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ASSOCIATED BANC-CORP

For the period ended Dec 31, 2023. Filed Feb 8, 2024.

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A company's yearly report to the SEC, with audited financial statements. It is the fullest account a company gives of its business, its finances and the risks it sees.

FY2023 · Filed Feb 8, 2024

ASB$30.36-0.6%Stored close · as of Nov 6, 2026

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Item 8. Financial Statements and Supplementary Data

ITEM 8.Financial Statements and Supplementary Data
December 31,
(In thousands, except share and per share data)20232022
Assets
Cash and due from banks$484,384$436,952
Interest-bearing deposits in other financial institutions425,089156,693
Federal funds sold and securities purchased under agreements to resell14,35027,810
AFS investment securities, at fair value3,600,8922,742,025
HTM investment securities, net, at amortized cost3,860,1603,960,398
Equity securities41,65125,216
FHLB and Federal Reserve Bank stocks, at cost229,171295,496
Residential loans held for sale33,01120,383
Commercial loans held for sale90,303—
Loans29,216,21828,799,569
Allowance for loan losses(351,094)(312,720)
Loans, net28,865,12428,486,849
Tax credit and other investments258,067276,773
Premises and equipment, net372,978376,906
Bank and corporate owned life insurance682,649676,530
Goodwill1,104,9921,104,992
Other intangible assets, net40,47149,282
Mortgage servicing rights, net84,39077,351
Interest receivable169,569144,449
Other assets658,604547,621
Total assets$41,015,855$39,405,727
Liabilities and stockholders' equity
Noninterest-bearing demand deposits$6,119,956$7,760,811
Interest-bearing deposits27,326,09321,875,343
Total deposits33,446,04929,636,154
Federal funds purchased and securities sold under agreements to repurchase326,780585,139
Commercial paper—20,798
FHLB advances1,940,1944,319,861
Other long-term funding541,269248,071
Allowance for unfunded commitments34,77638,776
Accrued expenses and other liabilities552,814541,438
Total liabilities$36,841,882$35,390,237
Stockholders’ equity
Preferred equity$194,112$194,112
Common equity
Common stock$1,752$1,752
Surplus1,714,8221,712,733
Retained earnings2,946,8052,904,882
Accumulated other comprehensive (loss)(171,096)(272,799)
Treasury stock, at cost(512,421)(525,190)
Total common equity3,979,8613,821,378
Total stockholders’ equity4,173,9734,015,490
Total liabilities and stockholders’ equity$41,015,855$39,405,727
Preferred shares authorized (par value $1.00 per share)750,000750,000
Preferred shares issued and outstanding200,000200,000
Common shares authorized (par value $0.01 per share)250,000,000250,000,000
Common shares issued175,216,409175,216,409
Common shares outstanding151,036,674150,444,019
For the Years Ended December 31,
(In thousands, except per share data)202320222021
Interest income
Interest and fees on loans$1,720,406$992,642$693,729
Interest and dividends on investment securities
Taxable146,00675,44437,916
Tax-exempt63,23365,69158,710
Other interest28,40811,4757,833
Total interest income1,958,0521,145,252798,189
Interest expense
Interest on deposits673,62498,30918,622
Interest on federal funds purchased and securities sold under agreements to repurchase12,2383,480143
Interest on other short-term funding1222
Interest on FHLB advances196,53575,48736,493
Interest on long-term funding36,08010,65317,053
Total interest expense918,479187,93172,334
Net interest income1,039,573957,321725,855
Provision for credit losses83,02132,998(88,011)
Net interest income after provision for credit losses956,552924,323813,866
Noninterest income
Wealth management fees82,50284,12289,854
Service charges and deposit account fees49,04562,31064,406
Card-based fees45,02044,01443,014
Other fee-based revenue17,26815,90317,086
Capital markets, net24,64929,91730,602
Mortgage banking, net19,42918,87350,751
Loss on mortgage portfolio sale(136,239)——
Bank and corporate owned life insurance10,26611,43113,254
Asset gains, net4541,33811,009
Investment securities (losses) gains, net(58,903)3,746(16)
Gains on sale of branches, net(a)——1,038
Other9,69110,71511,366
Total noninterest income63,182282,370332,364
Noninterest expense
Personnel468,355454,101426,687
Technology102,01890,70081,689
Occupancy57,20459,79463,513
Business development and advertising28,40525,52521,149
Equipment19,66319,63221,104
Legal and professional19,91118,25021,923
Loan and foreclosure costs5,4085,9258,143
FDIC assessment67,07222,65018,150
Other intangible amortization8,8118,8118,844
Other36,83741,67538,721
Total noninterest expense813,682747,063709,924
Income before income taxes206,052459,630436,307
Income tax expense23,09793,50885,313
Net income182,956366,122350,994
Preferred stock dividends11,50011,50017,111
Net income available to common equity$171,456$354,622$333,883
Earnings per common share
Basic$1.14$2.36$2.20
Diluted$1.13$2.34$2.18
Average common shares outstanding
Basic149,968149,162150,773
Diluted150,860150,496151,987

(a) Includes the deposit premium on the sale of branches net of miscellaneous costs to sell. See Note 2 Acquisitions and Dispositions for additional details on the branch sales.

For the Years Ended December 31,
($ in thousands)202320222021
Net income$182,956$366,122$350,994
Other comprehensive income (loss), net of tax
AFS investment securities
Net unrealized gains (losses)41,145(250,273)(63,714)
Unrealized (losses) on AFS securities transferred to HTM securities—(67,604)—
Amortization of net unrealized losses on AFS securities transferred to HTM securities9,0259,8701,551
Reclassification adjustment for net losses realized in net income64,9401,92216
Income tax (expense) benefit(30,560)78,15915,557
Other comprehensive income (loss) on AFS investment securities84,550(227,926)(46,591)
Cash flow hedge derivatives
Net unrealized gains (losses)(13,254)3,626—
Reclassification adjustment for net losses (gains) realized in net income13,930(212)—
Income tax (expense)(956)(54)—
Other comprehensive income (loss) on cash flow hedge derivatives(280)3,360—
Defined benefit pension and postretirement obligations
Amortization of prior service cost(326)(325)(148)
Plan amendments——1,494
Net actuarial gain (loss)24,091(51,745)25,519
Amortization of actuarial loss (gain)(29)6584,594
Income tax (expense) benefit(6,304)13,495(7,803)
Other comprehensive income (loss) on defined benefit pension and postretirement obligations17,432(37,917)23,656
Total other comprehensive income (loss)101,703(262,483)(22,935)
Comprehensive income$284,659$103,639$328,059

Consolidated Statements of Changes in Stockholders’ Equity

(In thousands, except per share data) · Preferred Equity · Common Stock
Shares · Amount · Shares · Amount · Surplus · RetainedEarnings · AccumulatedOtherComprehensiveIncome (Loss) · Treasury Stock · Total
Balance, December 31, 2020364$353,512175,216$1,752$1,720,329$2,458,920$12,618$(456,198)$4,090,933
Comprehensive income:
Net income—————350,994——350,994
Other comprehensive (loss)——————(22,935)—(22,935)
Comprehensive income$328,059
Redemption of preferred stock(164)(160,317)———(4,141)——(164,458)
Common stock issued:
Stock-based compensation plans, net————(22,069)——47,77125,702
Purchase of treasury stock, open market purchases———————(132,955)(132,955)
Purchase of treasury stock, stock-based compensation plans———————(4,847)(4,847)
Cash dividends:—
Common stock, $0.76 per share—————(116,061)——(116,061)
Preferred stock(a)—————(17,111)——(17,111)
Stock-based compensation expense, net————15,591———15,591
Balance, December 31, 2021200$193,195175,216$1,752$1,713,851$2,672,601$(10,317)$(546,229)$4,024,853
Change in accounting principle(b)—————1,713——1,713
Total shareholder's equity at beginning of period, as adjusted200$193,195175,216$1,752$1,713,851$2,674,314$(10,317)$(546,229)$4,026,566
Comprehensive income:
Net income—————366,122——366,122
Other comprehensive (loss)——————(262,483)—(262,483)
Comprehensive income$103,639
Common stock issued:
Stock-based compensation plans, net————(17,397)——28,45811,061
Purchase of treasury stock, stock-based compensation plans———————(6,480)(6,480)
Cash dividends:
Common stock, $0.81 per share—————(123,137)——(123,137)
Preferred stock(c)—————(11,500)——(11,500)
Stock-based compensation expense, net————16,280———16,280
Other—916———(916)—(938)(938)
Balance, December 31, 2022200$194,112175,216$1,752$1,712,733$2,904,882$(272,799)$(525,190)$4,015,490
Comprehensive income:
Net income—————182,956——$182,956
Other comprehensive income——————101,703—101,703
Comprehensive income$284,659
Common stock issued:
Stock-based compensation plans, net————(15,065)——19,3624,297
Purchase of treasury stock, stock-based compensation plans———————(6,593)(6,593)
Cash dividends:
Common stock, $0.85 per share—————(129,534)——(129,534)
Preferred stock(c)—————(11,500)——(11,500)
Stock-based compensation expense, net————17,155———17,155
Balance, December 31, 2023200$194,112175,216$1,752$1,714,822$2,946,805$(171,096)$(512,421)$4,173,973

(a) Series C, $0.70252 per share; Series D, $0.95613 per share; Series E, $1.46875 per share; and Series F, $1.40625 per share.

(b) MSRs at December 31, 2021 were carried at LOCOM. On January 1, 2022, the Corporation made the irrevocable election to account for MSRs at fair value.

(c) Series E, $1.46875 per share; and Series F, $1.40625 per share.

For the Years Ended December 31,
($ in thousands)202320222021
Cash flows from operating activities
Net income$182,956$366,122$350,994
Adjustments to reconcile net income to net cash provided by operating activities:
Provision for credit losses83,02132,998(88,011)
Depreciation and amortization46,98945,08846,508
Change in MSRs valuation(a)(10,660)(22,264)(16,186)
Amortization of other intangible assets8,8118,8118,844
Amortization and accretion on earning assets, funding, and other, net38,50814,98015,088
Net amortization of tax credit investments34,24634,68434,070
Losses on sales of investment securities, net64,8641,67416
Asset (gains), net(454)(1,338)(11,009)
(Gains) on sale of branches, net——(1,038)
(Gain) loss on mortgage banking activities, net2,9193,654(39,106)
Loss on mortgage portfolio sale136,239——
Mortgage loans originated and acquired for sale(395,834)(600,114)(1,749,556)
Proceeds from sales of mortgage loans held for sale367,707715,0351,774,791
Changes in certain assets and liabilities:
(Increase) decrease in interest receivable(25,120)(63,921)9,735
(Increase) decrease in net tax position(77,849)40,611(6,177)
(Decrease) increase in interest payable78,53912,608(10,675)
(Decrease) increase in expense payable16,329(5,297)24,645
(Decrease) increase in net derivative position(93,916)269,774120,418
Net change in other assets and other liabilities(14,556)(6,539)66,201
Net cash provided by operating activities442,740846,566529,551
Cash flows from investing activities
Net decrease (increase) in loans(1,546,391)(4,579,431)198,631
Purchases of:
AFS securities(1,936,635)(959,977)(2,744,244)
HTM securities(38,677)(301,052)(622,485)
FHLB and Federal Reserve Bank stocks and equity securities(146,308)(128,620)(2,760)
Proceeds from:
Sales of AFS securities715,066110,177158,708
Sales of FHLB and Federal Reserve Bank stocks and equity securities202,45152835
Prepayments, calls, and maturities of AFS securities397,675494,1971,216,657
Prepayments, calls, and maturities of HTM securities143,001196,605299,761
Sales, prepayments, calls and maturities of other assets21,26733,79529,833
Net cash received in business segment sale——2,415
Sale of mortgage portfolio844,362——
Premises, equipment, and software, net of disposals(61,813)(62,711)(52,281)
Net change in tax credit and alternative investments(30,255)(58,323)(68,455)
Net cash (used in) investing activities(1,436,257)(5,254,811)(1,584,186)
Cash flows from financing activities
Net increase in deposits3,809,9481,169,9832,015,423
Net decrease in deposits due to branch sales——(31,083)
Net increase (decrease) in short-term funding(279,157)251,674101,946
Net increase (decrease) in short-term FHLB advances(2,385,000)3,125,000—
Repayment of long-term FHLB advances(599)(413,558)(18,437)
Proceeds from long-term FHLB advances1,3691,7756,950
Proceeds from issuance of long-term funding292,740——
(Repayment) proceeds of finance lease principal(86)306(965)
Repayment of senior notes——(300,000)
Proceeds from issuance of common stock for stock-based compensation plans4,29711,06125,702
Redemption of preferred shares——(164,458)
Purchase of treasury stock, open market purchases——(132,955)
Purchase of treasury stock, stock-based compensation plans(6,593)(6,480)(4,847)
Cash dividends on common stock(129,534)(123,137)(116,061)
Cash dividends on preferred stock(11,500)(11,500)(17,111)
Other—(938)—
Net cash provided by financing activities1,295,8854,004,1851,364,102
Net increase (decrease) in cash and cash equivalents302,368(404,060)309,467
Cash and cash equivalents at beginning of period621,4551,025,515716,048
Cash and cash equivalents at end of period(b)$923,823$621,455$1,025,515

(a) On January 1, 2022, the Corporation made the irrevocable election to account for MSRs at fair value. For all prior periods, MSRs were carried at LOCOM.

(b)No restricted cash due to the Federal Reserve reducing the required reserve ratio to zero.

For the Years Ended December 31,
($ in thousands)202320222021
Supplemental disclosures of cash flow information
Cash paid for interest$838,828$174,675$81,604
Cash paid for income and franchise taxes69,41718,39557,728
Loans and bank premises transferred to OREO9,8415,59135,553
Capitalized mortgage servicing rights3,5647,27916,151
Loans transferred into held for sale from portfolio, net1,058,305186,010
Transfer of AFS securities to HTM securities—1,621,990—
Unsettled trades to purchase securities——4,459
Write-up of equity securities without readily determinable fair values5,7855,690—
Fair value adjustments on hedged long-term FHLB advances and subordinated debt(5,084)16,163—
Fair value adjustments on foreign currency exchange forwards(1,757)1,405482
Fair value adjustment on cash flow hedges(280)3,360—

Notes to Consolidated Financial Statements

December 31, 2023, 2022, and 2021

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.

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 recorded in asset gains, 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. The determination of the ACLL is particularly susceptible to significant change. 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.

Investment Securities

Securities are classified as HTM, AFS, or equity investments on the consolidated balance sheets at the time of purchase. Investment securities classified as HTM, which management has the positive intent and ability to hold to maturity, are reported at amortized cost. Investment securities classified as AFS are intended to be held for an indefinite period of time. These securities are carried at fair value and unrealized gains and losses, net of related deferred income taxes, are 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 AFS securities 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 AFS classification to the HTM 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.

Management measures expected credit losses on HTM securities on a collective basis by major security type. Accrued interest receivable on HTM securities is excluded from the estimate of credit losses. The estimate of expected credit losses considers historical credit loss information that is adjusted for current conditions and reasonable and supportable forecasts and is included in HTM investment securities, net, at amortized cost on the consolidated balance sheets.

For AFS securities, the Corporation evaluates whether any decline in fair value has resulted from credit losses or other factors. In making this assessment, management considers the extent to which fair value is less than amortized cost, any changes to the rating of the security by a rating agency, and adverse conditions specifically related to the security, among other factors. If this assessment indicates that a credit loss exists, the present value of cash flows expected to be collected from the security are compared to the amortized cost basis of the security. If the present value of cash flows expected to be collected is less than the amortized cost basis, a credit loss exists and an allowance for credit losses on investments is recorded for the credit loss, limited by the amount that the fair value is less than the amortized cost basis. Any impairment that has not been recorded through an allowance for credit losses on investments is recognized in OCI.

Changes in the allowance for credit losses on investments are recorded as provision for, or reversal of, credit loss expense. Losses are charged against the allowance when management believes the AFS security is uncollectible or when either of the criteria regarding intent or requirement to sell is met. Accrued interest receivable on AFS securities is excluded from the estimate of credit losses. See Note 3 for additional information on investment securities.

FHLB and Federal Reserve Bank Stocks

The Corporation is required to maintain Federal Reserve Bank 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: 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 on 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.

Commercial Loans Held for Sale: Commercial loans held for sale are carried at LOCOM. The estimated fair value is based on a discounted cash flow analysis.

Loans

Management has the ability and intention to hold certain loans for the foreseeable future, until maturity, or pay-off. These loans 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 ACLL is established for estimated credit losses in the loan portfolio. See Allowance for Credit Losses on Loans below for further policy discussion. See Note 4 for additional information on loans.

Nonaccrual Loans: Management considers a loan to be nonaccrual when it believes it will be unable to collect all amounts due according to the original contractual terms of the note agreement, including both principal and interest.

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. 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.

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 nonaccrual 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. As a result of the issuance of ASU 2022-02, any loans restructured prior to January 2023 were considered TDRs, but that designation was eliminated prospectively, resulting in comparable periods no longer being comparable. 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. 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 Credit Losses on Loans: The allowance for loan losses is a reserve for estimated lifetime credit losses in the loan portfolio at the balance sheet date. The expected lifetime credit losses are the product of multiplying the Corporation's estimate of probability of default, loss given default, and the individual loan level exposure at default on an undiscounted basis. The Corporation estimates the lifetime expected loss using prepayment assumptions over the projected lifetime cash flow of these loans. Actual credit losses, net of recoveries, are deducted from the allowance for loan losses. A provision for credit 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 the expected lifetime losses in the loan portfolio.

The Corporation applies a methodology that is designed to assess the appropriateness of the allowance for loan losses within the Corporation's loan segmentation. The methodology also focuses on the 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 using a dual risk rating system consisting of probability of default and loss given default models, which are based on loan grades for commercial loans and credit reports for consumer loans applied based on portfolio segmentation leveraging industry breakouts in commercial and industrial and property types in CRE for commercial loans and loan types for consumer loans, 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 and economic forecasts, the fair value of underlying collateral, and other qualitative and quantitative factors which could affect potential credit losses.

The Corporation utilizes the Moody's Baseline economic forecast in the allowance model and applies that forecast over a reasonable and supportable period with reversion to historical losses. For additional detail on the reasonable and supportable period and reversion inputs, see Note 4. The Corporation estimates the lifetime expected loss using prepayment assumptions over the projected lifetime cash flows of the loan. 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.

