Biggest changeAt December 31, (Dollars in thousands) 2022 2021 2020 Nonaccrual loans and leases, including nonaccrual troubled debt restructured loans and lease modifications* $ 13,353 $ 33,210 $ 31,692 Accruing troubled debt restructured loans and lease modifications not included in the above 49 51 53 Accruing loans and leases, 90 days or more past due 875 498 1,392 Total nonperforming loans and leases $ 14,277 $ 33,759 $ 33,137 Other real estate owned 19,258 279 7,355 Total nonperforming assets $ 33,535 $ 34,038 $ 40,492 * Nonaccrual troubled debt restructured loans and lease modifications included in nonaccrual loans and leases in the above table $ 767 $ 758 $ 14,069 Loans and leases held for investment $ 6,123,230 $ 5,310,017 $ 5,306,841 Allowance for credit losses, loans and leases 79,004 71,924 83,044 Allowance for credit losses, loans and leases / loans and leases held for investment 1.29 % 1.35 % 1.56 % Nonaccrual loans and leases (including nonaccrual troubled debt restructured loans and lease modifications) / loans and leases held for investment 0.22 % 0.63 % 0.60 % Allowance for credit losses, loans and leases / nonaccrual loans and leases 591.66 % 216.57 % 262.03 % The following table provides additional information on the Corporation's nonaccrual loans held for investment: At December 31, (Dollars in thousands) 2022 2021 2020 2019 Total nonaccrual loans and leases, including nonaccrual troubled debt restructured loans and lease modifications $ 13,353 $ 33,210 $ 31,692 $ 38,578 Nonaccrual loans and leases with partial charge-offs 928 1,429 4,227 1,966 Life-to-date partial charge-offs on nonaccrual loans and leases 448 536 2,377 1,320 Specific reserves on individually analyzed loans 2,765 11 585 2,108 34 Table of Contents Table 7—Loan Concentration The following table provides summarized detail related to outstanding commercial loan balances, excluding PPP loans, segmented by industry description as of December 31, 2022: (Dollars in thousands) December 31, 2022 Industry Description Total Outstanding Balance (excl PPP) % of Commercial Loan Portfolio CRE - Retail $ 440,112 8.8 % Animal Production 340,877 6.9 CRE - Office 292,740 5.9 CRE - Multi-family 277,157 5.6 CRE - 1-4 Family Residential Investment 266,423 5.3 Hotels & Motels (Accommodation) 191,735 3.9 CRE - Industrial / Warehouse 174,357 3.5 Nursing and Residential Care Facilities 169,443 3.4 Education 163,310 3.3 Specialty Trade Contractors 153,422 3.1 Homebuilding (tract developers, remodelers) 149,935 3.0 Merchant Wholesalers, Durable Goods 136,707 2.7 Motor Vehicle and Parts Dealers 122,291 2.5 Credit Intermediation and Other Related Activities 114,124 2.3 CRE - Mixed-Use - Residential 109,812 2.2 Crop Production 91,597 1.8 Administrative and Support Services 79,600 1.6 CRE - Mixed-Use - Commercial 77,790 1.6 Religious Organizations, Advocacy Groups 74,980 1.5 Wood Product Manufacturing 74,913 1.5 Rental and Leasing Services 74,158 1.5 Food Manufacturing 73,755 1.5 Food Services and Drinking Places 68,056 1.4 Merchant Wholesalers, Nondurable Goods 63,539 1.3 Personal and Laundry Services 59,796 1.2 Repair and Maintenance 56,870 1.1 Fabricated Metal Product Manufacturing 55,546 1.1 Miniwarehouse / Self-Storage 55,543 1.1 Amusement, Gambling, and Recreation Industries 55,248 1.1 Private Equity & Special Purpose Entities 53,818 1.1 Truck Transportation 50,182 1.0 Industries with >$50 million in outstandings $ 4,167,836 83.8 % Industries with $ 806,965 16.2 % Total Commercial Loans $ 4,974,801 100.0 % Consumer Loans and Lease Financings Total Outstanding Balance Real Estate-Residential Secured for Personal Purpose $ 730,395 Real Estate-Home Equity Secured for Personal Purpose 176,699 Loans to Individuals 27,873 Lease Financings 211,315 Total Consumer Loans and Lease Financings $ 1,146,282 Total $ 6,121,083 35 Table of Contents Table 8—Summary of Loan and Lease Loss Experience The following table presents average loans and leases and loan and lease loss experience for the periods indicated.
