 15,582,369
Interest-bearing liabilities20,122,402
 19,330,847
 17,824,786
 15,962,533
 14,899,893
Stockholders’ equity3,022,962
 2,895,158
 2,871,932
 2,892,312
 2,948,988
Risk-based Capital(1)
         
Total risk-weighted assets$21,340,951
 $19,929,963
 $18,567,646
 $16,694,148
 $16,149,038
Common equity Tier 12,032,587
 1,897,944
 1,808,332
 1,913,320
 1,875,534
Common equity Tier 1 capital ratio9.52% 9.52% 9.74% 11.46% 11.61%
Return on average common equity Tier 19.86% 9.88% 9.92% 9.77% 9.45%
(1) The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation. Prior to 2015, the regulatory capital requirements effective for the Corporation followed the Capital Accord of the Basel Committee on Banking Supervision ("Basel I"). Beginning January 1, 2015, the regulatory capital requirements effective for the Corporation follow Basel III, subject to certain transition provisions. These regulatory capital measurements are used by management, regulators, investors, and analysts to assess, monitor and compare the quality and composition of our capital with the capital of other financial services companies. See Table 25 for a reconciliation of common equity Tier 1 and average common equity Tier 1.




ITEM 7.MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONSManagement's Discussion and Analysis of Financial Condition and Results of Operations
The following discussion is management’s analysis to assist in the understanding and evaluation of the consolidated financial condition and results of operations of the Corporation. It should be read in conjunction with the consolidated financial statements and footnotes and the selected financial data presented elsewhere in this report.
During 2016, Within the Corporation modifiedtables presented, certain columns and rows may not sum due to the consolidated statementsuse of income from prior periods’ presentation to conform with the current period presentation. Specifically, OREO gains / losses were reclassified from Asset gains (losses), net to Foreclosure / OREO expense, net; loan syndications were reclassified from Card-based and other nondeposit fees to Capital market fees, net; and bond underwriting was reclassified from Other noninterest income to Capital market fees, net. In addition, the Corporation combined the lease financing portfolio with the commercial and industrial portfoliorounded numbers for disclosure purposes. All prior periods have been reclassified to reflect these immaterial reclassifications.
During the first quarter of 2016, the Corporation adopted a new accounting standard related to simplifying the presentation of debt issuance costs. Under this new accounting standard, debt issuance costs are still capitalized; however, they are reflected on the balance sheet with the related debt issued rather than within other assets. All prior period balance sheets were required to be restated to reflect this change in presentation. See Note 1 Summary of Significant Accounting Policies for additional information on new accounting standards adopted during 2016.
The detailed financial discussion that follows focuses on 20162019 results compared to 2015. Discussion2018. For a discussion of 20152018 results compared to 2014 is predominantly in section “2015 Compared to 2014.”2017 see the Corporation's Annual Report on Form 10-K for the year ended December 31, 2018.
Overview
The Corporation is a bank holding company headquartered in Wisconsin, providing a broad array of banking and nonbanking products and services to businesses and consumers primarily within our three-state footprint. The Corporation’s primary sources of revenue, through the Bank, are net interest income (predominantly from loans and investment securities), and noninterest income principally(principally fees and other revenue from financial services provided to customers or ancillary services tied to loans and deposits.deposits).

Performance Summary and 20172020 Outlook
Diluted earnings per common share of $1.26$1.91 in 2019 increased $0.07,$0.02, or 6%1%, from 2015.2018.
Average loans of $19.7$23.1 billion grew $1.4 billion,for 2019 increased $405 million, or 8%2%, from a year ago. Average deposits of $21.0$24.7 billion grew $1.1 billion,for 2019 increased $664 million, or 6%3%, from a year ago.ago, driven by the Huntington branch acquisition. For 2017,2020, the Corporation expects mid-to-high single digit2%-4% annual average loan growth and to maintain the loan to deposit ratio under 100%.growth.
Net interest income of $707$836 million increased $31in 2019 decreased $44 million, or 5%, from 2015.2018. Net interest margin of 2.80% declined2.86% in 2019 decreased 11 bp from 2.84%2.97% in 2015. For 2017,2018. The decrease was driven primarily by lower prepayments and accretion related to the Bank Mutual acquisition in 2018. The decrease was additionally driven by compression in LIBOR rates outpacing reductions in funding costs resulting from Federal Reserve rate cuts. The Corporation expects a stable to improving2020 net interest margin trend,to be between 2.80% and 2.85%, assuming additional Federal Reserve action to raisea stable interest rates.rate environment.
Provision for credit losses of $70was $16 million increased $33 million from 2015.in 2019, compared to zero in 2018. For 2017,2020, the Corporation expects the provision for credit losses to adjust with changes to risk grade, other indications of credit quality, and loan volume. On January 1, 2020, the Corporation adopted ASU 2016-13 (CECL). The initial CECL impact is expected to result in a $70 million to $80 million after-tax charge and a corresponding 21 bp to 24 bp decrease in the tangible common equity ratio. See Note 1 Summary of Significant Accounting Policies of the notes to consolidated financial statements for additional information on the Corporation's impact of adoption.
Noninterest income of $353$381 million in 2019 increased $24$25 million, or 7%, from 2015.2018. For 2017,2020, the Corporation expects improving fee-basedto earn between $375 million and capital market revenues, declining mortgage banking income, and increasing tax credit investment activity.$385 million of noninterest income.
Noninterest expenses of $703$794 million increased $4in 2019 decreased $28 million, or 1%3%, from 2015.2018, primarily due to a $22 million decrease in acquisition related costs. For 2017,2020, the Corporation expects noninterest expense towill be approximately 1% higher than 2016between $790 million and continued improvement to the efficiency ratio.

$795 million.

INCOME STATEMENT ANALYSIS
35



Income Statement Analysis
Net Interest Income
Table 2 Average BalancesNet Interest Income Analysis
Years Ended December 31,
201920182017
 ($ in Thousands)Average
Balance
Interest
Income /
Expense
Average
Yield /
Rate
Average
Balance
Interest
Income /
Expense
Average
Yield /
Rate
Average
Balance
Interest
Income /
Expense
Average
Yield /
Rate
Assets
Earning assets
Loans(a)(b)(c)
Commercial and business lending$8,426,774  $385,072  4.57 %$7,744,640  $349,266  4.51 %$7,254,613  $265,796  3.66 %
Commercial real estate lending5,150,464  255,582  4.96 %5,433,361  273,937  5.04 %4,952,605  192,838  3.89 %
Total commercial13,577,238  640,655  4.72 %13,178,001  623,203  4.73 %12,207,218  458,634  3.76 %
Residential mortgage8,311,914  282,134  3.39 %8,289,432  281,814  3.40 %7,105,486  229,210  3.23 %
Retail1,233,646  76,939  6.24 %1,250,863  73,605  5.88 %1,279,679  64,892  5.07 %
Total loans23,122,797  999,727  4.32 %22,718,297  978,622  4.31 %20,592,383  752,736  3.66 %
Investment securities
Taxable4,284,991  100,304  2.34 %5,366,825  119,741  2.23 %4,861,597  96,909  1.99 %
Tax-exempt(a)
1,909,474  71,956  3.77 %1,546,096  56,426  3.65 %1,166,665  50,455  4.32 %
Other short-term investments503,566  16,643  3.30 %418,576  12,623  3.02 %379,239  7,719  2.04 %
Investments and other6,698,032  188,903  2.82 %7,331,497  188,790  2.58 %6,407,501  155,083  2.42 %
Total earning assets$29,820,829  $1,188,630  3.99 %$30,049,793  $1,167,412  3.88 %$26,999,884  $907,819  3.36 %
Other assets, net(d)
3,225,775  2,958,066  2,467,441  
Total assets$33,046,604  $33,007,859  $29,467,324  
Liabilities and stockholders' equity
Interest-bearing liabilities
Interest-bearing deposits
Savings$2,439,872  $7,086  0.29 %$1,878,960  $1,435  0.08 %$1,527,161  $816  0.05 %
Interest-bearing demand5,080,857  56,742  1.12 %4,767,873  44,911  0.94 %3,953,014  20,344  0.51 %
Money market7,005,265  74,467  1.06 %7,260,692  54,573  0.75 %6,321,603  22,991  0.36 %
Network transaction deposits1,860,951  42,523  2.29 %2,095,715  39,251  1.87 %3,145,554  31,455  1.00 %
Time deposits3,129,142  56,468  1.80 %2,831,229  35,948  1.27 %1,979,709  18,419  0.93 %
Total interest-bearing deposits19,516,088  237,286  1.22 %18,834,469  176,118  0.94 %16,927,041  94,025  0.56 %
Federal funds purchased and securities sold under agreements to repurchase137,679  1,579  1.15 %224,967  2,006  0.89 %415,086  2,527  0.61 %
Commercial paper32,123  149  0.46 %56,076  186  0.33 %91,797  293  0.32 %
FHLB advances3,106,279  69,816  2.25 %3,971,797  73,668  1.85 %3,114,545  30,364  0.97 %
Long-term funding742,946  28,106  3.78 %612,513  22,579  3.69 %496,930  18,176  3.66 %
Total short and long-term funding4,019,027  99,651  2.48 %4,865,353  98,439  2.02 %4,118,358  51,360  1.25 %
Total interest-bearing liabilities$23,535,115  $336,936  1.43 %$23,699,823  $274,557  1.16 %$21,045,399  $145,385  0.69 %
Noninterest-bearing demand deposits5,219,520  5,237,580  4,996,561  
Other liabilities(d)
420,100  378,024  252,731  
Stockholders’ equity3,871,869  3,692,433  3,172,634  
Total liabilities and stockholders’ equity$33,046,604  $33,007,859  $29,467,324  
Interest rate spread2.56 %2.72 %2.67 %
Net free funds0.30 %0.25 %0.15 %
Fully tax-equivalent net interest income and net interest margin$851,693  2.86 %$892,855  2.97 %$762,434  2.82 %
Fully tax-equivalent adjustment$16,020  $13,275  $21,214  
Net interest income$835,674  $879,580  $741,220  
(a) Beginning in 2018, the yield on tax-exempt loans and Interest Rates (interest and ratessecurities is computed on a fully tax-equivalent basis)basis using a tax rate of 21% and is net of the effects of certain disallowed interest deductions. Prior to 2018, the yield on tax-exempt loans and securities was computed on a fully tax-equivalent basis using a tax rate of 35% and was net of the effects of certain disallowed interest deductions.
(b) Nonaccrual loans and loans held for sale have been included in the average balances.
(c) Interest income includes amortization of net deferred loan origination costs and net accreted purchase loan discount.
(d) During the third quarter of 2019, the Corporation made a change in accounting policy to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. Adoption of this change was voluntary and has been adopted retrospectively with all prior periods presented herein revised.



36

 Years Ended December 31,
 201620152014
 
Average
Balance
Interest
Income /
Expense
Average
Yield /
Rate
Average
Balance
Interest
Income /
Expense
Average
Yield /
Rate
Average
Balance
Interest
Income /
Expense
Average
Yield /
Rate
 ($ in Thousands)
ASSETS         
Earning assets:         
Loans:(1)(2)(3)
         
Commercial and business lending$7,395,524
$238,921
3.23%$7,035,449
$223,639
3.18%$6,495,338
$219,386
3.38%
Commercial real estate lending4,724,412
163,421
3.46%4,222,218
146,372
3.47%3,990,675
146,802
3.68%
Total commercial12,119,936
402,342
3.32%11,257,667
370,011
3.29%10,486,013
366,188
3.49%
Residential mortgage6,156,524
194,941
3.17%5,538,690
182,228
3.29%4,864,054
168,830
3.47%
Retail1,374,207
66,053
4.81%1,455,907
67,524
4.64%1,488,927
67,382
4.53%
Total loans19,650,667
663,336
3.38%18,252,264
619,763
3.40%16,838,994
602,400
3.58%
Investment securities:         
Taxable4,955,980
95,152
1.92%4,936,065
100,292
2.03%4,726,511
102,464
2.17%
Tax-exempt(1)
1,092,583
49,036
4.49%976,784
47,663
4.88%867,721
44,467
5.12%
Other short-term investments327,431
4,829
1.48%405,974
6,591
1.62%326,902
6,635
2.03%
Investments and other6,375,994
149,017
2.34%6,318,823
154,546
2.45%5,921,134
153,566
2.59%
Total earning assets$26,026,661
$812,353
3.12%$24,571,087
$774,309
3.15%$22,760,128
$755,966
3.32%
Other assets, net2,479,451
  2,448,129
  2,349,869
  
Total assets$28,506,112
  $27,019,216
  $25,109,997
  
LIABILITIES AND STOCKHOLDERS’ EQUITY         
Interest-bearing liabilities:

       
Interest-bearing deposits

        
Savings$1,428,292
$860
0.06%$1,336,755
$1,000
0.07%$1,249,452
$968
0.08%
Interest-bearing demand3,790,185
10,361
0.27%3,201,085
4,266
0.13%2,983,747
4,124
0.14%
Money market9,127,940
26,978
0.30%9,210,179
16,574
0.18%7,614,042
12,452
0.16%
Time deposits1,553,069
12,136
0.78%1,613,547
11,285
0.70%1,587,641
8,750
0.55%
Total interest-bearing deposits15,899,486
50,335
0.32%15,361,566
33,125
0.22%13,434,882
26,294
0.20%
Federal funds purchased and securities sold under agreements to repurchase609,807
1,314
0.22%625,736
943
0.15%795,257
1,219
0.15%
Other short-term funding699,358
2,114
0.30%220,321
465
0.21%573,460
785
0.14%
Total short-term funding1,309,165
3,428
0.26%846,057
1,408
0.17%1,368,717
2,004
0.15%
Long-term funding2,913,751
30,532
1.05%3,123,224
42,851
1.37%3,021,187
27,480
0.91%
Total short and long-term funding4,222,916
33,960
0.80%3,969,281
44,259
1.12%4,389,904
29,484
0.67%
Total interest-bearing liabilities$20,122,402
$84,295
0.42%$19,330,847
$77,384
0.40%$17,824,786
$55,778
0.31%
Noninterest-bearing demand deposits5,106,286
  4,541,521
  4,212,202
  
Other liabilities254,462
  251,690
  201,077
  
Stockholders’ equity3,022,962
  2,895,158
  2,871,932
  
Total liabilities and stockholders’ equity$28,506,112
  $27,019,216
  $25,109,997
  
Interest rate spread  2.70%  2.75%  3.01%
Net free funds   0.10%  0.09%  0.07%
Fully tax-equivalent net interest income and net interest margin $728,058
2.80% $696,925
2.84% $700,188
3.08%
Fully tax-equivalent adjustment $20,785
  $20,647
  $19,221
 
Net interest income $707,273
  $676,278
  $680,967
 
(1)The yield on tax-exempt loans and securities is computed on a fully tax-equivalent basis using a tax rate of 35% for all periods presented and is net of the effects of certain disallowed interest deductions.
(2)Nonaccrual loans and loans held for sale have been included in the average balances.
(3)Interest income includes net loan fees.





Net interest income is the primary source of the Corporation’s revenue. Net interest income is the difference between interest income on interest-earning assets, such as loans and investment securities, and the interest expense on interest-bearing deposits and other borrowings used to fund interest-earning and other assets or activities. Net interest income is affected by the amount and composition of earning assets and interest-bearing liabilities, as well as the sensitivity of the balance sheet to changes in interest rates, including characteristics such as the fixed or variable nature of the financial instruments, contractual maturities, re-pricing frequencies, loan prepayment behavior, and the use of interest rate derivative financial instruments.

Interest rate spread and net interest margin are utilized to measure and explain changes in net interest income. Interest rate spread is the difference between the yield on earning assets and the rate paid on interest-bearing liabilities that fund those assets. The net interest margin is expressed as the percentage of net interest income to average earning assets. The net interest margin exceeds the interest rate spread because noninterest-bearing sources of funds (“net free funds”),funds, principally noninterest-bearing demand deposits and stockholders’ equity, also support earning assets. To compare tax-exempt asset yields to taxable yields, the yield on tax-exempt loans and investment securities is computed on a fully tax-equivalent basis. Net interest income, interest rate spread, and net interest margin are discussed on a fully tax-equivalent basis.
Table 2 provides average balances of earning assets and interest-bearing liabilities, the associated interest income and expense, and the corresponding interest rates earned and paid, as well as net interest income, interest rate spread, and net interest margin on a fully tax-equivalent basis for the years ended December 31, 2016, 20152019, 2018, and 2014. Tables2017. Table 3 and 4 presentpresents additional information to facilitate the review and discussion of fully tax-equivalent net interest income, interest rate spread, and net interest margin.
Notable contributionsContributions to the changeChange in 2016 net interest income were:2019 Net Interest Income
Net interest income inon the consolidated statements of income (which excludes the fully tax-equivalent adjustment) was $707$836 million in 20162019 compared to $676$880 million in 2015.2018. The decrease was driven primarily by lower prepayments and accretion related to the Bank Mutual acquisition in 2018. The decrease was additionally driven by compression in LIBOR rates outpacing reductions in funding costs. See sections “InterestInterest Rate Risk”Risk and “QuantitativeQuantitative and Qualitative Disclosures about Market Risk for a discussion of interest rate risk and market risk.
Fully tax-equivalent net interest income of $728$852 million for 20162019 was $31$41 million higherlower than 2015.2018.
Average earning assets of $26.0$29.8 billion in 20162019 were $1.5 billion, or 6% higher than 2015. Average loans increased $1.4 billion, or 8%, including an $862 million increase in commercial loans and a $618 million increase in residential mortgage loans.
Average interest-bearing liabilities of $20.1 billion in 2016 were up $792$229 million, or 4% versus 2015. On1%, lower than 2018. The decrease in average interest-bearing deposits increased $538earning assets was driven by a $633 million, or 9%, decrease in average investments and noninterest-bearing demand deposits (a principal component of net free funds) increased by $565 million. Average short and long-term funding increased $254 million from 2015, including a $463 million increase inother short-term funding,investments, partially offset by a $209$405 million, decrease in long-term funding.
The net interest margin for 2016 was 2.80%or 2%, compared to 2.84% in 2015. The 4 bp decline in net interest margin was attributable to a 5 bp decrease in interest rate spread (the result of a 3 bp decrease in the yield on earning assets and a 2 bp increase in the cost of interest-bearing liabilities), partially offset by a 1 bp higher contribution from net free funds.
For 2016, loan yields decreased 2 bp to 3.38%, due to the re-pricing of adjustable rate loans, strong mortgage refinance activity, and competitive pricing pressures in a low interest rate environment.average loans. The yield on investment securities and other short-term investments decreased 11increased 24 bp to 2.34%2.82%.
Average interest-bearing liabilities of $23.5 billion in 2019 were down $165 million, or 1%versus 2018. On average, interest-bearing deposits increased $682 million, or 4%. Average short- and was also impactedlong-term funding decreased $846 million from 2018 primarily driven by the reinvestment of cash flows in a low interest rate environment and higher prepayment speeds of mortgage-related securities purchased at a premium.FHLB advances decreasing $866 million.
The average cost of interest-bearing liabilities was 0.42%1.43% in 2016, 22019, 27 bp higher than 2015.2018. The increase was due to a 1028 bp increase in the average cost of interest-bearing deposits (to 0.32%)to 1.22% and a 946 bp increase


in the cost of short-termshort- and long-term funding (to 0.26%), bothto 2.48%. This is primarily due to the December 2015full year impact of the 2018 Federal Reserve interestFunds rate increase;increases partially offset by a 32 bp decreasethe impact of the three Federal Funds rate cuts in the costsecond half of long-term funding (to 1.05%), primarily due to the early redemption of $430 million of senior notes in February 2016.2019.
The Federal Reserve increaseddecreased the targeted federal fundstarget Federal Funds rate on December 14, 2016October 31, 2019 to a range of 0.50%- 0.75% from 0.25%-0.50%. On December 17, 2015, the Federal Reserve increased the targeted Federal funds rate1.50% to 1.75% compared to a range of 0.25%-0.50% from 0.00%-0.25%.2.25% to 2.50% at the end of 2018. The Federal Reserve expects only gradual increaseshas indicated it will closely assess economic data and be patient before moving ahead with any additional changes in the federal funds rate for some time. However,Federal Funds rate. Therefore, the timing and magnitude of any such increaseschanges are uncertain and will depend on domestic and global economic conditions.

37



Table 3 Rate/Volume Analysis(1)Analysis(a)
 2019 Compared to 2018
Increase (Decrease) Due to
2018 Compared to 2017
Increase (Decrease) Due to
 ($ in Thousands)VolumeRateNetVolumeRateNet
Interest income 
Loans(b)
Commercial and business lending$31,118  $4,689  $35,807  $18,904  $64,566  $83,470  
Commercial real estate lending(14,090) (4,264) (18,355) 20,086  61,014  81,100  
Total commercial17,027  425  17,452  38,990  125,580  164,570  
Residential mortgage764  (444) 320  39,747  12,856  52,603  
Retail(1,024) 4,358  3,333  (1,490) 10,203  8,713  
Total loans16,766  4,339  21,105  77,247  148,639  225,886  
Investment securities
Taxable(25,091) 5,654  (19,437) 7,660  15,172  22,832  
Tax-exempt(b)
13,641  1,889  15,530  14,678  (8,708) 5,970  
Other short-term investments2,730  1,289  4,019  869  4,035  4,904  
Investments and other(8,720) 8,833  112  23,207  10,499  33,707  
Total earning assets$8,046  $13,172  $21,218  $100,454  $159,138  $259,593  
Interest expense
Savings$544  $5,107  $5,651  $216  $403  $619  
Interest-bearing demand3,091  8,740  11,831  4,886  19,680  24,566  
Money market(1,982) 21,876  19,894  3,861  27,722  31,583  
Network transaction deposits(4,723) 7,995  3,272  (13,033) 20,829  7,796  
Time deposits3,839  16,681  20,520  9,660  7,869  17,529  
Total interest-bearing deposits769  60,399  61,168  5,590  76,502  82,093  
Federal funds purchased and securities sold under agreements to repurchase(907) 480  (427) (1,425) 903  (522) 
Commercial paper(96) 59  (37) (118) 11  (107) 
FHLB advances(17,778) 13,926  (3,852) 10,120  33,184  43,304  
Long-term funding4,920  607  5,527  4,260  144  4,403  
Total short and long-term funding(13,859) 15,071  1,212  12,837  34,242  47,079  
Total interest-bearing liabilities(13,091) 75,470  62,380  18,427  110,744  129,172  
Fully tax-equivalent net interest income$21,136  $(62,298) $(41,162) $82,027  $48,394  $130,421  
 
2016 Compared to 2015
Increase (Decrease) Due to
2015 Compared to 2014
Increase (Decrease) Due to
 VolumeRateNetVolumeRateNet
 ($ in Thousands)
Interest income:      
Loans:(2)
      
Commercial and business lending$11,583
$3,699
$15,282
$17,662
$(13,409)$4,253
Commercial real estate lending17,374
(325)17,049
8,271
(8,701)(430)
Total commercial28,957
3,374
32,331
25,933
(22,110)3,823
Residential mortgage19,756
(7,043)12,713
22,530
(9,132)13,398
Retail(3,881)2,410
(1,471)(1,512)1,654
142
Total loans44,832
(1,259)43,573
46,951
(29,588)17,363
Investment securities:      
Taxable(2,037)(3,103)(5,140)2,757
(4,929)(2,172)
Tax-exempt(2)
5,380
(4,007)1,373
5,395
(2,199)3,196
Other short-term investments(1,143)(619)(1,762)1,429
(1,473)(44)
Investments and other2,200
(7,729)(5,529)9,581
(8,601)980
Total earning assets$47,032
$(8,988)$38,044
$56,532
$(38,189)$18,343
Interest expense:      
Savings$65
$(205)$(140)$66
$(34)$32
Interest-bearing demand908
5,187
6,095
293
(151)142
Money market(150)10,554
10,404
2,788
1,334
4,122
Time deposits(471)1,322
851
159
2,376
2,535
Total interest-bearing deposits352
16,858
17,210
3,306
3,525
6,831
Federal funds purchased and securities sold under agreements to repurchase(25)396
371
(256)(20)(276)
Other short-term funding1,376
273
1,649
(623)303
(320)
Total short-term funding1,351
669
2,020
(879)283
(596)
Long-term funding(2,724)(9,595)(12,319)958
14,413
15,371
Total short and long-term funding(1,373)(8,926)(10,299)79
14,696
14,775
Total interest-bearing liabilities(1,021)7,932
6,911
3,385
18,221
21,606
Fully tax-equivalent net interest income$48,053
$(16,920)$31,133
$53,147
$(56,410)$(3,263)
(1)The change in interest due to both rate and volume has been allocated in proportion to the relationship to the dollar amounts of the change in each.
(2)The yield on tax-exempt loans and securities is computed on a fully tax-equivalent basis using a tax rate of 35% for all periods presented and is net of the effects of certain disallowed interest deductions.
(a) The change in interest due to both rate and volume has been allocated in proportion to the relationship to the dollar amounts of the change in each.


Table 4 Interest Rate: Spread(b) Beginning in 2018, the yield on tax-exempt loans and Interest Margin (onsecurities is computed on a fully tax-equivalent basis)basis using a tax rate of 21% and is net of the effects of certain disallowed
interest deductions. Prior to 2018, the yield on tax-exempt loans and securities was computed on a fully tax-equivalent basis using a tax rate of 35% and was net of the effects of certain disallowed interest deductions.
 2016 Average2015 Average2014 Average
 Balance
% of
Earning
Assets
Yield /
Rate
Balance
% of
Earning
Assets
Yield /
Rate
Balance
% of
Earning
Assets
Yield /
Rate
 ($ in Thousands)
Total loans$19,650,667
75.5%3.38%$18,252,264
74.3%3.40%$16,838,994
74.0%3.58%
Investments and other6,375,994
24.5%2.34%6,318,823
25.7%2.45%5,921,134
26.0%2.59%
Earning assets$26,026,661
100.0%3.12%$24,571,087
100.0%3.15%$22,760,128
100.0%3.32%
Financed by:         
Interest-bearing liabilities$20,122,402
77.3%0.42%$19,330,847
78.7%0.40%$17,824,786
78.3%0.31%
Noninterest-bearing liabilities5,904,259
22.7% 5,240,240
21.3% 4,935,342
21.7% 
Total funds sources$26,026,661
100.0%0.32%$24,571,087
100.0%0.31%$22,760,128
100.0%0.25%
Interest rate spread  2.70%  2.75%  3.01%
Net free funds  0.10%  0.09%  0.07%
Net interest margin  2.80%  2.84%  3.08%
Average prime rate*
  3.51%  3.26%  3.25%
Average effective federal funds rate*
  0.39%  0.13%  0.08%
Average spread  312 bp
  313 bp
  317 bp
* Source: Bloomberg         

Provision for Credit Losses
The provision for credit losses (which includes the provision for loan losses and the provision for unfunded commitments) in 2016 was $70 million, compared to $38 million in 2015. Net charge offs were $65 million (representing 0.33% of average loans) for 2016, compared to $30 million (representing 0.16% of average loans) for 2015. The ratio of the allowance for loan losses to total loans was 1.39% and 1.47% at December 31, 2016 and 2015, respectively.
The provision for credit losses is predominantly a function of the Corporation’s reserving methodology and judgments as to other qualitative and quantitative factors used to determine the appropriate level of the allowance for loan losses and the allowance for unfunded commitments, which focuses on changes in the size and character of the loan portfolio, changes in levels of impaired and other nonaccrual loans, historical losses and delinquencies in each portfolio category, the level of loans sold or transferred to held for sale, the risk inherent in specific loans, concentrations of loans to specific borrowers or industries, existing economic conditions, the fair value of underlying collateral, and other factors which could affect potential credit losses. See additional discussion under sections, “Loans,” “Creditsections: Loans, Credit Risk,” “Nonperforming Nonperforming Assets, and “AllowanceAllowance for Credit Losses.


The provision for credit losses (which includes the provision for loan losses and the provision for unfunded commitments) was $16 million for 2019, compared to no provision for credit losses in 2018.
Net charge offs were $55 million, representing 0.24% of average loans, for 2019, compared to $30 million, representing 0.13% of average loans, for 2018.
The ratio of the allowance for loan losses to total loans was 0.88% and 1.04% at December 31, 2019 and 2018, respectively.
38



Noninterest Income
Table 54 Noninterest Income
 Years Ended December 31,Change From Prior Year
($ in Thousands)201920182017$ Change
2019
% Change
2019
$ Change
2018
% Change
2018
Insurance commissions and fees$89,104  $89,511  $81,474  $(407) — %$8,037  10 %
Wealth management fees(a)
83,467  82,562  70,126  905  %12,436  18 %
Service charges and deposit account fees63,135  66,075  64,427  (2,940) (4)%1,648  %
Card-based fees39,755  39,656  34,834  99  — %4,822  14 %
Other fee-based revenue18,942  17,818  17,854  1,124  %(36) — %
Total fee-based revenue294,402  295,622  268,715  (1,220) — %26,907  10 %
Capital markets, net19,862  20,120  19,642  (258) (1)%478  %
Mortgage banking income44,373  28,960  29,619  15,413  53 %(659) (2)%
Mortgage servicing rights expense12,494  9,049  10,259  3,445  38 %(1,210) (12)%
   Mortgage banking, net31,878  19,911  19,360  11,967  60 %551  %
Bank and corporate owned life insurance14,845  13,951  16,250  894  %(2,299) (14)%
Other11,165  9,051  9,523  2,114  23 %(472) (5)%
Subtotal372,154  358,655  333,490  13,499  %25,165  %
Asset gains (losses), net (b)
2,713  (1,103) (1,244) 3,816  N/M  141  (11)%
Investment securities gains (losses), net5,957  (1,985) 434  7,942  N/M  (2,419) N/M  
Total noninterest income$380,824  $355,568  $332,680  $25,256  %$22,888  %
Mortgage loans originated for sale during period$1,090,792  $1,092,318  $715,357  $(1,526) — %$376,961  53 %
Mortgage loan settlements during period$1,317,077  $1,131,652  $819,950  $185,425  16 %$311,702  38 %
Assets under management, at market value(c)
$12,104  $10,291  $10,555  $1,813  18 %$(265) (3)%
 Years Ended December 31,Change From Prior Year
 201620152014
$ Change
2016
% Change
2016
$ Change
2015
% Change
2015
 ($ in Thousands)
Trust service fees$46,867
$48,840
$48,403
$(1,973)(4)%$437
1 %
Service charges on deposit accounts66,609
65,471
68,779
1,138
2 %(3,308)(5)%
Card-based and other nondeposit fees50,077
47,912
47,114
2,165
5 %798
2 %
Insurance commissions80,795
75,363
44,421
5,432
7 %30,942
70 %
Brokerage and annuity commissions16,235
15,378
16,089
857
6 %(711)(4)%
Total fee-based revenue260,583
252,964
224,806
7,619
3 %28,158
13 %
Mortgage banking income50,248
43,439
32,708
6,809
16 %10,731
33 %
Mortgage servicing rights (expense)(12,127)(11,176)(11,388)(951)9 %212
(2)%
Mortgage banking, net38,121
32,263
21,320
5,858
18 %10,943
51 %
Capital market fees, net22,059
14,558
12,862
7,501
52 %1,696
13 %
Bank owned life insurance income14,371
9,796
13,576
4,575
47 %(3,780)(28)%
Other8,519
9,103
6,973
(584)(6)%2,130
31 %
Subtotal (“fee income”)343,653
318,684
279,537
24,969
8 %39,147
14 %
Asset gains (losses), net(86)2,540
10,830
(2,626)(103)%(8,290)(77)%
Investment securities gains, net9,316
8,133
494
1,183
15 %7,639
N/M
Total noninterest income$352,883
$329,357
$290,861
$23,526
7 %$38,496
13 %
Mortgage loans originated and acquired for sale during period$1,271,124
$1,228,106
$1,069,852
$43,018
4 %$158,254
15 %
Mortgage loan settlements during period$1,542,660
$1,241,012
$1,010,167
$301,648
24 %$230,845
23 %
Trust assets under management, at market value$8,301,564
$7,729,131
$7,993,047
$572,433
7 %$(263,916)(3)%
Fee income ratio *32%32%29%    
N/M = Not Meaningful       
* Fee income ratio is fee income, per the above table, divided by total revenue (defined as net interest income plus noninterest income).
N/M = Not Meaningful
(a) Includes trust, asset management, brokerage, and annuity fees.
(b) 2019 includes less than $1 million of Huntington related asset losses; 2018 includes approximately $2 million of Bank Mutual acquisition related asset losses net of asset gains.
(c) $ in millions. Excludes assets held in brokerage accounts.

Notable contributionsContributions to the changeChange in 2016 noninterest income were:2019 Noninterest Income
Fee-based revenueMortgage banking, net was $261$32 million in 2019, an increase of $8$12 million, (3%)or 60%, compared to 2015. Insurance commissions were $81 million, an2018. The increase of $5 million and were primarily attributable to property and casualty and employee benefit related commissions.
Netwas driven by higher mortgage banking income for 2016 was $38 million, up $6 million (18%) comparedrevenues due to 2015. Net mortgage banking consists of gross mortgage banking income less mortgage servicing rights expense. Gross mortgage banking income includes servicing fees, theincreased settlements and gain or loss on sales of mortgage loans to the secondary market, changes to the mortgage repurchase reserve,sale, mostly resulting from higher refinance activity in 2019 and the fair value adjustments onportfolio mortgage sale that occurred during the mortgage derivatives. Gross mortgage banking income increased $7 million (16%)third quarter of 2019.
Investment securities gains (losses), primarily due to gains on portfolio loan sales.
Net capital market fees of $22 million for 2016, werenet was up $8 million (52%)from 2018 as a result of the ongoing portfolio restructuring and balance sheet deleveraging strategy.
Asset gains (losses), net was up $4 million compared to 2015. This increase2018. During 2018, the Corporation recognized a $2 million loss on the sale of a profit participation agreement that was primarily due toreceived in partial satisfaction of a loan obligation. In addition, 2019 benefited from higher customer hedging transactionsincome and higher loan syndication activity.distributions from alternative investments.
Bank owned life insurance income was $14 million for 2016, an increase of $5 million (47%) compared to 2015, primarily due to proceeds from BOLI policy redemptions in 2016.


39



Noninterest Expense
Table 65 Noninterest Expense
 Years Ended December 31,Change From Prior Year
 ($ in Thousands)201920182017$ Change
2019
% Change
2019
$ Change
2018
% Change
2018
Personnel$487,063  $482,676  $428,976  $4,387  %$53,700  13 %
Technology82,429  72,674  63,004  9,755  13 %9,670  15 %
Occupancy62,399  59,121  53,842  3,278  %5,279  10 %
Business development and advertising29,600  30,923  28,946  (1,323) (4)%1,977  %
Equipment23,550  23,243  21,201  307  %2,042  10 %
Legal and professional19,901  23,061  22,509  (3,160) (14)%552  %
Loan and foreclosure costs8,861  7,410  7,293  1,451  20 %117  %
FDIC assessment16,250  30,000  31,300  (13,750) (46)%(1,300) (4)%
Other intangible amortization9,948  8,159  1,959  1,789  22 %6,200  N/M  
Acquisition related costs(a)
7,320  29,002  —  (21,682) (75)%29,002  N/M  
Other46,666  55,530  50,102  (8,864) (16)%5,428  11 %
Total noninterest expense$793,988  $821,799  $709,133  $(27,811) (3)%$112,666  16 %
Personnel expense to total noninterest expense61 %59 %60 %
Average full-time equivalent employees(b)
4,702  4,699  4,307  
 Years Ended December 31,Change From Prior Year
 201620152014
$ Change
2016
% Change
2016
$ Change
2015
% Change
2015
 ($ in Thousands)
Personnel expense$414,837
$404,741
$390,399
$10,096
2 %$14,342
4 %
Occupancy56,069
60,896
57,677
(4,827)(8)%3,219
6 %
Equipment21,489
23,209
24,784
(1,720)(7)%(1,575)(6)%
Technology57,300
60,613
55,472
(3,313)(5)%5,141
9 %
Business development and advertising26,351
25,772
26,144
579
2 %(372)(1)%
Other intangible amortization2,093
3,094
3,747
(1,001)(32)%(653)(17)%
Loan expense13,641
14,102
13,866
(461)(3)%236
2 %
Legal and professional fees19,869
17,052
17,485
2,817
17 %(433)(2)%
Foreclosure / OREO expense, net4,844
5,442
7,264
(598)(11)%(1,822)(25)%
FDIC expense34,750
26,000
23,761
8,750
34 %2,239
9 %
Other51,317
57,426
59,184
(6,109)(11)%(1,758)(3)%
Total noninterest expense$702,560
$698,347
$679,783
$4,213
1 %$18,564
3 %
Personnel expense to total noninterest expense59%58%57%    
Average full-time equivalent employees4,426
4,421
4,406
    
N/M = Not Meaningful
(a) Includes Bank Mutual, Huntington branch, and First Staunton acquisition related costs only
(b) Average full-time equivalent employees without overtime
Notable contributionsContributions to the changeChange in 2016 noninterest2019 Noninterest Expense
Acquisition costs decreased $22 million, or 75%, from 2018, due to higher Bank Mutual acquisition related costs in 2018 compared to Huntington branch and First Staunton acquisition related costs in 2019.
FDIC assessment expenses decreased $14 million, or 46%, from 2018, driven by the removal of the FDIC surcharge assessment in late 2018.
Technology expense were:
Personnel expense (which includes salary-related expenses and fringe benefit expenses) was $415of $82 million for 2016, upincreased $10 million, (2%) from 2015. This increase was primarily attributable to annual merit increases, higher production increasing sales commissions, and increased severance.
Nonpersonnel noninterest expenses on a combined basis were $288 million, down $6 million (2%)or 13%, compared to 2015. FDIC expense was $9 million (34%) higher compared2018, driven by investments in solutions to 2015 reflecting growth in criticized and risk-weighted assets. Occupancy expense was down $5 million (8%) from 2015, primarily attributable to lower lease expense from ongoing consolidation efforts in 2015enhance operational efficiency and the Corporation's acquisition of the Milwaukee Center. Technology was down $3customer experience.
Personnel costs increased $4 million (5%)from 2018, primarily driven by a reduction$3 million increase in external technology support services. All remaining noninterest expense categories on a combined basis were down $6 million (4%).
restructuring and severance charges.
Income Taxes

The Corporation recognized income tax expense of $87$80 million for 2016both 2018 and 2019. Income tax expense decreased in 2019 compared to income tax expense of $81 million for 2015. The change2018 due to a drop in income tax expense was primarily due to thebefore taxes, an increase in tax exempt interest, and the levelexpense from the settlement of pretax income betweenlitigation in Minnesota which was booked in 2018. However, this decrease was offset by the years.reductions in the benefits of Tax Act planning actions in 2019 relative to 2018. The effective tax rate was 30.4%19.6% for 2016,2019, compared to an effective tax rate of 30.2%19.3% for 2015. Income tax expense is also impacted by ongoing federal and state income tax audits and changes in tax law and rates.

2018.
See Note 1 Summary of Significant Accounting Policies of the notes to consolidated financial statements for the Corporation’s income tax accounting policy and section “CriticalCritical Accounting Policies. Income tax expense recorded inon the consolidated statements of income involves the interpretation and application of certain accounting pronouncements and federal and state tax laws and regulations, and is therefore considered a critical accounting policy. The Corporation is subject to examination by various taxing authorities. Examination by taxing authorities may impact the amount of tax expense and / or the reserve for uncertainty in income taxes if their interpretations

41




differ from those of management, based on their judgments about information available to them at the time of their examinations. See Note 13 Income Taxes of the notes to consolidated financial statements for more information.
BALANCE SHEET ANALYSISBalance Sheet Analysis
At December 31, 2016,2019, total assets were $29.1$32.4 billion, up $1.4down $1.2 billion, (5%)or 4%, from December 31, 2015.2018.
Investment securities at December 31, 2019 were $5.5 billion, down $1.2 billion, or 18% from December 31, 2018. During 2019, the Corporation used its investment portfolio as a source of funds and sought to reposition its investments for a
40




declining interest rate environment. See Note 3 Investment Securities of the notes to consolidated financial statements for additional information on investment securities.
Loans of $20.1$22.8 billion at December 31, 20162019 were up $1.3 billion (7%)down $119 million, or 1%, from December 31, 2015.2018. See Note 4 Loans of the notes to consolidated financial statements for additional information on loans. The Corporation added $116 million in loans from the Huntington branch acquisition in the second quarter of 2019.
Premises and equipment, netAt December 31, 2019, total deposits of $330 million increased $63 million (23%)$23.8 billion were down $1.1 billion, or 4%, from December 31, 2015, primarily due to2018. On June 14, 2019, the purchaseCorporation assumed $725 million of deposits from the Huntington branch acquisition. As a result of the Milwaukee Center.acquisition, the Corporation was able to reduce higher cost brokered CDs and network deposits. See section Deposits and Customer Funding and Note 6 Premises and Equipment8 Deposits of the notes to consolidated financial statements for additional information on premises and equipment.deposits.
At December 31, 2016, total deposits of $21.9 billion were up $8812019, other long-term funding was $549 million, (4%)down $246 million, or 31%, from December 31, 2015. See section Note 7 Deposits for additional information2018, driven by the Corporation's redemption of $250 million in senior notes on deposits.October 15, 2019.
Short and long-term funding of $3.9 billion at December 31, 2016 increased $343 million (10%) since year-end 2015, primarily due to a $258 million increase in short-term funding and an $85 million increase in long-term funding. See Note 8 Short-Term Funding and Note 9 Long-Term Funding for additional information on short and long-term funding.
Loans
Table 76 Loan Composition
 As of December 31,
 20192018201720162015
 ($ in Thousands)Amount% of
Total
Amount% of
Total
Amount% of
Total
Amount% of
Total
Amount% of
Total
Commercial and industrial$7,354,594  32 %$7,398,044  32 %$6,399,693  31 %$6,489,014  32 %$6,190,683  33 %
Commercial real estate — owner occupied911,265  %920,443  %802,209  %897,724  %918,212  %
Commercial and business lending8,265,858  36 %8,318,487  36 %7,201,902  35 %7,386,738  37 %7,108,895  38 %
Commercial real estate — investor3,794,517  17 %3,751,554  16 %3,315,254  16 %3,574,732  18 %3,234,266  17 %
Real estate construction1,420,900  %1,335,031  %1,451,684  %1,432,497  %1,162,145  %
Commercial real estate lending5,215,417  23 %5,086,585  22 %4,766,938  23 %5,007,229  25 %4,396,411  23 %
Total commercial13,481,275  59 %13,405,072  58 %11,968,840  58 %12,393,967  62 %11,505,306  61 %
Residential mortgage8,136,980  36 %8,277,712  36 %7,546,534  36 %6,332,327  31 %5,783,267  31 %
Home equity852,025  %894,473  %883,804  %934,443  %1,005,802  %
Other consumer351,159  %363,171  %385,813  %393,979  %419,968  %
Total consumer9,340,164  41 %9,535,357  42 %8,816,151  42 %7,660,749  38 %7,209,037  39 %
Total loans(a)(b)
$22,821,440  100 %$22,940,429  100 %$20,784,991  100 %$20,054,716  100 %$18,714,343  100 %
Commercial real estate and real estate construction loan detail
Farmland$2,844  — %$1,250  — %$1,399  — %$1,613  — %$7,135  — %
Multi-family1,201,835  32 %1,204,552  32 %952,473  29 %1,027,541  29 %932,360  29 %
Non-owner occupied2,589,838  68 %2,545,751  68 %2,361,382  71 %2,545,578  71 %2,294,771  71 %
Commercial real estate — investor$3,794,517  100 %$3,751,554  100 %$3,315,254  100 %$3,574,732  100 %$3,234,266  100 %
1-4 family construction$261,908  18 %$289,558  22 %$353,902  24 %$358,398  25 %$309,396  27 %
All other construction1,158,992  82 %1,045,474  78 %1,097,782  76 %1,074,099  75 %852,749  73 %
Real estate construction$1,420,900  100 %$1,335,031  100 %$1,451,684  100 %$1,432,497  100 %$1,162,145  100 %
 As of December 31,
 20162015201420132012
 Amount
% of
Total
Amount
% of
Total
Amount
% of
Total
Amount
% of
Total
Amount
% of
Total
 ($ in Thousands)
Commercial and industrial$6,489,014
32%$6,190,683
33%$5,957,431
34%$4,878,163
31%$4,566,217
30%
Commercial real estate — owner occupied897,724
5%918,212
5%1,007,937
6%1,114,715
7%1,219,747
8%
Commercial and business lending7,386,738
37%7,108,895
38%6,965,368
40%5,992,878
38%5,785,964
38%
Commercial real estate — investor3,574,732
18%3,234,266
17%3,056,485
17%2,939,456
18%2,906,759
19%
Real estate construction1,432,497
7%1,162,145
6%1,008,956
6%896,248
6%655,381
4%
Commercial real estate lending5,007,229
25%4,396,411
23%4,065,441
23%3,835,704
24%3,562,140
23%
Total commercial12,393,967
62%11,505,306
61%11,030,809
63%9,828,582
62%9,348,104
61%
Residential mortgage6,332,327
31%5,783,267
31%5,056,891
28%4,577,711
29%4,390,454
28%
Home equity revolving lines of credit840,872
4%883,759
5%887,779
5%874,840
5%936,065
6%
Home equity loans junior liens93,571
1%122,043
1%164,148
1%208,054
1%269,672
2%
Home equity934,443
5%1,005,802
6%1,051,927
6%1,082,894
6%1,205,737
8%
Other consumer393,979
2%419,968
2%454,219
3%407,074
3%466,727
3%
Total consumer7,660,749
38%7,209,037
39%6,563,037
37%6,067,679
38%6,062,918
39%
Total loans$20,054,716
100%$18,714,343
100%$17,593,846
100%$15,896,261
100%$15,411,022
100%
Commercial real estate and Real estate construction loan detail:          
Farmland$1,613
%$7,135
%$9,249
%$8,591
%$17,730
1%
Multi-family1,027,541
29%932,360
29%976,956
32%951,348
33%905,372
31%
Non-owner occupied2,545,578
71%2,294,771
71%2,070,280
68%1,979,517
67%1,983,657
68%
Commercial real estate — investor$3,574,732
100%$3,234,266
100%$3,056,485
100%$2,939,456
100%$2,906,759
100%
1-4 family construction$358,398
25%$309,396
27%$304,992
30%$259,031
29%$176,874
27%
All other construction1,074,099
75%852,749
73%703,964
70%637,217
71%478,507
73%
Real estate construction$1,432,497
100%$1,162,145
100%$1,008,956
100%$896,248
100%$655,381
100%
(a) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages as well as $33 million of nonaccrual and performing restructured loans.


Commercial(b) Includes $2 million and business lending was $7.4 billion and represented 37%$5 million of totalpurchased credit-impaired loans at December 31, 2016, an increase of $278 million (4%) from2019 and December 31, 2015.
Commercial real estate lending totaled $5.0 billion at December 31, 2016 and represented 25% of total loans, an increase of $611 million (14%) from December 31, 2015.
Consumer loans were $7.7 billion and represented 38% of total loans at December 31, 2016, an increase of $452 million (6%) from December 31, 2015.2018, respectively.
The Corporation has long-term guidelines relative to the proportion of Commercial and Business, Commercial Real Estate, and Consumer loans within the overall loan portfolio, with each targeted to represent 30-40% of the overall loan portfolio. The targeted long-term guidelines were unchanged during 20162019 and 2015.2018. Furthermore, certain sub-asset classes within the respective portfolios were further defined and dollar limitations wereare placed on these sub-portfolios. These guidelines and limits are reviewed quarterly and approved annually by the Enterprise Risk Committee of the Corporation’s Board of Directors. These guidelines and limits are designed to create balance and diversification within the loan portfolios.

41




The Corporation's loan distribution and interest rate sensitivity as of December 31, 2019 is summarized in the following table:
Table 7 Loan Distribution and Interest Rate Sensitivity
($ in Thousands)
Within 1 Year(a)
1-5 YearsAfter 5 YearsTotal% of Total
Commercial and industrial$6,803,084  $434,791  $116,719  $7,354,594  32 %
Commercial real estate — owner occupied497,372  236,346  177,547  911,265  %
Commercial real estate — investor3,333,162  375,963  85,392  3,794,517  17 %
Real estate construction1,362,326  53,983  4,591  1,420,900  %
Residential mortgage - adjustable(b)
656,241  2,715,456  1,950,710  5,322,407  23 %
Residential mortgage - fixed29,127  44,129  2,741,318  2,814,573  12 %
Home equity34,103  108,509  709,413  852,025  %
Other consumer165,676  50,613  134,870  351,159  %
Total loans$12,881,090  $4,019,789  $5,920,561  $22,821,440  100 %
Fixed-rate$5,638,689  $994,242  $3,244,083  $9,877,013  43 %
Floating or adjustable rate7,242,401  3,025,547  2,676,478  12,944,426  57 %
Total$12,881,090  $4,019,789  $5,920,561  $22,821,440  100 %
(a) Demand loans, past due loans, overdrafts, and credit cards are reported in the “Within 1 Year” category.
(b) Based on contractual loan terms for adjustable rate mortgages; does not factor in early prepayments or amortization.
At December 31, 2019, $18.6 billion, or 81%, of the loans outstanding were floating rate, adjustable rate, re-pricing within one year, or maturing within one year.
Table 8 Quarterly Residential Mortgage Loan Distribution(a)
($ in Thousands)December 31, 2019September 30, 2019June 30
2019
March 31,
2019
Residential mortgage - adjustable$5,322,407  $5,386,776  $5,542,303  $5,540,366  
Residential mortgage - fixed2,814,573  2,568,025  2,735,176  2,783,480  
Total residential mortgage$8,136,980  $7,954,801  $8,277,479  $8,323,846  
Total loans$22,821,440  $22,754,710  $23,249,967  $23,148,359  
% of adjustable rate residential mortgages to total loans23 %24 %24 %24 %
% of fixed rate residential mortgages to total loans12 %11 %12 %12 %
(a) Table 8 has been updated to reflect a reclassification from residential mortgage - fixed to residential mortgage - adjustable as a result of a misclassification of new residential mortgage products introduced since late 2018.

Credit Risk
An active credit risk management process is used for commercial loans to ensure that sound and consistent credit decisions are made. Credit risk is controlled by detailed underwriting procedures, comprehensive loan administration, and periodic review of borrowers’ outstanding loans and commitments. Borrower relationships are formally reviewed and graded on an ongoing basis for early identification of potential problems. Further analysis by customer, industry, and geographic location are performed to monitor trends, financial performance, and concentrations.
Factors that are important See Note 4 Loans of the notes to consolidated financial statements for additional information on managing overall credit quality are sound loan underwriting and administration, systematic monitoring of existing loans and commitments, effective loan review on an ongoing basis, early identification of potential problems, and appropriate allowance for loan losses, allowance for unfunded commitments, nonaccrual and charge off policies.quality.
The loan portfolio is widely diversified by types of borrowers, industry groups, and market areas within ourthe Corporation's branch footprint. Significant loan concentrations are considered to exist when there are amounts loaned to numerous borrowers engaged in similar activities that would cause them to be similarly impacted by economic or other conditions. At December 31, 2016,2019, no significant concentrations existed in the Corporation’s loan portfolio in excess of 10% of total loans.
Commercial and business lending:
The commercial and business lending classification primarily includes commercial loans to large corporations, middle market companies, and small businesses, and lease financing. At December 31, 2016, the largest industry group within the commercial
42



Table 9 Largest Commercial and business lending category was the manufacturing sector which represented 7% of total loans and 18% of the total commercial and business lending portfolio. The next largest industry group within the commercial and business lending category included the power and utilities portfolio, which represented 5% of total loans and represented 13% of the total commercial and business lending portfolio. Business Lending Industry Group Exposures
December 31, 2019% of Total Loans% of Total Commercial and Business Lending
Manufacturing and Wholesale Trade%21 %
Power and Utilities%19 %
Real Estate%14 %
The remaining commercial and business lending portfolio wasis spread over a diverse range of industries, none of which exceededexceed 5% of total loans.
The credit risk related to commercial loans is largely influenced by general economic conditions and the resulting impact on a borrower’s operations or on the value of underlying collateral, if any. Currently, a higher risk segment of the commercial and business lending portfolio is loans to borrowers supporting oil and gas exploration and production, which are further discussed under “Oilsection oil and gas lending”lending below.


Oil and gas lending:
The Corporation provides reserve based loans to oil and gas exploration and production firms. At December 31, 2019, the oil and gas portfolio was comprised of 40 credits, totaling $484 million of outstanding balances, or 2%, of total loans.
The Corporation's oil and gas lending team is based in Houston and focuses on serving the funding needs of small and mid-sized companies in the upstream oil and gas business. The oil and gas portfolio was comprised of approximately 60 credits with approximately $1 billion in commitments and represented approximately 3% of total loans at December 31, 2016. The oil and gas loans are generally first lien, reserve-based, and borrowing base dependent lines of credit. A small portion of the portfolio is in a second lien position to which the Corporation also holds the first lien position. The portfolio is diversified across allseveral major U.S. geographic basins. The portfoliobasins and is diversediversified by product line with approximately 60%61% in oil and 40%39% in gas at December 31, 2016.2019. Borrowing base re-determinations for the portfolio are generally completed at least twice a year and are based on detailed engineering reports and discounted cash flow analysis.

The following table summarizes information about the Corporation's oil and gas loan portfolio.portfolio:
Table 810 Oil and Gas Loan Portfolio
Years Ended December 31,
($ in Millions)20192018201720162015
Total oil and gas related loans$484  $747  $600  $668  $752  
Annual net charge offs44  17  25  59  —  
Oil and gas related allowance12  12  27  38  42  
Oil and gas related allowance ratio2.6 %1.6 %4.5 %5.7 %5.6 %
 Years Ended December 31,
 2016 2015 2014 2013 2012
 ($ in Millions)
Pass$426
 $522
 $725
 $491
 $281
Special mention20
 86
 29
 
 
Potential problem75
 124
 
 
 
Nonaccrual147
 20
 
 
 
Total oil and gas related loans$668
 $752
 $754
 $491
 $281
Annual net charge offs$59
 $
 $
 $
 $
Oil and gas related allowance$38
 $42
 $17
 $7
 $5
Oil and gas related allowance ratio5.7% 5.6% 2.3% 1.4% 1.8%
The Corporation proactively risk grades and reserves accordingly against the oil and gas loan portfolio. Lower market pricing and increased market volatility has led to downward migration within the portfolio. At December 31, 2016, nonaccrual oil and gas related loans totaled $147 million, representing 22% of the oil and gas loan portfolio, an increase of $127 million from December 31, 2015. Potential problem oil and gas related loans decreased to $75 million at December 31, 2016, compared to $124 million at December 31, 2015 primarily due to the downward migration to nonaccrual. The increase in nonaccrual oil and gas related loans was primarily due to downgrades associated with the issuance of revised regulatory guidance, as well as the negative outlook for a near term oil and gas price recovery.
Commercial real estate - investor:
Commercial real estate-investor is comprised of loans secured by various non-owner occupied or investor income producing property types. At December 31, 2016, the largest property type exposures within the commercial real estate-investor portfolio were loans secured by retail properties and multi-family properties, each represented 5% of total loans and 29% of the total commercial real estate-investor portfolio, respectively.
Table 11 Largest Commercial Real Estate Investor Property Type Exposures
December 31, 2019% of Total Loans% of Total Commercial Real Estate - Investor
Multi-Family%32 %
The remaining commercial real estate-investor portfolio wasis spread over various other property types, none of which exceededexceed 5% of total loans.
Credit risk is managed in a similar manner to commercial and business lending by employing sound underwriting guidelines, lending primarily to borrowers in local markets and businesses, periodically evaluating the underlying collateral, and formally reviewing the borrower’s financial soundness and relationship on an ongoing basis.


Real estate construction:
Real estate construction loans are primarily short-term or interim loans that provide financing for the acquisition or development of commercial income properties, multi-family projects or residential development, both single family and condominium. Real estate construction loans are made to developers and project managers who are generally well known to the Corporation and have prior successful project experience. The credit risk associated with real estate construction loans is generally confined to specific geographic areas but is also influenced by general economic conditions. The Corporation controls the credit risk on these types of loans by making loans in familiar markets to established developers, reviewing the merits of individual projects, controlling loan structure, and monitoring project progress and construction advances.
43



The Corporation’s current lending standards for commercial real estate and real estate construction lending are determined by property type and specifically address many criteria, including: maximum loan amounts, maximum loan-to-value (“LTV”),LTV, requirements for pre-leasing and / or presales, minimum borrower equity, and maximum loan to cost.loan-to-cost. Currently, the maximum standard for LTV is 80%, with lower limits established for certain higher risk types, such as raw land whichthat has a 50% LTV maximum. The Corporation’s LTV guidelines are in compliance with regulatory supervisory limits. In most cases, for real estate construction loans, the loan amounts include interest reserves, which are built into the loans and sized to fund loan payments through construction and lease up and / or sell out.
Table 9 Commercial Loan Distribution and Interest Rate Sensitivity
December 31, 2016
Within
1 Year
(1)
 1-5 Years After
5 Years
 Total % of Total
 ($ in Thousands)
Commercial and industrial$5,618,663
 $616,371
 $253,980
 $6,489,014
 52%
Commercial real estate — investor2,369,265
 1,131,303
 74,164
 3,574,732
 29%
Commercial real estate — owner occupied385,293
 384,393
 128,038
 897,724
 7%
Real estate construction1,195,487
 224,492
 12,518
 1,432,497
 12%
Total$9,568,708
 $2,356,559
 $468,700
 $12,393,967
 100%
Fixed rate$4,151,424
 $884,133
 $288,501
 $5,324,058
 43%
Floating or adjustable rate5,417,284
 1,472,426
 180,199
 7,069,909
 57%
Total$9,568,708
 $2,356,559
 $468,700
 $12,393,967
 100%
Percent by maturity distribution77% 19% 4% 100%  
(1)Demand loans, past due loans, and overdrafts are reported in the “Within 1 Year” category.

The total commercial loans that were floating or adjustable rate was $7.1 billion (57%) at December 31, 2016. Including the $4.2 billion of fixed rate loans due within one year, 91% of the commercial loan portfolio noted above matures, re-prices, or resets within one year. Of the fixed rate loans due within one year, 96% have an original maturity within one year.

Residential mortgage:
mortgages: Residential mortgage loans are primarily first lien home mortgages with a maximum loan to collateralloan-to-collateral value without credit enhancement (e.g., private mortgage insurance) of 80%. At December 31, 2016, the residential mortgage portfolio was comprised of $1.8 billion of fixed-rate residential real estate mortgages and $4.5 billion of variable-rate residential real estate mortgages, compared to $1.6 billion of fixed-rate mortgages and $4.2 billion variable-rate mortgages at December 31, 2015. During the third quarter of 2016, the Corporation sold $239 million of portfolio mortgage loans generating gross gains of $9 million. The residential mortgage portfolio is focused primarily in ourthe Corporation's three-state branch footprint, with approximately 88% of the outstanding loan balances in ourthe Corporation's branch footprint at December 31, 2016.2019. The majority of the on balance sheet residential mortgage portfolio consists of hybrid, adjustable rate mortgage loans with initial fixed ratefixed-rate terms of 3, 5, 7, or 10 years.
The Corporation also generally retains certain fixed-rate residential real estate mortgages in its loan portfolio, including retail and private banking jumbo mortgages and CRA-related mortgages. As part of management’smanagement's historical practice of originating


and servicing residential mortgage loans, generally the Corporation’s 30-year,Corporation's 30 year, agency conforming, fixed-rate residential real estate mortgage loans werehave been sold in the secondary market with the servicing rights retained. BeginningSubject to management's analysis of the current interest rate environment, among other market factors, the Corporation may choose to retain 30 year mortgage loan production on its consolidated balance sheets. During the third quarter of 2019, the Corporation sold approximately $240 million of fixed-rate portfolio mortgages and $30 million in nonaccrual and performing restructured loans as part of the Corporation's deleveraging strategy which enabled the Corporation to pay down higher cost funding. The sale also reduced interest rate risk by lowering the Corporation's asset sensitivity and freed up capital in advance of the adoption of CECL in the fourthfirst quarter of 2016, the Corporation began to hold some of these 30-year mortgage loans to take advantage of rising rates.2020. See section Loans for additional information on loans.
The Corporation’s underwriting and risk-based pricing guidelines for residential mortgage loans include minimum borrower FICO score and maximum LTV of the property securing the loan. Residential mortgage products generally are underwritten using Federal Home Loan Mortgage Corporation ("FHLMC")FHLMC and Federal National Mortgage Association ("FNMA")FNMA secondary marketing guidelines.
Home equity:
Home equity consists of both home equity lines of credit and closed-end home equity loans. Approximately 24% of home equity lines are first lien positions. Home equity loans and lines in a junior position at December 31, 2016 included approximately 40% for which the Corporation also owned or serviced the related first lien loan and approximately 60% where the Corporation did not service the related first lien loan.
The Corporation’s credit risk monitoring guidelines for home equity is based on an ongoing review of loan delinquency status, as well as a quarterly review of FICO score deterioration and property devaluation. The Corporation does not routinely obtain appraisals on performing loans to update LTV ratios after origination; however, the Corporation monitors the local housing markets by reviewing the various home price indices and incorporates the impact of the changing market conditions in its ongoing credit monitoring process. For junior lien home equity loans, the Corporation is unable to track the performance of the first lien loan if it does not own or service the first lien loan. However, the Corporation obtains a refreshed FICO score on a quarterly basis and monitors this as part of its assessment of the home equity portfolio.
The Corporation’s underwriting and risk-based pricing guidelines for home equity lines and loans consist of a combination of both borrower FICO score and the original cumulative LTV against the property securing the loan. Currently, ourthe Corporation's policy sets the maximum acceptable LTV at 90% and the minimum acceptable FICO score at 670. The Corporation's current home equity line of credit offering is priced based on floating rate indices and generally allows 10 years of interest-only payments followed by a 20-year amortization of the outstanding balance. The Corporation has significantly curtailed its offerings of fixed-rate, closed endclosed-end home equity loans. The loans in the Corporation's portfolio generally have an original term of 20 years with principal and interest payments required.
Based upon outstanding balances at December 31, 2016, During the following table presentsthird quarter of 2019, the periods whenCorporation sold approximately $3 million of home equity linesnonaccrual and performing restructured loans as part of credit revolving periods are scheduledthe Corporation's deleveraging strategy which enabled the Corporation to end.pay down higher cost funding. The sale also reduced interest rate risk by lowering the Corporation's asset sensitivity and freed up capital in advance of the adoption of CECL in the first quarter of 2020. See section Loans for additional information on loans.
Table 10 Home Equity Line of Credit - Revolving Period End Dates
 $ in Thousands % to Total
Less than 5 years$47,646
 6%
5 — 10 years219,908
 26%
Over 10 years573,318
 68%
Total home equity revolving lines of credit$840,872
 100%

Other consumer:
Other consumer consists of student loans, as well as short-term and other personal installment loans, and credit cards. The Corporation had $214$136 million and $249$162 million of student loans at December 31, 2016,2019 and December 31, 2015,2018, respectively, the majority of which are government guaranteed. Credit risk for non-government guaranteed student, short-term, and personal installment loans, and credit cards is influenced by general economic conditions, the characteristics of individual borrowers, and the nature of the loan collateral. Risks of loss are generally on smaller average balances per loan spread over many borrowers. Once charged off, there is usually less opportunity for recovery of these smaller consumer loans. Credit risk is primarily controlled by reviewing the creditworthiness of


the borrowers, monitoring payment histories, and taking appropriate collateral and guarantee positions. The student loan portfolio is in run-off and no new student loans are being originated.

44



Nonperforming Assets
Management is committed to a proactive nonaccrual and problem loan identification philosophy. This philosophy is implemented through the ongoing monitoring and review of all pools of risk in the loan portfolio to ensure that problem loans are identified quickly and the risk of loss is minimized. The following table provides detailed information regarding nonperforming assets.assets, which include nonaccrual loans, OREO, and other nonperforming assets:
Table 1112 Nonperforming Assets
 As of December 31,
 ($ in Thousands)20192018201720162015
Nonperforming assets by type
Commercial and industrial$46,312  $41,021  $112,786  $183,371  $93,575  
Commercial real estate — owner occupied67  3,957  22,740  9,544  8,049  
Commercial and business lending46,380  44,978  135,526  192,915  101,624  
Commercial real estate — investor4,409  1,952  4,729  18,051  8,643  
Real estate construction493  979  974  844  940  
Commercial real estate lending4,902  2,931  5,703  18,895  9,583  
Total commercial51,282  47,909  141,229  211,810  111,207  
Residential mortgage57,844  67,574  53,632  50,236  51,482  
Home equity9,104  12,339  13,514  13,001  15,244  
Other consumer152  79  171  256  325  
Total consumer67,099  79,992  67,317  63,493  67,051  
Total nonaccrual loans(a)
118,380  127,901  208,546  275,303  178,258  
Commercial real estate owned3,530  4,047  6,735  7,176  7,942  
Residential real estate owned5,696  2,963  5,873  3,098  4,768  
Bank properties real estate owned11,874  4,974  —  —  1,859  
OREO21,101  11,984  12,608  10,274  14,569  
Other nonperforming assets6,004  —  7,418  7,418  —  
Total nonperforming assets$145,485  $139,885  $228,572  $292,995  $192,827  
Accruing loans past due 90 days or more
Commercial$342  $311  $418  $236  $249  
Consumer1,917  1,853  1,449  1,377  1,399  
Total accruing loans past due 90 days or more$2,259  $2,165  $1,867  $1,613  $1,648  
Restructured loans (accruing)
Commercial$18,944  $28,668  $48,735  $53,022  $59,595  
Consumer7,097  24,595  25,883  26,835  27,768  
Total restructured loans (accruing)(a)
$26,041  $53,263  $74,618  $79,857  $87,363  
Nonaccrual restructured loans (included in nonaccrual loans)(a)
$22,494  $26,292  $23,486  $29,385  $37,684  
Ratios at year end
Nonaccrual loans to total loans0.52 %0.56 %1.00 %1.37 %0.95 %
NPAs to total loans plus OREO0.64 %0.61 %1.10 %1.46 %1.03 %
NPAs to total assets0.45 %0.42 %0.75 %1.01 %0.70 %
Allowance for loan losses to nonaccrual loans170.10 %186.10 %127.49 %101.10 %153.86 %
45



 As of December 31,
 20162015201420132012
 ($ in Thousands)
Nonperforming assets by type: 
Commercial and industrial$183,371
$93,575
$51,464
$37,788
$42,213
Commercial real estate — owner occupied9,544
8,049
25,825
29,664
24,254
Commercial and business lending192,915
101,624
77,289
67,452
66,467
Commercial real estate — investor18,051
8,643
22,685
37,596
58,687
Real estate construction844
940
5,399
6,467
27,302
Commercial real estate lending18,895
9,583
28,084
44,063
85,989
Total commercial211,810
111,207
105,373
111,515
152,456
Residential mortgage50,236
51,482
54,976
53,767
68,076
Home equity revolving lines of credit8,588
9,917
9,853
11,883
20,446
Home equity loans junior liens4,413
5,327
6,598
7,149
10,052
Home equity13,001
15,244
16,451
19,032
30,498
Other consumer256
325
613
1,114
1,838
Total consumer63,493
67,051
72,040
73,913
100,412
Total nonaccrual loans (“NALs”)275,303
178,258
177,413
185,428
252,868
Commercial real estate owned7,176
7,942
11,699
8,359
16,664
Residential real estate owned3,098
4,768
4,111
5,217
12,748
Bank properties real estate owned
1,859
922
4,542
5,488
OREO10,274
14,569
16,732
18,118
34,900
Other nonperforming assets7,418




Total nonperforming assets (“NPAs”)$292,995
$192,827
$194,145
$203,546
$287,768
Accruing loans past due 90 days or more:     
Commercial$236
$249
$254
$1,199
$1,036
Consumer1,377
1,399
1,369
1,151
1,253
Total accruing loans past due 90 days or more$1,613
$1,648
$1,623
$2,350
$2,289
Restructured loans (accruing):     
Commercial$53,022
$59,595
$68,200
$94,265
$88,182
Consumer26,835
27,768
30,016
29,720
32,905
Total restructured loans (accruing)$79,857
$87,363
$98,216
$123,985
$121,087
Nonaccrual restructured loans (included in nonaccrual loans)$29,385
$37,684
$57,656
$59,585
$80,590
Ratios at year end:     
Nonaccrual loans to total loans1.37%0.95%1.01%1.17%1.64%
NPAs to total loans plus OREO1.46%1.03%1.10%1.28%1.86%
NPAs to total assets1.01%0.70%0.72%0.84%1.23%
Allowance for loan losses to nonaccrual loans101%154%150%145%118%


Table 1112 Nonperforming Assets (continued)
 Years Ended December 31,
($ in Thousands)20192018201720162015
Accruing loans 30-89 days past due by type
Commercial and industrial$821  $525  $271  $1,413  $1,011  
Commercial real estate — owner occupied1,369  2,699  48  1,384  7,142  
Commercial and business lending2,190  3,224  319  2,797  8,153  
Commercial real estate — investor1,812  3,767  374  931  291  
Real estate construction97  330  251  369  296  
Commercial real estate lending1,909  4,097  625  1,300  587  
Total commercial4,099  7,321  944  4,097  8,740  
Residential mortgage9,274  9,706  9,552  8,142  4,930  
Home equity5,647  6,049  6,825  5,849  7,919  
Other consumer2,083  2,269  2,007  3,189  1,870  
Total consumer17,005  18,024  18,384  17,180  14,719  
Total accruing loans 30-89 days past due(a)
$21,104  $25,345  $19,328  $21,277  $23,459  
Potential problem loans by type
Commercial and industrial$110,308  $116,578  $113,778  $227,196  $233,130  
Commercial real estate — owner occupied19,889  55,964  41,997  64,524  35,706  
Commercial and business lending130,197  172,542  155,775  291,720  268,836  
Commercial real estate — investor29,449  67,481  19,291  51,228  25,944  
Real estate construction—  3,834  —  2,465  3,919  
Commercial real estate lending29,449  71,315  19,291  53,693  29,863  
Total commercial159,646  243,856  175,066  345,413  298,699  
Residential mortgage1,451  5,975  1,616  5,615  2,796  
Home equity—  103  195  114  222  
Total consumer1,451  6,078  1,811  5,729  3,018  
Total potential problem loans$161,097  $249,935  $176,877  $351,142  $301,717  
 Years Ended December 31,
 20162015201420132012
 ($ in Thousands)
Accruing loans 30-89 days past due by type:  
Commercial and industrial$1,413
$1,011
$14,747
$6,826
$11,351
Commercial real estate — owner occupied1,384
7,142
10,628
3,106
11,053
Commercial and business lending2,797
8,153
25,375
9,932
22,404
Commercial real estate — investor931
291
1,208
23,215
13,472
Real estate construction369
296
984
1,954
3,155
Commercial real estate lending1,300
587
2,192
25,169
16,627
Total commercial4,097
8,740
27,567
35,101
39,031
Residential mortgage8,142
4,930
4,846
7,228
10,860
Home equity revolving lines of credit4,219
5,559
6,725
6,728
7,829
Home equity loans junior liens1,630
2,360
2,058
2,842
4,252
Home equity5,849
7,919
8,783
9,570
12,081
Other consumer3,189
1,870
1,932
1,150
2,109
Total consumer17,180
14,719
15,561
17,948
25,050
Total accruing loans 30-89 days past due$21,277
$23,459
$43,128
$53,049
$64,081
Potential problem loans by type:     
Commercial and industrial$227,196
$233,130
$111,231
$115,453
$128,698
Commercial real estate — owner occupied64,524
35,706
48,695
56,789
99,592
Commercial and business lending291,720
268,836
159,926
172,242
228,290
Commercial real estate — investor51,228
25,944
24,043
52,429
107,068
Real estate construction2,465
3,919
1,776
5,263
13,092
Commercial real estate lending53,693
29,863
25,819
57,692
120,160
Total commercial345,413
298,699
185,745
229,934
348,450
Residential mortgage5,615
2,796
3,781
3,312
8,762
Home equity revolving lines of credit46
48
204
303
520
Home equity loans junior liens68
174
676
1,810
3,150
Home equity114
222
880
2,113
3,670
Other consumer

2
50
111
Total consumer5,729
3,018
4,663
5,475
12,543
Total potential problem loans$351,142
$301,717
$190,408
$235,409
$360,993
(a) During the third quarter of 2019, the Corporation sold $33 million of residential mortgages and home equity loans, of which $21 million were performing restructured loans, $12 million were nonaccrual loans, and approximately $200,000 were accruing loans 30-89 days past due. Of the $12 million nonaccrual loans, $7 million were restructured loans.
Nonaccrual Loans:loans: Nonaccrual loans are considered to be one indicator of potential future loan losses. See also management’s accounting policy for nonaccrual loans in Note 1 Summary of Significant Accounting Policies and Note 4 Loans of the notes to consolidated financial statements for additional nonaccrual loan disclosures. The ratioSee also sections Credit Risk and Allowance for Credit Losses. During the third quarter of 2019, the Corporation sold $12 million of nonaccrual loans, of which $11 million were residential mortgage loans and $1 million were home equity loans, as part of the Corporation's deleveraging strategy which enabled the Corporation to totalpay down higher cost funding. The sale also reduced interest rate risk by lowering the Corporation's asset sensitivity and freed up capital in advance of the adoption of CECL in the first quarter of 2020.
Accruing loans at December 31, 2016 was 1.37%, as compared to 0.95% at December 31, 2015.
Accruing Loans Past Duepast due 90 Daysdays or More:more: Loans past due 90 days or more but still accruing interest are classified as such where the underlying loans are both well secured (the collateral value is sufficient to cover principal and accrued interest) and are in the process of collection. Accruing loans 90 days or more past due at December 31, 2016 were relatively unchanged from December 31, 2015.
Troubled Debt Restructurings (“Restructured Loans”):loans: Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. See also management’s accounting policy for restructured loans in Note 1 Summary of Significant Accounting Policies and Note 4 Loans of the notes to consolidated financial statements for additional restructured loans disclosures. During the third quarter of 2019, the Corporation sold $21 million of performing restructured loans, of which $18 million were residential mortgage loans and $3 million were home equity loans, as part of the Corporation's deleveraging strategy which enabled the Corporation to pay down higher cost funding. The sale also reduced interest rate risk by lowering the Corporation's asset sensitivity and freed up capital in advance of the adoption of CECL in the first quarter of 2020.


Potential Problem Loans:problem loans: The level of potential problem loans is another predominant factor in determining the relative level of risk in the loan portfolio and in determining the appropriate level of the allowance for loan losses. Potential problem loans are generally defined by management to include loans rated as substandard by management but that are not considered impaired (i.e., nonaccrual loans and accruing troubled debt restructurings); however, there are circumstances present to create doubt as to the ability of the borrower to comply with present repayment terms. The decision of management to include performing loans in
46



potential problem loans does not necessarily mean that the Corporation expects losses to occur, but that management recognizes a higher degree of risk associated with these loans. The increase in potential problem loans at December 31, 2016 was primarily due to the risk migration on certain general commercial loans.
Other Real Estate Owned: OREO decreased to $10 million at December 31, 2016, compared to $15 million at December 31, 2015. OREO: Management actively seeks to ensure OREO properties held are monitored to minimize the Corporation's risk of loss. See also management's accounting policy for OREO in Note 1 Summary of Significant Accounting Policies of the notes toproperties increased $9 million, or 76%, from December 31, 2018, primarily driven by recently consolidated financial statements.Huntington branches pending disposition.
Other Nonperforming Assets:Other nonperforming assets increased to $7 million at December 31, 2016.assets: The asset representsamounts shown in the Bank’stable above for 2017 and 2016 represented the Corporation's ownership interest in a profit participation agreement in an entity created to own certain oil and gas assets obtained as a result of the bankruptcy and liquidation of a borrower in partial satisfaction of their loan. During the third quarter of 2019, the Bank accepted a partial settlement of a debt by receiving units of ownership interest in an oil and gas limited liability company.
Foregone Loan Interest:The following table shows, for those loans accounted for on a nonaccrual basis and restructured loans for the years ended as indicated, the approximate gross interest that would have been recorded if the loans had been current in accordance with their original terms and the amount of interest income that was included in interest income for the period.period:
Table 1213 Foregone Loan Interest
 Years Ended December 31,
 2016 2015 2014
 ($ in Thousands)
Interest income in accordance with original terms$16,811
 $11,745
 $14,259
Interest income recognized(10,228) (8,716) (9,384)
Reduction in interest income$6,583
 $3,029
 $4,875

 Years Ended December 31,
($ in Thousands)20192018201720162015
Interest income in accordance with original terms$12,032  $10,606  $16,205  $16,811  $11,745  
Interest income recognized(5,015) (5,500) (9,339) (10,228) (8,716) 
Reduction in interest income$7,016  $5,106  $6,866  $6,583  $3,029  


Allowance for Credit Losses
Credit risks within the loan portfolio are inherently different for each loan type. Credit risk is controlled and monitored through the use of lending standards, a thorough review of potential borrowers, and ongoing review of loan payment performance. Active asset quality administration, including early problem loan identification and the timely resolution of problems, aids in the management of credit risk and minimization of loan losses. Credit risk management for each loan type is discussed briefly in the section entitled “CreditCredit Risk.