Management individually analyzes loans that do not share similar risk characteristics to other loans in the portfolio. Management has determined that commercial loan relationships over $500,000 that have nonaccrual status meet this definition. Probable TDRs are loans the Corporation has reviewed individually to determine whether there is a high likelihood that the loans will default and will require modification in the near future. Probable TDRs are classified as Pass, Special Mention, Potential Problem or Nonaccrual within the Corporation's credit quality analysis depending on the specific circumstances surrounding the individual credits. Accrued interest receivable on loans is excluded from the estimate of credit losses. The ACLL 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 expected loan loss 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, auto finance, and other consumer, are collectively evaluated for impairment.

The allowance for unfunded commitments leverages the same methodology utilized to measure the allowance for loan losses. The Corporation estimates expected credit losses over the contractual period in which the Corporation is exposed to credit risk via a contractual obligation to extend credit, unless that obligation is unconditionally cancellable by the Corporation. The estimate includes consideration of the likelihood that funding will occur and an estimate of expected credit losses on commitments expected to be funded over its estimated life. See Note 4 for additional information on the ACLL and Note 16 for additional information on the allowance for unfunded commitments.

A portion of the ACLL is comprised of adjustments for qualitative factors not reflected in the quantitative model.

Management believes that the level of the ACLL is appropriate. While management uses currently available information to recognize losses on loans, future adjustments to the ACLL 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 ACLL. Such agencies may require additions to the ACLL 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 lower of the book value or 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, property originally acquired for future expansion but no longer intended to be used for that purpose, and property currently held for sale. 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.

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 straight-line basis over the contract terms or the estimated useful life of the software. See Note 6 for additional information on premises and equipment.

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 and CDIs. CDIs have estimated finite lives and are amortized on a straight-line basis to expense over a 10-year period. 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 evaluated for impairment on an annual basis, or whenever events or changes in circumstances indicate the fair value of a reporting unit is 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. If the carrying value of a reporting unit exceeds its calculated fair value, an impairment charge is assessed, limited to the amount of goodwill allocated to that reporting unit. 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 of loans, MSRs assets are capitalized and recorded at the current fair value of future net cash flows expected to be realized for performing servicing activities. The Corporation has made the irrevocable election to account for its MSRs asset under the fair value measurement method. Under this methodology, changes in the fair value are recognized in earnings as they occur through mortgage banking, net on the consolidated statements of income.

MSRs are not traded in active markets. A cash flow model is used to determine fair value. Key assumptions and estimates, including projected prepayment speeds, assumed servicing costs, ancillary income, costs to service delinquent loans, costs of foreclosure, and discount rates with option-adjusted spreads, used by this model are based on current market sources. Assumptions used to value MSRs are considered significant unobservable inputs. A separate third-party model is used to estimate prepayment speeds based on interest rates, housing turnover rates, estimated loan curtailment, anticipated defaults and other relevant factors. Fair value estimates from outside sources are received periodically to corroborate the results of the valuation model. See Note 5 for additional information on MSRs.

Prior to January 1, 2022 and the irrevocable election to account for MSRs under fair value, upon sale of loans, MSRs assets were capitalized and recorded at the 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 had not elected to subsequently measure any class of servicing assets under the fair value measurement method, the Corporation followed the amortization method. MSRs were amortized in proportion to and over the period of estimated net servicing income, and assessed for impairment at each reporting date. MSRs were carried at the lower of the initial capitalized amount, net of accumulated amortization, or estimated fair value, on the consolidated balance sheets.

The Corporation periodically evaluated its MSRs asset for impairment. Impairment was 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 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 was established, through a charge to earnings, to the extent the amortized cost of the MSRs exceeded the estimated fair value by stratification. If it was later determined that all or a portion of the temporary impairment no longer existed for a stratification, the valuation was reduced through a recovery to earnings. An other-than-temporary impairment (i.e., recoverability was considered remote when considering interest rates and loan pay off activity) was recognized as a write-down of the MSRs asset and the related valuation allowance (to the extent a valuation allowance was 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. 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. Changes in the fair value are 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, 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 capital markets, net on the consolidated statements of income. The free-standing derivative instruments included: interest rate risk management, foreign currency exchange solutions, and until early 2022, commodity hedging.

The Corporation is exposed to counterparty credit risk, which is the risk that counterparties to the derivative contracts fail to fulfill contractual obligations. If a counterparty fails to perform, the Corporation's 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 and investment securities.

Federal regulations require the Corporation to clear and compound SOFR interest rate swaps through a clearing house, if 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 and the London Clearing House settles the variation margin daily. As a result, the variation margin payment and the related derivative instruments are considered 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 daily settlement of the derivative exposure does not change or reset the contractual terms of the instrument.

The Corporation applied the shortcut method of accounting for certain derivatives that are designated as fair value hedges. This method permits the assumption of perfect effectiveness. The gains or losses on the derivative, and the offsetting losses or gains on the hedged item attributable to the hedged risk, are recognized in interest expense. These items, along with the net interest from the derivative, are reported in the same income statement line as the fixed-rate debt expense.

To assess effectiveness of the foreign currency exchange forward contracts that are designated as fair value hedges, the Corporation has elected to utilize the critical terms match method. Under the critical terms match method, if the hedging relationship meets certain criteria, it allows the Corporation to assume that the hedging relationship is perfectly effective, eliminating the quantitative aspect of assessing effectiveness. The gain or loss on the derivative as well as the offsetting loss or gain on the hedged item attributable to the hedged risk are recognized in capital markets, net.

To assess effectiveness of interest rate swaps that are designated as cash flow hedges, the Corporation performs a quantitative analysis using a period by period regression method. When the relationship between the hedged item and hedging instrument is highly effective at achieving offsetting changes in cash flows attributable to the hedged risk, changes in the fair value of these cash flow hedges are recorded in accumulated other comprehensive income (loss) and are subsequently reclassified to interest income as interest payments are made on such variable rate loans. See Note 14 for additional information on derivatives and hedging activities.

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 9 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 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 AFS securities, changes in unrealized gain/loss on cash flow hedge derivatives, and changes in net actuarial gain/loss on defined benefit pension and 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.

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

For purposes of the consolidated statements of cash flows, cash and cash equivalents 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) and common stock warrants. See Note 20 for additional information on earnings per common share.

New Accounting Pronouncements Adopted

StandardDescriptionDate of adoptionEffect on financial statements
ASU 2022-02 Financial Instruments-Credit Losses (Topic 326): Troubled Debt Restructurings and Vintage DisclosuresThe FASB issued these amendments to eliminate accounting guidance for TDRs by creditors in Subtopic 310-40, Receivables-Troubled Debt Restructurings by Creditors, while enhancing disclosure requirements for certain loan refinancings and restructurings by creditors when a borrower is experiencing financial difficulty, and to require that an entity disclose current-period gross writeoffs by year of origination for financing receivables and net investments in leases within the scope of Subtopic 326-20, Financial Instruments-Credit Losses-Measured at Amortized Cost. The amendments in this Update are effective for fiscal years beginning after December 15, 2022, including interim periods within those fiscal years, and should be applied prospectively, except as provided in the next sentence. For the transition method related to the recognition and measurement of TDRs, an entity has the option to apply a modified retrospective transition method, resulting in a cumulative-effect adjustment to retained earnings in the period of adoption. Early adoption is permitted if an entity has adopted the amendments in Update 2016-03, including adoption in an interim period.1st Quarter 2023Adoption of this amendment did not have a material impact on the Corporation's results of operation, financial position or liquidity, but resulted in additional disclosure requirements related to gross charge offs by vintage year and the removal of TDR disclosures, replaced by additional disclosures on the types of modifications of loans to borrowers experiencing financial difficulties. The Corporation has adopted this update prospectively.

Future Accounting Pronouncements

The expected impact of applicable material accounting pronouncements recently issued or proposed but not yet required to be adopted are discussed in the table below. To the extent that the adoption of new accounting standards materially affects the Corporation's financial condition, results of operations, liquidity or disclosures, the impacts are discussed in the applicable sections of this financial review.

StandardDescriptionDate of adoptionEffect on financial statements
ASU 2023-02 Investments-Equity Method and Joint Ventures (Topic 323): Accounting for Investments in Tax Credit Structures Using the Proportional Amortization MethodThe amendments in this update permit reporting entities to elect to account for their tax equity investments, regardless of the tax credit program from which the income tax credits are received, using the proportional amortization method if certain conditions are met. A reporting entity may make an accounting policy election to apply the proportional amortization method on a tax-credit-program-by-tax-credit-program basis rather than electing to apply the proportional amortization method at the reporting entity level or to individual investments. The amendments in this update also remove certain guidance for Qualified Affordable Housing Project investments and require the application of the delayed equity contribution guidance to all tax equity investments. The amendments in this update are effective for fiscal years beginning after December 15, 2023, and must be applied on either a modified retrospective or a retrospective basis. Early adoption is permitted in any interim period, however if adopted in an interim period the entity shall adopt the amendments in this update as of the beginning of the fiscal year that includes the interim period.1st Quarter 2024Adoption of this amendment is not expected to have a material impact on the Corporation's current results of operation, financial position, liquidity or disclosures.
ASU 2023-07 Segment Reporting (Topic 280): Improvements to Reportable Segment DisclosuresThe amendments in this update improve financial reporting by requiring disclosure of incremental segment information on an annual and interim basis for all public entities to enable investors to develop more decision-useful financial analyses. The amendments in this update also do not change how a public entity identifies its operating segments, aggregates those operating segments, or applies the quantitative thresholds to determine its reportable segments. The amendments in this update are effective for fiscal years beginning after December 15, 2023, and interim periods within fiscal years beginning after December 15, 2024. Early adoption is permitted.Fiscal year 2024 and interim periods beginning in 1st quarter 2025The Corporation is currently evaluating the impact on its results of operation, financial position, liquidity, and disclosures.
ASU 2023-09 Income Taxes (Topic 740): Improvements to Income Tax DisclosuresThe amendments in this update address investor requests for more transparency about income tax information through improvements to income tax disclosures primarily related to the rate reconciliation and income taxes paid information. This update also includes certain other amendments to improve the effectiveness of income tax disclosures. The amendments in this update are effective for fiscal years beginning after December 15, 2024 and are to be applied on a prospective basis. Early adoption is permitted.1st Quarter 2025The Corporation is currently evaluating the impact on its disclosures.

Note 2 Acquisitions and Dispositions

Acquisitions:

The Corporation didnot have any business acquisitions during 2021, 2022 or 2023.

Dispositions:

The Corporation didnot have any business dispositions during 2022 or 2023.

2021:

On March 1, 2021, the Corporation completed the sale of its wealth management subsidiary, Whitnell, to Rockefeller for a purchase price of $8 million. The Corporation reported a first quarter 2021 pre-tax gain of $2 million, included in asset gains, net on the consolidated statements of income, in conjunction with the sale.

On February 26, 2021, the Bank completed the sale ofone branch located in Monroe, Wisconsin to Summit Credit Union. Under the terms of the transaction, the Bank sold $31 million in total deposits andno loans. The Bank received an approximately 4% purchase premium on deposits transferred.

Note 3 Investment Securities

Investment securities are classified as AFS, HTM, or equity on the consolidated balance sheets at the time of purchase. The amortized cost and fair values of AFS and HTM securities at December 31, 2023 were as follows:

($ in thousands)AmortizedCostGrossUnrealizedGainsGrossUnrealized(Losses)Fair Value
AFS investment securities
U.S. Treasury securities$39,984$—$(4,083)$35,902
Obligations of state and political subdivisions (municipal securities)94,00823(2,214)91,817
Residential mortgage-related securities:
FNMA/FHLMC1,274,052294(153,552)1,120,794
GNMA2,021,24224,254(2,822)2,042,675
Commercial mortgage-related securities:
FNMA/FHLMC18,691—(1,755)16,937
GNMA161,928—(7,135)154,793
Asset backed securities:
FFELP135,8325(1,862)133,975
SBA1,0772(28)1,051
Other debt securities3,000—(50)2,950
Total AFS investment securities$3,749,814$24,579$(173,501)$3,600,892
HTM investment securities
U.S. Treasury securities$999$—$(36)$963
Obligations of state and political subdivisions (municipal securities)1,682,4735,638(134,053)1,554,059
Residential mortgage-related securities:
FNMA/FHLMC941,97327,007(164,587)804,393
GNMA48,97992(2,901)46,170
Private-label345,0839,796(65,372)289,507
Commercial mortgage-related securities:
FNMA/FHLMC780,99512,699(160,781)632,914
GNMA59,733386(7,500)52,619
Total HTM investment securities$3,860,235$55,619$(535,230)$3,380,624

The amortized cost and fair values of AFS and HTM securities at December 31, 2022 were as follows:

($ in thousands)AmortizedCostGrossUnrealizedGainsGrossUnrealized(Losses)Fair Value
AFS investment securities
U.S. Treasury securities$124,441$—$(15,063)$109,378
Agency securities15,000—(1,468)13,532
Obligations of state and political subdivisions (municipal securities)235,69396(5,074)230,714
Residential mortgage-related securities:
FNMA/FHLMC1,820,642404(216,436)1,604,610
GNMA502,537314(5,255)497,596
Commercial mortgage-related securities:
FNMA/FHLMC19,038—(1,896)17,142
GNMA115,031—(4,569)110,462
Asset backed securities:
FFELP157,138—(5,947)151,191
SBA4,51215(51)4,477
Other debt securities3,000—(78)2,922
Total AFS investment securities$2,997,032$830$(255,837)$2,742,025
HTM investment securities
U.S. Treasury securities$999$—$(62)$936
Obligations of state and political subdivisions (municipal securities)1,732,3511,994(182,697)1,551,647
Residential mortgage-related securities:
FNMA/FHLMC961,23131,301(175,760)816,771
GNMA52,97985(3,436)49,628
Private-label364,72811,697(72,920)303,505
Commercial mortgage-related securities:
FNMA/FHLMC778,79615,324(178,281)615,839
GNMA69,369577(7,254)62,691
Total HTM investment securities$3,960,451$60,978$(620,411)$3,401,018

Expected maturities may differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties. The expected maturities of AFS and HTM securities at December 31, 2023, are shown below:

AFS · HTM
($ in thousands) · AmortizedCost · FairValue · AmortizedCost · FairValue
Due in one year or less$2,395$2,372$6,099$6,096
Due after one year through five years42,60638,46452,39152,328
Due after five years through ten years64,72862,839157,279153,795
Due after ten years27,26326,9931,467,7041,342,803
Total debt securities136,992130,6691,683,4721,555,022
Residential mortgage-related securities:
FNMA/FHLMC1,274,0521,120,794941,973804,393
GNMA2,021,2422,042,67548,97946,170
Private-label——345,083289,507
Commercial mortgage-related securities:
FNMA/FHLMC18,69116,937780,995632,914
GNMA161,928154,79359,73352,619
Asset backed securities:
FFELP135,832133,975——
SBA1,0771,051——
Total investment securities$3,749,814$3,600,892$3,860,235$3,380,624
Ratio of fair value to amortized cost96.0%87.6%

On a quarterly basis, the Corporation refreshes the credit quality of each HTM security. The following table summarizes the credit quality indicators of HTM securities at amortized cost at December 31, 2023:

($ in thousands)AAAAAANot RatedTotal
U.S. Treasury securities$999$—$—$—$999
Obligations of state and political subdivisions (municipal securities)760,329915,3035,6871,1551,682,473
Residential mortgage-related securities:
FNMA/FHLMC941,973———941,973
GNMA48,979———48,979
Private-label345,083———345,083
Commercial mortgage-related securities:
FNMA/FHLMC780,995———780,995
GNMA59,733———59,733
Total HTM securities$2,938,090$915,303$5,687$1,155$3,860,235

The following table summarizes the credit quality indicators of HTM securities at amortized cost at December 31, 2022:

($ in thousands)AAAAAANot RatedTotal
U.S. Treasury securities$999$—$—$—$999
Obligations of state and political subdivisions (municipal securities)806,529917,0597,6041,1581,732,351
Residential mortgage-related securities:
FNMA/FHLMC961,231———961,231
GNMA52,979———52,979
Private-label364,728———364,728
Commercial mortgage-related securities:
FNMA/FHLMC778,796———778,796
GNMA69,369———69,369
Total HTM securities$3,034,630$917,059$7,604$1,158$3,960,451

The following table summarizes gross realized gains and losses on AFS securities, the gain on sale and net write-up of equity securities, and proceeds from the sale of AFS investment securities for each of the three years ended December 31 shown below:

($ in thousands)202320222021
Gross realized gains on AFS securities$83$21$421
Gross realized (losses) on AFS securities(65,022)(1,943)(437)
Gain on sale and net write-up of equity securities6,0375,668—
Investment securities gains (losses), net$(58,903)$3,746$(16)
Proceeds from sales of AFS investment securities$715,066$110,177$158,708

During the fourth quarter of 2023, the Corporation sold lower yielding AFS securities with a carrying value of $715 million at a net loss of $65 million and reinvested the proceeds in higher yielding and lower risk-weighted GNMA securities. Additionally, during the fourth quarter of 2023, the Corporation sold 1,000 shares of its Visa Class B restricted shares and wrote up its remaining shares based on that market price, resulting in a gain of $6 million.

During the fourth quarter of 2022, the Corporation sold $110 million of lower yielding municipal securities at a loss of $2 million and reinvested the proceeds into higher yielding and lower risk-weighted GNMA securities. During the third quarter of 2022, the Corporation sold its Visa Class B restricted shares obtained in the acquisition of First Staunton, which were carried at a zero-cost basis. The remaining shares of Visa Class B restricted shares held by the Corporation, which are carried at fair value, were subsequently written up to reflect the new observable price resulting from that sale.

During the second quarter of 2021, the Corporation sold $107 million of lower yielding FFELP student loan asset backed securities at an immaterial gain and reinvested the proceeds into higher yielding MBS. During the first quarter of 2021, the Corporation sold $51 million of lower yielding U.S. Treasury and Agency securities at an immaterial loss to take advantage of the steeper yield curve by reinvesting the proceeds into similar but higher yielding, longer duration securities.

Investment securities with a carrying value of $1.6 billion at December 31, 2023 and $2.3 billion at December 31, 2022 were pledged as required to secure certain deposits or for other purposes.

