Biggest changeDISTRIBUTION OF ASSETS, LIABILITIES AND STOCKHOLDERS’ EQUITY; INTEREST RATES AND INTEREST DIFFERENTIAL The daily average balance sheet amounts, the related interest income or interest expense, and average rates earned or paid are presented in the following table: Average Balance Interest Income / Expense Average Rate Average Balance Interest Income / Expense Average Rate Average Balance Interest Income / Expense Average Rate (Dollars in Thousands) 2023 2022 2021 Assets: Interest-bearing deposits $ 431,581 $ 17,719 4.11 % $ 296,863 $ 2,503 0.84 % $ 521,637 $ 634 0.12 % Federal Home Loan Bank stock 41,319 3,052 7.39 35,580 1,176 3.31 28,736 597 2.08 Investment securities: (1) Taxable 1,854,438 35,207 1.90 2,056,586 38,354 1.86 1,751,910 29,951 1.71 Tax-exempt (2) 2,366,475 73,566 3.11 2,653,611 85,292 3.21 2,106,180 70,039 3.33 Total Investment Securities 4,220,913 108,773 2.58 4,710,197 123,646 2.63 3,858,090 99,990 2.59 Loans held for sale 21,766 1,292 5.94 14,715 692 4.70 19,190 747 3.89 Loans: (3) Commercial (6) 8,519,706 603,611 7.08 7,877,271 380,621 4.83 6,818,968 276,368 4.05 Real estate mortgage 2,035,488 82,183 4.04 1,471,802 51,853 3.52 916,314 34,783 3.80 Installment 830,006 60,751 7.32 785,520 37,302 4.75 683,925 26,111 3.82 Tax-exempt (2) 891,008 40,448 4.54 793,743 31,803 4.01 732,253 27,987 3.82 Total Loans 12,297,974 788,285 6.41 10,943,051 502,271 4.59 9,170,650 365,996 3.99 Total Earning Assets 16,991,787 917,829 5.40 % 15,985,691 629,596 3.94 % 13,579,113 467,217 3.44 % Total Non-earning Assets 1,194,720 1,234,311 1,251,284 Total Assets $ 18,186,507 $ 17,220,002 $ 14,830,397 Liabilities: Interest-bearing deposits: Interest-bearing deposits $ 5,435,733 $ 138,012 2.54 % $ 5,206,131 $ 32,511 0.62 % $ 4,769,482 $ 14,512 0.30 % Money market deposits 2,884,271 83,777 2.90 2,915,397 19,170 0.66 2,351,803 3,203 0.14 Savings deposits 1,694,230 14,606 0.86 1,927,122 5,019 0.26 1,754,972 1,886 0.11 Certificates and other time deposits 1,923,268 69,697 3.62 881,176 6,239 0.71 783,733 3,718 0.47 Total Interest-bearing Deposits 11,937,502 306,092 2.56 10,929,826 62,939 0.58 9,659,990 23,319 0.24 Borrowings 1,111,472 42,394 3.81 888,392 21,864 2.46 639,791 12,633 1.97 Total Interest-bearing Liabilities 13,048,974 348,486 2.67 11,818,218 84,803 0.72 10,299,781 35,952 0.35 Noninterest-bearing deposits 2,783,996 3,268,417 2,516,241 Other liabilities 226,275 160,922 147,743 Total Liabilities 16,059,245 15,247,557 12,963,765 Stockholders' Equity 2,127,262 1,972,445 1,866,632 Total Liabilities and Stockholders' Equity $ 18,186,507 348,486 $ 17,220,002 84,803 $ 14,830,397 35,952 Net Interest Income (FTE) $ 569,343 $ 544,793 $ 431,265 Net Interest Spread (FTE) (4) 2.73 % 3.22 % 3.09 % Net Interest Margin (FTE): Interest Income (FTE) / Average Earning Assets 5.40 % 3.94 % 3.44 % Interest Expense / Average Earning Assets 2.05 % 0.53 % 0.26 % Net Interest Margin (FTE) (5) 3.35 % 3.41 % 3.18 % ______________________________ (1) Average balance of securities is computed based on the average of the historical amortized cost balances without the effects of the fair value adjustments.