Biggest changeAt December 31, (Dollars in thousands) 2023 2022 2021 Nonaccrual loans held for sale $ 8 $ — $ — Nonaccrual loans and leases held for investment 20,519 13,353 33,210 Accruing loans and leases, 90 days or more past due 534 875 498 Total nonperforming loans and leases $ 21,061 $ 14,228 $ 33,708 Other real estate owned 19,032 19,258 279 Total nonperforming assets $ 40,093 $ 33,486 $ 33,987 Loans and leases held for investment $ 6,567,214 $ 6,123,230 $ 5,310,017 Allowance for credit losses, loans and leases 85,387 79,004 71,924 Allowance for credit losses, loans and leases / loans and leases held for investment 1.30 % 1.29 % 1.35 % Nonaccrual loans and leases / loans and leases held for investment 0.31 % 0.22 % 0.63 % Allowance for credit losses, loans and leases / nonaccrual loans and leases 415.97 % 591.66 % 216.57 % The following table provides additional information on the Corporation's nonaccrual loans held for investment: At December 31, (Dollars in thousands) 2023 2022 2021 2020 Nonaccrual loans and leases $ 20,519 $ 13,353 $ 33,210 $ 31,692 Nonaccrual loans and leases with partial charge-offs 814 928 1,429 4,227 Life-to-date partial charge-offs on nonaccrual loans and leases 885 448 536 2,377 Reserves on individually analyzed loans 1,787 2,765 11 585 41 Table of Contents Table 7—Loan Portfolio Overview The following table provides summarized detail related to outstanding commercial loan balances segmented by industry description as of December 31, 2023: (Dollars in thousands) December 31, 2023 Industry Description Total Outstanding Balance % of Commercial Loan Portfolio CRE - Retail $ 469,890 9.0 % Animal Production 361,597 6.9 CRE - Multi-family 320,176 6.2 CRE - Office 299,718 5.8 CRE - 1-4 Family Residential Investment 285,559 5.5 CRE - Industrial / Warehouse 248,611 4.8 Hotels & Motels (Accommodation) 190,639 3.7 Specialty Trade Contractors 164,798 3.2 Education 161,325 3.1 Homebuilding (tract developers, remodelers) 153,239 2.9 Nursing and Residential Care Facilities 150,666 2.9 Motor Vehicle and Parts Dealers 138,581 2.7 Merchant Wholesalers, Durable Goods 118,351 2.3 CRE - Mixed-Use - Residential 110,458 2.1 Crop Production 103,285 2.0 Repair and Maintenance 97,682 1.9 Wood Product Manufacturing 85,292 1.6 Real Estate Lenders, Secondary Market Financing 80,755 1.6 Rental and Leasing Services 79,767 1.5 Fabricated Metal Product Manufacturing 73,545 1.4 CRE - Mixed-Use - Commercial 72,685 1.4 Religious Organizations, Advocacy Groups 72,685 1.4 Personal and Laundry Services 72,117 1.4 Administrative and Support Services 70,754 1.4 Amusement, Gambling, and Recreation Industries 70,686 1.4 Merchant Wholesalers, Nondurable Goods 65,491 1.3 Food Services and Drinking Places 65,143 1.3 Private Equity & Special Purpose Entities (except 52592) 63,447 1.2 Miniwarehouse / Self-Storage 61,964 1.2 Food Manufacturing 59,662 1.1 Truck Transportation 53,306 1.0 Industries with >$50 million in outstandings $ 4,421,874 85.0 % Industries with $ 782,111 15.0 % Total Commercial Loans $ 5,203,985 100.0 % Consumer Loans and Lease Financings Total Outstanding Balance Real Estate-Residential Secured for Personal Purpose $ 909,015 Real Estate-Home Equity Secured for Personal Purpose 179,282 Loans to Individuals 27,749 Lease Financings 247,183 Total Consumer Loans and Lease Financings $ 1,363,229 Total $ 6,567,214 42 Table of Contents Table 8—Summary of Loan and Lease Loss Experience The following table presents average loans and leases and loan and lease loss experience for the periods indicated.
The Corporation seeks to achieve adequate and reliable earnings through business growth while maintaining adequate levels of capital and liquidity and limiting exposure to credit and interest rate risk. 23 Table of Contents Selected Financial Data For the Years Ended December 31, (Dollars in thousands, except per share data) 2022 2021 2020 2019 2018 Earnings Interest income $ 252,193 $ 209,731 $ 203,945 $ 214,093 $ 190,488 Interest expense 33,896 21,348 29,584 44,861 32,426 Net interest income 218,297 188,383 174,361 169,232 158,062 Provision (reversal of provision) for credit losses (1) 12,198 (10,132) 40,794 8,511 20,310 Net interest income after provision for credit losses 206,099 198,515 133,567 160,721 137,752 Noninterest income 77,885 83,224 78,328 65,422 60,173 Noninterest expense 186,774 167,409 154,998 146,090 137,239 Net income before income taxes 97,210 114,330 56,897 80,053 60,686 Income taxes 19,090 22,529 9,981 14,334 10,143 Net income $ 78,120 $ 91,801 $ 46,916 $ 65,719 $ 50,543 Financial Condition at Year End Cash and cash equivalents $ 152,799 $ 890,150 $ 219,858 $ 125,128 $ 109,420 Investment securities, net of allowance for credit losses (2) 507,562 496,989 373,176 441,599 473,306 Net loans and leases held for investment 6,044,226 5,238,093 5,223,797 4,351,505 3,977,210 Assets 7,222,016 7,122,421 6,336,496 5,380,924 4,984,347 Deposits 5,913,526 6,055,124 5,242,715 4,360,075 3,885,933 Borrowings 440,401 213,980 311,421 263,596 429,672 Shareholders' equity 776,500 773,794 692,472 675,122 624,133 Per Common Share Data Average shares outstanding (in thousands) 29,393 29,403 29,244 29,300 29,370 Earnings per share – basic $ 2.66 $ 3.12 $ 1.60 $ 2.24 $ 1.72 Earnings per share – diluted 2.64 3.11 1.60 2.24 1.72 Dividends declared per share 0.83 0.80 0.60 0.80 0.80 Book value (at year-end) 26.53 26.23 23.64 23.01 21.32 Dividends declared to net income 31.2 % 25.6 % 37.4 % 35.7 % 46.5 % Profitability Ratios Return on average assets 1.12 % 1.38 % 0.78 % 1.26 % 1.07 % Return on average equity 10.13 12.50 7.02 10.07 8.26 Average equity to average assets 11.09 11.04 11.12 12.49 12.92 Efficiency ratio 62.4 60.9 60.6 61.4 61.9 Asset Quality Ratios Nonaccrual loans and leases (including nonaccrual, troubled debt restructured loans and lease modifications) to loans and leases held for investment 0.22 % 0.63 % 0.60 % 0.88 % 0.65 % Nonperforming loans and leases to loans and leases held for investment 0.23 0.64 0.62 0.88 0.67 Nonperforming assets to total assets 0.46 0.48 0.64 0.73 0.56 Net charge-offs to average loans and leases outstanding 0.07 — 0.10 0.06 0.33 Allowance for credit losses, loans and leases to total loans and leases held for investment 1.29 1.35 1.56 0.81 0.73 Allowance for credit losses, loans and leases to nonaccrual loans and leases 591.66 216.57 262.03 91.58 112.04 Allowance for credit losses, loans and leases to nonperforming loans and leases 553.37 213.05 250.61 91.12 108.99 (1) The Corporation adopted CECL effective January 1, 2020.
