Biggest changeManagement believes that the allowance for credit losses is at a level deemed appropriate to absorb expected losses inherent in the loan portfolio at December 31, 2022. 35 Table of Contents A detailed analysis of our credit loss experience for the previous five years is shown below: 2022 2021 2020 2019 2018 (dollars in thousands) Loans and leases outstanding at end of year $ 7,642,143 $ 6,839,230 $ 6,761,183 $ 6,189,148 $ 5,774,139 Average loans outstanding $ 7,172,624 $ 6,777,192 $ 6,737,339 $ 5,987,398 $ 5,582,651 Balance, beginning of year $ 92,522 $ 101,309 $ 51,637 $ 47,764 $ 48,298 Adoption of accounting standard - ASU 2016-13 — — 13,393 — — Loans charged off: Commercial, financial, agricultural and other 2,361 7,020 6,318 3,393 5,294 Real estate construction — 9 — — — Residential real estate 339 309 1,040 1,042 1,313 Commercial real estate 2,487 1,659 4,939 2,008 3,930 Loans to individuals 4,658 4,061 6,953 5,831 4,576 Total loans charged off 9,845 13,058 19,250 12,274 15,113 Recoveries of loans previously charged off: Commercial, financial, agricultural and other 394 2,430 314 326 788 Real estate construction 9 155 26 158 141 Residential real estate 187 468 414 315 361 Commercial real estate 769 135 312 189 153 Loans to individuals 1,349 1,460 991 626 605 Total recoveries 2,708 4,648 2,057 1,614 2,048 Net charge-offs 7,137 8,410 17,193 10,660 13,065 Provision charged to expense 17,521 (377) 53,472 14,533 12,531 Balance, end of year $ 102,906 $ 92,522 $ 101,309 $ 51,637 $ 47,764 Ratios: Net charge-offs as a percentage of average loans and leases outstanding 0.10 % 0.12 % 0.26 % 0.18 % 0.23 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding 1.35 % 1.35 % 1.50 % 0.83 % 0.83 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding, excluding PPP loans 1.35 % 1.37 % 1.61 % 0.83 % 0.83 % 36 Table of Contents Noninterest Income The components of noninterest income for each year in the three-year period ended December 31 are as follows: 2022 compared to 2021 2022 2021 2020 $ Change % Change (dollars in thousands) Noninterest Income: Trust income $ 10,518 $ 11,111 $ 9,101 $ (593) (5) % Service charges on deposit accounts 19,641 17,984 16,387 1,657 9 Insurance and retail brokerage commissions 8,857 8,502 7,850 355 4 Income from bank owned life insurance 5,459 6,433 6,552 (974) (15) Card related interchange income 27,603 27,954 23,966 (351) (1) Swap fee income 4,685 2,543 1,588 2,142 84 Other income 10,263 8,185 7,892 2,078 25 Subtotal 87,026 82,712 73,336 4,314 5 Net securities gains 2 16 70 (14) (88) Gain on sale of mortgage loans 5,276 13,555 18,764 (8,279) (61) Gain on sale of other loans and assets 6,036 8,130 4,827 (2,094) (26) Derivative mark to market 368 2,344 (2,521) (1,976) (84) Total noninterest income $ 98,708 $ 106,757 $ 94,476 $ (8,049) (8) % Noninterest income, excluding net securities gains, gain on sale of mortgage loans, gain on sale of other loans and assets and the derivatives mark to market, increased $4.3 million, or 5%, in 2022.
Biggest changeManagement believes that the allowance for credit losses is at a level deemed appropriate to absorb expected losses inherent in the loan portfolio at December 31, 2023. 38 Table of Contents A detailed analysis of our credit loss experience for the previous five years is shown below: 2023 2022 2021 2020 2019 (dollars in thousands) Loans and leases outstanding at end of year $ 8,968,761 $ 7,642,143 $ 6,839,230 $ 6,761,183 $ 6,189,148 Average loans outstanding $ 8,714,770 $ 7,172,624 $ 6,777,192 $ 6,737,339 $ 5,987,398 Balance, beginning of year $ 102,906 $ 92,522 $ 101,309 $ 51,637 $ 47,764 Day 1 allowance for credit loss on PCD acquired loans 27,205 — — — — Provision for credit losses - acquisition day 1 non-PCD 10,653 — — — — Adoption of accounting standard - ASU 2016-13 — — — 13,393 — Loans charged off: Commercial, financial, agricultural and other 19,199 2,361 7,020 6,318 3,393 Real estate construction — — 9 — — Residential real estate 561 339 309 1,040 1,042 Commercial real estate 6,277 2,487 1,659 4,939 2,008 Loans to individuals 7,230 4,658 4,061 6,953 5,831 Total loans charged off 33,267 9,845 13,058 19,250 12,274 Recoveries of loans previously charged off: Commercial, financial, agricultural and other 498 394 2,430 314 326 Real estate construction — 9 155 26 158 Residential real estate 247 187 468 414 315 Commercial real estate 151 769 135 312 189 Loans to individuals 2,219 1,349 1,460 991 626 Total recoveries 3,115 2,708 4,648 2,057 1,614 Net charge-offs 30,152 7,137 8,410 17,193 10,660 Provision charged to expense 7,106 17,521 (377) 53,472 14,533 Balance, end of year $ 117,718 $ 102,906 $ 92,522 $ 101,309 $ 51,637 Ratios: Net charge-offs as a percentage of average loans and leases outstanding 0.35 % 0.10 % 0.12 % 0.26 % 0.18 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding 1.31 % 1.35 % 1.35 % 1.50 % 0.83 % 39 Table of Contents Noninterest Income The components of noninterest income for each year in the three-year period ended December 31 are as follows: 2023 compared to 2022 2023 2022 2021 $ Change % Change (dollars in thousands) Noninterest Income: Trust income $ 10,516 $ 10,518 $ 11,111 $ (2) — % Service charges on deposit accounts 21,437 19,641 17,984 1,796 9 Insurance and retail brokerage commissions 9,628 8,857 8,502 771 9 Income from bank owned life insurance 4,875 5,459 6,433 (584) (11) Card-related interchange income 28,640 27,603 27,954 1,037 4 Swap fee income 1,519 4,685 2,543 (3,166) (68) Other income 9,388 10,263 8,185 (875) (9) Subtotal 86,003 87,026 82,712 (1,023) (1) Net securities (losses) gains (103) 2 16 (105) (5,250) Gain on sale of mortgage loans 3,951 5,276 13,555 (1,325) (25) Gain on sale of other loans and assets 6,744 6,036 8,130 708 12 Derivative mark to market 14 368 2,344 (354) (96) Total noninterest income $ 96,609 $ 98,708 $ 106,757 $ (2,099) (2) % Noninterest income, excluding net securities (losses) gains, gain on sale of mortgage loans, gain on sale of other loans and assets and the derivatives mark to market, decreased $1.0 million, or 1%, in 2023.
The purpose of this discussion is to focus on information concerning our financial condition and results of operations that is not readily apparent from the Consolidated Financial Statements. In order to obtain a more thorough understanding of this discussion, you should refer to the Consolidated Financial Statements, the notes thereto and other financial information presented in this Annual Report.
The purpose of this discussion is to focus on information concerning our financial condition and results of operations that is not readily apparent from the Consolidated Financial Statements. In order to obtain a more thorough understanding of this discussion, you should refer to the Consolidated Financial Statements, the notes thereto and to other financial information presented in this Annual Report.
The change in the allowance for credit is impacted by estimated expected losses in the portfolio determined by a discounted cash flow analysis considering inputs such as contractual payment schedules, prepayment estimates, historical loss experience, calculated probability of default and loss given default estimates and forecasts for certain macroeconomic variables, such as unemployment, gross domestic product and the housing price index as well as other macroeconomic variables.
The change in the allowance for credit losses is impacted by estimated expected losses in the portfolio determined by a discounted cash flow analysis considering inputs such as contractual payment schedules, prepayment estimates, historical loss experience, calculated probability of default and loss given default estimates and forecasts for certain macroeconomic variables, such as unemployment, gross domestic product and the housing price index as well as other macroeconomic variables.
Commercial banking services include commercial lending, small and high-volume business checking accounts, on-line account management services, ACH origination, payroll direct deposit, commercial cash management services and repurchase agreements. We also provide a variety of trust and asset management services and a full complement of auto, home and business insurance as well as term life insurance.
