Biggest changeInterest expense includes the effect of interest rate swaps, if applicable. 2022 2021 2020 Average Balance Revenue/ Expense Yield/ Rate Average Balance Revenue/ Expense Yield/ Rate Average Balance Revenue/ Expense Yield/ Rate Assets Interest-earning assets: Loans: (1) (2) Commercial $ 487,151 $ 22,742 4.67 % $ 525,228 $ 23,365 4.45 % $ 566,593 $ 22,328 3.94 % Real estate (3) 2,061,777 84,523 4.10 % 1,796,118 72,579 4.04 % 1,574,339 68,444 4.35 % Consumer and other 5,748 282 4.91 % 4,193 182 4.34 % 6,222 272 4.36 % Total loans 2,554,676 107,547 4.21 % 2,325,539 96,126 4.13 % 2,147,154 91,044 4.24 % Securities: Taxable 592,186 12,524 2.11 % 450,910 8,542 1.89 % 322,695 7,818 2.42 % Tax-exempt (3) 155,803 4,197 2.69 % 141,816 3,522 2.48 % 55,589 1,774 3.19 % Total securities 747,989 16,721 2.24 % 592,726 12,064 2.04 % 378,284 9,592 2.54 % Interest-bearing deposits 58,426 203 0.35 % 233,873 292 0.12 % 88,904 304 0.34 % Total interest-earning assets (3) 3,361,091 124,471 3.70 % 3,152,138 108,482 3.44 % 2,614,342 100,940 3.86 % Noninterest-earning assets: Cash and due from banks 23,842 41,141 53,874 Premises and equipment, net 43,299 31,291 28,957 Other, less allowance for loan losses 80,553 46,612 42,610 Total noninterest-earning assets 147,694 119,044 125,441 Total assets $ 3,508,785 $ 3,271,182 $ 2,739,783 Liabilities and Stockholders’ Equity Interest-bearing liabilities: Deposits: Interest-bearing demand $ 505,889 2,458 0.49 % $ 477,988 769 0.16 % $ 371,153 747 0.20 % Savings and money market 1,452,034 15,814 1.09 % 1,413,878 5,641 0.40 % 1,128,631 7,008 0.62 % Time 291,732 4,357 1.49 % 208,164 1,538 0.74 % 215,224 3,501 1.63 % Total deposits 2,249,655 22,629 1.01 % 2,100,030 7,948 0.38 % 1,715,008 11,256 0.66 % Borrowed funds: Federal funds purchased and other short-term borrowings 62,901 1,764 2.80 % 4,620 5 0.11 % 4,397 23 0.52 % Subordinated notes, net 52,873 2,867 5.42 % 20,458 1,008 4.93 % 20,445 1,016 4.97 % Federal Home Loan Bank advances 128,863 2,669 2.07 % 140,274 2,944 2.10 % 178,191 4,705 2.64 % Long-term debt 51,489 1,680 3.26 % 20,995 316 1.51 % 24,912 400 1.61 % Total borrowed funds 296,126 8,980 3.03 % 186,347 4,273 2.29 % 227,945 6,144 2.70 % Total interest-bearing liabilities 2,545,781 31,609 1.24 % 2,286,377 12,221 0.53 % 1,942,953 17,400 0.90 % Noninterest-bearing liabilities: Demand deposits 708,667 709,009 544,211 Other liabilities 30,284 31,783 41,399 Stockholders’ equity 224,053 244,013 211,220 Total liabilities and stockholders’ equity $ 3,508,785 $ 3,271,182 $ 2,739,783 Net interest income (4) /net interest spread (3) $ 92,862 2.46 % $ 96,261 2.91 % $ 83,540 2.96 % Net interest margin (3) (4) 2.76 % 3.05 % 3.20 % (1) Average loan balances include nonaccrual loans.