The Corporation seeks to achieve adequate and reliable earnings through business growth while maintaining adequate levels of capital and liquidity and limiting exposure to credit and interest rate risk. 29 Table of Contents Selected Financial Data As of or For the Years Ended December 31, (Dollars in thousands, except per share data) 2023 2022 2021 2020 2019 Earnings Interest income $ 371,730 $ 252,193 $ 209,731 $ 203,945 $ 214,093 Interest expense 151,733 33,896 21,348 29,584 44,861 Net interest income 219,997 218,297 188,383 174,361 169,232 Provision (reversal of provision) for credit losses (1) 10,770 12,198 (10,132) 40,794 8,511 Net interest income after provision for credit losses 209,227 206,099 198,515 133,567 160,721 Noninterest income 76,824 77,885 83,224 78,328 65,422 Noninterest expense 197,362 186,774 167,409 154,998 146,090 Net income before income taxes 88,689 97,210 114,330 56,897 80,053 Income taxes 17,585 19,090 22,529 9,981 14,334 Net income $ 71,104 $ 78,120 $ 91,801 $ 46,916 $ 65,719 Financial Condition at Year End Cash and cash equivalents $ 249,799 $ 152,799 $ 890,150 $ 219,858 $ 125,128 Investment securities, net of allowance for credit losses (2) 500,623 507,562 496,989 373,176 441,599 Net loans and leases held for investment 6,481,827 6,044,226 5,238,093 5,223,797 4,351,505 Assets 7,780,628 7,222,016 7,122,421 6,336,496 5,380,924 Deposits 6,375,781 5,913,526 6,055,124 5,242,715 4,360,075 Borrowings 465,067 440,401 213,980 311,421 263,596 Shareholders' equity 839,208 776,500 773,794 692,472 675,122 Per Common Share Data Average shares outstanding (in thousands) 29,433 29,393 29,403 29,244 29,300 Earnings per share – basic $ 2.42 $ 2.66 $ 3.12 $ 1.60 $ 2.24 Earnings per share – diluted 2.41 2.64 3.11 1.60 2.24 Dividends declared per share 0.84 0.83 0.80 0.60 0.80 Book value (at year-end) 28.44 26.53 26.23 23.64 23.01 Dividends declared to net income 34.8 % 31.2 % 25.6 % 37.4 % 35.7 % Profitability Ratios Return on average assets 0.94 % 1.12 % 1.38 % 0.78 % 1.26 % Return on average equity 8.83 10.13 12.50 7.02 10.07 Average equity to average assets 10.66 11.09 11.04 11.12 12.49 Efficiency ratio 66.0 62.4 60.9 60.6 61.4 Asset Quality Ratios Nonaccrual loans and leases to loans and leases held for investment 0.31 % 0.22 % 0.63 % 0.60 % 0.88 % Nonperforming loans and leases to loans and leases held for investment (3) 0.32 0.23 0.63 0.62 0.88 Nonperforming assets to total assets (3) 0.52 0.46 0.48 0.64 0.73 Net charge-offs to average loans and leases outstanding 0.08 0.07 — 0.10 0.06 Allowance for credit losses, loans and leases to total loans and leases held for investment 1.30 1.29 1.35 1.56 0.81 Allowance for credit losses, loans and leases to nonaccrual loans and leases 415.97 591.66 216.57 262.03 91.58 Allowance for credit losses, loans and leases to nonperforming loans and leases (3) 405.43 555.27 213.37 251.01 91.25 (1) The Corporation adopted CECL effective January 1, 2020.