Biggest changeDISTRIBUTION OF ASSETS, LIABILITIES AND STOCKHOLDERS’ EQUITY; INTEREST RATES AND INTEREST DIFFERENTIAL The daily average balance sheet amounts, the related interest income or interest expense, and average rates earned or paid are presented in the following table: Average Balance Interest Income / Expense Average Rate Average Balance Interest Income / Expense Average Rate Average Balance Interest Income / Expense Average Rate (Dollars in Thousands) 2024 2023 2022 Assets: Interest-bearing deposits $ 418,163 $ 16,992 4.06 % $ 431,581 $ 17,719 4.11 % $ 296,863 $ 2,503 0.84 % Federal Home Loan Bank stock 41,736 3,527 8.45 41,319 3,052 7.39 35,580 1,176 3.31 Investment securities: (1) Taxable 1,759,578 36,086 2.05 1,854,438 35,207 1.90 2,056,586 38,354 1.86 Tax-exempt (2) 2,200,466 67,705 3.08 2,366,475 73,566 3.11 2,653,611 85,292 3.21 Total Investment Securities 3,960,044 103,791 2.62 4,220,913 108,773 2.58 4,710,197 123,646 2.63 Loans held for sale 29,650 1,792 6.04 21,766 1,292 5.94 14,715 692 4.70 Loans: (3) Commercial 8,687,638 641,393 7.38 8,519,706 603,611 7.08 7,877,271 380,621 4.83 Real estate mortgage 2,158,743 94,890 4.40 2,035,488 82,183 4.04 1,471,802 51,853 3.52 HELOC and installment 830,079 65,577 7.90 830,006 60,751 7.32 785,520 37,302 4.75 Tax-exempt (2) 928,214 43,370 4.67 891,008 40,448 4.54 793,743 31,803 4.01 Total Loans 12,634,324 847,022 6.70 12,297,974 788,285 6.41 10,943,051 502,271 4.59 Total Earning Assets 17,054,267 971,332 5.69 % 16,991,787 917,829 5.40 % 15,985,691 629,596 3.94 % Total Non-earning Assets 1,346,228 1,194,720 1,234,311 Total Assets $ 18,400,495 $ 18,186,507 $ 17,220,002 Liabilities: Interest-bearing deposits: Interest-bearing deposits $ 5,506,492 $ 157,984 2.87 % $ 5,435,733 $ 138,012 2.54 % $ 5,206,131 $ 32,511 0.62 % Money market deposits 3,061,461 106,026 3.46 2,884,271 83,777 2.90 2,915,397 19,170 0.66 Savings deposits 1,463,707 14,587 1.00 1,694,230 14,606 0.86 1,927,122 5,019 0.26 Certificates and other time deposits 2,413,900 107,530 4.45 1,923,268 69,697 3.62 881,176 6,239 0.71 Total Interest-bearing Deposits 12,445,560 386,127 3.10 11,937,502 306,092 2.56 10,929,826 62,939 0.58 Borrowings 1,005,017 40,765 4.06 1,111,472 42,394 3.81 888,392 21,864 2.46 Total Interest-bearing Liabilities 13,450,577 426,892 3.17 13,048,974 348,486 2.67 11,818,218 84,803 0.72 Noninterest-bearing deposits 2,371,004 2,783,996 3,268,417 Other liabilities 326,423 226,275 160,922 Total Liabilities 16,148,004 16,059,245 15,247,557 Stockholders' Equity 2,252,491 2,127,262 1,972,445 Total Liabilities and Stockholders' Equity $ 18,400,495 426,892 $ 18,186,507 348,486 $ 17,220,002 84,803 Net Interest Income (FTE) $ 544,440 $ 569,343 $ 544,793 Net Interest Spread (FTE) (4) 2.52 % 2.73 % 3.22 % Net Interest Margin (FTE): Interest Income (FTE) / Average Earning Assets 5.69 % 5.40 % 3.94 % Interest Expense / Average Earning Assets 2.50 % 2.05 % 0.53 % Net Interest Margin (FTE) (5) 3.19 % 3.35 % 3.41 % ______________________________ (1) Average balance of securities is computed based on the average of the historical amortized cost balances without the effects of the fair value adjustments.