Biggest changeInterest expense includes the effect of interest rate swaps, if applicable. 2023 2022 2021 Average Balance Revenue/ Expense Yield/ Rate Average Balance Revenue/ Expense Yield/ Rate Average Balance Revenue/ Expense Yield/ Rate Assets Interest-earning assets: Loans: (1) (2) Commercial $ 520,116 $ 32,067 6.17 % $ 487,151 $ 22,742 4.67 % $ 525,228 $ 23,365 4.45 % Real estate (3) 2,270,662 110,431 4.86 % 2,061,777 84,523 4.10 % 1,796,118 72,579 4.04 % Consumer and other 9,478 665 7.02 % 5,748 282 4.91 % 4,193 182 4.34 % Total loans 2,800,256 143,163 5.11 % 2,554,676 107,547 4.21 % 2,325,539 96,126 4.13 % Securities: Taxable 516,118 13,696 2.65 % 592,186 12,524 2.11 % 450,910 8,542 1.89 % Tax-exempt (3) 146,734 3,768 2.57 % 155,803 4,197 2.69 % 141,816 3,522 2.48 % Total securities 662,852 17,464 2.63 % 747,989 16,721 2.24 % 592,726 12,064 2.04 % Interest-bearing deposits 2,856 169 5.94 % 58,426 203 0.35 % 233,873 292 0.12 % Total interest-earning assets (3) 3,465,964 160,796 4.64 % 3,361,091 124,471 3.70 % 3,152,138 108,482 3.44 % Noninterest-earning assets: Cash and due from banks 23,139 23,842 41,141 Premises and equipment, net 67,281 43,299 31,291 Other, less allowance for credit losses 106,194 80,553 46,612 Total noninterest-earning assets 196,614 147,694 119,044 Total assets $ 3,662,578 $ 3,508,785 $ 3,271,182 Liabilities and Stockholders’ Equity Interest-bearing liabilities: Deposits: Interest-bearing demand $ 467,174 6,984 1.49 % $ 505,889 2,458 0.49 % $ 477,988 769 0.16 % Savings and money market 1,357,675 43,569 3.21 % 1,452,034 15,814 1.09 % 1,413,878 5,641 0.40 % Time 424,320 16,243 3.83 % 291,732 4,357 1.49 % 208,164 1,538 0.74 % Total deposits 2,249,169 66,796 2.97 % 2,249,655 22,629 1.01 % 2,100,030 7,948 0.38 % Borrowed funds: Federal funds purchased and other short-term borrowings 194,802 9,532 4.89 % 62,901 1,764 2.80 % 4,620 5 0.11 % Subordinated notes, net 79,501 4,442 5.59 % 52,873 2,867 5.42 % 20,458 1,008 4.93 % Federal Home Loan Bank advances 265,644 7,694 2.90 % 128,863 2,669 2.07 % 140,274 2,944 2.10 % Long-term debt 49,938 2,810 5.63 % 51,489 1,680 3.26 % 20,995 316 1.51 % Total borrowed funds 589,885 24,478 4.15 % 296,126 8,980 3.03 % 186,347 4,273 2.29 % Total interest-bearing liabilities 2,839,054 91,274 3.21 % 2,545,781 31,609 1.24 % 2,286,377 12,221 0.53 % Noninterest-bearing liabilities: Demand deposits 586,903 708,667 709,009 Other liabilities 25,218 30,284 31,783 Stockholders’ equity 211,403 224,053 244,013 Total liabilities and stockholders’ equity $ 3,662,578 $ 3,508,785 $ 3,271,182 Net interest income (4) /net interest spread (3) $ 69,522 1.43 % $ 92,862 2.46 % $ 96,261 2.91 % Net interest margin (3) (4) 2.01 % 2.76 % 3.05 % (1) Average loan balances include nonaccrual loans.
Other sources include loan principal repayments, proceeds from the maturity and sale of investment securities, principal payments on amortizing securities, federal funds purchased, advances from the FHLB, other wholesale funding and funds provided by operations. Liquidity management is conducted on both a daily and a long-term basis.
Other sources include loan principal repayments, proceeds from the maturity and sale of securities, principal payments on amortizing securities, federal funds purchased, advances from the FHLB, other wholesale funding and funds provided by operations. Liquidity management is conducted on both a daily and a long-term basis.
For further information, refer to the section “Non-GAAP Financial Measures” of this Item. 38 Table of Contents (dollars in thousands, except per share amounts) Net Interest Income The Company’s largest component of net income is net interest income, which is the difference between interest earned on interest-earning assets, consisting primarily of loans and securities, and interest paid on interest-bearing liabilities, consisting of deposits and borrowings.
