Biggest changeAt December 31, (dollars in thousands, except per share data) 2022 2021 Selected financial condition data: Total assets $ 4,147,464 $ 4,314,209 Investment securities $ 1,774,303 $ 1,509,790 Loans, net of allowance for credit losses on loans 1 $ 2,069,563 $ 2,232,622 Deposits $ 3,573,348 $ 3,808,550 Borrowings and other obligations $ 112,439 $ 419 Stockholders' equity $ 412,092 $ 450,368 Asset quality ratios: Allowance for credit losses to total loans 1.10 % 1.02 % Allowance for credit losses to total loans, excluding SBA PPP loans 2 1.10 % 1.07 % Allowance for credit losses to non-accrual loans 9.45x 2.75x Non-accrual loans to total loans 0.12 % 0.37 % Capital ratios: Tangible common equity to tangible assets 8.21 % 8.76 % Total capital (to risk-weighted assets) 15.90 % 14.58 % Tier 1 capital (to risk-weighted assets) 15.02 % 13.70 % Tier 1 capital (to average assets) 9.60 % 8.85 % Common equity Tier 1 capital (to risk-weighted assets) 15.02 % 13.70 % Other data: Loan-to-deposit ratio 58.56 % 59.23 % Number of branches 31 31 Full-time equivalent employees 313 328 For the Years Ended December 31, (dollars in thousands, except per share data) 2022 2021 2020 Selected operating data: Net interest income $ 127,492 $ 104,951 $ 96,659 (Reversals of) provision for credit losses on loans and unfunded loan commitments, net (381) (2,441) 6,164 Non-interest income 10,905 10,132 8,550 Non-interest expense 3 75,269 72,638 58,458 Net income 3 46,586 33,228 30,242 Net income per common share: Basic $ 2.93 $ 2.32 $ 2.24 Diluted $ 2.92 $ 2.30 $ 2.22 Performance and other financial ratios: Return on average assets 1.08 % 0.94 % 1.04 % Return on average equity 11.16 % 8.43 % 8.60 % Tax-equivalent net interest margin 3.11 % 3.17 % 3.55 % Cost of deposits 0.06 % 0.07 % 0.11 % Efficiency ratio 54.39 % 63.12 % 55.56 % Cash dividend payout ratio on common stock 4 33.45 % 40.52 % 41.07 % Cash dividends per common share $ 0.98 $ 0.94 $ 0.92 1 Includes SBA PPP loans of $3.5 million at December 31, 2022 and $111.2 million at December 31, 2021. 2 The allowance for credit losses to total loans, excluding SBA-guaranteed PPP loans, is considered a meaningful non-GAAP financial measure, as it represents only those loans that were considered in the calculation of the allowance for credit losses.
Biggest changeAt December 31, (dollars in thousands, except per share data) 2023 2022 Selected financial condition data: Total assets $ 3,803,903 $ 4,147,464 Investment securities $ 1,477,226 $ 1,774,303 Loans, net of allowance for credit losses on loans $ 2,048,548 $ 2,069,563 Deposits $ 3,290,075 $ 3,573,348 Borrowings and other obligations $ 26,298 $ 112,439 Stockholders' equity $ 439,062 $ 412,092 Book value per share $ 27.17 $ 25.71 Asset quality ratios: Allowance for credit losses to total loans 1.21 % 1.10 % Allowance for credit losses to non-accrual loans 3.15x 9.45x Non-accrual loans to total loans 0.39 % 0.12 % Classified loans (graded substandard and doubtful) as a percentage of total loans 1.56 % 1.34 % Capital ratios: Equity to total assets 11.54 % 9.94 % Tangible common equity to tangible assets 9.73 % 8.21 % Total capital (to risk-weighted assets) 16.89 % 15.90 % Tier 1 capital (to risk-weighted assets) 15.91 % 15.02 % Tier 1 capital (to average assets) 10.46 % 9.60 % Common equity Tier 1 capital (to risk-weighted assets) 15.91 % 15.02 % Other data: Loan-to-deposit ratio 63.03 % 58.56 % Number of branches 27 31 Full-time equivalent employees 329 313 For the Years Ended December 31, (dollars in thousands, except per share data) 2023 2022 2021 Selected operating data: Net interest income $ 102,761 $ 127,492 $ 104,951 Provision for (reversal of) credit losses on loans 2,575 (63) (1,449) Reversal of credit losses on unfunded loan commitments (342) (318) (992) Non-interest income 4,989 10,905 10,132 Non-interest expense 79,481 75,269 72,638 Net income 19,895 46,586 33,228 Net income per common share: Basic $ 1.24 $ 2.93 $ 2.32 Diluted $ 1.24 $ 2.92 $ 2.30 Performance and other financial ratios: Return on average assets 0.49 % 1.08 % 0.94 % Return on average equity 4.69 % 11.16 % 8.43 % Tax-equivalent net interest margin 2.63 % 3.11 % 3.17 % Cost of deposits 0.74 % 0.06 % 0.07 % Efficiency ratio 73.76 % 54.39 % 63.12 % Net charge-offs (recoveries) $ 386 $ (23) $ (93) Net charge-offs (recoveries) to average loans 0.02 % NM NM Cash dividend payout ratio on common stock 1 80.65 % 33.45 % 40.52 % Cash dividends per common share $ 1.00 $ 0.98 $ 0.94 1 Calculated as cash dividends per common share divided by basic net income per common share.