BUSINESS ALLOCATION OF THE ALLOWANCE FOR CREDIT LOSSES Presented below is an analysis of the composition of the allowance for credit losses and percent of loans in each category to total loans, by collateral segment, as of the years indicated. 2023 2022 2021 2020 2019 (Dollars in Thousands) Amount Percent Amount Percent Amount Percent Amount Percent Amount Percent Balance at December 31: Commercial $ 97,348 39.2 % $ 102,216 38.4 % $ 69,935 40.8 % $ 47,115 37.9 % $ 32,902 32.5 % Commercial real estate 44,048 28.5 % 46,839 30.4 % 60,665 33.8 % 51,070 41.8 % 28,778 45.4 % Construction 24,823 7.7 % 28,955 7.0 % 20,206 5.6 % — — % — — % Consumer — — % — — % — — % 9,648 1.4 % 4,035 1.6 % Residential — — % — — % — — % 22,815 18.9 % 14,569 20.5 % Consumer & Residential 38,715 24.6 % 45,267 24.2 % 44,591 19.8 % — — % — — % Totals $ 204,934 100.0 % $ 223,277 100.0 % $ 195,397 100.0 % $ 130,648 100.0 % $ 80,284 100.0 % The allowance for credit losses decreased $18.3 million during the twelve months ended December 31, 2023.
BUSINESS ALLOCATION OF THE ALLOWANCE FOR CREDIT LOSSES Presented below is an analysis of the composition of the ACL - Loans and percent of loans in each category to total loans, by collateral segment, as of the years indicated. 2024 2023 2022 2021 2020 (Dollars in Thousands) Amount Percent Amount Percent Amount Percent Amount Percent Amount Percent Balance at December 31: Commercial $ 94,757 42.2 % $ 97,348 39.2 % $ 102,216 38.4 % $ 69,935 40.8 % $ 47,115 37.9 % Commercial real estate 51,099 26.7 % 44,048 28.5 % 46,839 30.4 % 60,665 33.8 % 51,070 41.8 % Construction 9,784 6.2 % 24,823 7.7 % 28,955 7.0 % 20,206 5.6 % — — % Consumer — — % — — % — — % — — % 9,648 1.4 % Residential — — % — — % — — % — — % 22,815 18.9 % Consumer & Residential 37,117 24.9 % 38,715 24.6 % 45,267 24.2 % 44,591 19.8 % — — % Totals $ 192,757 100.0 % $ 204,934 100.0 % $ 223,277 100.0 % $ 195,397 100.0 % $ 130,648 100.0 % The ACL - Loans decreased $12.2 million during the year ended December 31, 2024.
SUMMARY OF CREDIT LOSS EXPERIENCE The following table summarizes the credit loss experience, by collateral segment, for the years indicated: (Dollars in Thousands) 2023 2022 2021 2020 2019 Allowance for credit losses: Balances, January 1 $ 223,277 $ 195,397 $ 130,648 $ 80,284 $ 80,552 Impact of adopting ASC 326 — — 74,055 — — Balances, January 1, 2021 Post-ASC 326 adoption 223,277 195,397 204,703 80,284 80,552 Charge-offs: Commercial (1) (23,264) (1,215) (5,849) (8,536) (1,732) Commercial real estate (2) (116) (3,017) (4,533) (313) (3,675) Construction — — (6) — — Consumer — — — (643) (569) Residential — — — (993) (645) Consumer & Residential (4,659) (2,369) (1,496) — — Total Charge-offs (28,039) (6,601) (11,884) (10,485) (6,621) Recoveries: Commercial (1) 995 872 724 819 1,244 Commercial real estate (2) 60 1,096 580 431 1,289 Construction — 863 1 — — Consumer — — — 260 401 Residential — — — 666 619 Consumer & Residential 1,341 1,096 1,273 — — Total Recoveries 2,396 3,927 2,578 2,176 3,553 Net Charge-offs (25,643) (2,674) (9,306) (8,309) (3,068) Provisions for credit losses - loans 7,300 — — 58,673 2,800 CECL Day 1 non-PCD provision for credit losses — 13,955 — — — CECL Day 1 PCD ACL — 16,599 — — — Balance at December 31 $ 204,934 $ 223,277 $ 195,397 $ 130,648 $ 80,284 Ratio of net charge-offs during the period to average loans outstanding during the period 0.21 % 0.02 % 0.10 % 0.09 % 0.04 % (1) Category includes commercial and industrial, agricultural land, production and other loans to farmers, and other commercial loans.