For further information, refer to the section “Non-GAAP Financial Measures” of this Item. 40 Table of Contents (dollars in thousands, except per share amounts) Net Interest Income The Company’s largest component of net income is net interest income, which is the difference between interest earned on interest-earning assets, consisting primarily of loans and securities, and interest paid on interest-bearing liabilities, consisting of deposits and borrowings.
The effective tax rate for both 2022 and 2021 was also impacted by federal income tax credits, including low income housing tax credits and a new markets tax credit from West Bank’s investment in a qualified community development entity, of approximately $1,468 and $1,368, respectively.
The effective tax rate for both 2023 and 2022 was also impacted by federal income tax credits, including low income housing tax credits and a new markets tax credit from West Bank’s investment in a qualified community development entity, of approximately $1,498 and $1,468, respectively.
For further information, refer to the section “Non-GAAP Financial Measures” of this Item. 39 Table of Contents (dollars in thousands, except per share amounts) Tax-equivalent interest income and fees on loans increased $11,421 for the year ended December 31, 2022, compared to 2021.
For further information, refer to the section “Non-GAAP Financial Measures” of this Item. 41 Table of Contents (dollars in thousands, except per share amounts) Tax-equivalent interest income and fees on loans increased $35,616 for the year ended December 31, 2023, compared to 2022.
The peer group for 2022 consists of 19 Midwestern, publicly traded financial institutions including Bank First Corporation, Civista Bancshares, Inc., CrossFirst Bankshares, Inc., Equity Bancshares, Inc., Farmers National Banc Corp., Farmers & Merchants Bancorp., First Business Financial Services, Inc., First Financial Corp., First Mid Bancshares, Inc., German American Bancorp, Inc., Hills Bancorporation, Isabella Bank Corporation, LCNB Corp., Macatawa Bank Corporation, Mercantile Bank Corporation, MidWestOne Financial Group, Inc., Nicolet Bankshares, Inc., Peoples Bancorp, Inc., and Southern Missouri Bancorp, Inc.
The peer group for 2023 consists of 22 Midwestern, publicly traded financial institutions including Bank First Corporation, Bridgewater Bancshares, Inc., ChoiceOne Financial Services, Inc., Civista Bancshares, Inc., CrossFirst Bankshares, Inc., Equity Bancshares, Inc., Farmers National Banc Corp., Farmers & Merchants Bancorp., First Business Financial Services, Inc., First Financial Corp., First Mid Bancshares, Inc., German American Bancorp, Inc., HBT Financial, Inc., Hills Bancorporation, Isabella Bank Corporation, LCNB Corp., Macatawa Bank Corporation, Mercantile Bank Corporation, MidWest One Financial Group, Inc., Nicolet Bankshares, Inc., Peoples Bancorp, Inc., and Southern Missouri Bancorp, Inc.
The dividend declared and paid in the first quarter of 2023 was $0.25 per common share. Total assets were $3,613,218 at December 31, 2022, compared to $3,500,201 at December 31, 2021, a 3.2 percent increase. Our loan portfolio grew to $2,742,836 as of December 31, 2022, from $2,456,196 as of December 31, 2021.
The dividend declared and paid in the first quarter of 2024 was $0.25 per common share. Total assets were $3,825,758 at December 31, 2023, compared to $3,613,218 at December 31, 2022, a 5.9 percent increase. Our loan portfolio grew to $2,927,535 as of December 31, 2023, from $2,742,836 as of December 31, 2022.
(1) A lower ratio is better. (2) As presented, this is a non-GAAP financial measure. For further information, refer to the section "Non-GAAP Financial Measures" of this item. (3) As of December 31. 31 Table of Contents (dollars in thousands, except per share amounts) The Company’s 2022 net income was $46,399, compared to $49,607 in 2021.
(1) A lower ratio is more desirable. (2) As presented, this is a non-GAAP financial measure. For further information, refer to the section "Non-GAAP Financial Measures" of this item. 33 Table of Contents (dollars in thousands, except per share amounts) The Company’s 2023 net income was $24,137, compared to $46,399 in 2022.
Management places a strong emphasis on monitoring the composition of the Company’s commercial real estate loan portfolio. The Company has an established lending policy which includes a number of underwriting factors to be considered in making a commercial real estate loan, including, but not limited to, location, loan-to-value ratio (LTV), cash flow, collateral and the credit history of the borrower.
