Biggest changeThe inclusion of PPP loan average balances, interest and fees had an 11 basis points impact on the yield on average loans and a 12 basis point impact on the net interest margin for 2021. 43 Table of Contents Average Balances, Interest and Yields The following tables present, for the years ended December 31, 2022, 2021 and 2020, information about: (i) weighted average balances, the total dollar amount of interest income from interest-earning assets and the resultant average yields; (ii) average balances, the total dollar amount of interest expense on interest-bearing liabilities and the resultant average rates; (iii) net interest income; (iv) the interest rate spread; and (v) the net interest margin. Year Ended December 31, 2022 2021 2020 Average Interest and Yield / Average Interest and Yield / Average Interest and Yield / (Dollars in thousands) Balance Fees Rate Balance Fees Rate Balance Fees Rate Earning Assets: Federal funds sold and other investments (1) $ 225,154 $ 3,524 1.57 % $ 207,771 $ 500 0.24 % $ 147,431 $ 1,056 0.72 % Securities purchased under agreements to resell — — — — — — 29,932 271 0.91 Investment securities 35,188 881 2.50 21,573 390 1.81 17,806 410 2.30 Total investments 260,342 4,405 1.69 229,344 890 0.39 195,169 1,737 0.89 Construction and development 35,562 1,898 5.34 48,076 2,513 5.23 31,658 1,685 5.32 Commercial real estate 589,017 38,582 6.55 503,968 29,750 5.90 478,481 27,316 5.71 Commercial and industrial 55,516 3,920 7.06 119,640 8,407 7.03 112,313 5,301 4.72 Residential real estate 2,090,389 98,277 4.70 1,437,377 67,058 4.67 763,136 41,391 5.42 Consumer and Other 193 138 71.50 188 123 65.43 989 179 18.10 Gross loans (2) 2,770,677 142,815 5.15 2,109,249 107,851 5.11 1,386,577 75,872 5.47 Total earning assets 3,031,019 147,220 4.86 2,338,593 108,741 4.65 1,581,746 77,609 4.91 Noninterest-earning assets 156,185 122,038 98,504 Total assets 3,187,204 2,460,631 1,680,250 Interest-bearing liabilities: NOW and savings deposits 186,061 1,046 0.56 112,943 222 0.20 68,610 166 0.24 Money market deposits 1,130,439 16,067 1.42 726,268 1,693 0.23 248,633 1,731 0.70 Time deposits 513,867 6,445 1.25 499,856 2,033 0.41 596,325 9,021 1.51 Total interest-bearing deposits 1,830,367 23,558 1.29 1,339,067 3,948 0.29 913,568 10,918 1.20 Borrowings 373,238 4,051 1.09 223,027 624 0.28 82,955 571 0.69 Total interest-bearing liabilities 2,203,605 27,609 1.25 1,562,094 4,572 0.29 996,523 11,489 1.15 Noninterest-bearing liabilities: Noninterest-bearing deposits 599,340 559,797 394,338 Other noninterest-bearing liabilities 63,997 76,727 62,153 Total noninterest-bearing liabilities 663,337 636,524 456,491 Shareholders' equity 320,262 262,013 227,236 Total liabilities and shareholders' equity $ 3,187,204 $ 2,460,631 $ 1,680,250 Net interest income $ 119,611 $ 104,169 $ 66,120 Net interest spread 3.61 4.36 3.76 Net interest margin 3.95 4.45 4.18 (1) Includes income and average balances for term federal funds, interest-earning cash accounts, and other miscellaneous earning assets.
Biggest changeAverage interest-bearing liabilities increased by $641.5 million as average interest-bearing deposits increased by $491.3 million and average borrowings increased by $150.2 million. 45 Table of Contents Average Balances, Interest and Yields The following tables present, for the years ended December 31, 2023, 2021 and 2021, information about: (i) weighted average balances, the total dollar amount of interest income from interest-earning assets and the resultant average yields; (ii) average balances, the total dollar amount of interest expense on interest-bearing liabilities and the resultant average rates; (iii) net interest income; (iv) the interest rate spread; and (v) the net interest margin. Year Ended December 31, 2023 2022 2021 Average Interest and Yield / Average Interest and Yield / Average Interest and Yield / (Dollars in thousands) Balance Fees Rate Balance Fees Rate Balance Fees Rate Earning Assets: Federal funds sold and other investments (1) $ 167,024 $ 9,995 5.98 % $ 225,154 $ 3,524 1.57 % $ 207,771 $ 500 0.24 % Investment securities 32,330 949 2.94 35,188 881 2.50 21,573 390 1.81 Total investments 199,354 10,944 5.49 260,342 4,405 1.69 229,344 890 0.39 Construction and development 31,955 1,864 5.83 35,562 1,898 5.34 48,076 2,513 5.23 Commercial real estate 659,432 57,710 8.75 589,017 38,582 6.55 503,968 29,750 5.90 Commercial and industrial 54,100 5,110 9.45 55,516 3,920 7.06 119,640 8,407 7.03 Residential real estate 2,299,246 117,071 5.09 2,090,389 98,277 4.70 1,437,377 67,058 4.67 Consumer and Other 195 128 65.64 193 138 71.50 188 123 65.43 Gross loans (2) 3,044,928 181,883 5.97 2,770,677 142,815 5.15 2,109,249 107,851 5.11 Total earning assets 3,244,282 192,827 5.94 3,031,019 147,220 4.86 2,338,593 108,741 4.65 Noninterest-earning assets 198,938 156,185 122,038 Total assets 3,443,220 3,187,204 2,460,631 Interest-bearing liabilities: NOW and savings deposits 146,543 2,264 1.54 186,061 1,046 0.56 112,943 222 0.20 Money market deposits 1,006,360 42,347 4.21 1,130,439 16,067 1.42 726,268 1,693 0.23 Time deposits 940,911 35,996 3.83 513,867 6,445 1.25 499,856 2,033 0.41 Total interest-bearing deposits 2,093,814 80,607 3.85 1,830,367 23,558 1.29 1,339,067 3,948 0.29 Borrowings 353,149 10,741 3.04 373,238 4,051 1.09 223,027 624 0.28 Total interest-bearing liabilities 2,446,963 91,348 3.73 2,203,605 27,609 1.25 1,562,094 4,572 0.29 Noninterest-bearing liabilities: Noninterest-bearing deposits 555,840 599,340 559,797 Other noninterest-bearing liabilities 74,254 63,997 76,727 Total noninterest-bearing liabilities 630,094 663,337 636,524 Shareholders' equity 366,163 320,262 262,013 Total liabilities and shareholders' equity $ 3,443,220 $ 3,187,204 $ 2,460,631 Net interest income $ 101,479 $ 119,611 $ 104,169 Net interest spread 2.21 3.61 4.36 Net interest margin 3.13 3.95 4.45 (1) Includes income and average balances for term federal funds, interest-earning cash accounts, and other miscellaneous earning assets.
Our liquidity position is supported by management of liquid assets and access to alternative sources of funds. Our liquid assets include cash, interest-bearing deposits in correspondent banks, federal funds sold, and fair value of unpledged investment securities. Other available sources of liquidity include wholesale deposits and additional borrowings from correspondent banks, FHLB advances, and the Federal Reserve discount window.
Our liquidity position is supported by management of liquid assets and access to alternative sources of funds. Our liquid assets include cash, interest-bearing deposits in correspondent banks, federal funds sold, and fair value of unpledged investment securities. Other available sources of liquidity include wholesale/brokered deposits and additional borrowings from correspondent banks, FHLB advances, and the Federal Reserve discount window.