SUMMARY OF CREDIT LOSS EXPERIENCE The following table summarizes the credit loss experience, by collateral segment, for the years indicated: (Dollars in Thousands) 2024 2023 2022 2021 2020 Allowance for credit losses - loans: Balances, January 1 $ 204,934 $ 223,277 $ 195,397 $ 130,648 $ 80,284 Impact of adopting ASC 326 — — — 74,055 — Balances, January 1, 2021 Post-ASC 326 adoption 204,934 223,277 195,397 204,703 80,284 Charge-offs: Commercial (1) (50,199) (23,264) (1,215) (5,849) (8,536) Commercial real estate (2) (352) (116) (3,017) (4,533) (313) Construction — — — (6) — Consumer — — — — (643) Residential — — — — (993) Consumer & Residential (3,692) (4,659) (2,369) (1,496) — Total Charge-offs (54,243) (28,039) (6,601) (11,884) (10,485) Recoveries: Commercial (1) 3,153 995 872 724 819 Commercial real estate (2) 236 60 1,096 580 431 Construction — — 863 1 — Consumer — — — — 260 Residential — — — — 666 Consumer & Residential 1,477 1,341 1,096 1,273 — Total Recoveries 4,866 2,396 3,927 2,578 2,176 Net Charge-offs (49,377) (25,643) (2,674) (9,306) (8,309) Provision for credit losses - loans 37,200 7,300 — — 58,673 CECL Day 1 non-PCD provision for credit losses - loans — — 13,955 — — CECL Day 1 PCD ACL - loans — — 16,599 — — Balances, December 31 $ 192,757 $ 204,934 $ 223,277 $ 195,397 $ 130,648 Ratio of net charge-offs during the period to average loans outstanding during the period 0.39 % 0.21 % 0.02 % 0.10 % 0.09 % (1) Category includes commercial and industrial, agricultural land, production and other loans to farmers, and other commercial loans.
The following table shows the composition of the Corporation’s loan portfolio by collateral classification, including purchased credit deteriorated loans, for the years indicated: 2023 2022 2021 2020 2019 (Dollars in Thousands) Amount % Amount % Amount % Amount % Amount % Loans at December 31: Commercial and industrial loans (1) $ 3,670,948 29.4 % $ 3,437,126 28.6 % $ 2,714,565 29.4 % $ 2,776,699 30.0 % $ 2,109,879 24.9 % Agricultural land, production and other loans to farmers 263,414 2.1 241,793 2.0 246,442 2.7 281,884 3.0 334,172 4.0 Real estate loans: Construction 957,545 7.7 835,582 6.9 523,066 5.7 484,723 5.2 787,568 9.3 Commercial real estate, non-owner occupied 2,400,839 19.2 2,407,475 20.1 2,135,459 23.1 2,220,949 24.0 1,902,692 22.4 Commercial real estate, owner occupied 1,162,083 9.3 1,246,528 10.4 986,720 10.7 958,501 10.4 909,695 10.8 Residential 2,288,921 18.4 2,096,655 17.5 1,159,127 12.5 1,234,741 13.4 1,143,217 13.5 Home equity 617,571 4.9 630,632 5.3 523,754 5.7 508,259 5.5 588,984 7.0 Individuals' loans for household and other personal expenditures 168,388 1.3 175,211 1.4 146,092 1.5 129,479 1.5 135,989 1.6 Public finance and other commercial loans 956,318 7.7 932,892 7.8 806,636 8.7 647,939 7.0 547,114 6.5 Loans 12,486,027 100.0 % 12,003,894 100.0 % 9,241,861 100.0 % 9,243,174 100.0 % 8,459,310 100.0 % Allowance for loan/credit losses (204,934) (223,277) (195,397) (130,648) (80,284) Net Loans $ 12,281,093 $ 11,780,617 $ 9,046,464 $ 9,112,526 $ 8,379,026 (1) Includes PPP loans of $2.7 million in 2023, $4.7 million in 2022, $106.6 million in 2021, and $667.1 million in 2020.