The allowance for losses on unfunded loan commitments is based on estimates of probability that these commitments will be drawn upon according to historical utilization experience, expected loss severity and loss rates as determined for pooled funded loans. The allowance for credit losses on unfunded commitments is a liability account included in interest payable and other liabilities.
The allowance for losses on unfunded loan commitments is based on estimates of the probability that these commitments will be drawn upon according to historical utilization experience, expected loss severity, and loss rates as determined for pooled funded loans. The allowance for credit losses on unfunded commitments is a liability account included in interest payable and other liabilities.
When observable market prices and data are not fully available, management judgment is necessary to estimate fair value. In addition, changes in the market conditions may reduce the availability of quoted prices or observable data. Therefore, when market data is not available, we use valuation techniques that require more management judgment to estimate the appropriate fair value measurement.
When observable market prices and data are not fully available, management judgment is necessary to estimate fair value. In addition, changes in market conditions may reduce the availability of quoted prices or observable data. Therefore, when market data is not available, we use valuation techniques that require more management judgment to estimate the appropriate fair value measurement.
The $22.5 million increase from the prior year was primarily due to higher balances in the investment and commercial real estate loan portfolios, which added $18.4 million and $6.1 million, respectively, to net interest income. Additionally, 2022 incorporated a full year of net interest income from acquired earning assets of AMRB, compared to five months in 2021.
The $22.5 million increase from the prior year was primarily due to higher balances in the investment and commercial real estate loan portfolios, which added $18.4 million and $6.1 million, respectively, to net interest income. Additionally, 2022 incorporated a full year of net interest income from the acquired earning assets of AMRB, compared to five months in 2021.
The large majority of the variable-rate loans are tied to independent indices (such as the Prime Rate or a Treasury Constant Maturity Rate). Most loans with original terms of more than five years have provisions for the fixed rates to reset, or convert to variable rates, after three, five or seven years. These loans are included in variable-rate balances below.
The large majority of variable-rate loans are tied to independent indices, such as the Prime Rate or a Treasury Constant Maturity Rate. Most loans with original terms of more than five years have provisions for the fixed rates to reset, or convert to variable rates, after three, five or seven years. These loans are included in the variable-rate balances below.
The net reversal of the provision in 2022 was largely due to a $55.4 million decrease in applicable loan balances (excludes the $107.7 million decrease in PPP loans for which there was no allowance) and improvements in the Moody's Analytics' Baseline Forecast of California unemployment rates since December 31, 2021, which decreased the quantitative "modeled" allowance for credit losses.
The provision reversal in 2022 was largely due to a $55.4 million decrease in applicable loan balances (excludes the $107.7 million decrease in PPP loans for which there was no allowance) and improvements in Moody's Analytics' Baseline Forecast of California unemployment rates since December 31, 2021, which decreased the quantitative "modeled" allowance for credit losses.
Non-Accrual and TDR Non-accrual loans decreased by $5.9 million in 2022, primarily due to the payoff of two owner-occupied commercial real estate loans totaling $7.1 million and paydowns and the upgrade of a $695 thousand loan to accrual status as a result of improved financial condition and performance, partially offset by $2.0 million in loans designated as non-accrual in 2022.