Expected maturities may differ from contractual maturities if borrowers have the right to call or prepay obligations with or without call or prepayment penalties. As of December 31, 2022 One Year or Less More Than One Year Through Five Years More Than Five Years Through Ten Years More Than Ten Years Total Weighted Weighted Weighted Weighted Weighted (Dollars in thousands) Fair Value Average Yield Fair Value Average Yield Fair Value Average Yield Fair Value Average Yield Fair Value Average Yield Obligations of U.S.
Expected maturities may differ from contractual maturities if borrowers have the right to call or prepay obligations with or without call or prepayment penalties. As of December 31, 2023 One Year or Less More Than One Year Through Five Years More Than Five Years Through Ten Years More Than Ten Years Total Weighted Weighted Weighted Weighted Weighted (Dollars in thousands) Fair Value Average Yield Fair Value Average Yield Fair Value Average Yield Fair Value Average Yield Fair Value Average Yield Obligations of U.S.
We did not experience the level of credit deterioration for these loans that we had initially anticipated. Our allowance for loan losses as a percentage of gross loans for the periods ended December 31, 2022 and 2021 was 0.45% and 0.67%, respectively. None of the ALL balance was allocated to our PPP loan portfolio at December 31, 2022 and 2021.
We did not experience the level of credit deterioration for these loans that we had initially anticipated. Our allowance for credit losses as a percentage of gross loans for the periods ended December 31, 2022 and 2021 was 0.45% and 0.67%, respectively. None of the ACL balance was allocated to our PPP loan portfolio at December 31, 2022 and 2021.
The Bank exceeded all regulatory capital requirements and was considered to be “well-capitalized” as of December 31, 2022 and 2021. As of December 31, 2022, the FDIC categorized the Bank as well-capitalized under the prompt corrective action framework. There have been no conditions or events since December 31, 2022 that management believes would change this classification.
The Bank exceeded all regulatory capital requirements and was considered to be “well-capitalized” as of December 31, 2023 and 2022. As of December 31, 2023, the FDIC categorized the Bank as well-capitalized under the prompt corrective action framework. There have been no conditions or events since December 31, 2023 that management believes would change this classification.
The decrease is mainly attributable to lower underwriting, processing and origination fees earned from our origination of residential mortgage loans as mortgage volume declined during the year ended December 31, 2022 compared to the year ended December 31, 2021. 46 Table of Contents Mortgage loan originations totaled $833.6 million during the year ended December 31, 2022 compared to $1.20 billion during the year ended December 31, 2021.
The decrease is mainly attributable to lower underwriting, processing and origination fees earned from our origination of residential mortgage loans as mortgage volume declined during the year ended December 31, 2022 compared to the year ended December 31, 2021. 49 Table of Contents Mortgage loan originations totaled $833.6 million during the year ended December 31, 2022 compared to $1.20 billion during the year ended December 31, 2021.
We currently operate 19 full-service branch locations in multi-ethnic communities in Alabama, Florida, Georgia, New York, New Jersey, Texas and Virginia. We are focused on delivering full-service banking services in markets, predominantly Asian-American communities in growing metropolitan markets in the Eastern U.S. and Texas.
We currently operate 20 full-service branch locations in multi-ethnic communities in Alabama, Florida, Georgia, New York, New Jersey, Texas and Virginia. We are focused on delivering full-service banking services in markets, predominantly Asian-American communities in growing metropolitan markets in the Eastern U.S. and Texas.
All of the debt securities in our investment portfolio were classified as available-for-sale as of December 31, 2022. All available-for-sale securities are carried at fair value. Securities available-for-sale consist primarily of U.S. government-sponsored agency securities, home mortgage-backed securities and state and municipal bonds.
All of the debt securities in our investment portfolio were classified as available-for-sale as of December 31, 2023. All available-for-sale securities are carried at fair value. Securities available-for-sale consist primarily of U.S. government-sponsored agency securities, home mortgage-backed securities and state and municipal bonds.
(2) Average loan balances include nonaccrual loans and loans held for sale. 44 Table of Contents Rate/Volume Analysis Increases and decreases in interest income and interest expense result from changes in average balances (volume) of interest-earning assets and interest-bearing liabilities, as well as changes in average interest rates.
(2) Average loan balances include nonaccrual loans and loans held for sale. 46 Table of Contents Rate/Volume Analysis Increases and decreases in interest income and interest expense result from changes in average balances (volume) of interest-earning assets and interest-bearing liabilities, as well as changes in average interest rates.
The following table presents the amortized cost and fair value of our available-for-sale securities portfolio as of the dates presented. Year Ended December 31, 2022 2021 2020 (Dollars in thousands) Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value Obligations of U.S.
The following table presents the amortized cost and fair value of our available-for-sale securities portfolio as of the dates presented. Year Ended December 31, 2023 2022 2021 (Dollars in thousands) Amortized Cost Fair Value Amortized Cost Fair Value Amortized Cost Fair Value Obligations of U.S.
We sold $31.5 million in SBA loans during the year ended December 31, 2022 with average premiums of 8.45% compared to the sale of $124.7 million in SBA loans with an average premium of 10.67% in the same period in 2021.
We sold $31.5 million in SBA loans during the year ended December 31, 2022 with average premiums of 8.45% compared to the sale of $124.7 million in SBA loans with an average premium of 10.67% in the year ended December 31, 2021.
Financial and performance covenants are used in commercial lending agreements to allow us to react to a borrower’s deteriorating financial condition, should that occur. For more information, see “Item 1 – Business – Lending Activities.” 51 Table of Contents The principal categories of our loan portfolios are discussed below: Construction and development loans.
Financial and performance covenants are used in commercial lending agreements to allow us to react to a borrower’s deteriorating financial condition, should that occur. For more information, see “Item 1 – Business – Lending Activities.” The principal categories of our loan portfolios are discussed below: Construction and development loans.
The credit provision for loan losses 45 Table of Contents recorded during the year ended December 31, 2022 was due to the release of additional reserves allocated for the uncertainties in our loan portfolio caused by the COVID-19 pandemic as certain loans that were modified during the COVID-19 pandemic returned to their contractual payment terms.
The credit provision for loan losses recorded during the year ended December 31, 2022 was due to the release of additional reserves allocated for the uncertainties in our loan portfolio caused by the COVID-19 pandemic as certain loans that were modified during the COVID-19 pandemic returned to their contractual payment terms.
As part of our liquidity management strategy, we open federal funds lines with our correspondent banks. As of December 31, 2022 and 2021, we had $47.5 million of unsecured federal funds lines with no amounts advanced.
As part of our liquidity management strategy, we open federal funds lines with our correspondent banks. As of December 31, 2023 and 2022, we had $47.5 million of unsecured federal funds lines with no amounts advanced.
This decrease was partially due to lower maintenance and repairs expense and rent expense. Data processing expense for the years ended December 31, 2022 and 2021 remained flat at $1.1 million. Advertising expense for the year ended December 31, 2022 was $606,000 compared to $541,000 for 2021, an increase of $65,000, or 12.0%.
This decrease was partially due to lower maintenance and repairs expense and rent expense. 51 Table of Contents Data processing expense for the years ended December 31, 2022 and 2021 remained flat at $1.1 million. Advertising expense for the year ended December 31, 2022 was $606,000 compared to $541,000 for 2021, an increase of $65,000, or 12.0%.
The increase from December 31, 2021 to December 31, 2022 was primarily attributable to a $1.2 million increase in nonaccrual commercial real estate loans and a $7.2 million increase in accruing troubled debt restructured loans.