The following table shows the composition of the Corporation’s loan portfolio by collateral classification, including purchased credit deteriorated loans, for the years indicated: 2024 2023 2022 2021 2020 (Dollars in Thousands) Amount % Amount % Amount % Amount % Amount % Loans at December 31: Commercial and industrial loans (1) $ 4,114,292 32.0 % $ 3,670,948 29.4 % $ 3,437,126 28.6 % $ 2,714,565 29.4 % $ 2,776,699 30.0 % Agricultural land, production and other loans to farmers 256,312 2.0 263,414 2.1 241,793 2.0 246,442 2.7 281,884 3.0 Real estate loans: Construction 792,144 6.2 957,545 7.7 835,582 6.9 523,066 5.7 484,723 5.2 Commercial real estate, non-owner occupied 2,274,016 17.7 2,400,839 19.2 2,407,475 20.1 2,135,459 23.1 2,220,949 24.0 Commercial real estate, owner occupied 1,157,944 9.0 1,162,083 9.3 1,246,528 10.4 986,720 10.7 958,501 10.4 Residential 2,374,729 18.5 2,288,921 18.4 2,096,655 17.5 1,159,127 12.5 1,234,741 13.4 Home equity 659,811 5.1 617,571 4.9 630,632 5.3 523,754 5.7 508,259 5.5 Individuals' loans for household and other personal expenditures 166,028 1.3 168,388 1.3 175,211 1.4 146,092 1.5 129,479 1.5 Public finance and other commercial loans 1,059,083 8.2 956,318 7.7 932,892 7.8 806,636 8.7 647,939 7.0 Loans 12,854,359 100.0 % 12,486,027 100.0 % 12,003,894 100.0 % 9,241,861 100.0 % 9,243,174 100.0 % Allowance for loan/credit losses (192,757) (204,934) (223,277) (195,397) (130,648) Net Loans $ 12,661,602 $ 12,281,093 $ 11,780,617 $ 9,046,464 $ 9,112,526 (1) Includes PPP loans of $2.7 million in 2023, $4.7 million in 2022, $106.6 million in 2021, and $667.1 million in 2020.
Pertinent information with respect to borrowings maturing in one year or less is summarized below: (Dollars in Thousands) 2023 2022 2021 Weighted Average Interest Rate on Outstanding Balance at December 31: Federal funds purchased — % 3.5 % 1.4 % Securities sold under repurchase agreements (short-term portion) 2.3 % 1.3 % 0.2 % Federal Home Loan Bank advances (short-term portion) 2.8 % 2.4 % 2.1 % Subordinated debentures and other borrowings (short-term portion) 1.0 % 1.0 % — % Total short-term borrowings 2.4 % 2.4 % 0.7 % Weighted Average Interest Rate During the Year: Federal funds purchased 5.2 % 3.0 % 0.8 % Securities sold under repurchase agreements (short-term portion) 2.0 % 0.6 % 0.2 % Federal Home Loan Bank advances (short-term portion) 3.4 % 2.5 % 2.0 % Subordinated debentures and other borrowings (short-term portion) 0.8 % 0.7 % — % Total short-term borrowings 2.9 % 1.8 % 0.7 % Highest Amount Outstanding at Any Month End During the Year: Federal funds purchased $ 188,329 $ 240,406 $ — Securities sold under repurchase agreements (short-term portion) 242,194 218,882 199,104 Federal Home Loan Bank advances (short-term portion) 410,000 460,000 75,000 Subordinated debentures and other borrowings (short-term portion) $ 1,182 $ 1,230 $ — Total short-term borrowings $ 841,705 $ 920,518 $ 274,104 Average Amount Outstanding During the year: Federal funds purchased $ 27,115 $ 44,041 $ 617 Securities sold under repurchase agreements (short-term portion) 171,291 185,082 173,839 Federal Home Loan Bank advances (short-term portion) 208,251 265,822 64,356 Subordinated debentures and other borrowings (short-term portion) $ 1,178 $ 1,212 $ — Total short-term borrowings $ 407,835 $ 496,157 $ 238,812