Commercial banking services include commercial lending and leasing, small and high-volume business checking accounts, on-line account management services, ACH origination, payroll direct deposit, commercial cash management services and repurchase agreements. We also provide a variety of trust and asset management services and a full complement of auto, home and business insurance as well as term life insurance.
(b) Yields are calculated on a taxable equivalent basis. Mortgage-backed securities, which include mortgage-backed obligations of U.S. Government agencies and obligations of U.S. Government-sponsored enterprises, have contractual maturities ranging from less than one year to approximately 45 years and have anticipated average lives to maturity ranging from less than three years to approximately six years.
(b) Yields are calculated on a taxable equivalent basis. Mortgage-backed securities, which include mortgage-backed obligations of U.S. Government agencies and obligations of U.S. Government-sponsored enterprises, have contractual maturities ranging from less than one year to approximately 40 years and have anticipated average lives to maturity ranging from less than three years to approximately six years.
Contractual Obligations and Off-Balance Sheet Arrangements The table below sets forth our contractual obligations to make future payments as of December 31, 2022. For a more detailed description of each category of obligation, refer to the note in our Consolidated Financial Statements indicated in the table below.
Contractual Obligations and Off-Balance Sheet Arrangements The table below sets forth our contractual obligations to make future payments as of December 31, 2023. For a more detailed description of each category of obligation, refer to the note in our Consolidated Financial Statements indicated in the table below.
This means it is expected that all amounts will not be collected according to the contractual terms of the loan agreement, which generally represents loans that management has placed on nonaccrual status and accruing troubled debt restructurings. • For individually analyzed loans we calculate the estimated fair value of the loans that are selected for review based on observable market prices, discounted cash flows or the value of the underlying collateral and record an allowance if needed. • We then review the results to determine the appropriate balance of the allowance for credit losses.
This means it is expected that all amounts will not be collected according to the contractual terms of the loan agreement, which generally represents loans that management has placed on nonaccrual status. • For individually analyzed loans we calculate the estimated fair value of the loans that are selected for review based on observable market prices, discounted cash flows or the value of the underlying collateral and record an allowance if needed. • We then review the results to determine the appropriate balance of the allowance for credit losses.
The impact of growth in interest-earning assets in 2022 was further impacted by the effect of the mix of the asset growth and higher interest rates, resulting in an increase in the net interest margin for the year ended December 31, 2022.
The impact of growth in interest-earning assets in 2023 was further impacted by the effect of the mix of the asset growth and higher interest rates, resulting in an increase in the net interest margin for the year ended December 31, 2023.
In addition, see Note 10 “Commitments and Letters of Credit” for detail related to our off-balance sheet commitments to extend credit, financial standby letters of credit, performance standby letters of credit and commercial letters of credit as of December 31, 2022.
In addition, see Note 10 “Commitments and Letters of Credit” for detail related to our off-balance sheet commitments to extend credit, financial standby letters of credit, performance standby letters of credit and commercial letters of credit as of December 31, 2023.
ITEM 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following discussion and analysis represents an overview of the financial condition and the results of operations of First Commonwealth, and its subsidiaries, as of and for the years ended December 31, 2022, and 2021.
ITEM 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following discussion and analysis represents an overview of the financial condition and the results of operations of First Commonwealth, and its subsidiaries, as of and for the years ended December 31, 2023, and 2022.
For a description of the methodology used to calculate the allowance for credit losses, please refer to “Critical Accounting Policies and Significant Accounting Estimates—Allowance for Credit Losses.” Investment Portfolio Marketable securities that we hold in our investment portfolio, which are classified as “securities available for sale,” act as a source of liquidity.
For a description of the methodology used to calculate the allowance for credit losses, please refer to “Critical Accounting Policies and Significant Accounting Estimates—Allowance for Credit Losses.” 45 Table of Contents Investment Portfolio Marketable securities that we hold in our investment portfolio, which are classified as “securities available for sale,” act as a source of liquidity.
Market Risk Market risk refers to potential losses arising from changes in interest rates, foreign exchange rates, equity prices and commodity prices. Our market risk is composed primarily of interest rate risk. Interest rate risk is comprised of repricing risk, basis risk, yield curve risk and options risk.
Market Risk Market risk refers to potential losses arising from items such as changes in interest rates, foreign exchange rates, equity prices and commodity prices. Our market risk is composed primarily of interest rate risk. Interest rate risk is comprised of repricing risk, basis risk, yield curve risk and options risk.
The following gap analysis compares the difference between the amount of interest-earning assets and interest-bearing liabilities subject to repricing over a period of time. The ratio of rate sensitive assets to rate sensitive liabilities repricing within a one-year period was 0.76 and 0.84 at December 31, 2022 and 2021, respectively.
The following gap analysis compares the difference between the amount of interest-earning assets and interest-bearing liabilities subject to repricing over a period of time. The ratio of rate sensitive assets to rate sensitive liabilities repricing within a one-year period was 0.69 and 0.76 at December 31, 2023 and 2022, respectively.
As of December 31, 2022, a reserve for expected credit losses of $10.0 million was recorded for unused commitments and letters of credit. Liquidity Liquidity refers to our ability to meet the cash flow requirements of depositors and borrowers as well as our operating cash needs with cost-effective funding.
As of December 31, 2023, a reserve for expected credit losses of $7.3 million was recorded for unused commitments and letters of credit. Liquidity Liquidity refers to our ability to meet the cash flow requirements of depositors and borrowers as well as our operating cash needs with cost-effective funding.
The allowance for credit losses includes specific allocations of $0.7 million related to nonperforming loans covering 2% of the total nonperforming balance at December 31, 2022 and specific allocations of $0.4 million covering 1% of the total nonperforming balance at December 31, 2021.
The allowance for credit losses includes specific allocations of $4.5 million related to nonperforming loans covering 11% of the total nonperforming balance at December 31, 2023 and specific allocations of $0.7 million covering 2% of the total nonperforming balance at December 31, 2022.
We also generate revenue through fees earned on various services and products that we offer to our customers and, less frequently, through sales of assets, such as loans, investments or properties. These revenue sources are offset by provisions for credit losses on loans, operating expenses, income taxes and, less frequently, loss on sale or other-than-temporary impairments on investment securities.
We also generate revenue through fees earned on various services and products that we offer to our customers and, less frequently, through sales of assets, such as loans, investments or properties. These revenue sources are offset by provisions for credit losses on loans, operating expenses and income taxes.
The allowance for credit losses as a percentage of nonperforming loans was 290.0% and 167.7% at December 31, 2022 and 2021, respectively. The allowance for credit losses represents management’s estimate of expected losses in the loan portfolio at a specific point in time.
The allowance for credit losses as a percentage of nonperforming loans was 298.2% and 290.0% at December 31, 2023 and 2022, respectively. The allowance for credit losses represents management’s estimate of expected losses in the loan portfolio at a specific point in time.
Allowance for Credit Losses Following is a summary of the allocation of the allowance for credit losses at December 31: 2022 2021 2020 2019 2018 Allowance Amount % (a) Allowance Amount % (a) Allowance Amount % (a) Allowance Amount % (a) Allowance Amount % (a) (dollars in thousands) Commercial, financial, agricultural and other $ 22,650 16 % $ 18,093 17 % $ 17,187 23 % $ 20,234 20 % $ 19,374 20 % Real estate construction 8,822 7 4,220 7 7,966 6 2,558 7 2,002 6 Residential real estate 21,412 29 12,625 28 14,358 26 4,093 27 3,969 27 Commercial real estate 28,804 31 33,376 33 41,953 33 19,768 34 18,386 37 Loans to individuals 21,218 17 24,208 15 19,845 12 4,984 12 4,033 10 Total $ 102,906 $ 92,522 $ 101,309 $ 51,637 $ 47,764 Allowance for credit losses as percentage of end-of-period loans outstanding 1.35 % 1.35 % 1.50 % 0.83 % 0.83 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding, excluding PPP loans 1.35 % 1.37 % 1.61 % 0.83 % 0.83 % (a) Represents the ratio of loans in each category to total loans.
Allowance for Credit Losses Following is a summary of the allocation of the allowance for credit losses at December 31: 2023 2022 2021 2020 2019 Allowance Amount % (a) Allowance Amount % (a) Allowance Amount % (a) Allowance Amount % (a) Allowance Amount % (a) (dollars in thousands) Commercial, financial, agricultural and other $ 27,996 17 % $ 22,650 16 % $ 18,093 17 % $ 17,187 23 % $ 20,234 20 % Real estate construction 7,418 7 8,822 7 4,220 7 7,966 6 2,558 7 Residential real estate 23,901 27 21,412 29 12,625 28 14,358 26 4,093 27 Commercial real estate 37,071 34 28,804 31 33,376 33 41,953 33 19,768 34 Loans to individuals 21,332 15 21,218 17 24,208 15 19,845 12 4,984 12 Total $ 117,718 $ 102,906 $ 92,522 $ 101,309 $ 51,637 Allowance for credit losses as percentage of end-of-period loans and leases outstanding 1.31 % 1.35 % 1.35 % 1.50 % 0.83 % (a) Represents the ratio of loans in each category to total loans.