Non-accrual loans decreased by $5.9 million in 2022, primarily due to the payoff of two owner-occupied commercial real estate loans totaling $7.1 million and paydowns and the upgrade of a $695 thousand loan to accrual status as a result of improved financial condition and performance, partially offset by $2.0 million in loans designated as non-accrual in 2022.
These decreases were partially offset by $27.8 million in downgrades from pass to special mention and $695 thousand in upgrades from substandard to special mention during 2022. Of the $27.8 million in 42 downgrades to special mention, $22.5 million (or 81%) was well-secured by commercial real estate and the remaining $5.3 million commercial loans had strong support .
These decreases were partially offset by $27.8 million in downgrades from pass to special mention and $695 thousand in upgrades from substandard to special mention during 2022. Of the $27.8 million in downgrades to special mention, $22.5 million (or 81%) was well-secured by commercial real estate, and the remaining $5.3 million commercial loans had strong support .
The classification of assets and liabilities 24 within the hierarchy is based on whether the inputs to the valuation methodology used in the measurement are observable or unobservable. Observable inputs reflect market-driven or market-based information obtained from independent sources, while unobservable inputs reflect our estimates about market data.
The classification of assets and liabilities within the hierarchy is based on whether the inputs to the valuation methodology used in the measurement are observable or unobservable. Observable inputs reflect market-driven or market-based information obtained from independent sources, while unobservable inputs reflect our estimates about market data.
Our Asset Liability Management Committee 45 ("ALCO"), which is comprised of independent Bank directors and the Bank's Chief Executive Officer, is responsible for approving and monitoring our liquidity targets and strategies.
Our Asset Liability Management Committee ("ALCO"), which is comprised of independent Bank directors and the Bank's Chief Executive Officer, is responsible for approving and monitoring our liquidity targets and strategies.
MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following discussion of financial condition as of December 31, 2022 and 2021 and results of operations for each of the years in the three-year period ended December 31, 2022 should be read in conjunction with our consolidated financial statements and related notes thereto, included in Part II ITEM 8 of this report.
MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following discussion of financial condition as of December 31, 2023 and 2022 and results of operations for each of the years in the three-year period ended December 31, 2023 should be read in conjunction with our consolidated financial statements and related notes thereto, included in Part II ITEM 8 of this report.
Management estimates these allowances quarterly using relevant available information, from 23 internal and external sources, relating to past events, current conditions, and reasonable and supportable forecasts. Credit loss experience among the Bank and peer groups provides the basis for the estimation of expected credit losses.
Management estimates these allowances quarterly using relevant available information, from internal and external sources, relating to past events, current conditions, and reasonable and supportable forecasts. 25 Credit loss experience among the Bank and peer groups provides the basis for the estimation of expected credit losses.
The net provision reversal in 2021 was primarily due to continued improvements in Moody's Analytics' Baseline Forecast of California unemployment rates and adjustments to qualitative risk factors due to a decline in the volume of loans downgraded to substandard classification, fewer delinquencies, and the elimination of an allowance related to a commercial real estate loan that had been individually analyzed for potential credit losses in the previous periods and paid off in 2021.
The provision reversal in 2021 was primarily due to continued improvements in Moody's Analytics' Baseline Forecast of California unemployment rates at the time, and adjustments to qualitative risk factors due to a decline in the volume of loans downgraded to substandard classification, fewer delinquencies, and the elimination of an allowance related to a commercial real estate loan that had been individually analyzed for potential credit losses in the previous periods and paid off in 2021.
Bancorp's share repurchase program and activity are discussed in detail in ITEM 5 and in Note 8 to the Consolidated Financial Statements in ITEM 8 of this report. We expect to maintain strong capital levels and do not expect that we will be required to raise additional capital in 2023.
Bancorp's share repurchase program and activity are discussed in detail in ITEM 5 and in Note 8 to the Consolidated Financial Statements in ITEM 8 of this report. We expect to maintain strong capital levels and do not expect that we will be required to raise additional capital in 2024.
The attraction and retention of new deposits depends upon the variety and effectiveness of our customer account products, service and convenience, rates paid to customers, and our financial strength. The cash cycles and unique business activities of some of our large commercial depositors may cause short-term fluctuations in their deposit balances held with us.
The attraction and retention of deposits depends on the variety and effectiveness of our customer account products, service and convenience, rates paid to customers, and our financial strength. The cash cycles and unique business activities of some of our large commercial depositors may cause short-term fluctuations in their deposit balances held with us.