Accrued interest receivable on HTM securities totaled $18 million and $19 million at December 31, 2023 and 2022, respectively. Accrued interest receivable on AFS securities totaled $15 million and $9 million at December 31, 2023 and 2022, respectively. Accrued interest receivable on both HTM and AFS securities is included in interest receivable on the consolidated balance sheets. There wasno interest income reversed for investments going into nonaccrual for the years ended December 31, 2023 and 2022.

A security is considered past due once it is 30 days past due under the terms of the agreement. At both December 31, 2023 and 2022, the Corporation hadno past due HTM securities.

The allowance for credit losses on HTM securities was approximately $75,000 and $54,000 at December 31, 2023 and 2022, respectively, attributable entirely to the Corporation's municipal securities, included in HTM investment securities, net, at amortized cost on the consolidated balance sheets. The Corporation also holds U.S. Treasury, municipal, and mortgage-related securities issued by the U.S. government or a GSE which are backed by the full faith and credit of the U.S. government and private-label residential mortgage-related securities that have credit enhancement which covers the first 15% of losses and, as a result, no allowance for credit losses has been recorded related to these securities.

The following represents gross unrealized losses and the related fair value of AFS and HTM securities, aggregated by investment category and length of time individual securities have been in a continuous unrealized loss position, at December 31, 2023:

Less than 12 months · 12 months or more · Total
($ in thousands)NumberofSecuritiesUnrealized(Losses)FairValueNumberofSecuritiesUnrealized(Losses)FairValueUnrealized (Losses)FairValue
AFS investment securities
U.S. Treasury securities—$—$—1$(4,083)$35,902$(4,083)$35,902
Obligations of state and political subdivisions (municipal securities)41(347)23,76292(1,867)53,022(2,214)76,784
Residential mortgage-related securities:
FNMA/FHLMC18(333)22,87071(153,219)1,080,337(153,552)1,103,207
GNMA13(924)156,8475(1,898)26,643(2,822)183,490
Commercial mortgage-related securities:
FNMA/FHLMC———1(1,755)16,937(1,755)16,937
GNMA9(3,160)103,05522(3,975)51,738(7,135)154,793
Asset backed securities:
FFELP———14(1,862)125,339(1,862)125,339
SBA———5(28)761(28)761
Other debt securities1(9)9912(42)1,958(50)2,950
Total82$(4,773)$307,527213$(168,728)$1,392,635$(173,501)$1,700,162
HTM investment securities
U.S. Treasury securities—$—$—1$(36)$963$(36)$963
Obligations of state and political subdivisions (municipal securities)182(1,535)180,270537(132,518)792,940(134,053)973,210
Residential mortgage-related securities:
FNMA/FHLMC20(511)30,32394(164,076)771,042(164,587)801,365
GNMA2(17)2,12878(2,884)34,626(2,901)36,754
Private-label———18(65,372)289,507(65,372)289,507
Commercial mortgage-related securities:
FNMA/FHLMC1(121)8,14444(160,660)624,770(160,781)632,914
GNMA———13(7,500)52,619(7,500)52,619
Total205$(2,184)$220,865785$(533,046)$2,566,468$(535,230)$2,787,333

For comparative purposes, the following represents gross unrealized losses and the related fair value of AFS and HTM securities, aggregated by investment category and length of time that individual securities have been in a continuous unrealized loss position, at December 31, 2022:

Less than 12 months · 12 months or more · Total
($ in thousands)NumberofSecuritiesUnrealized(Losses)FairValueNumberofSecuritiesUnrealized(Losses)FairValueUnrealized(Losses)FairValue
AFS investment securities
U.S. Treasury securities—$—$—7$(15,063)$109,378$(15,063)$109,378
Agency securities———1(1,468)13,532(1,468)13,532
Obligations of state and political subdivisions (municipal securities)358(5,066)201,2604(8)1,916(5,074)203,176
Residential mortgage-related securities:
FNMA/FHLMC24(31,266)260,98684(185,170)1,321,420(216,436)1,582,406
GNMA23(4,415)220,2762(840)11,096(5,255)231,372
Commercial mortgage-related securities:
FNMA/FHLMC1(1,896)17,142———(1,896)17,142
GNMA33(3,920)101,0364(649)9,426(4,569)110,462
Asset backed securities:
FFELP3(1,668)44,30412(4,278)106,887(5,947)151,191
SBA2(1)4176(50)2,057(51)2,474
Other debt securities2(30)1,9701(49)951(78)2,922
Total446$(48,263)$847,391121$(207,575)$1,576,665$(255,837)$2,424,055
HTM investment securities
U.S. Treasury securities1$(62)$936—$—$—$(62)$936
Obligations of state and political subdivisions (municipal securities)771(96,282)1,079,216156(86,415)231,022(182,697)1,310,238
Residential mortgage-related securities:
FNMA/FHLMC79(18,925)143,20122(156,836)671,570(175,760)814,770
GNMA81(3,436)44,476———(3,436)44,476
Private-label3(9,509)58,73315(63,411)244,772(72,920)303,505
Commercial mortgage-related securities:
FNMA/FHLMC4(3,814)20,33839(174,467)576,911(178,281)597,249
GNMA8(2,528)34,6126(4,726)28,080(7,254)62,691
Total947$(134,556)$1,381,511238$(485,855)$1,752,354$(620,411)$3,133,865

The Corporation reviews the AFS investment securities portfolio on a quarterly basis to monitor its credit exposure. A determination as to whether a security’s decline in fair value is the result of credit risk takes into consideration numerous factors and the relative significance of any single factor can vary by security. Some factors the Corporation may consider in this impairment analysis include the extent to which the security has been in an unrealized loss position, the change in security rating, 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 losses at December 31, 2023 represent credit deterioration as these unrealized losses are primarily attributable to changes in interest rates and the current market conditions. The Corporation does not intend to sell, nor does it believe that it will be required to sell, the securities in an unrealized loss position before recovery of their amortized cost basis.

FHLB and Federal Reserve Bank stocks: The Corporation is required to maintain Federal Reserve Bank 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. The Corporation had FHLB stock of $143 million and $209 million at December 31, 2023 and 2022, respectively. The Corporation had Federal Reserve Bank stock of $87 million at both December 31, 2023 and 2022. Accrued interest receivable on FHLB stock totaled $4 million and $3 million at December 31, 2023 and 2022, respectively. There wasno accrued interest receivable on Federal Reserve Bank stock at both December 31, 2023 and December 31, 2022. Accrued interest receivable on both FHLB stock and Federal Reserve Bank stock is included in interest receivable on the consolidated balance sheets.

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 and other mutual funds. At December 31, 2023 and 2022, the Corporation had equity securities with readily determinable fair values of $7 million and $6 million, respectively.

Equity securities without readily determinable fair values: The Corporation's portfolio of equity securities without readily determinable fair values, which primarily consists of Visa Class B restricted shares and an investment in a private SBA loan fund, was carried at $35 million and $19 million at December 31, 2023 and 2022, respectively.

Note 4 Loans

The period end loan composition was as follows:

($ in thousands)Dec 31, 2023Dec 31, 2022
Commercial and industrial$9,731,555$9,759,454
Commercial real estate - owner occupied1,061,700991,722
Commercial and business lending10,793,25510,751,176
Commercial real estate - investor5,124,2455,080,344
Real estate construction2,271,3982,155,222
Commercial real estate lending7,395,6447,235,565
Total commercial18,188,89817,986,742
Residential mortgage7,864,8918,511,550
Auto finance2,256,1621,382,073
Home equity628,526624,353
Other consumer277,740294,851
Total consumer11,027,31910,812,828
Total loans$29,216,218$28,799,569

Accrued interest receivable on loans totaled $132 million at December 31, 2023, and $113 million at December 31, 2022, and is included in interest receivable on the consolidated balance sheets. Interest accrued but not received is reversed against interest income when a loan is placed on nonaccrual. The amount of accrued interest reversed totaled $2 million for the year ended December 31, 2023, approximately $491,000 for the year ended December 31, 2022, and approximately $574,000 for the year ended December 31, 2021.

The Corporation has granted loans to its 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:

($ in thousands)20232022
Balance at beginning of year$3,376$45,245
New loans2,5642,656
Repayments(253)(1,416)
Change due to status of executive officers and directors(280)(43,110)
Balance at end of year$5,406$3,376

The following table presents loans by credit quality indicator by origination year at December 31, 2023:

Term Loans Amortized Cost Basis by Origination Year(a)
($ in thousands)Rev Loans Converted to Term(a)Rev Loans Amortized Cost Basis20232022202120202019PriorTotal
Commercial and industrial:
Risk rating:
Pass$1,380$1,693,629$1,736,617$2,877,173$1,824,362$398,046$383,695$449,006$9,362,529
Special mention—21,7794,01746,6108,5253,529—25,341109,801
Potential problem80481,54310,51539,74847,27917,73294291197,202
Nonaccrual6,414—13,31714,18833,891627——62,022
Commercial and industrial$8,598$1,796,951$1,764,466$2,977,719$1,914,057$419,934$383,789$474,638$9,731,555
Commercial real estate - owner occupied:
Risk rating:
Pass$—$15,393$204,039$188,003$239,218$136,535$135,730$92,339$1,011,259
Special mention—271——6,1502,635—1,29310,349
Potential problem—29214,7352,7916,4168,5373,0862,84138,699
Nonaccrual——1,394—————1,394
Commercial real estate - owner occupied$—$15,957$220,168$190,794$251,783$147,708$138,816$96,473$1,061,700
Commercial and business lending:
Risk rating:
Pass$1,380$1,709,023$1,940,657$3,065,177$2,063,580$534,581$519,426$541,345$10,373,788
Special mention—22,0504,01746,61014,6756,164—26,634120,150
Potential problem80481,83625,25042,53953,69526,2693,1803,132235,900
Nonaccrual6,414—14,71014,18833,891627——63,416
Commercial and business lending$8,598$1,812,909$1,984,635$3,168,514$2,165,840$567,642$522,606$571,111$10,793,255
Commercial real estate - investor:
Risk rating:
Pass$—$155,109$1,263,866$1,266,866$1,080,425$471,371$358,996$239,230$4,835,865
Special mention—5024,24825,47426,208—29,7726,01492,218
Potential problem——106,00250,15215,000983—24,025196,163
Commercial real estate - investor$—$155,611$1,374,116$1,342,492$1,121,633$472,355$388,768$269,269$5,124,245
Real estate construction:
Risk rating:
Pass$—$23,307$422,277$1,176,608$547,825$87,680$5,740$7,954$2,271,392
Nonaccrual———————66
Real estate construction$—$23,307$422,277$1,176,608$547,825$87,680$5,740$7,960$2,271,398
Commercial real estate lending:
Risk rating:
Pass$—$178,416$1,686,143$2,443,474$1,628,250$559,052$364,737$247,184$7,107,256
Special mention—5024,24825,47426,208—29,7726,01492,218
Potential problem——106,00250,15215,000983—24,025196,163
Nonaccrual———————66
Commercial real estate lending$—$178,918$1,796,393$2,519,100$1,669,458$560,035$394,508$277,230$7,395,644
Total commercial:
Risk rating:
Pass$1,380$1,887,439$3,626,800$5,508,651$3,691,830$1,093,633$884,162$788,529$17,481,044
Special mention—22,5528,26572,08440,8826,16429,77232,648212,368
Potential problem80481,836131,25392,69168,69527,2533,18027,157432,063
Nonaccrual6,414—14,71014,18833,891627—663,422
Total commercial$8,598$1,991,827$3,781,028$5,687,614$3,835,298$1,127,677$917,114$848,341$18,188,898
Residential mortgage:
Risk rating:
Pass$—$—$352,321$1,617,409$2,110,577$1,414,186$647,778$1,650,542$7,792,813
Special mention——————9557152
Potential problem——49093——17426784
Nonaccrual——1,4259,5679,25910,3976,62833,86571,142
Residential mortgage$—$—$354,236$1,627,070$2,119,836$1,424,583$654,675$1,684,490$7,864,891
Term Loans Amortized Cost Basis by Origination Year(a)
($ in thousands)Rev Loans Converted to Term(a)Rev Loans Amortized Cost Basis20232022202120202019PriorTotal
Auto finance:
Risk rating:
Pass$—$—$1,218,820$952,912$75,209$163$456$132$2,247,691
Special mention——6191,850205———2,674
Nonaccrual——1,0324,332430—3—5,797
Auto finance$—$—$1,220,471$959,094$75,844$163$458$132$2,256,162
Home equity:
Risk rating:
Pass$8,703$521,000$1,678$29,863$6,084$2,327$4,891$53,350$619,192
Special mention179200—87—2915378708
Potential problem107510———33—118
Nonaccrual1,302160294951321443687,1808,508
Home equity$10,195$521,434$1,717$30,445$6,217$2,500$5,308$60,907$628,526
Other consumer:
Risk rating:
Pass$121$198,214$6,419$3,732$2,658$1,127$460$64,121$276,731
Special mention268439—320—6881
Nonaccrual277110162829128
Other consumer$174$199,129$6,438$3,733$2,668$1,149$468$64,156$277,740
Total consumer:
Risk rating:
Pass$8,824$719,213$1,579,238$2,603,916$2,194,529$1,417,802$653,584$1,768,145$10,936,428
Special mention2051,0436281,936208491104414,416
Potential problem107550093——20726901
Nonaccrual1,3302312,49614,3969,82710,5447,00741,07385,574
Total consumer$10,369$720,563$1,582,862$2,620,341$2,204,564$1,428,395$660,909$1,809,685$11,027,319
Total loans:
Risk rating:
Pass$10,204$2,606,652$5,206,038$8,112,567$5,886,359$2,511,435$1,537,747$2,556,674$28,417,472
Special mention20523,5958,89374,02041,0916,21329,88233,089216,784
Potential problem81481,910131,75392,78468,69527,2533,38727,183432,965
Nonaccrual7,74423117,20628,58443,71811,1707,00741,080148,997
Total loans$18,966$2,712,389$5,363,890$8,307,956$6,039,862$2,556,071$1,578,023$2,658,026$29,216,218

(a) Revolving loans converted to term loans are those converted during the reporting period and are also reported in their year of origination.

The following table presents loans by credit quality indicator by origination year at December 31, 2022:

Term Loans Amortized Cost Basis by Origination Year(a)
($ in thousands)Rev Loans Converted to Term(a)Rev Loans Amortized Cost Basis20222021202020192018PriorTotal
Commercial and industrial:
Risk rating:
Pass$1,423$1,938,777$3,245,546$2,367,008$567,833$573,120$330,642$432,906$9,455,833
Special mention—93,2093,41123,607——1932,497152,744
Potential problem44724,54941,4004,19321,88738,1692186,133136,549
Nonaccrual3,926—5,210—9,119———14,329
Commercial and industrial$5,796$2,056,535$3,295,567$2,394,809$598,839$611,289$330,879$471,535$9,759,454
Commercial real estate - owner occupied:
Risk rating:
Pass$—$12,447$211,645$225,627$163,965$160,370$73,487$97,420$944,961
Special mention————1,1361,4919,713—12,339
Potential problem—1,3251,23811,1415,52310,7693704,05534,422
Commercial real estate - owner occupied$—$13,772$212,883$236,769$170,624$172,630$83,570$101,475$991,722
Commercial and business lending:
Risk rating:
Pass$1,423$1,951,224$3,457,191$2,592,636$731,798$733,490$404,129$530,326$10,400,794
Special mention—93,2093,41123,6071,1361,4919,73232,497165,083
Potential problem44725,87442,63815,33527,41048,93858910,188170,971
Nonaccrual3,926—5,210—9,119———14,329
Commercial and business lending$5,796$2,070,307$3,508,450$2,631,578$769,463$783,919$414,449$573,010$10,751,176
Commercial real estate - investor:
Risk rating:
Pass$38,412$106,280$1,633,094$1,419,000$683,121$530,444$262,858$210,299$4,845,096
Special mention——61,96824,1497,3619,400—10,455113,333
Potential problem——16,14721,30327,6351,33319,0177,09992,535
Nonaccrual——2,17725,668———1,53529,380
Commercial real estate - investor$38,412$106,280$1,713,387$1,490,120$718,117$541,177$281,875$229,387$5,080,344
Real estate construction:
Risk rating:
Pass$—$29,892$900,593$913,107$241,230$12,062$2,226$9,775$2,108,885
Special mention————12,17433,087——45,261
Potential problem————970———970
Nonaccrual———————105105
Real estate construction$—$29,892$900,593$913,107$254,374$45,149$2,226$9,880$2,155,222
Commercial real estate lending:
Risk rating:
Pass$38,412$136,173$2,533,687$2,332,107$924,351$542,505$265,083$220,073$6,953,981
Special mention——61,96824,14919,53542,487—10,455158,595
Potential problem——16,14721,30328,6051,33319,0177,09993,505
Nonaccrual——2,17725,668———1,64029,485
Commercial real estate lending$38,412$136,173$2,613,980$2,403,227$972,492$586,326$284,101$239,267$7,235,565
Total commercial:
Risk rating:
Pass$39,835$2,087,396$5,990,879$4,924,743$1,656,149$1,275,996$669,213$750,399$17,354,774
Special mention—93,20965,37947,75620,67143,9789,73242,952323,677
Potential problem44725,87458,78536,63856,01650,27119,60617,287264,476
Nonaccrual3,926—7,38725,6689,119——1,64043,814
Total commercial$44,208$2,206,480$6,122,430$5,034,805$1,741,955$1,370,245$698,550$812,278$17,986,742
Term Loans Amortized Cost Basis by Origination Year(a)
($ in thousands)Rev Loans Converted to Term(a)Rev Loans Amortized Cost Basis20222021202020192018PriorTotal
Residential mortgage:
Risk rating:
Pass$—$—$1,410,566$2,184,125$1,716,663$817,164$370,724$1,951,406$8,450,648
Special mention———28496——63444
Potential problem——45571—738296851,978
Nonaccrual——8,5063,8516,2193,7445,01431,14558,480
Residential mortgage$—$—$1,419,527$2,188,332$1,722,979$821,645$375,768$1,983,299$8,511,550
Auto finance:
Risk rating:
Pass$—$—$1,271,205$106,102$333$1,267$446$61$1,379,414
Special mention——1,052118————1,170
Nonaccrual——1,149331—9——1,490
Auto finance$—$—$1,273,406$106,551$333$1,276$446$61$1,382,073
Home equity:
Risk rating:
Pass$7,254$508,212$31,389$6,508$2,112$6,197$6,966$54,827$616,211
Special mention47102————47310458
Potential problem—15———342146197
Nonaccrual1,590—3061021313073196,3227,487
Home equity$8,891$508,329$31,695$6,610$2,243$6,538$7,333$61,605$624,353
Other consumer:
Risk rating:
Pass$64$199,942$7,429$5,256$2,468$1,238$174$77,611$294,117
Special mention649011—55—25537
Nonaccrual7856112110561034197
Other consumer$147$200,488$7,452$5,276$2,482$1,300$184$77,670$294,851
Total consumer:
Risk rating:
Pass$7,318$708,154$2,720,589$2,301,991$1,721,576$825,866$378,310$2,083,904$10,740,390
Special mention525921,0634031015473982,609
Potential problem—1545571—772318312,175
Nonaccrual1,668569,9734,3046,3604,1165,34337,50167,654
Total consumer$9,038$708,817$2,732,080$2,306,769$1,728,037$830,759$383,731$2,122,635$10,812,828
Total loans:
Risk rating:
Pass$47,152$2,795,551$8,711,468$7,226,734$3,377,725$2,101,861$1,047,522$2,834,303$28,095,164
Special mention5293,80166,44348,15920,77243,9839,77843,350326,286
Potential problem44725,88959,24036,70956,01651,04319,63718,118266,651
Nonaccrual5,5955617,36029,97215,4794,1165,34339,141111,467
Total loans$53,246$2,915,297$8,854,510$7,341,574$3,469,992$2,201,004$1,082,280$2,934,912$28,799,569

(a) Revolving loans converted to term loans are those reported during the reporting period and are also reported in their year of origination.