The increase from December 31, 2021 to December 31, 2022 was primarily attributable to a $1.2 million increase in nonaccrual commercial real estate loans and a $7.2 million increase in accruing restructured loans.
See Note 10 of our consolidated financial statements as of December 31, 2022, included elsewhere in this Annual Report on Form 10-K, for additional information.
See Note 10 of our consolidated financial statements as of December 31, 2023, included elsewhere in this Annual Report on Form 10-K, for additional information.
The average number of full-time equivalent employees was 216 for the year ended December 31, 2022 compared to 213 for the year ended December 31, 2021. Occupancy expense for the year ended December 31, 2022 was $4.9 million compared to $5.0 million for the same period during 2021, a decrease of $171,000, or 3.4%.
The average number of full-time equivalent employees was 216 for the year ended December 31, 2022 compared to 213 for the year ended December 31, 2021. Occupancy expense for the year ended December 31, 2022 was $4.9 million compared to $5.0 million for year ended December 31, 2021, a decrease of $171,000, or 3.4%.
No issuer of the available-for-sale securities comprised more than ten percent of our shareholders’ equity as of December 31, 2022, 2021 or 2020.
No issuer of the available-for-sale securities comprised more than ten percent of our shareholders’ equity as of December 31, 2023, 2022 or 2021.
We recognized PPP loan fee income of $1.0 million during 2022 compared to PPP loan fee income of $5.4 million during 2021. Average earning assets increased by $692.4 million, primarily due to an increase of $661.4 million in average loans and $31.0 million in average investment securities, fed funds sold and interest-bearing cash accounts.
We recognized Paycheck Protection Program (“PPP”) loan fee income of $1.0 million during 2022 compared to PPP loan fee income of $5.4 million during 2021. Average earning assets increased by $692.4 million, primarily due to an increase of $661.4 million in average loans and $31.0 million in average investment securities, fed funds sold and interest-bearing cash accounts.
The loans are typically made to small and medium-sized businesses for working capital needs, business expansions and for trade financing. We extend commercial business loans on an unsecured and secured basis for working capital, accounts receivable and inventory financing, machinery and equipment purchases, and other business purposes.
The loans are typically made to small and medium-sized businesses for working capital needs, business expansions and for trade financing. We extend commercial business loans on an unsecured and secured basis for working capital, accounts 54 Table of Contents receivable and inventory financing, machinery and equipment purchases, and other business purposes.
At December 31, 2022 and 2021, approximately 25.2% and 20.9% of the commercial real estate portfolio consisted of fixed-rate loans, respectively. Our policy maximum LTV is 85% for commercial real estate loans. However, our weighted average LTV is well below this policy maximum.
At December 31, 2023 and 2022, approximately 28.9% and 25.2% of the commercial real estate portfolio consisted of fixed-rate loans, respectively. Our policy maximum LTV is 85% for commercial real estate loans. However, our weighted average LTV is well below this policy maximum.
The portfolio serves the following purposes: (i) to optimize the Bank’s income consistent with the investment portfolio’s liquidity and risk objectives; (ii) to balance market and credit risks of other assets and the Bank’s liability structure; (iii) to profitably deploy funds which are not needed to fulfill loan demand, deposit redemptions or other liquidity purposes; and (iv) to provide collateral which the Bank is required to pledge against public funds.
The portfolio serves the following purposes: (i) to optimize the Bank’s income consistent with the investment portfolio’s liquidity and risk objectives; (ii) to balance market and credit risks of other assets and the Bank’s liability structure; (iii) to profitably deploy funds which are not needed to fulfill loan demand, deposit redemptions or other liquidity purposes; (iv) to provide collateral which the Bank is required to pledge against public funds; and (v) to provide investments for Community Reinvestment Act (CRA) purposes.
The significant increase in the effective tax rate for the year ended December 31, 2022 was due to the re-allocation of state income tax apportionment schedules from prior year tax returns, as well as corrections for the treatment of prior year’s state tax credits.
The elevated effective tax rate for the year ended December 31, 2022 was due to the re-allocation of state income tax apportionment schedules from prior year tax returns, as well as corrections for the treatment of prior year’s state tax credits.
Non-owner occupied commercial real estate loans were 10.4%, 12.4%, and 13.6%, as a percentage of commercial real estate loans for the years ending December 31, 2022, 2021, and 2020, respectively. We originate both fixed and adjustable rate loans. Adjustable rate loans are based on LIBOR, prime rate or constant maturity treasury (“CMT”).
Non-owner occupied commercial real estate loans were 7.6%, 10.4%, and 12.4%, as a percentage of commercial real estate loans for the years ending December 31, 2023, 2022, and 2021, respectively. We originate both fixed and adjustable rate loans. Adjustable rate loans are based on SOFR, prime rate or constant maturity treasury (“CMT”).
Loans on which the accrual of interest has been discontinued are designated as nonaccrual loans. Typically, the accrual of interest on loans is discontinued when principal and interest payments are past due 90 days or more or when, in the opinion of management, there is a reasonable doubt as to collectability in the normal course of business.
Typically, the accrual of interest on loans is discontinued when principal and interest payments are past due 90 days or more or when, in the opinion of management, there is a reasonable doubt as to collectability in the normal course of business.
Collateral may also include inventory, accounts receivable and equipment, and may include personal guarantees. Our unguaranteed SBA loans collateralized by real estate are monitored by collateral type and included in our CRE Concentration Guidance. As of December 31, 2022, our SBA portfolio totaled $304.3 million compared to $269.8 million as of December 31, 2021.
Collateral may also include inventory, accounts receivable and equipment, and may include personal guarantees. Our unguaranteed SBA loans collateralized by real estate are monitored by collateral type and included in our CRE Concentration Guidance. As of December 31, 2023, our SBA portfolio totaled $286.9 million compared to $304.3 million as of December 31, 2022.
Nonperforming loans include loans 90 days or more past due and still accruing, loans accounted for on a nonaccrual basis and accruing restructured loans. Nonperforming assets consist of nonperforming loans plus OREO. Nonperforming loans were $20.2 million at December 31, 2022 compared to $11.8 million at December 31, 2021 and $13.1 million at December 31, 2020.
Nonperforming loans include loans 90 days or more past due and still accruing, loans accounted for on a nonaccrual basis and accruing restructured loans. Nonperforming assets consist of nonperforming loans plus OREO. Nonperforming loans were $36.9 million at December 31, 2023 compared to $20.2 million at December 31, 2022 and $11.8 million at December 31, 2021.
This amount includes unrealized losses on our available for sale securities portfolio and significant unrealized gains on our interest rate derivatives. Excluding the average accumulated other comprehensive income balance, the return on average equity was 20.02% for the year ended December 31, 2022.
This amount includes unrealized losses on our available for sale securities portfolio and significant unrealized gains on our interest rate derivatives. Excluding the average accumulated other comprehensive income balance, the return on average equity was 15.00% and 20.02% for the years ended December 31, 2023 and 2022, respectively.
We use interest rate swap and cap agreements to hedge our deposit accounts that are indexed to the Federal Funds Effective rate. These swap agreements are designated as cash flow hedges. As of December 31, 2022, the total amount of deposits tied to the Federal Funds Effective rate was $951.9 million.
We use interest rate swap and cap agreements to hedge our deposit accounts that are indexed to the Federal Funds Effective rate. These swap agreements are designated as cash flow hedges. As of December 31, 2023, the total amount of deposits tied to the Federal Funds Effective rate was $929.2 million.
The increase was primarily due to higher FDIC deposit insurance premiums, professional fees, communication expenses, and fair value losses on our equity investments, offset by lower loan and other real estate owned expenses. Included in other expenses were directors’ fees of $565,000 and $455,000 for the years ended December 31, 2022 and 2021, respectively.