The Company has an established lending policy which includes a number of underwriting factors to be considered in making a commercial real estate loan, including, but not limited to, location, loan-to-value ratio (LTV), cash flow and debt service coverage, collateral and the credit history and expertise of the borrower.
As of and for the Years Ended December 31 2022 2021 2020 Performance Ratios Return on average assets 1.32 % 1.52 % 1.19 % Return on average equity 20.71 % 20.33 % 15.49 % Efficiency ratio (1)(2) 43.70 % 40.91 % 41.96 % Nonperforming assets/total assets (1)(3) 0.01 % 0.26 % 0.51 % Net interest margin (2) 2.76 % 3.05 % 3.20 % Dividends and Per Share Data Basic earnings per common share $ 2.79 $ 3.00 $ 1.99 Diluted earnings per common share 2.76 2.95 1.98 Cash dividends per common share 1.00 0.94 0.84 Dividend payout ratio 35.82 % 31.33 % 42.23 % Dividend yield 3.91 % 3.03 % 4.35 % Operating Results and Year-End Balances Net income $ 46,399 $ 49,607 $ 32,712 Total assets 3,613,218 3,500,201 3,185,744 Securities available for sale 664,115 758,822 420,571 Loans 2,742,836 2,456,196 2,280,575 Deposits 2,880,408 3,016,005 2,700,994 Borrowings 485,855 199,866 222,385 Stockholders’ equity 211,112 260,328 223,695 Average equity to average assets ratio 6.39 % 7.46 % 7.71 % Definition of ratios: • Return on average assets - net income divided by average assets. • Return on average equity - net income divided by average equity. • Efficiency ratio - noninterest expense (excluding other real estate owned expense and write-down of premises) divided by noninterest income (excluding net securities gains/losses and gains/losses on disposition of premises and equipment) plus tax-equivalent net interest income. • Nonperforming assets to total assets - total nonperforming assets divided by total assets. • Net interest margin - tax-equivalent net interest income divided by average interest-earning assets. • Dividend payout ratio - dividends paid to common stockholders divided by net income. • Dividend yield - dividends per share paid to common stockholders divided by closing year-end stock price. • Average equity to average assets ratio - average equity divided by average assets.
As of and for the Years Ended December 31, 2023 2022 2021 Performance Ratios Return on average assets 0.66 % 1.32 % 1.52 % Return on average equity 11.42 % 20.71 % 20.33 % Efficiency ratio (1)(2) 60.73 % 43.70 % 40.91 % Nonperforming assets/total assets (1) 0.01 % 0.01 % 0.26 % Net interest margin (2) 2.01 % 2.76 % 3.05 % Dividends and Per Share Data Basic earnings per common share $ 1.44 $ 2.79 $ 3.00 Diluted earnings per common share 1.44 2.76 2.95 Cash dividends per common share 1.00 1.00 0.94 Dividend payout ratio 69.21 % 35.82 % 31.33 % Dividend yield 4.72 % 3.91 % 3.03 % Operating Results and Year-End Balances Net income $ 24,137 $ 46,399 $ 49,607 Total assets 3,825,758 3,613,218 3,500,201 Securities available for sale 623,919 664,115 758,822 Loans 2,927,535 2,742,836 2,456,196 Deposits 2,973,779 2,880,408 3,016,005 Borrowings 592,637 485,855 199,866 Stockholders’ equity 225,043 211,112 260,328 Average equity to average assets ratio 5.77 % 6.39 % 7.46 % Definition of ratios: • Return on average assets - net income divided by average assets. • Return on average equity - net income divided by average equity. • Efficiency ratio - noninterest expense (excluding other real estate owned expense and write-down of premises) divided by noninterest income (excluding net securities gains/losses and gains/losses on disposition of premises and equipment) plus tax-equivalent net interest income. • Nonperforming assets to total assets - total nonperforming assets divided by total assets. • Net interest margin - tax-equivalent net interest income divided by average interest-earning assets. • Dividend payout ratio - dividends paid to common stockholders divided by net income. • Dividend yield - dividends per share paid to common stockholders divided by closing year-end stock price. • Average equity to average assets ratio - average equity divided by average assets.