At December 31, (Dollars in thousands) 2022 2021 2020 U.S. government corporations and agencies $ — $ 6,999 $ 6,998 State and political subdivisions 2,285 2,333 13,537 Residential mortgage-backed securities 418,115 391,089 258,422 Collateralized mortgage obligations 2,322 3,278 5,321 Corporate bonds 82,261 90,291 85,619 Equity securities 2,579 2,999 3,279 Total investment securities $ 507,562 $ 496,989 $ 373,176 Table 4—Investment Securities (Yields) The following table shows the maturity distribution and weighted average yields of investment securities at amortized cost at December 31, 2022.
At December 31, (Dollars in thousands) 2023 2022 2021 U.S. government corporations and agencies $ — $ — $ 6,999 State and political subdivisions 2,301 2,285 2,333 Residential mortgage-backed securities 410,329 418,115 391,089 Collateralized mortgage obligations 2,001 2,322 3,278 Corporate bonds 82,699 82,261 90,291 Equity securities 3,293 2,579 2,999 Total investment securities $ 500,623 $ 507,562 $ 496,989 Table 4—Investment Securities (Yields) The following table shows the maturity distribution and weighted average yields of investment securities at amortized cost at December 31, 2023.
Table 10—Deposits The following table summarizes the average amount of deposits for the periods indicated: For the Years Ended December 31, (Dollars in thousands) 2022 2021 2020 Noninterest-bearing deposits $ 2,068,086 $ 1,891,330 $ 1,599,333 Interest-bearing checking deposits 884,656 850,713 692,049 Money market savings 1,389,226 1,366,762 1,113,039 Regular savings 1,056,019 983,752 874,366 Time deposits 443,845 498,638 572,103 Total average deposits $ 5,841,832 $ 5,591,195 $ 4,850,890 At December 31, 2022 and 2021, the Corporation had $3.3 billion and $3.4 billion, respectively, in uninsured deposits in excess of the FDIC insurance limit of $250,000.
Table 10—Deposits The following table summarizes the average amount of deposits for the periods indicated: For the Years Ended December 31, (Dollars in thousands) 2023 2022 2021 Noninterest-bearing deposits $ 1,646,286 $ 2,068,086 $ 1,891,330 Interest-bearing checking deposits 1,034,327 884,656 850,713 Money market savings 1,611,169 1,389,226 1,366,762 Regular savings 871,332 1,056,019 983,752 Time deposits 931,944 443,845 498,638 Total average deposits $ 6,095,058 $ 5,841,832 $ 5,591,195 44 Table of Contents At December 31, 2023 and 2022, the Corporation had $3.0 billion and $3.3 billion, respectively, in uninsured deposits in excess of the FDIC insurance limit of $250,000.
At December 31, 2022 2021 (Dollars in thousands) ACL % of ACL to Total ACL % of Loans to Total Loans ACL % of ACL to Total ACL % of Loans to Total Loans Commercial, financial and agricultural $ 16,916 21.4 % 17.7 % $ 13,536 18.8 % 18.0 % Paycheck Protection Program 4 — — 2 — 0.6 Real estate-commercial 41,673 52.7 49.5 41,095 57.1 51.2 Real estate-construction 4,952 6.3 6.2 4,575 6.4 5.3 Real estate-residential secured for business purpose 7,054 8.9 7.8 6,482 9.0 7.7 Real estate-residential secured for personal purpose 3,685 4.7 11.9 2,403 3.3 10.2 Real estate-home equity secured for personal purpose 1,287 1.6 2.9 1,028 1.4 3.0 Loans to individuals 351 0.4 0.5 363 0.5 0.5 Lease financings 3,082 3.9 3.5 2,290 3.2 3.5 Unallocated — — N/A 150 0.2 N/A Total $ 79,004 100.0 % 100.0 % $ 71,924 100.0 % 100.0 % At December 31, 2022, the allowance for credit losses on individually analyzed loans was $2.8 million, or 20.7% of the balance of individually analyzed loans of $13.4 million.
At December 31, 2023 2022 (Dollars in thousands) ACL % of ACL to Total ACL % of Loans to Total Loans ACL % of ACL to Total ACL % of Loans to Total Loans Commercial, financial and agricultural $ 13,699 16.0 % 15.1 % $ 16,920 21.4 % 17.7 % Real estate-commercial 45,849 53.7 50.3 41,673 52.7 49.5 Real estate-construction 6,543 7.7 6.0 4,952 6.3 6.2 Real estate-residential secured for business purpose 8,692 10.2 7.9 7,054 8.9 7.8 Real estate-residential secured for personal purpose 6,349 7.4 13.8 3,685 4.7 11.9 Real estate-home equity secured for personal purpose 1,289 1.5 2.7 1,287 1.6 2.9 Loans to individuals 392 0.5 0.4 351 0.4 0.5 Lease financings 2,574 3.0 3.8 3,082 3.9 3.5 Unallocated — — N/A — — N/A Total $ 85,387 100.0 % 100.0 % $ 79,004 100.0 % 100.0 % At December 31, 2023, the allowance for credit losses on individually analyzed loans was $1.8 million, or 8.6% of the balance of individually analyzed loans of $20.7 million.