Therefore, no valuation allowance was established as of December 31, 2022 or 2021. For additional information, refer to Note 11 to the Consolidated Financial Statements in ITEM 8 of this report. We held $16.7 million of FHLB stock recorded at cost in other assets at December 31, 2022 and 2021.
Therefore, no valuation allowance was established as of December 31, 2023 or 2022. For additional information, refer to Note 11 to the Consolidated Financial Statements in ITEM 8 of this report. We held $16.7 million of FHLB stock recorded at cost in other assets at both December 31, 2023 and 2022.
This impact does not consider other assumption changes to either the quantitative factors, such as probability of default, loss given default, loan mix or cash flows, prepayment/curtailment rates, and individually analyzed loans, or qualitative factors as discussed in Note 1 - Summary of Significant Accounting Policies.
This impact does not consider changes to other assumptions for either the quantitative factors, such as probability of default, loss given default, loan mix or cash flows, prepayment/curtailment rates, and individually analyzed loans, or qualitative factors as discussed in Note 1 - Summary of Significant Accounting Policies.
Our anticipated sources of capital in 2023 include future earnings and shares issued under the stock-based compensation program. Liquidity and Capital Resources The goal of liquidity management is to provide adequate funds to meet loan demand and to fund operating activities and deposit withdrawals.
Our anticipated sources of capital in 2024 include future earnings and shares issued under the stock-based compensation program. 47 Liquidity and Capital Resources The goal of liquidity management is to provide adequate funds to meet loan demand and fund operating activities and deposit withdrawals.
Deferred tax assets consist primarily of tax benefits expected to be realized in future periods related to temporary differences such as the allowances for credit losses and unfunded loan commitments, net operating loss carryforwards, and deferred compensation and salary continuation plans.
Deferred tax assets consist primarily of tax benefits expected to be realized in future periods related to temporary differences such as allowances for credit losses and unfunded loan commitments, net operating loss carryforwards, and deferred compensation and salary continuation obligations.
Since Bancorp is a holding company and does not conduct regular banking operations, its primary sources of liquidity are dividends from the Bank.
Because Bancorp is a holding company and does not conduct regular banking operations, its primary sources of liquidity are dividends from the Bank.
Net interest income is affected by changes in general market interest rates and by changes in the amounts and composition of interest-earning assets and interest-bearing liabilities. Interest rate changes can create fluctuations in net interest income and/or margin due to an imbalance in the timing of repricing or maturity of assets or liabilities.
Net interest income is impacted by changes in general market interest rates and by changes in the composition of interest-earning assets and interest-bearing liabilities. Interest rate changes can create fluctuations in net interest income and/or margin due to an imbalance in the timing of repricing or maturity of assets and liabilities.
Provisions also reflect permanent differences between income for tax and financial reporting purposes (such as earnings on tax exempt loans and municipal securities, BOLI, low-income housing tax credits, and stock-based compensation from the exercise of stock options, disqualifying dispositions of incentive stock options and vesting of restricted stock awards).
Provisions also reflect permanent differences between income for tax and financial reporting purposes (such as earnings on tax exempt loans and municipal securities, bank-owned life insurance ("BOLI"), low-income housing tax credits, and stock-based compensation from the exercise of stock options, disqualifying dispositions of incentive stock options and vesting of restricted stock awards).
Our allowance model is particularly sensitive to forecasted and seasonally-adjusted actual California unemployment rates, which decreased to 4.1% at December 31, 2022 from 5.8% at December 31, 2021. The ACL model incorporates a one-year forecast. For periods beyond the forecast horizon the economic factors revert to historical averages on a straight-line basis over a one-year period.
Our allowance model is particularly sensitive to forecasted and seasonally-adjusted actual California unemployment rates, which increased to 5.1% at December 31, 2023, from 4.1% at December 31, 2022. The ACL model incorporates a one-year forecast. For periods beyond the forecast horizon, the economic factors revert to historical averages on a straight-line basis over a one-year period.
Decreases in both the deferred compensation plan and SERP liabilities in 2022 mainly resulted from increases in benefit payments to retired employees. In addition, we increased the discount rate on the SERP payments to reflect market conditions, which reduced the present value of the SERP obligation.
Decreases in both the deferred compensation plans and SERP liabilities in 2023 mainly resulted from increases in benefit payments to retired employees. In addition, we increased the discount rate on the SERP payments to reflect market conditions, which reduced the present value of the SERP obligation.