Federal income tax expense for 2022 and 2021 was $9,165 and $9,833, respectively, while state income tax expense was approximately $3,833 and $3,468, respectively. The effective rate of income tax expense as a percent of income before income taxes was 21.9 percent and 21.2 percent, respectively, for 2022 and 2021.
Federal income tax expense for 2023 and 2022 was $3,711 and $9,165, respectively, while state income tax expense was $1,938 and $3,833, respectively. The effective rate of income tax expense as a percent of income before income taxes was 18.9 percent and 21.9 percent, respectively, for 2023 and 2022.
As of December 31 2022 2021 2020 Amount %* Amount %* Amount %* Balance at end of period applicable to: Commercial $ 4,804 18.90 % $ 4,776 20.03 % $ 4,718 26.40 % Real estate: Construction, land and land development 3,548 13.21 3,646 14.60 2,634 10.32 1-4 family residential first mortgages 357 2.74 339 2.69 360 2.58 Home equity 101 0.38 91 0.34 114 0.41 Commercial 16,575 64.50 19,466 62.19 21,535 60.04 Consumer and other 88 0.27 46 0.15 75 0.25 $ 25,473 100.00 % $ 28,364 100.00 % $ 29,436 100.00 % * Percent of loans in each category to total loans.
As of December 31 2023 2022 2021 Amount %* Amount %* Amount %* Balance at end of period applicable to: Commercial $ 5,291 18.13 % $ 4,804 18.90 % $ 4,776 20.03 % Real estate: Construction, land and land development 3,668 14.11 3,548 13.21 3,646 14.60 1-4 family residential first mortgages 704 3.64 357 2.74 339 2.69 Home equity 142 0.50 101 0.38 91 0.34 Commercial 18,420 63.25 16,575 64.50 19,466 62.19 Consumer and other 117 0.37 88 0.27 46 0.15 $ 28,342 100.00 % $ 25,473 100.00 % $ 28,364 100.00 % * Percent of loans in each category to total loans.
Basic and diluted earnings per common share for 2022 were $2.79 and $2.76, respectively, compared to $3.00 and $2.95, respectively, in 2021. During 2022, we paid our common stockholders $16,619 ($1.00 per common share) in dividends compared to $15,543 ($0.94 per common share) in 2021.
Basic and diluted earnings per common share for 2023 were $1.44 and $1.44, respectively, compared to $2.79 and $2.76, respectively, in 2022. During 2023, we paid our common stockholders $16,704 ($1.00 per common share) in dividends compared to $16,619 ($1.00 per common share) in 2022.
As of December 31, 2022, West Bank had additional borrowing capacity available from the FHLB of approximately $372,000, as well as approximately $3,830 at the Federal Reserve discount window and $67,000 through unsecured federal funds lines of credit with correspondent banks.
As of December 31, 2023, West Bank had additional borrowing capacity available from the FHLB of approximately $528,000, as well as approximately $2,282 through the Federal Reserve discount window, $35,000 through unsecured federal funds lines of credit with correspondent banks and $89,000 through the BTFP.
As of December 31 2022 2021 Balance % of CRE non-owner occupied Portfolio Weighted Average LTV Balance % of CRE non-owner occupied Portfolio Weighted Average LTV Non-owner occupied: Multifamily $ 371,224 21.0 % 69 % $ 435,097 27.8 % 71 % Medical & senior care facilities 249,127 14.1 65 220,726 14.1 59 Warehouse & trucking 169,462 9.6 67 153,022 9.8 69 Hotels 216,539 12.3 68 203,967 13.0 68 Mixed use 100,985 5.7 67 72,039 4.6 63 Offices 139,163 7.9 71 134,106 8.6 70 Land for development 114,428 6.5 62 96,687 6.2 63 All other 405,261 22.9 not available 249,265 15.9 not available $ 1,766,189 100.0 % $ 1,564,909 100.0 % The following table summarizes non-owner occupied commercial real estate loans by property type by risk rating as of December 31, 2022.