The following table presents gross charge offs by origination year at December 31, 2023:

Gross Charge Offs by Origination Year
($ in thousands)Rev Loans Amortized Cost Basis20232022202120202019PriorTotal
Commercial and industrial$4,130$717$9,594$25,270$5,958$—$18$45,687
Commercial real estate-owner occupied—————25—25
Commercial and business lending4,1307179,59425,2705,958251845,713
Commercial real estate-investor——————252252
Real estate construction——————2525
Commercial real estate lending——————277277
Total commercial4,1307179,59425,2705,9582529545,989
Residential mortgage—232421485723952
Auto finance—7954,524626—5—5,950
Home equity5321331—22294424
Other consumer4,884—72124131721705,453
Total consumer4,9378184,6308232791051,18712,779
Total gross charge offs$9,068$1,535$14,224$26,093$6,237$130$1,482$58,768

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, and appropriate policies for ACLL, nonaccrual loans, and charge offs. 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 exhibiting 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 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 warrant specific attention from management. If left uncorrected, these potential weaknesses may result in deterioration of the repayment prospects for the credit. Accruing loan modifications could be pass or special mention, depending on the risk rating on the loan. Potential problem loans are considered inadequately protected by the current net worth and paying capacity of the obligor or the collateral pledged. These loans generally have a well-defined weakness, or weaknesses, which may jeopardize liquidation of the debt, and are characterized by the distinct possibility the Corporation will sustain some loss if the deficiencies are not corrected. Management has determined commercial loan relationships in nonaccrual status, and commercial and consumer loan relationships with their terms restructured in a loan modification, meet the criteria to be individually evaluated. Commercial loans classified as special mention, potential problem, and nonaccrual are reviewed at a minimum on a quarterly basis, while pass credits, which are performing rated credits, are generally 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, 2023:

Accruing
($ in thousands)Current30-59 DaysPast Due60-89 DaysPast Due90+ DaysPast DueNonaccrual(a)(b)Total
Commercial and industrial$9,663,587$5,374$191$380$62,022$9,731,555
Commercial real estate - owner occupied1,059,948—358—1,3941,061,700
Commercial and business lending10,723,5365,37454938063,41610,793,255
Commercial real estate - investor5,086,117—18,69719,432—5,124,245
Real estate construction2,271,392———62,271,398
Commercial real estate lending7,357,509—18,69719,43267,395,644
Total commercial18,081,0445,37419,24619,81263,42218,188,898
Residential mortgage7,780,30413,294152—71,1427,864,891
Auto finance2,232,90614,7122,674735,7972,256,162
Home equity615,8103,500708—8,508628,526
Other consumer273,6441,2339321,803128277,740
Total consumer10,902,66432,7394,4671,87685,57411,027,319
Total loans$28,983,708$38,113$23,712$21,689$148,997$29,216,218

(a) Of the total nonaccrual loans, $80 million, or 53%, were current with respect to payment at December 31, 2023.

(b)No interest income was recognized on nonaccrual loans for the year ended December 31, 2023. In addition, there were $23 million of nonaccrual loans for which there was no related ACLL at December 31, 2023.

The following table presents loans by past due status at December 31, 2022:

Accruing
($ in thousands)Current30-59 DaysPast Due60-89 DaysPast Due90+ DaysPast DueNonaccrual(a)(b)Total
Commercial and industrial$9,738,561$716$5,566$282$14,329$9,759,454
Commercial real estate - owner occupied991,49321812——991,722
Commercial and business lending10,730,0539345,57828214,32910,751,176
Commercial real estate - investor5,049,8971,067——29,3805,080,344
Real estate construction2,155,07739——1052,155,222
Commercial real estate lending7,204,9751,105——29,4857,235,565
Total commercial17,935,0282,0405,57828243,81417,986,742
Residential mortgage8,443,0729,8116312458,4808,511,550
Auto finance1,371,1768,2381,170—1,4901,382,073
Home equity611,2595,149458—7,487624,353
Other consumer291,7221,0185921,322197294,851
Total consumer10,717,22924,2162,2831,44667,65410,812,828
Total loans$28,652,257$26,256$7,861$1,728$111,467$28,799,569

(a) Of the total nonaccrual loans, $64 million, or 58%, were current with respect to payment at December 31, 2022.

(b)No interest income was recognized on nonaccrual loans for the year ended December 31, 2022. In addition, there were $11 million of nonaccrual loans for which there was no related ACLL at December 31, 2022.

Loan Modifications and Troubled Debt Restructurings

Under ASU 2022-02, effective January 1, 2023, loan modifications are reported if concessions have been granted to borrowers that are experiencing financial difficulty. Information on these loan modifications originated after the effective date is presented according to the new accounting guidance. Reporting periods prior to the adoption of ASU 2022-02 present information on TDRs under the previous disclosure requirements. See Note 1 for the Corporation's accounting policy for loan modifications and TDRs.

The following tables show the composition of loan modifications made to borrowers experiencing financial difficulty by the loan portfolio and type of concessions granted during the twelve months ended December 31, 2023. Each of the types of concessions granted comprised less than 1% of their respective classes of loan portfolios at December 31, 2023.

Interest Rate Concession
($ in thousands)Amortized Cost
Commercial and industrial$306
Auto255
Home equity77
Other consumer1,449
Total loans modified$2,087
Term Extension
($ in thousands)Amortized Cost
Residential mortgage$208
Home equity25
Total loans modified$233
Combination - Interest Rate Concession and Term Extension
($ in thousands)Amortized Cost
Residential mortgage$865
Home equity339
Total loans modified$1,204

The following tables summarize, by loan portfolio, the financial effect of the Corporation's loan modifications on the modified loans as of December 31, 2023:

Interest Rate Concession
Loan TypeFinancial Effect, Weighted Average Contractual Interest Rate (Decrease) Increase(a)
Commercial and industrial(19)%
Residential mortgage1%
Auto(9)%
Home equity—%
Other consumer(21)%
Weighted average of total loans modified(11)%

(a) Due to market conditions, some interest rate concessions on floating rate loans may involve an increase in rate that was lower in comparison to the rate of increase for floating rate loans not modified.

Term Extension
Loan TypeFinancial Effect, Weighted Average Term Increase(a)
Residential mortgage65 months
Home equity85 months
Weighted average of total loans modified71 months

(a) During the twelve months ended December 31, 2023, term extensions changed the weighted average term on modified loans from 175 to 245 months.

The Corporation closely monitors the performance of loans that are modified to borrowers experiencing financial difficulty to understand the effectiveness of its modification efforts. The following table depicts the performance of loans that have been modified in the twelve months ended December 31, 2023:

Payment Status (Amortized Cost Basis)
($ in thousands)Current30-89 Days Past Due90+ Days Past DueNonaccrual
Commercial and industrial$306$—$—$—
Residential mortgage405——668
Auto21836——
Home equity25847—137
Other consumer1,449———
Total loans modified$2,636$83$—$805

The following table provides the amortized cost of loan modifications by loan portfolio and type of concession that were modified in the previous twelve months and subsequently had a payment default, as of December 31, 2023:

Amortized Cost of Loan Modifications that Subsequently Defaulted
($ in thousands)Interest Rate ConcessionTerm ExtensionCombination Interest Rate Reduction and Term Extension
Residential mortgage$—$208$248
Home equity——27
Total loans modified$—$208$275

The following table presents nonaccrual and performing restructured loans by loan portfolio at December 31, 2022, prior to the adoption of ASU 2022-02:

December 31, 2022
($ in thousands)Performing Restructured LoansNonaccrual Restructured Loans(a)
Commercial and industrial$12,453$—
Commercial real estate - owner occupied316—
Commercial real estate - investor1282,074
Real estate construction1959
Residential mortgage16,82917,117
Home equity2,148927
Other consumer798—
Total restructured loans$32,868$20,127

(a) Nonaccrual restructured loans have been included within nonaccrual loans.

The following table provides the number of loans modified in a TDR by loan portfolio, the recorded investment, and unpaid principal balance at December 31, 2022:

December 31, 2022
($ in thousands)NumberofLoansRecordedInvestment(a)UnpaidPrincipalBalance(b)
Commercial and industrial2$281$281
Residential mortgage5510,55710,777
Home equity15531557
Total loans modified72$11,370$11,616

(a) Represents post-modification outstanding recorded investment.

(b) Represents pre-modification outstanding recorded investment.

For the year ended December 31, 2022, restructured loan modifications of commercial loans primarily included maturity date extensions and payment schedule modifications. Restructured loan modifications of consumer loans for the year ended December 31, 2022 primarily included maturity date extensions, interest rate concessions, non-reaffirmed Chapter 7 bankruptcies, or a combination of these concessions.

The following table provides the number of loans modified during the previous twelve months which subsequently defaulted during the year ended December 31, 2022, and the recorded investment in these restructured loans at the time of default as of December 31, 2022:

December 31, 2022
($ in thousands)Number ofLoansRecordedInvestment
Residential mortgage4$1,178

The nature and extent of the impairment of modified loans, including those which have experienced a subsequent payment default, are considered in the determination of an appropriate level of the ACLL.

Allowance for Credit Losses on Loans

The ACLL is comprised of the allowance for loan losses and the allowance for unfunded commitments. The level of the ACLL represents management’s estimate of an amount appropriate to provide for expected lifetime credit losses in the loan portfolio at the balance sheet date. The expected lifetime credit losses are the product of multiplying the Corporation's estimates of probability of default, loss given default, and the individual loan level exposure at default on an undiscounted basis. A main factor in the determination of the ACLL is the economic forecast. The forecast the Corporation used for December 31, 2023 was the Moody's baseline scenario from November 2023, which was reviewed against the December 31, 2023 baseline scenario with no material updates made, over a 2 year reasonable and supportable period with straight-line reversion to historical losses over the second year of the period. See Note 1 for the Corporation's accounting policy on the ACLL. The allowance for unfunded commitments is maintained at a level believed by management to be sufficient to absorb expected lifetime losses related to unfunded credit facilities (including unfunded loan commitments and letters of credit). See Note 16 for additional information on the change in the allowance for unfunded commitments.

The following table presents a summary of the changes in the ACLL by portfolio segment for the year ended December 31, 2023:

($ in thousands)Dec 31, 2022Charge OffsRecoveriesNet Charge OffsProvision for Credit LossesDec 31, 2023ACLL / Loans
Allowance for loan losses
Commercial and industrial$119,076$(45,687)$3,015$(42,672)$51,859$128,263
Commercial real estate — owner occupied9,475(25)11(15)1,15010,610
Commercial and business lending128,551(45,713)3,026(42,687)53,009138,873
Commercial real estate — investor54,398(252)3,0162,76310,69767,858
Real estate construction45,589(25)80557,91053,554
Commercial real estate lending99,986(277)3,0952,81918,607121,412
Total commercial228,538(45,989)6,121(39,868)71,616260,285
Residential mortgage38,298(952)541(411)(79)37,808
Auto finance19,619(5,950)1,241(4,709)10,05124,961
Home equity14,875(424)1,262837(310)15,403
Other consumer11,390(5,453)978(4,475)5,72312,638
Total consumer84,182(12,779)4,021(8,758)15,38490,809
Total loans$312,720$(58,768)$10,142$(48,626)$87,000$351,094
Allowance for unfunded commitments
Commercial and industrial$12,997$—$—$—$321$13,319
Commercial real estate — owner occupied103———46149
Commercial and business lending13,101———36713,468
Commercial real estate — investor710———(230)480
Real estate construction20,583———(3,558)17,024
Commercial real estate lending21,292———(3,788)17,504
Total commercial34,393———(3,421)30,972
Home equity2,699———(70)2,629
Other consumer1,683———(509)1,174
Total consumer4,382———(579)3,803
Total loans$38,776$—$—$—$(4,000)$34,776
Allowance for credit losses on loans
Commercial and industrial$132,073$(45,687)$3,015$(42,672)$52,181$141,5821.45%
Commercial real estate — owner occupied9,579(25)11(15)1,19510,7591.01%
Commercial and business lending141,652(45,713)3,026(42,687)53,376152,3411.41%
Commercial real estate — investor55,108(252)3,0162,76310,46768,3381.33%
Real estate construction66,171(25)80554,35170,5783.11%
Commercial real estate lending121,279(277)3,0952,81914,819138,9161.88%
Total commercial262,931(45,989)6,121(39,868)68,195291,2571.60%
Residential mortgage38,298(952)541(411)(79)37,8080.48%
Auto finance19,619(5,950)1,241(4,709)10,05124,9611.11%
Home equity17,574(424)1,262837(380)18,0322.87%
Other consumer13,073(5,453)978(4,475)5,21413,8124.97%
Total consumer88,565(12,779)4,021(8,758)14,80594,6130.86%
Total loans$351,496$(58,768)$10,142$(48,626)$83,000$385,8701.32%

The following table presents a summary of the changes in the ACLL by portfolio segment for the year ended December 31, 2022:

($ in thousands)Dec 31, 2021Charge OffsRecoveriesNet Charge OffsProvision for Credit LossesDec 31, 2022ACLL / Loans
Allowance for loan losses
Commercial and industrial$89,857$(4,491)$5,282$791$28,428$119,076
Commercial real estate — owner occupied11,473—1313(2,011)9,475
Commercial and business lending101,330(4,491)5,29580426,418128,551
Commercial real estate — investor72,803(50)50—(18,405)54,398
Real estate construction37,643(48)106587,88745,589
Commercial real estate lending110,446(98)15658(10,518)99,986
Total commercial211,776(4,588)5,45186215,900228,538
Residential mortgage40,787(567)908341(2,830)38,298
Auto finance1,999(1,041)98(943)18,56319,619
Home equity14,011(587)1,3857986614,875
Other consumer11,441(3,363)1,010(2,353)2,30111,390
Total consumer68,239(5,558)3,401(2,157)18,10084,182
Total loans$280,015$(10,146)$8,852$(1,294)$34,000$312,720
Allowance for unfunded commitments
Commercial and industrial$18,459$—$—$—$(5,462)$12,997
Commercial real estate — owner occupied208———(105)103
Commercial and business lending18,667———(5,566)13,101
Commercial real estate — investor936———(226)710
Real estate construction15,586———4,99720,583
Commercial real estate lending16,522———4,77021,292
Total commercial35,189———(796)34,393
Home equity2,592———1072,699
Other consumer1,995———(311)1,683
Total consumer4,587———(204)4,382
Total loans$39,776$—$—$—$(1,000)$38,776
Allowance for credit losses on loans
Commercial and industrial$108,316$(4,491)$5,282$791$22,967$132,0731.35%
Commercial real estate — owner occupied11,681—1313(2,115)9,5790.97%
Commercial and business lending119,997(4,491)5,29580420,852141,6521.32%
Commercial real estate — investor73,739(50)50—(18,631)55,1081.08%
Real estate construction53,229(48)1065812,88466,1713.07%
Commercial real estate lending126,968(98)15658(5,748)121,2791.68%
Total commercial246,965(4,588)5,45186215,104262,9311.46%
Residential mortgage40,787(567)908341(2,830)38,2980.45%
Auto finance1,999(1,041)98(943)18,56319,6191.42%
Home equity16,603(587)1,38579817317,5742.81%
Other consumer13,436(3,363)1,010(2,353)1,99013,0734.43%
Total consumer72,825(5,558)3,401(2,157)17,89688,5650.82%
Total loans$319,791$(10,146)$8,852$(1,294)$33,000$351,4961.22%

Note 5 Goodwill and Other Intangible Assets

Goodwill

Goodwill is not amortized but is instead 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 2023, 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 changes in both the Corporation's common stock price and in the KBW Nasdaq Regional Banking Index (KRX), as well as the Corporation's earnings per common share trend over the past year. Based on these assessments, management concluded 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 have beenno events since the May 2023 impairment test that have changed the Corporation's impairment assessment conclusion. There wereno impairment charges recorded in 2023, 2022, or 2021.

The Corporation had goodwill of $1.1 billion at both December 31, 2023 and 2022.

Other Intangible Assets

The Corporation has CDIs and historically had other intangible assets, both of which are amortized. For CDIs and other intangibles, changes in the gross carrying amount, accumulated amortization, and net book value were as follows:

($ in thousands)202320222021
Core deposit intangibles
Gross carrying amount at the beginning of the year$88,109$88,109$88,109
Accumulated amortization(47,638)(38,827)(30,016)
Net book value$40,471$49,282$58,093
Amortization during the year$8,811$8,811$8,811
Other intangibles
Gross carrying amount at the beginning of the year$—$—$2,000
Reductions due to sale——(1,317)
Accumulated amortization——(683)
Net book value$—$—$—
Amortization during the year$—$—$33

Mortgage Servicing Rights

The Corporation sells residential mortgage loans in the secondary market and typically retains the right to service the loans sold. On January 1, 2022, the Corporation made the irrevocable election to account for its MSRs under the fair value measurement method, with any change in fair value being recognized through earnings in mortgage banking, net on the consolidated statements of income. See Note 1 for the Corporation’s accounting policy for 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 MSRs asset.