The increase was primarily due to higher FDIC deposit insurance premiums, professional fees, and communication expenses, offset by lower loan and other real estate owned expenses. Included in other expenses were directors’ fees of $565,000 and $455,000 for the years ended December 31, 2022 and 2021, respectively.
Newly originated and renewed non-SBA commercial real estate loans for the years ending December 31, 2022 and 2021 carried a weighted average LTV of 57.7% and 59.5%, respectively. Commercial and industrial loans. We provide a mix of variable and fixed rate commercial and industrial loans.
Newly originated and renewed non-SBA commercial real estate loans for the years ending December 31, 2023 and 2022 carried a weighted average LTV of 46.4% and 57.7%, respectively. Commercial and industrial loans. We provide a mix of variable and fixed rate commercial and industrial loans.
Results of Operations Net Income Year ended December 31, 2022 compared to year ended December 31, 2021 We recorded net income of $62.6 million for the year ended December 31, 2022 compared to $61.7 million for the same period in 2021, an increase of $901,000, or 1.5%.
Year ended December 31, 2022 compared to year ended December 31, 2021 We recorded net income of $62.6 million for the year ended December 31, 2022 compared to $61.7 million for the year ended December 31, 2021, an increase of $901,000, or 1.5%.
The following table provides information related to our FHLB Advances for the periods indicated: As of or for the Year Ended December 31, (Dollars in thousands) 2022 2021 2020 Maximum amount outstanding at any month-end during the period $ 500,000 $ 500,000 $ 110,000 Balance outstanding at end of period 375,000 500,000 110,000 Average outstanding balance during the period 368,333 237,500 82,500 Weighted average interest rate during the period 1.16 % 0.26 % 0.69 % Weighted average interest rate at end of period 1.94 0.12 0.58 In addition to our advances with the FHLB, we maintain federal funds agreements with our correspondent banks.
The following table provides information related to our FHLB Advances for the periods indicated: As of or for the Year Ended December 31, (Dollars in thousands) 2023 2022 2021 Maximum amount outstanding at any month-end during the period $ 425,000 $ 500,000 $ 500,000 Balance outstanding at end of period 325,000 375,000 500,000 Average outstanding balance during the period 350,000 368,333 237,500 Weighted average interest rate during the period 3.06 % 1.16 % 0.26 % Weighted average interest rate at end of period 3.66 1.94 0.12 In addition to our advances with the FHLB, we maintain federal funds agreements with our correspondent banks.
We had a net deferred tax liability of $1.6 million at December 31, 2022, a net deferred tax asset of $2.2 million at December 31, 2021 and net deferred tax liability of $1.0 million at December 31, 2020.
We had a net deferred tax liability of $2.3 million at December 31, 2023, a net deferred tax liability of $1.6 million at December 31, 2022 and net deferred tax asset of $2.2 million at December 31, 2021.
The increase was due to a $15.4 million increase in net interest income and a $9.7 decrease in provision for loan losses, offset by a $14.6 million decrease in noninterest income, a $1.9 million increase in noninterest expense and a $7.7 million increase in provision for income taxes.
The increase was due to a $15.4 million increase in net 43 Table of Contents interest income and a $9.7 decrease in provision for credit losses, offset by a $14.6 million decrease in noninterest income, a $1.9 million increase in noninterest expense and a $7.7 million increase in provision for income taxes.
This increase is primarily attributable to a $491.3 million increase in average deposit balances and a 100 basis points increase in deposit costs, which includes a 119 basis points 42 Table of Contents increase in the average yield on money market deposits and an 84 basis points decrease in the average yield on time deposits.
This increase is primarily attributable to a $491.3 million increase in average interest-bearing deposits and a 100 basis points increase in deposit costs, which includes a 119 basis points increase in the average yield on money market deposits and an 84 basis points decrease in the average yield on time deposits.
Our ALL as a percent of gross loans is relatively lower than our peers due to our high percentage of residential mortgage loans, which tend to have lower allowance for loan loss ratios compared to other commercial or consumer loans.
Our allowance for credit losses as a percent of gross loans is relatively lower than our peers due to our high percentage of residential mortgage loans, which tend to have lower allowance for credit loss ratios compared to other commercial or consumer loans due to their low LTVs.
The following table provides an analysis of the allowance for loan losses, provision for loan losses and net charge-offs for the periods presented below: December 31, (Dollars in thousands) 2022 2021 2020 2019 2018 Balance, beginning of period $ 16,952 $ 10,135 $ 6,839 $ 6,645 $ 6,925 Charge-offs: Construction and development — — — — — Commercial real estate — 67 109 237 88 Commercial and industrial 390 64 51 14 39 Residential real estate — — — — — Consumer and other — — 97 525 1,939 Total charge-offs 390 131 257 776 2,066 Recoveries: Construction and development — — — — — Commercial real estate 7 12 10 752 22 Commercial and industrial 81 — 25 — — Residential real estate — — — — — Consumer and other 5 7 51 218 527 Total recoveries 93 19 86 970 549 Net charge-offs/(recoveries) 297 112 171 (194) 1,517 Provision for loan losses (2,767) 6,929 3,467 — 1,237 Balance, end of period $ 13,888 $ 16,952 $ 10,135 $ 6,839 $ 6,645 Total loans at end of period $ 3,065,329 $ 2,511,508 $ 1,634,939 $ 1,163,207 $ 1,145,714 Average loans (1) 2,761,195 2,109,249 1,365,129 1,218,219 1,110,451 Net charge-offs to average loans 0.01 % 0.01 % 0.01 % (0.02) % 0.14 % Allowance for loan losses to total loans 0.45 % 0.67 % 0.62 % 0.59 % 0.58 % (1) Excludes loans held for sale. Management believes the allowance for loan losses is adequate to provide for losses inherent in the loan portfolio as of December 31, 2022. 56 Table of Contents The following table presents a summary of the allocation of the allowance for loan losses by loan portfolio segment for the periods indicated: December 31, 2022 2021 2020 2019 2018 Allowance for % of Loans to Allowance for % of Loans to Allowance for % of Loans to Allowance for % of Loans to Allowance for % of Loans to (Dollars in thousands) Loan Losses Total Loans Loan Losses Total Loans Loan Losses Total Loans Loan Losses Total Loans Loan Losses Total Loans Construction and Development $ 124 1.6 % $ 100 1.6 % $ 178 2.8 % $ 131 2.7 % $ 235 3.7 % Commercial Real Estate 2,811 21.4 4,146 20.7 5,161 29.2 2,320 36.5 2,601 34.6 Commercial and Industrial 1,326 1.7 4,989 2.9 438 8.4 448 4.6 380 2.9 Residential Real Estate 9,626 75.3 7,717 74.8 4,350 59.6 3,457 56.0 3,042 58.5 Consumer and other 1 — — — 8 — 91 0.2 387 0.3 Unallocated — — — — — — 392 — — — Total allowance for loan losses $ 13,888 100.0 % $ 16,952 100.0 % $ 10,135 100.0 % $ 6,839 100.0 % $ 6,645 100.0 % Investment Securities Our securities portfolio is the third largest component of our interest earning assets.