We manage interest rate risk exposure with the goal of optimizing the effect of interest rate volatility on net interest income. Net interest margin is expressed as net interest income divided by average interest-earning assets. Net interest rate spread is the difference between the average rate earned on total interest-earning assets and the average rate incurred on total interest-bearing liabilities.
We manage interest rate risk exposure with the goal of minimizing the impact of interest rate volatility on net interest income. Net interest margin is expressed as net interest income divided by average interest-earning assets. Net interest rate spread is the difference between the average rate earned on total interest-earning assets and the average rate incurred on total interest-bearing liabilities.
The amortized portion of net loan origination fees is included in interest income on loans, representing an adjustment to the yield. 5 2021 interest on the subordinated debenture included $1.3 million in accelerated discount accretion from the early redemption of our last subordinated debenture on March 15, 2021. 6 Average balances and rate consider $13.9 million in FHLB borrowings acquired from AMRB that were redeemed on August 25, 2021. 30 Analysis of Changes in Net Interest Income The following table presents the effects of changes in average balances (volume) or changes in average rates on tax-equivalent net interest income for the years indicated.
The amortized portion of net loan origination fees is included in interest income on loans, representing an adjustment to the yield. 5 2021 interest on the subordinated debenture included $1.3 million in accelerated discount accretion from the early redemption of our last subordinated debenture on March 15, 2021. 6 Average balances and rate consider $13.9 million in FHLB borrowings acquired from AMRB that were redeemed on August 25, 2021. 7 Net loan origination (costs) fees included in interest income totaled $(1.3) million, $1.1 million, and $7.0 million in 2023, 2022, and 2021, respectively. 31 Analysis of Changes in Net Interest Income The following table presents the effects of changes in average balances (volume) or changes in average rates on tax-equivalent net interest income for the years indicated.
The increase was primarily due to higher fees on deposit balances held in off-balance sheet deposit networks contributing $504 thousand in additional income, $414 thousand more service charges on deposit accounts, $296 thousand higher FHLB dividends, and a combination of smaller increases.
The increase was primarily due to higher fees on deposit balances held in off-balance sheet deposit networks, contributing $504 thousand in additional income, $414 thousand more service charges on deposit accounts, a $366 thousand increase in debit card and merchant interchange fees, $296 thousand higher FHLB dividends, and a combination of smaller increases.
These decreas es were partially offset by adjustments to qualitative risk factors to account for the ongoing deterioration in the economic outlook that management believes is not captured in the quantitative portion of the allowance.
These decreas es were partially offset by adjustments to qualitative risk factors to account for the ongoing deterioration in the economic outlook that management believed was not captured in the quantitative portion of the allowance calculation.
For additional information on our allowance for credit losses methodology, refer to Notes 1 and 3 to the Consolidated Financial Statements in ITEM 8 of this report. The allowance for credit losses to loans was 1.10% at December 31, 2022 and 1.02% at December 31, 2021.
For additional information on our allowance for credit losses methodology, refer to Notes 1 and 3 to the Consolidated Financial Statements in ITEM 8 of this report. The ratio of the allowance for credit losses to total loans was 1.21% at December 31, 2023 and 1.10% at December 31, 2022.
ALCO has adopted a contingency funding plan that provides early detection of potential liquidity issues in the market or the Bank and institutes prompt responses that may prevent or alleviate a potential liquidity crisis. Management monitors liquidity daily and regularly adjusts our position based on current and future liquidity needs.
Our c on tingency funding plan provides for early detection of potential liquidity issues in the market or the Bank and institutes prompt responses that may prevent or alleviate a liquidity crisis. Management monitors liquidity daily and regularly adjusts our position based on current and future liquidity needs.
Based on the current conditions of the loan portfolio and reasonable and supportable forecasts, management believes that the $23.0 million allowance for credit losses at December 31, 2022 was adequate to absorb expected credit losses in our loan portfolio.
Based on the current conditions of the loan portfolio and reasonable and supportable forecasts, management believes that the $25.2 million allowance for credit losses at December 31, 2023 was adequate to absorb expected credit losses in our loan portfolio.
The primary uses of funds for Bancorp are shareholder dividends, ordinary operating expenses and stock repurchases. Bancorp held $4.5 million of cash at December 31, 2022 . Manag ement anticipates that there will be sufficient earnings at the Bank to provide dividends to Bancorp to meet its funding requirements for the foreseeable future.