See Note 4 Loans of the notes to consolidated financial statements for additional disclosures on the allowance for credit losses.
The allowance for credit losses is comprised of the allowance for loan losses and the allowance for unfunded commitments. The level of the allowance for loan losses represents management’s estimate of an amount appropriate to provide for probable credit losses in the loan portfolio at the balance sheet date. The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets.
The Corporation’s allowance for loan losses methodology considers an estimate of the historical loss emergence period (which is the period of time between the event that triggers a loss and the confirmation and / or charge off of that loss), probability of default, and loss given default for each loan portfolio segment. ToThe methodology applied by the Corporation, designed to assess the appropriateness of the allowance for loan losses, anis based upon credit report refreshes and management’s ongoing review and grading of the loan portfolio into criticized loan categories (defined as specific loans warranting either specific allocation, or a criticized status of special mention, substandard, doubtful, or loss). The methodology is applied by the Corporation whichalso focuses on the evaluation of many factors, including but not limited to: evaluation of facts and issues related to specific loans, management’s ongoing review and grading of the loan portfolio, credit report refreshes, consideration of historical loan loss and delinquency experience on each portfolio category, trends in past due and nonaccrual loans, the level of potential problem loans, the risk characteristics of the various classifications of loans,loan segments, changes in the size and character of the loan portfolio, concentrations of loans to specific borrowers or industries, existing economic conditions, the fair value of underlying collateral, and other qualitative and quantitative factors which could affect potential credit losses. Assessing these factors involves significant judgment. Because each of the criteria used is subject to change, the allowance for loan losses is not necessarily indicative of the trend of future loan losses in any particular category.segment. Therefore, management considers the allowance for loan losses a critical accounting policy — see(see section “CriticalCritical Accounting Policies.”Policies). See section “NonperformingNonperforming Assets for a detailed discussion on asset quality. See also management’s allowance for loan losses accounting policy in Note 1 Summary of Significant Accounting Policies and see Note 4 Loans of the notes to consolidated financial statements for additional allowance for loan losses disclosures. Table 76 provides information on loan growth and composition, Tables 1314 and 1516 provide additional information regarding activity in the allowance for loan losses, and Table 1112 provides additional information regarding nonperforming assets.
47



The methodology used for the allocationdetermination of the allowance for loan losses at December 31, 2016, 2015,2019, 2018, and 20142017 was generally comparable, whereby the Corporation segregated its loss factors (used for both criticized and non-criticized loans) into a component primarily based on historical loss rates and a component primarily based on other qualitative factors that are probable to affect loan collectability.comparable. The allocation methodology consists of the following components: First, a valuation allowance estimate is established for specifically identified commercial and consumer loans determined by the Corporation to be impaired, using discounted cash flows, estimated fair value of underlying collateral, and / or other data available. Second, management allocates the allowance for loan losses with loss factors by loan segment. Loans are segmented for criticized loan pools by loan type as well as for non-criticized loan pools by loan type, primarily based on historical loss rates after considering loan type, historical loss and delinquency experience, credit quality, and industry statistics.classifications. Loans that have been criticized are considered to have a higher risk of default than non-criticized loans, as circumstances were present to support the lower loan grade, warranting higher loss factors. The loss factors applied in the methodology are periodically re-evaluated and adjusted to reflect changes in historical loss levels or other risks. Lastly,Additionally, management allocates allowance for loan losses to absorb unrecognized losses that may not be provided for by the other components due to otherqualitative factors evaluated by management, such as limitations within the credit risk grading process, known current economic or business conditions that may not yet show in trends, industry or other concentrations with current issues that impose higher inherent risks than are reflected in the loss factors, and other relevant considerations. The total allowance is available to absorb losses from any segment of the loan portfolio. The allocation of the Corporation’s allowance for loan losses for the last five years is shown in Table 15.16.

48




During the second quarter of 2016, in conjunction with the annual stress testing processes and continual review ofTable 14 Allowance for Credit Losses
Years Ended December 31,
($ in Thousands)20192018201720162015
Allowance for loan losses
Balance at beginning of period$238,023  $265,880  $278,335  $274,264  $266,302  
Provision for loan losses18,500  2,500  27,000  69,000  38,000  
Loans charged off
Commercial and industrial(63,315) (30,837) (44,533) (71,016) (27,687) 
Commercial real estate — owner occupied(222) (1,363) (344) (512) (2,645) 
Commercial and business lending(63,537) (32,200) (44,877) (71,528) (30,332) 
Commercial real estate — investor—  (7,914) (991) (1,504) (4,645) 
Real estate construction(60) (298) (604) (558) (750) 
Commercial real estate lending(60) (8,212) (1,595) (2,062) (5,395) 
Total commercial(63,597) (40,412) (46,472) (73,590) (35,727) 
Residential mortgage(3,322) (1,627) (2,611) (4,332) (5,636) 
Home equity(1,846) (3,236) (2,724) (4,686) (7,048) 
Other consumer(5,548) (5,261) (4,439) (3,831) (3,869) 
Total consumer(10,716) (10,124) (9,774) (12,849) (16,553) 
Total loans charged off(74,313) (50,536) (56,246) (86,439) (52,280) 
Recoveries of loans previously charged off
Commercial and industrial11,875  13,714  11,465  14,543  9,821  
Commercial real estate — owner occupied2,795  639  173  74  921  
Commercial and business lending14,670  14,353  11,638  14,617  10,742  
Commercial real estate — investor31  668  242  1,624  4,157  
Real estate construction302  446  74  203  2,268  
Commercial real estate lending333  1,114  316  1,827  6,425  
Total commercial15,003  15,467  11,954  16,444  17,167  
Residential mortgage692  1,271  927  755  1,077  
Home equity2,599  2,628  3,194  3,491  3,233  
Other consumer868  812  716  820  765  
Total consumer4,158  4,712  4,837  5,066  5,075  
Total recoveries19,161  20,179  16,791  21,510  22,242  
Net (charge offs) recoveries(55,152) (30,358) (39,455) (64,929) (30,038) 
Balance at end of period$201,371  $238,023  $265,880  $278,335  $274,264  
Allowance for unfunded commitments
Balance at beginning of period$24,336  $24,400  $25,400  $24,400  $24,900  
Provision for unfunded commitments(2,500) (2,500) (1,000) 1,000  (500) 
Amount recorded at acquisition70  2,436  —  —  —  
Balance at end of period$21,907  $24,336  $24,400  $25,400  $24,400  
Allowance for credit losses(a)
$223,278  $262,359  $290,280  $303,735  $298,664  
Provision for credit losses(b)
$16,000  $—  $26,000  $70,000  $37,500  

49



Table 14 Allowance for Credit Losses (continued)
Years Ended December 31,
($ in Thousands)20192018201720162015
Net loan (charge offs) recoveries
Commercial and industrial$(51,441) $(17,123) $(33,068) $(56,473) $(17,866) 
Commercial real estate — owner occupied2,573  (724) (171) (438) (1,724) 
Commercial and business lending(48,868) (17,848) (33,239) (56,911) (19,590) 
Commercial real estate — investor31  (7,246) (749) 120  (488) 
Real estate construction243  149  (530) (355) 1,518  
Commercial real estate lending274  (7,098) (1,279) (235) 1,030  
Total commercial(48,594) (24,946) (34,518) (57,146) (18,560) 
Residential mortgage(2,630) (355) (1,684) (3,577) (4,559) 
Home equity753  (608) 470  (1,195) (3,815) 
Other consumer(4,681) (4,448) (3,723) (3,011) (3,104) 
Total consumer(6,558) (5,412) (4,937) (7,783) (11,478) 
Total net (charge offs) recoveries$(55,152) $(30,358) $(39,455) $(64,929) $(30,038) 
Ratios
Allowance for loan losses to total loans0.88 %1.04 %1.28 %1.39 %1.47 %
Allowance for loan losses to net charge offs (annualized)3.7x  7.8x  6.7x  4.3x  9.1x  
(a) Includes the allowance for loan losses methodology, the Corporation further segmented its commercial and industrial loan portfolio into more refined risk categories. Specifically, the Corporation isolated certain mortgage warehouse lines structured as repurchase facilities as we own the underlying mortgage loan; thus, the inherent risk is lower in these transactions. As a result, the loss factors for these mortgage warehouse lines were updated to align more closely with those of similar portfolio mortgage loans, resulting in a $6 million reduction to the allowance for creditunfunded commitments.
(b) Includes the provision for loan losses duringand the second quarter of 2016.provision for unfunded commitments.
During 2014, this methodology was enhanced by estimating the loss emergence period using a more granular segmentation approach and by adjusting the multi-year probability of default based on an analysis of the historical portfolio default mix. The impact of this enhancement was not significant.
Table 13 Allowance for Credit Losses
 Years Ended December 31,
 20162015201420132012
 ($ in Thousands)
Allowance for Loan Losses:     
Balance at beginning of period$274,264
$266,302
$268,315
$297,409
$378,151
Provision for loan losses69,000
38,000
13,000
10,000
3,000
Loans charged off:     
Commercial and industrial(71,016)(27,687)(14,672)(35,352)(44,037)
Commercial real estate — owner occupied(512)(2,645)(3,476)(6,474)(4,080)
Commercial and business lending(71,528)(30,332)(18,148)(41,826)(48,117)
Commercial real estate — investor(1,504)(4,645)(4,529)(9,846)(14,000)
Real estate construction(558)(750)(1,958)(3,375)(3,588)
Commercial real estate lending(2,062)(5,395)(6,487)(13,221)(17,588)
Total commercial(73,590)(35,727)(24,635)(55,047)(65,705)
Residential mortgage(4,332)(5,636)(5,639)(13,755)(17,917)
Home equity revolving lines of credit(3,292)(4,386)(6,980)(10,855)(18,736)
Home equity loans junior liens(1,394)(2,662)(3,966)(7,015)(11,631)
Home equity(4,686)(7,048)(10,946)(17,870)(30,367)
Other consumer(3,831)(3,869)(2,876)(1,389)(3,057)
Total consumer(12,849)(16,553)(19,461)(33,014)(51,341)
Total loans charged off(86,439)(52,280)(44,096)(88,061)(117,046)
Recoveries of loans previously charged off:     
Commercial and industrial14,543
9,821
11,397
29,083
20,262
Commercial real estate — owner occupied74
921
1,806
339
453
Commercial and business lending14,617
10,742
13,203
29,422
20,715
Commercial real estate — investor1,624
4,157
9,996
6,961
4,796
Real estate construction203
2,268
816
5,511
2,129
Commercial real estate lending1,827
6,425
10,812
12,472
6,925
Total commercial16,444
17,167
24,015
41,894
27,640
Residential mortgage755
1,077
1,252
1,332
590
Home equity revolving lines of credit2,090
2,093
2,226
2,995
2,725
Home equity loans junior liens1,401
1,140
974
1,113
1,115
Home equity3,491
3,233
3,200
4,108
3,840
Other consumer820
765
616
1,633
1,234
Total consumer5,066
5,075
5,068
7,073
5,664
Total recoveries21,510
22,242
29,083
48,967
33,304
Net charge offs(64,929)(30,038)(15,013)(39,094)(83,742)
Balance at end of period$278,335
$274,264
$266,302
$268,315
$297,409
Allowance for Unfunded Commitments:     
Balance at beginning of period$24,400
$24,900
$21,900
$21,800
$14,700
Provision for unfunded commitments1,000
(500)3,000
100
7,100
Balance at end of period$25,400
$24,400
$24,900
$21,900
$21,800
Allowance for credit losses(A)
$303,735
$298,664
$291,202
$290,215
$319,209
Provision for credit losses(B)
$70,000
$37,500
$16,000
$10,100
$10,100


Table 13 Allowance for Credit Losses (continued)
 Years Ended December 31,
 20162015201420132012
 ($ in Thousands)
Net loan (charge offs) recoveries:     
Commercial and industrial$(56,473)$(17,866)$(3,275)$(6,269)$(23,775)
Commercial real estate — owner occupied(438)(1,724)(1,670)(6,135)(3,627)
Commercial and business lending(56,911)(19,590)(4,945)(12,404)(27,402)
Commercial real estate — investor120
(488)5,467
(2,885)(9,204)
Real estate construction(355)1,518
(1,142)2,136
(1,459)
Commercial real estate lending(235)1,030
4,325
(749)(10,663)
Total commercial(57,146)(18,560)(620)(13,153)(38,065)
Residential mortgage(3,577)(4,559)(4,387)(12,423)(17,327)
Home equity revolving lines of credit(1,202)(2,293)(4,754)(7,860)(16,011)
Home equity loans junior liens7
(1,522)(2,992)(5,902)(10,516)
Home equity(1,195)(3,815)(7,746)(13,762)(26,527)
Other consumer(3,011)(3,104)(2,260)244
(1,823)
Total consumer(7,783)(11,478)(14,393)(25,941)(45,677)
Total net charge offs$(64,929)$(30,038)$(15,013)$(39,094)$(83,742)
Ratios:     
Allowance for loan losses to total loans1.39%1.47%1.51%1.69%1.93%
Allowance for loan losses to net charge offs4.3x
9.1x
17.7x
6.9x
3.6x
(A)Includes the allowance for loan losses and the allowance for unfunded commitments.
(B)Includes the provision for loan losses and the provision for unfunded commitments.

Table 1415 Net (Charge Offs) Recoveries (A)(a)
Years Ended December 31,
(In Basis Points)20192018201720162015
Net loan (charge offs) recoveries
Commercial and industrial(68) (25) (52) (87) (29) 
Commercial real estate — owner occupied28  (9) (2) (5) (18) 
Commercial and business lending(58) (23) (46) (77) (28) 
Commercial real estate — investor—  (18) (2) —  (2) 
Real estate construction  (3) (3) 14  
Commercial real estate lending (13) (3) —   
Total commercial(36) (19) (28) (47) (16) 
Residential mortgage(3) —  (2) (6) (8) 
Home equity (6)  (12) (37) 
Other consumer(132) (119) (99) (74) (72) 
Total consumer(7) (6) (6) (10) (16) 
Total net (charge offs) recoveries(24) (13) (19) (33) (16) 
 Years Ended December 31,
(in basis points)20162015201420132012
  
Net loan (charge offs) recoveries:     
Commercial and industrial(87)(29)(6)(13)(59)
Commercial real estate — owner occupied(5)(18)(16)(53)(33)
Commercial and business lending(77)(28)(8)(21)(53)
Commercial real estate — investor N\M
(2)18
(10)(33)
Real estate construction(3)14
(12)27
(25)
Commercial real estate lending N\M
2
11
(2)(32)
Total commercial(47)(16)(1)(14)(45)
Residential mortgage(6)(8)(9)(27)(39)
Home equity revolving lines of credit(14)(26)(54)(88)(159)
Home equity loans junior liens1
(107)(160)(250)(344)
Home equity(12)(37)(73)(122)(202)
Other consumer(74)(72)(53)6
(36)
Total consumer(10)(16)(23)(42)(73)
Total net charge offs(33)(16)(9)(25)(57)
(A)Ratio of net charge offs to average loans by loan type.
N/M = Not Meaningful

(a) Ratio of net charge offs to average loans by loan type
Notable Contributions to the Change in the Allowance for Credit Losses
At December 31, 2016, the allowance for credit losses was $304 million, compared to $299 million at December 31, 2015. At December 31, 2016, the allowance for loan losses to total loans was 1.39% and covered 101% of nonaccrual loans, compared to 1.47% and 154%, respectively, at December 31, 2015. Management believes the level of allowance for loan losses to be appropriate at December 31, 2016 and December 31, 2015.


Key contributors to the increase in the allowance for credit losses and the related provision for credit losses during December 31, 2016 were:

At December 31, 2016,2019, net charge offs of $65$55 million increased $35included $44 million from the comparable period in December 31, 2015, primarily due to the $59 million of charge offs on three large oil and gas related credits.charge offs and $11 million of net charge offs from all other portfolio categories. See Table 13,Tables 14, 15 and 1516 for additional information regarding the activity in the allowance for loan losses. See also oil and gas lending within the Credit Risk section for additional information.

Total loans increased $1.3 billion (7%)decreased $119 million, or 1%, from December 31, 2015, including a $6112018, primarily driven by the sale of approximately $240 million (14%) increaseof portfolio mortgages during the third quarter of 2019, which was partially offset by $116 million in commercial real estate lending, a $452 million (6%) increase in total consumer and a $278 million (4%) increase in commercial and business lending.loans acquired during the second quarter of 2019 from the Huntington branch acquisition. See section “Loans”Loans for additional information on the changes in the loan portfolio and see section “Credit Risk”Credit Risk for discussion about credit risk management for each loan type.

Total nonaccrual loans increased $97decreased $10 million from December 31, 20152018, primarily due todriven by a $12 million nonaccrual loan sale that occurred during the risk migrationthird quarter of oil and gas related credits. See Table 8 for additional information on the oil and gas portfolio.2019. See also Note 4 Loans of the notes to consolidated financial statements and section “Nonperforming Assets”Nonperforming Assets for additional disclosures on the changes in asset quality.

50


Potential problem loans increased $49 million from December 31, 2015, primarily due to the risk migration on general commercial loans. See Table 11 for additional information on the changes in potential problem loans.

The allowance for loan losses attributable to oil and gas related credits (included within the commercial and industrial allowance for loan losses) was $38$12 million atfor both December 31, 2016, compared to $42 million at2019 and December 31, 2015. See also oil and gas lending within the "Credit Risk" section for additional information.2018, respectively.
The allowance for unfunded commitments of $25 million increased $1 million from December 31, 2015, driven by risk rating migration and new volumes.


Table 1516 Allocation of the Allowance for Loan Losses
 As of December 31,
($ in Thousands)20192018201720162015 
(a)(a)(a)(a)(a)
Commercial and industrial$91,133  1.24 %$108,835  1.47 %$123,068  1.92 %$140,126  2.16 %$129,959  2.10 %
Commercial real estate — owner occupied10,284  1.13 %9,255  1.01 %10,352  1.29 %14,034  1.56 %18,680  2.03 %
Commercial and business lending101,417  1.23 %118,090  1.42 %133,420  1.85 %154,160  2.09 %148,639  2.09 %
Commercial real estate — investor40,514  1.07 %40,844  1.09 %41,059  1.24 %45,285  1.27 %43,018  1.33 %
Real estate construction24,915  1.75 %28,240  2.12 %34,370  2.37 %26,932  1.88 %25,266  2.17 %
Commercial real estate lending65,428  1.25 %69,084  1.36 %75,429  1.58 %72,217  1.44 %68,284  1.55 %
Total commercial166,846  1.24 %187,174  1.40 %208,849  1.74 %226,377  1.83 %216,923  1.89 %
Residential mortgage16,960  0.21 %25,595  0.31 %29,607  0.39 %27,046  0.43 %28,261  0.49 %
Home equity10,926  1.28 %19,266  2.15 %22,126  2.50 %20,364  2.18 %23,555  2.34 %
Other consumer6,639  1.89 %5,988  1.65 %5,298  1.37 %4,548  1.15 %5,525  1.32 %
Total consumer34,525  0.37 %50,849  0.53 %57,031  0.65 %51,958  0.68 %57,341  0.80 %
Total allowance for loan losses$201,371  0.88 %$238,023  1.04 %$265,880  1.28 %$278,335  1.39 %$274,264  1.47 %
 As of December 31,
 2016 2015 2014 2013 2012 
 ($ in Thousands)
  (A)
 (A)
 (A)
 (A)
 (A)
Commercial and industrial$140,126
2.16%$129,959
2.10%$117,635
1.97%$106,108
2.18%$100,876
2.21%
Commercial real estate — owner occupied14,034
1.56%18,680
2.03%16,510
1.64%19,476
1.75%27,389
2.25%
Commercial and business lending154,160
2.09%148,639
2.09%134,145
1.93%125,584
2.10%128,265
2.22%
Commercial real estate — investor45,285
1.27%43,018
1.33%46,333
1.52%58,156
1.98%63,181
2.17%
Real estate construction26,932
1.88%25,266
2.17%20,999
2.08%23,418
2.61%20,741
3.16%
Commercial real estate lending72,217
1.44%68,284
1.55%67,332
1.66%81,574
2.13%83,922
2.36%
Total commercial226,377
1.83%216,923
1.89%201,477
1.83%207,158
2.11%212,187
2.27%
Residential mortgage27,046
0.43%28,261
0.49%31,926
0.63%30,809
0.67%38,861
0.89%
Home equity20,364
2.18%23,555
2.34%26,464
2.52%27,932
2.58%42,062
3.49%
Other consumer4,548
1.15%5,525
1.32%6,435
1.42%2,416
0.59%4,299
0.92%
Total consumer51,958
0.68%57,341
0.80%64,825
0.99%61,157
1.01%85,222
1.41%
Total allowance for loan losses$278,335
1.39%$274,264
1.47%$266,302
1.51%$268,315
1.69%$297,409
1.93%
(a) Allowance for loan losses category as a percentage of total loans by category.
(A)Allowance for loan losses category as a percentage of total loans by category.
Consolidated net income and stockholders’ equity could be affected if management’s estimate of the allowance for loan losses is subsequently materially different, requiring additional or less provision for loan losses to be recorded. Management carefully considers numerous detailed and general factors, its assumptions, and the likelihood of materially different conditions that could alter its assumptions. While management uses currently available information to recognize losses on loans, future adjustments to the allowance for loan losses may be necessary based on newly received appraisals, updated commercial customer financial statements, rapidly deteriorating customer cash flow, and changes in economic conditions that affect our customers. Additionally, larger credit relationships do not inherently create more risk, but can create wider fluctuations in net charge offs and asset quality measures. As an integral part of their examination process,processes, various federal and state regulatory agencies also review the allowance for loan losses. These agencies may require additions to the allowance for loan losses or may require that certain loan balances be charged off or downgraded into criticized loan categories when their credit evaluations differ from those of management, based on their judgments about information available to them at the time of their examination.examinations.
Investment Securities Portfolio
Management of the investment securities portfolio involves the maximization of income while actively monitoring the portfolio's liquidity, market risk, quality of the investment securities, and its role in balance sheet and capital management. The Corporation classifies its investment securities as available for sale, or held to maturity, or equity securities on the consolidated balance sheets at the time of purchase.purchase or adoption of a new accounting standard. Securities classified as available for sale may be sold from time to time in order to help manage interest rate risk, liquidity, credit quality, capital levels, or to take advantage of relative value opportunities in the marketplace. Investment securities classified as available for sale are carried at fair value inon the consolidated balance sheets, while investment securities classified as held to maturity are carried at amortized cost inon the consolidated balance sheets. The majorityInvestment securities classified as equity securities are carried at fair value with changes in fair value immediately reflected in earnings for periods after December 31, 2017.
51



Table 17 Investment Securities Portfolio
 At December 31,
($ in Thousands)2019% of Total2018% of Total2017% of Total
Investment securities available for sale
Amortized cost
U.S. Treasury securities$—  — %$1,000  <1%$1,003  <1%
Obligations of state and political subdivisions (municipal securities)529,908  16 %—  — %—  — %
Residential mortgage-related securities
FNMA / FHLMC131,158  %296,296  %457,680  11 %
GNMA982,941  30 %2,169,943  54 %1,944,453  47 %
Private-label—  — %1,007  <1%1,067  <1%
Commercial mortgage-related securities
FNMA / FHLMC19,929  %—  — %—  — %
GNMA1,314,836  40 %1,273,309  32 %1,547,173  38 %
FFELP asset-backed securities270,178  %297,347  %144,322  %
Other debt securities3,000  <1 %  3,000  <1%  3,200  <1%  
Equity securities(a)
—  — %—  — %1,519  <1%
Total amortized cost$3,251,950  100 %$4,041,902  100 %$4,100,417  100 %
Fair value
U.S. Treasury securities$—  — %$999  <1%$996  <1%
Obligations of state and political subdivisions (municipal securities)546,160  17 %—  — %—  — %
Residential mortgage-related securities
FNMA / FHLMC132,660  %295,252  %464,768  11 %
GNMA985,139  30 %2,128,531  54 %1,913,350  47 %
Private-label—  — %1,003  <1%1,059  <1%
Commercial mortgage-related securities
FNMA / FHLMC21,728  %—  — %—  — %
GNMA1,310,207  40 %1,220,797  31 %1,513,277  37 %
FFELP asset-backed securities263,693  %297,360  %145,176  %
Other debt securities3,000  <1 %  3,000  <1%  3,188  <1%  
Equity securities(a)
—  — %—  — %1,632  <1%
Total fair value and carrying value$3,262,586  100 %$3,946,941  100 %$4,043,446  100 %
Net unrealized holding gains (losses)$10,636  $(94,961) $(56,971) 
Investment securities held to maturity
Amortized cost
U.S. Treasury securities$999  <1 %$—  — %$—  — %
Obligations of state and political subdivisions (municipal securities)1,418,569  64 %1,790,683  65 %1,281,320  56 %
Residential mortgage-related securities
FNMA / FHLMC81,676  %92,788  %40,995  %
GNMA269,523  12 %351,606  13 %414,440  18 %
GNMA commercial mortgage-related securities434,317  20 %505,434  18 %546,098  24 %
Total amortized cost and carrying value$2,205,083  100 %$2,740,511  100 %$2,282,853  100 %
Fair value
U.S. Treasury securities$1,018  < 1%$—  — %$—  — %
Obligations of state and political subdivisions (municipal securities)1,487,227  65 %1,783,659  66 %1,292,042  56 %
Residential mortgage-related securities
FNMA / FHLMC83,420  %91,162  %40,904  %
GNMA270,296  12 %345,035  13 %410,740  18 %
GNMA commercial mortgage-related securities434,503  19 %490,414  18 %539,888  24 %
Total fair value$2,276,465  100 %$2,710,271  100 %$2,283,574  100 %
Net unrealized holding gains (losses)$71,381  $(30,240) $721  
Equity securities
Equity securities carrying value and fair value(a)
$15,090  100 %$1,568  100 %$—  — %
(a) As a result of the Corporation's investmentadoption of ASU 2016-01 effective January 1, 2018, equity securities are mortgage-relatedno longer presented within available for sale securities issued by the Government National Mortgage Association (“GNMA”) or GSEs suchand are now presented as the Federal National Mortgage Association (“FNMA”) and the Federal Home Loan Mortgage Corporation (“FHLMC”).


Table 16 Investment Securities Portfolioequity securities.
52

 At December 31,
 2016% of Total2015% of Total2014% of Total
 ($ in Thousands)
Investment Securities Available for sale:      
Amortized Cost:      
U.S. Treasury securities$1,000
<1%
$999
<1%
$999
<1%
Obligations of state and political subdivisions (municipal securities)



560,839
10
Residential mortgage-related securities:      
FNMA / FHLMC625,234
13
1,388,995
28
3,534,240
66
GNMA2,028,301
43
1,605,956
32
165,863
3
Private-label1,134
<1
1,722
<1
2,297
<1
GNMA commercial mortgage-related securities2,064,508
44
1,982,477
40
1,097,913
20
Other securities (debt and equity)4,718
<1
4,718
<1
6,108
<1
Total amortized cost$4,724,895
100%$4,984,867
100%$5,368,259
100%
Fair Value:      
U.S. Treasury securities$1,000
<1%
$997
<1%
$998
<1%
Municipal securities



582,679
11
Residential mortgage-related securities:      
FNMA / FHLMC639,930
14
1,414,626
28
3,563,457
66
GNMA2,004,475
43
1,590,003
32
167,332
3
Private-label1,121
<1
1,709
<1
2,294
<1
GNMA commercial mortgage-related securities2,028,898
43
1,955,310
39
1,073,893
20
Other securities (debt and equity)4,802
<1
4,769
<1
6,159
<1
Total fair value and carrying value$4,680,226
100%$4,967,414
100%$5,396,812
100%
Net unrealized holding gains (losses)$(44,669) $(17,453) $28,553
 
Investment Securities Held to maturity:      
Amortized Cost:      
Municipal securities$1,145,843
90%$1,043,767
89%$404,455
100%
Residential mortgage-related securities:      
FNMA / FHLMC37,697
3%41,469
4%
%
GNMA89,996
7%82,994
7%
%
Total amortized cost and carrying value$1,273,536
100%$1,168,230
100%$404,455
100%
Fair Value:      
Municipal securities$1,137,675
90%$1,060,231
90%$413,067
100%
Residential mortgage-related securities:      
FNMA / FHLMC37,443
3%41,337
3%
%
GNMA89,556
7%82,874
7%
%
Total fair value$1,264,674
100%$1,184,442
100%$413,067
100%
Net unrealized holding gains (losses)$(8,862) $16,212
 $8,612
 


At December 31, 2016,2019, the Corporation’s investment securities portfolio did not contain securities of any single non-government or non-GSE issuer that were payable from and secured by the same source of revenue or taxing authority where the aggregate carrying value of such securities exceeded 5% of stockholders’ equity or approximately $155$196 million.
The Corporation did not recognize any credit-related other-than-temporary impairment write-downs during 2016, 2015,2019, 2018, or 2014.2017. See Note 1 Summary of Significant Accounting Policies for management's accounting policy for


investment securities and Note 3 Investment Securities of the notes to consolidated financial statements for additional investment securities disclosures.
Available for Sale
Agency Residential and Agency Commercial Mortgage-relatedMortgage-Related Securities: At December 31, 2016 Residential and 2015, residentialcommercial mortgage-related securities (which include predominantly GNMA, FNMA, and FHLMC mortgage-backed securities and collateralized mortgage obligations) represented 57% and 60%, respectively of total available for sale investment securities based on fair value, while at December 31, 2016, GNMA commercial mortgage-related securities were 43% of total available for sale investment securities compared to 39% of total available for sale investment securities at December 31, 2015.CMOs. The fair value of these mortgage-related securities is subject to inherent risks, based upon the future performance of the underlying collateral (i.e. mortgage loans) for these securities, such as prepayment risk and interest rate changes. The Corporation regularly assesses valuation and credit quality underlyingof these securities.
Other Securities (Debt and Equity): At both December 31, 2016 and 2015, other securities were $5 million, and were primarily comprised of debt securities. Debt securities primarily mature within 3 years and have a rating of A.
Held to Maturity
Municipal Securities:The municipal securities relate to various state and political subdivisions and school districts. The municipal securities portfolio is regularly assessed for credit quality and deterioration. The Corporation made a one-time election during the third quarter of 2019 to transfer municipal securities with an amortized cost of $692 million from held to maturity to available for sale, as permitted by the adoption of ASU 2019-04.
FFELP Asset-Backed Securities: FFELP asset-backed securities are collateralized with government guaranteed student loans.
Other Debt Securities: Other debt securities are primarily comprised of debt securities that mature within 3 years and have a rating of A.
Held to Maturity
Municipal Securities: The municipal securities relate to various state and political subdivisions and school districts. The municipal securities portfolio is regularly assessed for credit quality and deterioration.
Agency Residential Mortgage-relatedMortgage-Related Securities:The residential mortgage-related securities in held to maturity wereare comprised of select Community Reinvestment ActCRA mortgage-backed securities and select CMOs.
GNMA Commercial Mortgage-Related Securities: The commercial mortgage-related securities.securities issued by GNMA are classified in held to maturity when a component qualifies for CRA purposes.
Equity Securities
Equity Securities with Readily Determinable Fair Values: The Corporation's portfolio of equity securities with readily determinable fair values is primarily comprised of CRA Qualified Investment mutual funds.
Equity Securities without Readily Determinable Fair Values: The Corporation's portfolio of equity securities without readily determinable fair values consists of 77,000 Visa Class B restricted shares that the Corporation received in 2008 as part of Visa's initial public offering.
Regulatory Stock (Federal Home Loan Bank "FHLB"(FHLB and Federal Reserve System)
In addition to the available for sale, and held to maturity, and equity investment securities noted above, the Corporation is also required to hold certain regulatory stock. The Corporation is required to maintain Federal Reserve stock and FHLB stock as a member banks of both the Federal Reserve System and the FHLB, and in amounts as required by these institutions. See Note 3 Investment Securities of the notes to consolidated financial statements for additional information on the regulatory stock.

53





TABLE 17Table 18 Investment Securities Portfolio Maturity Distribution(1)(a)
December 31, 2019
($ in Thousands)Amortized CostFair Value
Yield(b)
Available for sale securities
Obligations of state and political subdivisions (municipal securities)
Within one year$1,795  $1,800  4.65 %
After one but within five years30,399  30,901  3.21 %
After five years but within ten years317,292  326,361  3.28 %
After ten years180,422  187,098  3.52 %
Total obligations of state and political subdivisions (municipal securities)$529,908  $546,160  3.37 %
Agency residential mortgage-related securities
Within one year$8,113  $8,140  3.29 %
After one but within five years1,060,849  1,064,496  2.46 %
After five years but within ten years45,137  45,163  2.34 %
Total agency residential mortgage-related securities$1,114,100  $1,117,799  2.46 %
Agency commercial mortgage-related securities
Within one year$20,211  $20,225  2.66 %
After one but within five years545,064  541,975  2.29 %
After five years but within ten years769,490  769,735  2.58 %
Total agency commercial mortgage-related securities$1,334,765  $1,331,935  2.46 %
FFELP asset-backed securities
Within one year$45,862  $44,877  2.70 %
After five years but within ten years224,316  218,815  2.59 %
Total FFELP asset-backed securities$270,178  $263,693  2.61 %
Other debt securities
Within one year$1,000  $1,000  2.39 %
After one but within five years2,000  2,000  3.18 %
Total other debt securities$3,000  $3,000  2.91 %
Total available for sale securities$3,251,950  $3,262,586  2.62 %
Held to maturity securities
U. S. Treasury securities
After one but within five years$999  $1,018  2.56 %
Total U. S. Treasury securities$999  $1,018  2.56 %
Obligations of state and political subdivisions (municipal securities)
Within one year$29,033  $29,218  4.23 %
After one but within five years81,024  82,227  3.79 %
After five years but within ten years136,138  140,704  3.72 %
After ten years1,172,373  1,235,077  4.06 %
Total obligations of state and political subdivisions (municipal securities)$1,418,569  $1,487,227  4.02 %
Agency residential mortgage-related securities
Within one year$53  $54  5.82 %
After one but within five years229,088  229,379  2.22 %
After five years but within ten years80,386  81,936  3.11 %
After ten years41,672  42,348  3.21 %
Total agency residential mortgage-related securities$351,198  $353,717  2.54 %
GNMA commercial mortgage-related securities
After one but within five years$325,738  $329,317  2.18 %
After five years but within ten years108,579  105,186  1.89 %
Total GNMA commercial mortgage-related securities$434,317  $434,503  2.11 %
Total held to maturity securities$2,205,083  $2,276,465  3.40 %
Equity securities
Equity securities with readily determinable fair values$1,646  $1,646  — %
Equity securities without readily determinable fair values13,444  13,444  — %
Total equity securities$15,090  $15,090  — %
(a) Expected maturities will differ from contractual maturities, as borrowers may have the right to call or repay obligations with or without call or prepayment penalties.
(b) Yields on tax-exempt securities are computed on a fully tax-equivalent basis using a tax rate of 21% and are net of the effects of certain disallowed interest deductions.
54



 December 31, 2016
 Amortized CostFair Value
Yield (2)
Available for sale securities($ in Thousands)
U. S. Treasury securities:   
Within one year$1,000
$1,000
0.67%
Total U. S. Treasury securities$1,000
$1,000
0.67%
Residential mortgage-related securities:   
Within one year$25,115
$25,314
3.48%
After one but within five years1,853,225
1,850,807
2.37%
After five years but within ten years775,203
768,208
2.15%
After ten years1,126
1,197
3.68%
Total Residential mortgage-related securities$2,654,669
$2,645,526
2.31%
GNMA commercial mortgage-related securities:   
Within one year$17,306
$17,275
1.57%
After one but within five years1,273,257
1,262,548
2.01%
After five years but within ten years773,945
749,075
2.03%
Total GNMA commercial mortgage-related securities$2,064,508
$2,028,898
2.01%
Other debt and equity securities:   
Within one year$3,500
$3,479
1.32%
After one but within five years1,200
1,200
2.18%
Marketable equity securities18
123
%
Total Other debt and equity securities$4,718
$4,802
1.54%
Total available for sale securities$4,724,895
$4,680,226
2.18%
    
Held to maturity securities   
Municipal securities:   
Within one year$38,791
$28,517
4.18%
After one but within five years257,652
264,427
5.15%
After five years but within ten years229,063
229,364
3.95%
After ten years620,337
615,367
4.26%
Total Municipal securities$1,145,843
$1,137,675
4.40%
Residential mortgage-related securities:   
Within one year$308
$
3.11%
After one but within five years30,143
30,311
2.65%
After five years but within ten years42,907
42,734
2.85%
After ten years54,335
53,954
3.07%
Total Residential mortgage-related securities$127,693
$126,999
2.90%
Total held to maturity securities$1,273,536
$1,264,674
4.25%
(1) Expected maturities will differ from contractual maturities, as borrowers may have the right to call or repay obligations with or without call or prepayment penalties.
(2) Yields on tax-exempt securities are computed on a fully tax-equivalent basis using a tax rate of 35% and have not been adjusted for certain disallowed interest deductions.


ANALYSIS OF DEPOSITS AND FUNDINGAnalysis of Deposits and Funding
Deposits and Customer Funding
The following table summarizes the composition of our deposits and customer funding at December 31, 2016 and 2015.funding:
Table 1819 Period End Deposit and Customer Funding Composition
As of December 31,
($ in Thousands)201920182017
Noninterest-bearing demand$5,450,709  $5,698,530  $5,478,416  
Savings2,735,036  2,012,841  1,524,992  
Interest-bearing demand5,329,717  5,336,952  4,603,157  
Money market7,640,798  9,033,669  8,830,328  
Brokered CDs5,964  192,234  18,609  
Other time2,616,839  2,623,167  2,330,460  
Total deposits23,779,064  24,897,393  22,785,962  
Customer funding(a)
103,113  137,364  250,332  
Total deposits and customer funding$23,882,177  $25,034,757  $23,036,294  
Network transaction deposits(b)
$1,336,286  $2,276,296  $2,520,968  
Brokered CDs5,964  192,234  18,609  
Total network and brokered funding1,342,250  2,468,530  2,539,577  
Net deposits and customer funding (total deposits and customer funding, excluding Brokered CDs and network transaction deposits)$22,539,927  $22,566,227  $20,496,717  
 As of December 31,
 20162015
 ($ in Thousands)
Noninterest-bearing demand$5,392,208
$5,562,466
Savings1,431,494
1,334,420
Interest-bearing demand4,687,656
3,445,000
Money market8,770,963
9,102,977
Brokered CDs52,725
42,443
Other time1,553,402
1,520,359
Total deposits21,888,448
21,007,665
Customer repo sweeps300,197
383,568
Total deposits and customer funding$22,188,645
$21,391,233
Network transaction deposits included above in interest-bearing demand & money market$3,895,467
$3,174,911
Brokered CDs52,725
42,443
Total network and brokered funding3,948,192
3,217,354
Net customer deposits and funding (1)$18,240,453
$18,173,879
(1) Total deposits and customer funding excluding total network and brokered funding.  
(a) Securities sold under agreement to repurchase and commercial paper.
(b) Included above in interest-bearing demand and money markets.
Deposits are the Corporation's largest source of funds.
Total deposits decreased $1.1 billion, or 4%, from December 31, 2018 in conjunction with the Corporation's deleveraging strategy. On June 14, 2019, the Corporation assumed $725 million in deposits from the Huntington branch acquisition. As a result of the acquisition, the Corporation was able to reduce higher cost brokered CDs and network deposits.
Non-maturity deposit accounts comprised of savings, money market, and demand (both interest and non-interest bearing demand) accounts, accounted for 93%89% of our total deposits at December 31, 2016.2019.
Included in the above amounts were $3.9$1.3 billion of network deposits, a decrease of $940 million, or 41%, from December 31, 2018. These deposits are primarily sourced from other financial institutions and intermediaries. Network deposits represented 18%6% of our deposits at December 31, 2016.2019, which was down from 9% of our deposits at December 31, 2018.
Table 1920 Maturity Distribution-Certificates of Deposit and Other Time Deposits of $100,000 or More
 As of December 31, 2019
($ in Thousands)Certificates
of Deposit
Other
Time Deposits
Total Certificates
of Deposits and Other
Time Deposits
Three months or less$212,176  $228,336  $440,512  
Over three months through six months151,191  127,234  278,424  
Over six months through twelve months203,497  158,057  361,554  
Over twelve months179,001  86,862  265,864  
Total$745,865  $600,489  $1,346,354  
 As of December 31, 2016
 
Certificates
of Deposit
 
Other
Time Deposits
 
Total Certificates
of Deposits and Other
Time Deposits
 ($ in Thousands)
Three months or less$114,308
 $86,965
 $201,273
Over three months through six months30,361
 34,639
 65,000
Over six months through twelve months46,416
 29,596
 76,012
Over twelve months203,966
 24,883
 228,849
Total$395,051
 $176,083
 $571,134
Deposits are the Corporation’s largest source of funds. Selected period-endperiod end deposit information is detailed in Note 78 Deposits of the notes to consolidated financial statements, including a maturity distribution of all time deposits at December 31, 2016.2019. See Table 2 for additional information on average deposit balances and deposit rates.


55



Other Funding Sources
Short-term funding:Short-Term Funding: Short-term funding is comprised primarily of short-term FHLB advances;federal funds purchased, securities sold under agreements to repurchase; Federal funds purchasedrepurchase, and commercial paper. Many short-term funding sources particularly Federal funds purchased and securities sold under agreements to repurchase, are expected to be reissued and, therefore, do not represent an immediate need for cash. Short-term funding sources at December 31, 2019 were $465 million, an increase of $308 million from December 31, 2018. The increase in short-term funding was primarily due to an increase in federal funds purchased.
Long-Term Funding: Long-term funding is comprised of senior notes, subordinated notes, and finance leases. Long-term funding at December 31, 2019 was $549 million, a decrease of $246 million from December 31, 2018, primarily due to the redemption of $250 million of senior notes on October 15, 2019.
FHLB Advances: FHLB advances are comprised of short-term FHLB advances (with original contractual maturities of one year or less) and long-term FHLB advances (with original contractual maturities greater than one year). FHLB advances at December 31, 2019 were $3.2 billion, down $393 million from December 31, 2018, primarily due to a decrease in short-term FHLB advances.
See Note 8 Short-Term9 Short- and Long-Term Funding of the notes to consolidated financial statements for additional information on short-term funding.funding, long-term funding, and FHLB advances. See Table 2 for additional information on average funding and rates.
Short-term funding sources at December 31, 2016 were approximately $1.1 billion, an increase of $258 million from December 31, 2015. The increase in short-term funding was primarily due to increases in FHLB advances and federal funds purchased.
Long-term funding: Long-term funding is comprised primarily of long-term FHLB advances, senior notes and subordinated notes. See Note 9 Long-Term Funding of the notes to consolidated financial statements for additional information on long-term funding. See Table 2 for additional information on average funding and rates.
Long-term funding at December 31, 2016, was approximately $2.8 billion, an increase of $85 million from December 31, 2015, primarily due to a $515 million increase in long-term FHLB advances, partially offset by the redemption of $430 million in senior notes in February 2016.
Liquidity
The objective of liquidity risk management is to ensure that the Corporation has the ability to generate sufficient cash or cash equivalents in a timely and cost effective manner to satisfy the cash flow requirements of depositors and borrowers and to meet its other commitments as they become due. The Corporation’s liquidity risk management process is designed to identify, measure, and manage the Corporation’s funding and liquidity risk to meet its daily funding needs in the ordinary course of business, as well as to address expected and unexpected changes in its funding requirements. The Corporation engages in various activities to manage its liquidity risk, including diversifying its funding sources, stress testing, and holding readily-marketable assets which can be used as a source of liquidity, if needed.
The Corporation performs dynamic scenario analysis in accordance with current industry best practices. Measures have been established to ensure the Corporation has sufficient high quality short-term liquidity to meet cash flow requirements under stressed scenarios. In addition, the Corporation also reviews static measures such as deposit funding as a percent of total assets and liquid asset levels. Strong capital ratios, credit quality, and core earnings are also essential to maintaining cost effective access to wholesale funding markets. At December 31, 2016,2019, the Corporation was in compliance with its internal liquidity objectives and has sufficient asset based liquidity to meet its obligations even under a stressed scenario.
The Corporation maintains diverse and readily available liquidity sources:sources, including:

Investment securities, which are an important tool to the Corporation’s liquidity objective and can be pledged or sold to enhance liquidity, if necessary. See Note 3 Investment Securities of the notes to consolidated financial statements for additional information on the Corporation's investment securities portfolio, including pledged investment securities pledged.securities.

The Bank pledgesPledgeable loan collateral, which is eligible loans tocollateral with both the Federal Reserve Bank and the FHLB as collateral to establishunder established lines of credit and borrow from these entities.credit. Based on the amount of collateral pledged, the FHLB established a collateral value from which the Bank may draw advances against the collateral. The collateral is also used to enable the FHLB to issue letters of credit in favor of public fund depositors of the Bank. As of December 31, 2016,2019, the Bank had $2.8$4.3 billion available for future advances. The Federal Reserve Bank also establishes a collateral value of assets to support borrowings from the discount window. As of December 31, 2016,2019, the Bank had $2.1$1.2 billion available for discount window borrowings.


TheA $200 million Parent Company has a $200 million commercial paper program, of which $102$32 million was outstanding at December 31, 2016.2019.

Dividends and service fees from subsidiaries, as well as the proceeds from issuance of capital, are also funding sources for the Parent Company.

TheEquity issuances by the Parent CompanyCompany; the Corporation has filed a shelf registration statement with the SEC under which the Parent Company may, from time to time, offer shares of the Corporation’s common stock in connection with acquisitions of businesses, assets, or securities of other companies.

56


The
Other issuances by the Parent CompanyCompany; the Corporation also has filed a universal shelf registration statement with the SEC, under which the Parent Company may offer the following securities, either separately or in units: debt securities, preferred stock, depositary shares, common stock, and warrants.

TheBank issuances; the Bank may also issue institutional certificates of deposit, network transaction deposits, and brokered certificates of deposit.

Global Bank Note Program issuances; the Bank has implemented the program pursuant to which it may from time to time offer up to $2.0 billion aggregate principal amount of its unsecured senior and subordinated notes. In August 2018, the Bank issued $300 million of senior notes, due August 2021, and callable July 2021.
Credit ratings relate to the Corporation’s ability to issue debt securities and the cost to borrow money, and should not be viewed as an indication of future stock performance or a recommendation to buy, sell, or hold securities. Adverse changes in these factors could result in a negative change in credit ratings and impact not only the ability to raise funds in the capital markets but also the cost of these funds. The credit ratings of the Parent Company and the Bank at December 31, 20162019 are displayed below.below:
Table 2021 Credit Ratings
Moody’s
S&P*&P(a)
Associated Bank short-term depositsP-1— 
Associated Bank long-term deposits/issuerA1BBB+
Corporation short-termcommercial paperP-2— 
Corporation long-term senior debt/issuerBaa1BBB
OutlookNegativeStableStable
* -
(a) Standard and Poor's
For the year ended December 31, 2016,2019, net cash provided by operating and investing activities was $574 million and $1.6 billion, respectively, while financing activities used net cash of $2.5 billion, for a net decrease in cash, cash equivalents, and restricted cash of $288 million since year-end 2018. During 2019, total assets decreased to $32.4 billion, down $1.2 billion, or 4%, compared to year-end 2018, primarily due to net decreases of $1.2 billion in investment securities. On the funding side, deposits decreased $1.1 billion while funding, including short-term, long-term, and FHLB advances, was down $332 million. On June 14, 2019, the Corporation assumed $725 million of deposits from the Huntington branch acquisition. As a result of the acquisition, the Corporation was able to reduce higher cost brokered CDs and network deposits. The decrease in short-term, long-term, and FHLB advances was driven by the Corporation's redemption of $250 million in senior notes on October 15, 2019.
For the year ended December 31, 2018, net cash provided by operating and financing activities was $629$497 million and $1.2 billion, respectively, while investing activities used net cash of $1.6 billion, for a net increase in cash and cash equivalents of $169 million since year-end 2015. During 2016, net assets increased to $29.1 billion (up $1.4 billion or 5%) compared to year-end 2015, primarily due to a $1.7 billion net increase in loans. On the funding side, deposits increased $881 million and both short-term and long-term funding increased $258 million and $85 million, respectively.
For the year ended December 31, 2015, net cash provided by operating and financing activities was $302 million and $674$45 million, respectively, while investing activities used net cash of $1.5 billion,$381 million, for a net decreaseincrease in cash, and cash equivalents, and restricted cash of $558$161 million since year-end 2014.2017. During 2015, net2018, total assets increased to $27.7$33.6 billion, (up $894 millionup $3.2 billion, or 3%)10%, compared to year-end 2014,2017, primarily due to a $1.1$2.2 billion net increase in loans.loans, of which $1.9 billion was from the Bank Mutual acquisition. On the funding side, deposits increased $2.2$2.1 billion while funding, including short-term, long-term, and long-term funding decreased $234FHLB advances, was up $453 million, of which $1.8 billion and $1.3 billion,$432 million were from the Bank Mutual acquisition, respectively.



Quantitative and Qualitative Disclosures about Market Risk
Market risk and interest rate risk are managed centrally. Market risk is the potential for loss arising from adverse changes in the fair value of fixed incomefixed-income securities, equity securities, other earning assets, and derivative financial instruments as a result of changes in interest rates or other factors. Interest rate risk is the potential for reduced net interest income resulting from adverse changes in the level of interest rates. As a financial institution that engages in transactions involving an array of financial products, the Corporation is exposed to both market risk and interest rate risk. In addition to market risk, interest rate risk is measured and managed through a number of methods. The Corporation uses financial modeling simulation techniques that measure the sensitivity of future earnings due to changing rate environments to measure interest rate risk.
Policies established by the Corporation’s Asset / Liability Committee (“ALCO”)ALCO and approved by the Board of Directors are intended to limit these risks. The Board has delegated day-to-day responsibility for managing market and interest rate risk to ALCO. The primary objectives of market risk management is to minimize any adverse effect that changes in market risk factors may have on net interest income and to offset the risk of price changes for certain assets recorded at fair value.
57



Interest Rate Risk
The primary goal of interest rate risk management is to control exposure to interest rate risk within policy limits approved by the Board of Directors. These limits and guidelines reflect ourthe Corporation's risk appetite for interest rate risk over both short-term and long-term horizons. No interest rate limit breaches occurred during 2016.2019.
The major sources of ourthe Corporation's non-trading interest rate risk are timing differences in the maturity and re-pricing characteristics of assets and liabilities, changes in the shape of the yield curve, and the potential exercise of explicit or embedded options. We measure these risks and their impact by identifying and quantifying exposures through the use of sophisticated simulation and valuation models which as described in additional detail below, are employed by management to understand net interest income (NII)NII at risk, interest rate sensitive earnings at risk (EAR),EAR, and market value of equity (MVE)MVE at risk. These measures show that ourThe Corporation’s interest rate risk profile wasis such that a higher or steeper yield curve adds to income while a flatter yield curve is relatively neutral, and a lower or inverted yield curve generally has a negative impact on earnings. The Corporation's EAR profile is slightly asset sensitive at December 31, 2016, albeit slightly less sensitive than last year.2019.
MVE and EAR are complementary interest rate risk metrics and should be viewed together. Net interest income and EAR sensitivity capture asset and liability re-pricing mismatches for the first year inclusive of forecast balance sheet changes and are considered shorter term measures, while MVE sensitivity captures mismatches within the period end balance sheets through the financial instruments’ respective maturities and is considered a longer term measure.
A positive NII and EAR sensitivity in a rising rate environment indicates that over the forecast horizon of one year, asset based income will increase more quickly than liability based expense due to the balance sheet composition. A negative MVE sensitivity in a rising rate environment indicates that the value of financial assets will decrease more than the value of financial liabilities.
One of the primary methods that we use to quantify and manage interest rate risk is simulation analysis, which we use to model NII and rate sensitive noninterest items from the Corporation’s balance sheet and derivative positions under various interest rate scenarios. As the future path of interest rates is not known with certainty, we use simulation analysis to project rate sensitive income under many scenarios including implied forward and deliberately extreme and perhaps unlikely scenarios. The analyses may include rapid and gradual ramping of interest rates, rate shocks, basis risk analysis, and yield curve twists. Specific balance sheet management strategies are also analyzed to determine their impact on NII and EAR.
Key assumptions in the simulation analysis (and in the valuation analysis discussed below) relate to the behavior of interest rates and pricing spreads, the changes in product balances, and the behavior of loan and deposit clients in different rate environments. This analysis incorporates several assumptions, the most material of which relate to the re-pricing characteristics and balance fluctuations of deposits with indeterminate or non-contractual maturities, and prepayment of loans and securities.


The sensitivity analysis included below is measured as a percentage change in NII and EAR due to instantaneousgradual moves in benchmark interest rates from a baseline scenario. Estimated changes set forth below are dependent upon material assumptions such as those previously discussed.scenario over 12 months. We evaluate the sensitivity using: 1) a dynamic forecast incorporating expected growth in the balance sheet, and 2) a static forecast where the current balance sheet is held constant. While a gradual shift in interest rates was used in this analysis to provide an estimate of exposure under a probable scenario, an instantaneous shift in interest rates would have a much more significant impact.
Table 2122 Estimated % Change in Rate Sensitive Earnings at Risk (EAR)EAR Over 12 Months
Dynamic Forecast
December 31, 2019
Static Forecast
December 31, 2019
Dynamic Forecast
December 31, 2018
Static Forecast
December 31, 2018
Dynamic Forecast
December 31, 2016
Static Forecast
December 31, 2016
Dynamic Forecast
December 31, 2015
Static Forecast
December 31, 2015
Instantaneous Rate Change
Gradual Rate ChangeGradual Rate Change
100 bp increase in interest rates1.4%1.5%1.6%2.1%100 bp increase in interest rates4.0 %3.7 %2.5 %2.7 %
200 bp increase in interest rates2.7%2.9%3.0%4.4%200 bp increase in interest rates7.4 %6.7 %5.8 %5.4 %
We also perform valuation analysis, which we use for discerning levels of risk present in the balance sheet and derivative positions that might not be taken into account in the NII simulation analysis. Whereas, NII and EAR simulation highlights exposures over a relatively short time horizon, valuation analysis incorporates all cash flows over the estimated remaining life of all balance sheet and derivative positions. The valuation of the balance sheet, at a point in time, is defined as the discounted present value of all asset cash flows and derivative cash flows, minus the discounted present value of all liability cash flows, the net of which is referred to as MVE. The sensitivity of MVE to changes in the level of interest rates is a measure of the longer-term re-pricing risk and options risk embedded in the balance sheet. Similar toUnlike the NII simulation, MVE uses instantaneous changes in rates. However,Additionally, MVE values only the current balance sheet and does not incorporate the growth assumptions that are used in the NII and EAR simulations. As with NII and EAR simulations, assumptions about the timing and variability of balance sheet cash flows are critical in the MVE analysis. Particularly important are the assumptions driving prepayments and the expected changes in balances and pricing of the indeterminate deposit portfolios. At December 31, 2016,2019, the MVE profile
58



indicates a decline in net balance sheet value due to instantaneous upward changes in rates. MVE sensitivity is reported in both upward and downward rate shocks.

Table 2223 Market Value of Equity Sensitivity
December 31, 2016December 31, 2015December 31, 2019December 31, 2018
Instantaneous Rate Change
Instantaneous Rate Change
100 bp increase in interest rates(2.9)%(1.7)%100 bp increase in interest rates(0.5)%(2.0)%
200 bp increase in interest rates(6.0)%(3.7)%200 bp increase in interest rates(2.2)%(4.5)%
The decrease in MVE sensitivity from December 31, 20152018 was primarily attributable to the duration of mortgage-related assets extending. While an instantaneous and severe shift in interest rates was used in this analysis to provide an estimate of exposure under an extremely adverse scenario, we believe that a gradual shift in interest rates would have a much more modest impact.lower rate environment. Since MVE measures the discounted present value of cash flows over the estimated lives of instruments, the change in MVE does not directly correlate to the degree that earnings would be impacted over a shorter time horizon (i.e., the current year). Further, MVE does not take into account factors such as future balance sheet growth, changes in product mix, changes in yield curve relationships, and changingchanges in product spreads that could mitigate the adverse impact of changes in interest rates.

The above NII, EAR, and MVE measures do not include all actions that management may undertake to manage this risk in response to anticipated changes in interest rates.




Contractual Obligations, Commitments, Off-Balance Sheet Arrangements, and Contingent Liabilities
The following table summarizes significant contractual obligations and other commitments at December 31, 2019, at those amounts contractually due to the recipient, including any unamortized premiums or discounts, hedge basis adjustments, or other similar carrying value adjustments.
Table 2324 Contractual Obligations and Other Commitments
December 31, 2019Note
Reference
One Year
or Less
One to
Three Years
Three to
Five Years
Over
Five Years
Total
 ($ in Thousands)
Time deposits $1,947,004  $574,922  $100,538  $340  $2,622,803  
Short-term funding 465,113  —  —  —  465,113  
FHLB advances 605,056  518,254  453,166  1,604,491  3,180,967  
Long-term funding 39  298,640  79  250,585  549,343  
Operating leases(a)
 10,662  17,990  10,613  16,316  55,580  
Commitments to extend credit14 & 16  4,044,363  3,193,685  1,907,405  141,959  9,287,412  
Total$7,072,237  $4,603,491  $2,471,801  $2,013,691  $16,161,218  
December 31, 2016
Note
Reference
One Year
or Less
One to
Three Years
Three to
Five Years
Over
Five Years
Total
 ($ in Thousands)
Time deposits7
$932,179
$462,107
$208,560
$3,281
$1,606,127
Short-term funding8
1,092,035



1,092,035
Long-term funding9
5
2,363,939
150,164
247,687
2,761,795
Operating leases6
9,711
18,780
15,469
20,940
64,900
Commitments to extend credit16
4,086,294
2,744,344
1,426,089
159,749
8,416,476
Total $6,120,224
$5,589,170
$1,800,282
$431,657
$13,941,333
(a) Undiscounted operating lease liability
Through the normal course of operations, the Corporation has entered into certain contractual obligations and other commitments, including but not limited to those most usually related to funding of operations through deposits or funding, commitments to extend credit, derivative contracts to assist management of interest rate exposure, and to a lesser degree leases for premises and equipment. Table 23 summarizes significant contractual obligations and other commitments at December 31, 2016, and those amounts contractually due to the recipient, including any unamortized premiums or discounts, hedge basis adjustments, or other similar carrying value adjustments. Further discussion of the nature of each obligation is included in the referenced note to the consolidated financial statements.
The Corporation also has obligations under its retirement plans as described in Note 12 Retirement PlanPlans of the notes to consolidated financial statements.
As of December 31, 2016,2019, the net liability for uncertainty in income taxes, including associated interest and penalties, was $8$2 million. This liability represents an estimate of tax positions that the Corporation has taken in its tax returns which may ultimately not be sustained upon examination by the tax authorities. Since the ultimate amount and timing of any future cash settlements cannot be predicted with reasonable certainty, this estimated liability has been excluded from Table 23.24. See Note 13 Income Taxes of the notes to consolidated financial statements for additional information and disclosure related to uncertainty in income taxes.
The Corporation may have a variety of financial transactions that, under GAAP, are either not recorded on the consolidated balance sheetsheets or are recorded on the consolidated balance sheetsheets in amounts that differ from the full contract or notional amounts.
59



The Corporation routinely enters into lending-related commitments, including commitments to extend credit, interest rate lock commitments to originate residential mortgage loans held for sale (discussed further below), commercial letters of credit, and standby letters of credit. See Note 16 Commitments, Off-Balance Sheet Arrangements, and Legal Proceedings of the notes to consolidated financial statements for further information on lending-related commitments.
The Corporation’s derivative financial instruments, under which the Corporation is required to either receive cash from or pay cash to counterparties depending on changes in interest rates applied to notional amounts, are carried at fair value on the consolidated balance sheets. Because neither the derivative assets and liabilities, nor their notional amounts, represent the amounts that may ultimately be paid under these contracts, they are not included in Table 23.24. For further information and discussion of derivative contracts, see Note 1 Summary of Significant Accounting Policies and Note 14 Derivative and Hedging Activities of the notes to consolidated financial statements.
The Corporation sells residential mortgage loans to investors in the normal course of business. Residential mortgage loans sold to others are predominantly conventional residential first lien mortgages originated under our usual underwriting procedures, and are most often sold on a nonrecourse basis primarily to the GSEs. See Note 16


Commitments, Off-Balance Sheet Arrangements, and Legal Proceedings of the notes to consolidated financial statements for additional information on residential mortgage loans sold.
The Corporation has principal investment commitments to provide capital-based financing to private and public companies and also invests in low-income housing, and various tax credit projects. See Note 16 Commitments, Off-Balance Sheet Arrangements, and Legal Proceedings of the notes to consolidated financial statements for additional information on these investments. The Volcker Rule prohibits insured depository institutionsIDIs and their holding companies from engaging in proprietary trading except in limited circumstances, and prohibits them from owning equity interests in excess of three percent of Tier 1 Capital in private equity and hedge funds. Complying with the Volcker Rule is not expected to have a material impact on the Corporation. See Part I, Item 1, “Business,��Business, for additional information on the Volcker Rule.
Capital
Management actively reviews capital strategies for the Corporation and each of its subsidiaries in light of perceived business risks, future growth opportunities, industry standards, and compliance with regulatory requirements. The assessment of overall capital adequacy depends on a variety of factors, including asset quality, liquidity, stability of earnings, changing competitive forces, economic condition in markets served, and strength of management. At December 31, 2016,2019, the capital ratios of the Corporation and its banking subsidiarysubsidiaries were well in excess of regulatory minimum requirements. The Corporation’s capital ratios are summarized in the following table.
Table 24.
Table 2425 Capital Ratios
 As of December 31,
($ in Thousands)201920182017
Risk-based Capital(a)(b)
CET1$2,480,698  $2,449,721  $2,171,508  
Tier 1 capital2,736,776  2,705,939  2,331,245  
Total capital3,208,625  3,216,575  2,848,851  
Total risk-weighted assets24,296,382  23,842,542  21,504,495  
CET1 capital ratio10.21 %10.27 %10.10 %
Tier 1 capital ratio11.26 %11.35 %10.84 %
Total capital ratio13.21 %13.49 %13.25 %
Tier 1 leverage ratio8.83 %8.49 %8.03 %
Selected Equity and Performance Ratios
Total stockholders’ equity / total assets12.11 %11.25 %10.63 %
Dividend payout ratio(c)
35.75 %32.29 %34.48 %
 As of December 31,
 2016 2015 2014
 ($ in Thousands)
Risk-based Capital (1)
     
Common equity Tier 1$2,032,587
 $1,897,944
 $1,808,332
Tier 1 capital2,191,798
 2,016,861
 1,868,059
Total capital2,706,760
 2,515,861
 2,350,898
Total risk-weighted assets21,340,951
 19,929,963
 18,567,646
Common equity Tier 1 capital ratio9.52% 9.52% 9.74%
Tier 1 capital ratio10.27% 10.12% 10.06%
Total capital ratio12.68% 12.62% 12.66%
Tier 1 leverage ratio7.83% 7.60% 7.48%
Selected Equity and Performance Ratios     
Total stockholders’ equity / assets10.61% 10.60% 10.44%
Dividend payout ratio (2)
35.43% 34.17% 31.62%
(a)The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation. The Corporation follows Basel III, subject to certain transition provisions. These regulatory capital measurements are used by management, regulators, investors, and analysts to assess, monitor and compare the quality and composition of the Corporation's capital with the capital of other financial services companies.
(1)The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation. Prior to 2015, the regulatory capital requirements effective for the Corporation followed the Capital Accord of the Basel Committee on Banking Supervision ("Basel I"). Beginning January 1, 2015, the regulatory capital requirements effective for the Corporation follow Basel III, subject to certain transition provisions. These regulatory capital measurements are used by management, regulators, investors, and analysts to assess, monitor and compare the quality and composition of our capital with the capital of other financial services companies. See Table 25 for a reconciliation of common equity Tier 1 and average common equity Tier 1.
(2)(b) During the third quarter of 2019, the Corporation made a change in accounting policy to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The change had no impact on either earnings or equity. The Corporation believes that this change is a preferable method of accounting as it provides a better reflection of the assets and liabilities on the face of the consolidated balance sheets. Adoption of this change was voluntary and has been adopted retrospectively. 2019, 2018, and 2017 total assets, risk-weighted assets and capital ratios were restated for comparability.
(c) Ratio is based upon basic earnings per common share.

See Part II, Item 5, Market for Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities, for information on the shares repurchased during the fourth quarter of 2019.

60







Table 2526 Non-GAAP Measures
At or for the Year Ended December 31,
($ in Thousands)20192018201720162015
Selected Equity and Performance Ratios(a)(b)(c)
Tangible common equity / tangible assets7.71 %7.04 %7.08 %6.91 %6.85 %
Return on average equity8.44 %9.03 %7.23 %6.63 %6.50 %
Return on average tangible common equity13.21 %14.06 %10.86 %10.07 %9.97 %
Return on average common equity Tier 112.59 %13.15 %10.43 %9.86 %9.88 %
Return on average assets0.99 %1.01 %0.78 %0.70 %0.70 %
Return on average tangible assets1.03 %1.05 %0.81 %0.73 %0.72 %
Average stockholders' equity / average assets11.72 %11.19 %10.77 %10.60 %10.72 %
Tangible Common Equity and Common Equity Tier 1 Reconciliation(a)(b)
Common equity$3,665,407  $3,524,171  $3,077,514  $2,931,383  $2,815,867  
Goodwill and other intangible assets, net(1,264,531) (1,244,859) (991,819) (987,328) (985,302) 
Tangible common equity$2,400,876  $2,279,312  $2,085,695  $1,944,055  $1,830,565  
Tangible Assets Reconciliation(a)(c)
Total assets$32,386,478  $33,615,122  $30,443,626  $29,139,315  $27,711,835  
Goodwill and other intangible assets, net(1,264,531) (1,244,859) (991,819) (987,328) (985,302) 
Tangible assets$31,121,947  $32,370,263  $29,451,807  $28,151,987  $26,726,533  
Average Tangible Common Equity and Average Common Equity Tier 1 Reconciliation(a)(b)
Common equity$3,615,153  $3,505,075  $3,012,704  $2,888,579  $2,799,150  
Goodwill and other intangible assets, net(1,256,668) (1,209,311) (988,073) (988,406) (982,454) 
Tangible common equity2,358,485  2,295,764  2,024,631  1,900,173  1,816,696  
Less: Accumulated other comprehensive income / loss68,946  117,408  53,879  7,526  (9,059) 
Less: Deferred tax assets / deferred tax liabilities, net46,980  41,747  30,949  32,692  25,960  
Average common equity Tier 1$2,474,411  $2,454,919  $2,109,459  $1,940,391  $1,833,597  
Average Tangible Assets Reconciliation(a)(c)
Total assets$33,046,604  $33,007,859  $29,467,324  $28,506,112  $27,019,216  
Goodwill and other intangible assets, net(1,256,668) (1,209,311) (988,073) (988,406) (982,454) 
Tangible assets$31,789,936  $31,798,548  $28,479,252  $27,517,705  $26,036,762  
Efficiency Ratio Reconciliation(d)
Federal Reserve efficiency ratio65.38 %66.23 %65.97 %66.95 %69.96 %
Fully tax-equivalent adjustment(0.85)%(0.71)%(1.28)%(1.29)%(1.41)%
Other intangible amortization(0.82)%(0.66)%(0.18)%(0.20)%(0.31)%
Fully tax-equivalent efficiency ratio63.72 %64.87 %64.51 %65.46 %68.24 %
Acquisition related costs adjustment(e)
(0.60)%(2.42)%— %— %— %
Fully tax-equivalent efficiency ratio, excluding acquisition related costs (adjusted efficiency ratio)63.12 %62.45 %64.51 %65.46 %68.24 %
 At or for the Year Ended December 31,
 2016 2015 2014 2013 2012
 ($ in Thousands)
Selected Equity and Performance Ratios (1) (2)
         
Tangible common equity / tangible assets6.91% 6.85% 6.97% 8.11% 8.56%
Return on average equity6.63% 6.50% 6.63% 6.52% 6.07%
Return on average tangible common equity10.07% 9.97% 9.91% 9.73% 8.96%
Return on average Common equity Tier 19.86% 9.88% 9.92% 9.77% 9.45%
Return on average assets0.70% 0.70% 0.76% 0.81% 0.81%
Average stockholders' equity / average assets10.60% 10.72% 11.44% 12.41% 13.42%
Tangible Common Equity and Common Equity Tier 1 Reconciliation (1) (2)
         
Common equity$2,931,383
 $2,815,867
 $2,740,524
 $2,829,428
 $2,873,127
Goodwill and other intangible assets, net(987,328) (985,302) (936,605) (940,352) (944,395)
Tangible common equity$1,944,055
 $1,830,565
 $1,803,919
 $1,889,076
 $1,928,732
Less: Accumulated other comprehensive income / loss54,679
 32,616
 4,850
 24,244
 (48,603)
Less: Deferred tax assets / deferred tax liabilities, net33,853
 34,763
 (437) 
 (4,595)
Common equity Tier 1$2,032,587
 $1,897,944
 $1,808,332
 $1,913,320
 $1,875,534
Tangible Assets Reconciliation (1)
         
Total assets$29,139,315
 $27,711,835
 $26,817,423
 $24,225,426
 $23,485,147
Goodwill and other intangible assets, net(987,328) (985,302) (936,605) (940,352) (944,395)
Tangible assets$28,151,987
 $26,726,533
 $25,880,818
 $23,285,074
 $22,540,752
Average Tangible Common Equity and Average Common Equity Tier 1 Reconciliation (1) (2)
         
Average common equity$2,888,579
 $2,799,150
 $2,810,872
 $2,829,300
 $2,885,715
Average goodwill and other intangible assets, net(988,406) (982,454) (938,472) (942,472) (946,602)
Average tangible common equity1,900,173
 1,816,696
 1,872,400
 1,886,828
 1,939,113
Less: Accumulated other comprehensive income / loss7,526
 (9,059) (1,651) (2,712) (69,675)
Less: Deferred tax assets / deferred tax liabilities, net32,692
 25,960
 (140) (5,745) (31,014)
Average common equity Tier 1$1,940,391
 $1,833,597
 $1,870,609
 $1,878,371
 $1,838,424
Efficiency Ratio Reconciliation (3)
         
Federal Reserve efficiency ratio66.95 % 69.96 % 70.28 % 71.14 % 73.21 %
Fully tax-equivalent adjustment(1.29)% (1.41)% (1.36)% (1.45)% (1.59)%
Other intangible amortization(0.20)% (0.31)% (0.39)% (0.42)% (0.44)%
Fully tax-equivalent efficiency ratio65.46 % 68.24 % 68.53 % 69.27 % 71.18 %
(1)(a) The ratio tangible common equity to tangible assets excludes goodwill and other intangible assets, net, which is a non-GAAP financial measure. This financial measure has been included as it is considered to be a critical metric with which to analyze and evaluate financial condition and capital strength.
(2)The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation. Prior to 2015, the regulatory capital requirements effective for the Corporation followed the Capital Accord of the Basel Committee on Banking Supervision ("Basel I"). Beginning January 1, 2015, the regulatory capital requirements effective for the Corporation follow Basel III, subject to certain transition provisions. These regulatory capital measurements are used by management, regulators, investors, and analysts to assess, monitor and compare the quality and composition of our capital with the capital of other financial services companies.


(3)The efficiency ratio as defined by the Federal Reserve guidance is noninterest expense (which includes the provision for unfunded commitments) divided by the sum of net interest income plus noninterest income, excluding investment securities gains / losses, net. The fully tax-equivalent efficiency ratio is noninterest expense (which includes the provision for unfunded commitments), excluding other intangible amortization, divided by the sum of fully tax-equivalent net interest income plus noninterest income, excluding investment securities gains / losses, net. Management believes the fully tax-equivalent efficiency ratio, which adjusts net interest income for the tax-favored status of certain loans and investment securities, to be the preferred industry measurement as it enhances the comparability of net interest income arising from taxable and tax-exempt sources.