The following table provides an analysis of the allowance for credit losses, provision for loan losses and net charge-offs for the periods presented below: December 31, (Dollars in thousands) 2023 2022 2021 2020 2019 Balance, beginning of period $ 13,888 $ 16,952 $ 10,135 $ 6,839 $ 6,645 CECL adoption (Day 1) impact 5,055 — — — — Charge-offs: Construction and development — — — — — Commercial real estate 455 — 67 109 237 Commercial and industrial 309 390 64 51 14 Residential real estate — — — — — Consumer and other — — — 97 525 Total charge-offs 764 390 131 257 776 Recoveries: Construction and development — — — — — Commercial real estate 5 7 12 10 752 Commercial and industrial 20 81 — 25 — Residential real estate — — — — — Consumer and other — 5 7 51 218 Total recoveries 25 93 19 86 970 Net charge-offs/(recoveries) 739 297 112 171 (194) Provision for credit losses (92) (2,767) 6,929 3,467 — Balance, end of period $ 18,112 $ 13,888 $ 16,952 $ 10,135 $ 6,839 Total loans at end of period $ 3,150,961 $ 3,065,329 $ 2,511,508 $ 1,634,939 $ 1,163,207 Average loans (1) 3,039,361 2,761,195 2,109,249 1,365,129 1,218,219 Net charge-offs to average loans 0.02 % 0.01 % 0.01 % 0.01 % (0.02) % Allowance for credit losses to total loans 0.57 % 0.45 % 0.67 % 0.62 % 0.59 % (1) Excludes loans held for sale. Management believes the allowance for credit losses is adequate to provide for losses inherent in the loan portfolio as of December 31, 2023. 58 Table of Contents The following table presents a summary of the allocation of the allowance for credit losses by loan portfolio segment for the periods indicated: December 31, 2023 2022 2021 2020 2019 Allowance for % of Loans to Allowance for % of Loans to Allowance for % of Loans to Allowance for % of Loans to Allowance for % of Loans to (Dollars in thousands) Credit Losses Total Loans Credit Losses Total Loans Credit Losses Total Loans Credit Losses Total Loans Credit Losses Total Loans Construction and Development $ 46 0.7 % $ 124 1.6 % $ 100 1.6 % $ 178 2.8 % $ 131 2.7 % Commercial Real Estate 6,876 22.6 2,811 21.4 4,146 20.7 5,161 29.2 2,320 36.5 Commercial and Industrial 588 2.1 1,326 1.7 4,989 2.9 438 8.4 448 4.6 Residential Real Estate 10,597 74.6 9,626 75.3 7,717 74.8 4,350 59.6 3,457 56.0 Consumer and other 5 — 1 — — — 8 — 91 0.2 Unallocated — — — — — — — — 392 — Total allowance for credit losses $ 18,112 100.0 % $ 13,888 100.0 % $ 16,952 100.0 % $ 10,135 100.0 % $ 6,839 100.0 % Investment Securities Our securities portfolio is the third largest component of our interest earning assets.
Our available borrowings under these agreements were $47.5 million at December 31, 2022 and 2021. We did not have any advances outstanding under these agreements for any of the periods presented. We also have access to the Federal Reserve’s discount window in the amount of $10.0 million with no borrowings outstanding as of December 31, 2022 and 2021.
Our available borrowings under these agreements were $47.5 million at December 31, 2023 and 2022. We did not have any advances outstanding under these agreements for any of the periods presented. We also have access to the Federal Reserve’s discount window in the amount of $446.3 million and $28.0 million at December 31, 2023 and 2022, respectively.
This increase was due to consistent loan production and market demand for these types of loans. Commercial real estate loans were $477.4 million, or 29.2%, of our portfolio as of December 31, 2020. Our non-owner occupied commercial real estate loans make up a small percentage of our overall commercial real estate loan portfolio.
This increase was due to consistent loan production and market demand for these types of loans. Commercial real estate loans were $520.5 million, or 20.7%, of our portfolio as of December 31, 2021. Our non-owner occupied commercial real estate loans make up a small percentage of our overall commercial real estate loan portfolio.
The increase was primarily attributable to increased analysis fees and overdraft fees. Other service charges, commissions and fees decreased $4.7 million, or 32.6%, to $9.7 million for year ended December 31, 2022 compared to $14.4 million for the year ended December 31, 2021.
Other service charges, commissions and fees decreased $4.7 million, or 32.6%, to $9.7 million for year ended December 31, 2022 compared to $14.4 million for the year ended December 31, 2021.
Basic and diluted earnings per common share for the year ended December 31, 2021 was $2.41 and $2.39, respectively, compared to $1.42 and $1.41 for the basic and diluted earnings per common share for the same period in 2020. Net Interest Income The management of interest income and expense is fundamental to our financial performance.
Basic and diluted earnings per common share for the year ended December 31, 2022 was $2.46 and $2.44, respectively, compared to $2.41 and $2.39 for the basic and diluted earnings per common share for the year ended December 31, 2021. Net Interest Income The management of interest income and expense is fundamental to our financial performance.
Return on Equity and Assets The following table sets forth our return on average assets, return on average equity, dividend payout ratio and average shareholders’ equity to average assets ratio for the periods indicated: Years Ended December 31, 2022 2021 2020 Return on average assets 1.96 % 2.51 % 2.17 % Return on average equity 19.55 % 23.55 % 16.02 % Dividend payout ratio 24.52 % 19.17 % 28.32 % Average shareholders' equity to average assets 10.05 % 10.65 % 13.52 % For the year ended December 31, 2022, our average equity includes $7.6 million of average accumulated other comprehensive income.
Return on Equity and Assets The following table sets forth our return on average assets, return on average equity, dividend payout ratio and average shareholders’ equity to average assets ratio for the periods indicated: Years Ended December 31, 2023 2022 2021 Return on average assets 1.50 % 1.96 % 2.51 % Return on average equity 14.10 % 19.55 % 23.55 % Dividend payout ratio 35.43 % 24.52 % 19.17 % Average shareholders' equity to average assets 10.63 % 10.05 % 10.65 % For the year ended December 31, 2023 and 2022, our average equity includes $22.1 million and $7.6 million, respectively, of average accumulated other comprehensive income.
The following table presents outstanding financial commitments whose contractual amount represents credit risks as of the dates indicated: December 31, (Dollars in thousands) 2022 2021 Commitments to extend credit $ 62,334 $ 61,345 Standby letters of credit 6,303 4,674 Total off-balance sheet commitments $ 68,637 $ 66,019
The following table presents outstanding financial commitments whose contractual amount represents credit risks as of the dates indicated: December 31, (Dollars in thousands) 2023 2022 Commitments to extend credit $ 68,083 $ 62,334 Standby letters of credit 4,908 6,303 Total off-balance sheet commitments $ 72,991 $ 68,637
For more information, see “Item 1. Business – Regulation and Supervision – Regulation of the Company – Capital Requirements.” The table below summarizes the capital requirements applicable to the Company and the Bank in order to be considered “well-capitalized” from a regulatory perspective, as well as the Company’s and the Bank’s capital ratios as of December 31, 2022 and 2021.
Business – Regulation and Supervision – Regulation of the Company – Capital Requirements.” 63 Table of Contents The table below summarizes the capital requirements applicable to the Company and the Bank in order to be considered “well-capitalized” from a regulatory perspective, as well as the Company’s and the Bank’s capital ratios as of December 31, 2023 and 2022.
We do not intend to sell these securities and it is not more likely than not that we will be required to sell them before recovery of the amortized cost basis, which may be at maturity.
Furthermore, the Company does not intend to sell these securities, and it is not more likely than not that the Company will be required to sell the investment securities before recovery of their amortized cost basis, which may be at maturity.
We put continued effort into gathering 58 Table of Contents noninterest-bearing demand deposits accounts through marketing to our existing and new loan customers, customer referrals, and expansion into new markets. Total deposits increased $403.8 million, or 17.8%, to $2.67 billion at December 31, 2022 compared to $2.26 billion at December 31, 2021.