December 31, (Dollars in thousands) 2022 2021 2020 Allowance for credit losses, loans and leases $ 79,004 $ 71,924 $ 83,044 Loans and leases held for investment 6,123,230 5,310,017 5,306,841 Allowance for credit losses, loans and leases / loans and leases held for investment 1.29 % 1.35 % 1.56 % Noninterest Income The following table presents noninterest income for the years ended December 31, 2022, 2021 and 2020: For the Years Ended December 31, $ Change % Change (Dollars in thousands) 2022 2021 2020 2022 to 2021 2021 to 2020 2022 to 2021 2021 to 2020 Trust fee income $ 7,743 $ 8,403 $ 7,703 $ (660) $ 700 (7.9) % 9.1 % Service charges on deposit accounts 6,175 5,504 4,845 671 659 12.2 13.6 Investment advisory commission and fee income 19,748 18,936 15,944 812 2,992 4.3 18.8 Insurance commission and fee income 19,065 16,357 16,087 2,708 270 16.6 1.7 Other service fee income 12,425 10,275 7,543 2,150 2,732 20.9 36.2 Bank owned life insurance income 3,787 3,981 2,940 (194) 1,041 (4.9) 35.4 Net gain on sales of investment securities 30 145 871 (115) (726) (79.3) (83.4) Net gain on mortgage banking activities 4,412 15,141 16,442 (10,729) (1,301) (70.9) (7.9) Other income 4,500 4,482 5,953 18 (1,471) 0.4 (24.7) Total noninterest income $ 77,885 $ 83,224 $ 78,328 $ (5,339) $ 4,896 (6.4) % 6.3 % 2022 versus 2021 Noninterest income for the year ended December 31, 2022 was $77.9 million, a decrease of $5.3 millions, or 6.4%, compared to 2021.
At December 31, (Dollars in thousands) 2023 2022 2021 Allowance for credit losses, loans and leases $ 85,387 $ 79,004 $ 71,924 Loans and leases held for investment 6,567,214 6,123,230 5,310,017 Allowance for credit losses, loans and leases / loans and leases held for investment 1.30 % 1.29 % 1.35 % Noninterest Income The following table presents noninterest income for the years ended December 31, 2023, 2022 and 2021: For the Years Ended December 31, $ Change % Change (Dollars in thousands) 2023 2022 2021 2023 to 2022 2022 to 2021 2023 to 2022 2022 to 2021 Trust fee income $ 7,732 $ 7,743 $ 8,403 $ (11) $ (660) (0.1) % (7.9) % Service charges on deposit accounts 7,048 6,175 5,504 873 671 14.1 12.2 Investment advisory commission and fee income 18,864 19,748 18,936 (884) 812 (4.5) 4.3 Insurance commission and fee income 21,043 19,065 16,357 1,978 2,708 10.4 16.6 Other service fee income 12,381 12,425 10,275 (44) 2,150 (0.4) 20.9 Bank owned life insurance income 3,185 3,787 3,981 (602) (194) (15.9) (4.9) Net gain on sales of investment securities — 30 145 (30) (115) N/M (79.3) Net gain on mortgage banking activities 3,689 4,412 15,141 (723) (10,729) (16.4) (70.9) Other income 2,882 4,500 4,482 (1,618) 18 (36.0) 0.4 Total noninterest income $ 76,824 $ 77,885 $ 83,224 $ (1,061) $ (5,339) (1.4) % (6.4) % 2023 versus 2022 Noninterest income for the year ended December 31, 2023 was $76.8 million, a decrease of $1.1 million, or 1.4%, compared to 2022.
Noninterest Expense The following table presents noninterest expense for the years ended December 31, 2022, 2021 and 2020: For the Years Ended December 31, $ Change % Change (Dollars in thousands) 2022 2021 2020 2022 to 2021 2021 to 2020 2022 to 2021 2021 to 2020 Salaries, benefits and commissions $ 115,806 $ 104,191 $ 93,208 $ 11,615 $ 10,983 11.1 % 11.8 % Net occupancy 10,193 10,397 10,358 (204) 39 (2.0) 0.4 Equipment 3,904 3,899 3,841 5 58 0.1 1.5 Data processing 15,215 12,743 11,333 2,472 1,410 19.4 12.4 Professional fees 9,332 7,687 5,338 1,645 2,349 21.4 44.0 Marketing and advertising 2,462 2,063 1,975 399 88 19.3 4.5 Deposit insurance premiums 3,075 2,712 2,591 363 121 13.4 4.7 Intangible expenses 1,293 979 1,216 314 (237) 32.1 (19.5) Restructuring charges 184 — 1,439 184 (1,439) N/M N/M Other expense 25,310 22,738 23,699 2,572 (961) 11.3 (4.1) Total noninterest expense $ 186,774 $ 167,409 $ 154,998 $ 19,365 $ 12,411 11.6 % 8.0 % 2022 versus 2021 Noninterest expense for the year ended December 31, 2022 was $186.8 million, an increase of $19.4 million, or 11.6%, compared to 2021.