(b) The Federal Reserve establishes regulatory capital requirements, including well-capitalized standards for the Corporation. The Corporation follows Basel III, subject to certain transition provisions. These regulatory capital measurements are used by management, regulators, investors, and analysts to assess, monitor and compare the quality and composition of the Corporation's capital with the capital of other financial services companies.
(c) During 2016,the third quarter of 2019, the Corporation repurchased over 1 million sharesmade a change in accounting policy to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The change had no impact on either earnings or equity. The Corporation believes that this change is a preferable method of common stock for $20 million or an average cost of $17.10 per share, and repurchased $93 million, or approximately 5 million shares of common stock, at an average cost of $18.73 per share during 2015. On September 15, 2016, the Corporation completed the issuance of 4 million depositary shares each representingaccounting as it provides a 1/40th interest in a share of 5.375% Non-Cumulative Perpetual Preferred Stock, Series D, for net proceeds of $97 million. In addition, on September 15, 2016, the Corporation redeemed all remaining depositary shares (2.4 million shares) each representing a 1/40th interest in a sharebetter reflection of the 8.00% Non-Cumulative Perpetual Preferred Series B Stockassets and liabilities on the face of the consolidated balance sheets. Adoption of this change was voluntary. Total assets and average assets for $59 million. 2019, 2018, and 2017 were restated for comparability. Total assets and average assets for 2016 and 2015 have not been restated.
(d) The efficiency ratio as defined by the Federal Reserve guidance is noninterest expense (which includes the provision for unfunded commitments) divided by the sum of net interest income plus noninterest income, excluding investment securities gains / losses, net. The fully tax-equivalent efficiency ratio is noninterest expense (which includes the provision for unfunded commitments), excluding other intangible amortization, divided by the sum of fully tax-equivalent net interest income plus noninterest income, excluding investment securities gains / losses, net. The adjusted efficiency ratio is noninterest expense (which includes the provision for unfunded commitments), excluding other intangible amortization and acquisition related costs, divided by the sum of fully tax-equivalent net interest income plus noninterest income, excluding investment securities gains / losses, net and acquisition related costs. Management believes the adjusted efficiency ratio, which adjusts net interest income for the tax-favored status of certain loans and investment securities and acquisition related costs, to be a meaningful measure as it enhances the comparability of net interest income arising from taxable and tax-exempt sources and excludes acquisition related costs.
(e) 2019 includes Huntington branch and First Staunton acquisition related costs while 2018 includes Bank Mutual acquisition related costs.
See Note 10 Stockholders' Equity and Note 19 Regulatory Matters of the notes to consolidated financial statements for additional capital disclosures. The repurchase of shares will be based on market and investment opportunities, capital levels, growth prospects, and regulatory constraints. Such repurchases may occur from time to time in open market purchases, block transactions, private transactions, accelerated share repurchase programs, or similar facilities.
61



Segment Review
As discussed in Note 21 Segment Reporting of the notes to consolidated financial statements, the Corporation’s reportable segments have been determined based upon its internal profitability reporting system, which is organized by strategic business unit. Certain strategic business units have been combined for segment information reporting purposes where the nature of the products and services, the type of customer, and the distribution of those products and services are similar. The three reportable segments are Corporate and Commercial Specialty; Community, Consumer and Business; and Risk Management and Shared Services.
The financial information of the Corporation’s segments was compiled utilizing the accounting policies described in Note 1 Summary of Significant Accounting Policies and Note 21 Segment Reporting of the notes to consolidated financial statements. During 2015, certain organizational and methodology changes were made and, accordingly, 2014 results have been restated and presented on a comparable basis, except as noted in Note 21 Segment Reporting of the notes to consolidated financial statements for the enhanced
Funds Transfer Pricing ("FTP") methodology implemented during 2015.
FTP is an important tool for managing the Corporation’s balance sheet structure and measuring risk-adjusted profitability. By appropriately allocating the cost of funding and contingent liquidity to business units, the FTP process improves product pricing which influences the volume and terms of new business and helps to optimize the risk / reward profile of the balance sheet. This process helps align the Corporation’s funding and contingent liquidity risk with its risk appetite and complements broader liquidity and interest rate risk management programs. FTP methodologies are designed to promote more resilient, sustainable business models and centralize the management of funding and contingent liquidity risks. Through FTP, the Corporation transfers these risks to a central management function that can take advantage of natural off-sets, centralized hedging activities, and a broader view of these risks across business units. The net FTP allocation is reflected as net intersegment interest income (expense) shown in Note 21 Segment Reporting of the notes to consolidated financial statements.
62



Table 27 Selected Segment Financial Data
Year Ended December 31,Change From Prior Year
($ in Thousands)201920182017% Change 2019% Change 2018
Corporate and Commercial Specialty
Total revenue$427,749  $453,578  $409,348  (6)%11 %
Credit provision52,382  44,592  42,298  17 %%
Noninterest expense156,348  160,399  156,890  (3)%%
Net income177,809  200,737  138,505  (11)%45 %
Average earning assets12,344,244  11,852,662  10,820,998  %10 %
Average loans12,339,072  11,841,818  10,811,827  %10 %
Average deposits8,265,447  8,112,430  6,938,913  %17 %
Average allocated capital (Average CET1)(a)
1,243,900  1,209,558  1,117,761  %%
Return on average allocated capital (ROCET1)(a)
14.29 %16.60 %12.39 %-231 bp  421 bp  
Community, Consumer, and Business
Total revenue$744,067  $740,629  $627,611  — %18 %
Credit provision20,043  20,083  20,400  — %(2)%
Noninterest expense547,423  541,771  490,567  %10 %
Net income139,496  141,232  75,819  (1)%86 %
Average earning assets10,286,275  10,336,105  9,456,549  — %%
Average loans10,283,258  10,332,665  9,452,253  — %%
Average deposits14,403,547  13,623,852  11,711,407  %16 %
Average allocated capital (Average CET1)(a)
641,986  653,354  586,417  (2)%11 %
Return on average allocated capital (ROCET1)(a)
21.73 %21.62 %12.93 %11 bp  869 bp  
Risk Management and Shared Services
Total revenue$44,682  $40,941  $36,941  %11 %
Credit provision(56,425) (64,675) (36,698) (13)%76 %
Noninterest expense (b)
90,217  119,629  61,677  (25)%94 %
Net income9,484  (8,407) 14,941  N/M  N/M  
Average earning assets7,190,310  7,861,026  6,722,337  (9)%17 %
Average loans500,468  543,814  328,303  (8)%66 %
Average deposits2,066,613  2,335,768  3,273,282  (12)%(29)%
Average allocated capital (Average CET1)(a)
588,525  592,006  405,281  (1)%46 %
Return on average allocated capital (ROCET1)(a)
(0.97)%(3.24)%1.38 %227 bp  -462 bp  
Consolidated Total
Total revenue$1,216,498  $1,235,148  $1,073,900  (2)%15 %
Return on average allocated capital (ROCET1)(a)
12.59 %13.15 %10.43 %-56 bp  272 bp  
N/M = Not Meaningful
(a) The Federal Reserve establishes capital adequacy requirements for the Corporation, including common equity Tier 1. For segment reporting purposes, the return on common equity Tier 1 ("ROCET1") reflects return on average allocated common equity Tier 1. The ROCET1 for the Risk Management and Shared Services segment and the Consolidated Total is inclusive of the annualized effect of the preferred stock dividends. Please refer to Table 26 for a reconciliation of non-GAAP financial measures to GAAP financial measures.
(b) For the years ended December 31, 2019, 2018 and 2017, the Risk Management and Shared Services segment included approximately $7 million, $29 million and zero respectively, of acquisition related noninterest expense.

Segment Review 20162019 Compared to 20152018
The Corporate and Commercial Specialty segment consists of lending and deposit solutions to larger businesses, developers, not-for-profits, municipalities, and financial institutions, and the support to deliver, fund, and manage such banking solutions.
The Corporate and Commercial Specialty segment had net income of $118$178 million in 2016, up $42019, down $23 million compared to $114$201 million in 2015. 2018.
Segment revenue increased $20decreased $26 million to $376$428 million in 20162019, compared to $357$454 million in 2015, primarily2018, driven by higher FTP charges without a corresponding increase in interest revenue due to higher net interestlower prepayments and accretion income from the growthBank Mutual portfolio in average loan balances and the interest rate increase at the end of 2015. The credit2018.
Credit provision increased $8 million to $52 million in 20162019, compared to $45 million in 2018, primarily due to loan growthoil and a decrease in loangas loans, partially offset by improving credit quality in the oil and gas portfolio. other commercial loan portfolios.
63



Average loan balances were $10.2


$12.3 billion for 2016,2019, up $795$497 million from an average balance of $9.4$11.8 billion for 2015. 2018, largely due to growth in commercial and business lending loans.
Average allocated capital increased $93deposit balances were $8.3 billion for 2019, up $153 million to $1.1from average deposits of $8.1 billion in 2016, reflecting the increase in segment's loan balances.2018.
The Community, Consumer, and Business segment consists of lending and deposit solutions to individuals and small to mid-sized businesses, and also provides a variety of investment and fiduciary products and services.
The Community, Consumer, and Business segment had net income of $66$139 million in 2016, up $32019, down $2 million compared to $63$141 million in 2015. 2018.
Segment revenue increased $14$3 million to $628$744 million in 2016, primarily2019 due to a $7 million increase in insurance commissions, a $6 millionan increase in mortgage banking income,revenue, partially offset by a $2 million decrease in trust service fees. Noninterest expense increased $10 million to $502 million in 2016, primarily due to increased severance relating to the restructuring of the Corporation's commercial and business lending areas. Average loan balances were $9.3 billion for 2016, up $498 million from an average balance of $8.8 billion for 2015. segment net interest income.
Average deposit balances were $11.5$14.4 billion in 2016,2019, up $553$780 million from average deposits of $10.9$13.6 billion in 2015. Average allocated capital decreased $11 million to $630 million in 2016.2018, primarily driven by the Huntington branch acquisition.
The Risk Management and Shared Services segment includes key shared Corporate functions, Parent Company activity, intersegment eliminations, and residual revenues and expense.

The Risk Management and Shared Services segment had net income of $16$9 million in 2016,2019, up $4$18 million compared to $12a net loss of $8 million in 2015. Net2018.
Segment revenue increased $4 million to $45 million in 2019, primarily driven by gains on sales of securities as a result of the Corporation's ongoing investment securities portfolio restructuring and deleveraging strategy, partially offset by a decrease in segment net interest income. The decrease in segment net interest income increased $11was driven by higher FHLB advance and network transaction deposit costs.
Noninterest expense decreased $29 million in 2019 compared to 2018, primarily due to an increase in the volumelower acquisition related costs and certain unallocated expenses. Acquisition related costs of funding provided$7 million related to the CorporateHuntington branch and Commercial Specialty segment (as loan growth exceeded deposit growth within this segment), as well as a higher interest rate charged on this funding dueFirst Staunton acquisitions were incurred during 2019, compared to acquisition related expenses of $29 million related to the interest rate increase at the end of 2015. Noninterest income increased $10 million primarily due to an increaseBank Mutual acquisition in proceeds from BOLI policy redemptions of $5 million and an increase in net gains on the sale of assets of $4 million. The credit provision improved $25 million. 2018.
Average earning asset balances were $6.5$7.2 billion for 2016, up $1622019, down $671 million from an average balance of $6.4$7.9 billion in 2015, primarily due to increases in commercial2018, driven by the Corporation's ongoing investment securities portfolio restructuring and business lending and investment securities. deleveraging strategy.
Average deposits were $3.6$2.1 billion in 2016, up $5022019, down $269 million from 2015. Average allocated capital increased $24 million to $240 million for 2016.
Segment Review 2015 Compared to 2014
The Corporate and Commercial Specialty segment had net income of $114 million in 2015, up $13 million compared to $101 million in 2014,from 2018, primarily due to changes in the long-term funding rates utilized in the FTP methodology for allocating interest credits. During 2015, the Corporation adopted an enhanced FTP methodology to better reflect the long-term value provideddriven by a stable deposit funding base which resulted in an additional $10 million in allocated net interest income for 2015. Segment revenue increased $11 million to $357 million in 2015 compared to $346 million in 2014 primarily due to growth in average loan balances, partially offset by lower spreads on loan products. The credit provision decreased $5 million in 2015 due to improvement in the loan credit quality. Average loan balances were $9.4 billion for 2015, up $459 million from an average balance of $8.9 billion for 2014. Average deposit balances were $5.9 billion in 2015, up $708 million from average deposits of $5.1 billion in 2014. Average allocated capital increased $74 million to $977 million in 2015, reflecting the increase in segment's loan balances.
The Community, Consumer, and Business Banking segment had net income of $63 million in 2015, up $34 million compared to $29 million in 2014. Earnings increased as segment revenue increased $83 million to $615 million in 2015, primarily due to higher insurance commissions from the Ahmann & Martin Co. acquisition, higher mortgage banking income as well as changes in the long-term funding rates utilized in the FTP methodology for allocating interest credits. During 2015, the Corporation adopted an enhanced FTP methodology to better reflect the long-term value provided by a stable deposit funding base which resulted in an additional $20 million in allocated net interest income for 2015. The credit provision increased $2 million to $26 million for 2015, due to loan growth, partially offset by improving credit quality. Total noninterest expense for 2015 was $492 million, up $29 million from $463 million in 2014, primarily due to the Ahmann & Martin Co. acquisition. Average loan balances were $8.8 billion for 2015, up $969 million from an average balance of $7.8 billion for 2014. Average deposit balances were $10.9 billion in 2015, up $837 million from average deposits of $10.1 billion in 2014. Average allocated capital increased $76 million to $640 million in 2015, reflecting the increase in segment's loan balances.
The Risk Management and Shared Services segment had net income of $12 million in 2015, down $49 million compared to $61 million in 2014. The decrease was due to a $57 million decrease in net interest income relatednetwork transaction deposits.



to changes in the long-term funding rates utilized in the FTP methodology for allocating interest credits to the Corporate and Commercial Specialty and Community, Consumer, and Business segments. Average earning asset balances were $6.4 billion for 2015, up $385 million from an average balance of $6.0 billion in 2014, primarily in investment securities. Average deposits were $3.1 billion in 2015, up $711 million from 2014. Average allocated capital decreased $187 million to $216 million for 2015.
64



Table 2628 Selected Quarterly Financial Data
The following is selected financial data summarizing the results of operations for each quarter in the years ended December 31, 20162019 and 2015.2018:
 2019 Quarters Ended
 (In Thousands, except per common share data)December 31September 30June 30March 31
Net interest income$200,142  $206,365  $213,619  $215,547  
Provision for credit losses—  2,000  8,000  6,000  
Income before income taxes89,467  104,286  103,678  109,078  
Net income available to common equity68,303  79,539  80,860  82,885  
Basic earnings per common share$0.43  $0.50  $0.49  $0.50  
Diluted earnings per common share$0.43  $0.49  $0.49  $0.50  
 2018 Quarters Ended
 (In Thousands, except per common share data)December 31September 30June 30March 31
Net interest income$223,955  $219,392  $226,362  $209,871  
Provision for credit losses1,000  (5,000) 4,000  —  
Income before income taxes113,839  108,279  103,947  87,285  
Net income available to common equity85,278  83,521  86,863  67,117  
Basic earnings per common share$0.52  $0.49  $0.51  $0.41  
Diluted earnings per common share$0.51  $0.48  $0.50  $0.40  

 2016 Quarter Ended
 December 31 September 30 June 30 March 31
 (In Thousands, except per common share data)
Net interest income$180,035
 $178,534
 $176,717
 $171,987
Provision for credit losses15,000
 21,000
 14,000
 20,000
Income before income taxes78,409
 77,454
 70,525
 61,208
Net income available to common equity52,485
 51,628
 46,922
 40,336
Basic earnings per common share$0.35
 $0.34
 $0.31
 $0.27
Diluted earnings per common share$0.34
 $0.34
 $0.31
 $0.27
 2015 Quarter Ended
 December 31 September 30 June 30 March 31
 (In Thousands, except per common share data)
Net interest income$171,468
 $170,509
 $166,488
 $167,813
Provision for credit losses20,000
 8,000
 5,000
 4,500
Income before income taxes58,472
 70,989
 71,193
 69,134
Net income available to common equity40,593
 47,254
 47,855
 45,444
Basic earnings per common share$0.27
 $0.31
 $0.32
 $0.30
Diluted earnings per common share$0.27
 $0.31
 $0.31
 $0.30
2015 Compared to 2014

Net income available to common equity for 2015 was $181 million, or diluted earnings per common share of $1.19. In comparison, net income available to common equity for 2014 was $186 million, or diluted earnings per common share of $1.16. Cash dividends increased to $0.41 per common share in 2015 an increase of 11% compared to cash dividends of $0.37 per common share in 2014. Key factors behind these results are discussed below.

At December 31, 2015, total loans were $18.7 billion, up $1.1 billion (6%) from December 31, 2014, with growth in both commercial and residential mortgage loans. See section “Loans” for additional information on the changes in the loan portfolio and see section “Credit Risk” for discussion about credit risk management for each loan type. Total deposits at December 31, 2015 were $21.0 billion, up $2.2 billion (12%) from December 31, 2014, primarily due to an increase in noninterest-bearing demand and money market deposits.

Average earning assets of $24.6 billion in 2015 were $1.8 billion (8%) higher than 2014. Average loans increased $1.4 billion (8%), while average securities and short-term investments increased $398 million. Average interest-bearing liabilities of $19.3 billion in 2015 were up $1.5 billion (8%) versus 2014. On average, interest-bearing deposits increased $1.9 billion and average noninterest-bearing demand deposits increased by $329 million. Average short and long-term funding decreased $421 million, consisting of a $523 million decrease in short-term funding, partially offset by a $102 million increase in long-term funding.

The provision for credit losses increased to $38 million in 2015, compared to $16 million in 2014. See Table 13 for additional information on provision for credit losses. Nonaccrual loans remained relatively unchanged


from December 31, 2014 at $178 million. Potential problem loans increased to $302 million, an increase of $111 million (58%), primarily due to $124 million increase in oil and gas loans, from December 31, 2014. See Table 11 for additional information on nonaccrual loans and the changes in potential problem loans. See also Table 8 for additional information on the oil and gas portfolio. At December 31, 2015, the allowance for loan losses to total loans ratio was 1.47%, covering 154% of nonaccrual loans, compared to 1.51% at December 31, 2014, covering 150% of nonaccrual loans. Net charge offs to average loans increased to 0.16%, compared to a net charge off ratio of 0.09% for 2014.

Fully tax-equivalent net interest income was $697 million for 2015 was $3 million lower than 2014, including favorable volume variances (increasing fully tax-equivalent net interest income by $53 million), partially offset by unfavorable rate variances (decreasing fully tax-equivalent net interest income by $56 million). The net interest margin for 2015 was 2.84%, 24 bp lower than 3.08% in 2014, attributable to a 26 bp decrease in interest rate spread, and a 2 bp increase in contribution from net free funds.

Noninterest income was $329 million for 2015, up $38 million (13%) from 2014. Insurance commissions were $75 million, an increase of $31 million (70%) compared to 2014. The increase in insurance commissions was primarily due to the acquisition of Ahmann & Martin Co. See Note 2 Acquisitions of the notes to consolidated financial statements for additional information on the Ahmann & Martin Co. acquisition. Net mortgage banking income was $32 million for 2015, up $11 million (51%) from 2014. Collectively, all remaining noninterest income categories were down (2%) compared to 2014.

Noninterest expense for 2015 was $698 million, up $19 million from 2014. Personnel expense was $405 million, up $14 million (4%) versus 2014, and was primarily attributable to the Ahmann and Martin Co. acquisition which added approximately 100 colleagues during 2015. See Note 2 Acquisitions of the notes to consolidated financial statements for additional information on the Ahmann & Martin Co. acquisition. Nonpersonnel noninterest expense on an aggregate basis was up modestly (1%) compared to 2014.

Income tax expense for 2015 was $81 million, compared to income tax expense of $86 million for 2014. The effective tax rate was 30.2% for 2015, compared to an effective rate of 31.0% for 2014.

Critical Accounting Policies
In preparing the consolidated financial statements, management is required to make estimates and assumptions that affect the reported amounts of assets and liabilities as of the date of the balance sheet and revenues and expenses for the period. Actual results could differ significantly from those estimates. Estimates that are particularly susceptible to significant change include the determination of the allowance for loan losses, goodwill impairment assessment, mortgage servicing rightsMSRs valuation, and income taxes.
The consolidated financial statements of the Corporation are prepared in conformity with U.S. generally accepted accounting principlesGAAP and follow general practices within the industries in which it operates. This preparation requires management to make estimates, assumptions, and judgments that affect the amounts reported in the financial statements and accompanying notes. These estimates, assumptions, and judgments are based on information available as of the date of the financial statements; accordingly, as this information changes, actual results could differ from the estimates, assumptions, and judgments reflected in the financial statements. Certain policies inherently have a greater reliance on the use of estimates, assumptions, and judgments and, as such, have a greater possibility of producing results that could be materially different than originally reported. Management believes the following policies are both important to the portrayal of the Corporation’s financial condition and results of operations and require subjective or complex judgments and, therefore, management considers the following to be critical accounting policies. The critical accounting policies are discussed directly with the Audit Committee of the Corporation’s Board of Directors.
Allowance for Loan Losses:Losses:  Management’s evaluation process used to determine the appropriateness of the allowance for loan losses is subject to the use of estimates, assumptions, and judgments. The evaluation process


combines many factors: management’s ongoing review and grading of the loan portfolio, consideration of historical loan loss and delinquency experience, trends in past due and nonaccrual loans, risk characteristics of the various classifications of loans, concentrations of loans to specific borrowers or industries, existing economic conditions, the fair value of underlying collateral, and other qualitative and quantitative factors which could affect probable credit losses. Because current economic conditions can change and future events are inherently difficult to predict, the anticipated amount of estimated loan losses, and therefore the appropriateness of the allowance for loan losses, could change significantly. As an integral part of their examination process, various regulatory agencies also review the allowance for loan losses. Such agencies may require additions to the allowance for loan losses or may require that certain loan balances be charged off or downgraded into criticized loan categories when their credit evaluations differ from those of management, based on their judgments about information available to them at the time of their examination. The Corporation believes the level of the allowance for loan losses is appropriate. See Note 1 Summary of Significant Accounting Policies and Note 4 Loans of the notes to consolidated financial statements as well as the “AllowanceAllowance for Credit Losses”Losses section.
Goodwill Impairment Assessment:Assessment:  Goodwill is not amortized but, instead, is subject to impairment tests on at least an annual basis, and more frequently if an event occurs or circumstances change that would more likely than not reduce the fair value of a reporting unit below its carrying amount. The Corporation conducted its most recent annual impairment test in May 2016,2019, utilizing a qualitative assessment. See Note 1 Summary of Significant Accounting Policies of the notes to consolidated financial statements for the Corporation's accounting policy on goodwill and see Note 5 Goodwill and Other Intangible Assets of the
65



notes to consolidated financial statements for a detailed discussion of the factors considered by management in the qualitative assessment. Based on this assessment, management concluded that the 2016 annual qualitative impairment assessment indicated that it is more likely than not that the estimated fair value exceeded the carrying value (including goodwill) for each reporting unit. Therefore, a step one quantitative analysis was not required. There were no events since the May 20162019 impairment testing that have changed the Corporation's impairment assessment conclusion. There werewas no impairment charges recorded in 2016, 2015,2019, 2018, or 2014.2017.
Mortgage Servicing Rights Valuation:Valuation:  The fair value of the Corporation’s mortgage servicing rightsMSRs asset is important to the presentation of the consolidated financial statements since the mortgage servicing rightsMSRs are carried on the consolidated balance sheetsheets at the lower of amortized cost or estimated fair value. Mortgage servicing rightsMSRs do not trade in an active open market with readily observable prices. As such, like other participants in the mortgage banking business, the Corporation relies on an independent valuation from a third party which uses a discounted cash flow model to estimate the fair value of its mortgage servicing rights.MSRs. The use of a discounted cash flow model involves judgment, particularly of estimated prepayment speeds of underlying mortgages serviced and the overall level of interest rates. Loan type and note interest rate are the predominant risk characteristics of the underlying loans used to stratify capitalized mortgage servicing rightsMSRs for purposes of measuring impairment. The Corporation periodically reviews the assumptions underlying the valuation of mortgage servicing rights.MSRs. While the Corporation believes that the values produced by the discounted cash flow model are indicative of the fair value of its mortgage servicing rightsMSRs portfolio, these values can change significantly depending upon key factors, such as the then current interest rate environment, estimated prepayment speeds of the underlying mortgages serviced, and other economic conditions. The proceeds that might be received should the Corporation actually consider a sale of some or all of the mortgage servicing rightsMSRs portfolio could differ from the amounts reported at any point in time.
To better understand the sensitivity of the impact of prepayment speeds and refinance rates on the value of the mortgage servicing rightsMSRs asset at December 31, 2016,2019, (holding all other factors unchanged), if refinance rates were to decrease 50 bp, the estimated value of the mortgage servicing rightsMSRs asset would have been approximately $8$14 million, (or 11%)or 20%, lower. Conversely, if refinance rates were to increase 50 bp, the estimated value of the mortgage servicing rightsMSRs asset would have been approximately $7$15 million, (or 9%)or 20%, higher. However, the Corporation’s potential recovery recognition due to valuation improvement is limited to the balance of the mortgage servicing rightsMSRs valuation reserve, which was approximately $1 million$302,000 at December 31, 2016.2019. The potential recovery recognition is constrained as the Corporation has elected to use the amortization method of accounting (rather than fair value measurement accounting). Under the amortization method, mortgage servicing rightsMSRs are carried at the lower of the initial capitalized amount, net of accumulated amortization, or estimated fair value. Therefore, the mortgage servicing rightMSRs asset may only be marked up to the extent of the previously recognized valuation reserve.


The Corporation believes the mortgage servicing rightsMSRs asset is properly recorded inon the consolidated balance sheets. See Note 1 Summary of Significant Accounting Policies and Note 5 Goodwill and Other Intangible Assets of the notes to consolidated financial statements.
Income Taxes:Taxes:  The assessment of tax assets and liabilities involves the use of estimates, assumptions, interpretations, and judgment concerning certain accounting pronouncements and federal and state tax codes and regulations. There can be no assurance that future events, such as court decisions or positions of federal and state taxing authorities, will not differ from management’s current assessment, the impact of which could be significant to the consolidated results of operations and reported earnings. Quarterly assessments are performed to determine if valuation allowances are necessary against any portion of the Corporation’s deferred tax assets.DTAs. Assessing the need for, or sufficiency of, a valuation allowance requires management to evaluate all available evidence, both positive and negative, including the recent trend of quarterly earnings. Positive evidence necessary to overcome the negative evidence includes whether future taxable income in sufficient amounts and character within the carryback and carryforward periods is available under the tax law, including the use of tax planning strategies. When negative evidence (e.g., cumulative losses in recent years, history of operating loss or tax credit carryforwards expiring unused) exists, more positive evidence than negative evidence will be necessary. The Corporation has concluded that based on the level of positive evidence, it is more likely than not that the deferred tax asset will be realized.realized, net of the existing valuation allowances at December 31, 2019 and 2018. However, there is no guarantee that the tax benefits associated with the deferred tax assetsDTAs will be fully realized. The Corporation believes the tax assets and liabilities are properly recorded inon the consolidated balance sheets. See Note 13 Income Taxes of the notes to consolidated financial statements and section “Income Taxes”.Income Taxes.

ITEM 7A.Quantitative and Qualitative Disclosures About Market Risk
Information required by this item is set forth in Item 7, Management's Discussion and Analysis of Financial Condition and Results of Operations, under the captions Quantitative and Qualitative Disclosures about Market Risk and Interest Rate Risk.

66



ITEM 8.Financial Statements and Supplementary Data

ASSOCIATED BANC-CORP
Consolidated Balance Sheets
 December 31,
 (In Thousands, except share and per share data)20192018
Assets
Cash and due from banks$373,380  $507,187  
Interest-bearing deposits in other financial institutions207,624  221,226  
Federal funds sold and securities purchased under agreements to resell7,740  148,285  
Investment securities held to maturity, at amortized cost2,205,083  2,740,511  
Investment securities available for sale, at fair value3,262,586  3,946,941  
Equity securities15,090  1,568  
Federal Home Loan Bank and Federal Reserve Bank stocks, at cost227,347  250,534  
Residential loans held for sale136,280  64,321  
Commercial loans held for sale15,000  14,943  
Loans22,821,440  22,940,429  
Allowance for loan losses(201,371) (238,023) 
Loans, net22,620,068  22,702,406  
Bank and corporate owned life insurance671,948  663,203  
Tax credit and other investments279,969  161,181  
Premises and equipment, net435,284  363,225  
Goodwill1,176,230  1,169,023  
Mortgage servicing rights, net67,306  68,193  
Other intangible assets, net88,301  75,836  
Other assets(a)
597,242  516,538  
Total assets$32,386,478  $33,615,122  
Liabilities and stockholders' equity
Noninterest-bearing demand deposits$5,450,709  $5,698,530  
Interest-bearing deposits18,328,355  19,198,863  
Total deposits23,779,064  24,897,393  
Federal funds purchased and securities sold under agreements to repurchase433,097  111,651  
Commercial paper32,016  45,423  
FHLB advances3,180,967  3,574,371  
Other long-term funding549,343  795,611  
Accrued expenses and other liabilities(a)
489,868  409,787  
Total liabilities28,464,355  29,834,235  
Stockholders’ equity
Preferred equity256,716  256,716  
Common equity
Common stock1,752  1,752  
Surplus1,716,431  1,712,615  
Retained earnings2,380,867  2,181,414  
Accumulated other comprehensive income (loss)(33,183) (124,972) 
Treasury stock, at cost(400,460) (246,638) 
Total common equity3,665,407  3,524,171  
Total stockholders’ equity3,922,124  3,780,888  
Total liabilities and stockholders’ equity$32,386,478  $33,615,122  
Preferred shares authorized (par value $1.00 per share)750,000  750,000  
Preferred shares issued and outstanding264,458  264,458  
Common shares authorized (par value $0.01 per share)250,000,000  250,000,000  
Common shares issued175,216,409  175,216,409  
Common shares outstanding157,171,247  164,440,471  
Numbers may not sum due to rounding.
(a) During the third quarter of 2019, the Corporation made a change in accounting policy to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The change had no impact on either earnings or equity. The Corporation believes that this change is a preferable method of accounting as it provides a better reflection of the assets and liabilities on the face of the consolidated balance sheets. Adoption of this change was voluntary and has been adopted retrospectively with all prior periods presented herein revised.

See accompanying notes to consolidated financial statements.
67



ASSOCIATED BANC-CORP
Consolidated Statements of Income
 For the Years Ended December 31,
 (In Thousands, except per share data)201920182017
Interest income
Interest and fees on loans$998,099  $976,990  $749,000  
Interest and dividends on investment securities
Taxable100,304  119,741  96,909  
Tax-exempt57,565  44,782  32,977  
Other interest16,643  12,623  7,719  
Total interest income1,172,610  1,154,137  886,605  
Interest expense
Interest on deposits237,286  176,118  94,025  
Interest on federal funds purchased and securities sold under agreements to repurchase1,579  2,006  2,527  
Interest on other short-term funding149  186  293  
Interest on FHLB advances69,816  73,668  30,364  
Interest on long-term funding28,106  22,579  18,176  
Total interest expense336,936  274,557  145,385  
Net interest income835,674  879,580  741,220  
Provision for credit losses16,000  —  26,000  
Net interest income after provision for credit losses819,674  879,580  715,220  
Noninterest income
Insurance commissions and fees89,104  89,511  81,474  
Wealth management fees(a)
83,467  82,562  70,126  
Service charges on deposit account fees63,135  66,075  64,427  
Card-based fees39,755  39,656  34,834  
Other fee-based revenue18,942  17,818  17,854  
Capital markets, net19,862  20,120  19,642  
Mortgage banking, net31,878  19,911  19,360  
Bank and corporate owned life insurance14,845  13,951  16,250  
Asset gains (losses), net(b)
2,713  (1,103) (1,244) 
Investment securities gains (losses), net5,957  (1,985) 434  
Other11,165  9,051  9,523  
Total noninterest income380,824  355,568  332,680  
Noninterest expense
Personnel487,063  482,676  428,976  
Technology82,429  72,674  63,004  
Occupancy62,399  59,121  53,842  
Business development and advertising29,600  30,923  28,946  
Equipment23,550  23,243  21,201  
Legal and professional19,901  23,061  22,509  
Loan and foreclosure costs8,861  7,410  7,293  
FDIC assessment16,250  30,000  31,300  
Other intangible amortization9,948  8,159  1,959  
Acquisition related costs(c)
7,320  29,002  —  
Other46,666  55,530  50,102  
Total noninterest expense793,988  821,799  709,133  
Income before income taxes406,509  413,349  338,767  
Income tax expense79,720  79,786  109,503  
Net income326,790  333,562  229,264  
Preferred stock dividends15,202  10,784  9,347  
Net income available to common equity$311,587  $322,779  $219,917  
Earnings per common share
Basic$1.93  $1.92  $1.45  
Diluted$1.91  $1.89  $1.42  
Average common shares outstanding
Basic160,534  167,345  150,877  
Diluted161,932  169,732  153,647  
Numbers may not sum due to rounding.
(a) Includes trust, asset management, brokerage, and annuity fees.
(b) The year ended December 31, 2019 includes less than $1 million of Huntington related asset losses; the year ended December 31, 2018 includes approximately $2 million of Bank Mutual acquisition related asset losses net of asset gains.
(c) Includes Bank Mutual, Huntington branch, and First Staunton acquisition related costs only.
See accompanying notes to consolidated financial statements.
68



ASSOCIATED BANC-CORP
Consolidated Statements of Comprehensive Income
 For the Years Ended December 31,
 ($ in Thousands)201920182017
Net income$326,790  $333,562  $229,264  
Other comprehensive income, net of tax
Investment securities available for sale
Net unrealized gains (losses)111,592  (39,891) (12,302) 
Net unrealized gain (loss) on available for sale securities transferred to held to maturity securities—  —  (14,738) 
Amortization of net unrealized (gains) losses on available for sale securities transferred to held to maturity securities895  (572) (2,665) 
Reclassification adjustment for net losses (gains) realized in net income(a)
(5,957) 1,985  —  
Reclassification from OCI due to change in accounting principle—  (84) —  
Reclassification of certain tax effects from OCI—  (8,419) —  
Income tax (expense) benefit(26,898) 9,791  11,331  
Other comprehensive income (loss) on investment securities available for sale79,631  (37,189) (18,374) 
Defined benefit pension and postretirement obligations
Amortization of prior service cost(148) (148) (148) 
Net actuarial (loss) gain16,296  (28,612) 14,273  
Amortization of actuarial loss (gain)476  2,203  2,282  
Reclassification of certain tax effects from OCI—  (5,235) —  
Income tax (expense) benefit(4,465) 6,767  (6,112) 
Other comprehensive income (loss) on pension and postretirement obligations12,158  (25,025) 10,295  
Total other comprehensive income (loss)91,789  (62,214) (8,079) 
Comprehensive income$418,579  $271,348  $221,185  
Numbers may not sum due to rounding.
(a) Includes only available for sale securities.

See accompanying notes to consolidated financial statements.

69



ASSOCIATED BANC-CORP
Consolidated Statements of Changes in Stockholders’ Equity
 (In Thousands, except per share data)Preferred Equity  Common Stock  
Shares  AmountShares  AmountSurplusRetained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
Treasury StockTotal
Balance, December 31, 2016165$159,929  163,030  $1,630  $1,364,066  $1,791,196  $(54,679) $(170,830) $3,091,312  
Comprehensive income:
Net income—  —  —  —  —  229,264  —  —  229,264  
Other comprehensive loss—  —  —  —  —  —  (8,079) —  (8,079) 
Comprehensive income$221,185  
Common stock issued:
Stock-based compensation plans, net—  —  —  —  (17,737) —  —  45,356  27,619  
Acquisitions—  —  291   7,148  —  —  —  7,151  
Purchase of common stock returned to authorized but unissued—  —  (1,569) (15) (37,016) —  —  —  (37,031) 
Purchase of treasury stock—  —  —  —  —  —  —  (9,290) (9,290) 
Cash dividends:
Common stock, $0.50 per share—  —  —  —  —  (76,417) —  —  (76,417) 
Preferred stock(a)
—  —  —  —  —  (9,347) —  —  (9,347) 
Stock-based compensation expense, net—  —  —  —  21,227  —  —  —  21,227  
Tax impact of stock-based compensation—  —  —  —  1,034  —  —  —  1,034  
Balance, December 31, 2017165  $159,929  161,752  $1,618  $1,338,722  $1,934,696  $(62,758) $(134,764) $3,237,443  
Comprehensive income:
Net income—  —  —  —  —  333,562  —  —  333,562  
Other comprehensive income—  —  —  —  —  —  (48,476) —  (48,476) 
Adoption of new accounting standards—  —  —  —  —  —  (13,738) —  (13,738) 
Comprehensive income$271,348  
Common stock issued:
Stock-based compensation plans, net—  —  —  —  (7,116) 15,096  —  10,428  18,408  
Acquisitions—  —  13,705  137  396,975  —  —  91,296  488,408  
Purchase of common stock returned to authorized but unissued—  —  (1,357) (14) (33,061) —  —  —  (33,075) 
Purchase of treasury stock—  —  —  —  —  —  —  (213,598) (213,598) 
Cash dividends:
Common stock, $0.62 per share—  —  —  —  —  (105,519) —  —  (105,519) 
Preferred stock(b)
—  —  —  —  —  (10,784) —  —  (10,784) 
Issuance of preferred stock100  97,315  —  —  —  —  —  —  97,315  
Purchase of preferred stock(1) (528) —  —  —  (8) —  —  (537) 
Common stock warrants exercised—  —  1,116  11  (12) —  —  —  (1) 
Stock-based compensation expense, net—  —  —  —  17,107  —  —  —  17,107  
Tax Act reclassification—  —  —  —  —  13,654  —  —  13,654  
Change in accounting principle—  —  —  —  —  84  —  —  84  
Other—  —  —  —  —  632  —  —  632  
Balance, December 31, 2018264  $256,716  175,216  $1,752  $1,712,615  $2,181,414  $(124,972) $(246,638) $3,780,888  
Comprehensive income:
Net income—  —  —  —  —  326,790  —  —  $326,790  
Other comprehensive income—  —  —  —  —  —  91,789  —  91,789  
Comprehensive income$418,579  
Common stock issued:
Stock-based compensation plans, net—  —  —  —  (21,038) —  —  32,254  11,216  
Purchase of treasury stock—  —  —  —  —  —  —  (186,076) (186,076) 
Cash dividends:
Common stock, $0.69 per share—  —  —  —  —  (111,804) —  —  (111,804) 
Preferred stock(c)
—  —  —  —  —  (15,202) —  —  (15,202) 
Stock-based compensation expense, net—  —  —  —  24,854  —  —  —  24,854  
Other—  —  —  —  —  (331) —  —  (331) 
Balance, December 31, 2019264  $256,716  175,216  $1,752  $1,716,431  $2,380,867  $(33,183) $(400,460) $3,922,124  
Numbers may not sum due to rounding.
(a) Series C, $1.53125 per share; and Series D, $1.34375 per share.
(b) Series C, $1.53125 per share; Series D, $1.34375 per share; and Series E, $0.322309 per share.
(c) Series C, $1.53125 per share; Series D, $1.34375 per share; and Series E, $1.46875 per share.
See accompanying notes to consolidated financial statements.
70



ASSOCIATED BANC-CORP
Consolidated Statements of Cash Flows
 For the Years Ended December 31,
($ in Thousands)201920182017
Cash Flows from Operating Activities
Net income$326,790  $333,562  $229,264  
Adjustments to reconcile net income to net cash provided by operating activities:
Provision for credit losses16,000  —  26,000  
Depreciation and amortization58,149  48,253  46,967  
Addition to (recovery of) valuation allowance on mortgage servicing rights, net63  (545) 175  
Amortization of mortgage servicing rights12,432  9,594  10,084  
Amortization of other intangible assets9,948  8,159  1,959  
Amortization and accretion on earning assets, funding, and other, net23,573  11,624  37,476  
Net amortization of tax credit investments20,062  19,425  19,834  
Deferred income taxes13,833  46,947  21,402  
Losses (gains) on sales of investment securities, net(5,957) 1,985  (434) 
Asset (gains) losses, net(2,713) 1,103  1,244  
(Gain) loss on mortgage banking activities, net(20,120) (22,497) (3,516) 
Mortgage loans originated for sale(1,090,792) (1,092,318) (715,357) 
Proceeds from sales of mortgage loans held for sale1,317,077  1,131,652  819,950  
Pension contributions—  (41,877) (6,242) 
(Increase) decrease in interest receivable7,595  (7,417) (9,476) 
Increase (decrease) in interest payable2,495  10,407  6,535  
Increase (decrease) in accrued expenses723  30,924  3,520  
Increase (decrease) in derivative asset(102,966) 40,950  (13,076) 
Net change in other assets and other liabilities(11,930) (33,363) (17,941) 
Net cash provided by operating activities574,260  496,567  458,368  
Cash Flows from Investing Activities
Net increase in loans(137,990) (326,464) (861,934) 
Purchases of
Available for sale securities(460,124) (737,580) (1,137,191) 
Held to maturity securities(423,682) (682,622) (234,379) 
Federal Home Loan Bank and Federal Reserve Bank stocks(246,836) (347,323) (262,986) 
Premises, equipment, and software, net of disposals(67,459) (65,854) (47,369) 
Proceeds from
Sales of available for sale securities1,367,476  601,130  18,467  
Sale of Federal Home Loan Bank and Federal Reserve Bank stocks270,023  282,145  237,656  
Prepayments, calls, and maturities of available for sale investment securities561,659  633,859  713,486  
Prepayments, calls, and maturities of held to maturity investment securities260,510  217,836  210,753  
Sales, prepayments, calls and maturities of other assets10,250  41,856  20,070  
Net change in tax credit and alternative investments(67,632) (57,327) (53,770) 
Net cash (paid) received in acquisition551,250  59,472  339  
Net cash provided by (used in) investing activities1,617,446  (380,872) (1,396,858) 
Cash Flows from Financing Activities
Net increase (decrease) in deposits(1,842,748) 270,481  897,514  
Net increase (decrease) in short-term funding308,039  (581,371) (217,753) 
Net increase (decrease) in short-term FHLB advances(380,000) 616,000  (198,000) 
Repayment of long-term FHLB advances(764,657) (2,150,016) (115,020) 
Proceeds from long-term FHLB advances751,573  1,837,680  750,000  
Redemption of Corporation's senior notes(250,000) —  —  
Repayment of finance lease principal(1) —  —  
Proceeds from issuance of long-term funding—  300,000  —  
Proceeds from issuance of preferred shares—  97,315  —  
Proceeds from issuance of common stock for stock-based compensation plans11,216  18,408  27,619  
Common stock warrants exercised—  (1) —  
Purchase of preferred shares—  (537) —  
Purchase of common stock returned to authorized but unissued—  (33,075) (37,031) 
Purchase of treasury stock(186,076) (213,598) (9,290) 
Cash dividends on common stock(111,804) (105,519) (76,417) 
Cash dividends on preferred stock(15,202) (10,784) (9,347) 
Net cash provided by (used in) financing activities(2,479,660) 44,983  1,012,275  
Net increase (decrease) in cash, cash equivalents, and restricted cash(287,954) 160,678  73,785  
Cash, cash equivalents, and restricted cash at beginning of period876,698  716,018  642,233  
Cash, cash equivalents, and restricted cash at end of period$588,744  $876,698  $716,018  
Numbers may not sum due to rounding.
See accompanying notes to consolidated financial statements.



71



ASSOCIATED BANC-CORP
Consolidated Statements of Cash Flows
For the Years Ended December 31,
($ in Thousands)201920182017
Supplemental disclosures of cash flow information
Cash paid for interest$332,919  $261,724  $138,174  
Cash paid for income and franchise taxes41,131  18,335  81,450  
Loans and bank premises transferred to other real estate owned10,513  26,517  11,505  
Capitalized mortgage servicing rights11,606  10,722  7,167  
Loans transferred into held for sale from portfolio, net313,570  33,010  71,954  
Transfer of held to maturity securities to available for sale securities (adoption of ASU 2019-04)692,414  —  —  
Unsettled trades to purchase securities—  883  —  
Acquisition
Fair value of assets acquired, including cash and cash equivalents695,848  2,567,488  647  
Fair value ascribed to goodwill and intangible assets29,837  261,243  6,450  
Fair value of liabilities assumed725,764  2,340,323  54  
Common stock issued in acquisition(79) 488,408  7,151  
The following table provides a reconciliation of cash, cash equivalents, and restricted cash reported within the consolidated balance sheets that sum to the total of the same sum amounts shown on the consolidated statements of cash flows:
 For the Years Ended December 31,
 ($ in Thousands)201920182017
Cash and cash equivalents$400,232  $782,784  $643,042  
Restricted cash188,512  93,914  72,976  
Total cash, cash equivalents, and restricted cash shown on the consolidated statements of cash flows$588,744  $876,698  $716,018  
Numbers may not sum due to rounding.

Amounts included in restricted cash represent required reserve balances with the Federal Reserve Bank, included in interest-bearing deposits in other financial institutions on the face of the consolidated balance sheets.


See accompanying notes to consolidated financial statements.



72



ASSOCIATED BANC-CORP
Notes to Consolidated Financial Statements
December 31, 2019, 2018, and 2017

Note 1 Summary of Significant Accounting Policies
The accounting and reporting policies of the Corporation conform to U.S. GAAP and to general practice within the financial services industry. The following is a description of the more significant of those policies.
Business
Associated Banc-Corp is a bank holding company headquartered in Wisconsin. The Corporation provides a full range of banking and related financial services to consumer and commercial customers through its network of bank and nonbank subsidiaries. The Corporation is subject to competition from other financial and non-financial institutions that offer similar or competing products and services. The Corporation is regulated by federal and state agencies and is subject to periodic examinations by those agencies.
Basis of Financial Statement Presentation
The consolidated financial statements include the accounts of the Parent Company and its subsidiaries. Investments in unconsolidated entities (none of which are considered to be variable interest entities in which the Corporation is the primary beneficiary) are accounted for using the cost method of accounting when the Corporation has determined that the cost method is appropriate. Investments not meeting the criteria for cost method accounting are accounted for using the equity method of accounting. Investments in unconsolidated entities are included in tax credit and other investments on the consolidated balance sheets, and the Corporation’s share of income or loss is recorded in other noninterest income, while distributions in excess of the investment are asset gains (losses), net.
All significant intercompany balances and transactions have been eliminated in consolidation.
In preparing the consolidated financial statements, management is required to make estimates and assumptions that affect the reported amounts of assets and liabilities as of the date of the balance sheet and revenues and expenses for the period. Actual results could differ significantly from those estimates. Estimates that are particularly susceptible to significant change include the determination of the allowance for loan losses, goodwill impairment assessment, MSRs valuation, and income taxes. Management has evaluated subsequent events for potential recognition or disclosure. Within the tables presented, certain columns and rows may not sum due to the use of rounded numbers for disclosure purposes.
Business Combinations
The Corporation accounts for its acquisitions using the purchase accounting method. Purchase accounting requires the total purchase price to be allocated to the estimated fair values of assets acquired and liabilities assumed, including certain intangible assets that must be recognized. Typically, this allocation results in the purchase price exceeding the fair value of net assets acquired, which is recorded as goodwill. Core deposit intangibles are a measure of the value of checking, money market and savings deposits acquired in business combinations accounted for under the purchase method. Core deposit intangibles and other identified intangibles with finite useful lives are amortized using the straight line method over their estimated useful lives of up to ten years.
Loans that the Corporation acquires in connection with acquisitions are recorded at fair value with no carryover of the related allowance for credit losses. Fair value of the loans involves estimating the amount and timing of principal and interest cash flows expected to be collected on the loans and discounting those cash flows at a market rate of interest. The excess of cash flows expected at acquisition over the estimated fair value is referred to as the accretable discount and is recognized into interest income over the remaining life of the loan when there is a reasonable expectation about the amount and timing of such cash flows. If a reasonable expectation on the amount or timing of such cash flows can't be determined, accretion of the fair value discount for nonperforming loans will be recognized using the cost recovery method of accounting.
For purchased credit-impaired loans, the difference between contractually required payments at acquisition and the cash flows expected to be collected at acquisition is referred to as the non-accretable discount. The non-accretable discount includes estimated future credit losses expected to be incurred over the life of the loan. Subsequent decreases to the expected cash flows will require the Corporation to evaluate the need for an additional allowance for credit losses. Subsequent improvement in expected cash flows will result in the reversal of a corresponding amount of the non-accretable discount which the Corporation will then reclassify as accretable discount that will be recognized into interest income over the remaining life of the loan.
73



The Corporation accounts for performing loans acquired in business combinations using the contractual cash flows method of recognizing discount accretion based on the acquired loans’ contractual cash flows. Purchased performing loans are recorded at fair value, including credit, interest, and liquidity discounts. The fair value discount is accreted as an adjustment to yield over the estimated lives of the loans. There is no allowance for loan losses established at the acquisition date for purchased performing loans. A provision for loan losses is recorded for any further deterioration in these loans subsequent to the acquisition. See Note 2 for additional information on the Corporation's acquisitions.
Investment Securities
Securities are classified as held to maturity, available for sale, or equity on the consolidated balance sheets at the time of purchase. Investment securities classified as held to maturity, which management has the positive intent and ability to hold to maturity, are reported at amortized cost. Investment securities classified as available for sale, which management has the intent and ability to hold for an indefinite period of time, but not necessarily to maturity, are carried at fair value, with unrealized gains and losses, net of related deferred income taxes, included in stockholders’ equity as a separate component of OCI. Investment securities classified as equity securities are carried at fair value with changes in fair value immediately reflected in the consolidated statements of income. Any decision to sell investment securities available for sale would be based on various factors, including, but not limited to, asset / liability management strategies, changes in interest rates or prepayment risks, liquidity needs, or regulatory capital considerations. Realized gains or losses on investment security sales (using specific identification method) are included in investment securities gains (losses), net, on the consolidated statements of income. Premiums and discounts are amortized or accreted into interest income over the estimated life (earlier of call date, maturity, or estimated life) of the related security, using a prospective method that approximates level yield.
In certain situations, management may elect to transfer certain investment securities from the available for sale classification to the held to maturity classification. In such cases, the investment securities are reclassified at fair value at the time of transfer. Any unrealized gain or loss included in accumulated other comprehensive income (loss) at the time of transfer is retained therein and amortized over the remaining life of the investment security as an adjustment to yield.
Declines in the fair value of investment securities (with certain exceptions for debt securities noted below) that are deemed to be other-than-temporary are charged to earnings as a realized loss, and a new cost basis for the investment security is established. In evaluating other-than-temporary impairment, management considers the length of time and extent to which the security has been in an unrealized loss position, changes in security ratings, the financial condition and near-term prospects of the issuer, as well as security and industry specific economic conditions. In addition, the Corporation considers the intent and ability to retain its investment in the issuer for a period of time sufficient to allow for any anticipated recovery in fair value in the near term. Declines in the fair value of debt securities below amortized cost are deemed to be other-than-temporary in circumstances where: (1) the Corporation has the intent to sell a security; (2) it is more likely than not that the Corporation will be required to sell the security before recovery of its amortized cost basis; or (3) the Corporation does not expect to recover the entire amortized cost basis of the security. If the Corporation intends to sell a security or if it is more likely than not that the Corporation will be required to sell the security before recovery, an other-than-temporary impairment write-down is recognized in earnings equal to the difference between the security’s amortized cost basis and its fair value. If an entity does not intend to sell the security or it is more likely than not that it will not be required to sell the security before recovery, the other-than-temporary impairment write-down is separated into an amount representing credit loss, which is recognized in earnings, and an amount related to all other factors, which is recognized in OCI. Declines in value determined to be other-than-temporary are included in investment securities gains (losses), net, on the consolidated statements of income. See Note 3 for additional information on investment securities.
FHLB and Federal Reserve Bank Stocks
The Corporation is required to maintain Federal Reserve stock and FHLB stock as a member of both the Federal Reserve System and the FHLB, and in amounts as required by these institutions. These equity securities are “restricted” in that they can only be sold back to the respective institutions or another member institution at par. Therefore, they are less liquid than other marketable equity securities and their fair value is equal to amortized cost. See Note 3 for additional information on the FHLB and Federal Reserve Bank Stocks.
Loans Held for Sale
Residential Loans Held for Sale: Loans held for sale, which consist generally of current production of certain fixed-rate, first-lien residential mortgage loans, are carried at estimated fair value. As a result of holding these loans at fair value, changes in the secondary market is reflected in earnings immediately, as opposed to being dependent upon the timing of sales. The estimated fair value is based on what secondary markets are currently offering for portfolios with similar characteristics.
74



Commercial Loans Held for Sale: Loans held for sale are carried at the lower of cost or estimated fair value. The estimated fair value is based on a discounted cash flow analysis.
Loans
Loans that management has the intent and ability to hold for the foreseeable future or until maturity or pay-off are reported at their outstanding principal balances, net of any deferred fees and costs on originated loans. Origination fee income received on loans and amounts representing the estimated direct costs of origination are deferred and amortized to interest income over the life of the loan using the effective interest method. An allowance for loan losses is established for estimated credit losses in the loan portfolio. See Allowance for Loan Losses below for further policy discussion. See also Note 4 for additional information on loans.
Nonaccrual Loans: Management considers a loan to be impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. This determination is based on management's review of current information and other events regarding the borrowers’ ability to repay their obligations. Management has determined that commercial and consumer loan relationships that have nonaccrual status or have had their terms restructured in a troubled debt restructuring meet this impaired loan definition.
Interest income on loans is based on the principal balance outstanding computed using the effective interest method. The accrual of interest income for commercial loans is discontinued when there is a clear indication that the borrower’s cash flow may not be sufficient to meet payments as they become due, while the accrual of interest income for consumer loans is discontinued when loans reach specific delinquency levels. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Loans are generally placed on nonaccrual status when contractually past due 90 days or more as to interest or principal payments, unless the loan is well secured and in the process of collection. Additionally, whenever management becomes aware of facts or circumstances that may adversely impact the collectability of principal or interest on loans, it is management’s practice to place such loans on a nonaccrual status immediately, rather than delaying such action until the loans become 90 days past due. When a loan is placed on nonaccrual status, previously accrued and uncollected interest is reversed, amortization of related deferred loan fees or costs is suspended, and income is recorded only to the extent that interest payments are subsequently received in cash and a determination has been made that the principal and interest of the loan is collectible. If collectability of the principal and interest is in doubt, payments received are applied to loan principal.
While a loan is in nonaccrual status, some or all of the cash interest payments received may be treated as interest income on a cash basis as long as the remaining recorded investment in the loan (i.e., after charge off of identified losses, if any) is deemed to be fully collectible. The determination as to the ultimate collectability of the loan's remaining recorded investment must be supported by a current, well documented credit evaluation of the borrower’s financial condition and prospects for repayment, including consideration of the borrower’s sustained historical repayment performance and other relevant factors. A nonaccrual loan is returned to accrual status when all delinquent principal and interest payments become current in accordance with the terms of the loan agreement, the borrower has demonstrated a period of sustained repayment performance, and the ultimate collectability of the total contractual principal and interest is no longer in doubt. A sustained period of repayment performance generally would be a minimum of six months. See Note 4 for additional information on loans.
Troubled Debt Restructurings (“Restructured Loans”): Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. The concessions granted generally involve the modification of terms of the loan, such as changes in payment schedule or interest rate, which generally would not otherwise be considered. Restructured loans can involve loans remaining on nonaccrual, moving to nonaccrual, or continuing on accrual status, depending on the individual facts and circumstances of the borrower. Nonaccrual restructured loans are included and treated with all other nonaccrual loans. In addition, all accruing restructured loans are reported as troubled debt restructurings, which are considered and accounted for as impaired loans. Generally, restructured loans remain on nonaccrual until the customer has attained a sustained period of repayment performance under the modified loan terms (generally a minimum of six months). However, performance prior to the restructuring, or significant events that coincide with the restructuring, are considered in assessing whether the borrower can meet the new terms and whether the loan should be returned to or maintained on accrual status. If the borrower’s ability to meet the revised payment schedule is not reasonably assured, the loan remains on nonaccrual status. See Note 4 for additional information on restructured loans.
Allowance for Loan Losses: The allowance for loan losses is a reserve for estimated credit losses on individually evaluated loans determined to be impaired as well as estimated credit losses inherent in the loan portfolio, and is based on quarterly evaluations of the collectability and historical loss experience of loans. Actual credit losses, net of recoveries, are deducted from the allowance for loan losses. A provision for loan losses, which is a charge against earnings, is recorded to bring the allowance for loan losses to a level that, in management’s judgment, is appropriate to absorb probable losses in the loan portfolio.
75



The methodology applied by the Corporation, designed to assess the appropriateness of the allowance for loan losses, is based upon management’s ongoing review and grading of the loan portfolio into criticized loan categories (defined as specific loans warranting either specific allocation, or a criticized status of special mention, substandard, doubtful, or loss). The methodology also focuses on evaluation of several factors, including but not limited to: evaluation of facts and issues related to specific loans, management’s ongoing review and grading of the loan portfolio, consideration of historical loan loss and delinquency experience on each portfolio category, trends in past due and nonaccrual loans, the level of potential problem loans, the risk characteristics of the various classifications of loans, changes in the size and character of the loan portfolio, concentrations of loans to specific borrowers or industries, existing economic conditions, the fair value of underlying collateral, and other qualitative and quantitative factors which could affect potential credit losses. Because each of the criteria used is subject to change, the analysis of the allowance for loan losses is not necessarily indicative of the trend of future loan losses in any particular loan category. The total allowance for loan losses is available to absorb losses from any segment of the loan portfolio.
When an individual loan is determined to be impaired, the allowance for loan losses attributable to the loan is allocated based on management’s estimate of the borrower’s ability to repay the loan given the availability of collateral, other sources of cash flows, as well as evaluation of legal options available to the Corporation. The amount of impairment is measured based upon the present value of expected future cash flows discounted at the loan’s effective interest rate, the fair value of the underlying collateral less applicable selling costs, or the observable market price of the loan. If foreclosure is probable or the loan is collateral dependent, impairment is measured using the fair value of the loan’s collateral, less costs to sell. Large groups of homogeneous loans, such as residential mortgage, home equity, and other consumer, are collectively evaluated for impairment.
Management believes that the level of the allowance for loan losses is appropriate. While management uses currently available information to recognize losses on loans, future adjustments to the allowance for loan losses may be necessary based on newly received appraisals, updated commercial customer financial statements, rapidly deteriorating cash flow, and changes in economic conditions that affect our customers. In addition, various regulatory agencies, as an integral part of their examination process, periodically review the Corporation’s allowance for loan losses. Such agencies may require additions to the allowance for loan losses or may require that certain loan balances be charged off or downgraded into criticized loan categories when their credit evaluations differ from those of management based on their judgments about information available to them at the time of their examinations. See Loans above for further policy discussion and see Note 4 for additional information on the allowance for loan losses.
OREO
OREO is included in other assets on the consolidated balance sheets and is comprised of property acquired through a foreclosure proceeding or acceptance of a deed-in-lieu of foreclosure, and loans classified as in-substance foreclosure. OREO is recorded at the fair value of the underlying property collateral, less estimated selling costs. This fair value becomes the new cost basis for the foreclosed asset. The initial write-down, if any, will be recorded as a charge off against the allowance for loan losses. Any subsequent write-downs to reflect current fair value, as well as gains and losses on disposition and revenues and expenses incurred in maintaining such properties, are expensed as incurred. OREO also includes bank premises formerly but no longer used for banking as well as property originally acquired for future expansion but no longer intended to be used for that purpose. Banking premises are transferred at the lower of carrying value or fair value, less estimated selling costs and any write-down is expensed as incurred.
Allowance for Unfunded Commitments
The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. The determination of the appropriate level of the allowance for unfunded commitments is based upon an evaluation of the unfunded credit facilities, including an assessment of historical commitment utilization experience and credit risk grading of the loan. Net adjustments to the allowance for unfunded commitments are included in the provision for credit losses on the consolidated statements of income. See Note 4 and Note 16 for additional information on the allowance for unfunded commitments.
Premises and Equipment and Software
Premises and equipment are stated at cost less accumulated depreciation and amortization. Depreciation and amortization are computed on the straight-line method over the estimated useful lives of the related assets or the lease term. Maintenance and repairs are charged to expense as incurred, while additions or major improvements are capitalized and depreciated over the estimated useful lives. Leasehold improvements are amortized on a straight-line basis over the lesser of the lease terms, including extension options which the Corporation has determined are reasonably certain to be exercised, or the estimated useful lives of the improvements. Software, included in other assets on the consolidated balance sheets, is amortized on a
76



straight-line basis over the lesser of the contract terms or the estimated useful life of the software. See Note 6 for additional information on premises and equipment.
Leases
The Corporation determines if a lease is present at the inception of an agreement. Operating leases are capitalized at commencement and are discounted using the Corporation’s FHLB borrowing rate for a similar term borrowing unless the lease defines an implicit rate within the contract. Leases with original terms of less than 12 months are not capitalized. For operating leases existing prior to January 1, 2019, the rate for the remaining lease term as of January 1, 2019 was used.
Right-of-use assets represent the Corporation’s right to use an underlying asset for the lease term and lease liabilities represent the obligation to make lease payments arising from the lease. Operating lease right-of-use assets and operating lease liabilities are recognized on the lease commencement date based on the present value of lease payments over the lease term. No significant judgments or assumptions were involved in developing the estimated operating lease liabilities as the Corporation’s operating lease liabilities largely represent future rental expenses associated with operating leases and the borrowing rates are based on publicly available interest rates.
The lease term includes options to extend or terminate the lease. These options to extend or terminate are assessed on a lease-by-lease basis and adjustments are made to the right-of-use asset and lease liability if the Corporation is reasonably certain that an option will be exercised and will be expensed on a straight-line basis. Operating and finance leases are included within premises and equipment, net and other assets, respectively, on the consolidated balance sheets. See Note 7 for additional information on leases.
Goodwill and Intangible Assets
Goodwill and Other Intangible Assets: The excess of the cost of an acquisition over the fair value of the net assets acquired consists primarily of goodwill, core deposit intangibles, and other identifiable intangibles (primarily related to customer relationships acquired). Core deposit intangibles have estimated finite lives and are amortized on a straight-line basis to expense over a 10-year period. The other intangibles have estimated finite lives and are amortized on a straight-line basis over their expected useful life. The Corporation reviews long-lived assets and certain identifiable intangibles for impairment at least annually, or whenever events or changes in circumstances indicate that the carrying amount of an asset may not be recoverable, in which case an impairment charge would be recorded.
Goodwill is not amortized but, instead, is subject to impairment tests on at least an annual basis, and more frequently if an event occurs or circumstances change that would more likely than not reduce the fair value of a reporting unit below its carrying amount. The impairment testing process is conducted by assigning net assets and goodwill to each reporting unit. An initial qualitative evaluation is made to assess the likelihood of impairment and determine whether further quantitative testing to calculate the fair value is necessary. When the qualitative evaluation indicates that impairment is more likely than not, quantitative testing is required whereby the fair value of each reporting unit is calculated and compared to the recorded book value, “step one.” If the calculated fair value of the reporting unit exceeds its carrying value, goodwill is not considered impaired and “step two” is not considered necessary. If the carrying value of a reporting unit exceeds its calculated fair value, the impairment test continues (“step two”) by comparing the carrying value of the reporting unit’s goodwill to the implied fair value of goodwill. The implied fair value is computed by adjusting all assets and liabilities of the reporting unit to current fair value with the offset adjustment to goodwill. The adjusted goodwill balance is the implied fair value of the goodwill. An impairment charge is recognized if the carrying value of goodwill exceeds the implied fair value of goodwill. See Note 5 for additional information on goodwill and other intangible assets.
Mortgage Servicing Rights: The Corporation sells residential mortgage loans in the secondary market and typically retains the right to service the loans sold. Upon sale, an MSRs asset is capitalized, which represents the then current fair value of future net cash flows expected to be realized for performing servicing activities. MSRs, when purchased, are initially recorded at fair value. As the Corporation has not elected to subsequently measure any class of servicing assets under the fair value measurement method, the Corporation follows the amortization method. MSRs are amortized in proportion to and over the period of estimated net servicing income, and assessed for impairment at each reporting date. MSRs are carried at the lower of the initial capitalized amount, net of accumulated amortization, or estimated fair value, and included in other intangible assets, net, on the consolidated balance sheets.
The Corporation periodically evaluates its MSRs asset for impairment. Impairment is assessed based on fair value at each reporting date using estimated prepayment speeds of the underlying mortgage loans serviced and stratifications based on the risk characteristics of the underlying loans (predominantly loan type and note interest rate). As mortgage interest rates fall, prepayment speeds are usually faster and the value of the MSRs asset generally decreases, requiring additional valuation
77



reserve. Conversely, as mortgage interest rates rise, prepayment speeds are usually slower and the value of the MSRs asset generally increases, requiring less valuation reserve. A valuation allowance is established, through a charge to earnings, to the extent the amortized cost of the MSRs exceeds the estimated fair value by stratification. If it is later determined that all or a portion of the temporary impairment no longer exists for a stratification, the valuation is reduced through a recovery to earnings. An other-than-temporary impairment (i.e., recoverability is considered remote when considering interest rates and loan pay off activity) is recognized as a write-down of the MSRs asset and the related valuation allowance (to the extent a valuation allowance is available) and then against earnings. A direct write-down permanently reduces the carrying value of the MSRs asset and valuation allowance, precluding subsequent recoveries. See Note 5 for additional information on MSRs.
Income Taxes
Amounts provided for income tax expense are based on income reported for financial statement purposes and do not necessarily represent amounts currently payable under tax laws. Deferred income taxes, which arise principally from temporary differences between the amounts reported in the financial statements and the tax bases of assets and liabilities, are included in the amounts provided for income taxes. In assessing the realizability of DTAs, management considers whether it is more likely than not that some portion or all of the DTAs will not be realized. The ultimate realization of DTAs is dependent upon the generation of future taxable income and tax planning strategies which will create taxable income during the periods in which those temporary differences become deductible. Management considers the scheduled reversal of deferred tax liabilities, the amount of taxes paid in available carryback years, projected future taxable income, and, if necessary, tax planning strategies in making this assessment.
The Corporation files a consolidated federal income tax return and separate or combined state income tax returns. Accordingly, amounts equal to tax benefits of those subsidiaries having taxable federal or state losses or credits are offset by other subsidiaries that incur federal or state tax liabilities.
It is the Corporation’s policy to provide for uncertainty in income taxes as a part of income tax expense based upon management’s assessment of whether a tax benefit is more likely than not to be sustained upon examination by tax authorities. At December 31, 2019 and 2018, the Corporation believes it has appropriately accounted for any unrecognized tax benefits. To the extent the Corporation prevails in matters for which a liability for an unrecognized tax benefit was established or is required to pay amounts in excess of the liability established, the Corporation’s effective tax rate in a given financial statement period may be impacted. See Note 13 for additional information on income taxes.
Derivative and Hedging Activities
Derivative instruments, including derivative instruments embedded in other contracts, are carried at fair value on the consolidated balance sheets with changes in the fair value recorded to earnings or accumulated other comprehensive income, as appropriate. On the date the derivative contract is entered into, the Corporation designates the derivative as a fair value hedge (i.e., a hedge of the fair value of a recognized asset or liability), a cash flow hedge (i.e., a hedge of the variability of cash flows to be received or paid related to a recognized asset or liability), or a free-standing derivative instrument. For a derivative designated as a fair value hedge, the changes in the fair value of the derivative instrument and the changes in the fair value of the hedged asset or liability are recognized in current period earnings as an increase or decrease to the carrying value of the hedged item on the balance sheet and in the related income statement account. Amounts within accumulated other comprehensive income are reclassified into earnings in the period the hedged item affects earnings. For a derivative designated as a free-standing derivative instrument, changes in fair value are reported in current period earnings. The free-standing derivative instruments included: interest rate risk management, commodity hedging, and foreign currency exchange solutions.
The Corporation is exposed to counterparty credit risk, which is the risk that counterparties to the derivative contracts do not perform as expected. If a counterparty fails to perform, our counterparty credit risk is equal to the amount reported as a derivative asset on our balance sheet. The Corporation uses master netting arrangements to mitigate counterparty credit risk in derivative transactions. To the extent the derivatives are subject to master netting arrangements, the Corporation takes into account the impact of master netting arrangements that allow the Corporation to settle all derivative contracts executed with the same counterparty on a net basis, and to offset the net derivative position with the related cash collateral. In the third quarter of 2019, the Corporation elected to offset derivative transactions with the same counterparty on the consolidated balance sheets when a derivative transaction has a legally enforceable master netting arrangement and when it is eligible for netting. Derivative balances and related cash collateral are presented net on the consolidated balance sheets. Refer to Change in Accounting Policy section within this note for additional discussion.
78



Securities Sold Under Agreement to Repurchase
The Corporation enters into agreements under which it sells securities subject to an obligation to repurchase the same or similar securities. Under these arrangements, the Corporation may transfer legal control over the assets but still retain effective control through an agreement that both entitles and obligates the Corporation to repurchase the assets. These repurchase agreements are accounted for as collateralized financing arrangements (i.e., secured borrowings whereby the collateral would be used to settle the fair value of the repurchase agreement should the Corporation be in default (e.g., fails to make an interest payment to the counterparty)) and not as a sale and subsequent repurchase of securities (i.e., there is no offsetting or netting of the investment securities assets with the repurchase agreement liabilities). The obligation to repurchase the securities is reflected as a liability within federal funds purchased and securities sold under agreements to repurchase on the Corporation’s consolidated balance sheets, while the securities underlying the repurchase agreements remain in the respective investment securities asset accounts. See Notes 9 and 15 for additional information on repurchase agreements.
Retirement Plans
The funded status of the retirement plans is recognized as an asset or liability on the consolidated balance sheets and changes in that funded status are recognized in the year in which the changes occur through OCI. Plan assets and benefit obligations are measured as of fiscal year end. The measurement of the projected benefit obligation and pension expense involve actuarial valuation methods and the use of various actuarial and economic assumptions. The Corporation monitors the assumptions and updates them periodically. Due to the long-term nature of the pension plan obligation, actual results may differ significantly from estimations. Such differences are adjusted over time as the assumptions are replaced by facts and values are recalculated. See Note 12 for additional information on the Corporation’s retirement plans.
Stock-Based Compensation
The fair value of stock options granted is estimated on the date of grant using a Black-Scholes option pricing model, while the fair value of restricted common stock awards is their fair market value on the date of grant. Performance awards are based on performance goals of earnings per share and total shareholder return with vesting ranging from a minimum of 0% to a maximum of 150% of the target award. Performance awards are valued utilizing a Monte Carlo simulation model to estimate fair value of the awards at the grant date. The fair values of stock options and restricted stock awards are amortized as compensation expense on a straight-line basis over the vesting period of the grants. Expenses related to stock options and restricted stock awards are fully recognized on the date the colleague meets the definition of normal or early retirement. Compensation expense recognized is included in personnel expense on the consolidated statements of income. See Note 11 for additional information on stock-based compensation.
Comprehensive Income
Comprehensive income includes all changes in stockholders’ equity during a period, except those resulting from transactions with stockholders. In addition to net income, other components of the Corporation’s comprehensive income include the after tax effect of changes in net unrealized gain / loss on securities available for sale and changes in net actuarial gain / loss on defined benefit postretirement plans. Comprehensive income is reported on the accompanying consolidated statements of changes in stockholder’s equity and consolidated statements of comprehensive income. See Note 22 for additional information on accumulated other comprehensive income (loss).
Fair Value Measurements
Fair value represents the estimated price at which an orderly transaction to sell an asset or to transfer a liability would take place between market participants at the measurement date under current market conditions (i.e., an exit price concept). As there is no active market for many of the Corporation’s financial instruments, estimates are made using discounted cash flow or other valuation techniques. Inputs into the valuation methods are subjective in nature, involve uncertainties, and require significant judgment and therefore cannot be determined with precision. Accordingly, the derived fair value estimates presented herein are not necessarily indicative of the amounts the Corporation could realize in a current market exchange. Assets and liabilities are categorized into three levels based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. In instances where the determination of the fair value measurement is based on inputs from different levels of the fair value hierarchy, the level in the fair value hierarchy in which the entire fair value measurement falls is based on the lowest level input that is significant to the fair value measurement in its entirety. The Corporation’s assessment of the significance of a particular input to the fair value measurement in its entirety requires judgment, and considers factors specific to the asset or liability. See Note 18 for additional information on fair value measurements. Below is a brief description of each fair value level.
79



Level 1 — Level 1 inputs utilize quoted prices (unadjusted) in active markets for identical assets or liabilities that the Corporation has the ability to access.
Level 2 — Level 2 inputs are inputs other than quoted prices included in Level 1 that are observable for the asset or liability, either directly or indirectly. Level 2 inputs may include quoted prices for similar assets and liabilities in active markets, as well as inputs that are observable for the asset or liability (other than quoted prices), such as interest rates, foreign exchange rates, and yield curves that are observable at commonly quoted intervals.
Level 3 — Level 3 inputs are unobservable inputs for the asset or liability, which are typically based on an entity’s own assumptions, as there is little, if any, related market activity.
Cash, Cash Equivalents, and Restricted Cash
For purposes of the consolidated statements of cash flows, cash, cash equivalents, and restricted cash are considered to include cash and due from banks, interest-bearing deposits in other financial institutions, federal funds sold and securities purchased under agreements to resell.
Earnings Per Common Share
Earnings per common share are calculated utilizing the two-class method. Basic earnings per common share are calculated by dividing the sum of distributed earnings to common shareholders and undistributed earnings allocated to common shareholders by the weighted average number of common shares outstanding. Diluted earnings per common share are calculated by dividing the sum of distributed earnings to common shareholders and undistributed earnings allocated to common shareholders by the weighted average number of common shares outstanding adjusted for the dilutive effect of common stock awards (outstanding stock options and unvested restricted stock awards) and common stock warrants. See Note 20 for additional information on earnings per common share.
Change in Accounting Policy
The Corporation enters into ISDA master netting agreements with a portion 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 and offset cash with the same counterparty. Under ASC 815-10-45-5, payables and receivables in respect of cash collateral received from or paid to a given counterparty can be offset against derivative fair values under a master netting arrangement. GAAP does not permit similar offsetting for security collateral. Prior to the third quarter of 2019, the Corporation elected to account for all derivatives’ fair values and related cash collateral on a gross basis on its consolidated balance sheets. In the third quarter of 2019, the Corporation elected to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The change had no impact on either earnings or equity. The Corporation believes that this change is a preferable method of accounting as it provides a better reflection of the assets and liabilities on the face of the consolidated balance sheets. Adoption of this change is voluntary and has been adopted retrospectively with all prior periods presented herein being revised for comparability and as required. A reduction of $33 million was reflected between other assets as well as accrued expenses and other liabilities as of December 31, 2018 on the consolidated balance sheets.

Change in Accounting Estimate

During the third quarter of 2019, the Corporation reassessed its estimate of the useful lives of certain fixed assets. The Corporation revised its original useful life estimate from 7 years to 12 years for furniture assets. This is considered a change in accounting estimate, per ASC 250-10, where adjustments should be made prospectively. The impact of this change in accounting estimate for the year ended December 31, 2019 to net income on the consolidated statements of income and premises and equipment, net on the consolidated balance sheets was approximately $915,000.

80



Recently Issued Authoritative Accounting Guidance
StandardDescriptionDate of adoptionEffect on financial statements
ASU 2019-07
Codification Updates to SEC Sections-Amendments to SEC Paragraphs Pursuant to SEC Final Releases No. 33-10532, Disclosure Updates and Simplification, and Nos. 33-10231 and 33-10442, Investment Company Reporting Modernization, and Miscellaneous Updates
The FASB issued this amendment to align the guidance in various SEC sections of the Codification with the requirements of certain SEC final rules. This amendment became effective upon issuance.3rd Quarter 2019No material impact on results of operations, financial position and liquidity.
ASU 2019-04
Codification Improvements to Topic 326, Financial Instruments-Credit Losses, Topic 815, Derivatives and Hedging, and Topic 825, Financial Instruments
The FASB issued this amendment to clarify certain aspects of accounting for credit losses, hedging activities, and financial instruments. Within ASU 2017-12, Derivatives and Hedging (Topic 815): Targeted Improvements to Accounting for Hedging Activities, the amendment allows an entity to designate partial-term fair value hedges of interest rate risk and measure the hedged item by using an assumed maturity, clarifies that an entity can start to amortize the hedged items basis adjustment in a fair value hedge, and it requires entities to disclose for fair value hedging relationships the carrying amounts of hedged assets and liabilities and the cumulative amount of fair value hedge basis adjustments. In addition, it permits a one-time election to reclassify securities that could be used in a hedge from held to maturity to available for sale without risk of tainting the remainder of the held to maturity portfolio. For entities that have adopted the amendments in Update 2017-12 as of the issuance date of this Update, the effective date is as of the beginning of the first annual period beginning after the issuance date of this Update. For those entities, early adoption was permitted, including adoption on any date on or after the issuance of this Update.3rd Quarter 2019During the third quarter of 2019, the Corporation made a one-time election to transfer municipal securities with an amortized cost of $692 million from held to maturity to available for sale.
ASU-2018-15 Intangibles-Goodwill and Other-Internal-Use Software (Subtopic 350-40): Customer's Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That is a Service ContractThe FASB issued an amendment which aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. The amendments in this Update require an entity (customer) in a hosting arrangement that is a service contract to follow the guidance in Subtopic 350-40 to determine which implementation costs to capitalize as an asset related to the service contract and which costs to expense. The amendments also require the entity (customer) to expense the capitalized implementation costs of a hosting arrangement that is a service contract over the term of the hosting arrangement. The amendment is effective for fiscal years beginning after December 15, 2019, and interim periods within those fiscal years. Entities were required to apply the amendment either retrospectively or prospectively to all implementation costs incurred after the date of adoption. Early adoption was permitted.1st Quarter 2019The Corporation elected to early adopt this amendment using the prospective approach. No material impact on results of operation, financial position or liquidity.
ASU 2018-09 Codification ImprovementsThe FASB issued an amendment which affects a wide variety of Topics in the Codification. The amendments apply to all reporting entities within the scope of the affected accounting guidance. The amendments in this Update represent changes to clarify, correct errors in, or make minor improvements to the Codification. The amendments make the Codification easier to understand and easier to apply by eliminating inconsistencies and providing clarifications. The transition and effective date guidance is based on the facts and circumstances of each amendment. Some of the amendments in this Update did not require transition guidance and were effective upon issuance of this Update. However, many of the amendments in this Update did have transition guidance with effective dates for annual periods beginning after December 15, 2018. There are some conforming amendments in this Update that have been made to recently issued guidance that is not yet effective that may require application of the transition and effective date guidance in the original ASU.1st Quarter 2019No material impact on results of operations, financial position and liquidity.
81



StandardDescriptionDate of adoptionEffect on financial statements
ASU 2016-02 Leases (Topic 842)The FASB issued an amendment to provide transparency and comparability among organizations by recognizing lease assets and lease liabilities on the consolidated balance sheets and disclosing key information about leasing arrangements. This amendment required lessees to recognize the following for all leases (with the exception of short-term leases) at the commencement date: 1) a lease liability, which is a lessee's obligation to make lease payments arising from a lease, measured on a discounted basis; and 2) a right-of-use asset, which is an asset that represents the lessee's right to use, or control the use of, a specified asset for the lease term. Under the new guidance, lessor accounting is largely unchanged. This amendment was effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2018. Entities are required to recognize and measure leases at the beginning of the earliest period presented using a modified retrospective approach. The modified retrospective approach includes a number of optional practical expedients that entities could elect to apply. These practical expedients relate to the identification and classification of leases that commenced before the effective date, initial direct costs for leases that commenced before the effective date, and the ability to use hindsight in evaluating lessee options to extend or terminate a lease or to purchase the underlying asset. Early adoption was permitted. ASU 2018-01 permits an entity to elect an optional transition practical expedient to not evaluate under Topic 842 land easements that exist or expired before the entity's adoption of Topic 842. ASU 2018-10 was issued as improvements and clarifications of ASU 2016-02 were identified. This Update provides clarification on narrow aspects of the previously issued Updates. ASU 2018-11 was issued to provide entities with an additional (and optional) transition method to adopt the new leases standard under ASU 2016-02. ASU 2019-01 was issued to assist in determining the fair value of underlying assets by lessors, address the presentation to the statements of cash flows, and clarify transition disclosures related to Topic 250.1st Quarter 2019The Corporation has adopted this amendment utilizing a modified retrospective approach. At adoption, a right-of-use asset and corresponding lease liability were recognized on the consolidated balance sheets for $52 million and $56 million, respectively. See Note 7 for expanded disclosure requirements.