For the years 2022 and 2021, the cost of our interest-bearing liabilities averaged 0.31% and 0.27%, respectively, and the yield on our average interest-earning assets, on a fully taxable equivalent basis, averaged 3.79% and 3.43%, respectively. The ALCO is responsible for the identification and management of interest rate risk exposure.
For the years 2023 and 2022, the cost of our interest-bearing liabilities averaged 2.03% and 0.31%, respectively, and the yield on our average interest-earning assets, on a fully taxable equivalent basis, averaged 5.23% and 3.79%, respectively. The ALCO is responsible for the identification and management of interest rate risk exposure.
Comparing December 31, 2022 to December 31, 2021, the general reserve for performing loans is 1.34% and 1.36%, respectively, of total performing loans for both periods. Reserves for individually analyzed loans increased from 0.7% of nonperforming loans at December 31, 2021 to 2.0% of nonperforming loans at December 31, 2022.
Comparing December 31, 2023 to December 31, 2022, the general reserve for performing loans is 1.26% and 1.34%, respectively, of total performing loans for both periods. Reserves for individually analyzed loans increased from 2.0% of nonperforming loans at December 31, 2022 to 11.5% of nonperforming loans at December 31, 2023.
The allowance for credit losses increased $10.4 million from December 31, 2021 to December 31, 2022. The allowance for credit losses as a percentage of end-of-period loans outstanding was 1.35% at both December 31, 2022 and 2021. The allowance for credit losses includes both a general reserve for performing loans and reserves for individually analyzed loans.
The allowance for credit losses increased $14.8 million from December 31, 2022 to December 31, 2023. The allowance for credit losses as a percentage of end-of-period loans and leases outstanding was 1.31% and 1.35% at December 31, 2023 and 2022, respectively. The allowance for credit losses includes both a general reserve for performing loans and reserves for individually analyzed loans.
However, we do not anticipate liquidating the investments prior to maturity. 42 Table of Contents Following is a detailed schedule of the amortized cost of securities available for sale as of December 31: 2022 2021 2020 (dollars in thousands) Obligations of U.S. Government Agencies: Mortgage-Backed Securities—Residential $ 4,127 $ 5,242 $ 6,492 Mortgage-Backed Securities—Commercial 324,306 365,024 182,823 Obligations of U.S.
However, we do not anticipate liquidating the investments prior to maturity. Following is a detailed schedule of the amortized cost of securities available for sale as of December 31: 2023 2022 2021 (dollars in thousands) Obligations of U.S. Government Agencies: Mortgage-Backed Securities—Residential $ 3,565 $ 4,127 $ 5,242 Mortgage-Backed Securities—Commercial 512,979 324,306 365,024 Obligations of U.S.
Long-term debt decreased $1.0 million, from $182.3 million at December 31, 2021 to $181.2 million at December 31, 2022. For additional information concerning our short-term borrowings, subordinated debentures and other long-term debt, please refer to Note 14 “Short-term Borrowings,” Note 15 “Subordinated Debentures” and Note 16 “Other Long-term Debt” of the Consolidated Financial Statements.
Long-term debt increased $5.5 million, from $181.2 million at December 31, 2022 to $186.8 million at December 31, 2023. For additional information concerning our short-term borrowings, subordinated debentures and other long-term debt, please refer to Note 14 “Short-term Borrowings,” Note 15 “Subordinated Debentures” and Note 16 “Other Long-term Debt” of the Consolidated Financial Statements.
The change in the volume of interest-earning assets and interest-bearing liabilities positively increased net interest income by $14.8 million in the year ended December 31, 2022 compared to the same period in 2021, and changes in rates positively impacted net interest income by $18.9 million. Interest-sensitive assets totaling $4.3 billion will either reprice or mature over the next twelve months.
The change in the volume of interest-earning assets and interest-bearing liabilities positively increased net interest income by $55.9 million in the year ended December 31, 2023 compared to the same period in 2022, and changes in rates positively impacted net interest income by $17.7 million. Interest-sensitive assets totaling $5.1 billion will either reprice or mature over the next twelve months.
Losses are recognized when a loss is expected and the amount is reasonably estimable. 40 Table of Contents The following is a comparison of nonperforming assets and the effects on interest due to nonaccrual loans for the period ended December 31: 2022 2021 2020 2019 2018 (dollars in thousands) Nonperforming Loans: Loans on nonaccrual basis $ 20,193 $ 34,926 $ 30,801 $ 18,638 $ 11,509 Loans held for sale on nonaccrual basis — — 13 — — Troubled debt restructured loans on nonaccrual basis 8,852 13,134 14,740 6,037 11,761 Troubled debt restructured loans on accrual basis 6,442 7,120 8,512 7,542 8,757 Total nonperforming loans $ 35,487 $ 55,180 $ 54,066 $ 32,217 $ 32,027 Loans and leases past due in excess of 90 days and still accruing $ 1,991 $ 1,606 $ 1,523 $ 2,073 $ 1,582 Other real estate owned $ 534 $ 642 $ 1,215 $ 2,228 $ 3,935 Loans and leases outstanding at end of period $ 7,642,143 $ 6,839,230 $ 6,761,183 $ 6,189,148 $ 5,774,139 Average loans and leases outstanding $ 7,172,624 $ 6,777,192 $ 6,737,339 $ 5,987,398 $ 5,582,651 Nonperforming loans as a percentage of total loans and leases 0.46 % 0.81 % 0.80 % 0.52 % 0.55 % Provision for credit losses on loans and leases $ 17,521 $ (377) $ 53,472 $ 14,533 $ 12,531 Allowance for credit losses $ 102,906 $ 92,522 $ 101,309 $ 51,637 $ 47,764 Net charge-offs $ 7,137 $ 8,410 $ 17,193 $ 10,660 $ 13,065 Net charge-offs as a percentage of average loans and leases outstanding 0.10 % 0.12 % 0.26 % 0.18 % 0.23 % Provision for credit losses on loans and leases as a percentage of net charge-offs 245.50 % (4.48) % 311.01 % 136.33 % 95.91 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding (a) 1.35 % 1.35 % 1.50 % 0.83 % 0.83 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding, excluding PPP loans (a) 1.35 % 1.37 % 1.61 % 0.83 % 0.83 % Allowance for credit losses as a percentage of nonperforming loans (a) 289.98 % 167.67 % 187.43 % 160.28 % 149.14 % Gross income that would have been recorded at original rates $ 1,444 $ 3,503 $ 3,733 $ 1,860 $ 1,428 Interest that was reflected in income 244 569 297 262 256 Net reduction to interest income due to nonaccrual $ 1,200 $ 2,934 $ 3,436 $ 1,598 $ 1,172 (a) End of period loans and nonperforming loans exclude loans held for sale.