A summary of changes in the balance of the MSRs asset under the fair value measurement method for the years ended December 31, 2023 and 2022 is as follows:

($ in thousands)20232022
Mortgage servicing rights
Mortgage servicing rights at beginning of period$77,351$54,862
Cumulative effect of accounting methodology changeN/A2,296
Balance at beginning of period, adjusted$77,351$57,158
Additions3,5647,279
Paydowns(7,185)(9,350)
Valuation:
Change in fair value model assumptions8,8815,715
Changes in fair value of asset1,77816,549
Mortgage servicing rights at end of period$84,390$77,351
Portfolio of residential mortgage loans serviced for others (“servicing portfolio”)(a)$7,364,492$6,711,820
Mortgage servicing rights to servicing portfolio(a)1.15%1.15%

(a) During the fourth quarter of 2023, the Corporation transferred $969 million of residential mortgages into held for sale and subsequently sold them for $844 million. After sale, the servicing has been retained for a short period until full servicing can be transferred to the purchaser.

Prior to January 1, 2022, the Corporation accounted for its MSRs under the amortization methodology. See Note 1 for the Corporation’s accounting policy for MSRs when they were still under the amortization methodology.

A summary of changes in the balance of the MSRs asset and the MSRs valuation allowance under the amortization methodology for the year ended December 31, 2021 is as follows:

($ in thousands)2021
Mortgage servicing rights
Mortgage servicing rights at beginning of year$59,967
Additions16,151
Amortization(19,436)
Mortgage servicing rights at end of year$56,682
Valuation allowance at beginning of year(18,006)
(Additions) recoveries, net16,186
Valuation allowance at end of year(1,820)
Mortgage servicing rights, net$54,862
Fair value of mortgage servicing rights$57,259
Portfolio of residential mortgage loans serviced for others (“servicing portfolio”)6,994,834
Mortgage servicing rights, net to servicing portfolio0.78%
Mortgage servicing rights expense(a)$3,250

(a) 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 on the consolidated statements of income.

The projections of amortization expense for CDIs and decay for MSRs are based on existing asset balances, the current interest rate environment, and prepayment speeds as of December 31, 2023. The actual 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 CDIs and decay for MSRs:

($ in thousands)Core Deposit IntangiblesMortgage Servicing Rights
Year ending December 31,
2024$8,811$10,555
20258,81111,404
20268,81110,710
20278,8119,922
20283,4859,005
Beyond 20281,74232,794
Total estimated amortization expense and MSRs decay(a)$40,471$84,390

(a)Represents the decrease in value due to passage of time, including the impact from both regularly scheduled principal payments and partial loan paydowns.

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, 2023 and 2022 is as follows:

2023 · 2022
($ in thousands) · EstimatedUseful Lives · Cost · AccumulatedDepreciation · Net BookValue · Net BookValue
Land—$63,984$—$63,984$65,516
Land improvements3 – 20 years21,65910,40911,25010,074
Buildings and improvements5 – 40 years399,575187,572212,004213,496
Computers and related equipment4 – 8 years57,26546,42010,84512,606
Furniture, fixtures and other equipment3 – 20 years124,10888,48135,62733,110
Operating leases—43,78219,07024,71225,617
Leasehold improvements2 – 20 years39,60725,05114,55616,487
Total premises and equipment$749,981$377,003$372,978$376,906

Depreciation and amortization of premises and equipment totaled $30 million for 2023, $31 million for 2022, and $33 million for 2021.

Note 7 Leases

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

These leases have original terms of 1 year or longer with remaining maturities up to 39 years, some of which include options to extend the lease term. An analysis of the lease options has been completed and any purchase options or 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:

Twelve Months Ended December 31,
($ in thousands)202320222021
Operating lease costs$6,281$6,812$8,712
Finance lease costs92119107
Operating lease cash flows7,1718,44011,183
Finance lease cash flows92125137

The lease classifications on the consolidated balance sheets were as follows:

Consolidated Balance Sheets Category
($ in thousands) · December 31, 2023 · December 31, 2022
Operating lease right-of-use assetPremises and equipment$24,712$25,617
Finance lease right-of-use assetOther assets368455
Operating lease liabilityAccrued expenses and other liabilities27,31128,357
Finance lease liabilityOther long-term funding383469

The lease payment obligations, weighted-average remaining lease term, and weighted-average original discount rate were as follows:

December 31, 2023December 31, 2022
($ in thousands)Lease paymentsWeighted-average lease term (in years)Weighted-average discount rateLease paymentsWeighted-average lease term (in years)Weighted-average discount rate
Operating leases
Retail and corporate offices$25,7295.763.12%$26,1405.922.62%
Land4,0506.983.48%4,7667.593.14%
Equipment4082.504.62%—0.00—%
Total operating leases$30,1875.883.19%$30,9066.172.70%
Finance leases
Retail and corporate offices$3944.251.32%$4855.251.32%
Total finance leases$3944.251.32%$4855.251.32%

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, 2024$6,459$93$6,552
20255,628935,721
20265,043935,135
20274,373934,465
20283,428233,451
Beyond 20285,257—5,257
Total lease payments$30,187$394$30,581
Less: interest2,877112,887
Present value of lease payments$27,311$383$27,694

At December 31, 2023 and 2022, additional operating leases, primarily retail and corporate offices, that had not yet commenced totaled $3 million and $13 million, respectively. The leases that had not yet commenced as of December 31, 2023 will commence between January 2024 and April 2025 with lease terms of 1 year to 7 years.

The Corporation conducts a portion of its business through certain facilities and equipment under non-cancelable operating leases. The Corporation also leases a subdivision of some of its facilities and receives rental income from such lease agreements. The approximate minimum annual rental payments and rental receipts under non-cancelable agreements and leases are as follows:

($ in thousands)PaymentsReceipts
2024$6,352$3,522
20255,4363,854
20265,1173,539
20274,4473,146
20283,4482,338
Beyond 20285,44712,446
Total$30,247$28,843

Total rental expense from leases, net of lease income, totaled $2 million in 2023, $3 million in 2022, and $5 million in 2021.

Note 8 Deposits

The distribution of deposits at December 31, 2023 and 2022 are as follows:

($ in thousands)20232022
Noninterest-bearing demand$6,119,956$7,760,811
Savings4,835,7014,604,848
Interest-bearing demand8,843,9677,100,727
Money market6,330,4538,239,610
Brokered CDs4,447,479541,916
Other time deposits2,868,4941,388,242
Total deposits$33,446,049$29,636,154

Time deposits in excess of $250,000 were $523 million and $282 million at December 31, 2023 and 2022, respectively.

Aggregate annual maturities of all time deposits at December 31, 2023, are as follows:

Maturities During Year Ending December 31,($ in thousands)
2024$7,100,729
2025175,549
202620,680
202711,694
20287,315
Thereafter5
Total$7,315,973

Note 9 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), and long-term funding (funding with original contractual maturities greater than one year):

($ in thousands)December 31, 2023December 31, 2022
Short-term funding
Federal funds purchased$220,160$344,170
Securities sold under agreements to repurchase106,620240,969
Federal funds purchased and securities sold under agreements to repurchase326,780585,139
Commercial paper—20,798
Total short-term funding$326,780$605,937
Long-term funding
Corporation subordinated notes, at par$550,000$250,000
Discount and capitalized costs(7,748)(544)
Subordinated debt fair value hedge(a)(1,366)(1,855)
Finance leases383469
Total long-term funding$541,269$248,071
Total short and long-term funding, excluding FHLB advances$868,049$854,007
FHLB advances
Short-term FHLB advances$740,000$3,125,000
Long-term FHLB advances1,209,9071,209,170
FHLB advances fair value hedge(a)(9,713)(14,308)
Total FHLB advances$1,940,194$4,319,861
Total short and long-term funding$2,808,243$5,173,869

(a) For additional information on the fair value hedges, see Note 14.

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. 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).

The Corporation utilizes repurchase agreements to facilitate the needs of its customers. The fair value of securities pledged to secure repurchase agreements may decline. At December 31, 2023, the Corporation had pledged securities valued at 191% of the gross outstanding balance of repurchase agreements to manage this risk.

The remaining contractual maturity of the securities sold under agreements to repurchase on the consolidated balance sheets as of December 31, 2023 and 2022 are presented in the following table:

Overnight and Continuous
($ in thousands)December 31, 2023December 31, 2022
Repurchase agreements
Agency mortgage-related securities$106,620$240,969

Long-Term Funding

Subordinated 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.

In February 2023, the Corporation issued $300 million of 10-year subordinated notes, due March 1, 2033 and redeemable (i) on the reset date of March 1, 2028 and any interest payment date thereafter, (ii) at any time on or after the three month period prior to the maturity date, and (iii) upon the occurrence of a Regulatory Capital Treatment Event (as defined in the Global Note). The subordinated notes have a fixed coupon interest rate of 6.625% until the reset date, after which the rate will be equal to the Five-Year U.S. Treasury Rate as of the reset date plus 2.812% per annum. The notes were issued at a discount.

Finance Leases

Finance leases are used in conjunction with branch operations. See Note 7 for additional disclosure regarding the Corporation’s leases.

FHLB Advances

Under agreements with the FHLB of Chicago, FHLB advances are secured by pledging qualifying collateral of the subsidiary bank (such as residential mortgage, residential mortgage loans held for sale, home equity, CRE and investment securities). At December 31, 2023, the Corporation had $10.5 billion of total collateral capacity, primarily supported by pledged consumer and CRE loans and investment securities. At December 31, 2023, the FHLB advances had maturity or call dates ranging from 2024 through 2029, and had a weighted average interest rate of 4.93%, compared to 4.06% at December 31, 2022. The Corporation prepaid $400 million in long-term FHLB advances during the first quarter of 2022 with no prepayment fee.

The table below summarizes the expected maturities of the Corporation’s long-term funding at December 31, 2023:

($ in thousands)Long Term Funding
Year
2024$248,884
2025394,797
2026604,540
2027671
2028198,966
Beyond 2028293,605
Total long-term funding$1,741,463

Note 10 Stockholders' Equity

Preferred Equity: In June 2015, the Corporation issued 2.6 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. On June 15, 2021, the Corporation redeemed all remaining Series C depositary shares for $65 million.

In September 2016, the Corporation issued 4.0 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. 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. During 2018, the Corporation repurchased approximately 22,000 depositary shares for $1 million. On September 15, 2021, the Corporation redeemed all remaining Series D depositary shares for $99 million.

In September 2018, the Corporation issued 4.0 million depositary shares, each representing a 1/40th 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 5.875%. 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 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 Series E 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 December 15, 2023, 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 E Preferred Stock does not have any voting rights.

In June 2020, the Corporation issued 4.0 million depositary shares, each representing a 1/40th interest in a share of the Corporation’s 5.625% Non-Cumulative Perpetual Preferred Stock, Series F, liquidation preference $1,000 per share. Dividends on the Series F 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 5.625%. Shares of the Series F 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 F Preferred Stock have been declared for that period, and sufficient funds have been set aside to make payment. The Series F 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, 2025, 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 F Preferred Stock does not have any voting rights.

Subsidiary Equity: At December 31, 2023, subsidiary equity equaled $4.1 billion. See Note 19 for additional information on regulatory requirements for the Bank.

Common Stock Repurchases: In 2023, the Board of Directors didnot approve any additional authorizations for the repurchase of the Corporation's common stock. In 2021, the Board of Directors approved additional authorizations for the repurchase of up to $100 million of the Corporation’s common stock. During both 2023 and 2022, the Corporation didnot repurchase any shares under the share repurchase program.

As of December 31, 2023, $80 million remained available to repurchase shares of common stock under previously approved Board of Director authorizations. Any repurchase of shares under this authorization 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.

The Corporation also repurchased shares in satisfaction of minimum tax withholding obligations in connection with settlements of equity compensation totaling $7 million (297,564 shares at an average cost per common share of $22.16) during 2023, compared to $6 million (267,605 shares at an average cost per common share of $24.22) during 2022.

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

In February 2020, the Board of Directors, with subsequent approval of the Corporation’s shareholders, approved the adoption of the 2020 Incentive Compensation Plan. All remaining shares available for grant under the 2017 Incentive Compensation Plan were rolled into the 2020 Plan. As of December 31, 2023, approximately 7.2 million shares remained available for grant under the 2020 Plan.

Under the 2020 Plan, options are generally exercisable up toten 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 4 years.

The Corporation also issues restricted stock awards under the 2020 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 orfour years, depending upon whether the awards are performance-based or service-based. Performance-based awards are based on total shareholder return, return on capital metrics, 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 granted during 2022 and 2023 will cliff-vest after thethree year performance period has ended. Service-based restricted stock awards granted during 2022 and 2023 will generally vest ratably over a period offour years.

The 2020 Plan provides that restricted stock awards and stock options will immediately become fully vested upon retirement from the Corporation of retirement eligible colleagues. See Note 1 for the Corporation’s accounting policy for stock based compensation.

Accounting for Stock-Based Compensation

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 colleagues who meet the definition of retirement eligible under the 2017 Plan and the 2020 Plan, 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.

A summary of the Corporation’s stock option activity for the year ended December 31, 2023 is presented below:

Stock OptionsShares(a)Weighted AverageExercise PriceWeighted AverageRemainingContractual TermAggregateIntrinsic Value(a)
Outstanding at December 31, 20223,994$21.065.11 years$10,525
Exercised17817.26
Forfeited or expired2419.54
Outstanding at December 31, 20233,792$21.254.26 years$5,834
Options exercisable at December 31, 20233,583$21.444.15 years$5,139

(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, 2023, 2022, and 2021, the intrinsic value of stock options exercised was approximately $518,000, $4 million, and $9 million, respectively. The total fair value of stock options that vested was approximately $943,000 for the year ended December 31, 2023, $2 million for the year ended December 31, 2022, and $4 million for the year ended December 31, 2021.

For the years ended December 31, 2023, 2022, and 2021, the Corporation recognized compensation expense of approximately $333,000, approximately $710,000, and $1 million, respectively, for the vesting of stock options. Compensation expense for 2023 related to the accelerated vesting of stock options granted to retirement eligible colleagues wasimmaterial. At December 31, 2023, the Corporation had approximately $32,000 of unrecognized compensation expense related to stock options that is expected to be recognized over the remaining requisite service periods that extend predominantly through thefirst quarter of 2024.

The following table summarizes information about the Corporation’s restricted stock activity for the year ended December 31, 2023:

Restricted StockShares(a)Weighted AverageGrant Date Fair Value
Outstanding at December 31, 20222,303$20.81
Granted88022.10
Vested77821.02
Forfeited5521.90
Outstanding at December 31, 20232,349$21.20

(a) In thousands

The Corporation amortizes the expense related to restricted stock awards as compensation expense over the vesting period specified in the grant's award agreement. Expense for restricted stock awards of $17 million was recorded for the year ended December 31, 2023, $16 million for the year ended December 31, 2022 and $15 million for the year ended December 31, 2021. Included in compensation expense for 2023 was $3 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, 2023 that are expected to be recognized over the remaining requisite service periods that extend predominantly through thefirst quarter of 2027.

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, the Board of Directors has authorized management to repurchase shares of the Corporation’s common stock 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, if any, 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.

Note 12 Retirement Plans

The Corporation has a noncontributory defined benefit RAP, covering substantially all 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 provides legacy healthcare access to a limited group of retired employees from a previous acquisition in the Postretirement Plan. There are no other active retiree healthcare plans.

The funded status and amounts recognized on the 2023 and 2022 consolidated balance sheets, as measured on December 31, 2023 and 2022, respectively, for the RAP and Postretirement Plan were as follows:

RAPPostretirementPlanRAPPostretirementPlan
($ in thousands)2023202320222022
Change in fair value of plan assets
Fair value of plan assets at beginning of year$407,405$—$497,796$—
Actual return on plan assets60,565—(74,140)—
Employer contributions—171—193
Gross benefits paid(14,513)(171)(16,252)(193)
Fair value of plan assets at end of year(a)$453,457$—$407,405$—
Change in benefit obligation
Net benefit obligation at beginning of year$208,315$1,530$261,321$1,975
Service cost3,189—3,670—
Interest cost10,887787,15253
Actuarial (gain) loss3,475(12)(47,577)(305)
Gross benefits paid(14,513)(171)(16,252)(193)
Net benefit obligation at end of year(a)$211,353$1,425$208,315$1,530
Funded (unfunded) status$242,104$(1,425)$199,089$(1,530)
Noncurrent assets$242,104$—$199,089$—
Current liabilities—(158)—(164)
Noncurrent liabilities—(1,267)—(1,366)
Asset (liability) recognized on the consolidated balance sheets$242,104$(1,425)$199,089$(1,530)

(a) The fair value of the plan assets represented 215% and 196% of the net benefit obligation of the pension plan at December 31, 2023 and 2022, respectively.

Amounts recognized in accumulated other comprehensive (income) loss, net of tax, as of December 31, 2023 and 2022 were as follows:

RAPPostretirementPlanRAPPostretirementPlan
($ in thousands)2023202320222022
Prior service cost$(884)$(308)$(1,064)$(362)
Net actuarial loss (gain)27,089(301)44,919(316)
Amount not yet recognized in net periodic benefit cost, but recognized in accumulated other comprehensive (income) loss$26,204$(609)$43,855$(678)

Other changes in plan assets and benefit obligations recognized in OCI, net of tax, in 2023 and 2022 were as follows:

RAPPostretirementPlanRAPPostretirementPlan
($ in thousands)2023202320222022
Net actuarial gain (loss)$24,228$12$(53,466)$305
Amortization of prior service cost(250)(75)(250)(75)
Amortization of actuarial loss (gain)—(29)658—
Income tax benefit (expense)(6,327)2313,553(58)
Total recognized in OCI$17,650$(68)$(39,504)$171

The components of net periodic pension cost for the RAP for 2023, 2022, and 2021 were as follows:

($ in thousands)202320222021
Service cost$3,189$3,670$7,779
Interest cost10,8877,1526,570
Expected return on plan assets(32,862)(26,903)(25,675)
Amortization of prior service cost(250)(250)(73)
Amortization of actuarial loss—6584,594
Recognized settlement loss——434
Total net periodic pension (income)$(19,037)$(15,673)$(6,370)

The components of net periodic benefit cost for the Postretirement Plan for 2023, 2022, and 2021 were as follows:

($ in thousands)202320222021
Interest cost$78$53$52
Amortization of prior service cost(75)(75)(75)
Amortization of actuarial (gain)(29)——
Total net periodic benefit (income)$(26)$(22)$(24)

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.