Future Accounting PronouncementsBasis of Financial Statement Presentation
NewThe consolidated financial statements include the accounts of the Parent Company and its subsidiaries. Investments in unconsolidated entities (none of which are considered to be variable interest entities in which the Corporation is the primary beneficiary) are accounted for using the cost method of accounting policies adoptedwhen the Corporation has determined that the cost method is appropriate. Investments not meeting the criteria for cost method accounting are accounted for using the equity method of accounting. Investments in unconsolidated entities are included in tax credit and other investments on the consolidated balance sheets, and the Corporation’s share of income or loss is recorded in other noninterest income, while distributions in excess of the investment are asset gains (losses), net.
All significant intercompany balances and transactions have been eliminated in consolidation.
In preparing the consolidated financial statements, management is required to make estimates and assumptions that affect the reported amounts of assets and liabilities as of the date of the balance sheet and revenues and expenses for the period. Actual results could differ significantly from those estimates. Estimates that are particularly susceptible to significant change include the determination of the allowance for loan losses, goodwill impairment assessment, MSRs valuation, and income taxes. Management has evaluated subsequent events for potential recognition or disclosure. Within the tables presented, certain columns and rows may not sum due to the use of rounded numbers for disclosure purposes.
Business Combinations
The Corporation accounts for its acquisitions using the purchase accounting method. Purchase accounting requires the total purchase price to be allocated to the estimated fair values of assets acquired and liabilities assumed, including certain intangible assets that must be recognized. Typically, this allocation results in the purchase price exceeding the fair value of net assets acquired, which is recorded as goodwill. Core deposit intangibles are a measure of the value of checking, money market and savings deposits acquired in business combinations accounted for under the purchase method. Core deposit intangibles and other identified intangibles with finite useful lives are amortized using the straight line method over their estimated useful lives of up to ten years.
Loans that the Corporation acquires in connection with acquisitions are recorded at fair value with no carryover of the related allowance for credit losses. Fair value of the loans involves estimating the amount and timing of principal and interest cash flows expected to be collected on the loans and discounting those cash flows at a market rate of interest. The excess of cash flows expected at acquisition over the estimated fair value is referred to as the accretable discount and is recognized into interest income over the remaining life of the loan when there is a reasonable expectation about the amount and timing of such cash flows. If a reasonable expectation on the amount or timing of such cash flows can't be determined, accretion of the fair value discount for nonperforming loans will be recognized using the cost recovery method of accounting.
For purchased credit-impaired loans, the difference between contractually required payments at acquisition and the cash flows expected to be collected at acquisition is referred to as the non-accretable discount. The non-accretable discount includes estimated future credit losses expected to be incurred over the life of the loan. Subsequent decreases to the expected cash flows will require the Corporation to evaluate the need for an additional allowance for credit losses. Subsequent improvement in expected cash flows will result in the reversal of a corresponding amount of the non-accretable discount which the Corporation will then reclassify as accretable discount that will be recognized into interest income over the remaining life of the loan.
73



The Corporation accounts for performing loans acquired in business combinations using the contractual cash flows method of recognizing discount accretion based on the acquired loans’ contractual cash flows. Purchased performing loans are recorded at fair value, including credit, interest, and liquidity discounts. The fair value discount is accreted as an adjustment to yield over the estimated lives of the loans. There is no allowance for loan losses established at the acquisition date for purchased performing loans. A provision for loan losses is recorded for any further deterioration in these loans subsequent to the acquisition. See Note 2 for additional information on the Corporation's acquisitions.
Investment Securities
Securities are classified as held to maturity, available for sale, or equity on the consolidated balance sheets at the time of purchase. Investment securities classified as held to maturity, which management has the positive intent and ability to hold to maturity, are reported at amortized cost. Investment securities classified as available for sale, which management has the intent and ability to hold for an indefinite period of time, but not necessarily to maturity, are carried at fair value, with unrealized gains and losses, net of related deferred income taxes, included in stockholders’ equity as a separate component of OCI. Investment securities classified as equity securities are carried at fair value with changes in fair value immediately reflected in the consolidated statements of income. Any decision to sell investment securities available for sale would be based on various factors, including, but not limited to, asset / liability management strategies, changes in interest rates or prepayment risks, liquidity needs, or regulatory capital considerations. Realized gains or losses on investment security sales (using specific identification method) are included in investment securities gains (losses), net, on the consolidated statements of income. Premiums and discounts are amortized or accreted into interest income over the estimated life (earlier of call date, maturity, or estimated life) of the related security, using a prospective method that approximates level yield.
In certain situations, management may elect to transfer certain investment securities from the available for sale classification to the held to maturity classification. In such cases, the investment securities are reclassified at fair value at the time of transfer. Any unrealized gain or loss included in accumulated other comprehensive income (loss) at the time of transfer is retained therein and amortized over the remaining life of the investment security as an adjustment to yield.
Declines in the fair value of investment securities (with certain exceptions for debt securities noted below) that are deemed to be other-than-temporary are charged to earnings as a realized loss, and a new cost basis for the investment security is established. In evaluating other-than-temporary impairment, management considers the length of time and extent to which the security has been in an unrealized loss position, changes in security ratings, the financial condition and near-term prospects of the issuer, as well as security and industry specific economic conditions. In addition, the Corporation considers the intent and ability to retain its investment in the issuer for a period of time sufficient to allow for any anticipated recovery in fair value in the near term. Declines in the fair value of debt securities below amortized cost are deemed to be other-than-temporary in circumstances where: (1) the Corporation has the intent to sell a security; (2) it is more likely than not that the Corporation will be required to sell the security before recovery of its amortized cost basis; or (3) the Corporation does not expect to recover the entire amortized cost basis of the security. If the Corporation intends to sell a security or if it is more likely than not that the Corporation will be required to sell the security before recovery, an other-than-temporary impairment write-down is recognized in earnings equal to the difference between the security’s amortized cost basis and its fair value. If an entity does not intend to sell the security or it is more likely than not that it will not be required to sell the security before recovery, the other-than-temporary impairment write-down is separated into an amount representing credit loss, which is recognized in earnings, and an amount related to all other factors, which is recognized in OCI. Declines in value determined to be other-than-temporary are included in investment securities gains (losses), net, on the consolidated statements of income. See Note 3 for additional information on investment securities.
FHLB and Federal Reserve Bank Stocks
The Corporation is required to maintain Federal Reserve stock and FHLB stock as a member of both the Federal Reserve System and the FHLB, and in amounts as required by these institutions. These equity securities are “restricted” in that they can only be sold back to the respective institutions or another member institution at par. Therefore, they are less liquid than other marketable equity securities and their fair value is equal to amortized cost. See Note 3 for additional information on the FHLB and Federal Reserve Bank Stocks.
Loans Held for Sale
Residential Loans Held for Sale: Loans held for sale, which consist generally of current production of certain fixed-rate, first-lien residential mortgage loans, are carried at estimated fair value. As a result of holding these loans at fair value, changes in the secondary market is reflected in earnings immediately, as opposed to being dependent upon the timing of sales. The estimated fair value is based on what secondary markets are currently offering for portfolios with similar characteristics.
74



Commercial Loans Held for Sale: Loans held for sale are carried at the lower of cost or estimated fair value. The estimated fair value is based on a discounted cash flow analysis.
Loans
Loans that management has the intent and ability to hold for the foreseeable future or until maturity or pay-off are reported at their outstanding principal balances, net of any deferred fees and costs on originated loans. Origination fee income received on loans and amounts representing the estimated direct costs of origination are deferred and amortized to interest income over the life of the loan using the effective interest method. An allowance for loan losses is established for estimated credit losses in the loan portfolio. See Allowance for Loan Losses below for further policy discussion. See also Note 4 for additional information on loans.
Nonaccrual Loans: Management considers a loan to be impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. This determination is based on management's review of current information and other events regarding the borrowers’ ability to repay their obligations. Management has determined that commercial and consumer loan relationships that have nonaccrual status or have had their terms restructured in a troubled debt restructuring meet this impaired loan definition.
Interest income on loans is based on the principal balance outstanding computed using the effective interest method. The accrual of interest income for commercial loans is discontinued when there is a clear indication that the borrower’s cash flow may not be sufficient to meet payments as they become due, while the accrual of interest income for consumer loans is discontinued when loans reach specific delinquency levels. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Loans are generally placed on nonaccrual status when contractually past due 90 days or more as to interest or principal payments, unless the loan is well secured and in the process of collection. Additionally, whenever management becomes aware of facts or circumstances that may adversely impact the collectability of principal or interest on loans, it is management’s practice to place such loans on a nonaccrual status immediately, rather than delaying such action until the loans become 90 days past due. When a loan is placed on nonaccrual status, previously accrued and uncollected interest is reversed, amortization of related deferred loan fees or costs is suspended, and income is recorded only to the extent that interest payments are subsequently received in cash and a determination has been made that the principal and interest of the loan is collectible. If collectability of the principal and interest is in doubt, payments received are applied to loan principal.
While a loan is in nonaccrual status, some or all of the cash interest payments received may be treated as interest income on a cash basis as long as the remaining recorded investment in the loan (i.e., after charge off of identified losses, if any) is deemed to be fully collectible. The determination as to the ultimate collectability of the loan's remaining recorded investment must be supported by a current, well documented credit evaluation of the borrower’s financial condition and prospects for repayment, including consideration of the borrower’s sustained historical repayment performance and other relevant factors. A nonaccrual loan is returned to accrual status when all delinquent principal and interest payments become current in accordance with the terms of the loan agreement, the borrower has demonstrated a period of sustained repayment performance, and the ultimate collectability of the total contractual principal and interest is no longer in doubt. A sustained period of repayment performance generally would be a minimum of six months. See Note 4 for additional information on loans.
Troubled Debt Restructurings (“Restructured Loans”): Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. The concessions granted generally involve the modification of terms of the loan, such as changes in payment schedule or interest rate, which generally would not otherwise be considered. Restructured loans can involve loans remaining on nonaccrual, moving to nonaccrual, or continuing on accrual status, depending on the individual facts and circumstances of the borrower. Nonaccrual restructured loans are included and treated with all other nonaccrual loans. In addition, all accruing restructured loans are reported as troubled debt restructurings, which are considered and accounted for as impaired loans. Generally, restructured loans remain on nonaccrual until the customer has attained a sustained period of repayment performance under the modified loan terms (generally a minimum of six months). However, performance prior to the restructuring, or significant events that coincide with the restructuring, are considered in assessing whether the borrower can meet the new terms and whether the loan should be returned to or maintained on accrual status. If the borrower’s ability to meet the revised payment schedule is not reasonably assured, the loan remains on nonaccrual status. See Note 4 for additional information on restructured loans.
Allowance for Loan Losses: The allowance for loan losses is a reserve for estimated credit losses on individually evaluated loans determined to be impaired as well as estimated credit losses inherent in the loan portfolio, and is based on quarterly evaluations of the collectability and historical loss experience of loans. Actual credit losses, net of recoveries, are deducted from the allowance for loan losses. A provision for loan losses, which is a charge against earnings, is recorded to bring the allowance for loan losses to a level that, in management’s judgment, is appropriate to absorb probable losses in the loan portfolio.
75



The methodology applied by the Corporation, are discussed in Note 1 Summary of Significant Accounting Policiesdesigned to assess the appropriateness of the notes to consolidated financial statements.allowance for loan losses, is based upon management’s ongoing review and grading of the loan portfolio into criticized loan categories (defined as specific loans warranting either specific allocation, or a criticized status of special mention, substandard, doubtful, or loss). The expected impactmethodology also focuses on evaluation of accounting pronouncements recently issued or proposedseveral factors, including but not yet requiredlimited to: evaluation of facts and issues related to specific loans, management’s ongoing review and grading of the loan portfolio, consideration of historical loan loss and delinquency experience on each portfolio category, trends in past due and nonaccrual loans, the level of potential problem loans, the risk characteristics of the various classifications of loans, changes in the size and character of the loan portfolio, concentrations of loans to specific borrowers or industries, existing economic conditions, the fair value of underlying collateral, and other qualitative and quantitative factors which could affect potential credit losses. Because each of the criteria used is subject to change, the analysis of the allowance for loan losses is not necessarily indicative of the trend of future loan losses in any particular loan category. The total allowance for loan losses is available to absorb losses from any segment of the loan portfolio.
When an individual loan is determined to be adoptedimpaired, the allowance for loan losses attributable to the loan is allocated based on management’s estimate of the borrower’s ability to repay the loan given the availability of collateral, other sources of cash flows, as well as evaluation of legal options available to the Corporation. The amount of impairment is measured based upon the present value of expected future cash flows discounted at the loan’s effective interest rate, the fair value of the underlying collateral less applicable selling costs, or the observable market price of the loan. If foreclosure is probable or the loan is collateral dependent, impairment is measured using the fair value of the loan’s collateral, less costs to sell. Large groups of homogeneous loans, such as residential mortgage, home equity, and other consumer, are discussed below. Tocollectively evaluated for impairment.
Management believes that the extentlevel of the adoptionallowance for loan losses is appropriate. While management uses currently available information to recognize losses on loans, future adjustments to the allowance for loan losses may be necessary based on newly received appraisals, updated commercial customer financial statements, rapidly deteriorating cash flow, and changes in economic conditions that affect our customers. In addition, various regulatory agencies, as an integral part of new accounting standards materially affectstheir examination process, periodically review the Corporation’s financial condition, resultsallowance for loan losses. Such agencies may require additions to the allowance for loan losses or may require that certain loan balances be charged off or downgraded into criticized loan categories when their credit evaluations differ from those of operations,management based on their judgments about information available to them at the time of their examinations. See Loans above for further policy discussion and see Note 4 for additional information on the allowance for loan losses.
OREO
OREO is included in other assets on the consolidated balance sheets and is comprised of property acquired through a foreclosure proceeding or liquidity,acceptance of a deed-in-lieu of foreclosure, and loans classified as in-substance foreclosure. OREO is recorded at the impactsfair value of the underlying property collateral, less estimated selling costs. This fair value becomes the new cost basis for the foreclosed asset. The initial write-down, if any, will be recorded as a charge off against the allowance for loan losses. Any subsequent write-downs to reflect current fair value, as well as gains and losses on disposition and revenues and expenses incurred in maintaining such properties, are discussedexpensed as incurred. OREO also includes bank premises formerly but no longer used for banking as well as property originally acquired for future expansion but no longer intended to be used for that purpose. Banking premises are transferred at the lower of carrying value or fair value, less estimated selling costs and any write-down is expensed as incurred.
Allowance for Unfunded Commitments
The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. The determination of the appropriate level of the allowance for unfunded commitments is based upon an evaluation of the unfunded credit facilities, including an assessment of historical commitment utilization experience and credit risk grading of the loan. Net adjustments to the allowance for unfunded commitments are included in the applicable sectionsprovision for credit losses on the consolidated statements of this financial reviewincome. See Note 4 and Note 16 for additional information on the allowance for unfunded commitments.
Premises and Equipment and Software
Premises and equipment are stated at cost less accumulated depreciation and amortization. Depreciation and amortization are computed on the straight-line method over the estimated useful lives of the related assets or the lease term. Maintenance and repairs are charged to expense as incurred, while additions or major improvements are capitalized and depreciated over the estimated useful lives. Leasehold improvements are amortized on a straight-line basis over the lesser of the lease terms, including extension options which the Corporation has determined are reasonably certain to be exercised, or the estimated useful lives of the improvements. Software, included in other assets on the consolidated balance sheets, is amortized on a
76



straight-line basis over the lesser of the contract terms or the estimated useful life of the software. See Note 6 for additional information on premises and equipment.
Leases
The Corporation determines if a lease is present at the inception of an agreement. Operating leases are capitalized at commencement and are discounted using the Corporation’s FHLB borrowing rate for a similar term borrowing unless the lease defines an implicit rate within the contract. Leases with original terms of less than 12 months are not capitalized. For operating leases existing prior to January 1, 2019, the rate for the remaining lease term as of January 1, 2019 was used.
Right-of-use assets represent the Corporation’s right to use an underlying asset for the lease term and lease liabilities represent the obligation to make lease payments arising from the lease. Operating lease right-of-use assets and operating lease liabilities are recognized on the lease commencement date based on the present value of lease payments over the lease term. No significant judgments or assumptions were involved in developing the estimated operating lease liabilities as the Corporation’s operating lease liabilities largely represent future rental expenses associated with operating leases and the notesborrowing rates are based on publicly available interest rates.
The lease term includes options to extend or terminate the lease. These options to extend or terminate are assessed on a lease-by-lease basis and adjustments are made to the right-of-use asset and lease liability if the Corporation is reasonably certain that an option will be exercised and will be expensed on a straight-line basis. Operating and finance leases are included within premises and equipment, net and other assets, respectively, on the consolidated financial statements.balance sheets. See Note 7 for additional information on leases.
In January 2017,Goodwill and Intangible Assets
Goodwill and Other Intangible Assets: The excess of the FASB issuedcost of an amendment to simplifyacquisition over the subsequent quantitative measurementfair value of the net assets acquired consists primarily of goodwill, by eliminating step two fromcore deposit intangibles, and other identifiable intangibles (primarily related to customer relationships acquired). Core deposit intangibles have estimated finite lives and are amortized on a straight-line basis to expense over a 10-year period. The other intangibles have estimated finite lives and are amortized on a straight-line basis over their expected useful life. The Corporation reviews long-lived assets and certain identifiable intangibles for impairment at least annually, or whenever events or changes in circumstances indicate that the goodwillcarrying amount of an asset may not be recoverable, in which case an impairment test. Instead,charge would be recorded.
Goodwill is not amortized but, instead, is subject to impairment tests on at least an entity will perform only step one of its quantitative goodwill impairment test by comparingannual basis, and more frequently if an event occurs or circumstances change that would more likely than not reduce the fair value of a reporting unit withbelow its carrying amount,amount. The impairment testing process is conducted by assigning net assets and then recognizing an impairment charge for the amount by which the carrying amount exceeds the reporting unit's fair value; however, the loss recognized should not exceed the total amount of goodwill allocated to thateach reporting unit. An entity will still haveinitial qualitative evaluation is made to assess the optionlikelihood of impairment and determine whether further quantitative testing to perform acalculate the fair value is necessary. When the qualitative assessment forevaluation indicates that impairment is more likely than not, quantitative testing is required whereby the fair value of each reporting unit is calculated and compared to the recorded book value, “step one.” If the calculated fair value of the reporting unit exceeds its carrying value, goodwill is not considered impaired and “step two” is not considered necessary. If the carrying value of a reporting unit exceeds its calculated fair value, the impairment test continues (“step two”) by comparing the carrying value of the reporting unit’s goodwill to determinethe implied fair value of goodwill. The implied fair value is computed by adjusting all assets and liabilities of the reporting unit to current fair value with the offset adjustment to goodwill. The adjusted goodwill balance is the implied fair value of the goodwill. An impairment charge is recognized if the quantitative step one impairment testcarrying value of goodwill exceeds the implied fair value of goodwill. See Note 5 for additional information on goodwill and other intangible assets.
Mortgage Servicing Rights: The Corporation sells residential mortgage loans in the secondary market and typically retains the right to service the loans sold. Upon sale, an MSRs asset is necessary. This amendment is effectivecapitalized, which represents the then current fair value of future net cash flows expected to be realized for annual or interim goodwill impairment tests in fiscal years beginning after December 15, 2019. Entities should applyperforming servicing activities. MSRs, when purchased, are initially recorded at fair value. As the amendment prospectively. Early adoption is permitted, including in an interim period, for impairment tests performed after January 1, 2017. The Corporation has not hadelected to perform a step one quantitative analysis since 2012, which concluded nosubsequently measure any class of servicing assets under the fair value measurement method, the Corporation follows the amortization method. MSRs are amortized in proportion to and over the period of estimated net servicing income, and assessed for impairment was necessary. at each reporting date. MSRs are carried at the lower of the initial capitalized amount, net of accumulated amortization, or estimated fair value, and included in other intangible assets, net, on the consolidated balance sheets.
The Corporation intends to adoptperiodically evaluates its MSRs asset for impairment. Impairment is assessed based on fair value at each reporting date using estimated prepayment speeds of the accounting standard during the second quarter of 2020, as required, consistent with the Corporation's annual impairment test in May of each year. The Corporation is currently evaluating the impact on its results of operations, financial position,underlying mortgage loans serviced and liquidity.
In November 2016, the FASB issued an amendment to improve GAAP by providing guidancestratifications based on the presentationrisk characteristics of restricted cashthe underlying loans (predominantly loan type and note interest rate). As mortgage interest rates fall, prepayment speeds are usually faster and the value of the MSRs asset generally decreases, requiring additional valuation
77



reserve. Conversely, as mortgage interest rates rise, prepayment speeds are usually slower and the value of the MSRs asset generally increases, requiring less valuation reserve. A valuation allowance is established, through a charge to earnings, to the extent the amortized cost of the MSRs exceeds the estimated fair value by stratification. If it is later determined that all or restricted cash equivalentsa portion of the temporary impairment no longer exists for a stratification, the valuation is reduced through a recovery to earnings. An other-than-temporary impairment (i.e., recoverability is considered remote when considering interest rates and loan pay off activity) is recognized as a write-down of the MSRs asset and the related valuation allowance (to the extent a valuation allowance is available) and then against earnings. A direct write-down permanently reduces the carrying value of the MSRs asset and valuation allowance, precluding subsequent recoveries. See Note 5 for additional information on MSRs.
Income Taxes
Amounts provided for income tax expense are based on income reported for financial statement purposes and do not necessarily represent amounts currently payable under tax laws. Deferred income taxes, which arise principally from temporary differences between the amounts reported in the statementfinancial statements and the tax bases of cash flows, in order to reduce diversity in practice. The amendment requires that a statement of cash flow explain the change during the periodassets and liabilities, are included in the total cash, cash equivalents, and amounts generally described as restricted cashprovided for income taxes. In assessing the realizability of DTAs, management considers whether it is more likely than not that some portion or restricted cash equivalents. Therefore, amounts generally described as restricted cash and restricted cash equivalents should be included in cash and cash equivalents when reconciling the beginning and end of period total amounts shown on the statement of cash flow. This amendment is effective for fiscal years beginning after December 15, 2017, including interim periods within those fiscal years. Entities should apply the amendment retrospectively to each period presented. Early adoption is permitted, including in an interim period. The Corporation intends to adopt the accounting standard during the


first quarter of 2018, as required, and is currently evaluating the impact on its results of operations, financial position, and liquidity.
In October 2016, the FASB issued an amendment to address how a reporting entity that is a single decision maker of a variable interest entity treats indirect interests in the entity held through related parties that are under common control with the reporting entity. This amendment is effective for fiscal years beginning after December 15, 2016, including interim periods within those fiscal years. Early adoption is permitted, including in an interim period. However, if an entity adopts in an interim period other than the first interim period, it should reflect the cumulative effect of the accounting change as of the beginning of the fiscal year that includes that interim period. The Corporation intends to adopt the accounting standard during the first quarter of 2017, as required, with no material impact expected on its results of operations, financial position, and liquidity.
In October 2016, the FASB issued an amendment requiring an entity to recognize income tax consequences on an intra-entity transfer of an asset other than inventory at the time the transaction occurs. This amendment is effective for fiscal years beginning after December 15, 2017, including interim periods within those fiscal years. Entities should apply the amendment by means of a cumulative-effect adjustment to retained earnings as of the beginning of the fiscal year of adoption. Early adoption is permitted for all entities in the first interim period if an entity issues interim financial statements. The Corporation intends to adopt the accounting standard during the first quarter of 2018, as required, with no material impact expected on its results of operations, financial position, and liquidity.
In August 2016, the FASB issued an amendment to provide clarification on where to classify cash flows involving certain cash receipts and cash payments. Under the new guidance, cash payments for debt prepayment or debt extinguishment costs should be classified as cash outflows for financing activities. The new guidance also details the specific classification of contingent consideration cash payments made after a business combination depending on the timing of payments. Lastly, cash proceeds received from corporate owned life insurance policies (including BOLI) should be classified as cash inflows from investing, while the cash payments for the premiums may be classified as cash outflows for investing, operating, or a combination of both. This amendment is effective for fiscal years beginning after December 15, 2017, including interim periods within those fiscal years. Entities should apply the amendment retrospectively to each period presented. Early adoption is permitted, including in an interim period; however, all of the amendments mustDTAs will not be adoptedrealized. The ultimate realization of DTAs is dependent upon the generation of future taxable income and tax planning strategies which will create taxable income during the periods in which those temporary differences become deductible. Management considers the same period. scheduled reversal of deferred tax liabilities, the amount of taxes paid in available carryback years, projected future taxable income, and, if necessary, tax planning strategies in making this assessment.
The Corporation intendsfiles a consolidated federal income tax return and separate or combined state income tax returns. Accordingly, amounts equal to adopttax benefits of those subsidiaries having taxable federal or state losses or credits are offset by other subsidiaries that incur federal or state tax liabilities.
It is the accounting standard duringCorporation’s policy to provide for uncertainty in income taxes as a part of income tax expense based upon management’s assessment of whether a tax benefit is more likely than not to be sustained upon examination by tax authorities. At December 31, 2019 and 2018, the first quarter of 2018, as required, andCorporation believes it has appropriately accounted for any unrecognized tax benefits. To the extent the Corporation prevails in matters for which a liability for an unrecognized tax benefit was established or is currently evaluating the impact on its results of operations, financial position, and liquidity.
In June 2016, the FASB issued an amendment to replace the current incurred loss impairment methodology. Under the new guidance, entities will be required to measure expected credit losses by utilizing forward-looking information to assess an entity's allowance for credit losses. The guidance also requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. The measurement of expected credit losses is based on relevant information about past events, including historical experience, current conditions, and reasonable and supportable forecasts that affect the collectabilitypay amounts in excess of the reported amount. An entity must use judgmentliability established, the Corporation’s effective tax rate in determining the relevanta given financial statement period may be impacted. See Note 13 for additional information on income taxes.
Derivative and estimation methods thatHedging Activities
Derivative instruments, including derivative instruments embedded in other contracts, are appropriate in its circumstances. This amendment is effective for fiscal years beginning after December 15, 2019, including interim periods within those fiscal years. Entities should apply the amendment by means of a cumulative-effect adjustment to retained earnings as of the beginning of the fiscal year of adoption. Early adoption is permitted. The Corporation intends to adopt the accounting standard, as required, and is currently evaluating the impact on its results of operations, financial position, and liquidity.
In March 2016, the FASB issued an amendment to eliminate the requirement that when an investment qualifies for use of the equity method as a result of an increase in the level of ownership interest or degree of influence, an investor must adjust the investment, results of operations, and retained earnings retroactively on a step-by-step basis as if the equity method had been in effect during all previous periods that the investment had been held. The amendments require that the equity method investor add the cost of acquiring the additional interest in the investee to the current basis of the investor’s previously held interest and adopt the equity method of accounting as of the date the investment becomes qualified for equity method accounting. Therefore, upon qualifying for the equity method of accounting, no retroactive adjustment of the investment is required. The amendments require that an


entity that has an available-for-sale equity security that becomes qualified for the equity method of accounting recognize through earnings the unrealized holding gain or loss in accumulated other comprehensive income at the date the investment becomes qualified for use of the equity method. This amendment is effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2016. Entities should apply the amendment prospectively to increases in the level of ownership interest or degree of influence that result in the adoption of the equity method. Early adoption is permitted. The Corporation intends to adopt the accounting standard during the first quarter of 2017, as required, with no material impact on its results of operations, financial position, and liquidity.
In February 2016, the FASB issued an amendment to provide transparency and comparability among organizations by recognizing lease assets and lease liabilities on the balance sheet and disclosing key information about leasing arrangements. This amendment will require lessees to recognize the following for all leases (with the exception of short-term leases) at the commencement date: 1) a lease liability, which is a lessee's obligation to make lease payments arising from a lease, measured on a discounted basis; and 2) a right-of-use asset, which is an asset that represents the lessee's right to use, or control the use of, a specified asset for the lease term. Under the new guidance, lessor accounting is largely unchanged. This amendment is effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2018. Entities are required to recognize and measure leases at the beginning of the earliest period presented using a modified retrospective approach. The modified retrospective approach includes a number of optional practical expedients that entities may elect to apply. These practical expedients relate to the identification and classification of leases that commenced before the effective date, initial direct costs for leases that commenced before the effective date, and the ability to use hindsight in evaluating lessee options to extend or terminate a lease or to purchase the underlying asset. Early adoption is permitted. The Corporation intends to adopt the accounting standard during the first quarter of 2019, as required, and is currently evaluating the impact on its results of operations, financial position, and liquidity.
In January 2016, the FASB issued an amendment to address certain aspects of recognition, measurement, presentation, and disclosure of financial instruments. This amendment supersedes the guidance to classify equity securities with readily determinable fair values into different categories, requires equity securities to be measuredcarried at fair value on the consolidated balance sheets with changes in the fair value recognized through netrecorded to earnings or accumulated other comprehensive income, and simplifiesas appropriate. On the impairment assessmentdate the derivative contract is entered into, the Corporation designates the derivative as a fair value hedge (i.e., a hedge of equity investments without readily determinable fair values. The amendment requires public business entities that are required to disclose the fair value of financial instruments measured at amortized cost ona recognized asset or liability), a cash flow hedge (i.e., a hedge of the balance sheetvariability of cash flows to measure thatbe received or paid related to a recognized asset or liability), or a free-standing derivative instrument. For a derivative designated as a fair value usinghedge, the exit price notion. The amendment requires an entity to present separately in other comprehensive income the portion of the total changechanges in the fair value of a liability resulting from a changethe derivative instrument and the changes in the instrument-specific credit risk when the entity has elected to measure the liability at fair value in accordance with the fair value option. The amendment requires separate presentation of financial assets and financial liabilities by measurement category and formthe hedged asset or liability are recognized in current period earnings as an increase or decrease to the carrying value of financial assetthe hedged item on the balance sheet orand in the accompanying notesrelated income statement account. Amounts within accumulated other comprehensive income are reclassified into earnings in the period the hedged item affects earnings. For a derivative designated as a free-standing derivative instrument, changes in fair value are reported in current period earnings. The free-standing derivative instruments included: interest rate risk management, commodity hedging, and foreign currency exchange solutions.
The Corporation is exposed to counterparty credit risk, which is the risk that counterparties to the financial statements.derivative contracts do not perform as expected. If a counterparty fails to perform, our counterparty credit risk is equal to the amount reported as a derivative asset on our balance sheet. The amendment reduces diversityCorporation uses master netting arrangements to mitigate counterparty credit risk in current practice by clarifyingderivative transactions. To the extent the derivatives are subject to master netting arrangements, the Corporation takes into account the impact of master netting arrangements that an entity should evaluateallow the need for a valuation allowanceCorporation to settle all derivative contracts executed with the same counterparty on a deferrednet basis, and to offset the net derivative position with the related cash collateral. In the third quarter of 2019, the Corporation elected to offset derivative transactions with the same counterparty on the consolidated balance sheets when a derivative transaction has a legally enforceable master netting arrangement and when it is eligible for netting. Derivative balances and related cash collateral are presented net on the consolidated balance sheets. Refer to Change in Accounting Policy section within this note for additional discussion.
78



Securities Sold Under Agreement to Repurchase
The Corporation enters into agreements under which it sells securities subject to an obligation to repurchase the same or similar securities. Under these arrangements, the Corporation may transfer legal control over the assets but still retain effective control through an agreement that both entitles and obligates the Corporation to repurchase the assets. These repurchase agreements are accounted for as collateralized financing arrangements (i.e., secured borrowings whereby the collateral would be used to settle the fair value of the repurchase agreement should the Corporation be in default (e.g., fails to make an interest payment to the counterparty)) and not as a sale and subsequent repurchase of securities (i.e., there is no offsetting or netting of the investment securities assets with the repurchase agreement liabilities). The obligation to repurchase the securities is reflected as a liability within federal funds purchased and securities sold under agreements to repurchase on the Corporation’s consolidated balance sheets, while the securities underlying the repurchase agreements remain in the respective investment securities asset accounts. See Notes 9 and 15 for additional information on repurchase agreements.
Retirement Plans
The funded status of the retirement plans is recognized as an asset or liability on the consolidated balance sheets and changes in that funded status are recognized in the year in which the changes occur through OCI. Plan assets and benefit obligations are measured as of fiscal year end. The measurement of the projected benefit obligation and pension expense involve actuarial valuation methods and the use of various actuarial and economic assumptions. The Corporation monitors the assumptions and updates them periodically. Due to the long-term nature of the pension plan obligation, actual results may differ significantly from estimations. Such differences are adjusted over time as the assumptions are replaced by facts and values are recalculated. See Note 12 for additional information on the Corporation’s retirement plans.
Stock-Based Compensation
The fair value of stock options granted is estimated on the date of grant using a Black-Scholes option pricing model, while the fair value of restricted common stock awards is their fair market value on the date of grant. Performance awards are based on performance goals of earnings per share and total shareholder return with vesting ranging from a minimum of 0% to a maximum of 150% of the target award. Performance awards are valued utilizing a Monte Carlo simulation model to estimate fair value of the awards at the grant date. The fair values of stock options and restricted stock awards are amortized as compensation expense on a straight-line basis over the vesting period of the grants. Expenses related to stock options and restricted stock awards are fully recognized on the date the colleague meets the definition of normal or early retirement. Compensation expense recognized is included in personnel expense on the consolidated statements of income. See Note 11 for additional information on stock-based compensation.
Comprehensive Income
Comprehensive income includes all changes in stockholders’ equity during a period, except those resulting from transactions with stockholders. In addition to net income, other components of the Corporation’s comprehensive income include the after tax asset related toeffect of changes in net unrealized gain / loss on securities available for sale and changes in net actuarial gain / loss on defined benefit postretirement plans. Comprehensive income is reported on the accompanying consolidated statements of changes in stockholder’s equity and consolidated statements of comprehensive income. See Note 22 for additional information on accumulated other comprehensive income (loss).
Fair Value Measurements
Fair value represents the estimated price at which an orderly transaction to sell an asset or to transfer a liability would take place between market participants at the measurement date under current market conditions (i.e., an exit price concept). As there is no active market for many of the Corporation’s financial instruments, estimates are made using discounted cash flow or other valuation techniques. Inputs into the valuation methods are subjective in nature, involve uncertainties, and require significant judgment and therefore cannot be determined with precision. Accordingly, the derived fair value estimates presented herein are not necessarily indicative of the amounts the Corporation could realize in a current market exchange. Assets and liabilities are categorized into three levels based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. In instances where the determination of the fair value measurement is based on inputs from different levels of the fair value hierarchy, the level in the fair value hierarchy in which the entire fair value measurement falls is based on the lowest level input that is significant to the fair value measurement in its entirety. The Corporation’s assessment of the significance of a particular input to the fair value measurement in its entirety requires judgment, and considers factors specific to the asset or liability. See Note 18 for additional information on fair value measurements. Below is a brief description of each fair value level.
79



Level 1 — Level 1 inputs utilize quoted prices (unadjusted) in active markets for identical assets or liabilities that the Corporation has the ability to access.
Level 2 — Level 2 inputs are inputs other than quoted prices included in Level 1 that are observable for the asset or liability, either directly or indirectly. Level 2 inputs may include quoted prices for similar assets and liabilities in active markets, as well as inputs that are observable for the asset or liability (other than quoted prices), such as interest rates, foreign exchange rates, and yield curves that are observable at commonly quoted intervals.
Level 3 — Level 3 inputs are unobservable inputs for the asset or liability, which are typically based on an entity’s own assumptions, as there is little, if any, related market activity.
Cash, Cash Equivalents, and Restricted Cash
For purposes of the consolidated statements of cash flows, cash, cash equivalents, and restricted cash are considered to include cash and due from banks, interest-bearing deposits in other financial institutions, federal funds sold and securities purchased under agreements to resell.
Earnings Per Common Share
Earnings per common share are calculated utilizing the two-class method. Basic earnings per common share are calculated by dividing the sum of distributed earnings to common shareholders and undistributed earnings allocated to common shareholders by the weighted average number of common shares outstanding. Diluted earnings per common share are calculated by dividing the sum of distributed earnings to common shareholders and undistributed earnings allocated to common shareholders by the weighted average number of common shares outstanding adjusted for the dilutive effect of common stock awards (outstanding stock options and unvested restricted stock awards) and common stock warrants. See Note 20 for additional information on earnings per common share.
Change in combinationAccounting Policy
The Corporation enters into ISDA master netting agreements with a portion 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 and offset cash with the entity’ssame counterparty. Under ASC 815-10-45-5, payables and receivables in respect of cash collateral received from or paid to a given counterparty can be offset against derivative fair values under a master netting arrangement. GAAP does not permit similar offsetting for security collateral. Prior to the third quarter of 2019, the Corporation elected to account for all derivatives’ fair values and related cash collateral on a gross basis on its consolidated balance sheets. In the third quarter of 2019, the Corporation elected to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The change had no impact on either earnings or equity. The Corporation believes that this change is a preferable method of accounting as it provides a better reflection of the assets and liabilities on the face of the consolidated balance sheets. Adoption of this change is voluntary and has been adopted retrospectively with all prior periods presented herein being revised for comparability and as required. A reduction of $33 million was reflected between other deferred taxassets as well as accrued expenses and other liabilities as of December 31, 2018 on the consolidated balance sheets.

Change in Accounting Estimate

During the third quarter of 2019, the Corporation reassessed its estimate of the useful lives of certain fixed assets. The Corporation revised its original useful life estimate from 7 years to 12 years for furniture assets. This amendment is effective for fiscal years beginning after December 15, 2017, including interim periods within those fiscal years. Entities are required to apply the amendment by means ofconsidered a cumulative-effect adjustment as of the beginning of the fiscal year of adoption, with the exception of the amendment related to equity securities without readily determinable fair values, whichchange in accounting estimate, per ASC 250-10, where adjustments should be applied prospectively to equity investments that exist asmade prospectively. The impact of the date of adoption. The Corporation intends to adopt the accounting standard during the first quarter of 2018, as required, and is currently evaluating the impact on its results of operations, financial position, and liquidity.
In May 2014, the FASB issued an amendment to clarify the principles for recognizing revenue and to develop a common revenue standard. The standard outlines a single comprehensive model for entities to usethis change in accounting estimate for revenue arising from contracts with customers and supersedes most current revenue recognition guidance, including industry-specific guidance. The core principle of the revenue model is that “an entity recognizes revenue to depict the transfer of promised goods or services to customers in an amount that reflects the consideration to which the entity expects to be entitled in exchange for those goods or services.” In applying the revenue model to contracts within its scope, an entity should apply the following steps: (1) Identify the contract(s) with a customer,


(2) Identify the performance obligations in the contract, (3) Determine the transaction price, (4) Allocate the transaction price to the performance obligations in the contract, and (5) Recognize revenue when (or as) the entity satisfies a performance obligation. The standard applies to all contracts with customers except those that are within the scope of other topics in the FASB Codification. The standard also requires significantly expanded disclosures about revenue recognition. In March 2016, the FASB issued amendments intended to improve the operability and understandability of the implementation guidance on principal versus agent considerations by amending certain existing illustrative examples and adding additional illustrative examples to assist in the application of the guidance. In May 2016, the FASB issued an amendment addressing clarifications to the guidance on collectability, presentation of sales taxes and other similar taxes collected, noncash consideration, and completed contracts at transition, while retaining the related principles contained in the new revenue recognition standard. In April 2016, the FASB issued an amendment clarifying guidance related to identifying performance obligations and licensing implementation guidance, while retaining the related principles contained in the new revenue recognition standard. The amendment was originally to be effective for annual reporting periods beginning after December 15, 2016 (including interim reporting periods within those periods); however, in July 2015, the FASB approved a one year deferral of the effective date toended December 31, 2017. Early application is not permitted. The Corporation intends2019 to adopt the accounting standard during the first quarter of 2018, as required. The Corporation's preliminary analysis suggests that the adoption of this accounting standard is not expected to have a material impactnet income on the Corporation's consolidated financial statements of income and premises and equipment, net on the modified retrospective approach will likely be used. The FASB continues to release new accounting guidance related to the adoption of this standard, which could impact the Corporation's preliminary materiality analysis and may change the conclusions reached as to the application of this new guidance.consolidated balance sheets was approximately $915,000.

80



Recently Issued Authoritative Accounting Guidance
StandardDescriptionDate of adoptionEffect on financial statements
ASU 2019-07
Codification Updates to SEC Sections-Amendments to SEC Paragraphs Pursuant to SEC Final Releases No. 33-10532, Disclosure Updates and Simplification, and Nos. 33-10231 and 33-10442, Investment Company Reporting Modernization, and Miscellaneous Updates
The FASB issued this amendment to align the guidance in various SEC sections of the Codification with the requirements of certain SEC final rules. This amendment became effective upon issuance.3rd Quarter 2019No material impact on results of operations, financial position and liquidity.
ASU 2019-04
Codification Improvements to Topic 326, Financial Instruments-Credit Losses, Topic 815, Derivatives and Hedging, and Topic 825, Financial Instruments
The FASB issued this amendment to clarify certain aspects of accounting for credit losses, hedging activities, and financial instruments. Within ASU 2017-12, Derivatives and Hedging (Topic 815): Targeted Improvements to Accounting for Hedging Activities, the amendment allows an entity to designate partial-term fair value hedges of interest rate risk and measure the hedged item by using an assumed maturity, clarifies that an entity can start to amortize the hedged items basis adjustment in a fair value hedge, and it requires entities to disclose for fair value hedging relationships the carrying amounts of hedged assets and liabilities and the cumulative amount of fair value hedge basis adjustments. In addition, it permits a one-time election to reclassify securities that could be used in a hedge from held to maturity to available for sale without risk of tainting the remainder of the held to maturity portfolio. For entities that have adopted the amendments in Update 2017-12 as of the issuance date of this Update, the effective date is as of the beginning of the first annual period beginning after the issuance date of this Update. For those entities, early adoption was permitted, including adoption on any date on or after the issuance of this Update.3rd Quarter 2019During the third quarter of 2019, the Corporation made a one-time election to transfer municipal securities with an amortized cost of $692 million from held to maturity to available for sale.
ASU-2018-15 Intangibles-Goodwill and Other-Internal-Use Software (Subtopic 350-40): Customer's Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That is a Service ContractThe FASB issued an amendment which aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. The amendments in this Update require an entity (customer) in a hosting arrangement that is a service contract to follow the guidance in Subtopic 350-40 to determine which implementation costs to capitalize as an asset related to the service contract and which costs to expense. The amendments also require the entity (customer) to expense the capitalized implementation costs of a hosting arrangement that is a service contract over the term of the hosting arrangement. The amendment is effective for fiscal years beginning after December 15, 2019, and interim periods within those fiscal years. Entities were required to apply the amendment either retrospectively or prospectively to all implementation costs incurred after the date of adoption. Early adoption was permitted.1st Quarter 2019The Corporation elected to early adopt this amendment using the prospective approach. No material impact on results of operation, financial position or liquidity.
ASU 2018-09 Codification ImprovementsThe FASB issued an amendment which affects a wide variety of Topics in the Codification. The amendments apply to all reporting entities within the scope of the affected accounting guidance. The amendments in this Update represent changes to clarify, correct errors in, or make minor improvements to the Codification. The amendments make the Codification easier to understand and easier to apply by eliminating inconsistencies and providing clarifications. The transition and effective date guidance is based on the facts and circumstances of each amendment. Some of the amendments in this Update did not require transition guidance and were effective upon issuance of this Update. However, many of the amendments in this Update did have transition guidance with effective dates for annual periods beginning after December 15, 2018. There are some conforming amendments in this Update that have been made to recently issued guidance that is not yet effective that may require application of the transition and effective date guidance in the original ASU.1st Quarter 2019No material impact on results of operations, financial position and liquidity.
81



ITEM 7A.    StandardQUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISKDescriptionDate of adoptionEffect on financial statements
ASU 2016-02 Leases (Topic 842)The FASB issued an amendment to provide transparency and comparability among organizations by recognizing lease assets and lease liabilities on the consolidated balance sheets and disclosing key information about leasing arrangements. This amendment required lessees to recognize the following for all leases (with the exception of short-term leases) at the commencement date: 1) a lease liability, which is a lessee's obligation to make lease payments arising from a lease, measured on a discounted basis; and 2) a right-of-use asset, which is an asset that represents the lessee's right to use, or control the use of, a specified asset for the lease term. Under the new guidance, lessor accounting is largely unchanged. This amendment was effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2018. Entities are required to recognize and measure leases at the beginning of the earliest period presented using a modified retrospective approach. The modified retrospective approach includes a number of optional practical expedients that entities could elect to apply. These practical expedients relate to the identification and classification of leases that commenced before the effective date, initial direct costs for leases that commenced before the effective date, and the ability to use hindsight in evaluating lessee options to extend or terminate a lease or to purchase the underlying asset. Early adoption was permitted. ASU 2018-01 permits an entity to elect an optional transition practical expedient to not evaluate under Topic 842 land easements that exist or expired before the entity's adoption of Topic 842. ASU 2018-10 was issued as improvements and clarifications of ASU 2016-02 were identified. This Update provides clarification on narrow aspects of the previously issued Updates. ASU 2018-11 was issued to provide entities with an additional (and optional) transition method to adopt the new leases standard under ASU 2016-02. ASU 2019-01 was issued to assist in determining the fair value of underlying assets by lessors, address the presentation to the statements of cash flows, and clarify transition disclosures related to Topic 250.1st Quarter 2019The Corporation has adopted this amendment utilizing a modified retrospective approach. At adoption, a right-of-use asset and corresponding lease liability were recognized on the consolidated balance sheets for $52 million and $56 million, respectively. See Note 7 for expanded disclosure requirements.
Information required by this item is set forth in Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations," under the captions “Quantitative and Qualitative Disclosures about Market Risk” and “Interest Rate Risk.”


ITEM 8.FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA
ASSOCIATED BANC-CORP
CONSOLIDATED BALANCE SHEETS
 December 31,
 2016 2015
 (In Thousands, except share and per share data)
ASSETS   
Cash and due from banks$446,558
 $374,921
Interest-bearing deposits in other financial institutions149,175
 79,764
Federal funds sold and securities purchased under agreements to resell46,500
 19,000
Investment securities held to maturity, at amortized cost1,273,536
 1,168,230
Investment securities available for sale, at fair value4,680,226
 4,967,414
Federal Home Loan Bank and Federal Reserve Bank stocks, at cost140,001
 147,240
Loans held for sale120,484
 124,915
Loans20,054,716
 18,714,343
Allowance for loan losses(278,335) (274,264)
Loans, net19,776,381
 18,440,079
Premises and equipment, net330,315
 267,606
Goodwill971,951
 968,844
Mortgage servicing rights, net61,476
 61,341
Other intangible assets, net15,377
 16,458
Trading assets52,398
 32,192
Other assets1,074,937
 1,043,831
Total assets$29,139,315
 $27,711,835
LIABILITIES AND STOCKHOLDERS’ EQUITY   
Noninterest-bearing demand deposits$5,392,208
 $5,562,466
Interest-bearing deposits16,496,240
 15,445,199
Total deposits21,888,448
 21,007,665
Federal funds purchased and securities sold under agreements to repurchase508,347
 431,438
Other short-term funding583,688
 402,978
Long-term funding2,761,795
 2,676,164
Trading liabilities51,103
 33,430
Accrued expenses and other liabilities254,622
 222,914
Total liabilities26,048,003
 24,774,589
Stockholders’ equity   
Preferred equity159,929
 121,379
Common equity:

 

Common stock1,630
 1,642
Surplus1,459,498
 1,458,522
Retained earnings1,695,764
 1,593,239
Accumulated other comprehensive loss(54,679) (32,616)
Treasury stock, at cost(170,830) (204,920)
Total common equity2,931,383
 2,815,867
Total stockholders’ equity3,091,312
 2,937,246
Total liabilities and stockholders’ equity$29,139,315
 $27,711,835
Preferred shares issued165,000
 125,114
Preferred shares authorized (par value $1.00 per share)750,000
 750,000
Common shares issued163,030,209
 164,200,068
Common shares authorized (par value $0.01 per share)250,000,000
 250,000,000
Treasury shares of common stock10,909,362
 12,960,636

See accompanying notes to consolidated financial statements.


ASSOCIATED BANC-CORP
CONSOLIDATED STATEMENTS OF INCOME
 For the Years Ended December 31,
 2016 2015 2014
 (In Thousands, except per share data)
INTEREST INCOME 
Interest and fees on loans$659,538
 $615,627
 $598,582
Interest and dividends on investment securities:     
Taxable95,152
 100,292
 102,464
Tax-exempt32,049
 31,152
 29,064
Other interest4,829
 6,591
 6,635
Total interest income791,568
 753,662
 736,745
INTEREST EXPENSE     
Interest on deposits50,335
 33,125
 26,294
Interest on Federal funds purchased and securities sold under agreements to repurchase1,314
 943
 1,219
Interest on other short-term funding2,114
 465
 785
Interest on long-term funding30,532
 42,851
 27,480
Total interest expense84,295
 77,384
 55,778
NET INTEREST INCOME707,273
 676,278
 680,967
Provision for credit losses70,000
 37,500
 16,000
Net interest income after provision for credit losses637,273
 638,778
 664,967
NONINTEREST INCOME     
Trust service fees46,867
 48,840
 48,403
Service charges on deposit accounts66,609
 65,471
 68,779
Card-based and other nondeposit fees50,077
 47,912
 47,114
Insurance commissions80,795
 75,363
 44,421
Brokerage and annuity commissions16,235
 15,378
 16,089
Mortgage banking, net38,121
 32,263
 21,320
Capital market fees, net22,059
 14,558
 12,862
Bank owned life insurance income14,371
 9,796
 13,576
Asset gains (losses), net(86) 2,540
 10,830
Investment securities gains, net9,316
 8,133
 494
Other8,519
 9,103
 6,973
Total noninterest income352,883
 329,357
 290,861
NONINTEREST EXPENSE     
Personnel expense414,837
 404,741
 390,399
Occupancy56,069
 60,896
 57,677
Equipment21,489
 23,209
 24,784
Technology57,300
 60,613
 55,472
Business development and advertising26,351
 25,772
 26,144
Other intangible amortization2,093
 3,094
 3,747
Loan expense13,641
 14,102
 13,866
Legal and professional fees19,869
 17,052
 17,485
Foreclosure / OREO expense, net4,844
 5,442
 7,264
FDIC expense34,750
 26,000
 23,761
Other51,317
 57,426
 59,184
Total noninterest expense702,560
 698,347
 679,783
Income before income taxes287,596
 269,788
 276,045
Income tax expense87,322
 81,487
 85,536
Net income200,274
 188,301
 190,509
Preferred stock dividends8,903
 7,155
 5,002
Net income available to common equity$191,371
 $181,146
 $185,507
Earnings per common share:     
Basic$1.27
 $1.20
 $1.17
Diluted$1.26
 $1.19
 $1.16
Average common shares outstanding:     
Basic148,769
 149,350
 157,286
Diluted149,961
 150,603
 158,254
See accompanying notes to consolidated financial statements.


ASSOCIATED BANC-CORP
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
 For the Years Ended December 31,
 2016 2015 2014
 ($ in Thousands)
Net income$200,274
 $188,301
 $190,509
Other comprehensive income (loss), net of tax:     
Investment securities available for sale:     
Net unrealized gains (losses)(17,900) (37,873) 49,038
Net unrealized gains on available for sale securities transferred to held to maturity securities
 17,434
 
Amortization of net unrealized gains on available for sale securities transferred to held to maturity securities(5,887) (555) 
Reclassification adjustment for net gains realized in net income(9,316) (8,133) (494)
Income tax (expense) benefit12,565
 11,074
 (18,636)
Other comprehensive income (loss) on investment securities available for sale(20,538) (18,053) 29,908
Defined benefit pension and postretirement obligations:     
Prior service cost, net of amortization(73) 50
 58
Plan amendments1,759
 
 
Net loss, net of amortization(4,026) (15,636) (17,079)
Income tax benefit815
 5,873
 6,507
Other comprehensive loss on pension and postretirement obligations(1,525) (9,713) (10,514)
Total other comprehensive income (loss)(22,063) (27,766) 19,394
Comprehensive income$178,211
 $160,535
 $209,903

See accompanying notes to consolidated financial statements.



ASSOCIATED BANC-CORP
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS’ EQUITY
 Preferred EquityCommon Stock     
SharesAmountSharesAmountSurplus
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
Treasury StockTotal
 (In Thousands, except per share data)
Balance, December 31, 201364
$61,862
175,013
$1,750
$1,617,990
$1,392,508
$(24,244)$(158,576)$2,891,290
Comprehensive income:         
Net income




190,509


190,509
Other comprehensive income





19,394

19,394
Comprehensive income        209,903
Common stock issued:         
Stock-based compensation plans, net



2,553
(21,171)
31,846
13,228
Purchase of common stock returned to authorized but unissued

(8,469)(85)(150,413)


(150,498)
Purchase of treasury stock






(112,312)(112,312)
Cash dividends:         
Common stock, $0.37 per share




(58,710)

(58,710)
Preferred stock




(5,002)

(5,002)
Purchase of preferred stock(2)(2,135)


(316)

(2,451)
Stock-based compensation expense, net



16,091



16,091
Tax impact of stock-based compensation



(1,288)


(1,288)
Balance, December 31, 201462
$59,727
166,544
$1,665
$1,484,933
$1,497,818
$(4,850)$(239,042)$2,800,251
Comprehensive income:         
Net income




188,301


188,301
Other comprehensive loss





(27,766)
(27,766)
Comprehensive income        160,535
Common stock issued:         
Stock-based compensation plans, net



3,316
(22,538)
39,276
20,054
Acquisition of Ahmann & Martin Co.

2,621
26
43,504



43,530
Purchase of common stock returned to authorized but unissued

(4,965)(49)(92,951)


(93,000)
Purchase of treasury stock






(5,154)(5,154)
Cash dividends:         
Common stock, $0.41 per share




(62,400)

(62,400)
Preferred stock




(7,155)

(7,155)
Issuance of preferred stock65
62,966






62,966
Purchase of preferred stock(2)(1,209)


(126)

(1,335)
Other
(105)


(661)

(766)
Stock-based compensation expense, net



18,202



18,202
Tax impact of stock-based compensation



1,518



1,518
Balance, December 31, 2015125
$121,379
164,200
$1,642
$1,458,522
$1,593,239
$(32,616)$(204,920)$2,937,246
Comprehensive income:         
Net income




200,274


200,274
Other comprehensive loss





(22,063)
(22,063)
Comprehensive income        178,211
Common stock issued:         
Stock-based compensation plans, net



1,940
(19,356)
39,164
21,748
Purchase of common stock returned to authorized but unissued

(1,170)(12)(19,995)


(20,007)
Purchase of treasury stock






(5,074)(5,074)
Cash dividends:         
Common stock, $0.45 per share




(67,855)

(67,855)
Preferred stock




(8,903)

(8,903)
Issuance of preferred stock100
97,066






97,066
Redemption of preferred stock(60)(57,338)


(1,565)

(58,903)
Purchase of preferred stock
(1,178)


(70)

(1,248)
Stock-based compensation expense, net



21,971



21,971
Tax impact of stock-based compensation



(2,940)


(2,940)
Balance, December 31, 2016165
$159,929
163,030
$1,630
$1,459,498
$1,695,764
$(54,679)$(170,830)$3,091,312
See accompanying notes to consolidated financial statements.


ASSOCIATED BANC-CORP
CONSOLIDATED STATEMENTS OF CASH FLOWS
 For the Years Ended December 31,
 201620152014
CASH FLOWS FROM OPERATING ACTIVITIES($ in Thousands)
Net income$200,274
$188,301
$190,509
Adjustments to reconcile net income to net cash provided by operating activities:   
Provision for credit losses70,000
37,500
16,000
Depreciation and amortization45,434
47,168
50,281
Addition to (recovery of) valuation allowance on mortgage servicing rights, net(200)(425)321
Amortization of mortgage servicing rights12,327
11,601
11,067
Amortization of other intangible assets2,093
3,094
3,747
Amortization and accretion on earning assets, funding, and other, net46,615
39,806
28,145
Deferred income taxes10,656
(3,522)9,890
Tax impact of stock based compensation(2,940)1,518
(1,288)
Gain on sales of investment securities, net(9,316)(8,133)(494)
Asset (gains) losses, net86
(2,540)(10,830)
Gain on mortgage banking activities, net(27,060)(20,258)(13,765)
Mortgage loans originated and acquired for sale(1,271,124)(1,228,106)(1,069,852)
Proceeds from sales of mortgage loans held for sale1,542,660
1,241,012
1,010,167
Pension contributions

(21,000)
(Increase) decrease in interest receivable(7,836)395
(1,264)
Increase (decrease) in interest payable(4,642)3,898
1,536
Net change in other assets and other liabilities21,915
(9,565)(3,661)
Net cash provided by operating activities628,942
301,744
199,509
CASH FLOWS FROM INVESTING ACTIVITIES   
Net increase in loans(1,682,579)(1,136,793)(1,736,571)
Purchases of:   
Available for sale securities(1,304,921)(2,859,793)(1,096,410)
Held to maturity securities(195,442)(250,767)(229,795)
Federal Home Loan Bank and Federal Reserve Bank stocks(92,761)(35,647)(7,857)
Premises, equipment, and software, net of disposals(103,881)(54,636)(50,396)
Other assets(11,057)(15,187)(4,496)
Proceeds from:   
Sales of available for sale securities549,555
1,601,947
102,011
Sale of Federal Home Loan Bank and Federal Reserve Bank stocks100,000
77,514

Prepayments, calls, and maturities of available for sale securities997,701
1,099,625
862,037
Prepayments, calls, and maturities of held to maturity securities75,796
17,013
6,420
Prepayments, calls and maturities of other assets27,692
21,236
36,452
Net cash (paid) received in acquisition(685)1,132

Net cash used in investing activities(1,640,582)(1,534,356)(2,118,605)
CASH FLOWS FROM FINANCING ACTIVITIES   
Net increase in deposits880,783
2,244,161
1,496,337
Net increase (decrease) in short-term funding257,619
(233,872)327,362
Repayment of long-term funding(1,180,038)(1,500,035)(155,066)
Proceeds from issuance of long-term funding1,265,000
250,000
996,030
Proceeds from issuance of common stock for stock-based compensation plans21,748
20,054
13,228
Proceeds from issuance of preferred stock97,066
62,966

Redemption of preferred stock(58,903)

Purchase of preferred stock(1,248)(1,335)(2,451)
Purchase of common stock returned to authorized but unissued(20,007)(93,000)(150,498)
Purchase of treasury stock

(108,600)
Purchase of treasury stock for tax withholding(5,074)(5,154)(3,712)
Cash dividends on common stock(67,855)(62,400)(58,710)
Cash dividends on preferred stock(8,903)(7,155)(5,002)
Net cash provided by financing activities1,180,188
674,230
2,348,918
Net increase (decrease) in cash and cash equivalents168,548
(558,382)429,822
Cash and cash equivalents at beginning of period473,685
1,032,067
602,245
Cash and cash equivalents at end of period$642,233
$473,685
$1,032,067
Supplemental disclosures of cash flow information:   
Cash paid for interest$88,269
$73,054
$54,330
Cash paid for income and franchise taxes75,558
84,407
72,431
Loans and bank premises transferred to other real estate owned9,752
10,988
21,413
Capitalized mortgage servicing rights12,262
12,372
8,253
Loans transferred into held for sale from portfolio, net256,194


Acquisition:   
Fair value of assets acquired, including cash and cash equivalents522
4,590

Fair value ascribed to goodwill and intangible assets4,119
51,791

Fair value of liabilities assumed1,423
12,851

Common stock issued in acquisition
43,530

See accompanying notes to consolidated financial statements.


ASSOCIATED BANC-CORP
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
December 31, 2016, 2015, and 2014
Note 1 Summary of Significant Accounting Policies
The accounting and reporting policies of the Corporation conform to U.S. generally accepted accounting principles and to general practice within the financial services industry. The following is a description of the more significant of those policies.
Business
Associated Banc-Corp (individually referred to herein as the “Parent Company” and together with all of its subsidiaries and affiliates, collectively referred to herein as the “Corporation”) is a bank holding company headquartered in Wisconsin. The Corporation provides a full range of banking and related financial services to consumer and commercial customers through its network of bank and nonbank subsidiaries. The Corporation is subject to competition from other financial and non-financial institutions that offer similar or competing products and services. The Corporation is regulated by federal and state agencies and is subject to periodic examinations by those agencies.
Basis of Financial Statement Presentation
The consolidated financial statements include the accounts of the Parent Company and its wholly-owned subsidiaries. Investments in unconsolidated entities (none of which are considered to be variable interest entities in which the Corporation is the primary beneficiary) are accounted for using the cost method of accounting when the Corporation has determined that the cost method is appropriate. Investments not meeting the criteria for cost method accounting are accounted for using the equity method of accounting. Investments in unconsolidated entities are included in tax credit and other assets,investments on the consolidated balance sheets, and the Corporation’s share of income or loss is recorded in other noninterest income, while distributions in excess of the investment are recorded in gain on assets.asset gains (losses), net.
All significant intercompany balances and transactions have been eliminated in consolidation.
In preparing the consolidated financial statements, management is required to make estimates and assumptions that affect the reported amounts of assets and liabilities as of the date of the balance sheet and revenues and expenses for the period. Actual results could differ significantly from those estimates. Estimates that are particularly susceptible to significant change include the determination of the allowance for loan losses, goodwill impairment assessment, mortgage servicing rightsMSRs valuation, and income taxes. Management has evaluated subsequent events for potential recognition or disclosure. Within the tables presented, certain columns and rows may not sum due to the use of rounded numbers for disclosure purposes.
During 2016,Business Combinations
The Corporation accounts for its acquisitions using the purchase accounting method. Purchase accounting requires the total purchase price to be allocated to the estimated fair values of assets acquired and liabilities assumed, including certain intangible assets that must be recognized. Typically, this allocation results in the purchase price exceeding the fair value of net assets acquired, which is recorded as goodwill. Core deposit intangibles are a measure of the value of checking, money market and savings deposits acquired in business combinations accounted for under the purchase method. Core deposit intangibles and other identified intangibles with finite useful lives are amortized using the straight line method over their estimated useful lives of up to ten years.
Loans that the Corporation modifiedacquires in connection with acquisitions are recorded at fair value with no carryover of the consolidated statementsrelated allowance for credit losses. Fair value of the loans involves estimating the amount and timing of principal and interest cash flows expected to be collected on the loans and discounting those cash flows at a market rate of interest. The excess of cash flows expected at acquisition over the estimated fair value is referred to as the accretable discount and is recognized into interest income from prior periods’ presentationover the remaining life of the loan when there is a reasonable expectation about the amount and timing of such cash flows. If a reasonable expectation on the amount or timing of such cash flows can't be determined, accretion of the fair value discount for nonperforming loans will be recognized using the cost recovery method of accounting.
For purchased credit-impaired loans, the difference between contractually required payments at acquisition and the cash flows expected to conform withbe collected at acquisition is referred to as the current period presentation. Specifically, OREO gains /non-accretable discount. The non-accretable discount includes estimated future credit losses were reclassified from Asset gains (losses), netexpected to Foreclosure / OREO expense, net; loan syndications were reclassified from Card-based and other nondeposit feesbe incurred over the life of the loan. Subsequent decreases to Capital market fees, net; and bond underwriting was reclassified from Other noninterest income to Capital market fees, net. In addition,the expected cash flows will require the Corporation combinedto evaluate the lease financing portfolio withneed for an additional allowance for credit losses. Subsequent improvement in expected cash flows will result in the commercial and industrial portfolio for disclosure purposes. All prior periods have been reclassified to reflect these immaterial reclassifications.
Duringreversal of a corresponding amount of the first quarter of 2016,non-accretable discount which the Corporation adopted a new accounting standard related to simplifyingwill then reclassify as accretable discount that will be recognized into interest income over the presentationremaining life of debt issuance costs. Under this new accounting standard, debt issuance costs are still capitalized; however, they are reflectedthe loan.
73



The Corporation accounts for performing loans acquired in business combinations using the contractual cash flows method of recognizing discount accretion based on the balance sheet withacquired loans’ contractual cash flows. Purchased performing loans are recorded at fair value, including credit, interest, and liquidity discounts. The fair value discount is accreted as an adjustment to yield over the related debt issued rather than within other assets. All prior period balance sheets were requiredestimated lives of the loans. There is no allowance for loan losses established at the acquisition date for purchased performing loans. A provision for loan losses is recorded for any further deterioration in these loans subsequent to be restated to reflect this change in presentation.


the acquisition. See Note 2 for additional information on the Corporation's acquisitions.
Investment Securities
Securities are classified as held to maturity, or available for sale, or equity on the consolidated balance sheets at the time of purchase. Investment securities classified as held to maturity, which management has the positive intent and ability to hold to maturity, are reported at amortized cost. Investment securities classified as available for sale, which management has the intent and ability to hold for an indefinite period of time, but not necessarily to maturity, are carried at fair value, with unrealized gains and losses, net of related deferred income taxes, included in stockholders’ equity as a separate component of other comprehensiveOCI. Investment securities classified as equity securities are carried at fair value with changes in fair value immediately reflected in the consolidated statements of income. Any decision to sell investment securities available for sale would be based on various factors, including, but not limited to, asset / liability management strategies, changes in interest rates or prepayment risks, liquidity needs, or regulatory capital considerations. Realized gains or losses on investment security sales (using specific identification method) are included in investment securities gains (losses), net, inon the consolidated statements of income. Premiums and discounts are amortized or accreted into interest income over the estimated life (earlier of call date, maturity, or estimated life) of the related security, using a prospective method that approximates level yield.
In certain situations, management may elect to transfer certain investment securities from the available for sale classification to the held to maturity classification. In such cases, the investment securities are reclassified at fair value at the time of transfer. Any unrealized gain or loss included in accumulated other comprehensive income (loss) at the time of transfer is retained therein and amortized over the remaining life of the investment security as an adjustment to yield.
Declines in the fair value of investment securities (with certain exceptions for debt securities noted below) that are deemed to be other-than-temporary are charged to earnings as a realized loss, and a new cost basis for the investment security is established. In evaluating other-than-temporary impairment, management considers the length of time and extent to which the security has been in an unrealized loss position, changes in security ratings, the financial condition and near-term prospects of the issuer, as well as security and industry specific economic conditions. In addition, the Corporation considers the intent and ability to retain its investment in the issuer for a period of time sufficient to allow for any anticipated recovery in fair value in the near term. Declines in the fair value of debt securities below amortized cost are deemed to be other-than-temporary in circumstances where: (1) the Corporation has the intent to sell a security; (2) it is more likely than not that the Corporation will be required to sell the security before recovery of its amortized cost basis; or (3) the Corporation does not expect to recover the entire amortized cost basis of the security. If the Corporation intends to sell a security or if it is more likely than not that the Corporation will be required to sell the security before recovery, an other-than-temporary impairment write-down is recognized in earnings equal to the difference between the security’s amortized cost basis and its fair value. If an entity does not intend to sell the security or it is more likely than not that it will not be required to sell the security before recovery, the other-than-temporary impairment write-down is separated into an amount representing credit loss, which is recognized in earnings, and an amount related to all other factors, which is recognized in other comprehensive income.OCI. Declines in value determined to be other-than-temporary are included in investment securities gains (losses), net, inon the consolidated statements of income. See Note 3 for additional information on investment securities.
Federal Home Loan Bank (“FHLB”)FHLB and Federal Reserve Bank Stocks
The Corporation is required to maintain Federal Reserve stock and FHLB stock as a member of both the Federal Reserve System and the FHLB, and in amounts as required by these institutions. These equity securities are “restricted” in that they can only be sold back to the respective institutions or another member institution at par. Therefore, they are less liquid than other marketable equity securities and their fair value is equal to amortized cost. See Note 3 for additional information on the FHLB and Federal Reserve Bank Stocks.
Loans Held for Sale
Residential Loans Held for Sale:Loans held for sale, which consist generally of current production of certain fixed-rate, first-lien residential mortgage loans, are carried at estimated fair value. As a result of holding these loans at fair value, changes in the secondary market is reflected in earnings immediately, as opposed to being dependent upon the timing of sales. The estimated fair value is based on what secondary markets are currently offering for portfolios with similar characteristics.
74



Commercial Loans Held for Sale: Loans held for sale are carried at the lower of cost or estimated fair value as determined on an aggregate basis.value. The amount by which cost exceeds estimated fair value is accounted for asbased on a market valuation adjustment to the carrying


value of the loans. Changes, if any, in the market valuation adjustment are included in mortgage banking, net, in the consolidated statements of income.discounted cash flow analysis.
Loans
Loans that management has the intent and ability to hold for the foreseeable future or until maturity or pay-off are reported at their outstanding principal balances, net of any deferred fees and costs on originated loans. Origination fee income received on loans and amounts representing the estimated direct costs of origination are deferred and amortized to interest income over the life of the loan using the effective interest method. An allowance for loan losses is established for estimated credit losses in the loan portfolio. See Allowance for Loan Losses below for further policy discussion. See also Note 4 for additional information on loans.
Nonaccrual Loans: Loans: Management considers a loan to be impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. This determination is based on management's review of current information and other events regarding the borrowers’ ability to repay their obligations. Management has determined that commercial and consumer loan relationships that have nonaccrual status or have had their terms restructured in a troubled debt restructuring meet this impaired loan definition.
Interest income on loans is based on the principal balance outstanding computed using the effective interest method. The accrual of interest income for commercial loans is discontinued when there is a clear indication that the borrower’s cash flow may not be sufficient to meet payments as they become due, while the accrual of interest income for consumer loans is discontinued when loans reach specific delinquency levels. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Loans are generally placed on nonaccrual status when contractually past due 90 days or more as to interest or principal payments, unless the loan is well secured and in the process of collection. Additionally, whenever management becomes aware of facts or circumstances that may adversely impact the collectability of principal or interest on loans, it is management’s practice to place such loans on a nonaccrual status immediately, rather than delaying such action until the loans become 90 days past due. When a loan is placed on nonaccrual status, previously accrued and uncollected interest is reversed, amortization of related deferred loan fees or costs is suspended, and income is recorded only to the extent that interest payments are subsequently received in cash and a determination has been made that the principal and interest of the loan is collectible. If collectability of the principal and interest is in doubt, payments received are applied to loan principal.
While a loan is in nonaccrual status, some or all of the cash interest payments received may be treated as interest income on a cash basis as long as the remaining recorded investment in the loan (i.e., after charge off of identified losses, if any) is deemed to be fully collectible. The determination as to the ultimate collectability of the loan's remaining recorded investment must be supported by a current, well documented credit evaluation of the borrower’s financial condition and prospects for repayment, including consideration of the borrower’s sustained historical repayment performance and other relevant factors. A nonaccrual loan is returned to accrual status when all delinquent principal and interest payments become current in accordance with the terms of the loan agreement, the borrower has demonstrated a period of sustained repayment performance, and the ultimate collectability of the total contractual principal and interest is no longer in doubt. A sustained period of repayment performance generally would be a minimum of six months. See Note 4 for additional information on loans.
Troubled Debt Restructurings (“Restructured Loans”): Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. The concessions granted generally involve the modification of terms of the loan, such as changes in payment schedule or interest rate, which generally would not otherwise be considered. Restructured loans can involve loans remaining on nonaccrual, moving to nonaccrual, or continuing on accrual status, depending on the individual facts and circumstances of the borrower. Nonaccrual restructured loans are included and treated with all other nonaccrual loans. In addition, all accruing restructured loans are reported as troubled debt restructurings, which are considered and accounted for as impaired loans. Generally, restructured loans remain on nonaccrual until the customer has attained a sustained period of repayment performance under the modified loan terms (generally a minimum of six months). However, performance prior to


the restructuring, or significant events that coincide with the restructuring, are considered in assessing whether the borrower can meet the new terms and whether the loan should be returned to or maintained on accrual status. If the borrower’s ability to meet the revised payment schedule is not reasonably assured, the loan remains on nonaccrual status. See Note 4 for additional information on restructured loans.
Allowance for Loan Losses: Losses: The allowance for loan losses is a reserve for estimated credit losses on individually evaluated loans determined to be impaired as well as estimated credit losses inherent in the loan portfolio, and is based on quarterly evaluations of the collectability and historical loss experience of loans. Actual credit losses, net of recoveries, are deducted from the allowance for loan losses. A provision for loan losses, which is a charge against earnings, is recorded to bring the allowance for loan losses to a level that, in management’s judgment, is appropriate to absorb probable losses in the loan portfolio.
75



The methodology applied by the Corporation, designed to assess the appropriateness of the allowance for loan losses, is based upon management’s ongoing review and grading of the loan portfolio into criticized loan categories (defined as specific loans warranting either specific allocation, or a criticized status of special mention, substandard, doubtful, or loss). The methodology also focuses on evaluation of several factors, including but not limited to: evaluation of facts and issues related to specific loans, management’s ongoing review and grading of the loan portfolio, consideration of historical loan loss and delinquency experience on each portfolio category, trends in past due and nonaccrual loans, the level of potential problem loans, the risk characteristics of the various classifications of loans, changes in the size and character of the loan portfolio, concentrations of loans to specific borrowers or industries, existing economic conditions, the fair value of underlying collateral, and other qualitative and quantitative factors which could affect potential credit losses. Because each of the criteria used is subject to change, the analysis of the allowance for loan losses is not necessarily indicative of the trend of future loan losses in any particular loan category. The total allowance for loan losses is available to absorb losses from any segment of the loan portfolio.
When an individual loan is determined to be impaired, the allowance for loan losses attributable to the loan is allocated based on management’s estimate of the borrower’s ability to repay the loan given the availability of collateral, other sources of cash flows, as well as evaluation of legal options available to the Corporation. The amount of impairment is measured based upon the present value of expected future cash flows discounted at the loan’s effective interest rate, the fair value of the underlying collateral less applicable selling costs, or the observable market price of the loan. If foreclosure is probable or the loan is collateral dependent, impairment is measured using the fair value of the loan’s collateral, less costs to sell. Large groups of homogeneous loans, such as residential mortgage, home equity, and other consumer, are collectively evaluated for impairment.
Management believes that the level of the allowance for loan losses is appropriate. While management uses currently available information to recognize losses on loans, future adjustments to the allowance for loan losses may be necessary based on newly received appraisals, updated commercial customer financial statements, rapidly deteriorating cash flow, and changes in economic conditions that affect our customers. In addition, various regulatory agencies, as an integral part of their examination process, periodically review the Corporation’s allowance for loan losses. Such agencies may require additions to the allowance for loan losses or may require that certain loan balances be charged off or downgraded into criticized loan categories when their credit evaluations differ from those of management based on their judgments about information available to them at the time of their examinations. See Loans and Troubled Debt Restructurings above for further policy discussion and see Note 4 for additional information on the allowance for loan losses.
Other Real Estate OwnedOREO
Other real estate ownedOREO is included in other assets inon the consolidated balance sheets and is comprised of property acquired through a foreclosure proceeding or acceptance of a deed-in-lieu of foreclosure, and loans classified as in-substance foreclosure. Other real estate ownedOREO is recorded at the fair value of the underlying property collateral, less estimated selling costs. This fair value becomes the new cost basis for the foreclosed asset. The initial write-down, if any, will be recorded as a charge off against the allowance for loan losses. Any subsequent write-downs to reflect current fair value, as well as gains and losses on disposition and revenues and expenses incurred in


maintaining such properties, are expensed as incurred. Other real estate ownedOREO also includes bank premises formerly but no longer used for banking as well as property originally acquired for future expansion but no longer intended to be used for that purpose. Banking premises are transferred at the lower of carrying value or fair value, less estimated selling costs and any write-down is expensed as incurred.
Allowance for Unfunded Commitments
The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities inon the consolidated balance sheets. The determination of the appropriate level of the allowance for unfunded commitments is based upon an evaluation of the unfunded credit facilities, including an assessment of historical commitment utilization experience and credit risk grading of the loan. Net adjustments to the allowance for unfunded commitments are included in the provision for credit losses inon the consolidated statements of income. See Note 4 and Note 16 for additional information on the allowance for unfunded commitments.
Mortgage Repurchase Reserve
The Corporation sells residential mortgage loans to investors in the normal course of business. Residential mortgage loans sold to investors are predominantly conventional residential first lien mortgages originated under the usual underwriting procedures, and are most often sold on a nonrecourse basis, primarily to the Government Sponsored Enterprises ("GSE"). The Corporation’s agreements to sell residential mortgage loans usually require certain representations and warranties on the underlying loans sold, related to credit information, loan documentation, collateral, and insurability, which if subsequently untrue or breached, could require the Corporation to indemnify or repurchase certain loans affected. To a much lesser degree, the Corporation may sell residential mortgage loans with limited recourse (limited in that the recourse period ends prior to the loan’s maturity, usually after certain time and / or loan paydown criteria have been met), whereby indemnification or repurchase could be required if the loan had defined delinquency issues during the limited recourse periods. The balance in the repurchase reserve at the balance sheet date reflects the estimated amount of potential loss the Corporation could incur from repurchasing a loan (“put back” requests), as well as loss reimbursements, indemnification, and other settlement resolutions (“make whole” payments). See Note 16 for additional information on the mortgage repurchase reserve.
Premises and Equipment and Software
Premises and equipment are stated at cost less accumulated depreciation and amortization. Depreciation and amortization are computed on the straight-line method over the estimated useful lives of the related assets or the lease term. Maintenance and repairs are charged to expense as incurred, while additions or major improvements are capitalized and depreciated over the estimated useful lives. Leasehold improvements are amortized on a straight-line basis over the lesser of the lease terms, including extension options which the Corporation has determined are reasonably certain to be exercised, or the estimated useful lives of the improvements. Software, included in other assets inon the consolidated balance sheets, is amortized on a
76



straight-line basis over the lesser of the contract terms or the estimated useful life of the software. See Note 6 for additional information on premises and equipment.
Leases
The Corporation determines if a lease is present at the inception of an agreement. Operating leases are capitalized at commencement and are discounted using the Corporation’s FHLB borrowing rate for a similar term borrowing unless the lease defines an implicit rate within the contract. Leases with original terms of less than 12 months are not capitalized. For operating leases existing prior to January 1, 2019, the rate for the remaining lease term as of January 1, 2019 was used.
Right-of-use assets represent the Corporation’s right to use an underlying asset for the lease term and lease liabilities represent the obligation to make lease payments arising from the lease. Operating lease right-of-use assets and operating lease liabilities are recognized on the lease commencement date based on the present value of lease payments over the lease term. No significant judgments or assumptions were involved in developing the estimated operating lease liabilities as the Corporation’s operating lease liabilities largely represent future rental expenses associated with operating leases and the borrowing rates are based on publicly available interest rates.
The lease term includes options to extend or terminate the lease. These options to extend or terminate are assessed on a lease-by-lease basis and adjustments are made to the right-of-use asset and lease liability if the Corporation is reasonably certain that an option will be exercised and will be expensed on a straight-line basis. Operating and finance leases are included within premises and equipment, net and other assets, respectively, on the consolidated balance sheets. See Note 7 for additional information on leases.
Goodwill and Intangible Assets
Goodwill and Other Intangible Assets:Assets: The excess of the cost of an acquisition over the fair value of the net assets acquired consists primarily of goodwill, core deposit intangibles, and other identifiable intangibles (primarily related to customer relationships acquired). Core deposit intangibles have estimated finite lives and are amortized on an accelerateda straight-line basis to expense over a 10-year period. The other intangibles have estimated finite lives and are amortized on an accelerateda straight-line basis to expense over their weighted average life (a weighted average life of 12 years for both 2016 and 2015).expected useful life. The Corporation reviews long-lived assets and certain identifiable intangibles for impairment at least annually, or whenever events or changes in circumstances indicate that the carrying amount of an asset may not be recoverable, in which case an impairment charge would be recorded.
Goodwill is not amortized but, instead, is subject to impairment tests on at least an annual basis, and more frequently if an event occurs or circumstances change that would more likely than not reduce the fair value of a reporting


unit below its carrying amount. The impairment testing process is conducted by assigning net assets and goodwill to each reporting unit. An initial qualitative evaluation is made to assess the likelihood of impairment and determine whether further quantitative testing to calculate the fair value is necessary. When the qualitative evaluation indicates that impairment is more likely than not, quantitative testing is required whereby the fair value of each reporting unit is calculated and compared to the recorded book value, “step one.” If the calculated fair value of the reporting unit exceeds its carrying value, goodwill is not considered impaired and “step two” is not considered necessary. If the carrying value of a reporting unit exceeds its calculated fair value, the impairment test continues (“step two”) by comparing the carrying value of the reporting unit’s goodwill to the implied fair value of goodwill. The implied fair value is computed by adjusting all assets and liabilities of the reporting unit to current fair value with the offset adjustment to goodwill. The adjusted goodwill balance is the implied fair value of the goodwill. An impairment charge is recognized if the carrying value of goodwill exceeds the implied fair value of goodwill. See Note 5 for additional information on goodwill and other intangible assets.
Mortgage Servicing Rights:Rights: The Corporation sells residential mortgage loans in the secondary market and typically retains the right to service the loans sold. Upon sale, a mortgage servicing rightsan MSRs asset is capitalized, which represents the then current fair value of future net cash flows expected to be realized for performing servicing activities. Mortgage servicing rights,MSRs, when purchased, are initially recorded at fair value. As the Corporation has not elected to subsequently measure any class of servicing assets under the fair value measurement method, the Corporation follows the amortization method. Mortgage servicing rightsMSRs are amortized in proportion to and over the period of estimated net servicing income, and assessed for impairment at each reporting date. Mortgage servicing rightsMSRs are carried at the lower of the initial capitalized amount, net of accumulated amortization, or estimated fair value, and included in other intangible assets, net, on the consolidated balance sheets.
The Corporation periodically evaluates its mortgage servicing rightsMSRs asset for impairment. Impairment is assessed based on fair value at each reporting date using estimated prepayment speeds of the underlying mortgage loans serviced and stratifications based on the risk characteristics of the underlying loans (predominantly loan type and note interest rate). As mortgage interest rates fall, prepayment speeds are usually faster and the value of the mortgage servicing rightsMSRs asset generally decreases, requiring additional valuation
77



reserve. Conversely, as mortgage interest rates rise, prepayment speeds are usually slower and the value of the mortgage servicing rightsMSRs asset generally increases, requiring less valuation reserve. A valuation allowance is established, through a charge to earnings, to the extent the amortized cost of the mortgage servicing rightsMSRs exceeds the estimated fair value by stratification. If it is later determined that all or a portion of the temporary impairment no longer exists for a stratification, the valuation is reduced through a recovery to earnings. An other-than-temporary impairment (i.e., recoverability is considered remote when considering interest rates and loan pay off activity) is recognized as a write-down of the mortgage servicing rightsMSRs asset and the related valuation allowance (to the extent a valuation allowance is available) and then against earnings. A direct write-down permanently reduces the carrying value of the mortgage servicing rightsMSRs asset and valuation allowance, precluding subsequent recoveries. See Note 5 for additional information on mortgage servicing rights.MSRs.
Income Taxes
Amounts provided for income tax expense are based on income reported for financial statement purposes and do not necessarily represent amounts currently payable under tax laws. Deferred income taxes, which arise principally from temporary differences between the amounts reported in the financial statements and the tax bases of assets and liabilities, are included in the amounts provided for income taxes. In assessing the realizability of deferred tax assets,DTAs, management considers whether it is more likely than not that some portion or all of the deferred tax assetsDTAs will not be realized. The ultimate realization of deferred tax assetsDTAs is dependent upon the generation of future taxable income and tax planning strategies which will create taxable income during the periods in which those temporary differences become deductible. Management considers the scheduled reversal of deferred tax liabilities, the amount of taxes paid in available carryback years, projected future taxable income, and, if necessary, tax planning strategies in making this assessment.