The following is a comparison of nonperforming assets and the effects on interest due to nonaccrual loans for the period ended December 31: 2023 2022 2021 2020 2019 (dollars in thousands) Nonperforming Loans: Loans on nonaccrual basis $ 39,472 $ 20,193 $ 34,926 $ 30,801 $ 18,638 Loans held for sale on nonaccrual basis — — — 13 — Troubled debt restructured loans on nonaccrual basis — 8,852 13,134 14,740 6,037 Troubled debt restructured loans on accrual basis — 6,442 7,120 8,512 7,542 Total nonperforming loans $ 39,472 $ 35,487 $ 55,180 $ 54,066 $ 32,217 Loans and leases past due in excess of 90 days and still accruing $ 9,436 $ 1,991 $ 1,606 $ 1,523 $ 2,073 Other real estate owned $ 422 $ 534 $ 642 $ 1,215 $ 2,228 Loans and leases outstanding at end of period $ 8,968,761 $ 7,642,143 $ 6,839,230 $ 6,761,183 $ 6,189,148 Average loans and leases outstanding $ 8,714,770 $ 7,172,624 $ 6,777,192 $ 6,737,339 $ 5,987,398 Nonperforming loans as a percentage of total loans and leases 0.44 % 0.46 % 0.81 % 0.80 % 0.52 % Provision for credit losses on loans and leases $ 7,106 $ 17,521 $ (377) $ 53,472 $ 14,533 Provision for credit losses - acquisition day 1 non-PCD $ 10,653 $ — $ — $ — $ — Allowance for credit losses $ 117,718 $ 102,906 $ 92,522 $ 101,309 $ 51,637 Net charge-offs $ 30,152 $ 7,137 $ 8,410 $ 17,193 $ 10,660 Net charge-offs as a percentage of average loans and leases outstanding 0.35 % 0.10 % 0.12 % 0.26 % 0.18 % Provision for credit losses on loans and leases as a percentage of net charge-offs (b) 23.57 % 245.50 % (4.48) % 311.01 % 136.33 % Allowance for credit losses as a percentage of end-of-period loans and leases outstanding (a) 1.31 % 1.35 % 1.35 % 1.50 % 0.83 % Allowance for credit losses as a percentage of nonperforming loans (a) 298.23 % 289.98 % 167.67 % 187.43 % 160.28 % Gross income that would have been recorded at original rates $ 3,894 $ 1,444 $ 3,503 $ 3,733 $ 1,860 Interest that was reflected in income 530 244 569 297 262 Net reduction to interest income due to nonaccrual $ 3,364 $ 1,200 $ 2,934 $ 3,436 $ 1,598 (a) End of period loans and nonperforming loans exclude loans held for sale.
Results of Operations—2022 Compared to 2021 Net Income Net income for 2022 was $128.2 million, or $1.37 per diluted share, as compared to net income of $138.3 million, or $1.44 per diluted share in 2021.
Results of Operations—2023 Compared to 2022 Net Income Net income for 2023 was $157.1 million, or $1.54 per diluted share, as compared to net income of $128.2 million, or $1.37 per diluted share in 2022.
Nonperforming loans as a percentage of total loans decreased to 0.46% at December 31, 2022 from 0.81% at December 31, 2021. The allowance to nonperforming loan ratio was 290.0% as of December 31, 2022 and 167.7% at December 31, 2021.
Nonperforming loans as a percentage of total loans decreased to 0.44% at December 31, 2023 from 0.46% at December 31, 2022. The allowance to nonperforming loan ratio was 298.2% as of December 31, 2023 and 290.0% at December 31, 2022.
Net interest income change (12 months) for basis point movements of: -200 -100 +100 +200 (dollars in thousands) December 31, 2022 ($) $ (11,973) $ (5,486) $ 5,902 $ 11,413 December 31, 2022 (%) (3.12) % (1.43) % 1.54 % 2.98 % December 31, 2021 ($) $ (9,008) $ (4,976) $ 5,956 $ 10,224 December 31, 2021 (%) (3.25) % (1.79) % 2.15 % 3.69 % The following table represents the potential sensitivity of our annual net interest income to immediate changes in interest rates as compared to if rates remained unchanged, assuming there are no changes in balance sheet categories.
Net interest income change (12 months) for basis point movements of: -200 -100 +100 +200 (dollars in thousands) December 31, 2023 ($) $ (9,867) $ (4,504) $ 6,215 $ 11,091 December 31, 2023 (%) (2.53) % (1.16) % 1.59 % 2.84 % December 31, 2022 ($) $ (11,973) $ (5,486) $ 5,902 $ 11,413 December 31, 2022 (%) (3.12) % (1.43) % 1.54 % 2.98 % The following table represents the potential sensitivity of our annual net interest income to immediate changes in interest rates as compared to if rates remained unchanged, assuming there are no changes in balance sheet categories.
Government-Sponsored Enterprises: Mortgage-Backed Securities—Residential 329,267 387,848 277,351 Mortgage-Backed Securities—Commercial 4,794 7,309 9,737 Other Government-Sponsored Enterprises 22,221 21,904 — Obligations of States and Political Subdivisions 26,643 29,402 34,391 Debt Securities Issued by Foreign Governments 1,000 1,000 800 Total Securities Held to Maturity $ 461,162 $ 541,311 $ 361,844 The following is a schedule of the contractual maturity distribution of securities held to maturity at December 31, 2022.
Government-Sponsored Enterprises: Mortgage-Backed Securities—Residential 296,432 329,267 387,848 Mortgage-Backed Securities—Commercial 2,190 4,794 7,309 Other Government-Sponsored Enterprises 22,543 22,221 21,904 Obligations of States and Political Subdivisions 25,561 26,643 29,402 Debt Securities Issued by Foreign Governments 1,000 1,000 1,000 Total Securities Held to Maturity $ 419,009 $ 461,162 $ 541,311 The following is a schedule of the contractual maturity distribution of securities held to maturity at December 31, 2023.
The sensitivity of estimated prepayment speeds had the largest impact on the residential first lien loan pool. 29 Table of Contents Selected Financial Information The following table provides selected financial information for the periods ended December 31, 2022 2021 2020 2019 2018 (dollars in thousands, except share data) Interest income $ 329,953 $ 293,838 $ 301,209 $ 325,264 $ 292,257 Interest expense 17,732 15,297 32,938 55,402 40,035 Net interest income 312,221 278,541 268,271 269,862 252,222 Provision for credit losses 21,106 (1,376) 56,718 14,533 12,531 Net interest income after provision for credit losses 291,115 279,917 211,553 255,329 239,691 Net securities gains (losses) 2 16 70 22 8,102 Other income 98,706 106,741 94,406 85,463 80,535 Other expenses 229,638 213,857 215,826 209,965 195,556 Income before income taxes 160,185 172,817 90,203 130,849 132,772 Income tax provision 32,004 34,560 16,756 25,516 25,274 Net Income $ 128,181 $ 138,257 $ 73,447 $ 105,333 $ 107,498 Per Share Data—Basic Net Income $ 1.37 $ 1.45 $ 0.75 $ 1.07 $ 1.09 Dividends declared $ 0.475 $ 0.455 $ 0.440 $ 0.400 $ 0.350 Average shares outstanding 93,612,043 95,583,890 97,499,586 98,317,787 99,036,163 Per Share Data—Diluted Net Income $ 1.37 $ 1.44 $ 0.75 $ 1.07 $ 1.08 Average shares outstanding 93,887,447 95,840,285 97,758,965 98,588,164 99,223,513 At End of Period Total assets $ 9,805,666 $ 9,545,093 $ 9,068,104 $ 8,308,773 $ 7,828,255 Investment securities 1,250,237 1,595,529 1,205,294 1,256,176 1,335,228 Loans and leases, net of unearned income 7,642,143 6,839,230 6,761,183 6,189,148 5,774,139 Allowance for credit losses 102,906 92,522 101,309 51,637 47,764 Deposits 8,005,469 7,982,498 7,438,666 6,677,615 5,897,992 Short-term borrowings 372,694 138,315 117,373 201,853 721,823 Subordinated debentures 170,937 170,775 170,612 170,450 170,288 Other long-term debt 4,862 5,573 56,258 56,917 7,551 Shareholders’ equity 1,052,074 1,109,372 1,068,617 1,055,665 975,389 Key Ratios Return on average assets 1.34 % 1.47 % 0.82 % 1.31 % 1.42 % Return on average equity 11.99 12.55 6.82 10.32 11.41 Net loans to deposits ratio 94.18 84.52 89.53 91.91 97.09 Dividends per share as a percent of net income per share 34.67 31.38 58.67 37.38 32.11 Average equity to average assets ratio 11.16 11.72 12.00 12.71 12.47 Results for 2020 through 2022 reflect accounting for the allowance for credit losses under the current expected credit loss methodology, while results prior to 2020 reflect accounting under the incurred methodology.