We put continued effort into gathering noninterest-bearing demand deposits accounts through marketing to our existing and new loan customers, customer referrals, and expansion into new markets. 60 Table of Contents Total deposits increased $64.1 million, or 2.4%, to $2.73 billion at December 31, 2023 compared to $2.67 billion at December 31, 2022.
Equity Securities As of December 31, 2022 and December 31, 2021, the Company had equity securities with carrying values totaling $10.3 million and $11.4 million, respectively.
Equity Securities As of both December 31, 2023 and December 31, 2022, the Company had equity securities with carrying values totaling $10.3 million.
As of December 31, 2022, our construction and development loans comprised $47.8 million, or 1.6%, of total loans, compared to $38.9 million, or 1.6%, of total loans as of December 31, 2021. This compares to $45.7 million, or 2.8%, of total loans as of December 31, 2020. Commercial real estate loans.
As of December 31, 2023, our construction and development loans comprised $23.3 million, or 0.7%, of total loans held for investment, compared to $47.8 million, or 1.6%, of total loans held for investment as of December 31, 2022. This compares to $38.9 million, or 1.6%, of total loans held for investment as of December 31, 2021. Commercial real estate loans.
Our noninterest-bearing demand accounts were 31.3% of total deposits and our interest-bearing deposits accounted for the remaining 68.7% of our deposits as of December 31, 2020. As of December 31, 2022 and 2021, the Company had estimated uninsured deposits of $874.7 million and $619.5 million, respectively.
Our noninterest-bearing demand accounts were 26.2% of total deposits and our interest-bearing deposits accounted for the remaining 73.8% of our deposits as of December 31, 2021. As of December 31, 2023 and 2022, the Company had estimated uninsured deposits of $730.5 million and $874.7 million, respectively.
Government entities and agencies $ 5,059 $ 5,059 $ 6,949 $ 6,949 $ 9,306 $ 9,306 States and political subdivisions 8,121 6,403 8,169 8,361 7,182 7,429 Mortgage-backed GSE residential 9,540 7,783 10,562 10,423 1,368 1,382 Total securities available for sale $ 22,720 $ 19,245 $ 25,680 $ 25,733 $ 17,856 $ 18,117 57 Table of Contents Certain securities have fair values less than amortized cost and, therefore, contain unrealized losses.
Government entities and agencies $ 4,637 $ 4,637 $ 5,059 $ 5,059 $ 6,949 $ 6,949 States and political subdivisions 8,072 6,782 8,121 6,403 8,169 8,361 Mortgage-backed GSE residential 8,669 7,074 9,540 7,783 10,562 10,423 Total securities available for sale $ 21,378 $ 18,493 $ 22,720 $ 19,245 $ 25,680 $ 25,733 59 Table of Contents Certain securities have fair values less than amortized cost and, therefore, contain unrealized losses.
The weighted average LTV of nonaccrual residential real estate loans was approximately 51.4% at December 31, 2022. December 31, (Dollars in thousands) 2022 2021 2020 2019 2018 Nonaccrual loans $ 10,065 $ 8,759 $ 10,203 $ 12,236 $ 5,667 Past due loans 90 days or more and still accruing 180 342 — — — Accruing troubled debt restructured loans 9,919 2,697 2,891 2,459 3,298 Total nonperforming loans 20,164 11,798 13,094 14,695 8,965 Other real estate owned 4,328 3,618 3,844 423 — Total nonperforming assets $ 24,492 $ 15,416 $ 16,938 $ 15,118 $ 8,965 Nonperforming loans to gross loans 0.66 % 0.47 % 0.80 % 1.26 % 0.78 % Nonperforming assets to total assets 0.71 % 0.50 % 0.89 % 0.93 % 0.63 % Allowance for loan losses to nonperforming loans 68.88 % 143.69 % 77.40 % 46.54 % 74.12 % 54 Table of Contents Allowance for loan losses The allowance for loan losses is an estimate of probable incurred losses in the loan portfolio.
The weighted average LTV of nonaccrual residential real estate loans was approximately 52.8% at December 31, 2023. December 31, (Dollars in thousands) 2023 2022 2021 2020 2019 Nonaccrual loans $ 14,682 $ 10,065 $ 8,759 $ 10,203 $ 12,236 Past due loans 90 days or more and still accruing — 180 342 — — Accruing restructured loans 22,233 9,919 2,697 2,891 2,459 Total nonperforming loans 36,915 20,164 11,798 13,094 14,695 Other real estate owned 1,466 4,328 3,618 3,844 423 Total nonperforming assets $ 38,381 $ 24,492 $ 15,416 $ 16,938 $ 15,118 Nonperforming loans to gross loans 1.17 % 0.66 % 0.47 % 0.80 % 1.26 % Nonperforming assets to total assets 1.10 % 0.71 % 0.50 % 0.89 % 0.93 % Allowance for credit losses to nonperforming loans 49.06 % 68.88 % 143.69 % 77.40 % 46.54 % 56 Table of Contents Allowance for credit losses The allowance for credit losses was $18.1 million at December 31, 2023 compared to $13.9 million at December 31, 2022, an increase of $4.2 million, or 30.4%.
The increase was consistent with the continued growth of our loans and deposit. Other expenses for the year ended December 31, 2022 were $13.3 million compared to $11.6 million for the year ended December 31, 2021, an increase of $1.7 million, or 14.3%.
The increase was consistent with the continued growth of our loans and deposit. Other expenses for the year ended December 31, 2022 were $12.2 million compared to $11.5 million for the year ended December 31, 2021, an increase of $690,000, or 6.0%.
Other noninterest income was $2.1 million for the year ended December 31, 2022 compared to $1.4 million for the year ended December 31, 2021, an increase of $741,000, or 53.0%.
Other noninterest income was $2.7 million for the year ended December 31, 2023 compared to $1.1 million for the year ended December 31, 2022, an increase of $1.7 million, or 159.0%.
The average accumulated other comprehensive icome balance had little to no impact on the return on average equity for the years ended December 31, 2021 and 2020. Financial Condition Total assets increased $321.1 million, or 10.3%, to $3.43 billion at December 31, 2022 as compared to $3.11 billion at December 31, 2021.
The average accumulated other comprehensive income balance had little to no impact on the return on average equity for the years ended December 31, 2021. Financial Condition Total assets increased $75.6 million, or 2.2%, to $3.50 billion at December 31, 2023 as compared to $3.43 billion at December 31, 2022.
Year ended December 31, 2021 compared to year ended December 31, 2020 Salaries and employee benefits expense for the year ended December 31, 2021 was $30.1 million compared to $25.5 million for the year ended December 31, 2020, an increase of $4.6 million, or 18.1%.
Year ended December 31, 2022 compared to year ended December 31, 2021 Salaries and employee benefits expense for the year ended December 31, 2022 was $30.5 million compared to $30.1 million for the year ended December 31, 2021, an increase of $390,000, or 1.3%.
The determination of the amount is complex and involves a high degree of judgment and subjectivity. Year ended December 31, 2022 compared to year ended December 31, 2021 We recorded a credit provision for loan losses of $2.8 million during the year ended December 31, 2022 compared to $6.9 million provision expense recorded during the year ended December 31, 2021.
Year ended December 31, 2022 compared to year ended December 31, 2021 We recorded a credit provision for loan losses of $2.8 million during the year ended December 31, 2022 compared to $6.9 million provision expense recorded during the year ended December 31, 2021.