RAPPostretirement PlanRAPPostretirement Plan
2023202320222022
Weighted average assumptions used to determine benefit obligations
Discount rate5.40%5.40%5.40%5.40%
Rate of increase in compensation levels2.50%N/A2.50%N/A
Interest crediting rate3.77%N/A3.46%N/A
Weighted average assumptions used to determine net periodic benefit costs
Discount rate5.40%5.40%2.80%2.80%
Rate of increase in compensation levels2.50%N/A2.50%N/A
Expected long-term rate of return on plan assets7.30%N/A6.00%N/A

The expected long-term (more than 20 years) rate of return was estimated using market benchmarks for equities and bonds applied to the RAP’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 rates of return for the RAP assets were 15.80% and (15.03)% for 2023 and 2022, respectively.

The RAP’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 RAP is to ensure there are sufficient assets to pay pension obligations when they come due while mitigating risks and providing prudent governance. The RAP 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 to 70%, fixed-income securities 30 to 50%, alternative securities 0 to 15%, and other cash equivalents 0 to 10%. 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 RAP as of the December 31, 2023 and 2022 measurement dates, respectively, by asset category were as follows:

Asset Category20232022
Equity securities54%53%
Fixed-income securities34%35%
Group annuity contracts10%10%
Other2%2%
Total100%100%

The RAP assets include cash equivalents, such as money market accounts, mutual funds, 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, investments in common / collective trust funds are valued at the amount at which units in the funds can be 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.

Based on these inputs, the following table summarizes the fair value of the RAP’s investments as of December 31, 2023 and 2022:

Fair Value Measurements Using
($ in thousands)December 31, 2023Level 1Level 2Level 3
RAP investments
Money market account$10,040$10,040$—$—
Common /collective trust funds164,891164,891——
Mutual funds234,840234,840——
Group annuity contracts43,687——43,687
Total RAP investments$453,457$409,771$—$43,687
Fair Value Measurements Using
($ in thousands)December 31, 2022Level 1Level 2Level 3
RAP investments
Money market account$6,628$6,628$—$—
Common /collective trust funds155,654155,654——
Mutual funds204,184204,184——
Group annuity contracts40,939——40,939
Total RAP investments$407,405$366,466$—$40,939

The following presents a summary of the changes in the fair value of the RAP's Level 3 asset during the periods indicated.

Fair Value Reconciliation of Level 3 RAP Investments20232022
Fair value of group annuity contract at beginning of period$40,939$49,213
Return on plan assets5,313(5,671)
Benefits paid(2,565)(2,604)
Fair value of group annuity contract at end of period$43,687$40,939

The Corporation’s funding policy is to pay at least the minimum amount required by federal law and regulations, with consideration given to the maximum funding amounts allowed. The Corporation regularly reviews the funding of its RAP. There wereno contributions to the RAP during 2023 and 2022.

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, 2023, reflecting expected future services, were as follows:

($ in thousands)RAPPostretirement Plan
Estimated future benefit payments
2024$20,198$163
202522,320158
202621,163152
202719,804146
202819,842140
2029-203383,328595

The health care trend rate is an assumption as to how much the Postretirement Plan’s medical costs will change each year in the future. There are no remaining participants under age 65 in the Postretirement Plan. The actual change in 2023 health care premium rates for post-65 coverage was an increase of 4.00%. The health care trend rate assumption for post-65 coverage assumes a 5.00% rate of increase for 2024 and future years.

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 expenses related to contributions to the 401(k) plan were $16 million, $15 million, and $13 million for 2023, 2022, and 2021, respectively.

Note 13 Income Taxes

The current and deferred amounts of income tax expense (benefit) were as follows:

Years Ended December 31,
($ in thousands)202320222021
Current
Federal$29,319$58,982$57,916
State5,28322,09212,035
Total current34,60281,07469,951
Deferred
Federal(8,371)12,5319,115
State(3,135)(97)6,247
Total deferred(11,506)12,43415,362
Total income tax expense$23,097$93,508$85,313

Temporary differences between the amounts reported on the financial statements and the tax bases of assets and liabilities resulted in deferred taxes. DTAs and liabilities at December 31, 2023 and 2022, included in other assets and accrued expenses and other liabilities on the consolidated balance sheets, respectively, were as follows:

($ in thousands)20232022
Deferred tax assets
Allowance for loan losses$83,378$79,142
Allowance for other losses8,93310,558
Accrued liabilities14,0892,842
Deferred compensation28,42930,246
Federal tax credits carryforward8,849—
Benefit of state tax losses and credit carryforwards9,0687,476
Nonaccrual interest901891
Partnerships2,365—
Lease liability6,7857,390
Net unrealized losses on AFS securities48,63280,148
Net unrealized losses on pension and postretirement benefits8,50614,803
Other9,4034,545
Total deferred tax assets$229,338$238,041
Deferred tax liabilities
Prepaid expenses$66,381$64,480
Goodwill22,16123,119
Mortgage banking activities20,79920,145
Deferred loan fee income8,0974,269
State deferred taxes1,3871,389
Lease financing15,2973,145
Bank premises and equipment20,38920,860
Purchase accounting7,89810,381
Basis difference from equity securities and other investments7,5935,582
Other1,207821
Total deferred tax liabilities$171,209$154,191
Net deferred tax assets$58,129$83,850

At December 31, 2023, the Corporation had state net operating loss carryforwards of $126 million (of which $2 million was acquired from various acquisitions) that will begin expiring in 2024.

The effective income tax rate differs from the statutory federal tax rate. The major reasons for this difference were as follows:

202320222021
Federal income tax rate at statutory rate21.0%21.0%21.0%
Increases (decreases) resulting from:
Tax-exempt interest and dividends(7.4)%(3.4)%(3.0)%
State income taxes (net of federal benefit)0.3%4.2%3.8%
Bank owned life insurance(1.1)%(0.5)%(0.6)%
Tax effect of tax credits and benefits, net of related expenses(4.7)%(1.6)%(1.8)%
Net tax (benefit) from stock-based compensation—%(0.2)%—%
Restructuring in conjunction with ABRC sale—%—%(0.1)%
FDIC premium3.0%0.7%0.5%
Other0.1%0.1%(0.2)%
Effective income tax rate11.2%20.3%19.6%

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, 2023. If income taxes had been provided, the deferred tax liability would have been approximately $25 million. Management does not expect this amount to become taxable in the 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 2020 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 that, if recognized, would affect the effective tax rate was as follows:

($ in thousands)20232022
Balance at beginning of year$2,233$2,324
Subtractions for tax positions related to prior years(441)(486)
Additions for tax positions related to current year435395
Balance at end of year$2,227$2,233

The Corporation recognizes interest and penalties accrued related to unrecognized tax benefits in the income tax expense line on the consolidated statements of income. Interest and penalty benefits, as well as accrued interest and penalties, were immaterial at both December 31, 2023 and 2022. At December 31, 2023 and 2022, the Corporation believes it has appropriately accounted for any unrecognized tax benefits. 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 is 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, foreign currency, and credit risk, primarily by managing the amount, sources, and duration of its assets and liabilities and the use of derivative financial instruments. Specifically, the Corporation enters into derivative financial instruments to manage exposures that arise from business activities that result in the receipt or payment of future known and uncertain cash amounts, the values of which are determined by interest rates and/or foreign currency exchange rates. The Corporation's derivative financial instruments are used to manage differences in the amount, timing, and duration of the Corporation's known or expected cash receipts and its known or expected cash payments principally related to the Corporation's assets.

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, contracts generally contain language outlining collateral pledging requirements for each counterparty. For 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 pledged $93 million and $92 million of investment securities as collateral at December 31, 2023, and 2022, respectively. Cash is often pledged as collateral for derivatives that are not centrally cleared. The Corporation's required cash collateral was $5 million at December 31, 2023, compared to $3 million at December 31, 2022. See Note 18 for fair value information and disclosures and see Note 1 for the Corporation's accounting policy for derivative and hedging activities.

To qualify for hedge accounting, a hedging relationship must be highly effective at mitigating the risk associated with the exposure being hedged. The Corporation performs effectiveness assessments of its derivative financial instruments prospectively at inception and both prospectively and retrospectively quarterly thereafter. The initial prospective assessment is performed on a quantitative basis unless the hedging relationship meets certain conditions, and subsequent assessments are performed on a quantitative basis unless certain conditions are met where a qualitative basis may be used. If it is determined that a derivative financial instrument is not highly effective at hedging the designated exposure, hedge accounting is discontinued.

Fair Value Hedges of Interest Rate Risk

The Corporation is exposed to changes in the fair value of its fixed-rate debt due to changes in benchmark interest rates. The Corporation uses interest rate swaps to manage its exposure to changes in fair value on these instruments attributable to changes in the designated benchmark interest rates. Interest rate swaps designated as fair value hedges involve receiving payment of fixed-rate amounts from a counterparty in exchange for the Corporation paying variable-rate payments over the life of the agreements without the exchange of the underlying notional amount.

Fair Value Hedges of Foreign Currency Exchange Rate Risk

The Corporation is exposed to changes in the fair value of its foreign currency denominated loans due to changes in foreign currency exchange rates. The Corporation uses foreign currency exchange forward contracts to manage its exposure to changes in fair value on these foreign currency denominated loans.

Cash Flow Hedges of Interest Rate Risk

The Corporation is exposed to variability in cash flows on its floating rate assets due to changes in benchmark interest rates. The Corporation uses interest rate swaps to hedge certain forecasted transactions for the variability in cash flows attributable to the contractually specified interest rate in order to add stability to net interest income and to manage its exposure to interest rate movements. Interest rate swaps designated as cash flow hedges involve receiving fixed-rate amounts from a counterparty in exchange for the Corporation making variable-rate payments over the life of the agreements without the exchange of the underlying notional amount. These items, along with the net interest from the derivative, are reported in the same income statement line as the interest income from the floating-rate assets.

Derivatives to Accommodate Customer Needs

The Corporation facilitates customer borrowing activity by entering into various derivative contracts which are designated as free 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 until early 2022, commodity prices. As of the end of the first quarter of 2022, the Corporationno longer had any outstanding commodity contracts. These derivative contracts are not designated against specific assets and liabilities on the consolidated balance sheets 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 markets, net, and typically include interest rate-related instruments (swaps and caps), foreign currency exchange forwards, and until the end of the first quarter of 2022, commodity contracts. See Note 15 for additional information and disclosures on balance sheet offsetting.

Interest rate-related and other instruments: The Corporation provides interest rate risk management services to commercial customers, primarily 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, except in rare circumstances where the indices are not identical which creates a negligible basis mismatch. The Corporation also enters into credit risk participation agreements with financial institution counterparties for interest rate swaps related to loans as either a participant or a lead bank. The risk participation agreements entered into by the Corporation as a participant bank provide credit protection to the financial institution counterparty should the borrower fail to perform on its interest rate derivative contract with that financial institution.

Foreign currency exchange forwards: The Corporation provides foreign currency exchange services to customers, primarily forward contracts. The 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.

Commodity contracts: As of the end of the first quarter of 2022, the Corporationno longer had any outstanding commodity contracts. Historically, commodity contracts were entered into primarily for the benefit of commercial customers seeking to manage their exposure to fluctuating commodity prices. The Corporation mitigated its risk by then entering into an offsetting commodity derivative contract.

Mortgage Derivatives

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 values of these commitments are 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 on the consolidated statements of income.

Interest rate-related instruments for MSRs hedge: The fair value of the Corporation's MSRs asset changes in response to changes in primary mortgage loan rates and other assumptions. To mitigate the earnings volatility caused by changes in the fair value of MSRs, the Corporation designates certain financial instruments as an economic hedge. Changes in the fair value of these instruments are generally expected to partially offset changes in the fair value of MSRs and are 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 on the consolidated statements of income.

The following table presents the total notional amounts and gross fair values of the Corporation's derivatives, as well as the balance sheet netting adjustments as of December 31, 2023 and December 31, 2022. The derivative assets and liabilities are presented on a gross basis prior to the application of bilateral collateral and master netting agreements, but after the variation margin payments with central clearing organizations have been applied as settlement, as applicable. Total derivative assets and liabilities are adjusted to take into consideration the effects of legally enforceable master netting agreements and cash collateral received or paid as of December 31, 2023 and December 31, 2022. The resulting net derivative asset and liability fair values are included in other assets and accrued expenses and other liabilities, respectively, on the consolidated balance sheets.

December 31, 2023 · December 31, 2022
Asset · Liability · Asset · Liability
($ in thousands) · Notional Amount · FairValue · Notional Amount · FairValue · Notional Amount · FairValue · Notional Amount · FairValue
Designated as hedging instruments:
Interest rate-related instruments$2,300,000$8,075$550,000$930$900,000$4,349$1,150,000$1,260
Foreign currency exchange forwards231,566632189,2122,946261,595416167,088972
Total designated as hedging instruments8,7073,8764,7652,233
Not designated as hedging instruments:
Interest rate-related and other instruments3,603,513111,6236,528,471195,6624,246,82362,4014,599,391251,398
Foreign currency exchange forwards87,5262,954135,6542,74668,57043734,240402
Mortgage banking(a)29,49043951,50067321,2658633,00046
Total not designated as hedging instruments115,016199,08262,925251,847
Gross derivatives before netting123,723202,95867,690254,079
Less: Legally enforceable master netting agreements18,23418,2342,7882,788
Less: Cash collateral pledged/received35,855—26,898217
Total derivative instruments, after netting$69,634$184,724$38,003$251,073

(a) The notional amount of the mortgage derivative asset includes interest rate lock commitments, while the notional amount of the mortgage derivative liability includes forward commitments.

The following table presents amounts that were recorded on the consolidated balance sheets related to cumulative basis adjustments for fair value hedges:

Line Item in the Consolidated Balance Sheets in Which the Hedged Item is Included
Carrying Amount of the Hedged Assets/(Liabilities)(a)Cumulative Amount of Fair Value Hedging Adjustment Included in the Carrying Amount of the Hedged Assets/(Liabilities)Carrying Amount of the Hedged Assets/(Liabilities)(a)Cumulative Amount of Fair Value Hedging Adjustment Included in the Carrying Amount of the Hedged Assets/(Liabilities)
($ in thousands) · December 31, 2023 · December 31, 2022
Other long-term funding$(548,634)$1,366$(248,145)$1,855
FHLB Advances(590,287)9,713(585,692)14,308
Total$(1,138,921)$11,079$(833,837)$16,163

(a) Excludes hedged items where only foreign currency risk is the designated hedged risk. At December 31, 2023 and 2022, the carrying amount excluded for foreign currency denominated loans was $421 million and $429 million, respectively.

The Corporation terminated its $500 million fair value hedge during the fourth quarter of 2019. At December 31, 2023, the amortized cost basis of the closed portfolios which had previously been used in the terminated hedging relationship was $267 million and is included in loans on the consolidated balance sheets. This amount includes $1 million of hedging adjustments on the discontinued hedging relationships, which are not presented in the table above.

The tables below identify the effect of fair value and cash flow hedge accounting on the Corporation's consolidated statements of income during the twelve months ended December 31, 2023, 2022, and 2021:

Location and Amount Recognized on the Consolidated Statements of Income in Fair Value and Cash Flow Hedging Relationships
For the Years Ended December 31,
2023 · 2022 · 2021
($ in thousands)Interest IncomeInterest ExpenseLoss on Mortgage Portfolio SaleInterest IncomeInterest ExpenseInterest Income
Total amounts of income/expense presented on the consolidated statements of income in which the effects of the fair value or cash flow hedges are recorded(a)$(14,176)$17,536$(125)$(263)$334$(1,376)
The effects of fair value and cash flow hedging: Impact on fair value hedging relationships in Subtopic 815-20
Interest contracts:
Hedged items(245)5,084(125)(529)(16,163)(1,376)
Derivatives designated as hedging instruments(a)(13,930)12,451—26616,497—

(a) Includes net settlements on the derivatives.

Location and Amount Recognized on the Consolidated Statements of Income in Fair Value Hedging Relationships
For the Years Ended December 31,
202320222021
($ in thousands)Capital Markets, NetCapital Markets, NetCapital Markets, Net
Total amounts of income/expense presented on the consolidated statements of income in which the effects of fair value hedges are recorded$—$(9)$55
Foreign currency contracts:
Hedged items9,322(26,686)1,012
Derivatives designated as hedging instruments(9,322)26,677(957)

The following table presents the effect of cash flow hedge accounting on accumulated other comprehensive income (loss) for the twelve months ended December 31, 2023, 2022, and 2021:

For the Years Ended December 31,
($ in thousands)202320222021
Interest rate-related instruments designated as cash flow hedging instruments
Amount of gain (loss) recognized in OCI on cash flow hedge derivative(a)$(13,254)$3,626$—
Amount of (gain) loss reclassified from accumulated other comprehensive income (loss) into interest income(a)13,930(266)—

(a) The entirety of gains (losses) recognized in OCI as well as those reclassified from accumulated other comprehensive income (loss) into interest income were included components in the assessment of hedge effectiveness.

Amounts reported in accumulated other comprehensive income (loss) related to cash flow hedge derivatives are reclassified to interest income as interest payments are made on the hedged variable interest rate assets. The Corporation estimates that $7 million will be reclassified as a decrease to interest income over the next 12 months. This amount could differ from amounts actually recognized due to changes in interest rates, hedge de-designations, or the addition of other hedges subsequent to December 31, 2023. The maximum length of time over which the Corporation is hedging its exposure to the variability in future cash flows is 35 months as of December 31, 2023.