The Corporation files a consolidated federal income tax return and separate or combined state income tax returns. Accordingly, amounts equal to tax benefits of those subsidiaries having taxable federal or state losses or credits are offset by other subsidiaries that incur federal or state tax liabilities.
It is the Corporation’s policy to provide for uncertainty in income taxes as a part of income tax expense based upon management’s assessment of whether a tax benefit is more likely than not to be sustained upon examination by tax authorities. At December 31, 20162019 and 2015,2018, the Corporation believes it has appropriately accounted for any unrecognized tax benefits. To the extent the Corporation prevails in matters for which a liability for an unrecognized tax benefit was established or is required to pay amounts in excess of the liability established, the Corporation’s effective tax rate in a given financial statement period may be effected.impacted. See Note 13 for additional information on income taxes.
Derivative and Hedging Activities
Derivative instruments, including derivative instruments embedded in other contracts, are carried at fair value on the consolidated balance sheets with changes in the fair value recorded to earnings or accumulated other comprehensive income, as appropriate. On the date the derivative contract is entered into, the Corporation designates the derivative as a fair value hedge (i.e., a hedge of the fair value of a recognized asset or liability), a cash flow hedge (i.e., a hedge of the variability of cash flows to be received or paid related to a recognized asset or liability), or a free-standing derivative instrument. For a derivative designated as a fair value hedge, the changes in the fair value of the derivative instrument and the changes in the fair value of the hedged asset or liability are recognized in current period earnings as an increase or decrease to the carrying value of the hedged item on the balance sheet and in the related income statement account. For a derivative designated as a cash flow hedge, the effective portions of changes in the fair value of the derivative instrument are recorded in other comprehensive income and the ineffective portions of changes in the fair value of a derivative instrument are recognized in current period earnings as an adjustment to the related income statement account. Amounts within accumulated other comprehensive income are reclassified into earnings in the period the hedged item affects earnings. For a derivative is designated as a free-standing derivative instrument, changes in fair value are reported in current period earnings. At December 31, 2016 and 2015, the Corporation only had free-standing derivative instruments to facilitate customer borrowing activity. TheseThe free-standing derivative instruments included: interest rate risk management, commodity hedging, and foreign currency exchange solutions.
The Corporation is exposed to counterparty credit risk, which is the risk that counterparties to the derivative contracts do not perform as expected. If a counterparty fails to perform, our counterparty credit risk is equal to the amount reported as a derivative asset on our balance sheet. The Corporation uses master netting arrangements to mitigate counterparty credit risk in derivative transactions. To the extent the derivatives are subject to master netting arrangements, the Corporation takes into account the impact of master netting arrangements that allow the Corporation to settle all derivative contracts executed with the same counterparty on a net basis, and to offset the net derivative position with the related cash collateral. In the third quarter of 2019, the Corporation elected to offset derivative transactions with the same counterparty on the consolidated balance sheets when a derivative transaction has a legally enforceable master netting arrangement and when it is eligible for netting. Derivative balances and related cash collateral are presented net on the consolidated balance sheets. Refer to Change in Accounting Policy section within this note for additional discussion.
78



Securities Sold Under Agreement to Repurchase
The Corporation enters into agreements under which it sells securities subject to an obligation to repurchase the same or similar securities. Under these arrangements, the Corporation may transfer legal control over the assets but still retain effective control through an agreement that both entitles and obligates the Corporation to repurchase the assets. These repurchase agreements are accounted for as collateralized financing arrangements (i.e., secured borrowings whereby the collateral would be used to settle the fair value of the repurchase agreement should the Corporation be in default (e.g., fails to make an interest payment to the counterparty)) and not as a sale and subsequent repurchase of securities (i.e., there is no offsetting or netting of the investment securities assets with the repurchase agreement liabilities). The obligation to repurchase the securities is reflected as a liability within federal funds purchased and securities sold under agreements to repurchase on the Corporation’s consolidated balance sheets, while the securities underlying the repurchase agreements remain in the respective investment securities asset accounts. See Note 14Notes 9 and 15 for additional information on derivative and hedging activities.repurchase agreements.
Retirement Plans
The funded status of the retirement plans areis recognized as an asset or liability inon the consolidated balance sheets and changes in that funded status are recognized in the year in which the changes occur through other comprehensive income.OCI. Plan assets and benefit obligations are measured as of fiscal year end. The measurement of the projected benefit obligation and pension expense involve actuarial valuation methods and the use of various actuarial and economic assumptions. The Corporation monitors the assumptions and updates them periodically. Due to the long-term nature of the pension plan obligation, actual results may differ significantly from estimations. Such differences are adjusted over time as the assumptions are replaced by facts and values are recalculated. See Note 12 for additional information on the Corporation’s retirement plans.

Stock-Based Compensation
The fair value of stock options granted is estimated on the date of grant using a Black-Scholes option pricing model, while the fair value of restricted common stock awards is their fair market value on the date of grant. Performance awards are based on performance goals of earnings per share and total shareholder return with vesting ranging from a minimum of 0% to a maximum of 150% of the target award. Performance awards are valued utilizing a Monte Carlo simulation model to estimate fair value of the awards at the grant date. The fair values of stock options and restricted stock awards are amortized as compensation expense on a straight-line basis over the vesting period of the grants. Expenses related to stock options and restricted stock awards are fully recognized on the date the colleague meets the definition of normal or early retirement. Compensation expense recognized is included in personnel expense inon the consolidated statements of income. See Note 11 for additional information on stock-based compensation.


Comprehensive Income
Comprehensive income includes all changes in stockholders’ equity during a period, except those resulting from transactions with stockholders. In addition to net income, other components of the Corporation’s comprehensive income include the after tax effect of changes in net unrealized gain / loss on securities available for sale and changes in net actuarial gain / loss on defined benefit postretirement plans. Comprehensive income is reported inon the accompanying consolidated statements of changes in stockholder’s equity and consolidated statements of comprehensive income. See Note 22 for additional information on accumulated other comprehensive income (loss).
Fair Value Measurements
Fair value represents the estimated price at which an orderly transaction to sell an asset or to transfer a liability would take place between market participants at the measurement date under current market conditions (i.e., an exit price concept). As there is no active market for many of the Corporation’s financial instruments, estimates are made using discounted cash flow or other valuation techniques. Inputs into the valuation methods are subjective in nature, involve uncertainties, and require significant judgment and therefore cannot be determined with precision. Accordingly, the derived fair value estimates presented herein are not necessarily indicative of the amounts the Corporation could realize in a current market exchange. Assets and liabilities are categorized into three levels based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value. In instances where the determination of the fair value measurement is based on inputs from different levels of the fair value hierarchy, the level in the fair value hierarchy in which the entire fair value measurement falls is based on the lowest level input that is significant to the fair value measurement in its entirety. The Corporation’s assessment of the significance of a particular input to the fair value measurement in its entirety requires judgment, and considers factors specific to the asset or liability. See Note 18 for additional information on fair value measurements. Below is a brief description of each fair value level.
79



Level 1 — Level 1 inputs utilize quoted prices (unadjusted) in active markets for identical assets or liabilities that the Corporation has the ability to access.
Level 2 — Level 2 inputs are inputs other than quoted prices included in Level 1 that are observable for the asset or liability, either directly or indirectly. Level 2 inputs may include quoted prices for similar assets and liabilities in active markets, as well as inputs that are observable for the asset or liability (other than quoted prices), such as interest rates, foreign exchange rates, and yield curves that are observable at commonly quoted intervals.
Level 3 — Level 3 inputs are unobservable inputs for the asset or liability, which are typically based on an entity’s own assumptions, as there is little, if any, related market activity.
Cash, and Cash Equivalents, and Restricted Cash
For purposes of the consolidated statements of cash flows, cash, and cash equivalents, and restricted cash are considered to include cash and due from banks, interest-bearing deposits in other financial institutions, and federal funds sold and securities purchased under agreements to resell.
Earnings Per Common Share
Earnings per common share are calculated utilizing the two-class method. Basic earnings per common share are calculated by dividing the sum of distributed earnings to common shareholders and undistributed earnings allocated to common shareholders by the weighted average number of common shares outstanding. Diluted earnings per common share are calculated by dividing the sum of distributed earnings to common shareholders and undistributed earnings allocated to common shareholders by the weighted average number of common shares outstanding adjusted for the dilutive effect of common stock awards (outstanding stock options and unvested restricted stock awards,awards) and outstanding common stock warrants).warrants. See Note 20 for additional information on earnings per common share.

Change in Accounting Policy

New Accounting Pronouncements Adopted
In December 2016,The Corporation enters into ISDA master netting agreements with a portion of the FASB issuedCorporation’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 and offset cash with the same counterparty. Under ASC 815-10-45-5, payables and receivables in respect of cash collateral received from or paid to a technical corrections and improvements accounting standards update which makes minor amendmentsgiven counterparty can be offset against derivative fair values under a master netting arrangement. GAAP does not permit similar offsetting for security collateral. Prior to the FASB Accounting Standards Codification.third quarter of 2019, the Corporation elected to account for all derivatives’ fair values and related cash collateral on a gross basis on its consolidated balance sheets. In the third quarter of 2019, the Corporation elected to offset derivative assets and liabilities and cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. The four general topics covered in the guidance include: (1) amendments related to differences between original guidance and the codification, (2) guidance clarification and reference corrections, (3) simplification, and (4) minor improvements. The amendments that require transition guidance are effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2016. The amendments that require transition guidance are not applicable to the Corporation. All other amendments were effective upon the issuance of this update in December 2016.change had no impact on either earnings or equity. The Corporation adopted thebelieves that this change is a preferable method of accounting standard during the fourth quarter of 2016, as required, with no material impact on its results of operations, financial position, or liquidity.
In March 2016, the FASB issued an amendment involving several aspectsit provides a better reflection of the accounting for share-based payment transactions, including the income tax consequences, classification of awards as either equity orassets and liabilities and classification on the statement of cash flows. This amendment is effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2016. Entities should apply the amendment related to the timing of when excess tax benefits are recognized, minimum statutory withholding requirements, forfeitures, and intrinsic value using a modified retrospective transition method by means of a cumulative-effect adjustment to equity as of the beginning of the period in which the guidance is adopted. Entities should apply the amendment related to the presentation of employee taxes paid on the statement of cash flows when an employer withholds shares to meet the minimum statutory withholding requirement retrospectively. The amendment requiring recognition of excess tax benefits and tax deficiencies in the income statement and the practical expedient for estimating expected term should be applied prospectively. An entity may elect to apply the amendments related to the presentation of excess tax benefits on the statement of cash flows using either a prospective transition method or a retrospective transition method. The Corporation early adopted the accounting standard during the fourth quarter of 2016 and recognized a $1 million reduction in income taxes for the excess tax benefits on stock-based compensation. The remaining provisions of this accounting standard did not have a material impact.
In September 2015, the FASB issued an amendment to simplify the accounting for measurement adjustments to prior business combinations. The amendment requires that an acquirer recognize adjustments to provisional amounts that are identified during the measurement period in the reporting period in which the adjustment amounts are determined. The acquirer must record, in the same period’s financial statements, the effect on earnings of changes in depreciation, amortization, or other income effects, if any, as a result of the change to the provisional amounts, calculated as if the accounting had been completed at the acquisition date. The amendment also requires an entity to present separately on the face of the consolidated balance sheets. Adoption of this change is voluntary and has been adopted retrospectively with all prior periods presented herein being revised for comparability and as required. A reduction of $33 million was reflected between other assets as well as accrued expenses and other liabilities as of December 31, 2018 on the consolidated balance sheets.

Change in Accounting Estimate

During the third quarter of 2019, the Corporation reassessed its estimate of the useful lives of certain fixed assets. The Corporation revised its original useful life estimate from 7 years to 12 years for furniture assets. This is considered a change in accounting estimate, per ASC 250-10, where adjustments should be made prospectively. The impact of this change in accounting estimate for the year ended December 31, 2019 to net income statementon the consolidated statements of income and premises and equipment, net on the consolidated balance sheets was approximately $915,000.

80



Recently Issued Authoritative Accounting Guidance
StandardDescriptionDate of adoptionEffect on financial statements
ASU 2019-07
Codification Updates to SEC Sections-Amendments to SEC Paragraphs Pursuant to SEC Final Releases No. 33-10532, Disclosure Updates and Simplification, and Nos. 33-10231 and 33-10442, Investment Company Reporting Modernization, and Miscellaneous Updates
The FASB issued this amendment to align the guidance in various SEC sections of the Codification with the requirements of certain SEC final rules. This amendment became effective upon issuance.3rd Quarter 2019No material impact on results of operations, financial position and liquidity.
ASU 2019-04
Codification Improvements to Topic 326, Financial Instruments-Credit Losses, Topic 815, Derivatives and Hedging, and Topic 825, Financial Instruments
The FASB issued this amendment to clarify certain aspects of accounting for credit losses, hedging activities, and financial instruments. Within ASU 2017-12, Derivatives and Hedging (Topic 815): Targeted Improvements to Accounting for Hedging Activities, the amendment allows an entity to designate partial-term fair value hedges of interest rate risk and measure the hedged item by using an assumed maturity, clarifies that an entity can start to amortize the hedged items basis adjustment in a fair value hedge, and it requires entities to disclose for fair value hedging relationships the carrying amounts of hedged assets and liabilities and the cumulative amount of fair value hedge basis adjustments. In addition, it permits a one-time election to reclassify securities that could be used in a hedge from held to maturity to available for sale without risk of tainting the remainder of the held to maturity portfolio. For entities that have adopted the amendments in Update 2017-12 as of the issuance date of this Update, the effective date is as of the beginning of the first annual period beginning after the issuance date of this Update. For those entities, early adoption was permitted, including adoption on any date on or after the issuance of this Update.3rd Quarter 2019During the third quarter of 2019, the Corporation made a one-time election to transfer municipal securities with an amortized cost of $692 million from held to maturity to available for sale.
ASU-2018-15 Intangibles-Goodwill and Other-Internal-Use Software (Subtopic 350-40): Customer's Accounting for Implementation Costs Incurred in a Cloud Computing Arrangement That is a Service ContractThe FASB issued an amendment which aligns the requirements for capitalizing implementation costs incurred in a hosting arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. The amendments in this Update require an entity (customer) in a hosting arrangement that is a service contract to follow the guidance in Subtopic 350-40 to determine which implementation costs to capitalize as an asset related to the service contract and which costs to expense. The amendments also require the entity (customer) to expense the capitalized implementation costs of a hosting arrangement that is a service contract over the term of the hosting arrangement. The amendment is effective for fiscal years beginning after December 15, 2019, and interim periods within those fiscal years. Entities were required to apply the amendment either retrospectively or prospectively to all implementation costs incurred after the date of adoption. Early adoption was permitted.1st Quarter 2019The Corporation elected to early adopt this amendment using the prospective approach. No material impact on results of operation, financial position or liquidity.
ASU 2018-09 Codification ImprovementsThe FASB issued an amendment which affects a wide variety of Topics in the Codification. The amendments apply to all reporting entities within the scope of the affected accounting guidance. The amendments in this Update represent changes to clarify, correct errors in, or make minor improvements to the Codification. The amendments make the Codification easier to understand and easier to apply by eliminating inconsistencies and providing clarifications. The transition and effective date guidance is based on the facts and circumstances of each amendment. Some of the amendments in this Update did not require transition guidance and were effective upon issuance of this Update. However, many of the amendments in this Update did have transition guidance with effective dates for annual periods beginning after December 15, 2018. There are some conforming amendments in this Update that have been made to recently issued guidance that is not yet effective that may require application of the transition and effective date guidance in the original ASU.1st Quarter 2019No material impact on results of operations, financial position and liquidity.
81



StandardDescriptionDate of adoptionEffect on financial statements
ASU 2016-02 Leases (Topic 842)The FASB issued an amendment to provide transparency and comparability among organizations by recognizing lease assets and lease liabilities on the consolidated balance sheets and disclosing key information about leasing arrangements. This amendment required lessees to recognize the following for all leases (with the exception of short-term leases) at the commencement date: 1) a lease liability, which is a lessee's obligation to make lease payments arising from a lease, measured on a discounted basis; and 2) a right-of-use asset, which is an asset that represents the lessee's right to use, or control the use of, a specified asset for the lease term. Under the new guidance, lessor accounting is largely unchanged. This amendment was effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2018. Entities are required to recognize and measure leases at the beginning of the earliest period presented using a modified retrospective approach. The modified retrospective approach includes a number of optional practical expedients that entities could elect to apply. These practical expedients relate to the identification and classification of leases that commenced before the effective date, initial direct costs for leases that commenced before the effective date, and the ability to use hindsight in evaluating lessee options to extend or terminate a lease or to purchase the underlying asset. Early adoption was permitted. ASU 2018-01 permits an entity to elect an optional transition practical expedient to not evaluate under Topic 842 land easements that exist or expired before the entity's adoption of Topic 842. ASU 2018-10 was issued as improvements and clarifications of ASU 2016-02 were identified. This Update provides clarification on narrow aspects of the previously issued Updates. ASU 2018-11 was issued to provide entities with an additional (and optional) transition method to adopt the new leases standard under ASU 2016-02. ASU 2019-01 was issued to assist in determining the fair value of underlying assets by lessors, address the presentation to the statements of cash flows, and clarify transition disclosures related to Topic 250.1st Quarter 2019The Corporation has adopted this amendment utilizing a modified retrospective approach. At adoption, a right-of-use asset and corresponding lease liability were recognized on the consolidated balance sheets for $52 million and $56 million, respectively. See Note 7 for expanded disclosure requirements.

Future Accounting Pronouncements
The expected impact of accounting pronouncements recently issued or discloseproposed but not yet required to be adopted are discussed in the notestable below. To the portionextent that the adoption of new accounting standards materially affect the Corporation’s financial condition, results of operations, or liquidity, the impacts are discussed in the applicable sections of this financial review.
StandardDescriptionDate of anticipated adoptionEffect on financial statements
ASU 2016-13 Financial Instruments - Credit Losses (Topic 326): Measurement of Credit Losses on Financial InstrumentsThe FASB issued an amendment to replace the current incurred loss impairment methodology. Under the new guidance, entities will be required to measure expected credit losses by utilizing forward-looking information to assess an entity's allowance for credit losses. The guidance also requires consideration of a broader range of reasonable and supportable information to inform credit loss estimates. The measurement of expected credit losses is based on relevant information about past events, including historical experience, current conditions, and reasonable and supportable forecasts that affect the collectability of the reported amount. An entity must use judgment in determining the relevant information and estimation methods that are appropriate in its circumstances. This amendment is effective for fiscal years beginning after December 15, 2019, including interim periods within those fiscal years. Entities should apply the amendment by means of a cumulative-effect adjustment to retained earnings as of the beginning of the fiscal year of adoption. ASU 2018-19 was issued to clarify that receivables arising from operating leases are not within the scope of Subtopic 326-20. Instead, impairment of receivables arising from operating leases should be accounted for in accordance with Topic 842, Leases. ASU 2019-04 was issued and provides entities alternatives for measurement of accrued interest receivable, clarifies the steps entities should take when recording the transfer of loans or debt securities between measurement classifications or categories and clarifies that entities should include expected recoveries on financial assets. ASU 2019-05 was issued to provide entities that have certain instruments within the scope of Subtopic 320-20 with an option to irrevocably elect the fair value option in Subtopic 825-10. ASU 2019-11 was issued to clarify and address stakeholders' specific issues relating to expected recoveries on purchased credit deteriorated assets and transition and disclosure relief related to troubled debt restructured loans and accrued interest, respectively. Early adoption is permitted.1st Quarter 2020The Corporation has developed a CECL allowance model which calculates reserves over the life of the loan and is largely driven by portfolio characteristics, risk-grading, economic outlook, and other key methodology assumptions. Those assumptions are based upon the existing probability of default and loss given default framework. In addition, analysis derived from the Corporation's stress testing processes have been leveraged in the development of CECL models. The Corporation will utilize a single economic forecast over a 2-year reasonable and supportable forecast period. In the second year the Corporation will use straight-line reversion to historical losses. The Corporation's cross functional team will periodically refine the model as needed. The Corporation expects to incur a $70 to $80 million after-tax charge which will decrease the opening stockholders' equity balance as of January 1, 2020. A majority of the increase is the result of economic uncertainty and unfunded commitments. The total estimated impact equates to a 21 to 24 basis point decrease to the tangible common equity ratio. The Corporation anticipates increases in the allowance for credit losses on longer dated portfolios and decreases in the shorter dated portfolios. The Corporation is in the process of finalizing the review of the most recent model run and finalizing assumptions including qualitative adjustments, probable troubled debt restructurings, and economic forecasts.

82



StandardDescriptionDate of anticipated adoptionEffect on financial statements
ASU 2018-13 Fair Value Measurement (Topic 820): Disclosure Framework—Changes to the Disclosure Requirements for Fair Value MeasurementThe FASB issued an amendment to add, modify, and remove disclosure requirements on fair value measurements in Topic 820, Fair Value Measurement, based on the FASB Concepts Statement "Conceptual Framework for Financial Reporting", including the consideration of costs and benefits. The amendment is effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2019. The amendments on changes in unrealized gains and losses, the range and weighted average of significant unobservable inputs used to develop Level 3 fair value measurements, and the narrative description of measurement uncertainty should be applied prospectively for only the most recent interim or annual period presented in the initial fiscal year of adoption. All other amendments should be applied retrospectively to all periods presented upon their effective date. Early adoption is permitted.1st Quarter 2020Upon adoption, the Corporation will have a slight change in presentation, and an immaterial impact to its results of operations, financial position, and liquidity.
ASU 2017-04 Intangibles - Goodwill and Other (Topic 350): Simplifying the Test for Goodwill ImpairmentThe FASB issued an amendment to simplify the subsequent quantitative measurement of goodwill by eliminating step two from the goodwill impairment test. Instead, an entity will perform only step one of its quantitative goodwill impairment test by comparing the fair value of a reporting unit with its carrying amount, and then recognizing an impairment charge for the amount by which the carrying amount exceeds the reporting unit's fair value; however, the loss recognized should not exceed the total amount of goodwill allocated to that reporting unit. An entity will still have the option to perform a qualitative assessment for a reporting unit to determine if the quantitative step one impairment test is necessary. This amendment is effective for annual or interim goodwill impairment tests in fiscal years beginning after December 15, 2019. Entities should apply the amendment prospectively. Early adoption is permitted, including in an interim period, for impairment tests performed after January 1, 2017.2nd Quarter 2020, consistent with the Corporation's annual impairment test in May of each yearThe Corporation is currently evaluating the impact on its results of operations, financial position, and liquidity. The Corporation has not had to perform a step one quantitative analysis since 2012, which concluded no impairment was necessary.
ASU 2018-14
Compensation—Retirement Benefits—Defined Benefit Plans—General (Subtopic 715-20): Disclosure Framework—Changes to the Disclosure Requirements for Defined Benefit Plans
The FASB issued an amendment to modify the disclosure requirements for employers that sponsor defined benefit pension or other postretirement plans. The amendments also added requirements to disclose the weighted-average interest crediting rates for cash balance plans and other plans with promised interest crediting rates and an explanation of the reasons for significant gains and losses related to changes in the benefit obligation for the period. The amendment also clarifies the disclosure requirements in paragraph 715-20-50-3, which states that certain information for defined benefit pension plans should be disclosed. The amendments in this Update remove disclosures that no longer are considered cost beneficial, clarify the specific requirements of disclosures, and add disclosure requirements identified as relevant. The amendment is effective for fiscal years ending after December 15, 2020. Entities should apply the amendments in this Update on a retrospective basis to all periods presented. Early adoption is permitted.1st Quarter 2021The Corporation is currently evaluating the impact on its results of operations, financial position and liquidity.
ASU 2019-12
Income Taxes (Topic 740)-Simplifying the Accounting for Income Taxes
The FASB issued this amendment to simplify the accounting for income taxes by removing certain exceptions to the general principles in Topic 740. The amendment also improves consistent application of and simplifies GAAP for other areas of Topic 740 by clarifying and amending existing guidance. The amendments in this Update are effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2020. Early adoption of the amendments is permitted.1st Quarter 2021The Corporation is currently evaluating the impact on its results of operations, financial position and liquidity.

Note 2 Acquisitions
2019 Completed Acquisitions:
Huntington Wisconsin Branch Acquisition
On June 14, 2019, the Corporation completed its acquisition of the amount recorded in current-period earnings by line item that would have been recorded in previous reporting periods ifWisconsin branches of Huntington. The Corporation paid a 4% premium on acquired deposits. The conversion of the adjustment tobranches happened simultaneously with the provisional amounts had been recognized asclose of the transaction and the acquisition expanded the Bank's presence into 13 new Wisconsin communities. As a result of the acquisition date. This amendment was effective for fiscal years beginning after December 15, 2015, including interim periods within those fiscal years. The Corporation adopted the accounting standard during the first quarter of 2016, as required, with no material impact on its results of operations, financial position, or liquidity.
In May 2015, the FASB issued an amendment to eliminate the requirement to categorize investments measured using the net asset value per share ("NAV") practical expedient in the fair value hierarchy table. Entities are required to disclose the fair value of investments measured using the NAV practical expedient so that financial statement users can reconcile amounts reported in the fair value hierarchy table to amounts reported on the balance sheet. This amendment required retrospective application and was effective for fiscal years beginning after December 15, 2015, and interim periods within those fiscal years. The Corporation adopted the accounting standard during the first quarter of 2016, as required, with no material impact on its results of operations, financial position, or liquidity. See Note 12 for additional disclosure regarding reconciliation of the fair value hierarchy to the amounts presented in the balance sheet.
In April 2015, the FASB issued an amendment to provide guidance to customers about whetherother consolidations, a cloud computing arrangement included a software license. If the cloud computing arrangement includes a software license, then the customer should account for the software license element consistent with the acquisition of other software licenses.


If a cloud computing arrangement does not include a software license, the customer should account for the arrangement as a service contract. This amendment was effective for annual periods, and interim periods within those annual periods, beginning after December 15, 2015. The Corporation adopted the accounting standard on a prospective basis during the first quarter of 2016, as required, with no material impact on its results of operations, financial position, or liquidity.
In April 2015, the FASB issued an amendment to simplify the presentation of debt issuance costs. This amendment requires that debt issuance costs related to a recognized debt liability be presented in the balance sheet as a direct deduction from the carrying amount of that debt liability, consistent with debt discounts. In August 2015, the FASB expanded this amendment to include SEC staff views related to debt issuance costs associated with line-of-credit arrangements. The SEC staff would not object to an entity deferring and presenting debt issuance costs as an asset and subsequently amortizing the deferred debt issuance costs over the term of the line-of-credit arrangement, regardless of whether there are any outstanding borrowings on the line-of-credit arrangement. This amendment required retrospective application and was effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2015. The Corporation adopted the accounting standard during the first quarter of 2016. All prior periods have been restated to reflect this change in presentation, resulting in a $3 million reduction to other assets and a corresponding $3 million reduction to long-term funding on the balance sheet compared to the amounts originally reported at December 31, 2015.
In February 2015, the FASB issued an amendment to modify existing consolidation guidance for reporting companies that are required to evaluate whether they should consolidate legal entities. The new standard will place more emphasis on risk of loss when determining a controlling financial interest. Frequency in the application of related-party guidance for determining a controlling financial interest will be reduced. Also, consolidation conclusions for public and private companies among several industries that make use of limited partnerships or VIEs changed. This amendment was effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2015. The Corporation adopted the accounting standard during the first quarter of 2016, as required, with no material impact on its results of operations, financial position, or liquidity.
In January 2015, the FASB issued an amendment to eliminate from U.S. GAAP the concept of extraordinary items. Presently, an event or transaction is presumed to be an ordinary and usual activity of the reporting entity unless evidence clearly supports its classification as an extraordinary item. If an event or transaction meets the criteria for extraordinary classification, an entity is required to segregate the extraordinary item from the results of ordinary operations and show the item separately in the income statement, net of tax, after income from continuing operations. The amended guidance prohibits separate disclosure of extraordinary items in the income statement. This amendment was effective for fiscal years, and interim periods within those fiscal years, beginning after December 15, 2015. The Corporation adopted the accounting standard during the first quarter of 2016, as required, with no material impact.
In June 2014, the FASB issued an amendment to the stock compensation accounting guidance to clarify that a performance target that affects vesting of a share-based payment and that could be achieved after the requisite service period be treated as a performance condition. As such, the performance target should not be reflected in estimating the grant-date fair value of the award. Compensation cost should be recognized in the period in which it becomes probable that the performance target will be achieved and should represent the compensation cost attributable to the period(s) for which the requisite service has already been rendered. This amendment was effective for annual reporting periods, including interim periods within those annual periods, beginning after December 15, 2015. The Corporation adopted the accounting standard on a prospective basis during the first quarter of 2016, as required, with no material impact on its results of operations, financial position, or liquidity.
Note 2 Acquisitions
On February 17, 2015, the Corporation acquired Ahmann & Martin Co., a risk and employee benefits consulting firm based in Minnesota. The firm was merged into Associated Benefits and Risk Consulting ("ABRC"), the Corporation's insurance brokerage subsidiary. The Corporation's acquisition of Ahmann & Martin Co. enhanced the Corporation's ability to offer clients unique, comprehensive solutions to meet their insurance and financial risk


management needs. The transaction was valued at approximately $48 million with the opportunity to increase the consideration by $8 million should certain contingencies be met over a defined period.14 branch locations were added.
The transaction wasHuntington branch acquisition constituted a business combination. The acquisition has been accounted for using the acquisition method of accounting and, as such,accordingly, assets acquired, liabilities assumed, and consideration exchanged were recorded at their estimated fair value on the acquisition date. Goodwill fromThe determination of estimated fair values required management to make certain estimates that are subjective in nature and may require adjustments upon the availability of new information regarding facts and circumstances which existed at the date of acquisition (i.e., appraisals) for up to a year following the acquisition.
The Corporation recorded approximately $7 million in goodwill related to the Huntington branch acquisition during the second quarter of 2019 and approximately $210,000 during the third quarter of 2019. Upon review of information relating to events
83



and circumstances existing at the acquisition representsdate, and in accordance with applicable accounting guidance, the excess of the purchase price overCorporation remeasured select previously reported fair value amounts. The adjustment to goodwill was driven by an update that decreased the fair value of the net tangible and intangible assets acquired and is not deductible for tax purposes. As a result offurniture acquired. Goodwill created by the acquisition the Corporation recorded goodwill of approximately $40 million and other intangible assets of approximately $12 million. Goodwill was assigned to the Corporation's Community, Consumer, and Business segment.is tax deductible. See Note 5 for additional information on goodwill, as well as the carrying amount and otheramortization of core deposit intangible assets.assets related to the Huntington branch acquisition.
DuringThe following table presents the first quarterestimated fair values of 2016,the assets acquired and liabilities assumed as of the acquisition date related to Huntington branch acquisition:
 ($ in Thousands)Purchase Accounting AdjustmentsJune 14, 2019
Assets
Cash and cash equivalents$—  $551,250  
Loans(1,552) 116,346  
Premises and equipment, net4,800  22,430  
Goodwill7,286  
Core deposit intangibles (included in other intangible assets, net on the face of the Consolidated Balance Sheets)22,630  22,630  
Other real estate owned (included in other assets on the face of the Consolidated Balance Sheets)(2,561) 5,263  
Others assets$—  559  
Total assets$725,764  
Liabilities
Deposits$156  $725,173  
Other liabilities$70  590  
Total liabilities$725,764  
For a description of the methods used to determine the fair value of significant assets and liabilities presented on the balance sheet above see Assumptions section of this Note.
2019 Pending Acquisitions:
On July 25, 2019, the Corporation entered into an agreement to acquire Illinois-based First Staunton for cash consideration of approximately $76 million. Regulatory approval for the transaction was received from the OCC on October 10, 2019. The transaction is subject to customary closing conditions, and is expected to close in February 2020.
2018 Completed Acquisitions:
Bank Mutual Acquisition
On February 1, 2018, the Corporation completed two small insurance acquisitions to complement its existing insuranceacquisition of Bank Mutual in a stock transaction valued at approximately $482 million. Bank Mutual was a diversified financial services company headquartered in Milwaukee, Wisconsin. The merger resulted in a combined company with a larger market presence in markets the Corporation currently operates in, as well as expansion into nearly a dozen new markets.
Under the terms of the Agreement and benefits related products and services provided by ABRC.Plan of Merger dated July 20, 2017 (the "Merger Agreement"), Bank Mutual’s shareholders received 0.422 shares of the Corporation's common stock for each share of Bank Mutual common stock. The Corporation recorded goodwillissued approximately 19.5 million shares for a total deal value of $3approximately $482 million based on the closing sale price of a share of common stock of the Corporation on January 31, 2018. The banking subsidiary of Bank Mutual merged with and other intangibles of $1 millioninto Associated Bank, N.A. on June 24, 2018.
Goodwill related to these insurance acquisitions.the Bank Mutual acquisition increased $6 million during the second quarter of 2018 and an additional $2 million during the third quarter of 2018 to $175 million. Goodwill created by the acquisition of Bank Mutual is not tax deductible.
84



The following table presents the estimated fair values of the assets acquired and liabilities assumed as of the acquisition date related to Bank Mutual:
($ in Thousands)Purchase Accounting AdjustmentsFebruary 1, 2018
Assets
Cash and cash equivalents$—  $78,052  
Investment securities(6,238) 452,867  
Federal Home Loan Bank stock, at cost—  20,026  
Loans(48,043) 1,875,877  
Premises and equipment, net2,930  42,689  
Bank owned life insurance(24) 65,390  
Goodwill175,499  
Core deposit intangibles (included in other intangible assets, net on the face of the Consolidated Balance Sheets)58,100  58,100  
Other real estate owned (included in other assets on the face of the Consolidated Balance Sheets)199  4,848  
Others assets$7,054  47,158  
Total assets$2,820,506  
Liabilities
Deposits$2,498  $1,840,950  
Other borrowings1,875  431,886  
Other liabilities$4,487  65,982  
Total liabilities$2,338,818  
Total consideration paid$481,688  
For a description of the methods used to determine the fair value of significant assets and liabilities presented on the balance sheet above see Assumptions section of this Note.
For loans acquired, the contractual amounts due, expected cash flows to be collected, interest component, and fair value as of the respective acquisition dates were as follows:
February 1, 2018
($ in Thousands)Acquired Performing LoansAcquired Impaired LoansTotal
Contractual required principal and interest at acquisition$1,899,932  $23,988  $1,923,920  
Contractual cash flows not expected to be collected (nonaccretable discount)—  (1,866) (1,866) 
Expected cash flows at acquisition1,899,932  22,122  1,922,054  
Interest component of expected cash flows (accretable discount)(41,324) (4,853) (46,177) 
Fair value of acquired loans$1,858,608  $17,269  $1,875,877  
Assumptions:
Loans: Fair values for loans were based on a discounted cash flow methodology that considered factors including the type of loan and related collateral, classification status, fixed or variable interest rate, term of loan, amortization status, and current discount rates. Loans were grouped together according to similar characteristics when applying various valuation techniques.
CDIs: This intangible asset represents the value of the relationships with deposit customers. The fair value was estimated based on a discounted cash flow methodology that gave appropriate consideration to expected customer attrition rates, net maintenance cost of the deposit base, alternative cost of funds, and the interest costs associated with customer deposits. The CDIs are being amortized on a straight-line basis over 10 years.
Time deposits: The fair values for time deposits are estimated using a discounted cash flow calculation that applies interest rates currently being offered to the contractual interest rates on such time deposits.
FHLB borrowings: The fair values of FHLB advances are estimated based on quoted market prices for the instrument if available, or for similar instruments if not available, or by using discounted cash flow analyses, based on current incremental borrowing rates for similar types of instruments.
85



Note 3 Investment Securities
Investment securities are generally classified as available for sale, or held to maturity, or equity on the consolidated balance sheets at the time of purchase. See Note 1 for the Corporation’s accounting policy for investment securities. The majorityamortized cost and fair values of securities available for sale and held to maturity at December 31, 2019 were as follows:
($ in Thousands)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
(Losses)
Fair Value
Investment securities available for sale
Obligations of state and political subdivisions (municipal securities)(a)
$529,908  $16,269  $(18) $546,160  
Residential mortgage-related securities
FNMA / FHLMC131,158  1,562  (59) 132,660  
GNMA982,941  3,887  (1,689) 985,139  
Commercial mortgage-related securities
FNMA / FHLMC19,929  1,799  —  21,728  
GNMA1,314,836  7,403  (12,032) 1,310,207  
FFELP asset-backed securities270,178  —  (6,485) 263,693  
Other debt securities3,000  —  —  3,000  
Total investment securities available for sale$3,251,950  $30,920  $(20,284) $3,262,586  
Investment securities held to maturity
U.S. Treasury securities$999  $19  $—  $1,018  
Obligations of state and political subdivisions (municipal securities)(a)
1,418,569  69,775  (1,118) 1,487,227  
Residential mortgage-related securities
FNMA / FHLMC81,676  1,759  (15) 83,420  
GNMA269,523  1,882  (1,108) 270,296  
GNMA commercial mortgage-related securities434,317  6,308  (6,122) 434,503  
Total investment securities held to maturity$2,205,083  $79,744  $(8,363) $2,276,465  
(a) As permitted by ASU 2019-04, which was adopted during the Corporation's investmentthird quarter of 2019, the Corporation made a one-time election during the third quarter of 2019 to transfer municipal securities are mortgage-related securities issued by the Government National Mortgage Association (“GNMA”) or GSEs such as the Federal National Mortgage Association (“FNMA”) and the Federal Home Loan Mortgage Corporation (“FHLMC”). with an amortized cost of $692 million from held to maturity to available for sale.


86



The amortized cost and fair values of securities available for sale and held to maturity were as follows.
 December 31, 2016
Amortized
Cost
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 Fair Value
 
 
  ($ in Thousands)
 Investment securities available for sale:       
 U. S. Treasury securities$1,000
 $
 $
 $1,000
 Residential mortgage-related securities:       
 FNMA / FHLMC625,234
 17,298
 (2,602) 639,930
 GNMA2,028,301
 1,372
 (25,198) 2,004,475
 Private-label1,134
 1
 (14) 1,121
 GNMA commercial mortgage-related securities2,064,508
 356
 (35,966) 2,028,898
 Other securities (debt and equity)4,718
 105
 (21) 4,802
 Total investment securities available for sale$4,724,895
 $19,132
 $(63,801) $4,680,226
 Investment securities held to maturity:       
 Municipal securities$1,145,843
 $3,868
 $(12,036) $1,137,675
 Residential mortgage-related securities:       
 FNMA / FHLMC37,697
 439
 (693) 37,443
 GNMA89,996
 216
 (656) 89,556
 Total investment securities held to maturity$1,273,536
 $4,523
 $(13,385) $1,264,674


 December 31, 2015Amortized
Cost
 Gross
Unrealized
Gains
 Gross
Unrealized
Losses
 Fair Value
 
 
  ($ in Thousands)
 Investment securities available for sale:       
 U. S. Treasury securities$999
 $
 $(2) $997
 Residential mortgage-related securities:       
 FNMA / FHLMC1,388,995
 33,791
 (8,160) 1,414,626
 GNMA1,605,956
 507
 (16,460) 1,590,003
 Private-label1,722
 1
 (14) 1,709
 GNMA commercial mortgage-related securities1,982,477
 1,334
 (28,501) 1,955,310
 Other securities (debt and equity)4,718
 51
 
 4,769
 Total investment securities available for sale$4,984,867
 $35,684
 $(53,137) $4,967,414
 Investment securities held to maturity:       
 Municipal securities$1,043,767
 $16,803
 $(339) $1,060,231
 Residential mortgage-related securities:       
 FNMA / FHLMC41,469
 513
 (645) 41,337
 GNMA82,994
 189
 (309) 82,874
 Total investment securities held to maturity$1,168,230
 $17,505
 $(1,293) $1,184,442
The amortized cost and fair values of investment securities available for sale and held to maturity at December 31, 2016, are shown below. 2018 were as follows:

($ in Thousands)Amortized
Cost
Gross
Unrealized
Gains
Gross
Unrealized
(Losses)
Fair Value
Investment securities available for sale
U.S. Treasury securities$1,000  $—  $(1) $999  
Residential mortgage-related securities:
FNMA / FHLMC296,296  2,466  (3,510) 295,252  
GNMA2,169,943  473  (41,885) 2,128,531  
Private-label1,007  —  (4) 1,003  
GNMA commercial mortgage-related securities1,273,309  —  (52,512) 1,220,797  
FFELP asset-backed securities297,347  711  (698) 297,360  
Other debt securities3,000  —  —  3,000  
Total investment securities available for sale$4,041,902  $3,649  $(98,610) $3,946,941  
Investment securities held to maturity
Obligations of state and political subdivisions (municipal securities)$1,790,683  $8,255  $(15,279) $1,783,659  
Residential mortgage-related securities
FNMA / FHLMC92,788  169  (1,795) 91,162  
GNMA351,606  1,611  (8,181) 345,035  
GNMA commercial mortgage-related securities505,434  7,559  (22,579) 490,414  
Total investment securities held to maturity$2,740,511  $17,593  $(47,835) $2,710,271  
Expected maturities willmay differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.
 Available for Sale Held to Maturity
 
Amortized
Cost
 
Fair
Value
 
Amortized
Cost
 
Fair
Value
 ($ in Thousands)
Due in one year or less$4,500
 $4,479
 $38,791
 $28,517
Due after one year through five years1,200
 1,200
 257,652
 264,427
Due after five years through ten years
��
 229,063
 229,364
Due after ten years
 
 620,337
 615,367
Total debt securities5,700
 5,679
 1,145,843
 1,137,675
Residential mortgage-related securities:       
FNMA / FHLMC625,234
 639,930
 37,697
 37,443
GNMA2,028,301
 2,004,475
 89,996
 89,556
Private-label1,134
 1,121
 
 
GNMA commercial mortgage-related securities2,064,508
 2,028,898
 
 
Equity securities18
 123
 
 
Total investment securities$4,724,895
 $4,680,226
 $1,273,536
 $1,264,674
Ratio of Fair Value to Amortized Cost  99.1%   99.3%



During 2016 and 2015, the Corporation restructured its The expected maturities of investment securities portfolioavailable for sale and held to maturity at December 31, 2019, are shown below:
 Available for SaleHeld to Maturity
($ in Thousands)Amortized
Cost
Fair
Value
Amortized
Cost
Fair
Value
Due in one year or less$2,795  $2,800  $29,033  $29,218  
Due after one year through five years32,399  32,901  82,023  83,245  
Due after five years through ten years317,292  326,361  136,138  140,704  
Due after ten years180,422  187,098  1,172,373  1,235,077  
Total debt securities532,908  549,160  1,419,568  1,488,245  
Residential mortgage-related securities
FNMA / FHLMC131,158  132,660  81,676  83,420  
GNMA982,941  985,139  269,523  270,296  
Commercial mortgage-related securities
FNMA / FHLMC19,929  21,728  —  —  
GNMA1,314,836  1,310,207  434,317  434,503  
FFELP asset-backed securities270,178  263,693  —  —  
Total investment securities$3,251,950  $3,262,586  $2,205,083  $2,276,465  
Ratio of Fair Value to Amortized Cost100.3 %103.2 %






87



Investment securities gains (losses), net includes proceeds from FNMA and FHLMC mortgage-relatedthe sale of investment securities and reinvested into GNMA mortgage-relatedas well as any applicable write-ups or write-downs of investment securities. The Corporation sold approximately $550 million of FNMAproceeds from the sale and FHLMC mortgage-related securities in 2016 and sold approximately $1.6 billion in 2015, generating net gains on sales of $9 million and $8 million, respectively. The sales of FNMA and FHLMC mortgage-related securities and the subsequent purchase of GNMA mortgage-related securities lowered risk weighted assets and related capital requirements.

Total proceeds and gross realized gains and losses from saleswrite-up of investment securities for each of the three years ended December 31 were as follows.are shown below. There were no other-than-temporary impairment write-downs on investment securities for 2016, 2015,2019, 2018, or 2014.2017.
($ in Thousands)201920182017
Gross gains on available for sale securities$6,374  $1,954  $—  
Gross gains on held to maturity securities—  —  439  
Total gains6,374  1,954  439  
Gross (losses) on available for sale securities(13,861) (3,938) —  
Gross (losses) on held to maturity securities—  —  (5) 
Total (losses)(13,861) (3,938) (5) 
Write-up of equity securities without readily determinable fair values13,444  —  —  
Investment securities gains (losses), net$5,957  $(1,985) $434  
Proceeds from sales of investment securities$1,367,476  $601,130  $18,467  
 2016 2015 2014
 ($ in Thousands)
Gross gains$9,518
 $12,270
 $1,184
Gross losses(202) (4,137) (690)
Investment securities gains, net$9,316
 $8,133
 $494
Proceeds from sales of investment securities$549,555
 $1,601,947
 $102,011

SecuritiesDuring the third quarter of 2019, the Corporation made a one-time election to transfer municipal securities with an amortized cost of $692 million from held to maturity to available for sale, as permitted by the adoption of ASU 2019-04 during the quarter. The Corporation sold shorter duration, lower yielding municipal securities that were included in the transfer for proceeds of $157 million at a gain of $3 million, with the proceeds being reinvested into longer duration, higher yielding held to maturity municipal securities. Additionally, during the first nine months of 2019, the Corporation sold $1.2 billion of taxable, floating rate ABS and shorter duration MBS, CMBS, and CMOs Agency securities, with the proceeds utilized to pay down borrowings and to reinvest into higher yielding Agency related mortgage securities with slightly longer durations, repositioning the portfolio for a declining rate environment.

The Corporation also donated 42,039 shares of Visa Class B restricted shares to the Corporation's Charitable Remainder Trust during the second quarter of 2019, and the subsequent sale of those shares by the Trust resulted in an observable market price. As a result, the Corporation wrote up its remaining 77,000 Visa Class B restricted shares to fair value. Based on the existing transfer restriction and the uncertainty of covered litigation, the shares were previously carried at a zero cost basis.
During 2018, the Corporation executed a strategy to improve the yield on securities and increase interest income during the current and future calendar years. During the third quarter of 2018, the Corporation sold mortgage-related securities totaling approximately $108 million at a slight gain with all proceeds reinvested into higher yielding securities. The tax equivalent yield of the securities sold was 3.08% while the reinvestment was at 3.51%. During the second quarter of 2018, the Corporation also sold $40 million of lower yielding GNMA commercial mortgage-related securities.
In addition, on February 1, 2018, the date the Bank Mutual acquisition was completed, the Corporation sold Bank Mutual's entire $453 million securities portfolio. The Corporation originally reinvested the proceeds from the Bank Mutual securities portfolio into GNMA residential mortgage-related securities with the goal of reinvesting future cash flows into municipal securities. That strategy was completed during August 2018.
During 2017, the Corporation sold approximately $18 million of municipal securities classified as held to maturity due to significant credit concerns and negative actions taken by credit rating agencies, primarily as a result of budgetary pressures in the State of Illinois and State of Connecticut. These sales resulted in a net gain of approximately $434,000.

Investment securities with a carrying value of approximately $1.8$2.6 billion and $3.2$3.0 billion at December 31, 2016,2019 and December 31, 2015,2018, respectively, were pledged to secure certain deposits or for other purposes as required or permitted by law.

88



The following represents gross unrealized losses and the related fair value of investment securities available for sale and held to maturity, aggregated by investment category and length of time individual securities have been in a continuous unrealized loss position, at December 31, 2016.2019:
Less than 12 months12 months or moreTotal
($ in Thousands)($ in Thousands)Number
of
Securities
Unrealized
(Losses)
Fair
Value
Number
of
Securities
Unrealized
(Losses)
Fair
Value
Unrealized (Losses)Fair
Value
Investment securities available for saleInvestment securities available for sale
Obligations of state and political subdivisions (municipal securities)Obligations of state and political subdivisions (municipal securities) $(18) 1,225  —  $—  $—  $(18) $1,225  
Residential mortgage-related securitiesResidential mortgage-related securities
FNMA / FHLMCFNMA / FHLMC—  —  —   (59) 34,807  (59) 34,807  
GNMAGNMA18  (924) 322,394   (766) 79,461  (1,689) 401,856  
Less than 12 months12 months or moreTotal
Number
of
Securities
Unrealized
Losses
Fair
Value
Number
of
Securities
Unrealized
Losses
Fair
Value
Unrealized
Losses
Fair
Value
($ in Thousands)
Residential mortgage-related securities:    
GNMA commercial mortgage-related securitiesGNMA commercial mortgage-related securities22  (810) 258,218  42  (11,222) 621,307  (12,032) 879,524  
FFELP asset-backed securitiesFFELP asset-backed securities19  (6,092) 250,780   (393) 12,913  (6,485) 263,693  
Other debt securitiesOther debt securities —  2,000  —  —  —  —  2,000  
TotalTotal65  $(7,843) $834,616  51  $(12,440) $748,487  $(20,284) $1,583,104  
Investment securities held to maturityInvestment securities held to maturity
Obligations of state and political subdivisions (municipal securities)Obligations of state and political subdivisions (municipal securities)52  $(1,105) $77,562   $(13) $2,378  $(1,118) $79,940  
Residential mortgage-related securitiesResidential mortgage-related securities
FNMA / FHLMC14
$(2,602)$244,252

$
$
$(2,602)$244,252
FNMA / FHLMC (6) 1,242   (9) 833  (15) 2,075  
GNMA54
(25,198)1,723,523



(25,198)1,723,523
GNMA12  (1,059) 187,261   (49) 6,587  (1,108) 193,849  
Private-label


1
(14)1,119
(14)1,119
GNMA commercial mortgage-related securities74
(16,445)1,427,889
21
(19,521)429,258
(35,966)1,857,147
GNMA commercial mortgage-related securities (29) 26,202  21  (6,093) 357,733  (6,122) 383,935  
Other securities (debt and equity)3
(21)1,479



(21)1,479
Total145
$(44,266)$3,397,143
22
$(19,535)$430,377
$(63,801)$3,827,520
Total67  $(2,199) $292,267  36  $(6,164) $367,532  $(8,363) $659,799  
Investment securities held to maturity:    
Municipal securities700
$(11,937)$414,186
4
$(99)$1,752
$(12,036)$415,938
Residential mortgage-related securities:    
FNMA / FHLMC14
(441)17,477
1
(252)6,031
(693)23,508
GNMA39
(656)64,633



(656)64,633
Total753
$(13,034)$496,296
5
$(351)$7,783
$(13,385)$504,079
For comparative purposes, the following represents gross unrealized losses and the related fair value of investment securities available for sale and held to maturity, aggregated by investment category and length of time that individual securities have been in a continuous unrealized loss position, at December 31, 2015.2018:
Less than 12 months12 months or moreTotal
($ in Thousands)($ in Thousands)Number
of
Securities
Unrealized
(Losses)
Fair
Value
Number
of
Securities
Unrealized
(Losses)
Fair
Value
Unrealized
(Losses)
Fair
Value
Investment securities available for saleInvestment securities available for sale
U.S. Treasury securitiesU.S. Treasury securities—  $—  $—   $(1) $999  $(1) $999  
Less than 12 months12 months or moreTotal
Number
of
Securities
Unrealized
Losses
Fair
Value
Number
of
Securities
Unrealized
Losses
Fair
Value
Unrealized
Losses
Fair
Value
($ in Thousands)
Investment securities available for sale:    
U.S. Treasury securities1
$(2)$997

$
$
$(2)$997
Residential mortgage-related securities:    
Residential mortgage-related securitiesResidential mortgage-related securities
FNMA / FHLMC17
(1,548)220,852
14
(6,612)338,186
(8,160)559,038
FNMA / FHLMC15  (31) 17,993  17  (3,479) 189,405  (3,510) 207,398  
GNMA46
(16,460)1,434,484



(16,460)1,434,484
GNMA12  (4,529) 452,183  79  (37,355) 1,598,159  (41,885) 2,050,342  
Private-label1
(1)83
3
(13)1,565
(14)1,648
Private-label (4) 1,003  —  —  —  (4) 1,003  
GNMA commercial mortgage-related securities40
(9,610)1,132,844
21
(18,891)448,218
(28,501)1,581,062
GNMA commercial mortgage-related securities—  —  —  93  (52,512) 1,220,854  (52,512) 1,220,854  
FFELP asset-backed securitiesFFELP asset-backed securities13  (698) 142,432  —  —  —  (698) 142,432  
Total105
$(27,621)$2,789,260
38
$(25,516)$787,969
$(53,137)$3,577,229
Total41  $(5,262) $613,612  190  $(93,347) $3,009,417  $(98,610) $3,623,028  
Investment securities held to maturity:    
Municipal securities53
$(146)$23,137
24
$(193)$9,254
$(339)$32,391
Residential mortgage-related securities:    
Investment securities held to maturityInvestment securities held to maturity
Obligations of state and political subdivisions (municipal securities)Obligations of state and political subdivisions (municipal securities)272  $(2,860) $313,212  752  $(12,419) $509,374  $(15,279) $822,586  
Residential mortgage-related securitiesResidential mortgage-related securities
FNMA / FHLMC10
(177)12,754
3
(468)11,106
(645)23,860
FNMA / FHLMC13  (780) 57,896  22  (1,015) 28,888  (1,795) 86,784  
GNMA21
(201)45,499
3
(108)6,797
(309)52,296
GNMA13  (414) 19,822  66  (7,767) 320,387  (8,181) 340,209  
GNMA commercial mortgage-related securitiesGNMA commercial mortgage-related securities—  —  —  25  (22,579) 490,414  (22,579) 490,414  
Total84
$(524)$81,390
30
$(769)$27,157
$(1,293)$108,547
Total298  $(4,053) $390,929  865  $(43,780) $1,349,063  $(47,835) $1,739,992  
The Corporation reviews the investment securities portfolio on a quarterly basis to monitor its exposure to other-than-temporary impairment. A determination as to whether a security’s decline in fair value is other-than-temporary takes into consideration numerous factors and the relative significance of any single factor can vary by security. Some factors the Corporation may consider in the other-than-temporary impairment analysis include the length of time and extent to which the security has been in
89



an unrealized loss position, changes in security ratings, financial condition and near-term prospects of the issuer, as well as security and industry specific economic conditions.
Based on the Corporation’s evaluation, management does not believe any unrealized loss at December 31, 2016,2019 represents an other-than-temporary impairment as these unrealized losses are primarily attributable to changes in interest rates and the current market conditions, and not credit deterioration. The unrealized losses reported for municipal securities relate to various state and local political subdivisions and school districts. The unrealized losses at December 31, 2019 for mortgage-related securities have declined due to the decrease in overall interest rates. The U.S. Treasury 3 year and 5 year rates decreased by 84 bp and 82 bp, respectively, from December 31, 2018. The Corporation currently does not intend to sell nor does it believe that it will be required to sell the securities contained in the abovean unrealized losses tableloss position before recovery of their amortized cost basis. The increase in unrealized losses at December 31, 2016 is due to the increase in overall interest rates. The U.S. Treasury 3-year and 5-year rates increased by 16 basis points ("bp") and 17 bp, respectively, from December 31, 2015.
Federal Home Loan Bank (“FHLB”)FHLB and Federal Reserve Bank Stocks:The Corporation is required to maintain Federal Reserve stock and FHLB stock as a member bank of both the Federal Reserve System and the FHLB, and in amounts as required by these institutions. These equity securities are “restricted” in that they can only be sold back to the respective institutions or another member institution at par. Therefore, they are less liquid than other marketable equity securities and their fair value is equal to amortized cost. At December 31, 2016,2019 and 2015,2018, the Corporation had FHLB stock of $65$149 million and $74$173 million, respectively. The Corporation had Federal Reserve Bank stock of $75$78 million and $73$77 million at December 31, 20162019 and 2015,2018, respectively.


Equity Securities
Equity securities with readily determinable fair values: The Corporation's portfolio of equity securities with readily determinable fair values is primarily comprised of CRA Qualified Investment mutual funds. At both December 31, 2019 and 2018, the Corporation had equity securities with readily determinable fair values of $2 million.
Equity securities without readily determinable fair values: The Corporation's portfolio of equity securities without readily determinable fair values consists of Visa Class B restricted shares that the Corporation received in 2008 as part of Visa's initial public offering. During the second quarter of 2019, the Corporation donated 42,039 shares of Visa Class B restricted shares to the Corporation's Charitable Remainder Trust, and the subsequent sale of those shares by the Trust resulted in an observable market price. As a result, the Corporation wrote up their remaining 77,000 Visa Class B restricted shares to fair value. Based on the existing transfer restriction and the uncertainty of the covered litigation, the Visa Class B restricted shares were previously carried at a zero cost basis. Thus, the Corporation had equity securities without readily determinable fair values of $13 million at December 31, 2019 and $0 at December 31, 2018.
Note 4 Loans
Loans at December 31 are summarized below.below:

($ in Thousands)20192018
Commercial and industrial$7,354,594  $7,398,044  
Commercial real estate - owner occupied911,265  920,443  
Commercial and business lending8,265,858  8,318,487  
Commercial real estate - investor3,794,517  3,751,554  
Real estate construction1,420,900  1,335,031  
Commercial real estate lending5,215,417  5,086,585  
Total commercial13,481,275  13,405,072  
Residential mortgage8,136,980  8,277,712  
Home equity852,025  894,473  
Other consumer351,159  363,171  
Total consumer9,340,164  9,535,357  
Total loans(a)(b)
$22,821,440  $22,940,429  
(a) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages as well as $33 million of nonaccrual and performing restructured loans.
(b) Includes $2 million and $5 million of purchased credit-impaired loans at December 31, 2019 and December 31, 2018, respectively.
90

 2016 2015
 ($ in Thousands)
Commercial and industrial$6,489,014
 $6,190,683
Commercial real estate — owner occupied897,724
 918,212
Commercial and business lending7,386,738
 7,108,895
Commercial real estate — investor3,574,732
 3,234,266
Real estate construction1,432,497
 1,162,145
Commercial real estate lending5,007,229
 4,396,411
Total commercial12,393,967
 11,505,306
Residential mortgage6,332,327
 5,783,267
Home equity934,443
 1,005,802
Other consumer393,979
 419,968
Total consumer7,660,749
 7,209,037
Total loans$20,054,716
 $18,714,343


The Corporation has granted loans to theirits directors, executive officers, or their related interests. These loans were made on substantially the same terms, including rates and collateral, as those prevailing at the time for comparable transactions with other unrelated customers, and do not involve more than a normal risk of collection. These loans to related parties are summarized below.below:
($ in Thousands)20192018
Balance at beginning of year$17,831  $20,260  
New loans3,673  3,076  
Repayments(8,053) (5,017) 
Change due to status of executive officers and directors3,320  (489) 
Balance at end of year$16,772  $17,831  
 2016
 ($ in Thousands)
Balance at beginning of year$36,597
New loans10,677
Repayments(11,089)
Change due to status of executive officers and directors(8,596)
Balance at end of year$27,589




The following table presents commercial and consumer loans by credit quality indicator at December 31, 2016.
2019:
Pass Special Mention Potential Problem Nonaccrual Total
($ in Thousands)
($ in Thousands)($ in Thousands)PassSpecial MentionPotential ProblemNonaccrualTotal
Commercial and industrial$5,937,119
 $141,328
 $227,196
 $183,371
 $6,489,014
Commercial and industrial$7,118,448  $79,525  $110,308  $46,312  $7,354,594  
Commercial real estate - owner occupied805,871
 17,785
 64,524
 9,544
 897,724
Commercial real estate - owner occupied866,193  25,115  19,889  67  911,265  
Commercial and business lending6,742,990
 159,113
 291,720
 192,915
 7,386,738
Commercial and business lending7,984,641  104,641  130,197  46,380  8,265,858  
Commercial real estate - investor3,491,217
 14,236
 51,228
 18,051
 3,574,732
Commercial real estate - investor3,620,785  139,873  29,449  4,409  3,794,517  
Real estate construction1,429,083
 105
 2,465
 844
 1,432,497
Real estate construction1,420,374  33  —  493  1,420,900  
Commercial real estate lending4,920,300
 14,341
 53,693
 18,895
 5,007,229
Commercial real estate lending5,041,159  139,906  29,449  4,902  5,215,417  
Total commercial11,663,290
 173,454
 345,413
 211,810
 12,393,967
Total commercial13,025,800  244,547  159,646  51,282  13,481,275  
Residential mortgage6,275,162
 1,314
 5,615
 50,236
 6,332,327
Residential mortgage8,077,122  563  1,451  57,844  8,136,980  
Home equity919,740
 1,588
 114
 13,001
 934,443
Home equity841,757  1,164  —  9,104  852,025  
Other consumer393,161
 562
 
 256
 393,979
Other consumer350,260  748  —  152  351,159  
Total consumer7,588,063
 3,464
 5,729
 63,493
 7,660,749
Total consumer9,269,139  2,475  1,451  67,099  9,340,164  
Total loans$19,251,353
 $176,918
 $351,142
 $275,303
 $20,054,716
Total loans(a)
Total loans(a)
$22,294,939  $247,022  $161,097  $118,380  $22,821,440  
(a) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages. In addition, the Corporation sold $33 million of residential mortgages and home equity loans, of which $21 million were pass loans and $12 million were nonaccrual loans.

The following table presents commercial and consumer loans by credit quality indicator at December 31, 2015.2018
Pass Special Mention Potential Problem Nonaccrual Total
($ in Thousands)
($ in Thousands)($ in Thousands)PassSpecial MentionPotential ProblemNonaccrualTotal
Commercial and industrial$5,522,809
 $341,169
 $233,130
 $93,575
 $6,190,683
Commercial and industrial$7,162,370  $78,075  $116,578  $41,021  $7,398,044  
Commercial real estate - owner occupied835,572
 38,885
 35,706
 8,049
 918,212
Commercial real estate - owner occupied854,265  6,257  55,964  3,957  920,443  
Commercial and business lending6,358,381
 380,054
 268,836
 101,624
 7,108,895
Commercial and business lending8,016,635  84,332  172,542  44,978  8,318,487  
Commercial real estate - investor3,153,703
 45,976
 25,944
 8,643
 3,234,266
Commercial real estate - investor3,653,642  28,479  67,481  1,952  3,751,554  
Real estate construction1,157,034
 252
 3,919
 940
 1,162,145
Real estate construction1,321,447  8,771  3,834  979  1,335,031  
Commercial real estate lending4,310,737
 46,228
 29,863
 9,583
 4,396,411
Commercial real estate lending4,975,089  37,249  71,315  2,931  5,086,585  
Total commercial10,669,118
 426,282
 298,699
 111,207
 11,505,306
Total commercial12,991,724  121,582  243,856  47,909  13,405,072  
Residential mortgage5,727,437
 1,552
 2,796
 51,482
 5,783,267
Residential mortgage8,203,729  434  5,975  67,574  8,277,712  
Home equity988,574
 1,762
 222
 15,244
 1,005,802
Home equity880,808  1,223  103  12,339  894,473  
Other consumer419,087
 556
 
 325
 419,968
Other consumer362,343  749  —  79  363,171  
Total consumer7,135,098
 3,870
 3,018
 67,051
 7,209,037
Total consumer9,446,881  2,406  6,078  79,992  9,535,357  
Total loans$17,804,216
 $430,152
 $301,717
 $178,258
 $18,714,343
Total loans$22,438,605  $123,988  $249,935  $127,901  $22,940,429  
Factors that are important to managing overall credit quality are sound loan underwriting and administration, systematic monitoring of existing loans and commitments, effective loan review on an ongoing basis, early identification of potential problems, andan appropriate allowance for loan losses, allowance for unfunded commitments, nonaccrual, and charge off policies. See Note 1 for the Corporation's accounting policy for loans.
For commercial loans, management has determined the pass credit quality indicator to include credits that exhibit acceptable financial statements, cash flow, and leverage. If any risk exists, it is mitigated by the loan structure, collateral, monitoring, or control. For consumer loans, performing loans include credits that are performing in accordance with the original contractual terms. Loans are considered past due if the required principal and interest payments have not been received as of the date such payments were due. Special mention credits have potential weaknesses that deserve management’s attention. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the credit. Potential problem loans are considered inadequately protected by the current net worth and paying capacity of the obligor or the collateral pledged. These
91



loans generally have a well-defined weakness, or weaknesses, thatwhich may jeopardize liquidation of the debt, and are characterized by the distinct possibility that the Corporation will sustain some loss if the deficiencies are not corrected. Lastly,


management considers a loan to be impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. Management has determined that commercial and consumer loan relationships that havein nonaccrual status or have hadthose with their terms restructured in a troubled debt restructuring meet this impaired loan definition. Commercial loans classified as special mention, potential problem, and nonaccrual loans are reviewed at a minimum on a quarterly basis, while pass and performing rated credits are reviewed on an annual basis or more frequently if the loan renewal is less than one year or if otherwise warranted.
The following table presents loans by past due status at December 31, 2016.2019:
($ in Thousands)Current30-59 Days
Past Due
60-89 Days
Past Due
90 Days or More
Past Due and Still Accruing
Nonaccrual(a)
Total
Commercial and industrial$7,307,118  $576  $245  $342  $46,312  $7,354,594  
Commercial real estate - owner occupied909,828  1,369  —  —  67  911,265  
Commercial and business lending8,216,947  1,945  245  342  46,380  8,265,858  
Commercial real estate - investor3,788,296  1,812  —  —  4,409  3,794,517  
Real estate construction1,420,310  64  33  —  493  1,420,900  
Commercial real estate lending5,208,606  1,876  33  —  4,902  5,215,417  
Total commercial13,425,552  3,821  278  342  51,282  13,481,275  
Residential mortgage8,069,863  8,749  525  —  57,844  8,136,980  
Home equity837,274  4,483  1,164  —  9,104  852,025  
Other consumer347,007  1,135  949  1,917  152  351,159  
Total consumer9,254,144  14,366  2,638  1,917  67,099  9,340,164  
Total loans(b)
$22,679,696  $18,188  $2,916  $2,259  $118,380  $22,821,440  
 Current 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or More
Past Due (a)
 
Nonaccrual (b)
 Total
 ($ in Thousands)
Commercial and industrial$6,303,994
 $965
 $448
 $236
 $183,371
 $6,489,014
Commercial real estate - owner occupied886,796
 968
 416
 
 9,544
 897,724
Commercial and business lending7,190,790
 1,933
 864
 236
 192,915
 7,386,738
Commercial real estate - investor3,555,750
 431
 500
 
 18,051
 3,574,732
Real estate construction1,431,284
 264
 105
 
 844
 1,432,497
Commercial real estate lending4,987,034
 695
 605
 
 18,895
 5,007,229
Total commercial12,177,824
 2,628
 1,469
 236
 211,810
 12,393,967
Residential mortgage6,273,949
 7,298
 844
 
 50,236
 6,332,327
Home equity915,593
 4,265
 1,584
 
 13,001
 934,443
Other consumer389,157
 2,471
 718
 1,377
 256
 393,979
Total consumer7,578,699
 14,034
 3,146
 1,377
 63,493
 7,660,749
Total loans$19,756,523
 $16,662
 $4,615
 $1,613
 $275,303
 $20,054,716
(a) Of the total nonaccrual loans,$48 million, or 41%, were current with respect to payment at December 31, 2019.
(a)The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2016 (the same as the reported balances for the accruing loans noted above).
(b)
(b) During the third quarter of 2019, the Corporation sold approximately $240 million of portfolio mortgages. In addition, the Corporation sold $33 million of residential mortgages and home equity loans, of which $21 million were accruing current loans, $12 million were nonaccrual loans, and approximately $200,000 were 30-89 days past due accruing loans.
Of the total nonaccrual loans, $224 million or 81% were current with respect to payment at December 31, 2016.
The following table presents loans by past due status at December 31, 2015.2018:
($ in Thousands)Current30-59 Days
Past Due
60-89 Days
Past Due
90 Days or More
Past Due and Still Accruing
Nonaccrual(a)
Total
Commercial and industrial$7,356,187  $187  $338  $311  $41,021  $7,398,044  
Commercial real estate - owner occupied913,787  2,580  119  —  3,957  920,443  
Commercial and business lending8,269,974  2,767  457  311  44,978  8,318,487  
Commercial real estate - investor3,745,835  2,954  813  —  1,952  3,751,554  
Real estate construction1,333,722  330  —  —  979  1,335,031  
Commercial real estate lending5,079,557  3,284  813  —  2,931  5,086,585  
Total commercial13,349,531  6,051  1,270  311  47,909  13,405,072  
Residential mortgage8,200,432  9,272  434  —  67,574  8,277,712  
Home equity876,085  4,826  1,223  —  12,339  894,473  
Other consumer358,970  1,401  868  1,853  79  363,171  
Total consumer9,435,487  15,499  2,525  1,853  79,992  9,535,357  
Total loans$22,785,019  $21,550  $3,795  $2,165  $127,901  $22,940,429  
(a) Of the total nonaccrual loans,$74 million, or 58%, were current with respect to payment at December 31, 2018.
92

 Current 
30-59 Days
Past Due
 
60-89 Days
Past Due
 
90 Days or More
Past Due (a)
 
Nonaccrual (b)
 Total
 ($ in Thousands)
Commercial and industrial$6,095,848
 $602
 $409
 $249
 $93,575
 $6,190,683
Commercial real estate - owner occupied903,021
 7,142
 
 
 8,049
 918,212
Commercial and business lending6,998,869
 7,744
 409
 249
 101,624
 7,108,895
Commercial real estate - investor3,225,332
 291
 
 
 8,643
 3,234,266
Real estate construction1,160,909
 270
 26
 
 940
 1,162,145
Commercial real estate lending4,386,241
 561
 26
 
 9,583
 4,396,411
Total commercial11,385,110
 8,305
 435
 249
 111,207
 11,505,306
Residential mortgage5,726,855
 4,491
 439
 
 51,482
 5,783,267
Home equity982,639
 6,190
 1,729
 
 15,244
 1,005,802
Other consumer416,374
 1,195
 675
 1,399
 325
 419,968
Total consumer7,125,868
 11,876
 2,843
 1,399
 67,051
 7,209,037
Total loans$18,510,978
 $20,181
 $3,278
 $1,648
 $178,258
 $18,714,343
(a)The recorded investment in loans past due 90 days or more and still accruing totaled $2 million at December 31, 2015 (the same as the reported balances for the accruing loans noted above).
(b)
Of the total nonaccrual loans, $124 million or 69% were current with respect to payment at December 31, 2015.