As of December 31 2023 2022 Balance % of Non-owner Occupied CRE Weighted Average LTV Balance % of Non-owner Occupied CRE Weighted Average LTV Non-owner occupied: Multifamily $ 453,958 24.2 % 69 % $ 371,224 21.0 % 69 % Medical & senior care facilities 225,314 12.0 63 249,127 14.1 65 Warehouse & trucking 167,030 8.9 63 169,462 9.6 67 Hotels 251,497 13.4 66 216,539 12.3 68 Mixed use 96,488 5.2 67 100,985 5.7 67 Offices 137,468 7.4 70 139,163 7.9 71 Land for development 110,874 5.9 64 114,428 6.5 62 All other 430,515 23.0 not available 405,261 22.9 not available $ 1,873,144 100.0 % $ 1,766,189 100.0 % The following table summarizes non-owner occupied commercial real estate loans by property type by risk rating as of December 31, 2023.
Competitive pressures, the creditworthiness of the borrower, market interest rates, the availability of funds, and government regulations further influence the rate charged on a loan. 41 Table of Contents (dollars in thousands, except per share amounts) The Company follows a loan policy approved by West Bank’s Board of Directors.
Competitive pressures, the creditworthiness of the borrower, market interest rates, the availability of funds, and government regulations further influence the rate charged on a loan. The Company follows a loan policy approved by West Bank’s Board of Directors. The loan policy is reviewed at least annually and is updated as considered necessary.
As and for the Years Ended December 31 2022 2021 2020 Reconciliation of net interest income and net interest margin on an FTE basis to GAAP: Net interest income (GAAP) $ 91,740 $ 95,059 $ 82,833 Tax-equivalent adjustment (1) 1,122 1,202 707 Net interest income on an FTE basis (non-GAAP) 92,862 96,261 83,540 Average interest-earning assets 3,361,091 3,152,138 2,614,342 Net interest margin on an FTE basis (non-GAAP) 2.76 % 3.05 % 3.20 % Reconciliation of efficiency ratio on an FTE basis to GAAP: Net interest income on an FTE basis (non-GAAP) $ 92,862 $ 96,261 $ 83,540 Noninterest income 10,208 9,729 9,602 Adjustment for realized securities gains, net — (51) (77) Adjustment for losses on disposal of premises and equipment, net 29 84 9 Adjusted income 103,099 106,023 93,074 Noninterest expense 45,051 43,380 39,054 Efficiency ratio on an adjusted and FTE basis (non-GAAP) (2) 43.70 % 40.91 % 41.96 % Reconciliation of allowance for loan losses ratio, excluding PPP loans: Loans outstanding (GAAP) $ 2,742,836 $ 2,456,196 $ 2,280,575 Less: PPP loans (1,117) (22,206) (180,757) Loans, net of PPP loans (non-GAAP) 2,741,719 2,433,990 2,099,818 Allowance for loan losses 25,473 28,364 29,436 Allowance for loan losses ratio, excluding PPP loans (non-GAAP) (3) 0.93 % 1.17 % 1.40 % (1) Computed on a tax-equivalent basis using a federal income tax rate of 21 percent, adjusted to reflect the effect of the nondeductible interest expense associated with owning tax-exempt securities and loans.
As and for the Years Ended December 31 2023 2022 2021 Reconciliation of net interest income and net interest margin on an FTE basis to GAAP: Net interest income (GAAP) $ 69,031 $ 91,740 $ 95,059 Tax-equivalent adjustment (1) 491 1,122 1,202 Net interest income on an FTE basis (non-GAAP) 69,522 92,862 96,261 Average interest-earning assets 3,465,964 3,361,091 3,152,138 Net interest margin on an FTE basis (non-GAAP) 2.01 % 2.76 % 3.05 % Reconciliation of efficiency ratio on an FTE basis to GAAP: Net interest income on an FTE basis (non-GAAP) $ 69,522 $ 92,862 $ 96,261 Noninterest income 10,066 10,208 9,729 Adjustment for realized securities (gains) losses, net 431 — (51) Adjustment for losses on disposal of premises and equipment, net 29 29 84 Adjusted income 80,048 103,099 106,023 Noninterest expense 48,611 45,051 43,380 Efficiency ratio on an adjusted and FTE basis (non-GAAP) (2) 60.73 % 43.70 % 40.91 % (1) Computed on a tax-equivalent basis using a federal income tax rate of 21 percent, adjusted to reflect the effect of the nondeductible interest expense associated with owning tax-exempt securities and loans.
Included in total deposits as of December 31, 2022 and 2021, were $155,888 and $178,366, respectively, of reciprocal interest-bearing checking and $186,160 and $412,027, respectively, of reciprocal money market deposits.