Management considers a number of factors in evaluating the acquisition-date fair value including the remaining life of the acquired loans, delinquency status, estimated prepayments, internal risk grade, estimated value of the underlying collateral and interest rate environment. 32 Table of Contents Selected Financial Information The following table provides selected financial information for the periods ended December 31, 2023 2022 2021 2020 2019 (dollars in thousands, except share data) Interest income $ 529,998 $ 329,953 $ 293,838 $ 301,209 $ 325,264 Interest expense 144,322 17,732 15,297 32,938 55,402 Net interest income 385,676 312,221 278,541 268,271 269,862 Provision for credit losses 14,813 21,106 (1,376) 56,718 14,533 Net interest income after provision for credit losses 370,863 291,115 279,917 211,553 255,329 Net securities gains (losses) (103) 2 16 70 22 Other income 96,712 98,706 106,741 94,406 85,463 Other expenses 269,917 229,638 213,857 215,826 209,965 Income before income taxes 197,555 160,185 172,817 90,203 130,849 Income tax provision 40,492 32,004 34,560 16,756 25,516 Net Income $ 157,063 $ 128,181 $ 138,257 $ 73,447 $ 105,333 Per Share Data—Basic Net Income $ 1.55 $ 1.37 $ 1.45 $ 0.75 $ 1.07 Dividends declared $ 0.495 $ 0.475 $ 0.455 $ 0.440 $ 0.400 Average shares outstanding 101,556,427 93,612,043 95,583,890 97,499,586 98,317,787 Per Share Data—Diluted Net Income $ 1.54 $ 1.37 $ 1.44 $ 0.75 $ 1.07 Average shares outstanding 101,822,201 93,887,447 95,840,285 97,758,965 98,588,164 At End of Period Total assets $ 11,459,488 $ 9,805,666 $ 9,545,093 $ 9,068,104 $ 8,308,773 Investment securities 1,490,866 1,250,237 1,595,529 1,205,294 1,256,176 Loans and leases, net of unearned income 8,968,761 7,642,143 6,839,230 6,761,183 6,189,148 Allowance for credit losses 117,718 102,906 92,522 101,309 51,637 Deposits 9,192,309 8,005,469 7,982,498 7,438,666 6,677,615 Short-term borrowings 597,835 372,694 138,315 117,373 201,853 Subordinated debentures 177,741 170,937 170,775 170,612 170,450 Other long-term debt 4,122 4,862 5,573 56,258 56,917 Shareholders’ equity 1,314,274 1,052,074 1,109,372 1,068,617 1,055,665 Key Ratios Return on average assets 1.42 % 1.34 % 1.47 % 0.82 % 1.31 % Return on average equity 12.80 11.99 12.55 6.82 10.32 Net loans to deposits ratio 96.29 94.18 84.52 89.53 91.91 Dividends per share as a percent of net income per share 31.94 34.67 31.38 58.67 37.38 Average equity to average assets ratio 11.06 11.16 11.72 12.00 12.71 Results for 2020 through 2023 reflect accounting for the allowance for credit losses under the current expected credit loss methodology, while results prior to 2020 reflect accounting under the incurred methodology.
Government Agencies: Mortgage-Backed Securities—Residential $ 2,008 $ 2,409 $ 2,766 Mortgage-Backed Securities—Commercial 75,229 91,439 36,799 Obligations of U.S.
Government Agencies: Mortgage-Backed Securities—Residential $ 1,781 $ 2,008 $ 2,409 Mortgage-Backed Securities—Commercial 69,502 75,229 91,439 Obligations of U.S.
Net interest income, on a fully taxable equivalent basis, was $313.3 million for the year-ended December 31, 2022, a $33.6 million, or 12%, increase compared to $279.6 million for the same period in 2021. The net interest margin, on a fully taxable equivalent basis, increased 32 basis points to 3.58% in 2022 from 3.26% in 2021.
Net interest income, on a fully taxable equivalent basis, was $386.9 million for the year-ended December 31, 2023, a $73.6 million, or 24%, increase compared to $313.3 million for the same period in 2022. The net interest margin, on a fully taxable equivalent basis, increased 23 basis points to 3.81% in 2023 from 3.58% in 2022.
Positively affecting net interest income was a $85.5 million increase in average net free funds at December 31, 2022 as compared to December 31, 2021. Average net free funds are the excess of noninterest-bearing demand deposits, other noninterest-bearing liabilities and shareholders’ equity over noninterest-earning assets.
Net interest income was negatively impacted by a decrease of $45.3 million in average net free funds at December 31, 2023 as compared to December 31, 2022. Average net free funds are the excess of noninterest-bearing demand deposits, other noninterest-bearing liabilities and shareholders’ equity over noninterest-earning assets.
At December 31, 2022, FCB operated 119 community banking offices throughout Pennsylvania and Ohio, as well as loan production offices in Pittsburgh, Pennsylvania, and Cleveland, Columbus, Canton, Lewis Center and Hudson, Ohio.
At December 31, 2023, FCB operated 126 community banking offices throughout Pennsylvania and Ohio, as well as loan production offices in Harrisburg, Pennsylvania, and Cleveland, Columbus, Canton, Canfield and Hudson, Ohio.
Net interest income change (12 months) for basis point movements of: -200 -100 +100 +200 (dollars in thousands) December 31, 2022 ($) $ (45,361) $ (20,166) $ 18,626 $ 36,011 December 31, 2022 (%) (11.83) % (5.26) % 4.86 % 9.39 % December 31, 2021 ($) $ (26,120) $ (17,640) $ 13,867 $ 29,192 December 31, 2021 (%) (9.42) % (6.36) % 5.00 % 10.53 % The analysis and model used to quantify the sensitivity of our net interest income becomes less meaningful in a decreasing 200 basis point scenario given the current interest rate environment.
Net interest income change (12 months) for basis point movements of: -200 -100 +100 +200 (dollars in thousands) December 31, 2023 ($) $ (38,890) $ (17,930) $ 18,545 $ 34,788 December 31, 2023 (%) (9.97) % (4.60) % 4.76 % 8.92 % December 31, 2022 ($) $ (45,361) $ (20,166) $ 18,626 $ 36,011 December 31, 2022 (%) (11.83) % (5.26) % 4.86 % 9.39 % The analysis and model used to quantify the sensitivity of our net interest income becomes less meaningful in a decreasing 200 basis point scenario given the current interest rate environment.
The level of deposits during any period is sometimes influenced by factors outside of management’s control, such as the level of short-term and long-term market interest rates and yields offered on competing investments, such as money market mutual funds.
The level of deposits during any period is sometimes influenced by factors outside of management’s control, such as the level of short-term and long-term market interest rates and yields offered on competing investments, such as money market mutual funds. Deposits increased $1.2 billion during 2023, and comprised 91% of total liabilities at both December 31, 2023 and December 31, 2022.
Interest-bearing demand and savings deposits decreased $8.7 million, noninterest-bearing demand deposits increased $11.7 million and time deposits increased $20.0 million. For additional information concerning our deposits, please refer to Note 13 “Interest-Bearing Deposits.” At December 31, 2022 and 2021, time deposits of $100 thousand or more totaled $172.0 million and $136.1 million, respectively.
For additional information concerning our deposits, please refer to Note 13 “Interest-Bearing Deposits.” At December 31, 2023 and 2022, time deposits of $100 thousand or more totaled $725.1 million and $172.0 million, respectively.
Government-Sponsored Enterprises: Mortgage-Backed Securities—Residential 527,777 632,687 481,109 Other Government-Sponsored Enterprises 1,000 1,000 100,996 Obligations of States and Political Subdivisions 9,482 9,538 11,154 Corporate Securities 32,010 32,088 22,941 Total Securities Available for Sale $ 898,702 $ 1,045,579 $ 805,515 As of December 31, 2022, securities available for sale had a fair value of $0.8 billion.
Government-Sponsored Enterprises: Mortgage-Backed Securities—Residential 559,769 527,777 632,687 Other Government-Sponsored Enterprises 1,000 1,000 1,000 Obligations of States and Political Subdivisions 9,226 9,482 9,538 Corporate Securities 51,886 32,010 32,088 Total Securities Available for Sale $ 1,138,425 $ 898,702 $ 1,045,579 As of December 31, 2023, securities available for sale had a fair value of $1.0 billion.
In order to manage this risk, our Board of Directors has established a Liquidity Policy that identifies primary sources of liquidity, establishes procedures for 45 Table of Contents monitoring and measuring liquidity and quantifies minimum liquidity requirements based on limits approved by our Board of Directors.
In order to manage this risk, our Board of Directors has established a Liquidity Policy that identifies primary sources of liquidity, establishes procedures for monitoring and measuring liquidity and quantifies minimum liquidity requirements based on limits approved by our Board of Directors. This policy designates our Asset/Liability Committee (“ALCO”) as the body responsible for meeting these objectives.
Net charge-offs in the loans to individuals category totaled $3.3 million for 2022, primarily due to charge-offs of indirect auto loans. 41 Table of Contents Additional detail on credit risk is included in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” under “Provision for Credit Losses,” “Allowance for Credit Losses" and "Credit Risk.” Provision for credit losses on loans and leases as a percentage of net charge-offs increased to a 245.5% for the year ended December 31, 2022 from a negative 4.5% for the year ended December 31, 2021.