The following table presents impaired loans individually evaluated under ASC Topic 310, excluding $2 million of purchased credit-impaired loans, at December 31, 2016.2019:
($ in Thousands)Recorded
Investment
Unpaid
Principal
Balance
Related
Allowance
Average
Recorded
Investment
Interest
Income
Recognized
Loans with a related allowance
Commercial and industrial$47,249  $63,346  $12,010  $45,290  $1,832  
Commercial real estate - owner occupied1,676  1,682  19  1,774  88  
Commercial and business lending48,924  65,028  12,029  47,064  1,919  
Commercial real estate - investor928  2,104  15  950  15  
Real estate construction477  559  67  494  30  
Commercial real estate lending1,405  2,663  82  1,445  45  
Total commercial50,329  67,691  12,111  48,509  1,965  
Residential mortgage21,450  22,625  2,740  23,721  856  
Home equity3,076  3,468  1,190  3,756  191  
Other consumer1,247  1,249  125  1,250   
Total consumer25,773  27,342  4,055  28,726  1,047  
Total loans$76,102  $95,033  $16,165  $77,235  $3,012  
Loans with no related allowance
Commercial and industrial$14,787  $33,438  $—  $20,502  $63  
Commercial real estate - owner occupied—  —  —  —  —  
Commercial and business lending14,787  33,438  —  20,502  63  
Commercial real estate - investor3,705  3,705  —  3,980  159  
Real estate construction—  —  —  —  —  
Commercial real estate lending3,705  3,705  —  3,980  159  
Total commercial18,491  37,142  —  24,482  222  
Residential mortgage14,104  14,461  —  10,962  373  
Home equity1,346  1,383  —  1,017  21  
Other consumer—  —  —  —  —  
Total consumer15,450  15,845  —  11,979  394  
Total loans$33,941  $52,987  $—  $36,462  $616  
Total
Commercial and industrial$62,035  $96,784  $12,010  $65,792  $1,895  
Commercial real estate - owner occupied1,676  1,682  19  1,774  88  
Commercial and business lending63,711  98,466  12,029  67,566  1,982  
Commercial real estate - investor4,633  5,808  15  4,931  174  
Real estate construction477  559  67  494  30  
Commercial real estate lending5,110  6,367  82  5,425  204  
Total commercial68,820  104,833  12,111  72,991  2,186  
Residential mortgage35,554  37,087  2,740  34,683  1,229  
Home equity4,422  4,851  1,190  4,773  211  
Other consumer1,247  1,249  125  1,250   
Total consumer41,223  43,187  4,055  40,706  1,441  
Total loans(a)
$110,043  $148,020  $16,165  $113,697  $3,628  
(a) The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 63% of the unpaid principal balance at December 31, 2019.
93



 Recorded
Investment
 Unpaid
Principal
Balance
 Related
Allowance
 Average
Recorded
Investment
 Interest
Income
Recognized
 ($ in Thousands)
Loans with a related allowance         
Commercial and industrial$101,770
 $107,813
 $21,617
 $111,211
 $2,512
Commercial real estate — owner occupied6,595
 8,641
 295
 7,111
 274
Commercial and business lending108,365
 116,454
 21,912
 118,322
 2,786
Commercial real estate — investor27,196
 27,677
 3,541
 31,142
 2,124
Real estate construction1,203
 1,566
 441
 1,321
 67
Commercial real estate lending28,399
 29,243
 3,982
 32,463
 2,191
Total commercial136,764
 145,697
 25,894
 150,785
 4,977
Residential mortgage62,362
 67,090
 11,091
 63,825
 2,263
Home equity20,651
 22,805
 9,312
 21,825
 1,114
Other consumer1,235
 1,284
 186
 1,294
 29
Total consumer84,248
 91,179
 20,589
 86,944
 3,406
Total loans$221,012
 $236,876
 $46,483
 $237,729
 $8,383
Loans with no related allowance         
Commercial and industrial$113,485
 $134,863
 $
 $117,980
 $1,519
Commercial real estate — owner occupied8,439
 9,266
 
 8,759
 138
Commercial and business lending121,924
 144,129
 
 126,739
 1,657
Commercial real estate — investor6,144
 6,478
 
 7,092
 
Real estate construction
 
 
 
 
Commercial real estate lending6,144
 6,478
 
 7,092
 
Total commercial128,068
 150,607
 
 133,831
 1,657
Residential mortgage5,974
 6,998
 
 6,610
 184
Home equity106
 107
 
 107
 4
Other consumer
 
 
 
 
Total consumer6,080
 7,105
 
 6,717
 188
Total loans$134,148
 $157,712
 $
 $140,548
 $1,845
Total         
Commercial and industrial$215,255
 $242,676
 $21,617
 $229,191
 $4,031
Commercial real estate — owner occupied15,034
 17,907
 295
 15,870
 412
Commercial and business lending230,289
 260,583
 21,912
 245,061
 4,443
Commercial real estate — investor33,340
 34,155
 3,541
 38,234
 2,124
Real estate construction1,203
 1,566
 441
 1,321
 67
Commercial real estate lending34,543
 35,721
 3,982
 39,555
 2,191
Total commercial264,832
 296,304
 25,894
 284,616
 6,634
Residential mortgage68,336
 74,088
 11,091
 70,435
 2,447
Home equity20,757
 22,912
 9,312
 21,932
 1,118
Other consumer1,235
 1,284
 186
 1,294
 29
Total consumer90,328
 98,284
 20,589
 93,661
 3,594
Total impaired loans(a)
$355,160
 $394,588
 $46,483
 $378,277
 $10,228
(a)The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 78% of the unpaid principal balance at December 31, 2016.


The following table presents impaired loans individually evaluated under ASC Topic 310, excluding $5 million of purchased credit-impaired loans, at December 31, 2015.2018: 
($ in Thousands)Recorded
Investment
Unpaid
Principal
Balance
Related
Allowance
Average
Recorded
Investment
Interest
Income
Recognized
Loans with a related allowance
Commercial and industrial$40,747  $42,131  $5,721  $52,461  $1,167  
Commercial real estate - owner occupied2,080  2,087  24  2,179  104  
Commercial and business lending42,827  44,218  5,745  54,640  1,271  
Commercial real estate - investor799  805  28  827  38  
Real estate construction510  589  75  533  32  
Commercial real estate lending1,309  1,394  103  1,360  70  
Total commercial44,136  45,612  5,848  56,000  1,341  
Residential mortgage41,691  45,149  6,023  42,687  1,789  
Home equity9,601  10,539  3,312  10,209  566  
Other consumer1,181  1,183  121  1,184   
Total consumer52,473  56,871  9,456  54,080  2,358  
Total loans$96,609  $102,483  $15,304  $110,079  $3,699  
Loans with no related allowance
Commercial and industrial$22,406  $45,024  $—  $21,352  $(344) 
Commercial real estate - owner occupied3,772  4,823  —  3,975  —  
Commercial and business lending26,178  49,847  —  25,327  (344) 
Commercial real estate - investor1,585  2,820  —  980  68  
Real estate construction—  —  —  —  —  
Commercial real estate lending1,585  2,820  —  980  68  
Total commercial27,763  52,667  —  26,307  (276) 
Residential mortgage8,795  9,074  —  8,790  203  
Home equity523  542  —  530  —  
Other consumer—  —  —  —  —  
Total consumer9,318  9,616  —  9,320  203  
Total loans$37,081  $62,283  $—  $35,627  $(73) 
Total
Commercial and industrial$63,153  $87,155  $5,721  $73,813  $823  
Commercial real estate - owner occupied5,852  6,910  24  6,154  104  
Commercial and business lending69,005  94,065  5,745  79,967  927  
Commercial real estate - investor2,384  3,625  28  1,807  106  
Real estate construction510  589  75  533  32  
Commercial real estate lending2,894  4,214  103  2,340  138  
Total commercial71,899  98,279  5,848  82,307  1,065  
Residential mortgage50,486  54,223  6,023  51,477  1,992  
Home equity10,124  11,081  3,312  10,739  566  
Other consumer1,181  1,183  121  1,184   
Total consumer61,791  66,487  9,456  63,400  2,561  
Total loans(a)
$133,690  $164,766  $15,304  $145,707  $3,626  
(a) The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 72% of the unpaid principal balance at December 31, 2018.
94

 
Recorded
Investment
 
Unpaid
Principal
Balance
 
Related
Allowance
 
Average
Recorded
Investment
 
Interest
Income
Recognized
 ($ in Thousands)
Loans with a related allowance         
Commercial and industrial$57,785
 $59,409
 $8,162
 $46,833
 $855
Commercial real estate — owner occupied9,705
 9,804
 448
 10,087
 412
Commercial and business lending67,490
 69,213
 8,610
 56,920
 1,267
Commercial real estate — investor27,822
 29,444
 1,831
 28,278
 1,914
Real estate construction1,450
 2,154
 453
 1,667
 66
Commercial real estate lending29,272
 31,598
 2,284
 29,945
 1,980
Total commercial96,762
 100,811
 10,894
 86,865
 3,247
Residential mortgage66,590
 71,084
 12,462
 68,183
 2,374
Home equity21,769
 23,989
 10,118
 22,624
 1,147
Other consumer1,154
 1,225
 195
 1,199
 30
Total consumer89,513
 96,298
 22,775
 92,006
 3,551
Total loans$186,275
 $197,109
 $33,669
 $178,871
 $6,798
Loans with no related allowance         
Commercial and industrial$65,083
 $72,259
 $
 $79,573
 $1,657
Commercial real estate — owner occupied6,221
 6,648
 
 6,534
 15
Commercial and business lending71,304
 78,907
 
 86,107
 1,672
Commercial real estate — investor2,736
 2,840
 
 2,763
 90
Real estate construction
 
 
 
 
Commercial real estate lending2,736
 2,840
 
 2,763
 90
Total commercial74,040
 81,747
 
 88,870
 1,762
Residential mortgage4,762
 5,033
 
 4,726
 126
Home equity544
 544
 
 544
 30
Other consumer
 
 
 
 
Total consumer5,306
 5,577
 
 5,270
 156
Total loans$79,346
 $87,324
 $
 $94,140
 $1,918
Total         
Commercial and industrial$122,868
 $131,668
 $8,162
 $126,406
 $2,512
Commercial real estate — owner occupied15,926
 16,452
 448
 16,621
 427
Commercial and business lending138,794
 148,120
 8,610
 143,027
 2,939
Commercial real estate — investor30,558
 32,284
 1,831
 31,041
 2,004
Real estate construction1,450
 2,154
 453
 1,667
 66
Commercial real estate lending32,008
 34,438
 2,284
 32,708
 2,070
Total commercial170,802
 182,558
 10,894
 175,735
 5,009
Residential mortgage71,352
 76,117
 12,462
 72,909
 2,500
Home equity22,313
 24,533
 10,118
 23,168
 1,177
Other consumer1,154
 1,225
 195
 1,199
 30
Total consumer94,819
 101,875
 22,775
 97,276
 3,707
Total impaired loans(a)
$265,621
 $284,433
 $33,669
 $273,011
 $8,716
(a)The net recorded investment (defined as recorded investment, net of the related allowance) of the impaired loans represented 82% of the unpaid principal balance at December 31, 2015.




Troubled Debt Restructurings (“Restructured Loans”):
Loans are considered restructured loans if concessions have been granted to borrowers that are experiencing financial difficulty. See Note 1 for the Corporation's accounting policy for troubled debt restructurings.
The following table presents nonaccrual and performing restructured loans by loan portfolio:
 December 31, 2019December 31, 2018December 31, 2017
($ in Thousands)Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Commercial and industrial$16,678  $7,376  $25,478  $249  $30,047  $1,776  
Commercial real estate - owner occupied1,676  —  2,080  —  3,989  —  
Commercial real estate - investor293  —  799  933  14,389  —  
Real estate construction298  179  311  198  310  157  
Residential mortgage3,955  13,035  16,036  22,279  17,068  18,991  
Home equity1,896  1,904  7,385  2,627  7,705  2,537  
Other consumer1,246   1,174   1,110  25  
   Total restructured loans(b)
$26,041  $22,494  $53,263  $26,292  $74,618  $23,486  
(a) Nonaccrual restructured loans have been included within nonaccrual loans.
(b) During the third quarter of 2019, the Corporation sold $21 million of performing restructured loans, of which $18 million were residential mortgages and $3 million were home equity loans. In addition, the Corporation sold $7 million of nonaccrual restructured residential mortgage loans during the third quarter of 2019.
The Corporation had a recorded investment of approximately $16 million in loans modified in troubled debt restructurings for the year ended December 31, 2019, of which approximately $3 million were in accrual status and $13 million were in nonaccrual pending a sustained period of repayment. As of December 31, 20162019 there was approximately $7$3 million of commitments to lend additional funds to borrowers with restructured loans. The following table presents nonaccrual and performing restructured loans by loan portfolio.
 December 31, 2016December 31, 2015December 31, 2014
 
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
Performing
Restructured
Loans
Nonaccrual
Restructured
Loans(a)
 ($ in Thousands)
Commercial and industrial$31,884
$1,276
$29,293
$1,714
$33,892
$3,260
Commercial real estate — owner occupied5,490
2,220
7,877
2,703
10,454
5,656
Commercial real estate — investor15,289
924
21,915
3,936
23,127
15,216
Real estate construction359
150
510
177
727
2,438
Residential mortgage18,100
21,906
19,870
24,592
20,833
26,049
Home equity7,756
2,877
7,069
4,522
8,209
4,838
Other consumer979
32
829
40
974
199
   Total restructured loans$79,857
$29,385
$87,363
$37,684
$98,216
$57,656
(a)Nonaccrual restructured loans have been included within nonaccrual loans.
The following table provides the number of loans modified in a troubled debt restructuring by loan portfolio, during the years ended December 31, 2016, 2015 and 2014, respectively, and the recorded investment, and unpaid principal balance as of December 31, 2016, 2015 and 2014.balance:
Years Ended December 31,
 201920182017
($ in Thousands)Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Commercial and industrial $7,588  $7,703   $1,315  $1,330   $3,991  $6,339  
Commercial real estate - owner occupied—  —  —  —  —  —   690  690  
Commercial real estate - investor—  —  —   1,393  1,472  —  —  —  
Real estate construction 77  77   78  80  —  —  —  
Residential mortgage53  7,436  7,517  41  6,977  7,210  45  4,238  4,364  
Home equity24  831  845  34  1,649  1,681  22  507  507  
Other consumer    17  19  —  —  —  
   Total85  $15,940  $16,150  86  $11,429  $11,792  77  $9,426  $11,900  
 Year Ended December 31, 2016Year Ended December 31, 2015Year Ended December 31, 2014
 
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment(a)
Unpaid
Principal
Balance(b)
Number
of
Loans
Recorded
Investment
(a)
Unpaid
Principal
Balance
(b)
 ($ in Thousands)
Commercial and industrial8
$1,509
$1,526
12
$2,219
$2,900
15
$7,681
$7,711
Commercial real estate — owner occupied1
116
122
5
3,694
3,901
4
1,465
1,625
Commercial real estate — investor


5
21,573
21,640
6
6,097
6,521
Real estate construction1
65
91
4
78
79
2
15
15
Residential mortgage63
5,535
5,792
97
10,464
10,996
163
19,675
20,454
Home equity57
2,030
2,084
88
3,103
3,249
117
3,913
4,308
Other consumer1
15
16



2
24
26
   Total131
$9,270
$9,631
211
$41,131
$42,765
309
$38,870
$40,660
(a) Represents post-modification outstanding recorded investment.
(a)Represents post-modification outstanding recorded investment.
(b)Represents pre-modification outstanding recorded investment.
(b) Represents pre-modification outstanding recorded investment.
Restructured loan modifications may include payment schedule modifications, interest rate concessions, maturity date extensions, modification of note structure (A/B Note), non-reaffirmed Chapter 7 bankruptcies, principal reduction, or some combination of these concessions. For the year ended December 31, 2016,2019, restructured loan


modifications of commercial and industrial, commercial real estate, and real estate construction loans primarily included maturity date extensions, interest rate concessions, payment schedule modifications, or a combination of these concessions. Restructured loan modifications of home equity and residential mortgage loans primarily included maturity date extensions, interest rate concessions, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions for the year ended December 31, 2016.concessions.

95



The following table provides the number of loans modified in a troubled debt restructuring during the previous twelve months which subsequently defaulted during the year ended December 31, 2016, 20152019, 2018, and 2014,2017, respectively, as well as the recorded investment in these restructured loans as of December 31, 2016, 20152019, 2018, and 2014, respectively.2017, respectively:
Years Ended December 31,
Year Ended December 31, 2016Year Ended December 31, 2015Year Ended December 31, 2014 201920182017
($ in Thousands)($ in Thousands)Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Commercial and industrialCommercial and industrial—  $—   $—   $—  
Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Number of
Loans
Recorded
Investment
Commercial real estate — investorCommercial real estate — investor 461  —  —  —  —  
($ in Thousands)
Commercial and industrial
$
2
$197
1
$52
Commercial real estate — owner occupied



3
785
Commercial real estate — investor



13
6,200
Real estate construction



1
160
Residential mortgage44
4,102
61
6,815
80
10,032
Residential mortgage38  5,630  20  3,553  36  3,137  
Home equity23
457
28
1,220
54
1,802
Home equity27  868  32  1,688  27  735  
Other consumer1
15


3
34
Other consumer—  —  —  —    
Total68
$4,574
91
$8,232
155
$19,065
Total66  $6,959  55  $5,241  66  $3,879  
All loans modified in a troubled debt restructuring are evaluated for impairment. The nature and extent of the impairment of restructured loans, including those which have experienced a subsequent payment default, is considered in the determination of an appropriate level of the allowance for loan losses.


Allowance for Credit Losses:Losses
The allowance for credit losses is comprised of the allowance for loan losses and the allowance for unfunded commitments. The level of the allowance for loan losses represents management’s estimate of an amount appropriate to provide for probable credit losses in the loan portfolio at the balance sheet date. See Note 1 for the Corporation's accounting policy on the allowance for loan losses. The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 16 for additional information on the allowance for unfunded commitments.
A summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2016, was2019, is as follows.follows:
($ in Thousands)Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2018$108,835  $9,255  $40,844  $28,240  $25,595  $19,266  $5,988  $238,023  
Charge offs(63,315) (222) —  (60) (3,322) (1,846) (5,548) (74,313) 
Recoveries11,875  2,795  31  302  692  2,599  868  19,161  
Net charge offs(51,441) 2,573  31  243  (2,630) 753  (4,681) (55,152) 
Provision for loan losses33,738  (1,543) (361) (3,568) (6,005) (9,093) 5,332  18,500  
December 31, 2019$91,133  $10,284  $40,514  $24,915  $16,960  $10,926  $6,639  $201,371  
Allowance for loan losses
Individually evaluated for impairment$12,010  $19  $15  $67  $2,740  $1,190  $125  $16,165  
Collectively evaluated for impairment79,123  10,265  40,498  24,848  14,220  9,737  6,514  185,205  
Total allowance for loan losses$91,133  $10,284  $40,514  $24,915  $16,960  $10,926  $6,639  $201,371  
Loans
Individually evaluated for impairment$62,035  $1,676  $4,633  $477  $35,554  $4,422  $1,247  $110,043  
Collectively evaluated for impairment7,292,217  909,010  3,789,755  1,420,416  8,100,958  847,577  349,912  22,709,845  
Acquired and accounted for under ASC 310-30(a)
342  579  129   469  26  —  1,552  
Total loans$7,354,594  $911,265  $3,794,517  $1,420,900  $8,136,980  $852,025  $351,159  $22,821,440  
(a) Loans acquired in business combinations and accounted for under ASC Subtopic 310-30 "Receivables — Loans and Debt Securities Acquired with Deteriorated Credit Quality."
96

$ in Thousands
Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2015$129,959
$18,680
$43,018
$25,266
$28,261
$23,555
$5,525
$274,264
Charge offs(71,016)(512)(1,504)(558)(4,332)(4,686)(3,831)(86,439)
Recoveries14,543
74
1,624
203
755
3,491
820
21,510
Net charge offs(56,473)(438)120
(355)(3,577)(1,195)(3,011)(64,929)
Provision for loan losses66,640
(4,208)2,147
2,021
2,362
(1,996)2,034
69,000
December 31, 2016$140,126
$14,034
$45,285
$26,932
$27,046
$20,364
$4,548
$278,335
Allowance for loan losses:        
Individually evaluated for impairment$20,836
$
$3,117
$
$147
$3
$
$24,103
Collectively evaluated for impairment119,290
14,034
42,168
26,932
26,899
20,361
4,548
254,232
Total allowance for loan losses$140,126
$14,034
$45,285
$26,932
$27,046
$20,364
$4,548
$278,335
Loans:        
Individually evaluated for impairment$180,965
$8,439
$17,322
$
$7,033
$650
$
$214,409
Collectively evaluated for impairment6,308,049
889,285
3,557,410
1,432,497
6,325,294
933,793
393,979
19,840,307
Total loans$6,489,014
$897,724
$3,574,732
$1,432,497
$6,332,327
$934,443
$393,979
$20,054,716





For comparison purposes, a summary of the changes in the allowance for loan losses by portfolio segment for the year ended December 31, 2015, was2018, is as follows.follows:
($ in Thousands)Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2017$123,068  $10,352  $41,059  $34,370  $29,607  $22,126  $5,298  $265,880  
Charge offs(30,837) (1,363) (7,914) (298) (1,627) (3,236) (5,261) (50,536) 
Recoveries13,714  639  668  446  1,271  2,628  812  20,179  
Net charge offs(17,123) (724) (7,246) 149  (355) (608) (4,448) (30,358) 
Provision for loan losses2,890  (373) 7,031  (6,279) (3,657) (2,252) 5,138  2,500  
December 31, 2018$108,835  $9,255  $40,844  $28,240  $25,595  $19,266  $5,988  $238,023  
Allowance for loan losses
Individually evaluated for impairment$5,721  $24  $28  $75  $6,023  $3,312  $121  $15,304  
Collectively evaluated for impairment103,114  9,231  40,816  28,165  19,572  15,954  5,867  222,719  
Total allowance for loan losses$108,835  $9,255  $40,844  $28,240  $25,595  $19,266  $5,988  $238,023  
Loans
Individually evaluated for impairment$63,153  $5,852  $2,384  $510  $50,486  $10,124  $1,181  $133,690  
Collectively evaluated for impairment7,331,898  913,708  3,748,883  1,334,500  8,226,642  884,266  361,990  22,801,887  
Acquired and accounted for under ASC 310-30(a)
2,994  883  287  21  584  83  —  4,853  
Total loans$7,398,044  $920,443  $3,751,554  $1,335,031  $8,277,712  $894,473  $363,171  $22,940,429  
(a) Loans acquired in business combinations and accounted for under ASC Subtopic 310-30 "Receivables — Loans and Debt Securities Acquired with Deteriorated Credit Quality."
The following table provides a summary of the changes in allowance for loan losses in the Corporation's oil and gas portfolio at December 31, 2019 and December 31, 2018:
Years Ended December 31,
($ in Millions)20192018
Balance at beginning of period$12  $27  
Charge offs(50) (24) 
Recoveries  
Net Charge offs(44) (17) 
Provision for loan losses45   
Balance at end of period$12  $12  
Allowance for loan losses
Individually evaluated for impairment$ $—  
Collectively evaluated for impairment 12  
Total allowance for loan losses$12  $12  
Oil & Gas Allowance for loan losses to Total Oil & Gas Loans2.56 %1.62 %
Loans
Individually evaluated for impairment$23  $22  
Collectively evaluated for impairment460  725  
Total loans$484  $747  



97

$ in Thousands
Commercial
and
industrial
Commercial
real estate
- owner
occupied
Commercial
real estate
- investor
Real estate
construction
Residential
mortgage
Home
equity
Other
consumer
Total
December 31, 2014$117,635
$16,510
$46,333
$20,999
$31,926
$26,464
$6,435
$266,302
Charge offs(27,687)(2,645)(4,645)(750)(5,636)(7,048)(3,869)(52,280)
Recoveries9,821
921
4,157
2,268
1,077
3,233
765
22,242
Net charge offs(17,866)(1,724)(488)1,518
(4,559)(3,815)(3,104)(30,038)
Provision for loan losses30,190
3,894
(2,827)2,749
894
906
2,194
38,000
December 31, 2015$129,959
$18,680
$43,018
$25,266
$28,261
$23,555
$5,525
$274,264
Allowance for loan losses:        
Individually evaluated for impairment$7,522
$
$229
$
$166
$46
$
$7,963
Collectively evaluated for impairment122,437
18,680
42,789
25,266
28,095
23,509
5,525
266,301
Total allowance for loan losses$129,959
$18,680
$43,018
$25,266
$28,261
$23,555
$5,525
$274,264
Loans:        
Individually evaluated for impairment$91,569
$6,221
$5,460
$
$6,956
$1,281
$
$111,487
Collectively evaluated for impairment6,099,114
911,991
3,228,806
1,162,145
5,776,311
1,004,521
419,968
18,602,856
Total loans$6,190,683
$918,212
$3,234,266
$1,162,145
$5,783,267
$1,005,802
$419,968
$18,714,343


The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit) and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 16 for additional information on the allowance for unfunded commitments and see Note 1 for the Corporation's accounting policy for allowance for unfunded commitments. A summary of the changes in the allowance for unfunded commitments was as follows.follows:
Years Ended December 31,
($ in Thousands)201920182017
Allowance for Unfunded Commitments
Balance at beginning of period$24,336  $24,400  $25,400  
Provision for unfunded commitments(2,500) (2,500) (1,000) 
Amount recorded at acquisition70  2,436  —  
Balance at end of period$21,907  $24,336  $24,400  
Loans Acquired in Acquisition
Loans acquired in a business combination are recorded at estimated fair value on their purchase date without a carryover of the related allowance for loan and lease losses. Acquired loans are segregated into two types:
Performing loans are accounted for in accordance with ASC Topic 310-20 "Nonrefundable Fees and Other Costs" as these loans do not have evidence of credit deterioration since origination.
Nonperforming loans are accounted for in accordance with ASC Topic 310-30 as they display significant credit deterioration since origination.
For performing loans the difference between the estimated fair value of the loans and the principal outstanding is accreted over the remaining life of the loans.
In accordance with ASC 310-30, purchased credit-impaired loans are pooled by loan type and the difference between contractually required payments at acquisition and the cash flows expected to be collected is referred to as the non-accretable difference. Further, any excess of cash flows expected at acquisition over the estimated fair value is referred to as the accretable yield and is recognized into interest income over the remaining life of the loan pools when there is a reasonable expectation about the amount and timing of such cash flows. If a reasonable expectation on the amount or timing of such cash flows cannot be determined, accretion of the fair value discount for nonperforming loans will be recognized using the cost recovery method of accounting.
Changes in the accretable yield for loans acquired and accounted for under ASC Topic 310-30 were as follows for the years ended December 31, 2019, and 2018 respectively:
($ in Thousands)Year Ended December 31, 2019Year Ended December 31, 2018
Changes in Accretable Yield
Balance at beginning of period$1,482  $—  
Purchases—  4,853  
Accretion(940) (4,954) 
Net reclassification from non-accretable yield23  1,605  
Other(a)
—  (22) 
Balance at end of period$568  $1,482  
(a) Primarily includes charge offs which are accounted for under ASC Subtopic 310-30 "Receivables — Loans and Debt Securities Acquired with Deteriorated Credit Quality."
For loans acquired, the fair value of purchased credit-impaired loans, on the acquisition date, was determined based on assigned risk ratings, expected cash flows and the fair value of loan collateral. The fair value of loans that were non-impaired was determined based on estimates of losses on defaults and other market factors. The Corporation's Huntington branch acquisition included no purchased credit-impaired loans.
At December 31, 2019, the Corporation had a total of approximately $12 million in net unaccreted purchase discount, of which approximately $12 million was related to performing loans and less than $1 million was related to the Corporation's purchased credit-impaired loans. At December 31, 2018, the Corporation had a total of approximately $20 million in net unaccreted purchase discount, of which approximately $18 million was related to performing loans and approximately $2 million was related to the Corporation's purchased credit-impaired loans.

98



 Years Ended December 31,
 2016 2015 2014
 ($ in Thousands)
Allowance for Unfunded Commitments:     
Balance at beginning of period$24,400
 $24,900
 $21,900
Provision for unfunded commitments1,000
 (500) 3,000
Balance at end of period$25,400
 $24,400
 $24,900



Note 5 Goodwill and Other Intangible Assets
Goodwill:Goodwill 
Goodwill is not amortized but is instead is subject to impairment tests on at least an annual basis, and more frequently if an event occurs or circumstances change that would more likely than not reduce the fair value of a reporting unit below its carrying amount. See Note 1 for the Corporation’s accounting policy for goodwill and other intangible assets.
The Corporation conducted its most recent annual impairment testing in May 2016,2019, utilizing a qualitative assessment. Factors that management considered in this assessment included macroeconomic conditions, industry and market considerations, overall financial performance of the Corporation and each reporting unit (both current and projected), changes in management strategy, and changes in the composition or carrying amount of net assets. In addition, management considered the increaseschanges in both the Corporation’s common stock price and in the overall bank common stock index (based on the S&P 400 Regional Bank Sub-Industry Index), as well as the Corporation’s earnings per common share trend over the past year. Based on these assessments, management concluded that the 2016 annual qualitative impairment assessment indicated that it is more likely than not that the estimated fair value exceeded the carrying value (including goodwill) for each reporting unit. Therefore, a step one quantitative analysis was not required. There were no events since the May 20162019 impairment testing that have changed the Corporation's impairment assessment conclusion. There were no0 impairment charges recorded in 2016, 2015,2019, 2018, or 2014.2017.
At December 31, 2016, theThe Corporation had goodwill of $972 million, compared to $969 million$1.2 billion at both December 31, 2015 including goodwill of $4282019 and 2018. Goodwill increased $7 million assignedin 2019, due to the Corporate and Commercial Specialty segment and the remaining assignedHuntington branch acquisition. During 2018, goodwill increased $175 million related to the Community, Consumer and Business segment. There was an additionBank Mutual acquisition, $10 million related to the carrying amountacquisition of goodwillDiversified, and $7 million related to the acquisition of approximately $3 million as a result of two small insurance acquisitions during the first quarter of 2016.Anderson. See Note 2 for additional information on the Corporation's acquisitions.
Other Intangible Assets:Assets 
The Corporation has other intangible assets that are amortized, consisting of core deposit intangibles,CDIs, other intangibles (primarily related to customer relationships acquired in connection with the Corporation’s insurance agency acquisitions), and mortgage servicing rights. Core deposit intangibles of approximately $15 million were fully amortized in 2015 and have been removed from both the gross carrying amount and the accumulated amortization for 2016. There was an addition to the gross carrying amount of other intangibles of $1 million for the customer relationships associated with two small insurance acquisitions that occurred during the first quarter of 2016. See Note 2 for additional information on the Corporation's acquisitions.MSRs. For core deposit intangiblesCDIs and other intangibles, changes in the gross carrying amount, accumulated amortization, and net book value were as follows.follows:
($ in Thousands)201920182017
Core deposit intangibles
Gross carrying amount$80,730  $58,100  $4,385  
Accumulated amortization(12,456) (5,326) (4,385) 
Net book value$68,274  $52,774  $—  
Additions during the period$22,630  $58,100  $—  
Amortization during the year$7,130  $5,326  $112  
Other intangibles
Gross carrying amount$44,887  $44,931  $34,572  
Reductions due to sale(217) (43) —  
Accumulated amortization(24,643) (21,825) (18,992) 
Net book value$20,027  $23,062  $15,580  
Additions during the period$—  $10,359  $2,162  
Amortization during the year$2,818  $2,833  $1,847  
 2016 2015 2014
 ($ in Thousands)
Core deposit intangibles:     
Gross carrying amount$4,385
 $19,545
 $36,230
Accumulated amortization(4,273) (19,152) (34,433)
Net book value$112
 $393
 $1,797
Amortization during the year$281
 $1,404
 $2,868
Other intangibles:     
Gross carrying amount$32,410
 $31,398
 $19,283
Accumulated amortization(17,145) (15,333) (13,643)
Net book value$15,265
 $16,065
 $5,640
Additions during the period$1,012
 $12,115
 $
Amortization during the year$1,812
 $1,690
 $879


Mortgage Servicing Rights:Rights
The Corporation sells residential mortgage loans in the secondary market and typically retains the right to service the loans sold. Mortgage servicing rightsMSRs are amortized in proportion to and over the period of estimated net servicing income, and assessed for impairment at each reporting date. See Note 1 for the Corporation’s accounting policy for mortgage servicing rights.MSRs. See Note 16 for a discussion of the recourse provisions on sold residential mortgage loans. See Note 18 which further discusses fair value measurement relative to the mortgage servicing rightsMSRs asset.
99



A summary of changes in the balance of the MSRs asset and the MSRs valuation allowance is as follows:
($ in Thousands)201920182017
Mortgage servicing rights
Mortgage servicing rights at beginning of year$68,433  $59,168  $62,085  
Additions from acquisition—  8,136  —  
Additions11,606  10,722  7,167  
Amortization(12,432) (9,594) (10,084) 
Mortgage servicing rights at end of year$67,607  $68,433  $59,168  
Valuation allowance at beginning of year(239) (784) (609) 
(Additions) recoveries, net(63) 545  (175) 
Valuation allowance at end of year(302) (239) (784) 
Mortgage servicing rights, net$67,306  $68,193  $58,384  
Fair value of mortgage servicing rights$72,532  $81,012  $64,387  
Portfolio of residential mortgage loans serviced for others (“servicing portfolio”)$8,484,977  $8,600,983  $7,646,846  
Mortgage servicing rights, net to servicing portfolio0.79 %0.79 %0.76 %
Mortgage servicing rights expense(a)
$12,494  $9,049  $10,259  
(a) Includes the amortization of mortgage servicing rights asset and additions / recoveries to the valuation allowance of mortgage servicing rights, valuation allowance was as follows.and is a component of mortgage banking, net on the consolidated statements of income.
 2016 2015 2014
 ($ in Thousands)
Mortgage servicing rights  
Mortgage servicing rights at beginning of year$62,150
 $61,379
 $64,193
Additions12,262
 12,372
 8,253
Amortization(12,327) (11,601) (11,067)
Mortgage servicing rights at end of year$62,085
 $62,150
 $61,379
Valuation allowance at beginning of year(809) (1,234) (913)
(Additions) recoveries, net200
 425
 (321)
Valuation allowance at end of year(609) (809) (1,234)
Mortgage servicing rights, net$61,476
 $61,341
 $60,145
Fair value of mortgage servicing rights$73,149
 $70,686
 $66,342
Portfolio of residential mortgage loans serviced for others (“servicing portfolio”)$7,974,742
 $7,915,224
 $7,999,294
Mortgage servicing rights, net to servicing portfolio0.77% 0.77% 0.75%
Mortgage servicing rights expense (1)
$12,127
 $11,176
 $11,388
(1)Includes the amortization of mortgage servicing rights and additions / recoveries to the valuation allowance of mortgage servicing rights, and is a component of mortgage banking, net in the consolidated statements of income.
The following table shows the estimated future amortization expense for amortizing intangible assets. The projections of amortization expense are based on existing asset balances, the current interest rate environment, and prepayment speeds as of December 31, 2016.2019. The actual amortization expense the Corporation recognizes in any given period may be significantly different depending upon acquisition or sale activities, changes in interest rates, prepayment speeds, market conditions, regulatory requirements, and events or circumstances that indicate the carrying amount of an asset may not be recoverable. The following table shows the estimated future amortization expense for amortizing intangible assets:
($ in Thousands)Core Deposit IntangiblesOther IntangiblesMortgage Servicing Rights
Year ending December 31,
2020$8,073  $2,681  $10,628  
20218,073  2,656  11,481  
20228,073  2,633  9,576  
20238,073  2,614  7,967  
20248,073  2,594  6,621  
Beyond 202427,909  6,850  21,336  
Total Estimated Amortization Expense$68,274  $20,027  $67,607  

Estimated Amortization ExpenseCore Deposit Intangibles Other Intangibles Mortgage Servicing Rights
 ($ in Thousands)
Year ending December 31,     
2017$112
 $1,786
 $9,627
2018
 1,756
 8,134
2019
 1,457
 6,878
2020
 1,340
 5,840
2021
 1,316
 4,970
Beyond 2021
 7,610
 26,636
Total Estimated Amortization Expense$112
 $15,265
 $62,085


Note 6 Premises and Equipment
See Note 1 for the Corporation’s accounting policy for premises and equipment. A summary of premises and equipment at December 31 wasis as follows.follows:
20192018
 20162015
Estimated
Useful Lives
Cost
Accumulated
Depreciation
Net Book
Value
  ($ in Thousands)
($ in Thousands)
($ in Thousands)
Estimated
Useful Lives
CostAccumulated
Depreciation
Net Book
Value
Land
$57,471
$
$57,471
$52,104
Land—  $69,649  $—  $69,649  $67,737  
Land improvements3 – 15 years
12,572
5,929
6,643
6,661
Land improvements3 – 15 years17,868  8,513  9,355  7,212  
Buildings5 – 39 years
332,256
130,104
202,152
141,432
Buildings and improvementsBuildings and improvements5 – 39 years394,191  163,833  230,358  212,536  
Computers3 – 5 years
42,190
33,139
9,051
6,372
Computers3 – 5 years47,291  34,049  13,242  12,392  
Furniture, fixtures and other equipment3 – 15 years
162,253
119,704
42,549
49,794
Furniture, fixtures and other equipment3 – 15 years176,023  122,681  53,342  49,891  
Operating leasesOperating leases—  53,982  8,602  $45,381  $—  
Leasehold improvements3 – 15 years
34,959
22,510
12,449
11,243
Leasehold improvements3 – 15 years36,842  22,884  13,958  13,457  
Total premises and equipment $641,701
$311,386
$330,315
$267,606
Total premises and equipment $795,846  $360,562  $435,284  $363,225  
Depreciation and amortization of premises and equipment totaled $34 million for both 2019 and 2018, and totaled $32 million in 2016, $332017.
100



During 2019, the Corporation acquired properties as a result of the Huntington branch acquisition which resulted in an increase in the net book value of buildings and improvements from 2018.
On January 1, 2019, the Corporation adopted ASU 2016-02 using a modified retrospective approach which required operating leases to be capitalized on the consolidated balance sheets. This resulted in a right-of-use asset of $45 million in 2015, and $34 million in 2014.at December 31, 2019 compared to zero at December 31, 2018. See Note 7 for additional information on operating leases.
Note 7 Leases

The Corporation has operating leases for retail and corporate offices, land, and equipment. The Corporation also has a finance lease for land.

These leases have original terms of 1 year or longer with remaining maturities up to 43 years, some of which include options to extend the lease term. An analysis of the lease options has been completed and any optional periods that the Corporation is reasonably likely to extend have been included in the capitalization.

The discount rate used to capitalize the operating leases is the Corporation's FHLB borrowing rate on the date of lease commencement. When determining the rate to discount specific lease obligations, the repayment period and term are considered.

Operating and finance lease costs and cash flows resulting from these leases are presented below:
($ in Thousands)Twelve Months Ended December 31, 2019
Operating Lease Costs$11,006 
Finance Lease Costs36 
Operating Lease Cash Flows11,305 
Finance Lease Cash Flows35 
The lease classifications on the consolidated balance sheets were as follows:
December 31, 2019
($ in Thousands)AmountConsolidated Balance Sheets Category
Operating lease right-of-use asset$45,381 Premises and equipment
Finance lease right-of-use asset2,188 Other assets
Operating lease liability49,292 Accrued expenses and other liabilities
Finance lease liability2,209 Other long-term funding
The lease payment obligations, weighted-average remaining lease term, and weighted-average discount rate were as follows:
December 31, 2019
($ in Thousands)Lease paymentsWeighted-average lease term (in years)Weighted-average discount rate
Operating leases
Equipment$46  0.832.72 %
Retail and corporate offices48,940  6.493.34 %
Land6,594  9.573.21 %
Total operating leases$55,580  6.833.32 %
Finance leases
Land$4,827  39.673.99 %
Total finance leases$4,827  39.673.99 %
101



Contractual lease payment obligations for each of the next five years and thereafter, in addition to a reconciliation to the Corporation’s lease liability, were as follows:
($ in Thousands)Operating LeasesFinance LeasesTotal Leases
Twelve Months Ending December 31, 2020$10,662  $85  $10,747  
202110,136  85  10,221  
20227,854  85  7,939  
20235,625  85  5,710  
20244,988  88  5,076  
Beyond 202416,316  4,398  20,714  
Total lease payments$55,580  $4,827  $60,407  
Less: interest6,288  2,617  8,905  
Present value of lease payments$49,292  $2,209  $51,501  
As of December 31, 2019, additional operating leases, primarily retail and corporate offices, that had not yet commenced at December 31, 2019 total $16 million. In addition, finance leases that had not yet commenced at December 31, 2019 total $2 million. These leases will commence between January 2020 and July 2023 with lease terms of 3 years to 6 years.
The Corporation conducts a portion of its business through certain subsidiaries are obligatedfacilities and equipment under noncancelable operating leases. The Corporation also leases for othera subdivision of some of its facilities and equipment, certain of which provide for increased rentals based upon increases in cost of living adjustments and other operating costs.receives rental income from such lease agreements. The approximate minimum annual rentalsrental payments and commitmentsrental receipts under these noncancelable agreements and leases with remaining terms in excess of one year are as follows.follows:
($ in Thousands)
2017$9,711
20189,665
20199,115
($ in Thousands)($ in Thousands)PaymentsReceipts
20208,133
2020$9,876  $3,189  
20217,336
20219,976  2,903  
202220227,822  2,127  
202320235,977  1,723  
202420245,315  1,583  
Thereafter20,940
Thereafter21,393  8,081  
Total$64,900
Total$60,359  $19,606  
Total rental expense under leases, net of lease income, totaled $8$5 million in 2016, $132019, $10 million in 2015,2018, and $11$6 million in 2014,2017, respectively.
Practical Expedients
The reduction of rental expense in 2016 was mainly driven by $4 million of leasing income generatedCorporation elected several practical expedients made available by the Milwaukee Center (which was purchasedFASB. Due to materiality, the Corporation elected not to restate comparative periods upon adoption of the new guidance. In addition, the Corporation elected the package of practical expedients whereby the Corporation did not reassess (i) whether existing contracts are, or contain, leases and (ii) lease classification for existing leases. Lastly, the Corporation elected not to separate lease and non-lease components in April 2016).

determining the consideration in the lease agreement.

Note 78 Deposits
The distribution of deposits at December 31 wasis as follows.follows:
2016 2015
($ in Thousands)
($ in Thousands)($ in Thousands)20192018
Noninterest-bearing demand$5,392,208
 $5,562,466
Noninterest-bearing demand$5,450,709  $5,698,530  
Savings1,431,494
 1,334,420
Savings2,735,036  2,012,841  
Interest-bearing demand4,687,656
 3,445,000
Interest-bearing demand5,329,717  5,336,952  
Money market8,770,963
 9,102,977
Money market7,640,798  9,033,669  
Brokered CDs52,725
 42,443
Brokered CDs5,964  192,234  
Other time1,553,402
 1,520,359
Other time2,616,839  2,623,167  
Total deposits$21,888,448
 $21,007,665
Total deposits$23,779,064  $24,897,393  
Time deposits of $100,000 or more were $571 million$1.3 billion and $466 million at$1.4 billion for December 31, 20162019 and 2015,2018, respectively. Time deposits of $250,000 or more were $235$861 million and $127$924 million at December 31, 20162019 and 2015,2018, respectively.
102



Aggregate annual maturities of all time deposits at December 31, 2016,2019, are as follows.follows:
Maturities During Year Ending December 31,($ in Thousands)
2020$1,947,004  
2021477,780  
202297,141  
202355,028  
202445,510  
Thereafter340  
Total$2,622,803  

Maturities During Year Ending December 31,($ in Thousands)
2017$932,179
2018276,642
2019185,465
2020131,820
202176,740
Thereafter3,281
Total$1,606,127
Note 8 Short-Term9 Short- and Long-Term Funding
The following table presents the components of short-term funding (funding with original contractual maturities of one year or less) at December 31 were as follows., long-term funding (funding with original contractual maturities greater than one year), and FHLB advances (funding based on original contractual maturities):
($ in Thousands)December 31, 2019December 31, 2018
Short-Term Funding
Federal funds purchased$362,000  $19,710  
Securities sold under agreements to repurchase71,097  91,941  
Federal funds purchased and securities sold under agreements to repurchase433,097  111,651  
Commercial paper32,016  45,423  
Total short-term funding$465,113  $157,074  
Long-Term Funding
Corporation senior notes, at par, due 2019$—  $250,000  
Bank senior notes, at par, due 2021300,000  300,000  
Corporation subordinated notes, at par, due 2025250,000  250,000  
Finance leases2,209  —  
Capitalized costs(2,866) (4,389) 
Total long-term funding549,343  795,611  
Total short and long-term funding, excluding FHLB advances$1,014,456  $952,685  
FHLB Advances
Short-term FHLB advances$520,000  $900,000  
Long-term FHLB advances2,660,967  2,674,371  
Total FHLB advances$3,180,967  $3,574,371  
Total short and long-term funding$4,195,422  $4,527,056  
 2016 2015
 ($ in Thousands)
Federal funds purchased$208,150
 $47,870
Securities sold under agreements to repurchase300,197
 383,568
Federal funds purchased and securities sold under agreements to repurchase508,347
 431,438
FHLB advances482,000
 335,000
Commercial paper101,688
 67,978
Other short-term funding583,688
 402,978
Total short-term funding$1,092,035
 $834,416

Securities sold under agreementsSold Under Agreement to repurchase ("repurchase agreements")Repurchase
The Corporation enters into agreements under which it sells securities subject to an obligation to repurchase the same or similar securities. Under these arrangements, the Corporation may transfer legal control over the assets but still retain effective control through an agreement that both entitles and obligates the Corporation to repurchase


the assets. The obligation to repurchase the securities is reflected as a liability on the Corporation’s consolidated balance sheets, while the securities underlying the repurchase agreements remain in the respective investment securities asset accounts (i.e., there is no offsetting or netting of the investment securities assets with the repurchase agreement liabilities). See Note 15 for additional disclosures on balance sheet offsetting.


The Corporation utilizes securities sold under agreements to repurchase to facilitate the needs of its customers. As of December 31, 2016,2019, the Corporation pledged agency mortgage-related securities with a fair value of $381$153 million as collateral for the repurchase agreements. Securities pledged as collateral under repurchase agreements are maintained with the Corporation's safekeeping agents and are monitored on a daily basis due to the market risk of fair value changes in the underlying securities. The Corporation generally pledges excess securities to ensure there is sufficient collateral to satisfy short-term fluctuations in both the repurchase agreement balances and the fair value of the underlying securities.
103



The remaining contractual maturity of the securities sold under agreements to repurchase inon the consolidated balance sheets as of December 31, 2019 and December 31, 2018 are presented in the following table.table:
Remaining Contractual Maturity of the Agreements
($ in Thousands)Overnight and ContinuousUp to 30 days30-90 daysGreater than 90 daysTotal
December 31, 2019
Repurchase agreements
     Agency mortgage-related securities$71,097  $—  $—  $—  $71,097  
Total$71,097  $—  $—  $—  $71,097  
December 31, 2018
Repurchase agreements
     Agency mortgage-related securities$91,941  $—  $—  $—  $91,941  
Total$91,941  $—  $—  $—  $91,941  
 Remaining Contractual Maturity of the Agreements
 Overnight and ContinuousUp to 30 days30-90 daysGreater than 90 daysTotal
 ($ in Thousands)
December 31, 2016     
Repurchase agreements     
     Agency mortgage-related securities$300,197
$
$
$
$300,197
Total$300,197
$
$
$
$300,197
December 31, 2015     
Repurchase agreements     
     Agency mortgage-related securities$383,568
$
$
$
$383,568
Total$383,568
$
$
$
$383,568

Note 9 Long-Term Funding
The components of long-term funding (funding with original contractual maturities greater than one year) at December 31 were as follows.Senior Notes
 2016 2015
 ($ in Thousands)
FHLB advances$2,265,188
 $1,750,225
Senior notes, at par250,000
 680,000
Subordinated notes, at par250,000
 250,000
Other long-term funding and capitalized costs(3,393) (4,061)
Total long-term funding$2,761,795
 $2,676,164
FHLB advances:  At December 31, 2016,In August 2018, the long-term FHLB advances had maturity dates primarily ranging from 2018 through 2019, and had an average interest rate of 0.50%, compared to 0.23% at December 31, 2015. The majority of FHLB advances are indexed to the FHLB discount note and re-price at varying intervals. The advances offer flexible, low cost, long-term funding that improves the Corporation’s liquidity profile.
2011 Senior Notes:  In March 2011, the CorporationBank issued $300 million of senior notes, due March 2016,August 2021, and callable February 2016, withJuly 2021. The senior notes have a 5.125% fixed coupon interest rate of 3.50% and were issued at a discount. In September 2011, the Corporation “re-opened” the offering and issued an additional $130 million of the same notes at a premium. All of the 2011 senior notes were redeemed in February 2016 at par.


2014 Senior Notes:In November 2014, the Corporation issued $250 million of senior notes, due November 2019, and callable October 2019. The senior notes havehad a fixed coupon interest rate of 2.75% and were issued at a discount. On October 15, 2019, these notes were redeemed in full.
2014 Subordinated Notes:Notes
In November 2014, the Corporation issued $250 million of 10-year subordinated notes, due January 2025, and callable October 2024. The subordinated notes have a fixed coupon interest rate of 4.25% and were issued at a discount.
Finance Leases
The Corporation entered into a 40-year land lease, maturing August 2059, with an option to purchase in August 2022. The finance lease has a fixed interest rate of 3.99%.
FHLB Advances
At December 31, 2019, the Corporation had $3.2 billion of FHLB advances, down $393 million from December 31, 2018.
As of December 31, 2019, the Corporation had $1.5 billion of putable FHLB advances with a one-time option where the FHLB can call the advance prior to the contractual maturity. The contractual weighted average life to the put date of these advances was 0.27 years, with each of the options set to expire in 2020. The weighted average life to contractual maturity on these advances was 5.66 years, with those dates ranging from 2023 through 2028. As of December 31, 2019, due to the lower rate environment, it is probable that none of these advances will be called by the FHLB and will extend to their final maturities.
Under agreements with the Federal Home Loan Bank of Chicago, FHLB advances (short-term and long-term) are secured by qualifying mortgages of the subsidiary bank (such as residential mortgage, residential mortgage loans held for sale, home equity, and commercial real estate) and by specific investment securities for certain FHLB advances.. At December 31, 2016,2019, the Corporation had $6$9.6 billion of total collateral capacity, primarily supported by residential mortgage and home equity loans. Total short-term and long-term
104



The original contractual maturity or next put date of the Corporation's FHLB advances outstanding atas of December 31, 2016, was $2.7 billion.2019 and December 31, 2018 are presented in the following table:
December 31, 2019December 31, 2018
($ in Thousands)AmountWeighted Average Contractual Coupon RateAmountWeighted Average Contractual Coupon Rate
Maturity or put date 1 year or less$2,055,056  2.19 %$2,262,584  2.06 %
After 1 but within 214,099  2.95 %1,285,039  2.39 %
After 2 but within 3504,154  2.12 %14,393  2.98 %
After 3 years607,657  2.29 %12,354  4.55 %
FHLB advances and overall rate$3,180,967  2.20 %$3,574,371  2.19 %
The table below summarizes the maturities of the Corporation’s long-term funding, including long-term FHLB advances, at December 31, 2016.2019:
Year($ in Thousands)
2020$85,095  
2021312,700  
2022504,193  
2023202,572  
2024250,673  
Thereafter1,855,075  
Total long-term funding$3,210,310  
Year($ in Thousands)
2017$5
20181,865,000
2019498,939
2020164
2021150,000
Thereafter247,687
Total long-term funding$2,761,795
Note 10 Stockholders' Equity
Preferred Equity:  In September 2011, the Corporation issued 2,600,000 depositary shares, each representing a 1/40th interest in a share of the Corporation’s 8.00% Non-Cumulative Perpetual Preferred Stock, Series B, liquidation preference $1,000 per share (the “Series B Preferred Stock”). Dividends on the Series B Preferred Stock were payable quarterly in arrears only when, as and if declared by the Board of Directors at a rate per annum equal to 8.00%. Shares of the Series B Preferred Stock had priority over the Corporation’s common stock with regard to the payment of dividends and distributions upon liquidation, dissolution or winding up. As such, the Corporation could not pay dividends on or repurchase, redeem, or otherwise acquire for consideration shares of its common stock unless dividends for the Series B Preferred Stock had been declared for that period, and sufficient funds had been set aside to make payment. The Series B Preferred Stock was redeemable by the Corporation at its option (i) either in whole or in part, from time to time, on any dividend payment date on or after the dividend payment date occurring on September 15, 2016, or (ii) in whole but not in part, at any time within 90 days following certain regulatory capital treatment events, in each case at a redemption price of $1,000 per share (equivalent to $25 per depositary share), plus any applicable dividends. Except in certain limited circumstances, the Series B Preferred Stock did not have any voting rights.
On July 23, 2013, the Board of Directors authorized the purchase of up to $10 million of the Corporation’s Series B Preferred Stock. During 2015, the Corporation repurchased approximately 50,000 depositary shares for $1 million. On September 15, 2016, the Corporation redeemed all remaining depositary shares for $59 million.
Equity:In June 2015, the Corporation issued 2,600,0002.6 million depositary shares, each representing a 1/40th interest in a share of the Corporation’s 6.125% Non-Cumulative Perpetual Preferred Stock, Series C, liquidation preference $1,000 per share (the “Series C Preferred Stock”).share. Dividends on the Series C Preferred Stock are payable quarterly in arrears only when, as and if declared by the Board of Directors at a rate per annum equal to 6.125%. Shares of the Series C Preferred Stock have priority over the Corporation’s common stock with regard to the payment of dividends and distributions upon liquidation, dissolution or winding up. As such, the Corporation may not pay dividends on or repurchase, redeem, or otherwise acquire for consideration shares of its common stock unless dividends for the


Series C Preferred Stock have been declared for that period, and sufficient funds have been set aside to make payment. The Series C Preferred Stock may be redeemed by the Corporation at its option (i) either in whole or in part, from time to time, on any dividend payment date on or after the dividend payment date occurring on June 15, 2020, or (ii) in whole but not in part, at any time within 90 days following certain regulatory capital treatment events, in each case at a redemption price of $1,000 per share (equivalent to $25 per depositary share), plus any applicable dividends. Except in certain limited circumstances, the Series C Preferred Stock does not have any voting rights.
On August 28, 2015, the Board of Directors authorized the repurchase of up to $10 million of depositary shares of the Corporation's Series C Preferred Stock. The Corporation has not repurchased any of the Series C Preferred Stock under this authorization. As of December 31, 2016,2019, $10 million remained available under this repurchase authorization.
In September 2016, the Corporation issued 4,000,0004.0 million depositary shares, each representing a 1/40th interest in a share of the Corporation’s 5.375% Non-Cumulative Perpetual Preferred Stock, Series D, liquidation preference $1,000 per share (the “Series D Preferred Stock”).share. Dividends on the Series D Preferred Stock are payable quarterly in arrears only when, as and if declared by the Board of Directors at a rate per annum equal to 5.375%. Shares of the Series D Preferred Stock have priority over the Corporation’s common stock with regard to the payment of dividends and distributions upon liquidation, dissolution or winding up. As such, the Corporation may not pay dividends on or repurchase, redeem, or otherwise acquire for consideration shares of its common stock unless dividends for the Series D Preferred Stock have been declared for that period, and sufficient funds have been set aside to make payment. The Series D Preferred Stock may be redeemed by the Corporation at its option (i) either in whole or in part, from time to time, on any dividend payment date on or after the dividend payment date occurring on September 15, 2021, or (ii) in whole but not in part, at any time within 90 days following certain regulatory capital treatment events, in each case at a redemption price of $1,000 per share (equivalent to $25 per depositary share), plus any applicable dividends. Except in certain limited circumstances, the Series D Preferred Stock does not have any voting rights.
Common Stock Warrants:On July 25, 2017, the Board of Directors authorized the repurchase of up to $15 million of depositary shares of the Corporation's Series D Preferred Stock. As of December 31, 2019, $14 million remained available under this repurchase authorization.
105



In November 2008, under the Capital Purchase Program,September 2018, the Corporation issued 4.0 million depositary shares, each representing a 10-year warrant1/40th interest in a share of the Corporation’s 5.875% Non-Cumulative Perpetual Preferred Stock, Series E, liquidation preference $1,000 per share. Dividends on the Series E Preferred Stock are payable quarterly in arrears only when, as and if declared by the Board of Directors at a rate per annum equal to purchase approximately 4 million5.875%. Shares of the Series E Preferred Stock have priority over the Corporation’s common stock with regard to the payment of dividends and distributions upon liquidation, dissolution or winding up. As such, the Corporation may not pay dividends on or repurchase, redeem, or otherwise acquire for consideration shares of its common stock.stock unless dividends for the Series E Preferred Stock have been declared for that period, and sufficient funds have been set aside to make payment. The CommonSeries E Preferred Stock Warrants have a term of 10 years and are exercisablemay be redeemed by the Corporation at any time,its option (i) either in whole or in part, from time to time, on any dividend payment date on or after the dividend payment date occurring on December 15, 2023, or (ii) in whole but not in part, at an exerciseany time within 90 days following certain regulatory capital treatment events, in each case at a redemption price of $19.77$1,000 per share (subject(equivalent to $25 per depositary share), plus any applicable dividends. Except in certain anti-dilution adjustments). On December 6, 2011,limited circumstances, the U.S. Department of Treasury closed an underwritten secondary public offering of the warrants, each representing the right to purchase one share of common stock, par value $0.01 per share, of the Corporation. The public offering price and the allocation of the warrants in the secondary public warrant offering by the U.S. Treasury were determined by an auction process and the Corporation received no proceeds from the public offering.Series E Preferred Stock does not have any voting rights.
Subsidiary Equity: At December 31, 2016,2019, subsidiary equity equaled $3.2$3.9 billion. See Note 19 for additional information on regulatory requirements for the Bank.
Common Stock Repurchases:  TheRepurchases: In 2019, the Board of Directors authorizedapproved additional authorizations for the repurchase of up to $250 million of the Corporation’s common stock during 2015.stock. During 2016,the year, the Corporation repurchased 18.2 million shares for $20$177 million (or an average cost per common share of $17.10), all$21.62).

During 2018, the Board of which were returnedDirectors authorized the repurchase of up to authorized but unissued shares. During$300 million of the Corporation’s common stock. Under 2018 authorizations, and the remaining $51 million available under the 2015 authorization, the Corporation repurchased 59.5 million shares for $93 $240 million (or an average cost per common share of $18.73) all of which were returned to authorized but unissued shares. $25.29).
The Corporation also repurchased shares forin satisfaction of minimum tax withholding obligations in connection with settlements onof equity compensation totaling approximately $5$9 million (293,000 (397,969 shares at an average cost per common share of $17.30)$21.59) during 20162019 compared to repurchases of shares for minimum tax withholding settlements on equity compensation totaling approximately $5$7 million (285,000 (292,070 shares at an average cost per common share of $17.87) for 2015. $24.47) during 2018.
As of December 31, 2016,2019, approximately $88$184 million remained available to repurchase shares of common stock under previously approved Board of Director authorizations. The repurchase of shares will be based on market and investment opportunities, capital levels, growth prospects, and any necessary regulatory approvals and other regulatory constraints. Such repurchases may occur from time to time in open market purchases, block transactions, private transactions, accelerated share repurchase programs, or similar facilities.


Other Comprehensive Income (Loss): See the Consolidated Statements of Comprehensive Income for a summary of activity in other comprehensive income (loss) and see Note 22 for a summary of the components of accumulated other comprehensive income (loss).

Note 11 Stock-Based Compensation
Stock-Based Compensation Plan:Plan
In March 2013,February 2017, the Board of Directors, with subsequent approval of the Corporation’s shareholders, approved the adoption of the 2017 Incentive Compensation Plan. All remaining shares available for grant under the 2013 Incentive Compensation Plan (“2013 Plan”).were rolled into the 2017 Plan. As of December 31, 2016,2019, approximately 77.6 million shares remained available for grant under the 20132017 Plan.
Under the 20132017 Plan, options are generally exercisable up to 10ten years from the date of grant, have an exercise price that is equal to the closing price of the Corporation’s stock on the grant date, and vest ratably over four years.
The Corporation also issues restricted common stock and restricted common stock units to certain key employees (collectively referred to as “restricted stock awards”)awards under the 20132017 Plan. The shares of restricted stock are restricted as to transfer, but are not restricted as to dividend payment or voting rights. Restricted stock units receive dividend equivalents but do not have voting rights. The transfer restrictions lapse over three years or four years, depending upon whether the awards are performance-based or service-based. Performance-based awards are based on earnings per share performance goals, relative total shareholder return, and continued employment or meeting the requirements for retirement and service-based awards are contingent upon continued employment or meeting the requirements for retirement. Performance-based restricted stock awards vest over thea performance period of three year performance periodyears and service-based restricted stock awards vest ratably over four years.
106



The 20132017 Plan provides that restricted stock awards and stock options will immediately become fully vested upon retirement from the Corporation of those colleagues whose retirement meets the early retirement or normal retirement definitions under the plan (“retirement eligible colleagues”).colleagues. See Note 1 for the Corporation’s accounting policy for stock based compensation.
Accounting for Stock-Based Compensation:Compensation
The fair value of stock options granted is estimated on the date of grant using a Black-Scholes option pricing model, while the fair value of restricted stock awards is their fair market value on the date of grant. The fair values of stock options and restricted stock awards are amortized as compensation expense on a straight-line basis over the vesting period of the grants. For retirement eligible colleagues, expenses related to stock options and restricted stock awards are fully recognized on the date the colleague meets the definition of normal or early retirement. Compensation expense recognized is included in personnel expense on the consolidated statements of income.
Performance awards are based on performance goals of earnings per share and total shareholder return with vesting ranging from a minimum of 0% to a maximum of 150% of the target award. Performance awards are valued utilizing a Monte Carlo simulation model to estimate fair value of the awards at the grant date.
Assumptions are used in estimating the fair value of stock options granted. The weighted average expected life of the stock option represents the period of time that stock options are expected to be outstanding and is estimated using historical data of stock option exercises and forfeitures. The risk-free interest rate is based on the U.S. Treasury yield curve in effect at the time of grant. The expected volatility is based on the implied volatility of the Corporation’s stock. The following assumptions were used in estimating the fair value for options granted in 2016, 20152019, 2018, and 2014.2017:
2016 2015 2014201920182017
Dividend yield2.50% 2.00% 2.00%Dividend yield3.30 %2.50 %2.00 %
Risk-free interest rate2.00% 2.00% 2.00%Risk-free interest rate2.60 %2.60 %2.00 %
Weighted average expected volatility25.00% 20.00% 20.00%Weighted average expected volatility24.00 %22.00 %25.00 %
Weighted average expected life5.5 years
 6 years
 6 years
Weighted average expected life5.75 years5.5 years
Weighted average per share fair value of options$3.36 $3.08 $3.00Weighted average per share fair value of options$4.00$4.47$5.30
A summary of the Corporation’s stock option activity for the year ended December 31, 20162019 is presented below.below:
Stock Options
Shares(a)
Weighted Average
Exercise Price
Weighted Average
Remaining
Contractual Term
Aggregate
Intrinsic Value 
($ in thousands)
Outstanding at December 31, 20185,281  $19.09  6.18 years$12,392  
Granted1,050  22.77  
Exercised(674) 15.75  
Forfeited or expired(114) 22.42  
Outstanding at December 31, 20195,543  $20.13  6.25 years$16,043  
Options exercisable at December 31, 20193,360  $18.22  4.95 years$14,980  
Stock OptionsShares
Weighted Average
Exercise Price
Weighted Average
Remaining
Contractual Term
Aggregate
Intrinsic
Value (000s)
Outstanding at December 31, 20156,629,143
$17.22
6.24$18,730
Granted1,302,298
17.45
  
Exercised(1,389,146)14.81
  
Forfeited or expired(184,452)21.62
  
Outstanding at December 31, 20166,357,843
$17.67
6.10$47,902
Options Exercisable at December 31, 20163,632,749
$17.85
4.45$28,109
The following table summarizes information about the Corporation’s nonvested stock option activity for the year ended December 31, 2016.
Nonvested Stock OptionsSharesWeighted Average
Grant Date Fair Value
Nonvested at December 31, 20152,438,898
$3.15
Granted1,302,298
3.36
Vested(909,361)3.27
Forfeited(106,741)3.39
Nonvested at December 31, 20162,725,094
$3.21
(a) In thousands
Intrinsic value represents the amount by which the fair market value of the underlying stock exceeds the exercise price of the stock option. For the years ended December 31, 2016, 2015,2019, 2018, and 20142017 the intrinsic value of stock options exercised was $9$4 million, $7$10 million, and $4$13 million, respectively. The total fair value of stock options that vested was $3 million $6for the year ended December 31, 2019 and $4 million and $7 million, respectively, for both of the years ended December 31, 2016, 2015,2018 and 2014. 2017.
For the years ended December 31, 2016, 2015,2019, 2018, and 2014,2017, the Corporation recognized compensation expense of $4 million $4 million, and $6 million respectively,for each of the three years, for the vesting of stock options. Included in compensation expense for 20162019 was approximately $940,000$1 million of expense for the accelerated vesting of stock options granted to retirement eligible colleagues. At December 31, 2016,2019, the Corporation had $5$4 million of unrecognized compensation expense related to stock options that is expected to be recognized over the remaining requisite service periods that extend predominantly through the fourthfirst quarter 2019.2023.
107



The following table summarizes information about the Corporation’s restricted stock activity for the year ended December 31, 2016.2019:
Restricted Stock
Shares(a)
Weighted Average
Grant Date Fair Value
Outstanding at December 31, 20181,993  $21.92  
Granted1,180  22.20  
Vested(710) 20.61  
Forfeited(69) 23.84  
Outstanding at December 31, 20192,393  $22.39  
Restricted StockShares 
Weighted Average
Grant Date Fair Value
Outstanding at December 31, 20152,250,028
 $17.03
Granted1,095,596
 17.58
Vested(864,617) 16.62
Forfeited(103,627) 17.59
Outstanding at December 31, 20162,377,380
 $17.40
(a) In thousands
The Corporation amortizes the expense related to restricted stock awards as compensation expense over the vesting period specified in the grant. Expense for restricted stock awards of approximately $18 million, $15 million, and $10$21 million was recorded for the yearsyear ended December 31, 2016, 2015,2019, $13 million for the year ended December 31, 2018 and 2014, respectively.$18 million for the year ended December 31, 2017. Included in compensation expense for 20162019 was approximately $3$4 million of expense for the accelerated vesting of restricted stock awards granted to retirement eligible colleagues. The Corporation had $20 million of unrecognized


compensation costs related to restricted stock awards at December 31, 2016,2019, that is expected to be recognized over the remaining requisite service periods that extend predominantly through fourthfirst quarter 2019.
2023. The Corporation has the ability to issue shares from treasury or new shares upon the exercise of stock options or the granting of restricted stock awards.

As described in Note 10, of the notes to consolidated financial statements, the Board of Directors has authorized management to repurchase shares of the Corporation’s common stock each quarter in the market, to be made available for issuance in connection with the Corporation’s employee incentive plans and for other corporate purposes. The repurchase of shares will be based on market and investment opportunities, capital levels, growth prospects, and the receipt of any necessary regulatory constraints.approvals. Such repurchases may occur from time to time in open market purchases, block transactions, private transactions, accelerated share repurchase programs, or similar facilities.
Note 12 Retirement PlanPlans
The Corporation has a noncontributory defined benefit retirement plan, (the Retirement Account Plan (“RAP”))the RAP, covering substantially all full-time employees.employees who meet participation requirements. The benefits are based primarily on years of service and the employee’s compensation paid. Employees of acquired entities generally participate in the RAP after consummation of the business combinations. Any retirement plans of acquired entities are typically merged into the RAP after completion of the mergers, and credit is usually given to employees for years of service at the acquired institution for vesting and eligibility purposes.
The Corporation also providedprovides legacy healthcare access for eligibleto a limited group of retired employees from a previous acquisition in itsthe Postretirement Plan. There are no other active retiree healthcare plans.
Bank Mutual was acquired on February 1, 2018. The Bank Mutual Pension Plan (the “Postretirement Plan”). Thewas merged into the RAP on December 31, 2018. Bank Mutual's Postretirement Plan was frozenmerged into the Corporation's Postretirement Plan during 2016.the first quarter of 2018. The Corporation has no plan assets attributablereported figures in 2018 for both the RAP and Postretirement Plan only include 11 months of Bank Mutual expense due to the Postretirement Plan. timing of the Bank Mutual acquisition.
The Corporation reservesHuntington branch acquisition closed on June 14, 2019, and the rightemployees gained as a result of the transaction became eligible to make changes toparticipate in the Postretirement Plan at any time.RAP on the same date, with their vesting service credit based on their prior hours of service with Huntington. See Note 2 for additional information on the Huntington branch acquisition.
108



The funded status and amounts recognized in the 20162019 and 20152018 consolidated balance sheets, as measured on December 31, 20162019 and 2015,2018, respectively, for the Retirement AccountRAP and Postretirement PlansPlan were as follows.follows:
 RAPPostretirement
Plan
RAPBank Mutual PensionPostretirement
Plan
($ in Thousands)20192019201820182018
Change in Fair Value of Plan Assets
Fair value of plan assets at beginning of year$390,564  $—  $331,609  N/A  $—  
Fair value of Bank Mutual plan assets at February 1, 2018N/A  —  N/A  59,445  —  
Actual return on plan assets67,377  —  (14,609) (1,665) —  
Employer contributions—  270  4,340  37,537  292  
Gross benefits paid(15,907) (270) (10,582) (15,513) (292) 
Bank Mutual plan assets transferred at December 31, 2018N/A  —  79,805  (79,805) —  
Fair value of plan assets at end of year(a)
$442,034  $—  $390,564  $—  $—  
Change in Benefit Obligation
Net benefit obligation at beginning of year$233,658  $2,523  $186,423  N/A  $2,478  
Net Bank Mutual benefit obligation at February 1, 2018N/A  —  N/A  66,364  576  
Service cost7,263  —  7,540  —  —  
Interest cost9,752  104  6,727  2,398  108  
Actuarial (gain) loss25,810  188  (8,000) (1,701) (347) 
Gross benefits paid(15,907) (270) (10,582) (2,644) (292) 
Lump sums paid—  —  —  (12,868) —  
Bank Mutual benefit obligations transferred at December 31, 2018N/A  —  $51,549  (51,549) —  
Net benefit obligation at end of year(a)
$260,576  $2,545  $233,658  $—  $2,523  
Funded (unfunded) status$181,458  $(2,545) $156,906  $—  $(2,523) 
Noncurrent assets$181,458  $—  $156,906  $—  $—  
Current liabilities—  (214) —  —  (219) 
Noncurrent liabilities—  (2,330) —  —  (2,304) 
Asset (Liability) Recognized on the Consolidated Balance Sheets$181,458  $(2,545) $156,906  $—  $(2,523) 
 
Retirement Account
Plan
Postretirement
Plan
Retirement Account
Plan
Postretirement
Plan
 2016201620152015
 ($ in Thousands)
Change in Fair Value of Plan Assets    
Fair value of plan assets at beginning of year$289,599
$
$303,496
$
Actual return on plan assets17,097

495

Employer contributions
248

264
Gross benefits paid(10,978)(248)(14,392)(264)
Fair value of plan assets at end of year*$295,718
$
$289,599
$
Change in Benefit Obligation    
Net benefit obligation at beginning of year$171,783
$3,436
$171,333
$3,578
Service cost6,780

11,257

Interest cost7,121
142
6,617
141
Plan amendments(823)(936)

Actuarial (gain) loss2,942
9
(3,032)(19)
Gross benefits paid(10,978)(248)(14,392)(264)
Net benefit obligation at end of year*$176,825
$2,403
$171,783
$3,436
Funded (unfunded) status$118,893
$(2,403)$117,816
$(3,436)
Noncurrent assets118,893

117,816

Current liabilities
(215)
(274)
Noncurrent liabilities
(2,188)
(3,162)
Asset (Liability) Recognized in the Consolidated Balance Sheets$118,893
$(2,403)$117,816
$(3,436)
*The fair value of the plan assets represented 167% and 169% of the net benefit obligation of the pension plan at December 31, 2016 and 2015,(a) The fair value of the plan assets represented 170% and 167% of the net benefit obligation of the pension plan at December 31, 2019 and 2018, respectively.