Included in commercial and industrial loans were PPP loans with outstanding balances totaling $713,000 and $31.0 million as of December 31, 2022 and 2021, respectively. 50 Table of Contents The following table presents the ending balance of each major category in our loan portfolio at the dates indicated. December 31, 2022 2021 2020 2019 2018 (Dollars in thousands) Amount % of Total Amount % of Total Amount % of Total Amount % of Total Amount % of Total Construction and Development $ 47,779 1.6 % $ 38,857 1.6 % $ 45,653 2.8 % $ 31,739 2.7 % $ 42,718 3.7 % Commercial Real Estate 657,246 21.4 520,488 20.7 477,419 29.2 424,950 36.5 396,598 34.6 Commercial and Industrial 53,173 1.7 73,072 2.9 137,239 8.4 53,105 4.6 33,100 2.9 Residential Real Estate 2,306,915 75.3 1,879,012 74.8 974,445 59.6 651,645 56.0 670,341 58.5 Consumer and other 216 0.0 79 0.0 183 0.0 1,768 0.2 2,957 0.3 Total gross loans 3,065,329 100.0 % 2,511,508 100.0 % 1,634,939 100.0 % 1,163,207 100.0 % 1,145,714 100.0 % Unearned income (9,640) (6,438) (4,595) (2,045) (2,139) Allowance for loan losses (13,888) (16,952) (10,135) (6,839) (6,645) Total loans, net $ 3,041,801 $ 2,488,118 $ 1,620,209 $ 1,154,323 $ 1,136,930 The following table presents the maturity distribution of our loans as of December 31, 2022.
The following table presents the ending balance of each major category in our loan portfolio held for investment as of the dates indicated. December 31, 2023 2022 2021 2020 2019 (Dollars in thousands) Amount % of Total Amount % of Total Amount % of Total Amount % of Total Amount % of Total Construction and Development $ 23,262 0.7 % $ 47,779 1.6 % $ 38,857 1.6 % $ 45,653 2.8 % $ 31,739 2.7 % Commercial Real Estate 711,177 22.6 657,246 21.4 520,488 20.7 477,419 29.2 424,950 36.5 Commercial and Industrial 65,904 2.1 53,173 1.7 73,072 2.9 137,239 8.4 53,105 4.6 Residential Real Estate 2,350,299 74.6 2,306,915 75.3 1,879,012 74.8 974,445 59.6 651,645 56.0 Consumer and other 319 0.0 216 0.0 79 0.0 183 0.0 1,768 0.2 Total gross loans 3,150,961 100.0 % 3,065,329 100.0 % 2,511,508 100.0 % 1,634,939 100.0 % 1,163,207 100.0 % Unearned income (8,856) (9,640) (6,438) (4,595) (2,045) Allowance for credit losses (18,112) (13,888) (16,952) (10,135) (6,839) Total loans, net $ 3,123,993 $ 3,041,801 $ 2,488,118 $ 1,620,209 $ 1,154,323 The following table presents the maturity distribution of our loans held for investment as of December 31, 2023.
As of December 31, 2022, 22.9% of total deposits were comprised of noninterest-bearing demand accounts and 77.1% of interest-bearing deposit accounts compared to 26.2% and 73.8% as of December 31, 2021, respectively. Total deposits increased $783.1 million, or 52.9%, to $2.26 billion at December 31, 2021 compared to $1.48 billion at December 31, 2020.
As of December 31, 2023, 18.7% of total deposits were comprised of noninterest-bearing demand accounts and 81.3% of interest-bearing deposit accounts compared to 22.9% and 77.1% as of December 31, 2022, respectively. Total deposits increased $403.8 million, or 17.8%, to $2.67 billion at December 31, 2022 compared to $2.26 billion at December 31, 2021.
During the year ended December 31, 2022 and 2021, we recognized an unrealized loss of $1.1 million and $114,000, respectively, in net income on our equity securities. No unrealized gains or losses on equity securities were recognized in net income during the year ended December 31, 2020.
During the years ended December 31, 2023, 2022 and 2021, we recognized an unrealized gain of $35,000, an unrealized loss of $1.1 million and an unrealized loss of $114,000, respectively, in net income on our equity securities.
Basic and diluted earnings per common share for the year ended December 31, 2022 was $2.46 and $2.44, respectively, compared to $2.41 and $2.39 for the basic and diluted earnings per common share for the same period in 2021.
Basic and diluted earnings per common share for the year ended December 31, 2023 was $2.05 and $2.02, respectively, compared to $2.46 and $2.44 for the basic and diluted earnings per common share for the year ended December 31, 2022.
Noninterest Income Noninterest income is an important component of our total revenues. A portion of our noninterest income is associated with SBA and residential mortgage lending activity, consisting of gains on the sale of loans sold in the secondary market and servicing income from loans sold with servicing rights retained.
An important portion of our noninterest income is associated with SBA and residential mortgage lending activity, consisting of gains on the sale of loans sold in the secondary market and servicing income from loans sold with servicing rights retained. Other sources of noninterest income include service charges on deposit accounts and other service charges, commissions and fees.
Year ended December 31, 2021 compared to year ended December 31, 2020 Service charges on deposit accounts were $1.7 million for the year ended December 31, 2021 compared to $1.3 million for the year ended December 31, 2020, an increase of $384,000, or 29.3%. The increase was primarily attributable to increased analysis fees and wire transfer fees.
Year ended December 31, 2022 compared to year ended December 31, 2021 Service charges on deposit accounts were $2.0 million for the year ended December 31, 2022 compared to $1.7 million for the year ended December 31, 2021, an increase of $295,000, or 17.4%. The increase was primarily attributable to increased analysis fees and overdraft fees.
Nonaccrual loans at December 31, 2021 comprised of $3.7 million of commercial real estate loans, $152,000 in commercial and industrial loans and $4.9 million in residential real estate loans.
Nonaccrual loans at December 31, 2022 comprised of $4.9 million of commercial real estate loans, $136,000 in commercial and industrial loans and $5.0 million in residential real estate loans.
The increase was due to a $38.1 million increase in net interest income and a $6.6 million increase in noninterest income, offset by a $3.5 million increase in provision for loan losses, a $7.3 million increase in noninterest expense and a $8.6 million increase in provision for income taxes.
The decrease was due to a $18.1 million decrease in net interest income and a $2.8 million increase in provision for credit losses, offset by a $8.3 million decrease in provision for income taxes, a $1.6 million decrease in noninterest expense and an $86,000 increase noninterest income.
At December 31, 2022, approximately 89.6% of our commercial real estate loans were owner-occupied. As of December 31, 2022, our loans secured by commercial real estate were $657.2 million, or 21.4%, of total loans compared to $520.5 million, or 20.7%, as of December 31, 2021.
At December 31, 2023, approximately 92.4% of our commercial real estate loans were owner-occupied. As of December 31, 2023, our loans secured by commercial real estate were $711.2 million, or 22.6%, of total loans held for investment compared to $657.2 million, or 21.4%, as of December 31, 2022.
The advances from the FHLB are collateralized by residential real estate loans. At December 31, 2022 and 2021, we had $375.0 million and $500.0 million, respectively, of outstanding advances from the FHLB.
The advances from the FHLB are collateralized by our residential real estate loans. At December 31, 2023 and December 31, 2022, we had available borrowing capacity from the FHLB of $721.1 million and $633.6 million, respectively. At December 31, 2023 and 2022, we had $325.0 million and $375.0 million, respectively, of outstanding advances from the FHLB.
We also maintain relationships in the capital markets with brokers to issue certificates of deposit and money market accounts. Liquidity Liquidity refers to the measure of our ability to meet the cash flow requirements of depositors and borrowers, while at the same time meeting our operating, capital and strategic cash flow needs, all at a reasonable cost.