Noninterest Expense The following table presents noninterest expense for the years ended December 31, 2023, 2022 and 2021: For the Years Ended December 31, $ Change % Change (Dollars in thousands) 2023 2022 2021 2023 to 2022 2022 to 2021 2023 to 2022 2022 to 2021 Salaries, benefits and commissions $ 120,188 $ 115,806 $ 104,191 $ 4,382 $ 11,615 3.8 % 11.1 % Net occupancy 10,686 10,193 10,397 493 (204) 4.8 (2.0) Equipment 4,132 3,904 3,899 228 5 5.8 0.1 Data processing 16,799 15,215 12,743 1,584 2,472 10.4 19.4 Professional fees 7,141 9,332 7,687 (2,191) 1,645 (23.5) 21.4 Marketing and advertising 2,180 2,462 2,063 (282) 399 (11.5) 19.3 Deposit insurance premiums 4,825 3,075 2,712 1,750 363 56.9 13.4 Intangible expenses 938 1,293 979 (355) 314 (27.5) 32.1 Restructuring charges 1,519 184 — 1,335 184 725.5 N/M Other expense 28,954 25,310 22,738 3,644 2,572 14.4 11.3 Total noninterest expense $ 197,362 $ 186,774 $ 167,409 $ 10,588 $ 19,365 5.7 % 11.6 % 2023 versus 2022 Noninterest expense for the year ended December 31, 2023 was $197.4 million, an increase of $10.6 million, or 5.7%, compared to 2022.
The net interest margin decrease was attributable to increased levels of excess liquidity in 2021 driven by strong deposit growth, primarily due to the various pandemic-related stimulus initiatives offset by the favorable impact of fully forgiven PPP loans. 26 Table of Contents Table 1—Average Balances and Interest Rates—Tax-Equivalent Basis For the Years Ended December 31, 2022 2021 2020 (Dollars in thousands) Average Balance Income/ Expense Average Rate Average Balance Income/ Expense Average Rate Average Balance Income/ Expense Average Rate Assets: Interest-earning deposits with other banks $ 325,875 $ 1,920 0.59 % $ 476,351 $ 661 0.14 % $ 274,372 $ 574 0.21 % U.S. government obligations 1,929 40 2.07 6,999 144 2.06 7,132 145 2.03 Obligations of states and political subdivisions* 2,302 71 3.08 5,702 206 3.61 23,065 825 3.58 Other debt and equity securities 510,961 11,392 2.23 393,762 5,992 1.52 371,814 7,697 2.07 Federal Home Loan Bank, Federal Reserve Bank and other stock 27,784 1,627 5.86 26,844 1,417 5.28 29,726 1,746 5.87 Total interest-earning deposits, investments and other interest-earning assets 868,851 15,050 1.73 909,658 8,420 0.93 706,109 10,987 1.56 Commercial, financial and agricultural loans 955,816 43,064 4.51 840,133 28,142 3.35 817,489 30,657 3.75 Paycheck Protection Program loans 7,939 797 10.04 281,484 15,032 5.34 342,920 8,072 2.35 Real estate—commercial and construction loans 3,060,689 127,906 4.18 2,734,259 101,692 3.72 2,312,996 94,962 4.11 Real estate—residential loans 1,219,275 47,472 3.89 1,077,952 40,045 3.71 1,007,915 42,047 4.17 Loans to individuals 26,642 1,325 4.97 26,062 1,018 3.91 28,792 1,332 4.63 Municipal loans and leases* 236,858 9,703 4.10 247,396 10,147 4.10 283,495 11,857 4.18 Lease financings 144,046 8,791 6.10 115,189 7,363 6.39 95,194 6,498 6.83 Gross loans and leases 5,651,265 239,058 4.23 5,322,475 203,439 3.82 4,888,801 195,425 4.00 Total interest-earning assets 6,520,116 254,108 3.90 6,232,133 211,859 3.40 5,594,910 206,412 3.69 Cash and due from banks 57,196 55,724 52,000 Allowance for credit losses, loans and leases (72,069) (74,943) (73,459) Premises and equipment, net 51,362 55,875 55,888 Operating lease right-of-use asset 30,443 32,758 34,277 Other assets 369,244 353,896 343,261 Total assets $ 6,956,292 $ 6,655,443 $ 6,006,877 Liabilities: Interest-bearing checking deposits $ 884,656 $ 5,010 0.57 % $ 850,713 $ 2,007 0.24 % $ 692,049 $ 2,173 0.31 % Money market savings 1,389,226 13,835 1.00 1,366,762 3,574 0.26 1,113,039 5,551 0.50 Regular savings 1,056,019 1,269 0.12 983,752 1,114 0.11 874,366 2,057 0.24 Time deposits 443,845 5,308 1.20 498,638 6,178 1.24 572,103 9,835 1.72 Total time and interest-bearing deposits 3,773,746 25,422 0.67 3,699,865 12,873 0.35 3,251,557 19,616 0.60 Short-term borrowings 60,468 1,389 2.30 16,552 8 0.05 86,658 327 0.38 Long-term debt 95,000 1,287 1.35 96,562 1,318 1.36 189,410 2,879 1.52 Subordinated notes 105,356 5,798 5.50 137,896 7,149 5.18 134,949 6,762 5.01 Total borrowings 260,824 8,474 3.25 251,010 8,475 3.38 411,017 9,968 2.43 Total interest-bearing liabilities 4,034,570 33,896 0.84 3,950,875 21,348 0.54 3,662,574 29,584 0.81 Noninterest-bearing deposits 2,068,086 1,891,330 1,599,333 Operating lease liabilities 33,508 36,001 37,557 Accrued expenses and other liabilities 48,629 42,781 39,212 Total liabilities 6,184,793 5,920,987 5,338,676 Shareholders' Equity: Common stock 157,784 157,784 157,784 Additional paid-in capital 299,121 297,189 296,023 Retained earnings and other equity 314,594 279,483 214,394 Total shareholders' equity 771,499 734,456 668,201 Total liabilities and shareholders' equity $ 6,956,292 $ 6,655,443 $ 6,006,877 Net interest income $ 220,212 $ 190,511 $ 176,828 Net interest spread 3.06 2.86 2.88 Effect of net interest-free funding sources 0.32 0.20 0.28 Net interest margin 3.38 % 3.06 % 3.16 % Ratio of average interest-earning assets to average interest-bearing liabilities 161.61 % 157.74 % 152.76 % *Obligations of states and political subdivisions and municipal loans and leases are tax-exempt earning assets.