Amounts recognized in accumulated other comprehensive (income) loss, net of tax, as of December 31, 20162019 and 2015 follow.2018 follow:
RAPPostretirement
Plan
RAPPostretirement
Plan
Retirement Account
Plan
Postretirement
Plan
Retirement Account
Plan
Postretirement
Plan
20162015
($ in Thousands)
($ in Thousands)($ in Thousands)20192018
Prior service cost$(342)$(580)$122
$
Prior service cost$(249) $(533) $(303) $(588) 
Net actuarial loss35,443
79
32,879
73
Net actuarial loss37,075  126  50,238  (17) 
Amount not yet recognized in net periodic benefit cost, but recognized in accumulated other comprehensive loss$35,101
$(501)$33,001
$73
Amount not yet recognized in net periodic benefit cost, but recognized in accumulated other comprehensive (income) lossAmount not yet recognized in net periodic benefit cost, but recognized in accumulated other comprehensive (income) loss$36,827  $(406) $49,935  $(605) 
Other changes in plan assets and benefit obligations recognized in other comprehensive income (loss) (“OCI”),OCI, net of tax, in 20162019 and 20152018 were as follows.follows:
RAPPostretirement
Plan
RAPPostretirement
Plan
($ in Thousands)2019201920182018
Net actuarial gain (loss)$17,235  $(188) $(28,959) $347  
Amortization of prior service cost(73) (75) (73) (75) 
Amortization of actuarial loss (gain)480  (4) 2,195   
Adjustment for adoption of ASU 2018-02—  —  (5,235) —  
Income tax (expense) benefit(4,532) 67  6,838  (71) 
Total Recognized in OCI$13,109  $(200) $(25,234) $209  
109



 Retirement Account
Plan
 Postretirement
Plan
 Retirement Account
Plan
 Postretirement
Plan
 2016 2016 2015 2015
 ($ in Thousands)
Net gain (loss)$(6,132) $(9) $(17,911) $19
Amortization of prior service cost(73) 
 50
 
Amortization of actuarial gain2,115
 
 2,256
 
Plan amendments823
 936
 
 
Income tax (expense) benefit1,168
 (353) 5,880
 (7)
Total Recognized in OCI$(2,099) $574
 $(9,725) $12
The components of net pension cost for the RAP for 2019, 2018, and 2017 were as follows:
($ in Thousands)201920182017
Service cost$7,263  $7,540  $6,955  
Interest cost9,752  9,125  7,121  
Expected return on plan assets(24,332) (23,195) (19,646) 
Amortization of prior service cost(73) (73) (73) 
Amortization of actuarial loss (gain)480  2,195  2,278  
Recognized settlement loss (gain)—  809  —  
Total net periodic pension cost$(6,910) $(3,600) $(3,365) 
The components of net periodic benefit cost for the Retirement AccountPostretirement Plan for 2019, 2018, and Postretirement Plans for 2016, 2015, and 20142017 were as follows.follows:
($ in Thousands)201920182017
Interest cost$104  $108  $101  
Amortization of prior service cost(75) (75) (75) 
Amortization of actuarial loss (gain)(4)   
Total net periodic benefit cost$25  $41  $30  
 Retirement Account
Plan
Postretirement
Plan
Retirement Account
Plan
Postretirement
Plan
Retirement Account
Plan
Postretirement
Plan
 201620162015201520142014
   ($ in Thousands)  
Service cost$6,780
$
$11,257
$
$11,058
$
Interest cost7,121
142
6,617
141
7,132
150
Expected return on plan assets(20,287)
(21,438)
(19,922)
Amortization of:      
Prior service cost(73)
50

58

Actuarial (gain) loss2,115

2,256

1,384
(35)
Total net pension cost$(4,344)$142
$(1,258)$141
$(290)$115
The components of net periodic pension cost and net periodic benefit cost, other than the service cost component, are included in the line item other of noninterest expense on the consolidated statements of income. The service cost components are included in personnel on the consolidated statements of income.
As of December 31, 2016,2019, the estimated actuarial losses and prior service cost that will be amortized during 20172020 from accumulated other comprehensive income into net periodic benefitpension cost for the Retirement Account Plan includeRAP includes expense of $2$3 million for actuarial losses and income of $0.1 millionapproximately $75,000 for the prior service cost. For the Postretirement Plan, the estimated actuarial losses and prior service cost that will be amortized during 20172020 from accumulated other comprehensive income into net periodic net benefit cost wasincludes income of $0.1 million.approximately $75,000 for the prior service cost while 0 actuarial gains or losses are expected.

RAPPostretirement
Plan
RAPPostretirement
Plan
2019201920182018
Weighted average assumptions used to determine benefit obligations
Discount rate3.20 %3.20 %4.30 %4.30 %
Rate of increase in compensation levels2.00 %N/A3.00 %N/A
Weighted average assumptions used to determine net periodic benefit costs
Discount rate(a)
4.30 %4.30 %3.77 %3.77 %
Rate of increase in compensation levels3.00 %N/A3.00 %N/A
Expected long-term rate of return on plan assets(b)
6.00 %N/A5.93 %N/A

(a) Weighted average of the 2018 fiscal year discount rate assumption for the RAP was 3.70% and the Bank Mutual Pension Plan was 4.00%
 Retirement Account Plan
Postretirement
 Plan
Retirement Account Plan
Postretirement
Plan
 2016201620152015
Weighted average assumptions used to determine benefit obligations:    
Discount rate4.10%4.10%4.30%4.30%
Rate of increase in compensation levels4.00%NA
4.00%NA
Weighted average assumptions used to determine net periodic benefit costs:    
Discount rate4.30%4.30%4.00%4.00%
Rate of increase in compensation levels4.00%NA
4.00%NA
Expected long-term rate of return on plan assets7.00%NA
7.50%NA
The overall(b) Weighted average of the 2018 fiscal year expected long-term rates of return on asset assumption for the Retirement AccountRAP was 6.00% and the Bank Mutual Pension Plan assets were 7.00% for 2016 and 7.50% for 2015, respectively. was 5.50%
The expected long-term (more than 20 years) rate of return was estimated using market benchmarks for equities and bonds applied to the Retirement Account Plan’sRAP’s anticipated asset allocations. The expected return on equities was computed utilizing a valuation framework, which projected future returns based on current equity valuations rather than historical returns. The actual raterates of return for the Retirement Account PlanRAP assets was 6.36%were 18.29% and 0.43%(3.69)% for 20162019 and 2015,2018, respectively.
110



The Retirement Account Plan’sRAP’s investments are exposed to various risks, such as interest rate, market, and credit risks. Due to the level of risks associated with certain investments and the level of uncertainty related to changes in the value of the investments, it is at least reasonably possible that changes in risks in the near term could materially affect the amounts reported. The investment objective for the Retirement Account PlanRAP is to maximize total return with a tolerance for average risk. The planRAP has a diversified portfolio designed to provide liquidity, current income, and growth of income and principal, with anticipated asset allocation ranges of: equity securities 50-70%50 to 70%, fixed incomefixed-income securities 30-50%30 to 50%, other cash equivalents 0-5%0 to 10%, and alternative securities 0-0 to 15%. Based on changes in economic and market conditions, the Corporation could be outside of the allocation ranges for brief periods of time. The asset allocation for the Retirement Account PlanRAP as of the December 31, 20162019 and 20152018 measurement dates, respectively, by asset category were as follows.follows:
Asset Category2016 2015Asset Category20192018
Equity securities60% 60%Equity securities51 %49 %
Fixed income securities39% 40%
Fixed-income securitiesFixed-income securities33 %34 %
Group annuity contractsGroup annuity contracts11 %12 %
Alternative securitiesAlternative securities%%
Other1% %Other%%
Total100% 100%Total100 %100 %
The Retirement Account PlanRAP assets include cash equivalents, such as money market accounts, mutual funds, and common / collective trust funds (which include investments in equity and bond securities)., and a group annuity contract. Money market accounts are stated at cost plus accrued interest, mutual funds are valued at quoted market prices, and investments in common / collective trust funds are valued at the amount at which units in the funds can be withdrawn. withdrawn, and the group annuity contract is valued at fair value by discounting the related cash flows based on current yields of similar instruments with comparable durations and considering the credit worthiness of the issuer. The group annuity contract was obtained as part of the Bank Mutual Pension Plan that was acquired on February 1, 2018 and merged into the RAP on December 31, 2018.
Based on these inputs, the following table summarizes the fair value of the Retirement Account Plan’sRAP’s investments as of December 31, 20162019 and 2015.2018:
  Fair Value Measurements Using
($ in Thousands)December 31, 2019Level 1Level 2Level 3
RAP Investments
Money market account$8,903  $8,903  $—  $—  
Common /collective trust funds155,964  155,964  —  —  
Mutual funds227,112  227,112  —  —  
Group annuity contracts50,055  —  —  50,055  
Total RAP Investments$442,034  $391,979  $—  $50,055  
 Fair Value Measurements Using
($ in Thousands)December 31, 2018Level 1Level 2Level 3
RAP Investments
Money market account$7,159  $7,159  $—  $—  
Common /collective trust funds138,020  138,020  —  —  
Mutual funds198,120  198,120  —  —  
Group annuity contracts47,265  —  —  47,265  
Total RAP Investments$390,564  $343,299  $—  $47,265  
The following presents a summary of the changes in the fair value of the RAP's Level 3 asset during the periods indicated. As noted above, the Corporation's Level 3 asset consists entirely of a group annuity contract issued by a life insurance company.
Fair Value Reconciliation of Level 3 RAP Investments2019
2018(a)
Fair value of group annuity contract at beginning of period$47,265  $49,191  
Return on plan assets5,495  565  
Benefits paid(2,704) (2,491) 
Fair value of group annuity contract at end of period$50,055  $47,265  
(a) Period begins on February 1, the date the Corporation acquired the group annuity contract from the Bank Mutual acquisition.
111

   Fair Value Measurements Using
 December 31, 2016 Level 1 Level 2 Level 3
 ($ in Thousands)
Retirement Account Plan Investments:       
Money market account$3,624
 $3,624
 $
 $
Common /collective trust funds126,741
 126,741
 
 
Mutual funds165,353
 165,353
 
 
Total Retirement Account Plan Investments$295,718
 $295,718
 $
 $
   Fair Value Measurements Using
 December 31, 2015 Level 1 Level 2 Level 3
 ($ in Thousands)
Retirement Account Plan Investments:       
Money market account$481
 $481
 $
 $
Common /collective trust funds120,136
 120,136
 
 
Mutual funds168,982
 168,982
 
 
Total Retirement Account Plan Investments$289,599
 $289,599
 $
 $



The Corporation’s funding policy is to pay at least the minimum amount required by the funding requirements of federal law and regulations, with consideration given to the maximum funding amounts allowed. The Corporation regularly reviews the funding of its Retirement Account Plan.

RAP. The projected benefit payments forCorporation did 0t make any contributions to the Retirement AccountRAP during 2019. The Corporation made contributions of $38 million to the Bank Mutual Pension Plan and Postretirement Plans at$4 million to the RAP during 2018, with the plans merging on December 31, 2016, reflecting expected future services, were as follows. 2018.
The projected benefit payments were calculated using the same assumptions as those used to calculate the benefit obligations listed above. The projected benefit payments for the RAP and Postretirement Plan at December 31, 2019, reflecting expected future services, were as follows:
 Retirement Account Plan 
Postretirement 
Plan
 ($ in Thousands)
Estimated future benefit payments:   
2017$14,829
 $215
201814,538
 199
201914,169
 179
202013,815
 177
202113,651
 174
2022-202671,433
 815
($ in Thousands)RAPPostretirement Plan
Estimated future benefit payments
2020$19,659  $218  
202119,755  213  
202220,729  208  
202320,392  202  
202420,710  196  
2025-202991,264  867  
The health care trend rate is an assumption as to how much the Postretirement Plan’s medical costs will increasechange each year in the future. There are no remaining participants under age 65 in the Postretirement Plan. The actual change in 2019 health care trend rate assumptionpremium rates for pre-65post-65 coverage is 8.0% for 2016, and 0.5%-0.25% lower in each succeeding year, towas an ultimate rateincrease of 5% for 2024 and future years.2.00%. The health care trend rate assumption for post-65 coverage is 7.5% for 2016, and 0.5%-0.25% loweran increase of 5.75% in 2020 with the rate of increase decreasing 0.25% in each succeeding year, to an ultimate rate of 5%5.00% for 2023 and future years.


A one percentage point change in the assumed health care cost trend rate would have the following effect.effect:
20192018
20162015
100 bp Increase100 bp Decrease100 bp Increase100 bp Decrease
($ in Thousands)
($ in Thousands)($ in Thousands)100 bp Increase100 bp Decrease100 bp Increase100 bp Decrease
Effect on total of service and interest cost$7
$(6)$15
$(13)Effect on total of service and interest cost$ $(6) $ $(6) 
Effect on postretirement benefit obligation$173
$(149)$357
$(310)Effect on postretirement benefit obligation$170  $(148) $164  $(143) 
The Corporation also has a 401(k) and Employee Stock Ownership Plan (the “401(k) plan”). The Corporation’s contribution is determined by the Compensation and Benefits Committee of the Board of Directors. Total expenseexpenses related to contributions to the 401(k) plan waswere $16 million, $16 million, and $14 million $11 million,in 2019, 2018, and $10 million in 2016, 2015, and 2014,2017, respectively.

Note 13 Income Taxes
The current and deferred amounts of income tax expense (benefit) were as follows.follows:
 Years Ended December 31,
($ in Thousands)201920182017
Current
Federal$50,560  $20,246  $76,525  
State15,327  12,593  11,576  
Total current65,887  32,839  88,101  
Deferred
Federal14,094  34,941  19,755  
State(261) 12,006  1,647  
Total deferred13,833  46,947  21,402  
Total income tax expense$79,720  $79,786  $109,503  
112

 Years Ended December 31,
 2016 2015 2014
 ($ in Thousands)
Current:     
Federal$73,781
 $82,449
 $74,646
State2,885
 2,560
 1,000
Total current76,666
 85,009
 75,646
Deferred:     
Federal3,338
 (10,606) (805)
State7,318
 7,084
 10,695
Total deferred10,656
 (3,522) 9,890
Total income tax expense$87,322
 $81,487
 $85,536




Temporary differences between the amounts reported inon the financial statements and the tax bases of assets and liabilities resulted in deferred taxes. Deferred tax assets and liabilities at December 31, 2019 and 2018 were as follows.follows:
2016 2015
($ in Thousands)
Deferred tax assets:   
($ in Thousands)($ in Thousands)20192018
Deferred tax assetsDeferred tax assets
Allowance for loan losses$100,891
 $106,258
Allowance for loan losses$48,790  $61,143  
Allowance for other losses11,080
 10,906
Allowance for other losses7,236  8,304  
Accrued liabilities5,969
 6,802
Accrued liabilities4,005  3,736  
Deferred compensation33,169
 31,677
Deferred compensation28,018  24,754  
State net operating losses7,882
 14,154
Benefit of tax loss and credit carryforwardsBenefit of tax loss and credit carryforwards13,444  10,126  
Nonaccrual interest1,085
 1,901
Nonaccrual interest1,299  1,666  
Net unrealized losses on available-for-sale securities16,980
 219
Net unrealized losses on available-for-sale securities—  25,731  
Net unrealized losses on pension and postretirement benefits21,218
 20,404
Net unrealized losses on pension and postretirement benefits12,174  16,640  
Other8,128
 5,811
Other3,495  1,916  
Total deferred tax assets206,402
 198,132
Total deferred tax assets118,461  154,015  
Deferred tax liabilities:   
FHLB stock dividends
 2,165
Valuation allowance for deferred tax assetsValuation allowance for deferred tax assets(251) (251) 
Total deferred tax assets after valuation allowanceTotal deferred tax assets after valuation allowance$118,211  $153,764  
Deferred tax liabilitiesDeferred tax liabilities
Prepaid expenses70,943
 69,396
Prepaid expenses$62,227  $61,250  
Goodwill27,365
 25,770
Goodwill21,099  20,178  
Mortgage banking activities17,569
 15,704
Mortgage banking activities17,418  17,428  
Deferred loan fee income16,474
 17,770
Deferred loan fee income12,190  11,892  
State deferred taxes3,800
 6,366
State deferred taxes722  518  
Lease financing1,975
 3,042
Lease financing199  410  
Bank premises and equipment7,698
 7,491
Bank premises and equipment18,348  18,655  
Purchase accountingPurchase accounting13,738  12,414  
Deferred gains from equity securities and other investmentsDeferred gains from equity securities and other investments4,810  —  
Net unrealized gains on available-for-sale securitiesNet unrealized gains on available-for-sale securities1,139  —  
Other8,594
 9,062
Other1,156  684  
Total deferred tax liabilities154,418
 156,766
Total deferred tax liabilities$153,045  $143,429  
Net deferred tax assets$51,984
 $41,366
Net deferred tax assets (liabilities)Net deferred tax assets (liabilities)$(34,836) $10,335  
At December 31, 20162019 and 2015, there was noDecember 31, 2018, the valuation allowance for deferred tax assets. Management has determined that it is more likely than not that these assets could be realized through carry backof approximately $251,000 was related to taxable incomethe deferred tax benefit of specific federal tax loss carryforwards of $3 million from a 2017 acquisition. The changes in prior years, future reversals of existing taxable temporary differencesthe valuation allowance related to net operating losses for 2019 and future taxable income.  This conclusion is based on the Corporation's historical earnings, its current level of earnings and prospects for continued growth and profitability.2018 were as follows:

($ in Thousands)20192018
Valuation allowance for deferred tax assets, beginning of year$(251) $(269) 
(Increase) decrease in current year—  18  
Valuation allowance for deferred tax assets, end of year$(251) $(251) 
At December 31, 2016,2019, the Corporation had state net operating loss carryforwards of $100$106 million (of which $16$49 million was acquired from various acquisitions) that will begin expiring in 2032.2031. At December 31, 2019, the Corporation had state tax credit carryforwards of $5 million that will begin expiring in 2034.

113





The effective income tax rate differs from the statutory federal tax rate. The major reasons for this difference were as follows.follows:
201920182017
Federal income tax rate at statutory rate21.0 %21.0 %35.0 %
Increases (decreases) resulting from:
Tax-exempt interest and dividends(3.3)%(2.6)%(4.1)%
State income taxes (net of federal benefit)3.5 %3.7 %2.9 %
Bank owned life insurance(0.8)%(0.7)%(1.7)%
Tax effect of tax credits and benefits, net of related expenses(0.9)%(0.7)%(0.7)%
Tax reserve adjustments / settlements0.2 %1.5 %(1.2)%
Net tax benefit from stock-based compensation(0.2)%(0.5)%(1.3)%
Tax Act impact on deferred remeasurement— %— %3.5 %
Tax planning in response to the Tax Act— %(3.6)%— %
FDIC premium0.5 %0.9 %— %
Other(0.4)%0.3 %(0.1)%
Effective income tax rate19.6 %19.3 %32.3 %
 2016 2015 2014
Federal income tax rate at statutory rate35.0 % 35.0 % 35.0 %
Increases (decreases) resulting from:     
Tax-exempt interest and dividends(4.8)% (5.0)% (4.6)%
State income taxes (net of federal benefit)2.3 % 2.3 % 2.8 %
Bank owned life insurance(1.7)% (1.2)% (1.7)%
Tax effect of tax credits and benefits, net of related expenses(0.8)% (0.5)% (1.4)%
Tax reserve adjustments0.3 % (0.6)% 0.7 %
Other0.1 % 0.2 % 0.2 %
Effective income tax rate30.4 % 30.2 % 31.0 %

Savings banks acquired by the Corporation in 1997 and 2004 qualified under provisions of the Internal Revenue Code that permitted them to deduct from taxable income an allowance for bad debts that differed from the provision for such losses charged to income for financial reporting purposes. Accordingly, no provision for income taxes has been made for $100 million of retained income at December 31, 2016.2019. If income taxes had been provided, the deferred tax liability would have been approximately $40$25 million. Management does not expect this amount to become taxable in the future,future; therefore, no provision for income taxes has been made.
The Corporation and its subsidiaries file income tax returns in the U.S. federal jurisdiction and various state jurisdictions. The Corporation’s federal income tax returns are open and subject to examination from the 20132016 tax return year and forward. The years open to examination by state and local government authorities varies by jurisdiction.
A reconciliation of the beginning and ending amount of unrecognized tax benefits was as follows.follows:
2016 2015
($ in Millions)
($ in Millions)($ in Millions)20192018
Balance at beginning of year$9
 $9
Balance at beginning of year$ $ 
Subtractions for tax positions related to prior years
 (2)Subtractions for tax positions related to prior years—  —  
Subtractions for settlements with tax authoritiesSubtractions for settlements with tax authorities—  (3) 
Additions for tax positions related to current year1
 2
Additions for tax positions related to current year  
Balance at end of year$10
 $9
Balance at end of year$ $ 
At December 31, 20162019 and 2015,2018, the total amountamounts of unrecognized tax benefits that, if recognized, would affect the effective tax rate was $7were $2 million and $6$1 million, respectively.
The Corporation recognizes interest and penalties accrued related to unrecognized tax benefits in the income tax expense line ofon the consolidated statements of income. Interest and penalty expense (benefit) was $0 and $(1) million, as ofbenefits were negligible at December 31, 20162019 and 2015, respectively. At$1 million December 31, 2016 and 2015, accrued2018. Accrued interest and penalties was $2 million.were negligible at both December 31, 2019 and December 31, 2018. Management does not anticipate significant adjustments to the total amount of unrecognized tax benefits within the next twelve months.

Note 14 Derivative and Hedging Activities
The Corporation facilitates customer borrowing activity by providing variousis exposed to certain risk arising from both its business operations and economic conditions. The Corporation principally manages its exposures to a wide variety of business and operational risks through management of its core business activities. The Corporation manages economic risks, including interest rate, liquidity, and credit risk management, commodity hedging,primarily by managing the amount, sources, and foreign currency exchange solutions throughduration of its capital markets area. To date, allassets and liabilities and the use of derivative financial instruments. Specifically, the notional amounts of customer transactions have been matched with a mirror hedge with another counterparty. The Corporation has used, and may use againenters into derivative financial instruments to manage exposures that arise from business activities that result in the receipt or payment of future derivative instruments to hedge the variability in interest payments or protectknown and uncertain cash amounts, the value of certain assets and liabilities recorded on its consolidated balance sheets from


changes inwhich are determined by interest rates. The predominantCorporation's derivative financial instruments are used to manage differences in the amount, timing, and hedging activities include interest rate-related instruments (swapsduration of the Corporation's known or expected cash receipts and caps), foreign currency exchange forwards, commodity contracts, written options, purchased options, and certain mortgage banking activities.its known or expected cash payments principally related to the Corporation's assets.
114



The contract or notional amount of a derivative is used to determine, along with the other terms of the derivative, the amounts to be exchanged between the counterparties. The Corporation is exposed to credit risk in the event of nonperformance by counterparties to financial instruments. To mitigate the counterparty risk, interest rate and commodity-related instrumentscontracts generally contain language outlining collateral pledging requirements for each counterparty. CollateralFor non-centrally cleared derivatives, collateral must be posted when the market value exceeds certain mutually agreed upon threshold limits. Securities and cash are often pledged as collateral. The Corporation was required to pledge $40pledged $57 million of investment securities as collateral at December 31, 2016,2019, and pledged $9$36 million of investment securities as collateral at December 31, 2015. 2018. Cash is often pledged as collateral for interest rate swaps and derivatives that are not centrally cleared. At December 31, 2019, the Corporation posted $14 million cash collateral compared to $1 million at December 31, 2018.
Federal regulations require the Corporation to clear all LIBOR interest rate swaps through a clearing house, if it can be cleared.possible. For derivatives cleared through central clearing houses the variation margin payments are legally characterized as daily settlements of the derivative rather than collateral. The Corporation's clearing agent for interest rate derivative contracts that are centrally cleared through the Chicago Mercantile Exchange (CME) and the London Clearing House (LCH) settles the variation margin daily. As such,a result, the Corporation is required to pledge cash collateral forvariation margin payment and the margin. At December 31, 2016, the Corporation posted no cash collateral for the margin, compared to $22 million at December 31, 2015.
The Corporation’srelated derivative and hedging instruments are recorded atconsidered a single unit of account for accounting and financial reporting purposes. Depending on the net position, the fair value is reported in other assets or accrued expenses and other liabilities on the consolidated balance sheets. The fair valuedaily settlement of the Corporation’s interest rate-related instruments is determined using discounted cash flow analysis onderivative exposure does not change or reset the expected cash flowscontractual terms of each derivative and also includes a nonperformance / credit risk component (credit valuation adjustment). the instrument.
See Note 18 for additional fair value information and disclosures and see Note 1 for the Corporation's accounting policy for derivative and hedging activities.
Fair Value Hedges of Interest Rate Risk
The Corporation is exposed to changes in the fair value of certain of its pools of prepayable fixed-rate assets due to changes in benchmark interest rates. The Corporation used interest rate swaps to manage its exposure to changes in fair value on these instruments attributable to changes in the designated benchmark interest rate. Interest rate swaps designated as fair value hedges involved the payment of fixed-rate amounts to a counterparty in exchange for the Corporation receiving variable-rate payments over the life of the agreements without the exchange of the underlying notional amount. For derivatives designated and that qualify as fair value hedges, the gain or loss on the derivative as well as the offsetting loss or gain on the hedged item attributable to the hedged risk were recognized in interest income. During the fourth quarter of 2019, the Corporation terminated the outstanding fair value hedges.
Derivatives to Accommodate Customer Needs

The Corporation entersalso facilitates customer borrowing activity by entering into various derivative contracts which are not designated as hedging instruments. Suchfree standing derivative contracts. Free standing derivative products are entered into primarily for the benefit of commercial customers seeking to manage their exposures to interest rate risk, foreign currency, and commodity price risks.prices. These derivative contracts are not designated against specific assets and liabilities on the consolidated balance sheetsheets or forecasted transactions and, therefore, do not qualify for hedge accounting treatment. Such derivative contracts are carried at fair value in other assets and accrued expenses and other liabilities on the consolidated balance sheets with changes in the fair value recorded as a component of capital market fees,markets, net, and typically include interest rate-related instruments (swaps and caps), foreign currency exchange forwards, and commodity contracts. See Note 15 for additional information and disclosures on balance sheet offsetting.

Interest rate-related instruments: The Corporation provides interest rate risk management services to commercial customers, primarily forward interest rate swaps and caps. The Corporation’s market risk from unfavorable movements in interest rates related to these derivative contracts is generally economically hedged by concurrently entering into offsetting derivative contracts. The offsetting derivative contracts have identical notional values, terms, and indices.

Foreign currency exchange forwards:The Corporation provides foreign currency risk managementexchange services to customers, primarily forward contracts. OurThe Corporation's customers enter into a foreign currency exchange forward with the Corporation as a means for them to mitigate exchange rate risk. The Corporation mitigates its risk by then entering into an offsetting foreign currency exchange derivative contract. Such foreign currency exchange contracts are carried at fair value on the consolidated balance sheets with changes in fair value recorded as a component of capital market fees, net.

Commodity contracts: The Corporation provides commodity risk management services to commercial customers, exclusively oil and gas contracts. Commodity contracts are entered into primarily for the benefit of commercial customers seeking to manage their exposure to fluctuating commodity prices. The Corporation mitigates its risk by then entering into an offsetting commodity derivative contract. Commodity contracts are carried at fair value on the consolidated balance sheets with changes in fair value recorded as a component of capital market fees, net.


The table below identifies the balance sheet category and fair values of the Corporation’s derivative instruments to accommodate customer needs which are not designated as hedging instruments.
115

 December 31, 2016December 31, 2015
 Notional Amount
Fair
Value
Balance Sheet
Category
Notional AmountFair
Value
Balance Sheet
Category
 ($ in Thousands)
Interest rate-related instruments — customer and mirror$2,039,323
$33,671
Trading assets$1,665,965
$29,391
Trading assets
Interest rate-related instruments — customer and mirror2,039,323
(33,188)Trading liabilities1,665,965
(30,886)Trading liabilities
Foreign currency exchange forwards109,675
2,002
Trading assets72,976
1,532
Trading assets
Foreign currency exchange forwards106,251
(1,943)Trading liabilities65,649
(1,398)Trading liabilities
Commodity contracts127,582
16,725
Trading assets44,380
1,269
Trading assets
Commodity contracts128,368
(15,972)Trading liabilities44,256
(1,146)Trading liabilities


Mortgage derivativesDerivatives

Interest rate lock commitments to originate residential mortgage loans held for sale and forward commitments to sell residential mortgage loans are considered derivative instruments, and the fair value of these commitments is recorded in other assets and accrued expenses and other liabilities on the consolidated balance sheets with the changes in fair value recorded as a component of mortgage banking, net.

Written and purchased options (time deposit)Purchased Options (Time Deposit)

Historically, the Corporation had entered into written and purchased option derivative instruments to facilitate an equity linked time deposit product (the “Power CD”), which the Corporation ceased offering in September 2013. The Power CD was a time deposit that provided the purchaser a guaranteed return of principal at maturity plus a potential equity return (a written option), while the Corporation received a known stream of funds based on the equity return (a purchased option). The written and purchased options are mirror derivative instruments, which are carried at fair value on the consolidated balance sheets. The last Power CD matured in November 2019.

The table below identifies the balance sheet category and fair values of the Corporation’s derivative instrumentsinstruments:
 December 31, 2019December 31, 2018
AssetLiabilityAssetLiability
($ in Thousands)Notional AmountFair
Value
Notional AmountFair
Value
Notional AmountFair
Value
Notional AmountFair
Value
Designated as hedging instruments
Interest rate-related instruments$—  $—  $—  $—  $—  $—  $500,000  $40  
Not designated as hedging instruments
Interest rate-related instruments3,029,877  77,024  3,029,877  13,073  2,707,204  52,796  2,707,204  52,653  
Foreign currency exchange forwards272,636  4,226  264,653  4,048  117,879  721  69,153  675  
Commodity contracts255,089  20,528  255,165  19,624  331,727  35,426  315,861  34,340  
Mortgage banking(a)
255,291  2,527  263,000  710  191,222  2,208  139,984  2,072  
Time deposits—  —  —  —  11,185  109  11,185  109  
Total not designated as hedging instruments104,305  37,455  91,260  89,849  
Gross derivatives before netting$104,305  $37,455  $91,260  $89,889  
Less: Legally enforceable master netting agreements10,410  10,410  5,322  5,322  
Less: Cash collateral pledged/received1,408  11,365  27,593  63  
Total derivative instruments, after netting(b)
$92,487  $15,680  $58,345  $84,504  
(a) Mortgage derivative assets include interest rate lock commitments and mortgage derivative liabilities include forward commitments.
(b) The fair values of derivative assets are included in other assets, while the fair values of derivative liabilities are included in accrued expenses and other liabilities, on the consolidated balance sheets.
116



The following table presents amounts that were recorded on the consolidated balance sheets related to cumulative basis adjustment for fair value hedges:
Line Item on the Consolidated Balance Sheets in Which the Hedged Item is Included
Carrying Amount of the Hedged Assets/(Liabilities)
Cumulative Amount of Fair Value Hedging Adjustment Included in the Carrying Amount of the Hedged Assets/(Liabilities)(b)
($ in Thousands)December 31, 2019
 Loans and investment securities available for sale(a)
$505,371  $5,371  
Total$505,371  $5,371  
(a) These amounts include the amortized cost basis of closed portfolios used to designated hedging relationships in which are notthe hedged item is the last layer expected to be remaining at the end of the hedging relationship. At December 31, 2019, the amortized cost basis of the closed portfolios used in these hedging relationships was $893 million; the positive cumulative basis adjustments associated with these hedging relationships was approximately $5 million; and the amounts of the designated ashedged items were $500 million which were terminated during the fourth quarter of 2019.
(b) The balance includes $5 million of hedging instruments.
 December 31, 2016 December 31, 2015
 Notional Amount Fair
Value

 Balance Sheet
Category
 Notional Amount Fair
Value

 Balance Sheet
Category
 ($ in Thousands)
Interest rate lock commitments (mortgage)$285,345
 $206
 Other assets $271,530
 $958
 Other assets
Forward commitments (mortgage)179,600
 2,908
 Other assets 231,798
 403
 Other assets
Purchased options (time deposit)80,554
 2,576
 Other assets 104,582
 2,715
 Other assets
Written options (time deposit)80,554
 (2,576) Other liabilities 104,582
 (2,715) Other liabilities
adjustment on discontinued hedging relationships.
The table below identifies the income statement categoryeffect of the gains and losses recognized in incomefair value hedge accounting on the Corporation’s derivative instrumentsCorporation's consolidated statements of income during the twelve months ended December 31, 2019:
Location and Amount of Gain or (Loss) Recognized on Consolidated Statements of Income in Fair Value and Cash Flow Hedging Relationships
Year Ended December 31, 2019Year Ended December 31, 2018
($ in Thousands)Interest IncomeOther Income (Expense)Interest IncomeOther Income (Expense)
Total amounts of income and expense line items presented on the consolidated statements of income in which the effects of fair value or cash flow hedges are recorded(a)
$(448) $—  $(1,325) $—  
The effects of fair value and cash flow hedging: Gain or (loss) on fair value hedging relationships in Subtopic 815-20
Interest contracts
Hedged items5,871  —  (502) —  
Derivatives designated as hedging instruments(a)
(6,319) —  (823) —  
(a) Includes net settlements on the derivatives
The table below identifies the effect of derivatives not designated as hedging instruments.instruments on the Corporation's consolidated statements of income during the twelve months ended December 31, 2019 and 2018:
Consolidated Statements of Income Category of
Gain / (Loss) Recognized in Income
For the Year Ended December 31,
($ in Thousands)20192018
Derivative Instruments
Interest rate-related instruments — customer and mirror, netCapital market fees, net$(1,393) $(316) 
Interest rate lock commitments (mortgage)Mortgage banking, net319  670  
Forward commitments (mortgage)Mortgage banking, net1,362  (1,759) 
Foreign currency exchange forwardsCapital market fees, net132  (110) 
Commodity contractsCapital market fees, net(1,763) (314) 

 
Income Statement Category of
Gain / (Loss) Recognized in Income
For the Year Ended December 31,
  2016 2015
  ($ in Thousands)
Interest rate-related instruments — customer and mirror, netCapital market fees, net$1,978
 $854
Interest rate lock commitments (mortgage)Mortgage banking, net(752) (989)
Forward commitments (mortgage)Mortgage banking, net2,505
 2,838
Foreign currency exchange forwardsCapital market fees, net(75) (49)
Commodity contractsCapital market fees, net630
 123


Note 15 Balance Sheet Offsetting
Interest Rate-Related Instruments, and Commodity Contracts, and Foreign Exchange Forwards (“Interest, Commodity, and CommodityForeign Exchange Agreements”)

The Corporation enters into interest rate-related instruments to facilitate the interest rate risk management strategies of commercial customers. The Corporation also enters intocustomers, commodity contracts to manage commercial customerscustomers' exposure to fluctuating commodity prices.prices, and foreign exchange forwards to manage customers' exposure to fluctuating foreign exchange rates. The Corporation mitigates these risks by entering into equal and offsetting interest and commodity agreements with highly rated third partythird-party financial institutions. The Corporation is party to master netting arrangements with its financial institution counterparties that creates acreate single net settlementsettlements of all legal claims or obligations to pay or receive the net amount of settlement of the individual interest, commodity, and commodityforeign exchange agreements. Collateral, usually in the form of investment securities and cash, is posted by the counterparty with net liability positions in accordance with contract thresholds. TheDerivatives subject to a legally enforceable master netting agreement are reported on a net basis, net of cash collateral, in other assets and accrued expenses and other liabilities, on the face of the consolidated balance sheets. In the third quarter of 2019, the Corporation does notelected to offset derivative assets and liabilities under these arrangementsand cash collateral with the same counterparty where it has a legally enforceable master netting agreement in place. See the
117



derivatives section within Note 1 for financial statement presentation purposes. Seeadditional information on the change in accounting policy and Note 14 for additional information on the Corporation’s derivative and hedging activities.
Securities Sold Under AgreementsAgreement to Repurchase (“Repurchase Agreements”)
The Corporation enters into agreements under which it sells securities subject to an obligation to repurchase the same or similar securities. These repurchase agreements are accounted for as collateralized financing arrangements (i.e., secured borrowings) and not as a sale and subsequent repurchase of securities (i.e., there is no offsetting or netting of the investment securities assets with the repurchase agreement liabilities). The right of set-off for a repurchase agreement resembles a secured borrowing, whereby the collateral would be used to settle the fair value of the repurchase agreement should the Corporation be in default (e.g., fails to make an interest payment to the counterparty). In addition, the Corporation does not enter into reverse repurchase agreements; therefore, there is no such offsetting to be done with the repurchase agreements. See Note 89 for additional disclosures on repurchase agreements.
The following table presents the assets and liabilities subject to an enforceable master netting arrangement. The interest, commodity and commodityforeign exchange agreements we have with our commercial customers are not subject to an enforceable master netting arrangement, and therefore, are excluded from this table.table:
 Gross Amounts Subject to Master Netting Arrangements Offset on the Consolidated Balance SheetsNet Amounts Presented on the Consolidated Balance SheetsGross Amounts Not Offset on the Consolidated Balance Sheets
 ($ in Thousands)
Gross Amounts RecognizedDerivative Liabilities OffsetCash Collateral ReceivedNet
Amount
Derivative assets(a)
December 31, 2019$11,864  $(10,410) $(1,408) $45  $—  $45  
December 31, 201865,596  (5,322) (27,593) 32,681  (31,837) 843  
Gross Amounts Subject to Master Netting Arrangements Offset on the Consolidated Balance SheetsNet Amounts Presented on the Consolidated Balance SheetsGross Amounts Not Offset on the Consolidated Balance Sheets
 ($ in Thousands)Gross Amounts RecognizedDerivative Assets OffsetCash Collateral PledgedNet
Amount
Derivative liabilities(a)
December 31, 2019$22,189  $(10,410) $(11,365) $413  $—  $413  
December 31, 201822,951  (5,322) (63) 17,567  (17,551) 16  
(a) Includes interest, commodity, and foreign exchange agreements.

 
Gross
amounts
recognized
 
Gross amounts not offset
in the balance sheet
 
 
Gross amounts
offset in the
balance sheet
Net amounts
presented in
the balance sheet
Financial
instruments
CollateralNet amount
 ($ in Thousands) 
December 31, 2016      
Derivative assets:      
Interest and commodity agreements$18,031
$
$18,031
$(18,031)$
$
Derivative liabilities:      
Interest and commodity agreements$31,075
$
$31,075
$(18,031)$(11,148)$1,896
December 31, 2015      
Derivative assets:      
Interest and commodity agreements$1,466
$
$1,466
$(1,466)$
$
Derivative liabilities:      
Interest and commodity agreements$30,200
$
$30,200
$(1,466)$(28,734)$
Note 16 Commitments, Off-Balance Sheet Arrangements, and Legal Proceedings
The Corporation utilizes a variety of financial instruments in the normal course of business to meet the financial needs of its customers and to manage its own exposure to fluctuations in interest rates. These financial instruments include lending-related and other commitments (see below) as well as derivative instruments (see Note 14). The following is a summary of lending-related commitments.commitments:

($ in Thousands)20192018
Commitments to extend credit, excluding commitments to originate residential mortgage loans held for sale(a)(b)
$9,024,412  $8,720,293  
Commercial letters of credit(a)
7,081  7,599  
Standby letters of credit(c)
277,969  255,904  

(a) These off-balance sheet financial instruments are exercisable at the market rate prevailing at the date the underlying transaction will be completed and, thus, are deemed to have 0 current fair value, or the fair value is based on fees currently charged to enter into similar agreements and was not material at December 31, 2019 and 2018.
(b) Interest rate lock commitments to originate residential mortgage loans held for sale are considered derivative instruments and are disclosed in Note 14.
 2016 2015
 ($ in Thousands)
Commitments to extend credit, excluding commitments to originate residential mortgage loans held for sale(1)(2)
$8,131,131
 $7,402,518
Commercial letters of credit(1)
7,923
 9,945
Standby letters of credit(3)
259,632
 296,508
(c) The Corporation has established a liability of $3 million and $2 million at December 31, 2019 and December 31, 2018, respectively, as an estimate of the fair value of these financial instruments.

(1)These off-balance sheet financial instruments are exercisable at the market rate prevailing at the date the underlying transaction will be completed and, thus, are deemed to have no current fair value, or the fair value is based on fees currently charged to enter into similar agreements and is not material at December 31, 2016 and 2015.
(2)Interest rate lock commitments to originate residential mortgage loans held for sale are considered derivative instruments and are disclosed in Note 14.
(3)The Corporation has established a liability of $3 million at both December 31, 2016 and December 31, 2015, as an estimate of the fair value of these financial instruments.
Lending-related Commitments
As a financial services provider, the Corporation routinely enters into commitments to extend credit. Such commitments are subject to the same credit policies and approval process accorded to loans made by the Corporation, with each customer’s creditworthiness evaluated on a case-by-case basis. The commitments generally have fixed expiration dates or other termination clauses and may require the payment of a fee. The Corporation’s exposure to credit loss in the event of nonperformance by the other party to these financial instruments is represented by the contractual amount of those instruments. The amount of
118



collateral obtained, if deemed necessary by the Corporation upon extension of credit, is based on management’s credit evaluation of the customer. Since a significant portion of commitments to extend credit are subject to specific restrictive loan covenants or may expire without being drawn upon, the total commitment amounts do not necessarily represent future cash flow requirements. An allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb estimated probable losses related to unfunded commitments (including unfunded loan commitments and letters of credit). The allowance for unfunded commitments totaled $25$22 million at December 31, 2016 compared toand $24 million at December 31, 2015,2019 and December 31, 2018, respectively, and is included in accrued expenses and other liabilities on the consolidated balance sheets. See Note 1 for the Corporation’s accounting policy on the allowance for unfunded commitments. See Note 4 for additional information on the allowance for unfunded commitments.
Lending-related commitments include commitments to extend credit, commitments to originate residential mortgage loans held for sale, commercial letters of credit, and standby letters of credit. Commitments to extend credit are legally binding agreements to lend to customers at predetermined interest rates, as long as there is no violation of any condition established in the contracts. Interest rate lock commitments to originate residential mortgage loans held for sale and forward commitments to sell residential mortgage loans are considered derivative instruments, and the fair value of these commitments is recorded on the consolidated balance sheets. The Corporation’s derivative and hedging activity is further described in Note 14. Commercial and standby letters of credit are conditional commitments issued to guarantee the performance of a customer to a third party. Commercial letters of credit are issued specifically to facilitate commerce and typically result in the commitment being drawn on when the underlying transaction is consummated between the customer and the third party, while standby letters of credit generally are contingent upon the failure of the customer to perform according to the terms of the underlying contract with the third party.
Other Commitments
The Corporation invests in qualified affordable housing projects, federal and state historic projects, new market projects, and opportunity zone funds for the purpose of community reinvestment and obtaining tax credits and other tax benefits. Return on the Corporation's investment in these projects and funds comes in the form of tax credits and tax losses that pass through to the Corporation, and deferral or elimination of capital gain recognition for tax purposes. The aggregate carrying value of these investments at December 31, 2019, was $248 million, compared to $136 million at December 31, 2018, included in tax credit and other investments on the consolidated balance sheets. The Corporation utilizes the proportional amortization method to account for investments in qualified affordable housing projects.
Under the proportional amortization method, the Corporation amortizes the initial cost of the investment in proportion to the tax credits and other tax benefits. The Corporation recognized additional income tax expense attributable to the amortization of investments in qualified affordable housing projects of $19 million, $17 million, and $8 million during the years ended December 31, 2019, 2018, and 2017, respectively. The Corporation's remaining investment in qualified affordable housing projects accounted for under the proportional amortization method totaled $234 million at December 31, 2019 and $132 million at December 31, 2018.
The Corporation’s unfunded equity contributions relating to investments in qualified affordable housing, federal and state historic projects, and new market projects are recorded in accrued expenses and other liabilities on the consolidated balance sheets. The Corporation’s remaining unfunded equity contributions totaled $123 million and $51 million at December 31, 2019 and 2018, respectively.
During the years ended December 31, 2019 and 2018, the Corporation did not record any impairment related to qualified affordable housing investments.
The Corporation has principal investment commitments to provide capital-based financing to private and public companies through either direct investmentsinvestment in specific companies or through investment funds and partnerships. The timing of future cash requirements to fund such principal investment commitments is generally dependent on the investment cycle, whereby privately held companies are funded by private equity investors and ultimately sold, merged, or taken public through an initial offering, which can vary based on overall market conditions, as well as the nature and type of industry in which the companies operate. The Corporation also invests in unconsolidated projects including


low-income housing, new market tax credit projects, and historic tax credit projectsloan pools that support CRA loans. The timing of future cash requirements to promote the revitalization of primarily low-to-moderate-income neighborhoods throughout the local communities of its bank subsidiary. As a limited partner infund these unconsolidated projects, the Corporationpools is allocated tax credits and deductions associated with the underlying projects.dependent upon loan demand, which can vary over time. The aggregate carrying value of these investments at December 31, 2016,2019, was $85$26 million, compared to $52$25 million at December 31, 2015,2018, included in tax credit and other assetsinvestments on the consolidated balance sheets. Related to these investments, the Corporation had remaining commitments to fund of $69 million at December 31, 2016, and $61 million at December 31, 2015.
Contingent Liabilities and
119



Legal Proceedings
The Corporation is party to various pending and threatened claims and legal proceedings arising in the normal course of business activities, some of which involve claims for substantial amounts. Although there can be no assurance as to the ultimate outcomes, the Corporation believes it has meritorious defenses to the claims asserted against it in its currently outstanding matters including the matters described below, and with respect to such legal proceedings, intends to continue to defend itself vigorously.vigorously with respect to such legal proceedings. The Corporation will consider settlement of cases when, in management’s judgment, it is in the best interests of both the Corporation and its shareholders.
On at least a quarterly basis, the Corporation assesses its liabilities and contingencies in connection with all pending or threatened claims and litigation, utilizing the most recent information available. On a matter by matter basis, an accrual for loss is established for those matters which the Corporation believes it is probable that a loss may be incurred and that the amount of such loss can be reasonably estimated. Once established, each accrual is adjusted as appropriate to reflect any subsequent developments. Accordingly, management’s estimate will change from time to time, and actual losses may be more or less than the current estimate. For matters where a loss is not probable, or the amount of the loss cannot be estimated, no accrual is established.
Resolution of legal claims is inherently unpredictable, and in many legal proceedings various factors exacerbate this inherent unpredictability, including where the damages sought are unsubstantiated or indeterminate, it is unclear whether a case brought as a class action will be allowed to proceed on that basis, discovery is not complete, the proceeding is not yet in its final stages, the matters present legal uncertainties, there are significant facts in dispute, there are a large number of parties (including where it is uncertain how liability, if any, will be shared among multiple defendants), or there is a wide range of potential results.

A lawsuit, R.J. ZAYED v. Associated Bank, N.A., was filed inThe Corporation does not believe it is presently subject to any legal proceedings the United States District Court for the Districtresolution of Minnesota on January 29, 2013. The lawsuit relates to a Ponzi scheme perpetrated by Oxford Global Partners and related entities (“Oxford”) and individuals and was brought by the receiver for Oxford. Oxford was a depository customer of the Bank. The lawsuit claims that the Bank is liable for failing to uncover the Oxford Ponzi scheme, and specifically alleges the Bank aided and abetted (1) the fraudulent scheme; (2) a breach of fiduciary duty; (3) conversion; and (4) false representations and omissions. The lawsuit seeks unspecified consequential and punitive damages. The District Court granted the Bank’s motion to dismiss the complaint on September 30, 2013. On March 2, 2015, the U.S. Court of Appeals for the Eighth Circuit reversed the District Court and remanded the case back to the District Court for further proceedings. On January 31, 2017, the District Court granted the Bank's motion for summary judgment, and the case was dismissed with prejudice. The plaintiff has appealed this decision to the U.S. Court of Appeals for the Eighth Circuit. It is not possible for management to assess the probability ofwhich would have a material adverse outcome or reasonably estimate the amount of any potential loss at this time. A lawsuit by investors in the same Ponzi scheme, Herman Grad, et al v. Associated Bank, N.A., brought in Brown County, Wisconsin in October 2009 was dismissed by the circuit court, and the dismissal was affirmed by the Wisconsin Court of Appeals in June 2011 in an unpublished opinion.

On May 22, 2015, the Bank entered into a Conciliation Agreement ("Conciliation Agreement") with the U.S. Department of Housing and Urban Development ("HUD"), which resolved the HUD investigation into the Bank's lending practices during the years 2008-2010. The Bank's commitments under the Conciliation Agreement are spread over a three-year period and include commitments to do the following in minority communities: make mortgage loans of approximately $196 million; open one branch and four loan production offices; establish special


financing programs; make affordable home repair grants; engage in affirmative marketing outreach; provide financial education programs; and make grants to support community reinvestment training and education. The cost of these commitments will be spread over four calendar years and is not expected to have a material impacteffect on the Corporation'sour business, financial condition, operating results, or results of operation.cash flows.

Regulatory Matters
A variety of consumer products, including legacy debt protection and identity protection products provided by third parties, and mortgage and deposit products, and certain fees and charges related to such products, including overdraft and similar fees, have come under increased regulatory scrutiny by the CFPB, the OCC, and state attorneys general.scrutiny. It is possible that regulatory authorities could bring enforcement actions, including civil money penalties, or take other actions against the Corporation and the Bank in regard to these consumer products and the fees and other charges related thereto.products. The Bank could also determine of its own accord, or be required by regulators, to refund or otherwise make remediation payments to customers in connection with these products. It is not possible at this time for management to assess the probability of a material adverse outcome or reasonably estimate the amount of any potential loss related to such matters.

Two complaints were filed against the Bank on January 11, 2016 in the United States Bankruptcy Court for the Northern District of Illinois, Eastern Division in connection with the In re: World Marketing Chicago, LLC, et al Chapter 11 bankruptcy proceeding. In the first complaint, The Official Committee of Unsecured Creditors of World Marketing Chicago, LLC, et al v. Associated Bank, N.A., the plaintiff seeks to avoid guarantees and pledges of collateral given by the debtors to secure a revolving financing commitment of $6 million to the debtors’ parent company from the Bank. The plaintiff alleges a variety of legal theories under federal and state law, including fraudulent conveyance, preferential transfer and conversion, in support of its position. The plaintiff seeks return of approximately $4 million paid to the Bank and the avoidance of the security interest in the collateral securing the remaining indebtedness to the Bank. The Bank intends to vigorously defend this lawsuit. In the second complaint, American Funds Service Company v. Associated Bank, N.A., the plaintiff alleges that approximately $600,000 of funds it had advanced to the World Marketing entities to apply towards future postage fees was swept by the Bank from World Marketing’s bank accounts. Plaintiff seeks the return of such funds from the Bank under several theories, including Sec. 541(d) of the Bankruptcy Code, the creation of a resulting trust, and unjust enrichment. The Bank intends to vigorously defend this lawsuit. It is not possible for management to assess the probability of a material adverse outcome or reasonably estimate the amount of any potential loss at this time with respect to these two lawsuits.

Mortgage Repurchase Reserve
The Corporation sells residential mortgage loans to investors in the normal course of business. Residential mortgage loans sold to others are predominantly conventional residential first lien mortgages originated under ourthe Corporation's usual underwriting procedures, and are most often sold on a nonrecourse basis, primarily to the GSEs. The Corporation’s agreements to sell residential mortgage loans in the normal course of business usually require certain representations and warranties on the underlying loans sold, related to credit information, loan documentation, collateral, and insurability. Subsequent to being sold, if a material underwriting deficiency or documentation defect is discovered, the Corporation may be obligated to repurchase the loan or reimburse the GSEs for losses incurred (collectively, “make whole requests”). The make whole requests and any related risk of loss under the representations and warranties are largely driven by borrower performance.
As a result of make whole requests, the Corporation has repurchased loans with principal balances of approximately $2 million and $3 million during thefor both years ended December 31, 20162019 and 2015, respectively.2018. The loss reimbursement and settlement claims paid for the years ended December 31, 20162019 and 2015,2018, respectively, were negligible. Make whole requests during 20152018 and 20162019 generally arose from loans sold during the period of January 1, 2012 to December 31, 2016, which2018. Since January 1, 2012, loans sold totaled $9.2$12.5 billion at the time of sale, and consisted primarily of loans sold to GSEs. As of December 31, 2016,2019, approximately $6.1$7.4 billion of these sold loans remain outstanding.

The balance in the mortgage repurchase reserve at the balance sheet date reflects the estimated amount of potential loss the Corporation could incur from repurchasing a loan, as well as loss reimbursements, indemnifications, and


other settlement resolutions. The following summarizes the changes in the mortgage repurchase reserve for the years ended as follows.
 2016 2015
 ($ in Thousands)
Balance at beginning of year$1,197
 $3,258
Repurchase provision expense456
 428
Adjustments to provision expense(750) (2,450)
Charge offs, net(3) (39)
Balance at end of year$900
 $1,197
was approximately $795,000 and $752,000 at December 31, 2019 and 2018, respectively.
The Corporation may also sell residential mortgage loans with limited recourse (limited in that the recourse period ends prior to the loan’s maturity, usually after certain time and / or loan paydown criteria have been met), whereby repurchase could be required if the loan had defined delinquency issues during the limited recourse periods. At December 31, 2016,2019 and December 31, 2015,2018, there were approximately $62$39 million and $68$47 million, respectively, of residential mortgage loans sold
120



with such recourse risk. There have been limited instances and immaterial historical losses on repurchases for recourse under the limited recourse criteria.
The Corporation has a subordinate position to the FHLB in the credit risk on residential mortgage loans it sold to the FHLB in exchange for a monthly credit enhancement fee. The Corporation has not sold loans to the FHLB with such credit risk retention since February 2005. At December 31, 20162019 and December 31, 2015,2018, there were $98$45 million and $132$57 million, respectively, of such residential mortgage loans with credit risk recourse, upon which there have been negligible historical losses to the Corporation.
Note 17 Parent Company Only Financial Information
Presented below are condensed financial statements for the Parent Company.Company:
BALANCE SHEETSBalance Sheets

December 31,
($ in Thousands)20192018
Assets
Cash and due from banks$17,427  $16,245  
Interest-bearing deposits in other financial institutions27,186  38,374  
Notes and interest receivable from subsidiaries201,551  453,615  
Investments in and receivable due from subsidiaries3,925,596  3,787,574  
Other assets46,234  47,448  
Total assets$4,217,994  $4,343,256  
Liabilities and Stockholders' Equity
Commercial paper$32,016  $45,423  
Senior notes, at par—  250,000  
Subordinated notes, at par250,000  250,000  
Long-term funding capitalized costs(1,428) (2,043) 
Total long-term funding248,572  497,957  
Accrued expenses and other liabilities15,282  18,988  
Total liabilities295,870  562,368  
Preferred equity256,716  256,716  
Common equity3,665,407  3,524,171  
Total stockholders’ equity3,922,124  3,780,888  
Total liabilities and stockholders’ equity$4,217,994  $4,343,256  

Statements of Income

 For the Years Ended December 31,
($ in Thousands)201920182017
Income
Income from subsidiaries$341,789  $354,637  $253,485  
Interest income on notes receivable from subsidiaries13,983  12,199  4,175  
Other income761  994  1,763  
Total income356,532  367,830  259,423  
Expense
Interest expense on short and long-term funding16,802  18,355  18,464  
Other expense6,583  11,736  6,927  
Total expense23,384  30,091  25,391  
Income before income tax expense333,148  337,739  234,032  
Income tax expense6,359  4,176  4,768  
Net income326,790  333,562  229,264  
Preferred stock dividends15,202  10,784  9,347  
Net income available to common equity$311,587  $322,779  $219,917  
121



 December 31,
 2016 2015
 ($ in Thousands)
ASSETS   
Cash and due from banks$402,786
 $610,862
Investment securities available for sale, at fair value14,389
 61,847
Investment in subsidiaries3,248,763
 3,211,685
Other assets61,242
 70,595
Total assets$3,727,180
 $3,954,989
LIABILITIES AND STOCKHOLDERS’ EQUITY   
Commercial paper$101,688
 $67,978
Senior notes, at par250,000
 680,000
Subordinated notes, at par250,000
 250,000
Long-term funding capitalized costs(3,393) (4,061)
Total long-term funding496,607
 925,939
Accrued expenses and other liabilities37,573
 23,826
Total liabilities635,868
 1,017,743
Preferred equity159,929
 121,379
Common equity2,931,383
 2,815,867
Total stockholders’ equity3,091,312
 2,937,246
Total liabilities and stockholders’ equity$3,727,180
 $3,954,989
Statements of Cash Flows

 For the Years Ended December 31,
($ in Thousands)201920182017
Cash Flows from Operating Activities
Net income$326,790  $333,562  $229,264  
Adjustments to reconcile net income to net cash provided by operating activities:
(Increase) decrease in equity in undistributed net income (loss) of subsidiaries(21,789) (18,636) (40,485) 
(Gain) loss on sales of assets, net—  —  (88) 
Net change in other assets and accrued expenses and other liabilities265  (92,366) (9,589) 
Net cash provided by operating activities305,266  222,562  179,102  
Cash Flows from Investing Activities
Proceeds from sales of investment securities—  827  2,618  
Net (increase) decrease in notes receivable from subsidiaries250,000  (139,317) (300,000) 
Net (increase) decrease in loans—  2,210  1,058  
Net cash provided by (used in) investing activities250,000  (136,280) (296,324) 
Cash Flows from Financing Activities
Net increase (decrease) in commercial paper(13,406) (22,044) (34,221) 
Redemption of Corporation's senior notes(250,000) —  —  
Proceeds from issuance of common stock for stock-based compensation plans11,216  18,408  27,619  
Proceeds from issuance of preferred stock—  97,315  —  
Purchase of preferred stock—  (537) —  
Common stock warrants exercised—  (1) —  
Purchase of common stock returned to authorized but unissued—  (33,075) (37,031) 
Issuance of treasury stock for acquisition—  91,296  —  
Purchase of treasury stock(186,076) (213,598) (9,290) 
Cash dividends on common stock(111,804) (105,519) (76,417) 
Cash dividends on preferred stock(15,202) (10,784) (9,347) 
Net cash used in financing activities(565,272) (178,540) (138,687) 
Net increase (decrease) in cash and cash equivalents(10,006) (92,258) (255,909) 
Cash and cash equivalents at beginning of year54,619  146,877  402,786  
Cash and cash equivalents at end of year$44,613  $54,619  $146,877  


STATEMENTS OF INCOME
 For the Years Ended December 31,
 2016 2015 2014
 ($ in Thousands)
INCOME     
Dividends from subsidiaries$188,000
 $205,000
 $223,000
Interest income on notes receivable
 
 1,264
Other income4,669
 8,441
 9,713
Total income192,669
 213,441
 233,977
EXPENSE     
Interest expense on short and long-term funding21,901
 39,576
 24,847
Other expense4,289
 4,684
 776
Total expense26,190
 44,260
 25,623
Income before income tax expense (benefit) and equity in undistributed net income (loss) of subsidiaries166,479
 169,181
 208,354
Income tax expense (benefit)3,468
 (1,665) (5,801)
Income before equity in undistributed net income (loss) of subsidiaries163,011
 170,846
 214,155
Equity in undistributed net income (loss) of subsidiaries37,263
 17,455
 (23,646)
Net income200,274
 188,301
 190,509
Preferred stock dividends8,903
 7,155
 5,002
Net income available to common equity$191,371
 $181,146
 $185,507

STATEMENTS OF CASH FLOWS
 For the Years Ended December 31,
 201620152014
 ($ in Thousands)
OPERATING ACTIVITIES   
Net income$200,274
$188,301
$190,509
Adjustments to reconcile net income to net cash provided by operating activities:   
(Increase) decrease in equity in undistributed net income of subsidiaries(37,263)(17,455)23,646
Gain on sales of investment securities, net(466)
(214)
Asset gain, net(793)(5,673)(5,609)
Net change in other assets and other liabilities19,708
(10,997)(14,022)
Net cash provided by operating activities181,460
154,176
194,310
INVESTING ACTIVITIES   
Proceeds from sales of investment securities47,719
13,962
88,844
Net decrease in notes receivable

46,594
Purchase of other assets, net of disposals2,211
11,964
10,930
Net cash provided by investing activities49,930
25,926
146,368
FINANCING ACTIVITIES   
Net increase (decrease) in short-term funding33,710
(6,319)8,813
Repayment of long-term funding(430,000)
(155,000)
Proceeds from issuance of long-term funding

496,030
Proceeds from issuance of common stock for stock-based compensation plans21,748
20,054
13,228
Proceeds from issuance of preferred stock97,066
62,966

Redemption of preferred stock(58,903)

Purchase of preferred stock(1,248)(1,335)(2,451)
Purchase of common stock returned to authorized but unissued(20,007)(93,000)(150,498)
Purchase of treasury stock

(108,600)
Purchase of treasury stock for tax withholding(5,074)(5,154)(3,712)
Cash dividends on common stock(67,855)(62,400)(58,710)
Cash dividends on preferred stock(8,903)(7,155)(5,002)
Net cash provided by (used in) financing activities(439,466)(92,343)34,098
Net increase (decrease) in cash and cash equivalents(208,076)87,759
374,776
Cash and cash equivalents at beginning of year610,862
523,103
148,327
Cash and cash equivalents at end of year$402,786
$610,862
$523,103


Note 18 Fair Value Measurements
Fair value represents the estimated price at which an orderly transaction to sell an asset or to transfer a liability would take place between market participants at the measurement date under current market conditions (i.e., an exit price concept). See Note 1 for the Corporation’s accounting policy for fair value measurements.
Following is a description of the valuation methodologies used for the Corporation’s more significant instruments measured on a recurring basis at fair value, including the general classification of such instruments pursuant to the valuation hierarchy.
Assets and Liabilities Measured at Fair Value on a Recurring Basis
Investment securities available for sale:  Securities Available For Sale: Where quoted prices are available in an active market, investment securities are classified in Level 1 of the fair value hierarchy. If quoted market prices are not available for the specific security, then fair values are estimated by using pricing models, quoted prices of securities with similar characteristics, or discounted cash flows, with consideration given to the nature of the quote and the relationship of recently evidenced market activity to the fair value estimate, and are classified in Level 2 of the fair value hierarchy. Lastly, in certain cases where there is limited activity or less transparency around inputs to the estimated fair value, securities are classified within Level 3 of the fair value hierarchy. To validate the fair value estimates, assumptions, and controls, the Corporation looks to transactions for similar instruments and utilizes independent pricing provided by third party vendors or brokers and relevant market indices. While none of these sources are solely indicative of fair value, they serve as directional indicators for the appropriateness of the Corporation’s fair value estimates. The Corporation has determined that the fair value measures of its investment securities are classified predominantly within Level 1 or 2 of the fair value hierarchy. See Note 3 for additional disclosure regarding the Corporation’s investment securities.
122



Equity Securities with Readily Determinable Fair Values: The Corporation's portfolio of equity securities with readily determinable fair values is primarily comprised of CRA Qualified Investment mutual funds. Since quoted prices for the Corporation's equity securities are readily available in an active market, they are classified within Level 1 of the fair value hierarchy. See Note 3 for additional disclosure regarding the Corporation’s equity securities.
Residential Loans Held For Sale: Residential loans held for sale, which consist generally of current production of certain fixed-rate, first-lien residential mortgage loans, are carried at estimated fair value. Management has elected the fair value option to account for all newly originated mortgage loans held for sale, which results in the financial impact of changing market conditions being reflected currently in earnings as opposed to being dependent upon the timing of sales. Therefore, the continually adjusted values better reflect the price the Corporation expects to receive from the sale of such loans. The estimated fair value is based on what secondary markets are currently offering for portfolios with similar characteristics, which the Corporation classifies as a Level 2 fair value measurement.
Derivative financial instruments (interest rate-related instruments)Financial Instruments (Interest Rate-Related Instruments): The Corporation has used, and may use again in the future,utilizes interest rate swaps to manage itshedge exposure to interest rate risk. risk and variability of fair value related to changes in the underlying interest rate of the hedged item. These hedged interest rate swaps are classified as fair value hedges. During the fourth quarter of 2019, the Corporation terminated the outstanding fair value hedges. See Note 14 for additional disclosure regarding the Corporation's fair value hedges.
In addition, the Corporation offers interest rate-related instruments (swaps and caps) to service ourits customers’ needs, for which the Corporation simultaneously enters into offsetting derivative financial instruments (i.e., mirror interest rate-related instruments) with third parties to manage its interest rate risk associated with these financial instruments. The valuation of the Corporation’s derivative financial instruments is determined using discounted cash flow analysis on the expected cash flows of each derivative and also includes a nonperformance / credit risk component (credit valuation adjustment). See Note 14 for additional disclosure regarding the Corporation’s interest rate-related instruments.
The discounted cash flow analysis component in the fair value measurement reflects the contractual terms of the derivative financial instruments, including the period to maturity, and uses observable market-based inputs, including interest rate curves and implied volatilities. More specifically, the fair values of interest rate swaps are determined using the market standard methodology of netting the discounted future fixed cash receipts (or payments), with the variable cash payments (or receipts) based on an expectation of future interest rates (forward curves) derived from observable market interest rate curves. Likewise, the fair values of interest rate options (i.e., interest rate caps) are determined using the market standard methodology of discounting the future expected cash receipts that would occur if variable interest rates fall below (or rise above) the strike rate of the floors (or caps), with the variable interest rates used in the calculation of projected receipts on the floor (or cap) based on an expectation of future interest rates derived from observable market interest rate curves and volatilities.
The Corporation also incorporates credit valuation adjustments to appropriately reflect both its own nonperformance risk and the respective counterparty’s nonperformance risk in the fair value measurements. In adjusting the fair value of its derivative financial instruments for the effect of nonperformance risk, the Corporation has considered the impact of netting and any applicable credit enhancements, such as collateral postings, thresholds, mutual puts, and guarantees.
While the Corporation has determined that the majority of the inputs used to value its interest rate-related derivative financial instruments fall within Level 2 of the fair value hierarchy, the credit valuation adjustments utilize Level 3 inputs, such as


estimates of current credit spreads to evaluate the likelihood of default by itself and its counterparties. The Corporation has assessed the significance of the impact of the credit valuation adjustments on the overall valuation of its derivative positions as of December 31, 2016,2019 and 2015,2018, and has determined that the credit valuation adjustments are not significant to the overall valuation of its derivative financial instruments. Therefore, the Corporation has determined that the fair value measures of its derivative financial instruments in their entirety are classified within Level 2 of the fair value hierarchy.
Derivative financial instruments (foreign currency exchange forwards)Financial Instruments (Foreign Currency Exchange Forwards):  The Corporation provides foreign currency exchange services to customers. In addition, the Corporation may enter into a foreign currency exchange forward to mitigate the exchange rate risk attached to the cash flows of a loan or as an offsetting contract to a forward entered into as a service to ourits customer. The valuation of the Corporation’s foreign currency exchange forwards is determined using quoted prices of foreign currency exchange forwards with similar characteristics, with consideration given to the nature of the quote and the relationship of recently evidenced market activity to the fair value estimate, and areis classified inwithin Level 2 of the fair value hierarchy. See Note 14 for additional disclosures regarding the Corporation’s foreign currency exchange forwards.
Derivative financial instruments (commodity contracts)Financial Instruments (Commodity Contracts):  The Corporation enters into commodity contracts to manage commercial customers' exposure to fluctuating commodity prices, for which the Corporation simultaneously enters into offsetting derivative financial instruments (i.e., mirror commodity contracts) with third parties to manage its risk associated
123



with these financial instruments. The valuation of the Corporation’s commodity contracts is determined using quoted prices of the underlying instrument,instruments, and are classified in Level 2 of the fair value hierarchy.also includes a nonperformance / credit risk component (credit valuation adjustment). See Note 14 for additional disclosures regarding the Corporation’s commodity contracts.
Derivative financial instruments (mortgage derivatives):  Mortgage derivatives include interest rate lock commitments to originate residential mortgage loans held for sale to individual customers and forward commitments to sell residential mortgage loans to various investors. The Corporation relies on an internalalso incorporates credit valuation modeladjustments to estimateappropriately reflect both its own nonperformance risk and the respective counterparty's nonperformance risk in the fair value measurements. In adjusting the fair value of its interestderivative financial instruments for the effect of nonperformance risk, the Corporation has considered the impact of netting and any applicable credit enhancements, such as collateral postings.
While the Corporation has determined that the majority of the inputs used to value its derivative financial instruments fall within Level 2 of the fair value hierarchy, the credit valuation adjustments utilize Level 3 inputs, such as probability of default and loss given default of the underlying loans to evaluate the likelihood of default by itself and its counterparties. The Corporation has assessed the significance of the impact of the credit valuation adjustments on the overall valuation of its derivative positions as of December 31, 2019 and 2018, and has determined that the credit valuation adjustments are not significant to the overall valuation of its derivative financial instruments. Therefore, the Corporation has determined that the fair value measures of its derivative financial instruments in their entirety are classified within Level 2 of the fair value hierarchy.
The table below presents the Corporation’s financial instruments measured at fair value on a recurring basis as of December 31, 2019 and 2018, aggregated by the level in the fair value hierarchy within which those measurements fall:
($ in Thousands)Fair Value HierarchyDecember 31, 2019December 31, 2018
Assets
Investment securities available for sale
U.S. Treasury securities Level 1  $—  $999  
Obligations of state and political subdivisions (municipal securities)Level 2  546,160  —  
Residential mortgage-related securities
FNMA / FHLMC Level 2  132,660  295,252  
GNMA Level 2  985,139  2,128,531  
Private-label Level 2  —  1,003  
Commercial mortgage-related securities
FNMA / FHLMCLevel 2  21,728  —  
GNMA Level 2  1,310,207  1,220,797  
FFELP asset-backed securities Level 2  263,693  297,360  
Other debt securities Level 2  3,000  3,000  
Total investment securities available for sale Level 1  —  999  
Total investment securities available for sale Level 2  3,262,586  3,945,943  
Equity securities with readily determinable fair valuesLevel 1  1,646  1,568  
Residential loans held for sale
 Level 2  136,280  64,321  
Interest rate-related instruments(a)
 Level 2  77,024  52,796  
Foreign currency exchange forwards(a)
 Level 2  4,226  721  
Commodity contracts(a)
 Level 2  20,528  35,426  
Purchased options (time deposit)Level 2  —  109  
Interest rate lock commitments to originate residential mortgage loans held for sale Level 3  2,527  2,208  
Liabilities
Interest rate-related instruments(a)
 Level 2  $13,073  $52,653  
Foreign currency exchange forwards(a)
 Level 2  4,048  675  
Commodity contracts(a)
Level 2  19,624  34,340  
Written options (time deposit) Level 2  —  109  
Interest rate products (designated as hedging instruments)Level 2  —  40  
Forward commitments to sell residential mortgage loans Level 3  710  2,072  
(a) Figures presented gross before netting. See Note 14 and Note 15 for information relating to the impact of offsetting derivative assets and liabilities and cash collateral with the same counterparty where there is a legally enforceable master netting agreement in place.



124



The table below presents a rollforward of the consolidated balance sheets amounts for the years ended December 31, 2019 and 2018, for financial instruments measured on a recurring basis and classified within Level 3 of the fair value hierarchy:
($ in Thousands)Derivative Financial Instruments
Balance December 31, 2017$1,225 
Total net gains (losses) included in income
Mortgage derivative gain (loss)(1,085)
Balance December 31, 2018$140 
Total net gains (losses) included in income
Mortgage derivative gain (loss)1,681 
Balance December 31, 2019$1,817 

For Level 3 assets and liabilities measured at fair value on a recurring basis as of December 31, 2019, the Corporation utilized the following valuation techniques and significant unobservable inputs:
Derivative Financial Instruments (Mortgage Derivative — Interest Rate Lock Commitments to Originate Residential Mortgage Loans Held For Sale):  The fair value is determined by the change in value from each loan's rate lock commitmentsdate to originate residential mortgage loans held for sale, which includes grouping the interestexpected rate lock commitments by interest rate and terms, applying an estimated pull-through rateexpiration date based on historical experience,the underlying loan attributes, estimated closing ratios, and then multiplying by quoted investor pricesprice matrix determined to be reasonably applicable to each loan commitment. The closing ratio calculation takes into consideration historical experience and loan-level attributes, particularly the loan commitment groups based onchange in the current interest rates from the time of initial rate terms,lock. The closing ratio is periodically reviewed for reasonableness and rate lock expiration datesreported to the Associated Mortgage Risk Management Committee. At December 31, 2019, the closing ratio was 86%.
Derivative Financial Instruments (Mortgage Derivative—Forward Commitments to Sell Mortgage Loans):  Mortgage derivatives include forward commitments to deliver closed-end residential mortgage loans into conforming Agency MBS or conforming Cash Forward sales. The fair value of such instruments is determined by the loan commitment groups.difference of current market prices for such traded instruments or available from forward cash delivery commitments and the original traded price for such commitments.
The Corporation also relies on an internal valuation model to estimate the fair value of its forward commitments to sell residential mortgage loans (i.e., an estimate of what the Corporation would receive or pay to terminate the forward delivery contract based on market prices for similar financial instruments), which includes matching specific terms and maturities of the forward commitments against applicable investor pricing available. While there are Level 2 and 3 inputs used in the valuation models, the Corporation has determined that the majority of the inputs significant in the valuation of both of the mortgage derivatives fall within Level 3 of the fair value hierarchy. See Note 14 for additional disclosure regarding the Corporation’s mortgage derivatives.
The table below presents the Corporation’s investment securities available for sale and derivative financial instruments measured at fair value on a recurring basis as of December 31, 2016 and 2015, aggregated by the level in the fair value hierarchy within which those measurements fall.


Assets and Liabilities Measured at Fair Value on a Recurring Basis
 Fair Value Hierarchy December 31, 2016 December 31, 2015
   ($ in Thousands)
Assets:     
Investment securities available for sale:     
U.S. Treasury securities Level 1 $1,000
 $997
Residential mortgage-related securities:     
FNMA / FHLMC Level 2 639,930
 1,414,626
GNMA Level 2 2,004,475
 1,590,003
Private-label Level 2 1,121
 1,709
GNMA commercial mortgage-related securities Level 2 2,028,898
 1,955,310
Other securities (debt and equity) Level 1 1,602
 1,569
Other securities (debt and equity) Level 2 3,000
 3,000
Other securities (debt and equity) Level 3 200
 200
Total investment securities available for sale Level 1 2,602
 2,566
Total investment securities available for sale Level 2 4,677,424
 4,964,648
Total investment securities available for sale Level 3 200
 200
Interest rate-related instruments Level 2 33,671
 29,391
Foreign currency exchange forwards Level 2 2,002
 1,532
Interest rate lock commitments to originate residential mortgage loans held for sale Level 3 206
 958
Forward commitments to sell residential mortgage loans Level 3 2,908
 403
Commodity contracts Level 2 16,725
 1,269
Purchased options (time deposit) Level 2 2,576
 2,715
Liabilities:     
Interest rate-related instruments Level 2 $33,188
 $30,886
Foreign currency exchange forwards Level 2 1,943
 1,398
Commodity contracts Level 2 15,972
 1,146
Written options (time deposit) Level 2 2,576
 2,715
The table below presents a rollforward of the balance sheet amounts for the years ended December 31, 2016 and 2015, for financial instruments measured on a recurring basis and classified within Level 3 of the fair value hierarchy.
 