Included in total deposits as of December 31, 2023 and 2022, were $165,858 and $155,888, respectively, of reciprocal interest-bearing checking and $254,504 and $186,160, respectively, of reciprocal money market deposits. Total estimated uninsured deposits were $1,435,406, $1,412,955 and $1,312,933 as of December 31, 2023, 2022 and 2021, respectively.
The portion of the allowance for loan losses related to loans collectively evaluated for impairment decreased $391 to a total of $25,473, or 0.93 percent of outstanding loans, as of December 31, 2022 compared to $25,864, or 1.05 percent of outstanding loans, as of December 31, 2021.
The portion of the allowance for credit losses related to loans collectively evaluated for credit losses increased to $28,342, or 0.97 percent of outstanding loans as of December 31, 2023, compared to $25,473, or 0.93 percent of outstanding loans as of December 31, 2022.
The yield on available for sale securities increased by 20 basis points in 2022 compared to 2021. Interest expense on deposits increased $14,681 for the year ended December 31, 2022, compared to 2021. The average balance of interest bearing deposits increased $149,625 in 2022 compared to 2021, which included an increase of average brokered deposits of $64,161.
The yield on available for sale securities increased by 39 basis points in 2023 compared to 2022. Interest expense on deposits increased $44,167 for the year ended December 31, 2023, compared to 2022. The average balance of interest bearing deposits decreased $486 in 2023 compared to 2022.
Noninterest expense grew $1,671, or 3.9 percent, in 2022 compared to 2021, primarily due to an increase in salaries and employee benefits, partially offset by a decrease in FDIC insurance expense. The Company’s ratio of nonperforming assets to total assets decreased to 0.01 percent as of December 31, 2022, compared to 0.26 percent as of December 31, 2021.
Noninterest expense increased $3,560, or 7.9 percent, in 2023 compared to 2022, primarily due to increases in salaries and employee benefits, occupancy and equipment expense and FDIC insurance expense. The Company’s ratio of nonperforming assets to total assets was 0.01 percent as of both December 31, 2023 and December 31, 2022.
Loan officer lending authorities vary according to the individual loan officer’s experience and expertise. As of December 31, 2022 and 2021, there were no loans that were past due 30 days or more. Nonperforming loans declined to $322 at December 31, 2022, compared to $8,948 at December 31, 2021.
As of December 31, 2023 and 2022, there were no loans that were past due 30 days or more. Nonperforming loans declined slightly to $296 at December 31, 2023, compared to $322 at December 31, 2022.
The change in interest that is due to both volume and rate has been allocated to the change due to volume and the change due to rate in proportion to the absolute value of the change in each. 2022 Compared to 2021 2021 Compared to 2020 Volume Rate Total Volume Rate Total Interest Income Loans: (1) Commercial $ (1,744) $ 1,121 $ (623) $ (1,706) $ 2,743 $ 1,037 Real estate (2) 10,877 1,067 11,944 9,189 (5,054) 4,135 Consumer and other 74 26 100 (88) (2) (90) Total loans (including fees) 9,207 2,214 11,421 7,395 (2,313) 5,082 Securities: Taxable 2,903 1,079 3,982 2,669 (1,945) 724 Tax-exempt (2) 363 312 675 2,218 (470) 1,748 Total securities 3,266 1,391 4,657 4,887 (2,415) 2,472 Interest-bearing deposits (335) 246 (89) 269 (281) (12) Total interest income (2) 12,138 3,851 15,989 12,551 (5,009) 7,542 Interest Expense Deposits: Interest-bearing demand 47 1,642 1,689 190 (168) 22 Savings and money market 156 10,017 10,173 1,509 (2,876) (1,367) Time 795 2,024 2,819 (111) (1,852) (1,963) Total deposits 998 13,683 14,681 1,588 (4,896) (3,308) Borrowed funds: Federal funds purchased and other short-term borrowings 591 1,168 1,759 1 (19) (18) Subordinated debt, net 1,748 111 1,859 1 (9) (8) Federal Home Loan Bank advances (237) (38) (275) (897) (864) (1,761) Long-term debt 756 608 1,364 (60) (24) (84) Total borrowed funds 2,858 1,849 4,707 (955) (916) (1,871) Total interest expense 3,856 15,532 19,388 633 (5,812) (5,179) Net interest income (2) (3) $ 8,282 $ (11,681) $ (3,399) $ 11,918 $ 803 $ 12,721 (1) Average balances of nonaccrual loans were included for computational purposes.