Pertinent information with respect to borrowings maturing in one year or less is summarized below: (Dollars in Thousands) 2024 2023 2022 Weighted Average Interest Rate on Outstanding Balance at December 31: Federal funds purchased 2.3 % — % 3.5 % Securities sold under repurchase agreements (short-term portion) 2.0 % 2.3 % 1.3 % Federal Home Loan Bank advances (short-term portion) 4.0 % 2.8 % 2.4 % Subordinated debentures and other borrowings (short-term portion) 1.0 % 1.0 % 1.0 % Total short-term borrowings 2.6 % 2.4 % 2.4 % Weighted Average Interest Rate During the Year: Federal funds purchased 5.4 % 5.2 % 3.0 % Securities sold under repurchase agreements (short-term portion) 2.2 % 2.0 % 0.6 % Federal Home Loan Bank advances (short-term portion) 4.0 % 3.4 % 2.5 % Subordinated debentures and other borrowings (short-term portion) 1.2 % 0.8 % 0.7 % Total short-term borrowings 3.1 % 2.9 % 1.8 % Highest Amount Outstanding at Any Month End During the Year: Federal funds purchased $ 147,229 $ 188,329 $ 240,406 Securities sold under repurchase agreements (short-term portion) 194,177 242,194 218,882 Federal Home Loan Bank advances (short-term portion) 180,000 410,000 460,000 Subordinated debentures and other borrowings (short-term portion) $ 1,172 $ 1,182 $ 1,230 Total short-term borrowings $ 522,578 $ 841,705 $ 920,518 Average Amount Outstanding During the year: Federal funds purchased $ 8,920 $ 27,115 $ 44,041 Securities sold under repurchase agreements (short-term portion) 136,010 171,291 185,082 Federal Home Loan Bank advances (short-term portion) 100,190 208,251 265,822 Subordinated debentures and other borrowings (short-term portion) $ 1,166 $ 1,178 $ 1,212 Total short-term borrowings $ 246,286 $ 407,835 $ 496,157
BUSINESS SHORT-TERM BORROWINGS Borrowings maturing in one year or less are included in the following table: (Dollars in Thousands) 2023 2022 2021 Balance at December 31: Federal funds purchased $ — $ 171,560 $ — Securities sold under repurchase agreements (short-term portion) 157,280 167,413 181,577 Federal Home Loan Bank advances (short-term portion) 60,000 460,097 75,097 Subordinated debentures and other borrowings (short-term portion) $ 1,176 $ 1,182 $ — Total short-term borrowings $ 218,456 $ 800,252 $ 256,674 Securities sold under repurchase agreements are categorized as borrowings maturing within one year and are secured by U.S.
BUSINESS SHORT-TERM BORROWINGS Borrowings maturing in one year or less are included in the following table: Years Ended (Dollars in Thousands) December 31, 2024 December 31, 2023 December 31, 2022 Federal funds purchased $ 99,226 $ — $ 171,560 Securities sold under repurchase agreements (short-term portion) 142,876 157,280 167,413 Federal Home Loan Bank advances (short-term portion) 95,000 60,000 460,097 Subordinated debentures and other borrowings (short-term portion) $ 1,157 $ 1,176 $ 1,182 Total short-term borrowings $ 338,259 $ 218,456 $ 800,252 Securities sold under repurchase agreements are categorized as borrowings maturing within one year and are secured by U.S.
The primary increase was in the residential portfolio of $11.5 million. At December 31, 2023, 2022, 2021, 2020, and 2019, non-accrual loans include assets acquired of $5.2 million, $8.2 million, $3.2 million, $7.9 million, and $3.7 million, respectively. Other real estate owned (“OREO”) at December 31, 2023 decreased $1.6 million from the December 31, 2022 balance of $6.4 million.
At December 31, 2024, 2023, 2022, 2021, and 2020, non-accrual loans include assets acquired of $3.6 million, $5.2 million, $8.2 million, $3.2 million, and $7.9 million, respectively. Other real estate owned (“OREO”) at December 31, 2024 increased $0.1 million from the December 31, 2023 balance of $4.8 million.