Investment Securities
Available for Sale
 
Derivative Financial
Instruments
 ($ in Thousands)
Balance December 31, 2014$200
 $(488)
Total net gains included in income:   
Mortgage derivative gain
 1,849
Balance December 31, 2015$200
 $1,361
Total net gains included in income:   
Mortgage derivative gain
 1,753
Balance December 31, 2016$200
 $3,114
For Level 3 assets and liabilities measured at fair value on a recurring basis as of December 31, 2016, the Corporation utilized the following valuation techniques and significant unobservable inputs.
Derivative financial instruments (mortgage derivative — interest rate lock commitments to originate residential mortgage loans held for sale):  The significant unobservable input used in the fair value measurement of the Corporation’s mortgage derivative interest rate lock commitments is the closing ratio, which represents the percentage of loans currently in a lock position which management estimates will ultimately close. The closing ratio calculation takes into consideration historical data and loan-level data, particularly the change in the current interest rates from the time of initial rate lock. The closing ratio is periodically reviewed for reasonableness and


reported to the Associated Mortgage Risk Management Committee. At December 31, 2016, the closing ratio was 90%.
Assets and Liabilities Measured at Fair Value on a Nonrecurring Basis
Following is a description of the valuation methodologies used for the Corporation’s more significant instruments measured on a nonrecurring basis at the lower of amortized cost or estimated fair value, including the general classification of such instruments pursuant to the valuation hierarchy.
Commercial Loans Held forFor Sale:  Loans Commercial loans held for sale which consist generally of current production of certain fixed-rate, first-lien residential mortgage loans, and certain syndicated commercial loans, once a decision has been made to sell such loans, are carried at the lower of cost or estimated fair value. The estimated fair value wasis based on what secondary markets are currently offering for portfolios with similar characteristics,a discounted cash flow analysis, which the Corporation classifies as a Level 2 nonrecurring fair value measurement. The amount by which cost exceeds estimated fair value is accounted for as a market valuation adjustment. A market valuation adjustment occurred on mortgage loans held for sale due to interest rates rising on rate locked loans, while commercial loans held for sale had a valuation adjustment due to deteriorated credit quality on two loans.
Other Real Estate Owned: During 2016 and 2015, certain other real estate owned,OREO: Certain OREO, upon initial recognition, was re-measured and reported at fair value through a charge off to the allowance for loan losses based upon the estimated fair value of the other real estate owned,OREO, less estimated selling costs. The fair value of other real estate owned,OREO, upon initial recognition or subsequent impairment, was estimated using appraised values, which the Corporation classifies as a Level 2 nonrecurring fair value measurement.
125



For Level 3 assets and liabilities measured at fair value on a nonrecurring basis as of December 31, 2016,2019, the Corporation utilized the following valuation techniques and significant unobservable inputs.
Impaired Loans:  The Corporation considers a loan impaired when it is probable that the Corporation will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest. Management has determined that commercial and consumer loan relationships that have nonaccrual status or have had their terms restructured in a troubled debt restructuring meet this impaired loan definition. For individually evaluated impaired loans, the amount of impairment is based upon the present value of expected future cash flows discounted at the loan’s effective interest rate, the estimated fair value of the underlying collateral for collateral-dependent loans, or the estimated liquidity of the note. For individually evaluated impaired loans, the amount of impairment is based upon the present value of expected future cash flows discounted at the loan’s effective interest rate, the estimated fair value of the underlying collateral for collateral-dependent loans, or the estimated liquidity of the note, resulting in an average discount of approximately 20%. See Note 4 for additional information regarding the Corporation’s impaired loans.
Mortgage servicing rights:  Mortgage servicing rightsServicing Rights:  MSRs do not trade in an active, open market with readily observable prices. While sales of mortgage servicing rightsMSRs do occur, the precise terms and conditions typically are not readily available to allow for a “quoted price for similar assets” comparison. Accordingly, the Corporation utilizes an independent valuation from a third party which uses a discounted cash flow model to estimate the fair value of its mortgage servicing rights.MSRs. The valuation model incorporates prepayment assumptions to project mortgage servicing rightsMSRs cash flows based on the current interest rate scenario, which is then discounted to estimate an expected fair value of the mortgage servicing rights.MSRs. The valuation model considers portfolio characteristics of the underlying mortgages, contractually specified servicing fees, prepayment assumptions, discount rate assumptions, delinquency rates, late charges, other ancillary revenue, costs to service, and other economic factors. The Corporation periodically reviews and assesses the underlying inputs and assumptions used in the model. In addition, the Corporation compares its fair value estimates and assumptions to observable market data for mortgage servicing rights,MSRs, where available, and to recent market activity and actual portfolio experience. Due to the nature of the valuation inputs, mortgage servicing rightsMSRs are classified within Level 3 of the fair value hierarchy. The Corporation uses the amortization method (i.e., lower of amortized cost or estimated fair value measured on a nonrecurring basis), not fair value measurement accounting, for its mortgage servicing rightsMSRs assets.


The discounted cash flow analyses that generate expected market prices utilize the observable characteristics of the mortgage servicing rightsMSRs portfolio, as well as certain unobservable valuation parameters. The significant unobservable inputs used in the fair value measurement of the Corporation’s mortgage servicing rightsMSRs are the weighted average constant prepayment rate and weighted average discount rate, which were 10.8% and 9.6% at December 31, 2016, respectively.rate. Significant increases (decreases) in any of those inputs in isolation could result in a significantly lower (higher) fair value measurement.
These parameter assumptions fall within a range that the Corporation, in consultation with an independent third party, believes purchasers of servicing would apply to such portfolios sold into the current secondary servicing market. Discussions are held with members from Treasury and the Community, Consumer, and Business segment to reconcile the fair value estimates and the key assumptions used by the respective parties in arriving at those estimates. The Associated Mortgage Risk Management Committee is responsible for providing control over the valuation methodology and key assumptions. To assess the reasonableness of the fair value measurement, the Corporation also compares the fair value and constant prepayment rate to a value calculated by an independent third party on an annual basis. See Note 5 for additional disclosure regarding the Corporation’s mortgage servicing rights.MSRs.
Equity Securities Without Readily Determinable Fair Values: The Corporation measures equity securities without readily determinable fair values at cost less impairment (if any), plus or minus observable price changes from an identical or similar investment of the same issuer, with such changes recognized in earnings. Included in equity securities without readily determinable fair values are 77,000 Visa Class B restricted shares carried at fair value. These shares are currently subject to certain transfer restrictions and will be convertible into Visa Class A shares upon final resolution of certain litigation matters involving Visa. Based on the current conversion factor, the Corporation expects 77,000 shares of Visa Class B to convert to 124,956 shares of Visa Class A upon the litigation resolution.
In its determination of the new carrying values upon observable price changes, the Corporation will adjust the prices if deemed necessary to arrive at the Corporation's estimated fair values. Such adjustments may include adjustments to reflect the different rights and obligations of similar securities and other adjustments. See Note 3 for additional disclosure regarding the Corporation’s equity securities without readily determinable fair values.
126



The following table presents the carrying value of equity securities without readily determinable fair values still held as of December 31, 2019 that are measured under the measurement alternative and the related adjustments recorded during the periods presented for those securities with observable price changes. These securities are included in the nonrecurring fair value tables when applicable price changes are observable. Also shown are the cumulative upward and downward adjustments for the Corporation's equity securities without readily determinable fair values as of December 31, 2019:

($ in Thousands)
Equity securities without readily determinable fair values
Carrying value as of December 31, 2018$— 
Upward carrying value changes13,444 
Carrying value as of December 31, 2019$13,444 
Cumulative upward carrying value changes between January 1, 2018 and December 31, 2019$13,444 
Cumulative downward carrying value changes between January 1, 2018 and December 31, 2019$— 

The table below presents the Corporation’s loans held for sale, impaired loans, and mortgage servicing rightsassets measured at fair value on a nonrecurring basis, aggregated by the level in the fair value hierarchy within which those measurements fall.fall:
Assets
($ in Thousands)Fair Value HierarchyFair ValueConsolidated Statements of Income Category of
Adjustment Recognized in Income
Adjustment Recognized on the Consolidated Statements of Income
December 31, 2019
Assets
Impaired loans(a)
Level 3  $45,792  
Provision for credit losses(b)
$(66,172) 
OREO(c)
Level 2  3,565  Other noninterest expense  (1,860) 
Mortgage servicing rightsLevel 3  72,532  Mortgage banking, net  (63) 
Equity securitiesLevel 313,444  Investment securities gains (losses), net13,444  
December 31, 2018
Assets
Impaired loans(a)
Level 3  $26,191  
Provision for credit losses(b)
$(14,521) 
OREO(c)
Level 2  2,200  Other noninterest expense  (1,545) 
Mortgage servicing rightsLevel 3  81,012  Mortgage banking, net  545  
(a) Represents individually evaluated impaired loans, net of the related allowance for loan losses.
(b) Represents provision for credit losses on individually evaluated impaired loans.
(c) If the fair value of the collateral exceeds the carrying amount of the asset, no charge off or adjustment is necessary, the asset is not considered to be carried at fair value, and Liabilities Measured at Fair Value on a Nonrecurring Basis
  Income Statement Category of
Adjustment Recognized in Income
Adjustment Recognized in Income
 Fair Value Hierarchy Fair Value
 ($ in Thousands)
December 31, 2016     
Assets:   
Commercial loans held for saleLevel 2 $12,474
Provision for credit losses$(559)
Mortgage loans held for saleLevel 2 108,010
Mortgage banking, net(3,760)
Impaired loans (1)
Level 3 79,270
Provision for credit losses(75,194)
Other real estate ownedLevel 2 9,752
Foreclosure / OREO expense, net(1,091)
Mortgage servicing rightsLevel 3 73,149
Mortgage banking, net200
      
December 31, 2015     
Assets:     
Mortgage loans held for saleLevel 2 $124,915
Mortgage banking, net$(155)
Impaired loans (1)
Level 3 41,891
Provision for credit losses(7,796)
Other real estate ownedLevel 2 10,988
Foreclosure / OREO expense, net(2,653)
Mortgage servicing rightsLevel 3 70,686
Mortgage banking, net425
(1)Represents individually evaluated impaired loans, net of the related allowance for loan losses.

is therefore not included in the table.
Certain nonfinancial assets and nonfinancial liabilities measured at fair value on a nonrecurring basis include the fair value analysis in the second step of a goodwill impairment test, and intangible assets and other nonfinancial long-lived assets measured at fair value for impairment assessment.

The Corporation's significant Level 3 measurements which employ unobservable inputs that are readily quantifiable pertain to MSRs and impaired loans.

The table below presents information about these inputs and further discussion is found above:
December 31, 2019Valuation TechniqueSignificant Unobservable InputWeighted Average Input Applied
Mortgage servicing rightsDiscounted cash flow Discount rate 9% 
Mortgage servicing rightsDiscounted cash flow Constant prepayment rate 12% 
Impaired loansAppraisals / Discounted cash flow Collateral / Discount factor 44% 

127



Fair Value of Financial Instruments:Instruments
The Corporation is required to disclose estimated fair values for its financial instruments.
Fair value estimates methods, and assumptions are set forth below for the Corporation’s financial instruments.instruments:
 December 31, 2019December 31, 2018
($ in Thousands)Fair Value Hierarchy LevelCarrying AmountFair ValueCarrying AmountFair Value
Financial assets
Cash and due from banks Level 1  $373,380  $373,380  $507,187  $507,187  
Interest-bearing deposits in other financial institutions Level 1  207,624  207,624  221,226  221,226  
Federal funds sold and securities purchased under agreements to resell Level 1  7,740  7,740  148,285  148,285  
Investment securities held to maturityLevel 1  999  1,018  —  —  
Investment securities held to maturityLevel 2  2,204,084  2,275,447  2,740,511  2,710,271  
Investment securities available for sale Level 1  —  —  999  999  
Investment securities available for saleLevel 2  3,262,586  3,262,586  3,945,943  3,945,943  
Equity securities with readily determinable fair valuesLevel 1  1,646  1,646  1,568  1,568  
Equity securities without readily determinable fair valuesLevel 3  13,444  13,444  —  —  
FHLB and Federal Reserve Bank stocksLevel 2  227,347  227,347  250,534  250,534  
Residential loans held for saleLevel 2  136,280  136,280  64,321  64,321  
Commercial loans held for saleLevel 2  15,000  15,000  14,943  14,943  
Loans, netLevel 3  22,620,068  22,399,621  22,702,406  22,317,395  
Bank and corporate owned life insuranceLevel 2  671,948  671,948  663,203  663,203  
Derivatives (other assets)(a)
Level 2  101,778  101,778  89,052  89,052  
Interest rate lock commitments to originate residential mortgage loans held for sale (other assets)Level 3  2,527  2,527  2,208  2,208  
Financial liabilities
Noninterest-bearing demand, savings, interest-bearing demand, and money market accountsLevel 3  $21,156,261  $21,156,261  $22,081,992  $22,081,992  
Brokered CDs and other time deposits(b)
Level 2  2,622,803  2,622,803  2,815,401  2,815,401  
Short-term funding(c)
Level 2  465,113  465,113  157,074  157,074  
Long-term fundingLevel 2  549,343  588,774  795,611  826,612  
FHLB advancesLevel 2  3,180,967  3,207,793  3,574,371  3,565,572  
Standby letters of credit(d)
Level 2  2,710  2,710  2,482  2,482  
Derivatives (accrued expenses and other liabilities)(a)
Level 2  36,745  36,745  87,817  87,817  
Forward commitments to sell residential mortgage loans (accrued expenses and other liabilities) Level 3  710  710  2,072  2,072  
   December 31, 2016 December 31, 2015
 Fair Value Hierarchy Level Carrying Amount Fair Value Carrying Amount Fair Value
   
   ($ in Thousands)
Financial assets:         
Cash and due from banks Level 1 $446,558
 $446,558
 $374,921
 $374,921
Interest-bearing deposits in other financial institutions Level 1 149,175
 149,175
 79,764
 79,764
Federal funds sold and securities purchased under agreements to resell Level 1 46,500
 46,500
 19,000
 19,000
Investment securities held to maturityLevel 2 1,273,536
 1,264,674
 1,168,230
 1,184,442
Investment securities available for sale Level 1 2,602
 2,602
 2,566
 2,566
Investment securities available for saleLevel 2 4,677,424
 4,677,424
 4,964,648
 4,964,648
Investment securities available for saleLevel 3 200
 200
 200
 200
FHLB and Federal Reserve Bank stocksLevel 2 140,001
 140,001
 147,240
 147,240
Loans held for saleLevel 2 120,484
 120,484
 124,915
 124,915
Loans, netLevel 3 19,776,381
 19,680,317
 18,440,079
 18,389,832
Bank owned life insuranceLevel 2 585,290
 585,290
 583,019
 583,019
Derivatives (trading and other assets)Level 2 54,974
 54,974
 34,907
 34,907
Derivatives (trading and other assets)Level 3 3,114
 3,114
 1,361
 1,361
Financial liabilities:         
Noninterest-bearing demand, savings, interest-bearing demand, and money market accountsLevel 3 $20,282,321
 $20,282,321
 $19,444,863
 $19,444,863
Brokered CDs and other time depositsLevel 2 1,606,127
 1,606,127
 1,562,802
 1,564,464
Short-term fundingLevel 2 1,092,035
 1,092,035
 834,416
 834,416
Long-term fundingLevel 2 2,761,795
 2,791,841
 2,676,164
 2,728,112
Standby letters of credit (1)
Level 2 2,566
 2,566
 2,954
 2,954
Derivatives (trading and other liabilities)Level 2 53,679
 53,679
 36,145
 36,145
(1)The commitment on standby letters of credit was $260 million and $297 million at December 31, 2016 and 2015, respectively. See Note 16 for additional information on the standby letters of credit and for information on the fair value of lending-related commitments.
Cash(a) Figures presented gross before netting. See Note 14 and due from banks, interest-bearing deposits in other financial institutions,Note 15 for information relating to the impact of offsetting derivative assets and federal funds soldliabilities and securities purchased under agreements to resell—For these short-term instruments,cash collateral with the carrying amountsame counterparty where there is a reasonable estimate of fair value.legally enforceable master netting agreement in place.
Investment securities (held to maturity and available for sale)—The fair value of investment securities is based on quoted prices in active markets, or if quoted prices are not available for a specific security, then fair values are estimated by using pricing models, quoted prices of securities with similar characteristics, or discounted cash flows.
FHLB and Federal Reserve Bank stocks—The carrying amount is a reasonable fair value estimate for the Federal Reserve Bank and FHLB stocks given their “restricted” nature (i.e., the stock can only be sold back to the respective institutions (FHLB or Federal Reserve Bank) or another member institution at par).
Loans held for sale—The fair value estimation process for the loans held for sale portfolio is segregated by loan type. The estimated fair value for mortgage loans held for sale was based on what secondary markets are currently


offering for portfolios with similar characteristics. The estimated fair value for commercial loans held for sale was based on a discounted cash flow analysis.
Loans, net—The fair value estimation process for the loan portfolio uses an exit price concept and reflects discounts the Corporation believes are consistent with liquidity discounts in the market place. Fair values are estimated for portfolios of loans with similar financial characteristics. Loans are segregated by type such as commercial and industrial, real estate construction, commercial real estate (owner occupied and investor), residential mortgage, home equity, and other consumer. The fair value of loans is estimated by discounting the future cash flows using the current rates at which similar loans would be made to borrowers with similar credit ratings and for similar maturities. The fair value analysis also included other assumptions to estimate fair value, intended to approximate those a market participant would use in an orderly transaction, with adjustments for discount rates, interest rates, liquidity, and credit spreads, as appropriate.
Bank owned life insurance—The fair value of bank owned life insurance approximates the carrying amount, because upon liquidation of these investments, the Corporation would receive the cash surrender value which equals the carrying amount.
Deposits—The fair value of deposits with no stated maturity such as noninterest-bearing demand, savings, interest-bearing demand, and money market accounts, is equal to the amount payable on demand as of the balance sheet date. The fair value of Brokered CDs and other time deposits is based on the discounted value of contractual cash flows. The discount rate is estimated using the rates currently offered for deposits of similar remaining maturities. However, if(b) When the estimated fair value of Brokered CDs and other time deposits is less than the carrying value, the carrying value is reported as the fair value.
Short-term funding—(c) The carrying amount is a reasonable estimate of fair value for existing short-term funding.
Long-term funding—Rates currently available to(d) The commitment on standby letters of credit was $278 million and $256 million at December 31, 2019 and 2018, respectively. See Note 16 for additional information on the Corporationstandby letters of credit and for debt with similar terms and remaining maturities are used to estimateinformation on the fair value of existing long-term funding.lending-related commitments.
Standby letters of credit—The fair value of standby letters of credit represents deferred fees arising from the related off-balance sheet financial instruments. These deferred fees approximate the fair value of these instruments and are based on several factors, including the remaining terms of the agreement and the credit standing of the customer.
Derivatives (trading and other)—A detailed description of the Corporation's derivative instruments can be found under the "Assets and Liabilities Measured at Fair Value on a Recurring Basis" section of this footnote.
Limitations—Fair value estimates are made at a specific point in time, based on relevant market information and information about the financial instrument. These estimates do not reflect any premium or discount that could result from offering for sale at one time the Corporation’s entire holdings of a particular financial instrument. Because no market exists for a significant portion of the Corporation’s financial instruments, fair value estimates are based on judgments regarding future expected loss experience, current economic conditions, risk characteristics of various financial instruments, and other factors. These estimates are subjective in nature and involve uncertainties and matters of significant judgment and, therefore, cannot be determined with precision. Changes in assumptions could significantly affect the estimates.


Note 19 Regulatory Matters
Restrictions on Cash and Due From Banks
The Corporation’s bank subsidiary is required to maintain certain vault cash and reserve balances with the Federal Reserve Bank to meet specific reserve requirements. These requirements approximated $115$189 million at December 31, 2016.2019.
Regulatory Capital Requirements
The Corporation and its subsidiary bank are subject to various regulatory capital requirements administered by the federal banking agencies. Failure to meet minimum capital requirements can initiate certain mandatory and possible additional discretionary actions by regulators that, if undertaken, could have a direct material effect on the Corporation’s financial statements. Under capital adequacy guidelines and the regulatory framework for prompt corrective action, the Corporation must meet specific capital guidelines that involve quantitative measures of the Corporation’s assets, liabilities, and certain off-balanceoff-
128



balance sheet items as calculated under regulatory accounting practices. The Corporation’s capital amounts and classification are also subject to qualitative judgments by the regulators about components, risk weightings, and other factors.
Quantitative measures established by regulation to ensure capital adequacy require the Corporation to maintain minimum amounts and ratios (set forth in the table below) of total and Common equity Tier 1 capital (as defined in the regulations) to risk-weighted assets (as defined), and of Tier 1 capital (as defined) to average assets (as defined). Management believes, as of December 31, 20162019 and 2015,2018, that the Corporation meets all capital adequacy requirements to which it is subject.
For additional information on the capital requirements applicable for the Corporation and the Bank, please see Part I, Item 1.
As of December 31, 20162019 and 2015,2018, the most recent notifications from the Office of the Comptroller of the CurrencyOCC and the Federal Deposit Insurance CorporationFDIC categorized the subsidiary bank as well capitalized under the regulatory framework for prompt corrective action. To be categorized as well capitalized, the subsidiary bank must maintain minimum ratios as set forth in the table. There are no conditions or events since that notification that management believes have changed the institution’s category. The actual capital amounts and ratios of the Corporation and its significant subsidiary are presented below. No deductions from capital were made for interest rate risk in 2019 or 2018.
 ActualFor Capital Adequacy
Purposes
To Be Well Capitalized
Under Prompt Corrective
Action Provisions(b)
($ in Thousands)Amount
Ratio(a)
Amount
Ratio(a)
Amount    
Ratio(a)    
As of December 31 , 2019
Associated Banc-Corp
Total capital$3,208,625  13.21 %$1,943,711   ≥8.00 %
Tier 1 capital2,736,776  11.26 %1,457,783   ≥6.00 %
Common equity Tier 1 capital2,480,698  10.21 %1,093,337   ≥4.50 %
Leverage2,736,776  8.83 %1,239,431  4.00 %
Associated Bank, N.A.
Total capital$2,892,650  11.95 %$1,936,732  8.00 %$2,420,915  10.00 %
Tier 1 capital2,669,372  11.03 %1,452,549   ≥6.00 %1,936,732  8.00 %
Common equity Tier 1 capital2,469,578  10.20 %1,089,412   ≥4.50 %1,573,595  6.50 %
Leverage2,669,372  8.63 %1,236,565  4.00 %1,545,706  5.00 %
As of December 31 , 2018
Associated Banc-Corp
Total capital$3,216,575  13.49 %$1,907,403  8.00 %
Tier 1 capital2,705,939  11.35 %1,430,553   ≥6.00 %
Common equity Tier 1 capital2,449,721  10.27 %1,072,914   ≥4.50 %
Leverage2,705,939  8.49 %1,275,048   ≥4.00 %
Associated Bank, N.A.
Total capital$2,909,064  12.25 %$1,900,536  8.00 %$2,375,671  10.00 %
Tier 1 capital2,646,705  11.14 %1,425,402  6.00 %1,900,536  8.00 %
Common equity Tier 1 capital2,446,782  10.30 %1,069,052   ≥4.50 %1,544,186  6.50 %
Leverage2,646,705  8.32 %1,272,804   ≥4.00 %1,591,006  5.00 %
(a) When fully phased-in on January 1, 2019, the Basel III capital rules included a capital conservation buffer of 2.5% that was added on top of each of the minimum risk-based capital ratios noted above. Implementation began on January 1, 2016 or 2015.at the 0.625% level and has increased each subsequent January 1, until it reached 2.5% on January 1, 2019.

(b) Prompt corrective action provisions are not applicable at the bank holding company level.

129



 Actual
For Capital Adequacy
Purposes
To Be Well Capitalized
Under Prompt Corrective
Action Provisions:(2)
 Amount
Ratio(1)
Amount
Ratio(1)
Amount    
Ratio(1)    
 ($ in Thousands)
As of December 31 , 2016        
Associated Banc-Corp        
Total capital$2,706,760
12.68%$1,707,276
 ≥8.00%   
Tier 1 capital2,191,798
10.27
1,280,457
 ≥6.00%   
Common equity Tier 1 capital2,032,587
9.52
960,343
 ≥4.50%   
Leverage2,191,798
7.83
1,119,685
4.00%   
Associated Bank, N.A.        
Total capital$2,565,062
12.07%$1,700,737
8.00%$2,125,921
10.00%
Tier 1 capital2,298,812
10.81
1,275,553
 ≥6.00%1,700,737
8.00%
Common equity Tier 1 capital2,098,812
9.87
956,664
 ≥4.50%1,381,849
6.50%
Leverage2,298,812
8.24
1,115,731
4.00%1,394,663
5.00%
As of December 31 , 2015        
Associated Banc-Corp        
Total capital$2,515,861
12.62%$1,594,397
8.00%   
Tier 1 capital2,016,861
10.12
1,195,798
 ≥6.00%   
Common equity Tier 1 capital1,897,944
9.52
896,848
 ≥4.50%   
Leverage2,016,861
7.60
1,061,325
 ≥4.00%   
Associated Bank, N.A.        
Total capital$2,532,563
12.76%$1,588,070
8.00%$1,985,088
10.00%
Tier 1 capital2,283,785
11.50
1,191,053
6.00%1,588,070
8.00%
Common equity Tier 1 capital2,084,589
10.50
893,289
 ≥4.50%1,290,307
6.50%
Leverage2,283,785
8.64
1,057,228
 ≥4.00%1,321,535
5.00%
(1)When fully phased-in on January 1, 2019, the Basel III capital rules include a capital conservation buffer of 2.5% that is added on top of each of the minimum risk-based capital ratios noted above. Implementation began on January 1, 2016 at the 0.625% level and will increase each subsequent January 1, until it reaches 2.5% on January 1, 2019.
(2)Prompt corrective action provisions are not applicable at the bank holding company level.


Note 20 Earnings Per Common Share
See Note 1 for the Corporation’s accounting policy on earnings per common share. Presented below are the calculations for basic and diluted earnings per common share.share:
 For the Years Ended December 31,
 ($ in Thousands, except per share data)201920182017
Net income$326,790  $333,562  $229,264  
Preferred stock dividends(15,202) (10,784) (9,347) 
Net income available to common equity311,587  322,779  219,917  
Common shareholder dividends(111,091) (104,981) (75,967) 
Unvested share-based payment awards(713) (537) (450) 
Undistributed earnings199,784  217,260  143,500  
Undistributed earnings allocated to common shareholders198,424  216,199  142,593  
Undistributed earnings allocated to unvested share-based payment awards1,360  1,060  907  
Undistributed earnings$199,784  $217,260  $143,500  
Basic
Distributed earnings to common shareholders$111,091  $104,981  $75,967  
Undistributed earnings allocated to common shareholders198,424  216,199  142,593  
Total common shareholders earnings, basic$309,514  $321,181  $218,560  
Diluted
Distributed earnings to common shareholders$111,091  $104,981  $75,967  
Undistributed earnings allocated to common shareholders198,424  216,199  142,593  
Total common shareholders earnings, diluted$309,514  $321,181  $218,560  
Weighted average common shares outstanding$160,534  $167,345  $150,877  
Effect of dilutive common stock awards1,398  1,985  2,038  
Effect of dilutive common stock warrants—  402  732  
Diluted weighted average common shares outstanding$161,932  $169,732  $153,647  
Basic earnings per common share$1.93  $1.92  $1.45  
Diluted earnings per common share$1.91  $1.89  $1.42  
 For the Years Ended December 31,
 2016 2015 2014
 (In thousands, except per share data)
Net income$200,274
 $188,301
 $190,509
Preferred stock dividends(8,903) (7,155) (5,002)
Net income available to common equity$191,371
 $181,146
 $185,507
Common shareholder dividends(67,100) (61,774) (58,123)
Unvested share-based payment awards(755) (626) (587)
Undistributed earnings$123,516
 $118,746
 $126,797
Undistributed earnings allocated to common shareholders122,205
 117,498
 125,646
Undistributed earnings allocated to unvested share-based payment awards1,311
 1,248
 1,151
Undistributed earnings$123,516
 $118,746
 $126,797
Basic     
Distributed earnings to common shareholders$67,100
 $61,774
 $58,123
Undistributed earnings allocated to common shareholders122,205
 117,498
 125,646
Total common shareholders earnings, basic$189,305
 $179,272
 $183,769
Diluted     
Distributed earnings to common shareholders$67,100
 $61,774
 $58,123
Undistributed earnings allocated to common shareholders122,205
 117,498
 125,646
Total common shareholders earnings, diluted$189,305
 $179,272
 $183,769
Weighted average common shares outstanding148,769
 149,350
 157,286
Effect of dilutive common stock awards1,192
 1,253
 968
Diluted weighted average common shares outstanding149,961
 150,603
 158,254
Basic earnings per common share$1.27
 $1.20
 $1.17
Diluted earnings per common share$1.26
 $1.19
 $1.16
Options to purchaseAnti-dilutive common stock options of approximately 3 million at the year ended December 31, 2019, 2 million at the year ended December 31, 2018, and 1 million 1 million, and 2 million shares were outstanding atfor the year ended December 31, 2016, 2015, and 2014, respectively, but2017, were excluded from the calculation of diluted earnings per common share as the effect would have been anti-dilutive. Warrants to purchase approximately 4 million shares were outstanding at December 31, 2016, 2015, and 2014, respectively, but excluded from the calculation of diluted earnings per common shares as the effect would have been anti-dilutive.calculation.
Note 21 Segment Reporting
The Corporation utilizes a risk-based internal profitability measurement system to provide strategic business unit reporting. The profitability measurement system is based on internal management methodologies designed to produce consistent results and reflect the underlying economics of the units. Certain strategic business units have been combined for segment information reporting purposes where the nature of the products and services, the type of customer and the distribution of those products and services are similar. The three3 reportable segments are Corporate and Commercial Specialty; Community, Consumer, and Business; and Risk Management and Shared Services. The financial information of the Corporation’s segments has been compiled utilizing the accounting policies described in Note 1, with certain exceptions. The more significant of these exceptions are described herein.

The reportable segment results are presented based on the Corporation's internal management accounting process. The management accounting policies and processes utilized in compiling segment financial information are highly subjective and, unlike financial accounting, are not based on authoritative guidance similar to U.S. GAAP. As a result, reported segments and the financial information of the reported segments are not necessarily comparable with similar information reported by other financial institutions. Furthermore, changes in management structure or allocation methodologies and procedures may result in changes in previously reported segment financial data. Additionally, the information presented is not indicative of how the segments would perform if they operated as independent entities.

To determine financial performance of each segment, the Corporation allocates FTP assignments, the provision for credit losses, certain noninterest expenses, income tax, and equity to each segment. Allocation methodologies are subject to periodic
130



adjustment as the internal management accounting system is revised, the interest rate environment evolves, and business or product lines within the segments change. Also, because the development and application of these methodologies is a dynamic process, the financial results presented may be periodically reviewed.
The Corporation allocates net interest income using an internal FTP methodology that charges users of funds (assets) and credits providers of funds (liabilities, primarily deposits) based on the maturity, prepayment, and / or repricingre-pricing characteristics of the assets and liabilities. The net effect of this allocation is recordedoffset in the Risk Management and Shared Services segment.
During 2015,segment to ensure the Corporation adopted an enhanced FTP methodology utilizing, new, more granular deposit information which incorporatedconsolidated total reflects the additional dimension of vintage (based on time from when the deposit account was opened) for determining the funds credit on non-maturity deposits. The new deposit information demonstrated that deposit accounts with the Corporation for a longer period of time had a lower attrition rate, warranting a higher crediting rate (based on a longer-term segment of the yield curve) to reflect the long-term value such deposits provide to the Corporation. This new methodology resulted in an additional $30 million in allocatedCorporation's net interest income. The net FTP allocation is reflected as net intersegment interest income to(expense) in the Corporate and Commercial Specialty and Community, Consumer, and Business segments for 2015. Prior periods have not been restated for this enhanced FTP methodology due to the impracticability of estimating the impact of the change for prior periods.accompanying tables.
A credit provision is allocated to segments based on the expected long-term annual net charge off rates attributable to the credit risk of loans managed by the segment during the period. In contrast, the level of the consolidated provision for credit losses is determined based on an incurred loss model using the methodologies described in Note 1 to assess the overall appropriateness of the allowance for loan losses and the allowance for unfunded commitments. The net effect of the credit provision is recorded in Risk Management and Shared Services. Indirect expenses incurred by certain centralized support areas are allocated to segments based on actual usage (for example, volume measurements) and other criteria. Certain types of administrative expenseexpenses and bank-wide expense accruals (including amortization of core deposit and other intangible assets associated with acquisitions) are generally not allocated to segments. Income taxes are allocated to segments based on the Corporation’s estimated effective tax rate, with certain segments adjusted for any tax-exempt income or non-deductible expenses, the net tax residual is recorded in Risk Management and Shared Services. Equity is allocated to the segments based on regulatory capital requirements and in proportion to an assessment of the inherent risks associated with the business of the segment (including interest, credit and operating risk).
The management accounting policies and processes utilized in compiling segment financial information are highly subjective and, unlike financial accounting, are not based on authoritative guidance similar to U.S. generally accepted accounting principles. As a result, reported segments and the financial information of the reported segments are not necessarily comparable with similar information reported by other financial institutions. Furthermore, changes in management structure or allocation methodologies and procedures may result in changes in previously reported segment financial data. During 2016, certain presentation changes were made and, accordingly, 2015 and 2014 results have been restated and presented on a comparable basis, except as noted above for the enhanced FTP methodology.
A description of each business segment is presented below.
Corporate and Commercial Specialty —Specialty: The Corporate and Commercial Specialty segment serves a wide range of customers including larger businesses, developers, not-for-profits, municipalities, and financial institutions. In serving this segment we compete based on an in-depth understanding of our customers’ financial needs, the ability to match market competitive solutions to those needs, and the highest standards of relationship and service excellence in the delivery of these services. Delivery of services is provided through our corporate and commercial units, our commercial real estate unit, as well as our specialized industries and commercial financial services units. Within this segment we provide the following products and services: (1) lending solutions, such as commercial loans and lines of credit, commercial real estate financing, construction loans, letters of credit, leasing, asset based lending, and, for our larger clients, loan syndications; (2) deposit and cash management solutions such as commercial checking and interest-bearing deposit products, cash vault and night depository services, liquidity solutions, payables and receivables solutions, and information services, and (3) specialized financial services such as interest rate risk management, foreign exchange solutions, and commodity hedging.


Community, Consumer, and Business — Business: The Community, Consumer, and Business segment serves individuals, as well as small and mid-sized businesses. In serving this segment we compete based on providing a broad range of solutions to meet the needs of our customers in their entire financial lifecycle, convenient access to our services through multiple channels such as branches, phone based services, online and mobile banking, and a relationship based business model which assists our customers in navigating any changes and challenges in their financial circumstances. Delivery of services is provided through our various consumer banking, community banking, and private client units. Within this segment we provide the following products and services: (1) lending solutions such as residential mortgages, home equity loans and lines of credit, personal and installment loans, real estate financing, business loans, and business lines of credit; (2) deposit and transactional solutions such as checking, credit, debit and pre-paid cards, online banking and bill pay, and money transfer services; (3) investable funds solutions such as savings, money market deposit accounts, IRA accounts, certificates of deposit, fixed and variable annuities, full-service, discount and on-line investment brokerage; investment advisory services; trust and investment management accounts; (4) insurance and benefits related products and services; and (5) fiduciary services such as administration of pension, profit-sharing and other employee benefit plans, fiduciary and corporate agency services, and institutional asset management.
Risk Management and Shared Services — Services: The Risk Management and Shared Services segment includes Corporate Risk Management, Credit Administration, Finance, Treasury, Operations and Technology, which are key shared functions. The segment also includes Parent Company activity, intersegment eliminations and residual revenue and expenses, representing the difference between actual amounts incurred and the amounts allocated to operating segments, including interest rate risk residuals (FTP mismatches) and credit risk and provision residuals (long term credit charge mismatches). The earning assets within this segment include the Corporation’s investment portfolio, and capital includes both allocated and any remaining unallocated capital. All acquisition costs are included in this segment.

131




Information about the Corporation’s segments is presented below.below:
Corporate and Commercial Specialty
For the Years Ended December 31,
($ in Thousands)201920182017
Net interest income$450,532  $457,613  $360,789  
Net intersegment interest income (expense)(76,064) (56,356) (3,737) 
Segment net interest income374,467  401,258  357,051  
Noninterest income53,282  52,321  52,297  
Total revenue427,749  453,578  409,348  
Credit provision52,382  44,592  42,298  
Noninterest expense156,348  160,399  156,890  
Income (loss) before income taxes219,019  248,587  210,160  
Income tax expense (benefit)41,209  47,850  71,655  
Net income$177,809  $200,737  $138,505  
Allocated goodwill$525,836  $524,525  $428,000  

Community, Consumer, and Business
For the Years Ended December 31,
($ in Thousands)201920182017
Net interest income$332,850  $357,245  $316,008  
Net intersegment interest income (expense)103,468  87,737  45,353  
Segment net interest income436,318  444,982  361,361  
Noninterest income307,750  295,647  266,250  
Total revenue744,067  740,629  627,611  
Credit provision20,043  20,083  20,400  
Noninterest expense547,423  541,771  490,567  
Income (loss) before income taxes176,601  178,775  116,645  
Income tax expense (benefit)37,105  37,543  40,826  
Net income$139,496  $141,232  $75,819  
Allocated goodwill$650,394  $644,498  $548,238  

Risk Management and Shared Services
For the Years Ended December 31,
($ in Thousands)201920182017
Net interest income$52,292  $64,722  $64,423  
Net intersegment interest income (expense)(27,403) (31,382) (41,615) 
Segment net interest income24,889  33,341  22,808  
Noninterest income19,793  7,600  14,133  
Total revenue44,682  40,941  36,941  
Credit provision(56,425) (64,675) (36,698) 
Noninterest expense(a)
90,217  119,629  61,677  
Income (loss) before income taxes10,890  (14,013) 11,962  
Income tax expense (benefit)1,405  (5,606) (2,978) 
Net income$9,484  $(8,407) $14,941  
Allocated goodwill$—  $—  $—  

132



Consolidated Total
Segment Income Statement Data 
Corporate and
Commercial
Specialty
Community,
Consumer, and
Business
Risk Management
and Shared Services
Consolidated
Total
For the Years Ended December 31,
For the Years Ended December 31,($ in Thousands)
2016 
($ in Thousands)($ in Thousands)201920182017
Net interest income$328,603
$350,551
$28,119
$707,273
Net interest income$835,674  $879,580  $741,220  
Net intersegment interest income (expense)Net intersegment interest income (expense)—  —  —  
Segment net interest incomeSegment net interest income835,674  879,580  741,220  
Noninterest income47,776
277,942
27,165
352,883
Noninterest income380,824  355,568  332,680  
Total revenue376,379
628,493
55,284
1,060,156
Total revenue1,216,498  1,235,148  1,073,900  
Credit provision*50,397
24,185
(4,582)70,000
Credit provisionCredit provision16,000  —  26,000  
Noninterest expense148,493
502,285
51,782
702,560
Noninterest expense793,988  821,799  709,133  
Income before income taxes177,489
102,023
8,084
287,596
Income (loss) before income taxesIncome (loss) before income taxes406,509  413,349  338,767  
Income tax expense (benefit)59,261
35,708
(7,647)87,322
Income tax expense (benefit)79,720  79,786  109,503  
Net income$118,228
$66,315
$15,731
$200,274
Net income$326,790  $333,562  $229,264  
Return on average allocated capital (ROCET1)**11.0%10.5%2.8%9.9%
2015 
Net interest income$310,072
$349,134
$17,072
$676,278
Noninterest income46,742
265,503
17,112
329,357
Total revenue356,814
614,637
34,184
1,005,635
Credit provision*41,913
25,614
(30,027)37,500
Noninterest expense141,912
492,284
64,151
698,347
Income before income taxes172,989
96,739
60
269,788
Income tax expense (benefit)59,200
33,859
(11,572)81,487
Net income$113,789
$62,880
$11,632
$188,301
Return on average allocated capital (ROCET1)**11.6%9.8%2.1%9.9%
2014 
Net interest income$296,717
$310,444
$73,806
$680,967
Noninterest income49,213
221,430
20,218
290,861
Total revenue345,930
531,874
94,024
971,828
Credit provision*46,857
23,934
(54,791)16,000
Noninterest expense148,476
463,235
68,072
679,783
Income before income taxes150,597
44,705
80,743
276,045
Income tax expense50,039
15,647
19,850
85,536
Net income$100,558
$29,058
$60,893
$190,509
Return on average allocated capital (ROCET1)**11.1%5.1%13.9%9.9%
Allocated goodwillAllocated goodwill$1,176,230  $1,169,023  $976,239  

(a) For the year ended December 31, 2019, the Risk Management and Shared Services segment includes approximately $7 million of acquisition related costs. For the year ended December 31, 2018, the Risk Management and Shared Services segment includes approximately $29 million of acquisition related costs within noninterest expense and approximately $2 million of acquisition related asset losses, net of asset gains within noninterest income.

133



Segment Balance Sheet Data    
 
Corporate and
Commercial
Specialty
Community,
Consumer, and
Business
Risk Management
and Shared Services
Consolidated
Total
Average Balance for:($ in Thousands)
2016    
Average earning assets$10,178,813
$9,309,028
$6,538,820
$26,026,661
Average loans10,169,300
9,307,723
173,644
19,650,667
Average deposits5,904,238
11,451,759
3,649,775
21,005,772
Average allocated capital (CET1)**$1,070,598
$629,540
$240,253
$1,940,391
2015    
Average earning assets$9,383,971
$8,810,015
$6,377,101
$24,571,087
Average loans9,374,191
8,809,673
68,400
18,252,264
Average deposits5,856,530
10,898,602
3,147,955
19,903,087
Average allocated capital (CET1)**$977,406
$640,181
$216,010
$1,833,597
2014    
Average earning assets$8,927,401
$7,840,352
$5,992,375
$22,760,128
Average loans8,915,498
7,840,352
83,144
16,838,994
Average deposits5,148,195
10,061,495
2,437,394
17,647,084
Average allocated capital (CET1)**$903,500
$564,303
$402,806
$1,870,609
* The consolidated credit provision is equal to the actual reported provision for credit losses.
** The Federal Reserve establishes capital adequacy requirements for the Corporation. Average allocated capital represents average common equity Tier 1, as defined by the Federal Reserve. For segment reporting purposes, the ROCET1, a non-GAAP financial measure, reflects return on average allocated common equity Tier 1 (“CET1”). The ROCET1 for the Risk Management and Shared Services segment and the Consolidated Total is inclusive of the annualized effect of the preferred stock dividends.


Note 22 Accumulated Other Comprehensive Income (Loss)
The following table summarizes the components of accumulated other comprehensive income (loss) at December 31, 2016, 2015,2019, 2018, and 2014,2017 respectively, including changes during the years then ended andas well as any reclassifications out of accumulated other comprehensive income (loss) during:
($ in Thousands)Investment
Securities
Available
For Sale
Defined Benefit
Pension and
Postretirement
Obligations
Accumulated
Other
Comprehensive
Income (Loss)
Balance, December 31, 2016$(20,079) $(34,600) $(54,679) 
Other comprehensive income (loss) before reclassifications(27,040) 14,273  (12,767) 
Amounts reclassified from accumulated other comprehensive income (loss)
Personnel expense—  (148) (148) 
Other expense—  2,282  2,282  
Interest income(2,665) —  (2,665) 
Income tax (expense) benefit11,331  (6,112) 5,219  
Net other comprehensive income (loss) during period(18,374) 10,295  (8,079) 
Balance, December 31, 2017$(38,453) $(24,305) $(62,758) 
Other comprehensive income (loss) before reclassifications$(39,891) $(28,612) $(68,503) 
Amounts reclassified from accumulated other comprehensive income (loss)
Investment securities losses (gains), net1,985  —  1,985  
Personnel expense—  (148) (148) 
Other expense—  2,203  2,203  
Interest income(572) —  (572) 
Adjustment for adoption of ASU 2016-01(84) —  (84) 
Adjustment for adoption of ASU 2018-02(8,419) (5,235) (13,654) 
Income tax (expense) benefit9,791  6,767  16,558  
Net other comprehensive income (loss) during period(37,189) (25,025) (62,214) 
Balance, December 31, 2018$(75,643) $(49,330) $(124,972) 
Other comprehensive income (loss) before reclassifications$111,592  $16,296  $127,887  
Amounts reclassified from accumulated other comprehensive income (loss)
Investment securities losses (gains), net(5,957) —  (5,957) 
Personnel expense—  (148) (148) 
Other expense—  476  476  
Interest income895  —  895  
Income tax (expense) benefit(26,898) (4,465) (31,363) 
Net other comprehensive income (loss) during period79,631  12,158  91,789  
Balance, December 31, 2019$3,989  $(37,172) $(33,183) 

134



Note 23 Revenue Recognition

Revenue is recognized when obligations under the years ended December 31, 2016, 2015,terms of a contract with the Corporation's customer are satisfied. Revenue is measured as the amount of consideration we expect to receive in exchange for transferring goods or providing services. We do not have any material significant payment terms as payment is received at or shortly after the satisfaction of the performance obligation.

The Corporation's disaggregated revenue by major source is presented below:

Corporate and Commercial Specialty
For the Years Ended December 31,
($ in Thousands)201920182017
Service charges and deposit account fees$12,883  $14,981  $16,006  
Card-based fees(a)
1,373  1,334  1,125  
Other revenue1,002  694  811  
 Noninterest Income (in-scope of Topic 606)$15,258  $17,009  $17,941  
Noninterest Income (out-of-scope of Topic 606)38,024  35,311  34,355  
 Total Noninterest Income$53,282  $52,321  $52,297  

Community, Consumer, and Business
For the Years Ended December 31,
($ in Thousands)201920182017
 Insurance commissions and fees$89,091  $89,472  $81,468  
Wealth management fees(b)
83,467  82,341  70,126  
Service charges and deposit account fees50,203  51,025  48,344  
Card-based fees(a)
38,349  38,439  33,849  
Other revenue10,952  11,087  10,095  
 Noninterest Income (in-scope of Topic 606)$272,062  $272,363  $243,883  
Noninterest Income (out-of-scope of Topic 606)35,687  23,284  22,367  
 Total Noninterest Income$307,750  $295,647  $266,250  

Risk Management and Share Services
For the Years Ended December 31,
($ in Thousands)201920182017
 Insurance commissions and fees$13  $39  $ 
Wealth management fees(b)
—  222  —  
Service charges and deposit account fees49  69  77  
Card-based fees(a)
190  37  23  
Other revenue675  345  245  
 Noninterest Income (in-scope of Topic 606)$926  $712  $351  
Noninterest Income (out-of-scope of Topic 606)18,866  6,889  13,783  
 Total Noninterest Income$19,793  $7,600  $14,133  

Consolidated Total
For the Years Ended December 31,
($ in Thousands)201920182017
 Insurance commissions and fees$89,104  $89,511  $81,474  
Wealth management fees(b)
83,467  82,562  70,126  
Service charges and deposit account fees63,135  66,075  64,427  
Card-based fees(a)
39,912  39,810  34,997  
Other revenue12,629  12,126  11,151  
 Noninterest Income (in-scope of Topic 606)$288,247  $290,084  $262,175  
Noninterest Income (out-of-scope of Topic 606)92,577  65,484  70,505  
 Total Noninterest Income$380,824  $355,568  $332,680  
(a) Certain card-based fees are out-of-scope of Topic 606.
(b) Includes trust, asset management, brokerage, and 2014, respectively.annuity fees.


135



 
Investments
Securities
Available
For Sale
Defined Benefit
Pension and
Postretirement
Obligations
Accumulated
Other
Comprehensive
Income (Loss)
 ($ in Thousands)
Balance December 31, 2013$(11,396)$(12,848)$(24,244)
Other comprehensive income (loss) before reclassifications49,038
(18,428)30,610
Amounts reclassified from accumulated other comprehensive income (loss):   
Investment securities gain, net(494)
(494)
Personnel expense
1,407
1,407
Income tax (expense) benefit(18,636)6,507
(12,129)
Net other comprehensive income (loss) during period29,908
(10,514)19,394
Balance December 31, 2014$18,512
$(23,362)$(4,850)
Other comprehensive loss before reclassifications(20,439)(17,892)(38,331)
Amounts reclassified from accumulated other comprehensive income (loss):   
Investment securities gain, net(8,133)
(8,133)
Personnel expense
2,306
2,306
Interest income(555)
(555)
Income tax benefit11,074
5,873
16,947
Net other comprehensive loss during period(18,053)(9,713)(27,766)
Balance December 31, 2015$459
$(33,075)$(32,616)
Other comprehensive loss before reclassifications(17,900)(6,141)(24,041)
Amounts reclassified from accumulated other comprehensive loss:   
Investment securities gain, net(9,316)
(9,316)
Personnel expense
3,801
3,801
Interest income(5,887)
(5,887)
Income tax benefit12,565
815
13,380
Net other comprehensive loss during period(20,538)(1,525)(22,063)
Balance December 31, 2016$(20,079)$(34,600)$(54,679)

Below is a listing of performance obligations for the Corporation's main revenue streams:

Revenue StreamNoninterest income in-scope of Topic 606
Insurance commissions and feesThe Corporation's insurance revenue has two distinct performance obligations. The first performance obligation is the selling of the policy as an agent for the carrier. This performance obligation is satisfied upon binding of the policy. The second performance obligation is the ongoing servicing of the policy which is satisfied over the life of the policy. For employee benefits, the payment is typically received monthly. For property and casualty, payments can vary, but are typically received at, or in advance, of the policy period.
Service charges and deposit account feesService charges on deposit accounts consist of monthly service fees (i.e. business analysis fees and consumer service charges) and other deposit account related fees. The Corporation's performance obligation for monthly service fees is generally satisfied, and the related revenue recognized, over the period in which the service is provided. Other deposit account related fees are largely transactional based, and therefore, the Corporation's performance obligation is satisfied, and related revenue recognized, at a point in time. Payment for service charges on deposit accounts is primarily received immediately or in the following month through a direct charge to the customers’ accounts.
Card-based fees(a)
Card-based fees are primarily comprised of debit and credit card income, ATM fees, and merchant services income. Debit and credit card income is primarily comprised of interchange fees earned whenever the Corporation's debit and credit cards are processed through card payment networks. ATM and merchant fees are largely transactional based, and therefore, the Corporation's performance obligation is satisfied, and related revenue recognized, at a point in time. Payment is typically received immediately or in the following month.
Trust and asset management fees(b)
Trust and asset management income is primarily comprised of fees earned from the management and administration of trusts and other customer assets. The Corporation's performance obligation is generally satisfied over time and the resulting fees are recognized monthly, based upon the month-end market value of the assets under management and the applicable fee rate. Payment is generally received a few days after month end through a direct charge to the customers’ accounts. The Corporation's performance obligation for these transactional-based services is generally satisfied, and related revenue recognized, at a point in time (i.e., as incurred). Payment is received shortly after services are rendered.
Brokerage and advisory fees(b)
Brokerage and advisory fees primarily consists of investment advisory, brokerage, retirement services, and annuities. The Corporation's performance obligation for investment advisory services and retirement services is generally satisfied, and the related revenue recognized, over the period in which the services are provided. The performance obligation for annuities is satisfied upon sale of the annuity, and therefore, the related revenue is primarily recognized at the time of sale. Payment for these services are typically received immediately or in advance of the service.
REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM(a) Certain card-based fees are out-of-scope of Topic 606.
(b) Trust and asset management fees and brokerage and advisory fees are included in wealth management fees.
Arrangements with Multiple Performance Obligations
The Corporation's contracts with customers may include multiple performance obligations. For such arrangements, we allocate revenue to each performance obligation based on its relative standalone selling price. We generally determine standalone selling prices based on the expected cost plus margin.

Note 24 Recent Developments
On February 4, 2020, the Corporation's Board of Directors declared a regular quarterly cash dividend of $0.18 per common share, payable on March 16, 2020 to shareholders of record at the close of business on March 2, 2020. The Board of Directors also declared a regular quarterly cash dividend of $0.3828125 per depositary share on Associated Banc-Corp's 6.125% Series C Perpetual Preferred Stock, payable on March 16, 2020 to shareholders of record at the close of business on March 2, 2020. The Board of Directors also declared a regular quarterly cash dividend of $0.3359375 per depositary share on Associated's 5.375% Series D Perpetual Preferred Stock, payable on March 16, 2020 to shareholders of record at the close of business on March 2, 2020. The Board of Directors also declared a regular quarterly cash dividend of $0.3671875 per depositary share on Associated's 5.875% Series E Perpetual Preferred Stock, payable on March 16, 2020 to shareholders of record at the close of business on March 2, 2020.



136











Report of Independent Registered Public Accounting Firm

To the Stockholders and StockholdersBoard of Directors
Associated Banc-Corp:


Opinion on the Consolidated Financial Statements

We have audited the accompanying consolidated balance sheets of Associated Banc-Corp and subsidiaries (the Company) as of December 31, 20162019 and 2015, and2018, the related consolidated statements of income, comprehensive income, changes in stockholders’ equity, and cash flows for each of the years in the three‑year period ended December 31, 2016. 2019, and the related notes (collectively, the consolidated financial statements). In our opinion, the consolidated financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2019 and 2018, and the results of its operations and its cash flows for each of the years in the three‑year period ended December 31, 2019, in conformity with U.S. generally accepted accounting principles.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the Company’s internal control over financial reporting as of December 31, 2019, based on criteria established in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission, and our report dated February 11, 2020 expressed an unqualified opinion on the effectiveness of the Company’s internal control over financial reporting.


Basis for Opinion

These consolidated financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on these consolidated financial statements based on our audits. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company 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 Public Company Accounting Oversight Board (United States).PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement. An audit includesmisstatement, whether due to error or fraud. Our audits 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 supportingregarding the amounts and disclosures in the consolidated financial statements. An auditOur audits also includes assessingincluded evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statement presentation.statements. We believe that our audits provide a reasonable basis for our opinion.
In our opinion,

137



Critical Audit Matter

The critical audit matter communicated below is a matter arising from the current period audit of the consolidated financial statements referredthat was communicated or required to above present fairly,be communicated to the audit committee and that: (1) relates to accounts or disclosures that are material to the consolidated financial statements and (2) involved our especially challenging, subjective, or complex judgments. The communication of a critical audit matter does not alter in all material respects,any way our opinion on the consolidated financial positionstatements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Assessment of Associated Banc-Corpthe allowance for loan losses related to loans collectively evaluated for impairment

As discussed in Notes 1 and subsidiaries4 to the consolidated financial statements, the Company's allowance for loan losses related to loans collectively evaluated for impairment (ALL) was $185.2 million of a total allowance for loan losses of $201.4 million as of December 31, 20162019. The Company estimated the ALL using a historical loss methodology that estimates the probability of default (PD) and 2015,loss given default (LGD), which are based on loan grades for commercial loans and credit reports for consumer loans. Such amounts are adjusted for qualitative factors.

We identified the assessment of the ALL as a critical audit matter because it involved significant measurement uncertainty requiring complex auditor judgment, and knowledge and experience in the industry. The assessment of the ALL encompassed the evaluation of the ALL methodology, including the methodologies used to estimate (1) the PD and LGD and their key factors and assumptions, including the loan grades for commercial loans, credit reports for consumer loans, the historical loan loss and delinquency experience, the loss emergence periods, and how loans with similar risk characteristics are segmented and (2) the qualitative factors. The assessment also included an evaluation of the mathematical accuracy of certain ALL calculations.

The primary procedures we performed to address the critical audit matter included the following. We tested certain internal controls over the Company's ALL process, including controls related to the (1) development and approval of the ALL methodology, (2) determination of the key factors and assumptions used to estimate the PD and LGD including the loan grades for commercial loans, credit reports for consumer loans, historical loan loss and delinquency experience, how loans with similar risk characteristics are segmented, and the results of their operations and their cash flows for eachloss emergence periods, (3) development of the years inqualitative factors, and (4) calculation of the three‑year period ended December 31, 2016, in conformityALL. We evaluated the Company's process to develop the ALL by testing certain sources of data, factors, and assumptions that the Company used, and considered the relevance and reliability of such data, factors, and assumptions, and tested the mathematical accuracy of certain calculations of the ALL. In addition, we involved credit risk professionals with specialized industry knowledge and experience, who assisted in:

evaluating the Company's ALL methodology for compliance with U.S. generally accepted accounting principles.principles,
We also have audited, in accordance withevaluating the standardsappropriateness of the Public Company Accounting Oversight Board (United States), Associated Banc-Corp's internal control over financial reporting asmethodology used to develop the key assumptions for the PD and LGD including loan grades for commercial loans, credit reports for consumer loans, and the historical loan loss and delinquency experience,
evaluating the methodology used to develop the loss emergence periods,
determining whether loans were segmented by similar risk characteristics,
evaluating the methodology used to develop the resulting qualitative factors and the effect of December 31, 2016, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO), and our report dated February 6, 2017 expressed an unqualified opinionthose factors on the effectivenessALL, and
evaluating individual loan grades for a selection of Associated Banc-Corp’s internal control over financial reporting.commercial loan relationships.


/s/ KPMG LLP


We have served as the Company’s auditor since 1983.

Chicago, Illinois
February 6, 2017

11, 2020




138



ITEM 9.CHANGES IN AND DISAGREEMENTS WITH ACCOUNTANTS ON ACCOUNTING AND FINANCIAL DISCLOSUREChanges in and Disagreements with Accountants on Accounting and Financial Disclosure
None.

ITEM 9A.CONTROLS AND PROCEDURESControls and Procedures
The Corporation maintains disclosure controls and procedures as required under Rule 13a-15(e) and Rule 15d-15(e) promulgated under the Securities Exchange Act of 1934, as amended, (the “Exchange Act”), that are designed to ensure that information required to be disclosed in our Exchange Act reports is recorded, processed, summarized and reported within the time periods specified in the SEC’s rules and forms, and that such information is accumulated and communicated to the Corporation’s management, including its Chief Executive Officer and Chief Financial Officer, as appropriate, to allow timely decisions regarding required disclosure.
As of December 31, 2016,2019, the Corporation’s management carried out an evaluation, under the supervision and with the participation of the Corporation’s Chief Executive Officer and Chief Financial Officer, of the effectiveness of its disclosure controls and procedures. Based on the foregoing, its Chief Executive Officer and Chief Financial Officer concluded that the Corporation’s disclosure controls and procedures were effective as of December 31, 2016.2019. No changes were made to the Corporation’s internal control over financial reporting (as defined Rule 13a-15(f) and Rule 15d-15(f) promulgated under the Exchange Act) during the last fiscal quarter that have materially affected, or are reasonably likely to materially affect, the Corporation’s internal control over financial reporting.
Management’s Annual Report on Internal Control Over Financial Reporting
Management of Associated Banc-Corp 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 the Corporation’s financial statements for external purposes in accordance with generally accepted accounting principles. Internal control over financial reporting is defined in Rules 13a-15(f) and 15d-15(f) promulgated under the Securities Exchange Act of 1934, as amended (the “Exchange Act”).Act.
As of December 31, 2016,2019, management assessed the effectiveness of the Corporation’s internal control over financial reporting based on criteria for effective internal control over financial reporting established in “InternalInternal Control — Integrated Framework (2013), issued by the Committee of Sponsoring Organization of the Treadway Commission (COSO). Based on this assessment, management has determined that the Corporation’s internal control over financial reporting as of December 31, 2016,2019, was effective.
KPMG LLP, the independent registered public accounting firm that audited the consolidated financial statements of the Corporation included in this Annual Report on Form 10-K, has issued an attestation report on the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2016.2019. The report, which expresses an unqualified opinion on the effectiveness of the Corporation’s internal control over financial reporting as of December 31, 2016,2019, is included below under the heading “ReportReport of Independent Registered Public Accounting Firm.


REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM
The
139










Report of Independent Registered Public Accounting Firm

To the Stockholders and Board of Directors and Stockholders
Associated Banc-Corp:

Opinion on Internal Control Over Financial Reporting

We have audited Associated Banc-Corp’sBanc-Corp and subsidiaries’ (the Company) internal control over financial reporting as of December 31, 2016,2019, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO). Commission. In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2019, based on criteria established in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission.

We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheets of the Company as of December 31, 2019 and 2018, the related consolidated statements of income, comprehensive income, changes in stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 2019, and the related notes (collectively, the consolidated financial statements), and our report dated February 11, 2020 expressed an unqualified opinion on those consolidated financial statements.

Basis for Opinion

The Company’s management is responsible 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 Management’s Annual Report on Internal Control Overover Financial Reporting. Our responsibility is to express an opinion on the Company’s internal control over financial reporting based on our audit. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company 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 audit in accordance with the standards of the Public Company Accounting Oversight Board (United States).PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether effective internal control over financial reporting was maintained in all material respects. 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 audit also included performing such other procedures as we considered necessary in the circumstances. We believe that our audit provides a reasonable basis for our opinion.

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
140



in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (2) 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 (3) 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.
In our opinion, Associated Banc-Corp maintained, in all material respects, effective internal control over financial reporting as of December 31, 2016, based on criteria established in Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).
We also have audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States), the consolidated balance sheets of Associated Banc-Corp and subsidiaries as of December 31, 2016 and 2015, and the related consolidated statements of income, comprehensive income, changes in stockholders’ equity, and cash flows for each of the years in the three-year period ended December 31, 2016, and our report dated February 6, 2017 expressed an unqualified opinion on those consolidated financial statements.
/s/ KPMG LLP


Chicago, Illinois
February 6, 2017

11, 2020



141



ITEM 9B.OTHER INFORMATIONOther Information
None.
PART III

ITEM 10.DIRECTORS, EXECUTIVE OFFICERS AND CORPORATE GOVERNANCEDirectors, Executive Officers and Corporate Governance
The information in the Corporation’s definitive Proxy Statement, prepared for the 20172020 Annual Meeting of Shareholders, which contains information concerning this item under the captions “ElectionElection of Directors”Directors and “InformationInformation About the Board of Directors”;Directors; and information concerning Section 16(a) compliance under the caption “SectionDelinquent Section 16(a) Beneficial Ownership Reporting Compliance”Reports is incorporated herein by reference. Information relating to the Corporation’s executive officers is set forth in Part I of this report.
Our Code of Business Conduct and Ethics, Corporate Governance Guidelines, committee charters for standing committees of the Board and other governance documents are all available on our website, www.associatedbank.com, "Investor Relations," "Governance Documents." We will disclose on our website amendments to or waivers from our Code of Ethics in accordance with all applicable laws and regulations. Information contained on any of our websites is not deemed to be a part of this Annual Report.

ITEM 11.EXECUTIVE COMPENSATIONExecutive Compensation
The information in the Corporation’s definitive Proxy Statement, prepared for the 20172020 Annual Meeting of Shareholders, which contains information concerning this item, under the captions “ExecutiveExecutive Compensation — Compensation Discussion and Analysis,” “Director Director Compensation,” “Compensation Compensation and Benefits Committee Interlocks and Insider Participation, and “CompensationCompensation and Benefits Committee Report”Report is incorporated herein by reference.

ITEM 12.SECURITY OWNERSHIP OF CERTAIN BENEFICIAL OWNERS AND MANAGEMENT AND RELATED STOCKHOLDER MATTERSSecurity Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters
The information in the Corporation’s definitive Proxy Statement, prepared for the 20172020 Annual Meeting of Shareholders, which contains information concerning this item, under the captions “Stock Ownership”Stock Ownership and “EquityEquity Compensation Plan Information is incorporated herein by reference.
Equity Compensation Plan Information
December 31, 2019(a)
Number of Securities to be Issued Upon Exercise of Outstanding Options, Warrants, and Rights
(b)
Weighted-Average Exercise Price of Outstanding Options, Warrants, and Rights
(c)
Number of Securities Remaining Available for Future Issuance Under Equity Compensation Plans (excluding securities reflected in column (a))
Plan Category
Equity compensation plan approved by security holders5,542,954  $20.13  7,561,080  
Equity compensation plans not approved by security holders—  —  —  
Total5,542,954  $20.13  7,561,080  


ITEM 13.CERTAIN RELATIONSHIPS AND RELATED TRANSACTIONS, AND DIRECTOR INDEPENDENCECertain Relationships and Related Transactions, and Director Independence
The information in the Corporation’s definitive Proxy Statement, prepared for the 20172020 Annual Meeting of Shareholders, which contains information concerning this item under the captions “RelatedRelated Party Transactions, and “InformationInformation about the Board of Directors, is incorporated herein by reference.

ITEM 14.PRINCIPAL ACCOUNTING FEES AND SERVICESPrincipal Accounting Fees and Services
The information in the Corporation’s definitive Proxy Statement, prepared for the 20172020 Annual Meeting of Shareholders, which contains information concerning this item under the caption “FeesFees Paid to Independent Registered Public Accounting Firm, is incorporated herein by reference.


142



PART IV

ITEM 15.EXHIBITS AND FINANCIAL STATEMENT SCHEDULESExhibits and Financial Statement Schedules
(a)    1 and 2 Financial Statements and Financial Statement Schedules
The following financial statements and financial statement schedules are included under a separate caption “FinancialFinancial Statements and Supplementary Data”Data in Part II, Item 8 hereof and are incorporated herein by reference.
Consolidated Balance Sheets — December 31, 20162019 and 20152018
Consolidated Statements of Income — For the Years Ended December 31, 2016, 2015,2019, 2018, and 20142017
Consolidated Statements of Comprehensive Income — For the Years Ended December 31, 2016, 2015,2019, 2018, and 20142017
Consolidated Statements of Changes in Stockholders’ Equity — For the Years Ended December 31, 2016, 2015,2019, 2018, and 20142017
Consolidated Statements of Cash Flows — For the Years Ended December 31, 2016, 2015,2019, 2018, and 20142017
Notes to Consolidated Financial Statements
Report of Independent Registered Public Accounting Firm
(a)    3 Exhibits Required by Item 601 of Regulation S-K
Exhibit
Number
Description
Exhibit
Number
Description
(3)(a)
(3)(a)Amended and Restated Articles of Incorporation
(3)(b)Articles of Amendment to the Amended and Restated Articles of Incorporation of Associated Banc-Corp with respect to its 8.00% Perpetual Preferred Stock, Series B, dated September 12, 2011Exhibit (3.1) to Report on Form 8-K filed on September 15, 2011
(3)(c)Articles of Amendment to the Amended and Restated Articles of Incorporation of Associated Banc-Corp with respect to its 6.125% Non-Cumulative Perpetual Preferred Stock, Series C, dated June 4, 2015
(3)(d)(c)Articles of Amendment to the Amended and Restated Articles of Incorporation of Associated Banc-Corp regarding the rights and preferences of preferred stock, effective April 25, 2012
(3)(e)(d)Articles of Amendment to the Amended and Restated Articles of Incorporation of Associated Banc-Corp with respect to its 6.125% Non-Cumulative Perpetual Preferred Stock, Series C, dated June 4, 2015Exhibit (3.1, 4.1) to Report on Form 8-K filed on June 8, 2015
(3)(f)Articles of Correction filed with the Wisconsin Department of Financial Institutions on June 14, 2016
(3)(g)(e)Certificate Related to Series A Preferred Stock dated August 15, 2016
(3)(h)(f)Articles of Amendment to the Amended and Restated Articles of Incorporation of Associated Banc-Corp with respect to its 5.375% Non-Cumulative Perpetual Preferred Stock, Series D, dated September 12, 2016
(3)(i)Amended and Restated BylawsExhibit (3) to Report on Form 10-Q filed on November 1, 2013


(3)(j)(g)Amended and Restated Bylaws of Associated Banc-Corp
(3)(h)Articles of Amendment to the Amended and Restated Articles of Incorporation of Associated Banc-Corp with respect to its 5.875% Non-Cumulative Perpetual Preferred Stock, Series E, dated September 21, 2018
(3)(i)Certificate relating to the Series B Preferred Stock dated October 23, 2018
(4)(a)Instruments Defining the Rights of Security Holders, Including Indentures
The Parent Company, by signing this report, agrees to furnish the SEC, upon its request, a copy of any instrument that defines the rights of holders of long-term debt of the Corporation and its consolidated and unconsolidated subsidiaries for which consolidated or unconsolidated financial statements are required to be filed and that authorizes a total amount of securities not in excess of 10% of the total assets of the Corporation on a consolidated basis
(4)(b)Indenture, dated as of March 14, 2011, between Associated Banc-Corp and The Bank of New York Mellon Trust Company, N.A.
(4)(c)Global Note dated as of March 28, 2011 representing $300,000,000 5.125% Senior Notes due 2016
143



Exhibit
Number
Description
(4)(d)Global Note dated as of September 13, 2011 representing $130,000,000 5.125% Senior Notes due 2016
(4)(e)Deposit Agreement, dated September 14, 2011, among Associated Banc-Corp, Wells Fargo Bank, N.A. and the holders from time to time of the Depositary Receipts described therein, and Form of Depositary ReceiptExhibit (4.2) to Report on Form 8-K filed on September 15, 2011
(4)(f)Warrant Agreement for 3,983,308 Warrants, dated as of November 30, 2011, between Associated Banc-Corp and Wells Fargo Bank, N.A.Exhibit (4.1) to Report on Form 8-A filed on December 1, 2011
(4)(g)Specimen Warrant for 3,983,308 WarrantsExhibit (4.2) to Report on Form 8-A filed on December 1, 2011
(4)(h)Subordinated Indenture, dated as of November 13, 2014, between Associated Banc-Corp and The Bank of New York Mellon Trust Company, N.A., as trustee
(4)(i)(f)Global Note dated as of November 13, 2014 representing $250,000,000 2.750% Senior Notes due 2019Exhibit (4.2) to Report on Form 8-K filed on November 18, 2014
(4)(j)Global Note dated as of November 13, 2014 representing $250,000,000 4.250% Subordinated Note due 2025
(4)(k)(g)Deposit Agreement, dated June 8, 2015, among Associated Banc-Corp, Wells Fargo Bank, N.A. and the holders from time to time of the Depositary Receipts described therein, and form of Depositary Receipt
(4)(l)(h)Deposit Agreement, dated September 15, 2016, among Associated Banc-Corp, Wells Fargo Bank, N.A., and the holders from time to time of the Depositary Receipts described therein, and form of Depositary Receipt
(4)(i)Deposit Agreement, dated September 26, 2018, among Associated Banc-Corp, Equiniti Trust Company and the holders from time to time of the Depositary Receipts described therein, and form of Depositary Receipt

(4)(j)Description of Associated Banc-Corp’s Securities
*(10)(a)Associated Banc-Corp 1987 Long-Term Incentive Stock Plan, Amended and Restated Effective January 1, 2008
*(10)(b)Associated Banc-Corp 1999 Long-Term Incentive Stock Plan, Amended and Restated Effective January 1, 2008
*(10)(c)Associated Banc-Corp 2003 Long-Term Incentive Stock Plan, Amended and Restated Effective January 1, 2008




144



Exhibit
Number
Description
Exhibit
Number
Description
*(10)(d)Associated Banc-Corp Deferred Compensation Plan
*(10)(e)Associated Banc-Corp Directors’ Deferred Compensation Plan, Restated Effective January 1, 2008December 4, 2018
*(10)(f)Associated Banc-Corp Deferred Compensation Plan, Restated Effective November 16, 2015
*(10)(g)Amendment to Associated Banc-Corp 2003 Long-Term Incentive Stock Plan effective November 15, 2009
*(10)(h)Associated Banc-Corp 2010 Incentive Compensation Plan
*(10)(i)Associated Banc-Corp 2013 Incentive Compensation Plan
*(10)(j)Associated Banc-Corp 2017 Incentive Compensation PlanForm of Restricted Stock AgreementExhibit (10.1)
*(10)(k)Form of Non-Qualified Stock Option Agreement
*(10)(l)Associated Banc-Corp Change of Control Plan, Restated Effective September 28, 2011
*(10)(m)Associated Banc-Corp Supplemental Executive Retirement Plan for Philip B. Flynn
*(10)(n)Form of Performance-Based Restricted Stock Unit Agreement
*(10)(o)Supplemental Executive Retirement Plan, Restated Effective January 22, 2013
*(10)(p)Supplemental Executive Retirement Plan, Restated Effective November 16, 2015
(11)*(10)(q)Form of 2013 Incentive Compensation Plan Restricted Unit AgreementStatement Re Computation of Per Share EarningsSee Note 20 in Part II Item 8
(21)*(10)(r)Form of Amendment to 2013 Incentive Compensation Plan Restricted Unit Agreement
*(10)(s)Form of Change of Control Agreement, by and among Associated Banc-Corp and the executive officers of Associated Banc-Corp.

*(10)(t)Form of Associated Banc-Corp 2017 Incentive Compensation Plan Restricted Stock Agreement
(18)Preferability Letter from KPMG regarding a change in accounting method dated October 31, 2019
(21)Subsidiaries of Associated Banc-Corp
(23)Consent of Independent Registered Public Accounting Firm
(24)Powers of Attorney
(31.1)Certification Under Section 302 of Sarbanes-Oxley by Philip B. Flynn, Chief Executive Officer
(31.2)Certification Under Section 302 of Sarbanes-Oxley by Christopher J. Del Moral-Niles, Chief Financial Officer
(32)Certification by the Chief Executive Officer and Chief Financial Officer Pursuant to 18 U.S.C. Section 1350, as Adopted Pursuant to Section 906 of Sarbanes-Oxley.
(101)Interactive data files pursuant to Rule 405 of Regulation S-T: (i) Consolidated Balance Sheets, (ii) Consolidated Statements of Income, (iii) Consolidated Statements of Comprehensive Income, (iv) Consolidated Statements of Changes in Stockholders’ Equity, (v) Consolidated Statements of Cash Flows, and (vi) Notes to Consolidated Financial Statements.Filed herewith
(104)Cover page interactive data file (formatted as inline XBRL and contained in Exhibit 101)Filed herewith

*Management contracts and arrangements.
Schedules and exhibits other than those listed are omitted for the reasons that they are not required, are not applicable or that equivalent information has been included inon the financial statements and notes thereto or elsewhere within.



145



ITEM 16.FORMForm 10-K SUMMARYSummary
Not applicable.
SIGNATURESSignatures
Pursuant to the requirements of Section 13 or 15(d) 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.
ASSOCIATED BANC-CORP
ASSOCIATED BANC-CORP
Date: February 6, 201711, 2020By:/s/    Philip B. Flynn            
Philip B. Flynn
President and 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
SignatureTitleDate
/s/    Philip B. Flynn
President and Chief Executive Officer

(Principal Executive Officer)
February 6, 201711, 2020
Philip B. Flynn
/s/    Christopher J. Del Moral-NilesChief Financial Officer and
(
Principal Accounting OfficerFinancial Officer)
February 6, 201711, 2020
Christopher J. Del Moral-Niles
/s/    Tammy C. StadlerPrincipal Accounting OfficerFebruary 11, 2020
Tammy C. Stadler
Directors: John F. Bergstrom, Michael T. Crowley Jr., Philip B. Flynn, R. Jay Gerken, Judith P. Greffin, Michael J. Haddad, William R. Hutchinson, Robert A. Jeffe, Eileen A. Kamerick, Gale E. Klappa, Richard T. Lommen, Cory L. Nettles, Karen T. van Lith, and John (Jay) B. Williams
By:/s/    Randall J. Erickson
Randall J. Erickson
As Attorney-In-Fact*

*Pursuant to authority granted by powers of attorney, copies of which are filed herewith.


149
146