The net interest margin increase was attributable to loan growth, the rapid increase in interest rates and the asset sensitivity of the Corporation's balance sheet, offset by an increase in cost of funds. 32 Table of Contents Table 1—Average Balances and Interest Rates—Tax-Equivalent Basis For the Years Ended December 31, 2023 2022 2021 (Dollars in thousands) Average Balance Income/ Expense Average Rate Average Balance Income/ Expense Average Rate Average Balance Income/ Expense Average Rate Assets: Interest-earning deposits with other banks $ 130,309 $ 6,660 5.11 % $ 325,875 $ 1,920 0.59 % $ 476,351 $ 661 0.14 % U.S. government obligations — — — 1,929 40 2.07 6,999 144 2.06 Obligations of states and political subdivisions* 2,282 62 2.72 2,302 71 3.08 5,702 206 3.61 Other debt and equity securities 505,343 14,225 2.81 510,961 11,392 2.23 393,762 5,992 1.52 Federal Home Loan Bank, Federal Reserve Bank and other stock 40,092 2,869 7.16 27,784 1,627 5.86 26,844 1,417 5.28 Total interest-earning deposits, investments and other interest-earning assets 678,026 23,816 3.51 868,851 15,050 1.73 909,658 8,420 0.93 Commercial, financial and agricultural loans 991,505 67,487 6.81 963,755 43,861 4.55 1,121,617 43,174 3.85 Real estate—commercial and construction loans 3,483,576 188,644 5.42 3,060,689 127,906 4.18 2,734,259 101,692 3.72 Real estate—residential loans 1,505,799 70,349 4.67 1,219,275 47,472 3.89 1,077,952 40,045 3.71 Loans to individuals 27,063 2,011 7.43 26,642 1,325 4.97 26,062 1,018 3.91 Municipal loans and leases* 232,501 9,597 4.13 236,858 9,703 4.10 247,396 10,147 4.10 Lease financings 178,220 11,025 6.19 144,046 8,791 6.10 115,189 7,363 6.39 Gross loans and leases 6,418,664 349,113 5.44 5,651,265 239,058 4.23 5,322,475 203,439 3.82 Total interest-earning assets 7,096,690 372,929 5.25 6,520,116 254,108 3.90 6,232,133 211,859 3.40 Cash and due from banks 58,593 57,196 55,724 Allowance for credit losses, loans and leases (82,474) (72,069) (74,943) Premises and equipment, net 51,921 51,362 55,875 Operating lease right-of-use asset 31,351 30,443 32,758 Other assets 400,977 369,244 353,896 Total assets $ 7,557,058 $ 6,956,292 $ 6,655,443 Liabilities: Interest-bearing checking deposits $ 1,034,327 $ 23,668 2.29 % $ 884,656 $ 5,010 0.57 % $ 850,713 $ 2,007 0.24 % Money market savings 1,611,169 64,153 3.98 1,389,226 13,835 1.00 1,366,762 3,574 0.26 Regular savings 871,332 3,249 0.37 1,056,019 1,269 0.12 983,752 1,114 0.11 Time deposits 931,944 34,979 3.75 443,845 5,308 1.20 498,638 6,178 1.24 Total time and interest-bearing deposits 4,448,772 126,049 2.83 3,773,746 25,422 0.67 3,699,865 12,873 0.35 Short-term borrowings 148,776 7,095 4.77 60,468 1,389 2.30 16,552 8 0.05 Long-term debt 263,877 9,464 3.59 95,000 1,287 1.35 96,562 1,318 1.36 Subordinated notes 148,507 9,125 6.14 105,356 5,798 5.50 137,896 7,149 5.18 Total borrowings 561,160 25,684 4.58 260,824 8,474 3.25 251,010 8,475 3.38 Total interest-bearing liabilities 5,009,932 151,733 3.03 4,034,570 33,896 0.84 3,950,875 21,348 0.54 Noninterest-bearing deposits 1,646,286 2,068,086 1,891,330 Operating lease liabilities 34,474 33,508 36,001 Accrued expenses and other liabilities 60,699 48,629 42,781 Total liabilities 6,751,391 6,184,793 1,970,112 Total interest-bearing liabilities and noninterest-bearing deposits ("Cost of Funds") 6,656,218 2.28 6,102,656 0.56 5,842,205 0.37 Shareholders' Equity: Common stock 157,784 157,784 157,784 Additional paid-in capital 299,804 299,121 297,189 Retained earnings and other equity 348,079 314,594 279,483 Total shareholders' equity 805,667 771,499 734,456 Total liabilities and shareholders' equity $ 7,557,058 $ 6,956,292 $ 6,655,443 Net interest income $ 221,196 $ 220,212 $ 190,511 Net interest spread 2.22 3.06 2.86 Effect of net interest-free funding sources 0.90 0.32 0.20 Net interest margin 3.12 % 3.38 % 3.06 % Ratio of average interest-earning assets to average interest-bearing liabilities 141.65 % 161.61 % 157.74 % *Obligations of states and political subdivisions and municipal loans and leases are tax-exempt earning assets.