The table below identifies the effect of derivatives not designated as hedging instruments on the Corporation's consolidated statements of income during the twelve months ended December 31, 2023, 2022, and 2021:

Consolidated Statements of Income Category ofGain / (Loss) Recognized in Income · For the Years Ended December 31,
($ in thousands) · 2023 · 2022 · 2021
Derivative Instruments
Interest rate-related and other instruments — customer and mirror, netCapital markets, net$392$515$2,432
Interest rate-related instruments — MSRs hedgeMortgage banking, net(1,096)(12,622)—
Foreign currency exchange forwardsCapital markets, net1,670203730
Commodity contractsCapital markets, net—(16)(1,316)
Interest rate lock commitments (mortgage)Mortgage banking, net353(2,531)(7,007)
Forward commitments (mortgage)Mortgage banking, net(627)(123)2,075

Note 15 Balance Sheet Offsetting

Interest Rate-Related Instruments and Foreign Exchange Forwards (“Interest and Foreign Exchange Agreements”)

The Corporation enters into interest rate-related instruments to facilitate the interest rate risk management strategies of commercial customers and foreign exchange forwards to manage customers' exposure to fluctuating foreign exchange rates. The Corporation typically mitigates these risks by entering into equal and offsetting agreements with highly rated third-party financial institutions, though in rare circumstances the agreements are not perfectly equal and offsetting, which creates a negligible basis mismatch. The Corporation is party to master netting arrangements with some of its financial institution counterparties that create single net settlements of all legal claims or obligations to pay or receive the net amount of settlement of the individual interest and foreign 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. Derivatives subject to a legally enforceable master netting agreement are reported with assets and liabilities offset resulting in a net position which is further offset by any cash collateral, and is reported in other assets and accrued expenses and other liabilities on the face of the consolidated balance sheets. For disclosure purposes, the net position on the consolidated balance sheets can be further netted down by investment securities collateral received or pledged. See Note 14 for additional information on the Corporation’s derivative and hedging activities.

The following table presents the interest rate and foreign exchange assets and liabilities subject to an enforceable master netting arrangement as of December 31, 2023 and 2022. The interest rate and foreign exchange agreements the Corporation has with its commercial customers are not subject to an enforceable master netting arrangement and are therefore excluded from this table:

Gross Amounts Subject to Master Netting Arrangements Offset on the Consolidated Balance Sheets · Net Amounts Presented on the Consolidated Balance Sheets · Gross Amounts Not Offset on the Consolidated Balance Sheets
($ in thousands) · Gross Amounts Recognized · Derivative Liabilities Offset · Cash Collateral Received · Security Collateral Received · NetAmount
Derivative assets
December 31, 2023$87,075$(18,234)$(35,855)$32,985$(32,985)$—
December 31, 202263,029(2,788)(26,898)33,342(30,753)2,589
Gross Amounts Subject to Master Netting Arrangements Offset on the Consolidated Balance Sheets · Net Amounts Presented on the Consolidated Balance Sheets · Gross Amounts Not Offset on the Consolidated Balance Sheets
($ in thousands)Gross Amounts RecognizedDerivative Assets OffsetCash Collateral PledgedSecurity Collateral PledgedNetAmount
Derivative liabilities
December 31, 2023$18,767$(18,234)$—$533$—$533
December 31, 20223,096(2,788)(217)91—91

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:

($ in thousands)December 31, 2023December 31, 2022
Commitments to extend credit, excluding commitments to originate residential mortgage loans held for sale(a)(b)$11,170,147$12,444,275
Commercial letters of credit(a)3,6973,188
Standby letters of credit(c)212,029270,692

(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 haveno 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, 2023 or 2022.

(b) Interest rate lock commitments to originate residential mortgage loans held for sale are considered derivative instruments and are disclosed in Note 14.

(c) Standby letters of credit are presented excluding participations. The Corporation has established a liability of $2 million and $3 million at December 31, 2023 and 2022, respectively, 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 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 expected lifetime losses related to unfunded commitments (including unfunded loan commitments and letters of credit).

The following table presents a summary of the changes in the allowance for unfunded commitments:

($ in thousands)Year Ended December 31, 2023Year Ended December 31, 2022
Allowance for unfunded commitments
Balance at beginning of period$38,776$39,776
Provision for unfunded commitments(4,000)(1,000)
Balance at end of period$34,776$38,776

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 in other assets and accrued expenses and other liabilities 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, 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 the 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, 2023, was $219 million, compared to $250 million at December 31, 2022, 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 $34 million, $34 million, and $33 million during the years ended December 31, 2023, 2022, and 2021, respectively. The Corporation's remaining investment in qualified affordable housing projects accounted for under the proportional amortization method totaled $215 million at December 31, 2023 and $246 million at December 31, 2022.

The Corporation’s unfunded equity contributions relating to investments in qualified affordable housing and historic projects are recorded in accrued expenses and other liabilities on the consolidated balance sheets. The Corporation’s remaining unfunded equity contributions totaled $27 million and $40 million at December 31, 2023 and 2022, respectively.

During the years ended December 31, 2023, 2022 and 2021, the Corporation didnot record any impairment related to qualified affordable housing investments.

The Corporation has principal investment commitments to provide capital-based financing to private companies through either direct investment 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 loan pools that support CRA loans. The timing of future cash requirements to fund these pools is dependent upon loan demand, which can vary over time. The aggregate carrying value of these investments was $40 million and $27 million at December 31, 2023 and 2022, respectively, included in tax credit and other investments on the consolidated balance sheets.

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 and intends to continue to defend itself 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 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.

Management believes that the legal proceedings currently pending against it should not have a material adverse effect on the Corporation’s consolidated financial condition. However, in light of the uncertainties involved in such proceedings, there is no assurance that the ultimate resolution of these matters will not significantly exceed the reserves the Corporation has currently accrued or that a matter will not have material reputational or other qualitative consequences. As a result, the outcome of a particular matter may be material to the Corporation’s operating results for a particular period, depending on, among other factors, the size of the loss or liability imposed and the level of the Corporation’s income for that period.

Regulatory Matters

A variety of consumer products, including mortgage and deposit products, and certain fees and charges related to such products, have come under increased regulatory scrutiny. It is possible that regulatory authorities could bring enforcement actions, including civil money penalties, or take other actions against the Corporation in regard to these consumer 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, fees and charges. 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.

In recent consent orders with financial institutions, the CFPB has asserted that certain overdraft charges constitute “unfair and abusive acts and practices.” In certain instances, these financial institutions have agreed to make restitution to customers and to pay civil money penalties. Included in the practices that the CFPB has asserted are “unfair and abusive” are (1) overdraft fees on transactions that had a sufficient balance at the time authorized but then later settled with an insufficient balance (“APSN Fees”), and (2) repeat insufficient funds fees on transactions resubmitted for payment after they were initially declined (“Representment Fees”). In light of these orders, the Corporation has undertaken a review of its current and past practices regarding APSN Fees and Representment Fees. Such review could result in changes to our overdraft fee policies, which would reduce our fee income in future periods and which could also result in a decision to make remediation payments to current and past customers who incurred such fees. The Corporation’s financial results may be materially impacted in any period in which the Corporation determines to make any such remediation payments. In addition to the review described above, the Corporation received an arbitration request in July 2023 which, among other things, sought to recover APSN Fees and Representment Fees on behalf of certain current and former deposit customers of the Corporation (the "arbitration request"). After mediation of the arbitration request, a settlement in principle of $2.1 million including attorneys' fees was reached in the fourth quarter of 2023.

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 the 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. The Corporation also sells qualifying residential mortgage loans guaranteed by U.S. government agencies into GNMA pools.

As a result of make whole requests, the Corporation has repurchased loans with aggregate principal balances of $5 million and $6 million for the years ended December 31, 2023 and 2022, respectively. There were no loss reimbursement and settlement claims paid for the years ended December 31, 2023, or 2022. Make whole requests since January 1, 2022 generally arose from loans originated since January 1, 2021 with such balances totaling $3.8 billion at the time of sale, consisting primarily of loans sold to GSEs. As of December 31, 2023, $3.5 billion of those loans originated since January 1, 2021 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 mortgage repurchase reserve, included in accrued expenses and other liabilities on the consolidated balance sheets, was approximately $835,000 at December 31, 2023 and $1 million at December 31, 2022.

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, 2023 and December 31, 2022, there were $15 million and $7 million, respectively, of residential mortgage loans sold 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, 2023 and December 31, 2022, there were $16 million and $19 million, respectively, of such residential mortgage loans with credit risk recourse, upon which there have been immaterial historical losses to the Corporation.

Note 17 Parent Company Only Financial Information

Presented below are condensed financial statements for the Parent Company:

Balance Sheets

December 31,
($ in thousands)20232022
Assets
Cash and due from banks$22,473$14,899
Interest-bearing deposits in other financial institutions20,42829,856
Notes and interest receivable from subsidiaries562,640172,066
Investments in and receivable due from subsidiaries4,080,5364,036,273
Other assets48,58948,097
Total assets$4,734,666$4,301,191
Liabilities and Stockholders' Equity
Commercial paper$—$20,798
Subordinated notes, at par550,000250,000
Long-term funding capitalized costs and fair value hedge liability(9,114)(2,399)
Total long-term funding540,886247,601
Accrued expenses and other liabilities19,80717,301
Total liabilities560,693285,701
Preferred equity194,112194,112
Common equity3,979,8613,821,378
Total stockholders’ equity4,173,9734,015,490
Total liabilities and stockholders’ equity$4,734,666$4,301,191

Statements of Income

For the Years Ended December 31,
($ in thousands)202320222021
Income
Income from subsidiaries$192,559$373,581$361,198
Interest income on notes receivable from subsidiaries30,3635,6323,247
Other income1,1751,262682
Total income224,097380,475365,127
Expense
Interest expense on short and long-term funding36,08110,65510,942
Other expense7,3526,1187,330
Total expense43,43416,77218,272
Income before income tax expense180,663363,702346,856
Income tax (benefit)(2,292)(2,420)(4,138)
Net income182,956366,122350,994
Preferred stock dividends11,50011,50017,111
Net income available to common equity$171,456$354,622$333,883

Statements of Cash Flows

For the Years Ended December 31,
($ in thousands)202320222021
Cash Flows from Operating Activities
Net income$182,956$366,122$350,994
Adjustments to reconcile net income to net cash provided by operating activities:
(Increase) decrease in equity in undistributed net income (loss) of subsidiaries107,441(343,582)28,802
Net change in other assets and accrued expenses and other liabilities(35,863)14,15917,102
Net cash provided by operating activities254,53436,699396,898
Cash Flows from Investing Activities
Net (increase) decrease in notes receivable from subsidiaries(385,000)115,00020,000
Net cash provided by (used in) investing activities(385,000)115,00020,000
Cash Flows from Financing Activities
Net (decrease) in commercial paper(20,798)(13,932)(24,616)
Proceeds from issuance of long-term funding292,740——
Proceeds from issuance of common stock for stock-based compensation plans4,29711,06125,702
Redemption of preferred stock——(164,458)
Purchase of treasury stock, open market purchases——(132,955)
Purchase of treasury stock, stock-based compensation plans(6,593)(6,480)(4,847)
Cash dividends on common stock(129,534)(123,137)(116,061)
Cash dividends on preferred stock(11,500)(11,500)(17,111)
Other—(938)—
Net cash used in financing activities128,612(144,928)(434,346)
Net increase (decrease) in cash and cash equivalents(1,854)6,771(17,448)
Cash and cash equivalents at beginning of year44,75537,98455,432
Cash and cash equivalents at end of year$42,901$44,755$37,984

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

AFS Investment Securities: 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 AFS investment securities are classified predominantly within Level 2 of the fair value hierarchy. See Note 3 for additional disclosure regarding the Corporation’s AFS investment 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 and other 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 - Both Designated and Not Designated as Hedging Instruments): The Corporation uses interest rate-related instruments (swaps and caps) to hedge its exposure to changes in fair value of its fixed-rate debt as well as to hedge its exposure to variability in cash flows on its floating rate assets, both due to changes in benchmark interest rates. Additionally, the Corporation also offers interest rate-related instruments (swaps and caps) to service its 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, 2023 and 2022, and has determined that the credit valuation adjustments are not significant to the overall valuation of its derivative financial instruments for interest rate-related instruments. Therefore, the Corporation has determined that the fair value measures of its derivative financial instruments for interest rate-related instruments in their entirety are classified within Level 2 of the fair value hierarchy.

Derivative Financial Instruments (Foreign Currency Exchange Forwards - Both Designated and Not Designated as Hedging Instruments): 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 its 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 is classified within Level 2 of the fair value hierarchy. See Note 14 for additional disclosures regarding the Corporation’s foreign currency exchange forwards.

For Level 3 assets and liabilities measured at fair value on a recurring basis as of December 31, 2023, the Corporation utilized the following valuation techniques and significant unobservable inputs:

Mortgage Servicing Rights: The Corporation sells residential mortgage loans in the secondary market and typically retains the rights 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. The Corporation has made the irrevocable election to account for its MSRs asset under the fair value measurement method. Under this methodology, changes in the fair value are recognized in earnings as they occur through mortgage banking, net on the consolidated statements of income.

MSRs are not traded in active markets. A cash flow model is used to determine fair value. Key assumptions and estimates, including projected prepayment speeds, assumed servicing costs, ancillary income, costs to service delinquent loans, costs of foreclosure, and discount rates with option-adjusted spreads, used by this model are based on current market sources. Assumptions used to value MSRs are considered significant unobservable inputs. A separate third-party model is used to estimate prepayment speeds based on interest rates, housing turnover rates, estimated loan curtailment, anticipated defaults, and other relevant factors. Fair value estimates from outside sources are received periodically to corroborate the results of the valuation model. Due to the nature of the valuation inputs, MSRs are classified within Level 3 of the fair value hierarchy. See Note 5 for additional disclosure regarding the Corporation’s MSRs.

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 date to the expected rate lock expiration date based on the underlying loan attributes, estimated closing ratios, and investor price 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 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.

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 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 financial instruments measured at fair value on a recurring basis as of December 31, 2023 and 2022, aggregated by the level in the fair value hierarchy within which those measurements fall:

($ in thousands)Fair Value HierarchyDecember 31, 2023December 31, 2022
Assets
AFS investment securities:
U.S. Treasury securitiesLevel 1$35,902$109,378
Agency securitiesLevel 2—13,532
Obligations of state and political subdivisions (municipal securities)Level 291,817230,714
Residential mortgage-related securities:
FNMA/FHLMCLevel 21,120,7941,604,610
GNMALevel 22,042,675497,596
Commercial mortgage-related securities:
FNMA/FHLMCLevel 216,93717,142
GNMALevel 2154,793110,462
Asset backed securities:
FFELPLevel 2133,975151,191
SBALevel 21,0514,477
Other debt securitiesLevel 22,9502,922
Total AFS investment securitiesLevel 1$35,902$109,378
Total AFS investment securitiesLevel 23,564,9902,632,647
Equity securities with readily determinable fair valuesLevel 16,8835,991
Residential loans held for saleLevel 233,01120,383
Mortgage servicing rights, netLevel 384,39077,351
Interest rate-related instruments designated as hedging instruments(a)Level 28,0754,349
Foreign currency exchange forwards designated as hedging instruments(a)Level 2632416
Interest rate-related and other instruments not designated as hedging instruments(a)Level 2111,62362,401
Foreign currency exchange forwards not designated as hedging instruments(a)Level 22,954437
Interest rate lock commitments to originate residential mortgage loans held for saleLevel 343986
Liabilities
Interest rate-related instruments designated as hedging instruments(a)Level 2$930$1,260
Foreign currency exchange forwards designated as hedging instruments(a)Level 22,946972
Interest rate-related and other instruments not designated as hedging instruments(a)Level 2195,662251,398
Foreign currency exchange forwards not designated as hedging instruments(a)Level 22,746402
Forward commitments to sell residential mortgage loansLevel 367346

(a) Figures are 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.

The table below presents a rollforward of the consolidated balance sheets amounts for the years ended December 31, 2023 and 2022, for the Corporation's mortgage derivatives measured on a recurring basis and classified within Level 3 of the fair value hierarchy:

($ in thousands)Interest rate lock commitments to originate residential mortgage loans held for saleForward commitments to sell residential mortgage loansTotal
Balance December 31, 2021$2,617$(30)$2,647
New production10,442(2,028)12,470
Closed loans / settlements(913)24,766(25,679)
Other(12,060)(22,662)10,603
Change in mortgage derivative(2,531)76(2,607)
Balance December 31, 2022$86$46$40
New production$6,557$(1,816)$8,373
Closed loans / settlements(4,171)2,494(6,665)
Other(2,033)(51)(1,982)
Change in mortgage derivative352627(274)
Balance December 31, 2023$439$673$(234)

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 LOCOM, including the general classification of such instruments pursuant to the valuation hierarchy.

Commercial Loans Held For Sale: The estimated fair value is based on a discounted cash flow analysis, which the Corporation classifies as a Level 2 nonrecurring fair value measurement.

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 OREO, less estimated selling costs. The fair value of OREO, upon initial recognition or subsequent impairment, was estimated using appraised values, which the Corporation classifies as a Level 2 nonrecurring fair value measurement.

For Level 3 assets and liabilities measured at fair value on a nonrecurring basis as of December 31, 2023, the Corporation utilized the following valuation techniques and significant unobservable inputs:

Individually Evaluated Loans: The Corporation individually evaluates loans when a commercial loan relationship over $500,000 is in nonaccrual status or, prior to 2023, when a commercial or consumer loan relationship had its terms restructured in a TDR or when a loan met the Corporation's definition of a probable TDR. On January 1, 2023, the Corporation adopted ASU 2022-02 prospectively. As a result, loans that were restructured prior to adoption are no longer considered TDRs and are not individually evaluated. See Note 4 for additional information regarding the Corporation’s individually evaluated loans.

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 76,000 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 76,000 shares of Visa Class B to convert to 120,650 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.

The following table presents the carrying value of equity securities without readily determinable fair values still held as of December 31, 2023 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, 2023:

($ in thousands)
Equity securities without readily determinable fair values
Carrying value as of December 31, 2022$19,225
Carrying value changes5,785
Purchases10,011
Sales(252)
Carrying value as of December 31, 2023$34,769
Cumulative upward carrying value changes between January 1, 2018 and December 31, 2023$24,671
Cumulative downward carrying value changes between January 1, 2018 and December 31, 2023$—

The table below presents the Corporation’s assets measured at fair value on a nonrecurring basis, aggregated by the level in the fair value hierarchy within which those measurements fall:

($ in thousands)Fair Value HierarchyFair ValueConsolidated Statements of Income Category ofAdjustment Recognized in IncomeAdjustment Recognized on the Consolidated Statements of Income(a)
Assets
Individually evaluated loans(b)Level 3$47,221Provision for credit losses$45,709
OREO(c)Level 23,139Other noninterest expense / provision for credit losses(d)2,532
Equity securities without readily determinable fair valuesLevel 324,671Investment securities gains (losses), net5,785
Assets
Individually evaluated loans(b)Level 3$23,584Provision for credit losses$4,405
OREO(c)Level 22,196Other noninterest expense / provision for credit losses(d)971
Equity securities without readily determinable fair valuesLevel 319,134Investment securities gains (losses), net5,690

(a) Includes the full year impact on the consolidated statements of income.