Additional detail on credit risk is included in “Management’s Discussion and Analysis of Financial Condition and Results of Operations” under “Provision for Credit Losses,” “Allowance for Credit Losses" and "Credit Risk.” Provision for credit losses on loans and leases as a percentage of net charge-offs decreased to 23.6% for the year ended December 31, 2023 from 245.5% for the year ended December 31, 2022.
The following table reconciles interest income in the Consolidated Statements of Income to net interest income adjusted to a fully taxable equivalent basis for the periods presented: For the Years Ended December 31, 2022 2021 2020 (dollars in thousands) Interest income per Consolidated Statements of Income $ 329,953 $ 293,838 $ 301,209 Adjustment to fully taxable equivalent basis 1,049 1,100 1,462 Interest income adjusted to fully taxable equivalent basis (non-GAAP) 331,002 294,938 302,671 Interest expense 17,732 15,297 32,938 Net interest income adjusted to fully taxable equivalent basis (non-GAAP) $ 313,270 $ 279,641 $ 269,733 32 Table of Contents The following table provides information regarding the average balances and yields or rates on interest-earning assets and interest-bearing liabilities for the periods ended December 31: Average Balance Sheets and Net Interest Analysis 2022 2021 2020 Average Balance Income / Expense (a) Yield or Rate Average Balance Income / Expense (a) Yield or Rate Average Balance Income / Expense (a) Yield or Rate (dollars in thousands) Assets Interest-earning assets: Interest-bearing deposits with banks $ 188,370 $ 1,722 0.91 % $ 317,493 $ 400 0.13 % $ 179,180 $ 218 0.12 % Tax-free investment securities 23,060 606 2.63 28,139 753 2.68 44,308 1,333 3.01 Taxable investment securities 1,355,836 25,545 1.88 1,463,785 25,244 1.72 1,167,316 24,749 2.12 Loans and leases, net of unearned income (b)(c)(e) 7,172,624 303,129 4.23 6,777,192 268,541 3.96 6,737,339 276,371 4.10 Total interest-earning assets 8,739,890 331,002 3.79 8,586,609 294,938 3.43 8,128,143 302,671 3.72 Noninterest-earning assets: Cash 111,554 94,949 97,632 Allowance for credit losses (94,912) (101,399) (76,705) Other assets 818,701 813,905 825,510 Total noninterest-earning assets 835,343 807,455 846,437 Total Assets $ 9,575,233 $ 9,394,064 $ 8,974,580 Liabilities and Shareholders’ Equity Interest-bearing liabilities: Interest-bearing demand deposits (d) $ 1,596,197 $ 1,376 0.09 % $ 1,529,697 $ 434 0.03 % $ 1,525,195 $ 1,843 0.12 % Savings deposits (d) 3,374,638 4,145 0.12 3,282,307 3,111 0.09 3,027,016 9,966 0.33 Time deposits 352,622 1,193 0.34 449,452 2,204 0.49 726,702 10,163 1.40 Short-term borrowings 144,834 1,999 1.38 119,801 99 0.08 142,634 704 0.49 Long-term debt 181,724 9,019 4.96 200,961 9,449 4.70 233,701 10,262 4.39 Total interest-bearing liabilities 5,650,015 17,732 0.31 5,582,218 15,297 0.27 5,655,248 32,938 0.58 Noninterest-bearing liabilities and shareholders’ equity: Noninterest-bearing demand deposits (d) 2,708,580 2,580,460 2,101,412 Other liabilities 147,871 130,007 140,612 Shareholders’ equity 1,068,767 1,101,379 1,077,308 Total noninterest-bearing funding sources 3,925,218 3,811,846 3,319,332 Total Liabilities and Shareholders’ Equity $ 9,575,233 $ 9,394,064 $ 8,974,580 Net Interest Income and Net Yield on Interest-Earning Assets $ 313,270 3.58 % $ 279,641 3.26 % $ 269,733 3.32 % (a) Income on interest-earning assets has been computed on a fully taxable equivalent basis using the federal income tax statutory rate of 21%.
The following table reconciles interest income in the Consolidated Statements of Income to net interest income adjusted to a fully taxable equivalent basis for the periods presented: For the Years Ended December 31, 2023 2022 2021 (dollars in thousands) Interest income per Consolidated Statements of Income $ 529,998 $ 329,953 $ 293,838 Adjustment to fully taxable equivalent basis 1,237 1,049 1,100 Interest income adjusted to fully taxable equivalent basis (non-GAAP) 531,235 331,002 294,938 Interest expense 144,322 17,732 15,297 Net interest income adjusted to fully taxable equivalent basis (non-GAAP) $ 386,913 $ 313,270 $ 279,641 35 Table of Contents The following table provides information regarding the average balances and yields or rates on interest-earning assets and interest-bearing liabilities for the periods ended December 31: Average Balance Sheets and Net Interest Analysis 2023 2022 2021 Average Balance Income / Expense (a) Yield or Rate Average Balance Income / Expense (a) Yield or Rate Average Balance Income / Expense (a) Yield or Rate (dollars in thousands) Assets Interest-earning assets: Interest-bearing deposits with banks $ 176,146 $ 9,491 5.39 % $ 188,370 $ 1,722 0.91 % $ 317,493 $ 400 0.13 % Tax-free investment securities 21,485 578 2.69 23,060 606 2.63 28,139 753 2.68 Taxable investment securities 1,239,369 29,340 2.37 1,355,836 25,545 1.88 1,463,785 25,244 1.72 Loans and leases, net of unearned income (b)(c)(e) 8,714,770 491,826 5.64 7,172,624 303,129 4.23 6,777,192 268,541 3.96 Total interest-earning assets 10,151,770 531,235 5.23 8,739,890 331,002 3.79 8,586,609 294,938 3.43 Noninterest-earning assets: Cash 112,157 111,554 94,949 Allowance for credit losses (132,046) (94,912) (101,399) Other assets 959,972 818,701 813,905 Total noninterest-earning assets 940,083 835,343 807,455 Total Assets $ 11,091,853 $ 9,575,233 $ 9,394,064 Liabilities and Shareholders’ Equity Interest-bearing liabilities: Interest-bearing demand deposits (d) $ 1,959,595 $ 25,652 1.31 % $ 1,596,197 $ 1,376 0.09 % $ 1,529,697 $ 434 0.03 % Savings deposits (d) 3,548,587 54,847 1.55 3,374,638 4,145 0.12 3,282,307 3,111 0.09 Time deposits 972,735 31,907 3.28 352,622 1,193 0.34 449,452 2,204 0.49 Short-term borrowings 439,556 21,747 4.95 144,834 1,999 1.38 119,801 99 0.08 Long-term debt 186,687 10,169 5.45 181,724 9,019 4.96 200,961 9,449 4.70 Total interest-bearing liabilities 7,107,160 144,322 2.03 5,650,015 17,732 0.31 5,582,218 15,297 0.27 Noninterest-bearing liabilities and shareholders’ equity: Noninterest-bearing demand deposits (d) 2,552,596 2,708,580 2,580,460 Other liabilities 205,224 147,871 130,007 Shareholders’ equity 1,226,873 1,068,767 1,101,379 Total noninterest-bearing funding sources 3,984,693 3,925,218 3,811,846 Total Liabilities and Shareholders’ Equity $ 11,091,853 $ 9,575,233 $ 9,394,064 Net Interest Income and Net Yield on Interest-Earning Assets $ 386,913 3.81 % $ 313,270 3.58 % $ 279,641 3.26 % (a) Income on interest-earning assets has been computed on a fully taxable equivalent basis using the federal income tax statutory rate of 21%.
Higher levels of interest-earning assets resulted in an increase of $13.5 million in interest income, and changes in the volume and mix of interest-bearing liabilities decreased interest expense by $1.3 million, primarily due to decreases in long-term borrowings and time deposits.
Higher levels of interest-earning assets resulted in an increase of $62.9 million in interest income, and changes in the volume and mix of interest-bearing liabilities increased interest expense by $7.0 million, primarily due to increases in short-term borrowings and time deposits.
Uninsured amounts are estimated based on known deposit account relationships for each depositor and insurance guidelines provided by the FDIC. Short-Term Borrowings and Long-Term Debt Short-term borrowings increased $234.4 million, or 169%, from $138.3 million at December 31, 2021 to $372.7 million at December 31, 2022.
Uninsured amounts are estimated based on known deposit account relationships for each depositor and insurance guidelines provided by the FDIC. Short-Term Borrowings and Long-Term Debt Short-term borrowings increased $225.1 million, or 60%, from $372.7 million at December 31, 2022 to $597.8 million at December 31, 2023, primarily to fund loan and investment portfolio growth.