For the Years Ended December 31, 2022 2021 2020 (Dollars in thousands) Average Loans Net Charge-offs (Recoveries) Net Charge-offs (Recoveries) to Average Loans Average Loans Net Charge-offs (Recoveries) Net Charge-offs (Recoveries) to Average Loans Average Loans Net Charge-offs (Recoveries) Net Charge-offs (Recoveries) to Average Loans Commercial, financial and agricultural $ 1,026,167 $ 323 0.03 % $ 909,682 $ 16 — % $ 906,823 $ 1,139 0.13 % Paycheck Protection Program 7,939 — — 281,484 — — 342,920 — — Real estate-commercial 2,863,580 3,276 0.11 2,589,585 (204) (0.01) 2,210,610 2,818 0.13 Real estate-construction 312,024 — — 264,951 — — 230,764 — — Real estate-residential secured for business purpose 427,849 (55) (0.01) 399,926 147 0.04 377,192 113 0.03 Real estate-residential secured for personal purpose 626,102 — — 521,240 — — 464,967 181 0.04 Real estate-home equity secured for personal purpose 168,289 (38) (0.02) 160,176 (64) (0.04) 172,905 (15) (0.01) Loans to individuals 26,642 179 0.67 26,048 135 0.52 28,792 187 0.65 Lease financings 192,673 210 0.11 169,383 183 0.11 153,828 225 0.15 Total $ 5,651,265 $ 3,895 0.07 % $ 5,322,475 $ 213 — % $ 4,888,801 $ 4,648 0.10 % During the year ended December 31, 2022, the Corporation recorded charge-offs of $3.3 million related to two commercial real estate loans totaling $5.8 million.
For the Years Ended December 31, 2023 2022 2021 (Dollars in thousands) Average Loans Net Charge-offs (Recoveries) Net Charge-offs (Recoveries) to Average Loans Average Loans Net Charge-offs (Recoveries) Net Charge-offs (Recoveries) to Average Loans Average Loans Net Charge-offs (Recoveries) Net Charge-offs (Recoveries) to Average Loans Commercial, financial and agricultural $ 1,056,025 $ 4,510 0.43 % $ 1,034,106 $ 323 0.03 % $ 1,191,166 $ 16 — % Real estate-commercial 3,182,965 37 — 2,863,580 3,276 0.11 2,589,585 (204) (0.01) Real estate-construction 414,567 206 0.05 312,024 — — 264,951 — — Real estate-residential secured for business purpose 505,240 (135) (0.03) 427,849 (55) (0.01) 399,926 147 0.04 Real estate-residential secured for personal purpose 826,943 — — 626,102 — — 521,240 — — Real estate-home equity secured for personal purpose 175,395 2 — 168,289 (38) (0.02) 160,176 (64) (0.04) Loans to individuals 27,063 426 1.57 26,642 179 0.67 26,048 135 0.52 Lease financings 230,466 351 0.15 192,673 210 0.11 169,383 183 0.11 Total $ 6,418,664 $ 5,397 0.08 % $ 5,651,265 $ 3,895 0.07 % $ 5,322,475 $ 213 — % During the year ended December 31, 2023, the Corporation recorded charge-offs of $2.4 million related to two nonaccrual commercial loans to one borrower totaling $5.9 million.
SHAREHOLDERS' EQUITY The following table presents total shareholders' equity at the dates indicated: At December 31, (Dollars in thousands) 2022 2021 $ Change % Change Common stock $ 157,784 $ 157,784 $ — — % Additional paid-in capital 300,808 299,181 1,627 0.5 Retained earnings 428,637 375,124 53,513 14.3 Accumulated other comprehensive (loss) income (62,104) (16,353) (45,751) 279.8 Treasury stock (48,625) (41,942) (6,683) 15.9 Total shareholders' equity $ 776,500 $ 773,794 $ 2,706 0.3 % The increase in shareholders' equity at December 31, 2022 of $2.7 million from December 31, 2021 was primarily related to an increase in retained earnings of $53.5 million.
SHAREHOLDERS' EQUITY The following table presents total shareholders' equity at the dates indicated: At December 31, (Dollars in thousands) 2023 2022 $ Change % Change Common stock $ 157,784 $ 157,784 $ — — % Additional paid-in capital 301,066 300,808 258 0.1 Retained earnings 474,691 428,637 46,054 10.7 Accumulated other comprehensive loss (50,646) (62,104) 11,458 (18.4) Treasury stock (43,687) (48,625) 4,938 (10.2) Total shareholders' equity $ 839,208 $ 776,500 $ 62,708 8.1 % The increase in shareholders' equity at December 31, 2023 of $62.7 million from December 31, 2022 was primarily related to an increase in retained earnings of $46.1 million.