(b) On January 1, 2023, the Corporation adopted ASU 2022-02. Under this update, TDRs were eliminated and replaced with a modified loan classification which were no longer individually evaluated. As a result, amounts reported for 2023 and forward will not be comparable to prior period reported amounts.

(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 is therefore not included in the table.

(d) When a property's value is written down at the time it is transferred to OREO, the charge off is booked to the provision for credit losses. When a property is already in OREO and subsequently written down, the charge off is booked to other noninterest expense.

Certain nonfinancial assets and nonfinancial liabilities measured at fair value on a nonrecurring basis include the fair value analysis in the goodwill impairment test as well as intangible assets and other nonfinancial long-lived assets measured at fair value for the purpose of impairment assessment.

The table below presents the unobservable inputs that are readily quantifiable pertaining to Level 3 measurements:

December 31, 2023 · Valuation Technique · Significant Unobservable Input · Range of Inputs · Weighted Average Input Applied
Mortgage servicing rightsDiscounted cash flowOption adjusted spread6%-8%6%
Mortgage servicing rightsDiscounted cash flowConstant prepayment rate1%-100%4%
Individually evaluated loansAppraisals / Discounted cash flowCollateral / Discount factor18%-53%53%
Interest rate lock commitments to originate residential mortgage loans held for saleDiscounted cash flowClosing ratio31%-100%89%

Fair Value of Financial Instruments

The Corporation is required to disclose estimated fair values for its financial instruments.

Fair value estimates are set forth below for the Corporation’s financial instruments:

December 31, 2023 · December 31, 2022
($ in thousands)Fair Value Hierarchy LevelCarrying AmountFair ValueCarrying AmountFair Value
Financial assets
Cash and due from banksLevel 1$484,384$484,384$436,952$436,952
Interest-bearing deposits in other financial institutionsLevel 1425,089425,089156,693156,693
Federal funds sold and securities purchased under agreements to resellLevel 114,35014,35027,81027,810
AFS investment securitiesLevel 135,90235,902109,378109,378
AFS investment securitiesLevel 23,564,9903,564,9902,632,6472,632,647
HTM investment securities, netLevel 1999963999936
HTM investment securities, netLevel 23,859,1613,379,5863,959,3993,400,028
Equity securities with readily determinable fair valuesLevel 16,8836,8835,9915,991
Equity securities without readily determinable fair values(d)10,00010,000——
Equity securities without readily determinable fair valuesLevel 324,76924,76919,22519,225
FHLB and Federal Reserve Bank stocksLevel 2229,171229,171295,496295,496
Residential loans held for saleLevel 233,01133,01120,38320,383
Commercial loans held for saleLevel 290,30390,303——
Loans, netLevel 328,865,12427,371,08628,486,84927,481,426
Bank and corporate owned life insuranceLevel 2682,649682,649676,530676,530
Mortgage servicing rights, netLevel 384,39084,39077,35177,351
Derivatives (other assets)(a)Level 2123,284123,28467,60367,603
Interest rate lock commitments to originate residential mortgage loans held for sale (other assets)Level 34394398686
Financial liabilities
Noninterest-bearing demand, savings, interest-bearing demand, and money market accountsLevel 3$26,130,076$26,130,076$27,705,996$27,705,996
Brokered CDs and other time deposits(b)Level 27,315,9737,315,9731,930,1581,930,158
Short-term fundingLevel 2326,780326,757605,937605,205
FHLB advancesLevel 21,940,1941,944,6004,319,8614,322,264
Other long-term fundingLevel 2541,269534,983248,071242,151
Standby letters of credit(c)Level 22,1572,1572,8812,881
Derivatives (accrued expenses and other liabilities)(a)Level 2202,285202,285254,033254,033
Forward commitments to sell residential mortgage loans (accrued expenses and other liabilities)Level 36736734646

(a) Figures are 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.

(b) When the estimated fair value is less than the carrying value, the carrying value is reported as the fair value.

(c) The commitment on standby letters of credit was $212 million and $271 million at December 31, 2023 and 2022, respectively. See Note 16 for additional information on the standby letters of credit and for information on the fair value of lending-related commitments.

(d) These securities are measured at fair value using Net Asset Value per share (or its equivalent) as a practical expedient.

Note 19 Regulatory Matters

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-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 CET1 capital to risk-weighted assets, and of tier 1 capital to average assets. Management believes, as of December 31, 2023 and 2022, 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, 2023 and 2022, the most recent notifications from the OCC and the FDIC 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 2023 or 2022.

Actual · For Capital AdequacyPurposes · To Be Well CapitalizedUnder Prompt CorrectiveAction Provisions(a)
($ in thousands) · Amount · Ratio · Amount · Ratio · Amount · Ratio
Associated Banc-Corp
Total capital$3,997,20512.21%$2,618,596≥8.00%
Tier 1 capital3,269,0509.99%1,963,947≥6.00%
CET13,074,9389.39%1,472,960≥4.50%
Leverage3,269,0508.06%1,622,053≥4.00%
Associated Bank, N.A.
Total capital$3,803,05211.64%$2,614,469≥8.00%$3,268,086≥10.00%
Tier 1 capital3,167,1829.69%1,960,852≥6.00%2,614,469≥8.00%
CET13,167,1829.69%1,470,639≥4.50%2,124,256≥6.50%
Leverage3,167,1827.82%1,620,970≥4.00%2,026,212≥5.00%
Associated Banc-Corp
Total capital$3,680,22711.33%$2,597,589≥8.00%
Tier 1 capital3,229,6909.95%1,948,192≥6.00%
CET13,035,5789.35%1,461,144≥4.50%
Leverage3,229,6908.59%1,504,035≥4.00%
Associated Bank, N.A.
Total capital$3,594,84511.09%$2,593,728≥8.00%$3,242,160≥10.00%
Tier 1 capital3,243,34910.00%1,945,296≥6.00%2,593,728≥8.00%
CET13,243,34910.00%1,458,972≥4.50%2,107,404≥6.50%
Leverage3,243,3498.63%1,503,666≥4.00%1,879,583≥5.00%

(a) 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:

For the Years Ended December 31,
($ in thousands, except per share data)202320222021
Net income$182,956$366,122$350,994
Preferred stock dividends(11,500)(11,500)(17,111)
Net income available to common equity$171,456$354,622$333,883
Common shareholder dividends$(128,748)$(122,417)$(115,212)
Unvested share-based payment awards(785)(720)(849)
Undistributed earnings$41,922$231,485$217,822
Undistributed earnings allocated to common shareholders$41,675$229,995$216,299
Undistributed earnings allocated to unvested share-based payment awards2471,4901,523
Undistributed earnings$41,922$231,485$217,822
Basic
Distributed earnings to common shareholders$128,748$122,417$115,212
Undistributed earnings allocated to common shareholders41,675229,995216,299
Total common shareholders earnings, basic$170,424$352,412$331,510
Diluted
Distributed earnings to common shareholders$128,748$122,417$115,212
Undistributed earnings allocated to common shareholders41,675229,995216,299
Total common shareholders earnings, diluted$170,424$352,412$331,510
Weighted average common shares outstanding149,968149,162150,773
Effect of dilutive common stock awards8921,3341,214
Diluted weighted average common shares outstanding150,860150,496151,987
Basic earnings per common share$1.14$2.36$2.20
Diluted earnings per common share$1.13$2.34$2.18

Approximately 3 million anti-dilutive common stock options were excluded from the earnings per share calculation at December 31, 2023,2 million at December 31, 2022, and 3 million at December 31, 2021.

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. Thethree 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 taxes, and equity to each segment. Allocation methodologies are subject to periodic 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, primarily loans) and credits providers of funds (liabilities, primarily deposits) based on the maturity, prepayment, and/or re-pricing characteristics of the assets and liabilities. The net effect of this allocation is offset in the Risk Management and Shared Services segment to ensure consolidated totals reflect the Corporation's net interest income. The net FTP allocation is reflected as net intersegment interest income (expense) in the accompanying tables.

The provision for credit losses 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 ACLL model using methodologies described in Note 1. 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 expense and bank-wide expense accruals (including, when applicable, amortization of CDIs and other intangible assets associated with acquisitions, acquisition-related costs, and asset gains on disposed business units) 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. 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).

A description of each business segment is presented below.

Corporate and Commercial Specialty: The Corporate and Commercial Specialty segment serves a wide range of customers including private clients, larger businesses, developers, not-for-profits, municipalities, and financial institutions by providing lending and deposit solutions as well as the support to deliver, fund, and manage such banking solutions. In addition, this segment provides a variety of investment, fiduciary, and retirement planning products and services to individuals, private clients, and small to mid-sized businesses. 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 CRE 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, CRE financing, construction loans, letters of credit, leasing, ABL & equipment finance, 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; (3) specialized financial services such as interest rate risk management, and foreign exchange solutions; (4) fiduciary services such as administration of pension, profit-sharing and other employee benefit plans, fiduciary and corporate agency services, and institutional asset management; and (5) investable funds solutions such as savings, money market deposit accounts, IRA accounts, CDs, fixed and variable annuities, full-service, discount and online investment brokerage; investment advisory services; and trust and investment management accounts. During the first quarter of 2021, the Corporation sold its wealth management subsidiary, Whitnell.

Community, Consumer, and Business: The Community, Consumer, and Business segment serves individuals, as well as small and mid-sized businesses, by providing lending and deposit solutions. 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 and community banking 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, auto finance loans, business loans, and business lines of credit, and (2) deposit and transactional solutions such as checking, credit and debit cards, online banking and bill pay, and money transfer services.

Risk Management and Shared Services: The Risk Management and Shared Services segment includes key shared operational functions and also includes 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).

Effective during the third quarter of 2022, the product and marketing functions were moved to the Risk Management and Shared Services segment from the Community, Consumer, and Business and Corporate and Commercial Specialty segments in order to centralize these functions under common leadership.

Effective during the first quarter of 2022, certain support functions and a select group of banking regions were realigned into the Community, Consumer, and Business segment from the Corporate and Commercial Specialty segment.

Effective during 2021, select back office support functions that specifically support Community, Consumer and Business were reorganized under that segment from the Risk Management and Shared Services segment.

Information about the Corporation’s segments is presented below:

Corporate and Commercial Specialty
For the Years Ended December 31,
($ in thousands)202320222021
Net interest income$958,046$566,566$361,634
Net intersegment interest income (expense)(391,276)(103,360)18,001
Segment net interest income566,769463,205379,636
Noninterest income136,995145,751165,345
Total revenue703,764608,956544,980
Provision for credit losses55,80149,54360,311
Noninterest expense248,926234,234219,655
Income before income taxes399,037325,179265,015
Income tax expense71,76659,00046,906
Net income$327,271$266,179$218,109
Allocated goodwill$525,836$525,836$525,836
Community, Consumer, and Business
For the Years Ended December 31,
($ in thousands)202320222021
Net interest income$285,175$322,725$289,075
Net intersegment interest income447,100176,16462,376
Segment net interest income732,276498,889351,451
Noninterest income108,858118,848151,474
Total revenue841,133617,737502,925
Provision for credit losses28,25820,75520,622
Noninterest expense435,986417,042401,206
Income before income taxes376,889179,93981,097
Income tax expense79,14737,78717,030
Net income$297,742$142,152$64,067
Allocated goodwill$579,156$579,156$579,156
Risk Management and Shared Services
For the Years Ended December 31,
($ in thousands)202320222021
Net interest income$(203,647)$68,031$75,146
Net intersegment (expense)(55,824)(72,803)(80,378)
Segment net interest income(259,471)(4,772)(5,232)
Noninterest income(182,671)17,77215,546
Total revenue(442,142)12,99910,314
Provision for credit losses(1,038)(37,300)(168,944)
Noninterest expense128,77095,78789,063
Income (loss) before income taxes(569,873)(45,488)90,195
Income tax expense (benefit)(127,816)(3,279)21,377
Net income (loss)$(442,057)$(42,209)$68,818
Allocated goodwill$—$—$—
Consolidated Total
For the Years Ended December 31,
($ in thousands)202320222021
Net interest income$1,039,573$957,321$725,855
Net intersegment interest income———
Segment net interest income1,039,573957,321725,855
Noninterest income63,182282,370332,364
Total revenue1,102,7561,239,6911,058,219
Provision for credit losses83,02132,998(88,011)
Noninterest expense813,682747,063709,924
Income before income taxes206,052459,630436,307
Income tax expense23,09793,50885,313
Net income$182,956$366,122$350,994
Allocated goodwill$1,104,992$1,104,992$1,104,992

Note 22 Accumulated Other Comprehensive Income (Loss)

The following table summarizes the components of accumulated other comprehensive income (loss) at December 31, 2023, 2022, and 2021, respectively, including changes during the years then ended as well as any reclassifications out of accumulated other comprehensive income (loss):

($ in thousands)AFS Investment SecuritiesCash Flow Hedge DerivativesDefined BenefitPension andPostretirementObligationsAccumulatedOtherComprehensiveIncome (Loss)
Balance, December 31, 2020$41,325$—$(28,707)$12,618
Other comprehensive income (loss) before reclassifications(63,714)—25,519(38,195)
Amounts reclassified from accumulated other comprehensive income (loss):
Investment securities losses, net16——16
HTM investment securities, net, at amortized cost(a)1,551——1,551
Personnel expense——1,3461,346
Other expense——4,5944,594
Income tax (expense) benefit15,557—(7,803)7,754
Net other comprehensive income (loss) during period(46,591)—23,656(22,935)
Balance, December 31, 2021$(5,266)$—$(5,051)$(10,317)
Other comprehensive (loss) before reclassifications$(250,273)$—$(51,745)$(302,018)
Unrealized (losses) on AFS securities transferred to HTM securities(67,604)——(67,604)
Amounts reclassified from accumulated other comprehensive income (loss):
Investment securities losses, net1,922——1,922
HTM investment securities, net, at amortized cost(a)9,870——9,870
Other assets / accrued expenses and other liabilities—3,626—3,626
Interest income—(212)—(212)
Personnel expense——(325)(325)
Other expense——658658
Income tax (expense) benefit78,159(54)13,49591,601
Net other comprehensive income (loss) during period(227,926)3,360(37,917)(262,483)
Balance, December 31, 2022$(233,192)$3,360$(42,968)$(272,799)
Other comprehensive income before reclassifications$41,145$—$24,091$65,236
Amounts reclassified from accumulated other comprehensive income (loss):
Investment securities losses, net64,940——64,940
HTM investment securities, net, at amortized cost(a)9,025——9,025
Other assets / accrued expenses and other liabilities—(13,254)—(13,254)
Interest income—13,930—13,930
Personnel expense——(326)(326)
Other expense——(29)(29)
Income tax (expense)(30,560)(956)(6,304)(37,820)
Net other comprehensive income (loss) during period84,550(280)17,432101,703
Balance, December 31, 2023$(148,641)$3,080$(25,535)$(171,096)

(a) Amortization of net unrealized losses on AFS securities transferred to HTM securities.

Note 23 Revenue from Contracts with Customers

Revenue from contracts with customers is recognized when obligations under the 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)202320222021
Wealth management fees$82,502$84,122$89,854
Service charges and deposit account fees10,90713,24015,880
Card-based fees(a)1,8081,5471,397
Other revenue2,0442,9643,208
Noninterest income (in-scope of Topic 606)$97,261$101,873$110,340
Noninterest income (out-of-scope of Topic 606)39,73443,87855,004
Total noninterest income$136,995$145,751$165,345
Community, Consumer, and Business
For the Years Ended December 31,
($ in thousands)202320222021
Service charges and deposit account fees$38,115$49,052$48,493
Card-based fees(a)43,28642,47441,730
Other revenue7,0827,06910,719
Noninterest income (in-scope of Topic 606)$88,483$98,595$100,942
Noninterest income (out-of-scope of Topic 606)20,37520,25350,532
Total noninterest income$108,858$118,848$151,474
Risk Management and Shared Services
For the Years Ended December 31,
($ in thousands)202320222021
Service charges and deposit account fees$23$18$32
Card-based fees(a)28111(3)
Other revenue7641,356967
Noninterest income (in-scope of Topic 606)$815$1,485$996
Noninterest income (out-of-scope of Topic 606)(183,486)16,28614,550
Total noninterest income$(182,671)$17,772$15,546
Consolidated Total
For the Years Ended December 31,
($ in thousands)202320222021
Wealth management fees$82,502$84,122$89,854
Service charges and deposit account fees49,04562,31064,406
Card-based fees(a)45,12144,13243,124
Other revenue9,89111,38914,894
Noninterest income (in-scope of Topic 606)$186,560$201,953$212,278
Noninterest income (out-of-scope of Topic 606)(123,377)80,417120,086
Total noninterest income$63,182$282,370$332,364

(a) Certain card-based fees are out-of-scope of Topic 606.

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

Revenue StreamNoninterest Income In-Scope of Topic 606
Service charges and deposit account feesService charges and deposit account fees consist of monthly service fees (i.e. business analyzed 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 and deposit account fees is primarily received immediately or in the following month through a direct charge to 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 consist 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 is typically received immediately or in advance of the service.

(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.

Note 24 Recent Developments

On January 30, 2024, the Corporation's Board of Directors declared a regular quarterly cash dividend of $0.22 per common share, payable on March 15, 2024 to shareholders of record at the close of business on March 1, 2024. 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 15, 2024 to shareholders of record at the close of business on March 1, 2024. The Board of Directors also declared a regular quarterly cash dividend of $0.3515625 per depositary share on Associated's 5.625% Series F Perpetual Preferred Stock, payable on March 15, 2024 to shareholders of record at the close of business on March 1, 2024.

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The text of this filing, as the company filed it with the SEC, without its images or exhibits. This is not investment advice.