Volume and rate variances have been allocated on the basis of the absolute relationship between volume variances and rate variances. 2023 Compared to 2022 Increase (Decrease) Due To 2022 Compared to 2021 Increase (Decrease) Due To 2021 Compared to 2020 Increase (Decrease) Due To (Dollars in Thousands, Fully Taxable Equivalent Basis) Volume Rate Total Volume Rate Total Volume Rate Total Interest Income: Interest-bearing deposits $ 1,597 $ 13,619 $ 15,216 $ (383) $ 2,252 $ 1,869 $ 412 $ (716) $ (304) Federal Home Loan Bank stock 217 1,659 1,876 166 413 579 — (445) (445) Investment securities (12,644) (2,229) (14,873) 22,353 1,303 23,656 29,977 (8,023) 21,954 Loans held for sale 388 212 600 (193) 138 (55) 26 (60) (34) Loans 67,684 217,730 285,414 76,919 59,411 136,330 4,223 (23,651) (19,428) Totals 57,242 230,991 288,233 98,862 63,517 162,379 34,638 (32,895) 1,743 Interest Expense: Interest-bearing deposit accounts 1,496 104,005 105,501 1,440 16,559 17,999 3,344 (9,071) (5,727) Money market deposit accounts (207) 64,814 64,607 941 15,026 15,967 1,997 (6,604) (4,607) Savings deposits (676) 10,263 9,587 202 2,931 3,133 465 (2,220) (1,755) Certificates and other time deposits 14,157 49,301 63,458 508 2,013 2,521 (6,211) (10,121) (16,332) Borrowings 6,437 14,093 20,530 5,649 3,582 9,231 (2,521) 513 (2,008) Totals 21,207 242,476 263,683 8,740 40,111 48,851 (2,926) (27,503) (30,429) Change in net interest income (fully taxable equivalent basis) $ 36,035 $ (11,485) 24,550 $ 90,122 $ 23,406 113,528 $ 37,564 $ (5,392) 32,172 Tax equivalent adjustment using marginal rate of 21% for 2023, 2022 and 2021 647 (4,005) (3,619) Change in net interest income $ 25,197 $ 109,523 $ 28,553 INVESTMENT SECURITIES In determining the fair value of the investment securities portfolio, the Corporation utilizes a third party for portfolio accounting services, including market value input, for those securities classified as Level 1 and Level 2 in the fair value hierarchy.
Volume and rate variances have been allocated on the basis of the absolute relationship between volume variances and rate variances. 2024 Compared to 2023 Increase (Decrease) Due To 2023 Compared to 2022 Increase (Decrease) Due To 2022 Compared to 2021 Increase (Decrease) Due To (Dollars in Thousands, Fully Taxable Equivalent Basis) Volume Rate Total Volume Rate Total Volume Rate Total Interest Income: Interest-bearing deposits $ (547) $ (180) $ (727) $ 1,597 $ 13,619 $ 15,216 $ (383) $ 2,252 $ 1,869 Federal Home Loan Bank stock 31 444 475 217 1,659 1,876 166 413 579 Investment securities (6,812) 1,830 (4,982) (12,644) (2,229) (14,873) 22,353 1,303 23,656 Loans held for sale 476 24 500 388 212 600 (193) 138 (55) Loans 21,413 36,824 58,237 67,684 217,730 285,414 76,919 59,411 136,330 Totals 14,561 38,942 53,503 57,242 230,991 288,233 98,862 63,517 162,379 Interest Expense: Interest-bearing deposit accounts 1,818 18,154 19,972 1,496 104,005 105,501 1,440 16,559 17,999 Money market deposit accounts 5,386 16,863 22,249 (207) 64,814 64,607 941 15,026 15,967 Savings deposits (2,132) 2,113 (19) (676) 10,263 9,587 202 2,931 3,133 Certificates and other time deposits 19,927 17,906 37,833 14,157 49,301 63,458 508 2,013 2,521 Borrowings (4,215) 2,586 (1,629) 6,437 14,093 20,530 5,649 3,582 9,231 Totals 20,784 57,622 78,406 21,207 242,476 263,683 8,740 40,111 48,851 Change in net interest income (fully taxable equivalent basis) $ (6,223) $ (18,680) (24,903) $ 36,035 $ (11,485) 24,550 $ 90,122 $ 23,406 113,528 Tax equivalent adjustment using marginal rate of 21% for 2024, 2023 and 2022 617 647 (4,005) Change in net interest income $ (24,286) $ 25,197 $ 109,523 INVESTMENT SECURITIES In determining the fair value of the investment securities portfolio, the Corporation utilizes a third party for portfolio accounting services, including market value input, for those securities classified as Level 1 and Level 2 in the fair value hierarchy.