Liquidity Liquidity refers to the measure of our ability to meet the cash flow requirements of depositors and borrowers, while at the same time meeting our operating, capital and strategic cash flow needs, all at a reasonable cost.
The following table summarizes our average deposit balances and weighted average rates for the years ended December 31, 2022, 2021 and 2020: Year Ended December 31, 2022 2021 2020 Weighted Weighted Weighted Average Average Average Average Average Average (Dollars in thousands) Balance Rate Balance Rate Balance Rate Noninterest-bearing demand deposits $ 599,340 — % $ 559,797 — % $ 394,338 — % Interest-bearing demand deposits 159,277 0.62 84,502 0.19 48,702 0.20 Savings and money market deposits 695,758 1.21 394,553 0.34 250,605 0.71 Brokered money market deposits 461,465 1.66 360,156 0.11 17,936 0.12 Time deposits 513,867 1.25 499,856 0.41 596,325 1.51 Total interest-bearing deposits 1,830,367 1.29 1,339,067 0.29 913,568 1.20 Total deposits $ 2,429,707 0.97 % $ 1,898,864 0.21 % $ 1,307,906 0.83 % The following table sets forth the scheduled maturities of time deposits of $250,000 or greater as of December 31, 2022: (Dollars in thousands) December 31, 2022 Remaining maturity: Three months or less $ 11,814 Over three through six months 22,020 Over six through twelve months 282,165 Over twelve months 75,634 Total time deposits $250,000 or greater $ 391,633 59 Table of Contents Borrowed Funds Other than deposits, the Company utilizes FHLB advances as a supplementary funding source to finance our operations.
The following table summarizes our average deposit balances and weighted average rates for the years ended December 31, 2023, 2022 and 2021: Year Ended December 31, 2023 2022 2021 Weighted Weighted Weighted Average Average Average Average Average Average (Dollars in thousands) Balance Rate Balance Rate Balance Rate Noninterest-bearing demand deposits $ 555,840 — % $ 599,340 — % $ 559,797 — % Interest-bearing demand deposits 132,033 1.70 159,277 0.62 84,502 0.19 Savings and money market deposits 509,443 2.82 695,758 1.21 394,553 0.34 Brokered money market deposits 511,427 5.47 461,465 1.66 360,156 0.11 Time deposits 940,911 3.83 513,867 1.25 499,856 0.41 Total interest-bearing deposits 2,093,814 3.85 1,830,367 1.29 1,339,067 0.29 Total deposits $ 2,649,654 3.04 % $ 2,429,707 0.97 % $ 1,898,864 0.21 % The following table sets forth the scheduled maturities of time deposits of $250,000 or greater as of December 31, 2023: (Dollars in thousands) December 31, 2023 Remaining maturity: Three months or less $ 148,923 Over three through six months 95,782 Over six through twelve months 227,496 Over twelve months 14,697 Total time deposits $250,000 or greater $ 486,898 61 Table of Contents Borrowed Funds Other than deposits, the Company utilizes FHLB advances as a supplementary funding source to finance our operations.
Additional information about these policies can be found in Note 1 of our consolidated financial statements as of December 31, 2022, included elsewhere in this Annual Report on Form 10-K. Allowance for Loan Losses The ALL is a valuation allowance for probable incurred credit losses.
Additional information about these policies can be found in Note 1 of our consolidated financial statements as of December 31, 2023, included elsewhere in this Annual Report on Form 10-K. Reserve for Credit Losses A consequence of lending activities is that we may incur credit losses.
During the year ended December 31, 2021, we recorded fair value impairment recovery of $478,000 on our mortgage servicing assets compared to a fair value impairment of $641,000 recorded during the year ended December 31, 2020. Our total residential mortgage loan servicing portfolio was $608.2 million at December 31, 2021 compared to $961.7 million at December 31, 2020.
During the year ended December 31, 2022, we recorded a fair value impairment recovery of $163,000. Our total residential mortgage loan servicing portfolio was $443.1 million at December 31, 2023 compared to $526.7 million at December 31, 2022.
Average earning assets increased by $692.4 million, primarily due to an increase of $661.4 million in average loans and an increase of $31.0 million in average total investments. Average interest-bearing liabilities increased by $641.5 million as average interest-bearing deposits increased by $491.3 million and average borrowings increased by $150.2 million.
Average earning assets increased by $692.4 million, primarily due to an increase of $661.4 million in average loans and an increase of $31.0 million in average total investments.
The Company’s effective tax rates for the years ended December 31, 2022, 2021 and 2020 were 31.4%, 25.3% and 25.4%, respectively.
Income Tax Expense Income tax expense for the years ended December 31, 2023, 2022 and 2021 was $20.4 million, $28.6 million and $20.9 million, respectively. The Company’s effective tax rates for the years ended December 31, 2023, 2022 and 2021 were 28.3%, 31.4% and 25.3%, respectively.
The increase is mainly attributable to higher underwriting, processing and origination fees earned from our origination of residential mortgage loans as mortgage volume significantly increased during the year ended December 31, 2021 compared to the year ended December 31, 2020.
The decrease is mainly attributable 48 Table of Contents to lower underwriting, processing and origination fees earned from our origination of residential mortgage loans as mortgage volume declined during the year ended December 31, 2023 compared to the year ended December 31, 2022.
Our loan growth during the year ended December 31, 2022 was comprised of an increase of $8.9 million, or 23.0%, in construction and development loans, an increase of $136.8 million, or 26.3%, in commercial real estate loans, a decrease of $19.9 million, or 27.2 %, in commercial and industrial loans, an increase of $427.9 million, or 22.8%, in residential real estate loans and an increase of $137,000, or 173.4%, in consumer and other loans.
Our loan growth during the year ended December 31, 2023 was comprised of a decrease of $24.5 million, or 51.3%, in construction and development loans, an increase of $53.9 million, or 8.2%, in commercial real estate loans, an increase of $12.7 million, or 23.9%, in commercial and industrial loans, an increase of $43.4 million, or 1.9%, in residential real estate loans and an increase of $103,000, or 47.7%, in consumer and other loans.
Loans Our loans represent the largest portion of our earning assets, substantially greater than the securities portfolio or any other asset category, and the quality and diversification of the loan portfolio is an important consideration when reviewing our financial condition.
Our investment securities portfolio made up only 0.82% of our total assets at December 31, 2023 compared to 0.86% at December 31, 2022. 52 Table of Contents Loans Our loans represent the largest portion of our earning assets, substantially greater than the securities portfolio or any other asset category, and the quality and diversification of the loan portfolio is an important consideration when reviewing our financial condition.
This decrease is primarily attributable to a 91 basis points decrease in deposit costs, which includes a 47 basis points decrease in the average yield on money market deposits and a 110 basis points decrease in the average yield on time deposits.
This increase is primarily attributable to a $263.4 million increase in average deposit balances and a 256 basis points increase in deposit costs, which includes a 279 basis points increase in the average yield on money market deposits and an 258 basis points increase in the average yield on time deposits.
Included in mortgage loan servicing income for the year ended December 31, 2021 was $4.7 million in mortgage servicing fees compared to $6.4 million for 2020, and capitalized mortgage servicing assets of $0 for the year ended December 31, 2021 compared to $1.0 million for 2020.
Included in mortgage loan servicing income for the year ended December 31, 2023 was $2.5 million in mortgage servicing fees compared to $3.2 million for 2022, and capitalized mortgage servicing assets of $0 for the year ended December 31, 2023 compared to $761,000 for 2022.