The change in interest that is due to both volume and rate has been allocated to the change due to volume and the change due to rate in proportion to the absolute value of the change in each. 2023 Compared to 2022 2022 Compared to 2021 Volume Rate Total Volume Rate Total Interest Income Loans: (1) Commercial $ 1,625 $ 7,700 $ 9,325 $ (1,744) $ 1,121 $ (623) Real estate (2) 9,125 16,783 25,908 10,877 1,067 11,944 Consumer and other 230 153 383 74 26 100 Total loans (including fees) 10,980 24,636 35,616 9,207 2,214 11,421 Securities: Taxable (1,746) 2,918 1,172 2,903 1,079 3,982 Tax-exempt (2) (238) (191) (429) 363 312 675 Total securities (1,984) 2,727 743 3,266 1,391 4,657 Interest-bearing deposits (366) 332 (34) (335) 246 (89) Total interest income (2) 8,630 27,695 36,325 12,138 3,851 15,989 Interest Expense Deposits: Interest-bearing demand (202) 4,728 4,526 47 1,642 1,689 Savings and money market (1,092) 28,847 27,755 156 10,017 10,173 Time 2,677 9,209 11,886 795 2,024 2,819 Total deposits 1,383 42,784 44,167 998 13,683 14,681 Borrowed funds: Federal funds purchased and other short-term borrowings 5,732 2,036 7,768 591 1,168 1,759 Subordinated debt, net 1,485 90 1,575 1,748 111 1,859 Federal Home Loan Bank advances 3,654 1,371 5,025 (237) (38) (275) Long-term debt (52) 1,182 1,130 756 608 1,364 Total borrowed funds 10,819 4,679 15,498 2,858 1,849 4,707 Total interest expense 12,202 47,463 59,665 3,856 15,532 19,388 Net interest income (2) (3) $ (3,572) $ (19,768) $ (23,340) $ 8,282 $ (11,681) $ (3,399) (1) Average balances of nonaccrual loans were included for computational purposes.
Federal funds purchased and other short-term borrowings increased from $2,880 as of December 31, 2021 to $200,000 as of December 31, 2022. The $200,000 as of December 31, 2022 was comprised of overnight and short-term FHLB advances. The Company had $155,000 of short-term FHLB advances outstanding at December 31, 2022 associated with long-term interest rate swaps.
Federal funds purchased and other short-term borrowings decreased from $200,000 as of December 31, 2022 to $150,270 as of December 31, 2023. The Company had $315,000 of FHLB advances outstanding at December 31, 2023, compared to $155,000 at December 31, 2022.
West Bank will pay the contractor a contract price consisting of the cost of work plus a fee, subject to a guaranteed maximum price of $42,309, with anticipated construction completed in 2024. As of December 31, 2022, $7,371 had been paid under this construction contract.
West Bank will pay the contractor a contract price consisting of the cost of work plus a fee, with anticipated construction completed in 2024. As of December 31, 2023, the Company had a remaining commitment of $13,019 under this contract. The Company’s total stockholders’ equity increased to $225,043 as of December 31, 2023 from $211,112 as of December 31, 2022.
To limit the Company’s exposure to market interest rate changes, interest rate swaps are in place on $110,000 of deposit balances that effectively convert certain customer deposits with variable rates to fixed-rate instruments. 47 Table of Contents (dollars in thousands, except per share amounts) The following table shows the amounts and remaining maturities of time certificates of deposit with balances of $100 or more as of December 31, 2022. 3 months or less $ 146,167 Over 3 through 6 months 110,865 Over 6 through 12 months 116,934 Over 12 months 8,885 $ 382,851 Approximately 91 percent of the total time deposits issued by West Bank mature in the next year, including brokered time deposits.
To limit the Company’s exposure to market interest rate changes, interest rate swaps are in place on $110,000 of deposit balances that effectively convert certain customer deposits with variable rates to fixed-rate instruments. Approximately 93 percent of the total time deposits issued by West Bank mature in the next year, including brokered time deposits.