Government-sponsored mortgage-backed securities 749,789 — 749,789 7,957 5,881 751,865 Foreign investment 1,500 — 1,500 — 1 1,499 Total held to maturity $ 2,180,047 $ 245 $ 2,179,802 $ 37,776 $ 15,320 $ 2,202,503 In determining the allowance for credit losses on investment securities available for sale that are in an unrealized loss position, the Corporation first assesses whether it intends to sell, or it is more likely than not that it will be required to sell the security before recovery of its amortized cost basis.
Government-sponsored mortgage-backed securities 776,074 — 776,074 — 113,915 662,159 Foreign investment 1,500 — 1,500 — 28 1,472 Total held to maturity $ 2,287,372 $ 245 $ 2,287,127 $ 647 $ 380,154 $ 1,907,865 In determining the allowance for credit losses on investment securities available for sale that are in an unrealized loss position, the Corporation first assesses whether it intends to sell, or it is more likely than not that it will be required to sell the security before recovery of its amortized cost basis.
Government-sponsored mortgage-backed securities 776,074 — 776,074 — 113,915 662,159 Foreign investment 1,500 — 1,500 — 28 1,472 Total held to maturity $ 2,287,372 $ 245 $ 2,287,127 $ 647 $ 380,154 $ 1,907,865 Amortized Cost Allowance for Credit Losses Net Carrying Amount Gross Unrealized Gains Gross Unrealized Losses Fair Value Held to maturity at December 31, 2021 U.S.
Government-sponsored mortgage-backed securities 641,513 — 641,513 — 102,343 539,170 Foreign investment 1,500 — 1,500 — 5 1,495 Total held to maturity $ 2,074,465 $ 245 $ 2,074,220 $ 299 $ 351,244 $ 1,723,520 Amortized Cost Allowance for Credit Losses Net Carrying Amount Gross Unrealized Gains Gross Unrealized Losses Fair Value Held to maturity at December 31, 2023 U.S.
Government-sponsored mortgage-backed securities 671,684 7,109 11,188 667,605 Corporate obligations 4,031 256 8 4,279 Total available for sale $ 2,268,655 $ 89,536 $ 13,640 $ 2,344,551 The following table summarizes the amortized cost, gross unrealized gains and losses, approximate fair value and allowance for credit losses on investment securities held to maturity at the dates indicated.
Government-sponsored mortgage-backed securities 608,630 1 100,358 508,273 Corporate obligations 13,014 — 807 12,207 Total available for sale $ 2,273,347 $ 439 $ 297,125 $ 1,976,661 The following table summarizes the amortized cost, gross unrealized gains and losses, approximate fair value and allowance for credit losses on investment securities held to maturity at the dates indicated.
Government-sponsored mortgage-backed securities 541,343 462 86,990 454,815 Corporate obligations 12,947 — 1,128 11,819 Total available for sale $ 1,846,840 $ 826 $ 220,554 $ 1,627,112 Amortized Cost Gross Unrealized Gains Gross Unrealized Losses Fair Value Available for sale at December 31, 2022 U.S. Treasury $ 2,501 $ — $ 42 $ 2,459 U.S.
Government-sponsored agency securities $ 111,521 $ — $ 16,214 $ 95,307 State and municipal 1,181,029 364 116,222 1,065,171 U.S. Government-sponsored mortgage-backed securities 541,343 462 86,990 454,815 Corporate obligations 12,947 — 1,128 11,819 Total available for sale $ 1,846,840 $ 826 $ 220,554 $ 1,627,112 15 PART I: ITEM 1.