Time deposits of $250 thousand or more had remaining maturities as follows as of the end of each year in the two-year period ended December 31: 2022 2021 Amount % Amount % (dollars in thousands) 3 months or less $ 12,663 19 % $ 13,349 25 % Over 3 months through 6 months 11,886 18 14,116 26 Over 6 months through 12 months 14,675 23 16,092 30 Over 12 months 26,231 40 10,390 19 Total $ 65,455 100 % $ 53,947 100 % The estimated total amount of uninsured deposits was $2.1 billion at both December 31, 2022 and 2021.
Time deposits of $250 thousand or more had remaining maturities as follows as of the end of each year in the two-year period ended December 31: 2023 2022 Amount % Amount % (dollars in thousands) 3 months or less $ 70,122 24 % $ 12,663 19 % Over 3 months through 6 months 62,981 22 11,886 18 Over 6 months through 12 months 107,144 37 14,675 23 Over 12 months 48,508 17 26,231 40 Total $ 288,755 100 % $ 65,455 100 % The estimated total amount of uninsured deposits was $2.5 billion and $2.1 billion at December 31, 2023 and 2022, respectively.
(e) Includes held for sale loans. 33 Table of Contents The following table sets forth certain information regarding changes in net interest income attributable to changes in the volume of interest-earning assets and interest-bearing liabilities and changes in the rates for the periods indicated: Analysis of Year-to-Year Changes in Net Interest Income 2022 Change from 2021 2021 Change from 2020 Total Change Change Due To Volume Change Due To Rate (a) Total Change Change Due To Volume Change Due To Rate (a) (dollars in thousands) Interest-earning assets: Interest-bearing deposits with banks $ 1,322 $ (168) $ 1,490 $ 182 $ 166 $ 16 Tax-free investment securities (147) (136) (11) (580) (487) (93) Taxable investment securities 301 (1,857) 2,158 495 6,285 (5,790) Loans and leases 34,588 15,659 18,929 (7,830) 1,634 (9,464) Total interest income (b) 36,064 13,498 22,566 (7,733) 7,598 (15,331) Interest-bearing liabilities: Interest-bearing demand deposits 942 20 922 (1,409) 5 (1,414) Savings deposits 1,034 83 951 (6,855) 842 (7,697) Time deposits (1,011) (474) (537) (7,959) (3,882) (4,077) Short-term borrowings 1,900 20 1,880 (605) (112) (493) Long-term debt (430) (904) 474 (813) (1,437) 624 Total interest expense 2,435 (1,255) 3,690 (17,641) (4,584) (13,057) Net interest income $ 33,629 $ 14,753 $ 18,876 $ 9,908 $ 12,182 $ (2,274) (a) Changes in interest income or expense not arising solely as a result of volume or rate variances are allocated to rate variances.
(e) Includes held for sale loans. 36 Table of Contents The following table sets forth certain information regarding changes in net interest income attributable to changes in the volume of interest-earning assets and interest-bearing liabilities and changes in the rates for the periods indicated: Analysis of Year-to-Year Changes in Net Interest Income 2023 Change from 2022 2022 Change from 2021 Total Change Change Due To Volume Change Due To Rate (a) Total Change Change Due To Volume Change Due To Rate (a) (dollars in thousands) Interest-earning assets: Interest-bearing deposits with banks $ 7,769 $ (111) $ 7,880 $ 1,322 $ (168) $ 1,490 Tax-free investment securities (28) (41) 13 (147) (136) (11) Taxable investment securities 3,795 (2,190) 5,985 301 (1,857) 2,158 Loans and leases 188,697 65,233 123,464 34,588 15,659 18,929 Total interest income (b) 200,233 62,891 137,342 36,064 13,498 22,566 Interest-bearing liabilities: Interest-bearing demand deposits 24,276 327 23,949 942 20 922 Savings deposits 50,702 209 50,493 1,034 83 951 Time deposits 30,714 2,108 28,606 (1,011) (474) (537) Short-term borrowings 19,748 4,067 15,681 1,900 20 1,880 Long-term debt 1,150 246 904 (430) (904) 474 Total interest expense 126,590 6,957 119,633 2,435 (1,255) 3,690 Net interest income $ 73,643 $ 55,934 $ 17,709 $ 33,629 $ 14,753 $ 18,876 (a) Changes in interest income or expense not arising solely as a result of volume or rate variances are allocated to rate variances.
Income Tax The provision for income taxes of $32.0 million in 2022 reflects a decrease of $2.6 million compared to the provision for income taxes in 2021, as a result of a $12.6 million decrease in the level of income before taxes. The effective tax rate was 20.0% for tax expense in both 2022 and 2021.
Income Tax The provision for income taxes of $40.5 million in 2023 reflects an increase of $8.5 million compared to the provision for income taxes in 2022, as a result of a $37.4 million increase in the level of income before taxes. The effective tax rate was 20.5% and 20.0% for tax expense in 2023 and 2022, respectively.
The available for sale investment portfolio amortized cost decreased $146.9 million, or 14%, at December 31, 2022 compared to 2021. Available for sale investment calls or maturities totaled $145.6 million during 2022.
The available for sale investment portfolio amortized cost increased $239.7 million, or 27%, at December 31, 2023 compared to 2022. Available for sale investment calls or maturities totaled $132.1 million during 2023.
A loan is also placed in nonaccrual status when, based on regulatory definitions, the loan is maintained on a “cash basis” due to the weakened financial condition of the borrower. Generally, loans 90 days or more past due are placed on nonaccrual status, except for consumer loans which are placed on nonaccrual status at 150 days past due.
A loan is also placed in nonaccrual status 52 Table of Contents when, based on regulatory definitions, the loan is maintained on a “cash basis” due to the weakened financial condition of the borrower.
Net charge-offs related to loans to individuals were $3.3 million for the year ended December 31, 2022, including $1.9 million for indirect auto loans and $1.0 million related to other consumer loans.
Increase in the residential real estate category is due primarily to $222.2 million in loan growth. Net charge-offs related to loans to individuals were $5.0 million for the year ended December 31, 2023, including $3.8 million for indirect auto loans and $1.1 million related to other consumer loans.
Loan and Lease Portfolio Following is a summary of our loan and lease portfolio as of December 31: 2022 2021 2020 2019 2018 Amount % Amount % Amount % Amount % Amount % (dollars in thousands) Commercial, financial, agricultural and other $ 1,211,706 16 % $ 1,173,452 17 % $ 1,555,986 23 % $ 1,241,853 20 % $ 1,138,473 20 % Real estate construction 513,101 7 494,456 7 427,221 6 449,039 7 358,978 6 Residential real estate 2,194,669 29 1,920,250 28 1,750,592 26 1,681,362 27 1,562,405 27 Commercial real estate 2,425,012 31 2,251,097 33 2,211,569 33 2,117,519 34 2,123,544 37 Loans to individuals 1,297,655 17 999,975 15 815,815 12 699,375 12 590,739 10 Total loans and leases $ 7,642,143 100 % $ 6,839,230 100 % $ 6,761,183 100 % $ 6,189,148 100 % $ 5,774,139 100 % The loan and lease portfolio totaled $7.6 billion as of December 31, 2022, reflecting growth of $802.9 million, or 12%, compared to December 31, 2021.
Loan and Lease Portfolio Following is a summary of our loan and lease portfolio as of December 31: 2023 2022 2021 2020 2019 Amount % Amount % Amount % Amount % Amount % (dollars in thousands) Commercial, financial, agricultural and other $ 1,543,349 17 % $ 1,211,706 16 % $ 1,173,452 17 % $ 1,555,986 23 % $ 1,241,853 20 % Real estate construction 597,735 7 513,101 7 494,456 7 427,221 6 449,039 7 Residential real estate 2,416,876 27 2,194,669 29 1,920,250 28 1,750,592 26 1,681,362 27 Commercial real estate 3,053,152 34 2,425,012 31 2,251,097 33 2,211,569 33 2,117,519 34 Loans to individuals 1,357,649 15 1,297,655 17 999,975 15 815,815 12 699,375 12 Total loans and leases $ 8,968,761 100 % $ 7,642,143 100 % $ 6,839,230 100 % $ 6,761,183 100 % $ 6,189,148 100 % The following table shows a breakdown of our loan portfolio between loans originated and loans acquired through the Centric acquisition as of December 31, 2023: Originated Acquired (1) Total (dollars in thousands) Commercial, financial, agricultural and other $ 1,296,982 $ 246,367 $ 1,543,349 Real estate construction 516,620 $ 81,115 597,735 Residential real estate 2,328,360 $ 88,516 2,416,876 Commercial real estate 2,519,053 $ 534,099 3,053,152 Loans to individuals 1,356,986 $ 663 1,357,649 Total loans and leases $ 8,018,001 $ 950,760 $ 8,968,761 (1) Includes January 31, 2023 balance of loans acquired as part of the Centric acquisition plus day 1 gross up of PCD loans.
Liquidity is centrally managed on a daily basis by our Treasury Department, which monitors it by using such measures as a 30-day liquidity stress analysis, liquidity gap ratios and noncore funding ratios.
The ALCO, which includes members of executive management, reviews liquidity on a periodic basis and approves significant changes in strategies that affect balance sheet or cash flow positions. Liquidity is centrally managed on a daily basis by our Treasury Department, which monitors it by using such measures as a 30-day liquidity stress analysis, liquidity gap ratios and noncore funding ratios.
Credit measures as of December 31, 2022 compared to December 31, 2021 reflect a decrease in the level of criticized loans of $65.3 million, from $198.1 million at December 31, 2021 to $132.9 million at December 31, 2022. Commercial real estate loans accounted for $60.0 million of this decrease.
Credit measures as of December 31, 2023 compared to December 31, 2022 reflect an increase in the level of criticized loans of $77.3 million, from $132.9 million at December 31, 2022 to $210.2 million at December 31, 2023. Commercial, financial, agricultural and other loans and commercial real estate loans accounted for $41.9 million, and $18.8 million, respectively, of this increase.
Comparing the year ended December 31, 2022 with the same period in 2021, changes in rates positively impacted net interest income by $18.9 million. The higher yield on interest-earning assets increased net interest income by $22.6 million, while the change in the cost of interest-bearing liabilities negatively impacted net interest income by $3.7 million.
The higher yield on interest-earning assets increased net interest income by $137.3 million, while the change in the cost of interest-bearing liabilities negatively impacted net interest income by $119.6 million.
Total noninterest income decreased $8.0 million, or 8%, in comparison to the year ended December 31, 2021. The most significant change, other than the changes noted above, includes a decrease of $8.3 million in gain on sale of mortgage loans due to a decline in volume and spread received on mortgage loans sold.
The most significant change, other than the changes noted above, includes a decrease of $1.3 million in gain on sale of mortgage loans due to a decline in volume and spread received on mortgage loans sold. The mark to market adjustment on interest rate swaps entered into for our commercial loan customers decreased $0.4 million.
Footnote Number Reference 1 Year or Less After 1 But Within 3 Years After 3 But Within 5 Years After 5 Years Total (dollars in thousands) FHLB advances 16 $ 740 $ 1,568 $ 1,693 $ 861 $ 4,862 Subordinated debentures 15 — — — 170,937 170,937 Operating leases 11 4,952 9,400 8,157 35,244 57,753 Total contractual obligations $ 5,692 $ 10,968 $ 9,850 $ 207,042 $ 233,552 The table above excludes our cash obligations upon maturity of certificates of deposit, which is set forth in Note 13 “Interest-Bearing Deposits” of the Consolidated Financial Statements.
Footnote Number Reference 1 Year or Less After 1 But Within 3 Years After 3 But Within 5 Years After 5 Years Total (dollars in thousands) FHLB advances 16 $ 769 $ 1,629 $ 1,483 $ 241 $ 4,122 Subordinated debentures 15 — — 49,592 128,149 177,741 Operating leases 11 5,845 10,771 9,579 36,749 62,944 Total contractual obligations $ 6,614 $ 12,400 $ 60,654 $ 165,139 $ 244,807 48 Table of Contents The table above excludes our cash obligations upon maturity of certificates of deposit, which is set forth in Note 13 “Interest-Bearing Deposits” of the Consolidated Financial Statements.
Losses or specifically assigned allowance for credit losses are recognized where appropriate. The allowance for credit losses was $102.9 million at December 31, 2022 or 1.35% of loans outstanding, compared to $92.5 million, or 1.35% of loans outstanding, at December 31, 2021.
This payment represents 21.0% of the nonperforming loans at December 31, 2023. The allowance for credit losses was $117.7 million at December 31, 2023 or 1.31% of loans outstanding, compared to $102.9 million, or 1.35% of loans outstanding, at December 31, 2022.
Average short-term borrowings increased by $25.0 million for the year ended December 31, 2022 compared to the same period in 2021. Average long-term debt decreased $19.2 million, while the cost of long-term debt increased by 26 basis points due to the maturity of lower costing borrowings and increasing rates on the variable rate portion of the subordinated debentures.
Average long-term debt increased $5.0 million, while the cost of long-term debt increased by 49 basis points primarily due to increasing rates on the variable rate portion of the subordinated debentures. Comparing the year ended December 31, 2023 with the same period in 2022, changes in rates positively impacted net interest income by $17.7 million.
The decline in shareholders' equity was the result of net income of $128.2 million, offset by a $128.9 million decrease in accumulated other comprehensive income, $44.6 million in dividends declared and $15.6 million in stock repurchases.
The growth in shareholders' equity was the result of net income of $157.1 million, $141.4 million in common stock issued in conjunction with the Centric acquisition and a $25.9 million increase in accumulated other comprehensive income, offset by $50.8 million in dividends declared and $15.1 million in stock repurchases.
First Commonwealth's total assets are expected to exceed $10 billion as of December 31, 2023, and as such, we expect to become subject to the interchange fee cap beginning July 1, 2024. 37 Table of Contents Noninterest Expense The components of noninterest expense for each year in the three-year period ended December 31 are as follows: 2022 compared to 2021 2022 2021 2020 $ Change % Change (dollars in thousands) Noninterest Expense: Salaries and employee benefits $ 126,031 $ 119,506 $ 118,961 $ 6,525 5 % Net occupancy 18,037 16,586 17,647 1,451 9 Furniture and equipment 15,582 15,642 15,393 (60) 0 Data processing 13,922 12,373 10,543 1,549 13 Advertising and promotion 5,031 4,983 4,679 48 1 Pennsylvania shares tax 4,447 4,604 4,500 (157) (3) Intangible amortization 3,196 3,497 3,689 (301) (9) Other professional fees and services 4,894 4,501 3,886 393 9 FDIC insurance 2,871 2,529 2,699 342 14 Other operating expenses 30,701 26,663 24,770 4,038 15 Subtotal 224,712 210,884 206,767 13,828 7 Loss on sale or write-down of assets 343 303 680 40 13 Litigation and operational losses 2,834 2,324 1,411 510 22 Merger and acquisition related 1,702 — — 1,702 — COVID-19 expense 151 449 874 (298) (66) Early retirement — — 3,422 — 100 Branch consolidation (104) (103) 2,672 (1) 1 Total noninterest expense $ 229,638 $ 213,857 $ 215,826 $ 15,781 7 % Total noninterest expense increased $15.8 million, or 7%, compared to the year ended December 31, 2021.
We estimate the application of the interchange fee cap to decrease our interchange income by approximately $7.5 million in 2024 and to decrease our annual interchange income by approximately $14.9 million in 2025. 40 Table of Contents Noninterest Expense The components of noninterest expense for each year in the three-year period ended December 31 are as follows: 2023 compared to 2022 2023 2022 2021 $ Change % Change (dollars in thousands) Noninterest Expense: Salaries and employee benefits $ 142,871 $ 126,031 $ 119,506 $ 16,840 13 % Net occupancy 19,221 18,037 16,586 1,184 7 Furniture and equipment 17,308 15,582 15,642 1,726 11 Data processing 15,010 13,922 12,373 1,088 8 Advertising and promotion 5,713 5,031 4,983 682 14 Pennsylvania shares tax 4,364 4,447 4,604 (83) (2) Intangible amortization 4,983 3,196 3,497 1,787 56 Other professional fees and services 5,919 4,894 4,501 1,025 21 FDIC insurance 6,260 2,871 2,529 3,389 118 Other operating expenses 34,389 30,748 27,009 3,641 12 Subtotal 256,038 224,759 211,230 31,279 14 Loss on sale or write-down of assets 204 343 303 (139) (41) Litigation and operational losses 4,641 2,834 2,324 1,807 64 Merger and acquisition related 9,034 1,702 — 7,332 431 Total noninterest expense $ 269,917 $ 229,638 $ 213,857 $ 40,279 18 % Total noninterest expense increased $40.3 million, or 18%, compared to the year ended December 31, 2022.