The primary uses of funds for Bancorp are shareholder dividends, ordinary operating expenses and stock repurchases. Bancorp held $7.2 million in cash as of December 31, 2023 . Manag ement anticipates that there will be sufficient earnings at the Bank to provide dividends to Bancorp to meet its funding requirements for the foreseeable future.
Over 96% of the non-accrual loans as of December 31, 2022 were well-secured by either commercial or residential real estate.
Over 66% of the non-accrual loans as of December 31, 2023 were well-secured by either commercial or residential real estate.
Our primary uses of funds are the origination of loans, the purchase of investment securities, withdrawals of deposits, maturity of certificates of deposit, repayment of borrowings, and dividends to common stockholders. T he most significant component of our daily liquidity position is customer deposits.
Our primary uses of funds are the origination of loans, the purchase of investment securities, withdrawals of deposits, maturity of certificates of deposit, repayment of borrowings, dividends to common stockholders, and operating expenses. Customer deposits are a significant component of our daily liquidity position.
The tax-equivalent net interest margin decreased six basis points to 3.11% in 2022, from 3.17% in 2021, as the proportion of average investment securities to average total interest-earning assets grew from 26% in 2021 to 44% in 2022 and fee income from PPP loans declined. 2021 Compared to 2020 Net interest income totaled $105.0 million and $96.7 million in 2021 and 2020, respectively.
The tax-equivalent net interest margin decreased six basis points to 3.11% in 2022, from 3.17% in 2021, as the proportion of average investment securities to average total interest-earning assets grew from 26% in 2021 to 44% in 2022, and fee income from PPP loans declined.
Loans classified substandard decreased by $8.1 million in 2022, primarily due to $16.1 million in paydowns and payoffs and $871 thousand in upgrades to special mention or pass, partially offset by downgrades totaling $8.8 million. Of the downgraded loans, $4.7 million (or 53%) was secured by commercial real estate and $3.6 million (or 41%) was to commercial borrowers.
Of the downgraded loans, $7.0 million (or 72%) was secured by commercial real estate, and the remaining $2.7 million was to commercial borrowers. Loans classified as substandard decreased by $8.1 million in 2022, primarily due to $16.1 million in paydowns and payoffs and $871 thousand in upgrades to special mention or pass, partially offset by downgrades totaling $8.8 million.
Under this plan, participating employees may defer compensation, which will entitle them to receive certain payments for up to fifteen years commencing upon retirement, death, disability or termination of employment. The participating employee may elect to receive payments over periods not to exceed fifteen years.
Under this plan, participating employees may defer compensation, which will entitle them to receive certain payments for up to, but not exceeding, fifteen years commencing upon retirement, death, disability or termination of employment.
The ultimate adequacy of the allowance depends on a variety of complex factors, some of which may be beyond management's control, such as volatility in the real estate market, changes in interest rates and economic and political environments.
All specifically identifiable and quantifiable losses are charged off against the allowance. The ultimate adequacy of the allowance depends on a variety of complex factors, some of which may be beyond management's control, such as volatility in the real estate market, changes in interest rates and economic and political environments.
Distribution of Average Deposits The table below shows the relative composition of our average deposits for 2022 and 2021. For average rates paid on deposits, refer to Average Statements of Condition and Analysis of Net Interest Income table in ITEM 7- Management's Discussion and Analysis of Financial Condition and Results of Operations.
For average rates paid on deposits, refer to the Average Statements of Condition and Analysis of Net Interest Income table in ITEM 7- Management's Discussion and Analysis of Financial Condition and Results of Operations.
December 31, 2022 Within 1 Year 1-5 Years 5-10 Years After 10 Years Total (dollars in thousands; unaudited) AmortizedCost 1 Average Yield 2 AmortizedCost 1 Average Yield 2 AmortizedCost 1 Average Yield 2 AmortizedCost 1 Average Yield 2 Amortized Cost 1 Fair Value Average Yield 2 Held-to-maturity: MBS/CMOs issued by U.S. government agencies $ 463 0.63 % $ 152,817 3.36 % $ 419,822 2.20 % $ 158,410 2.28 % $ 731,512 $ 643,437 2.46 % SBA-backed securities — — 2,372 3.17 — — — — 2,372 2,239 3.17 Debentures of government-sponsored agencies — — 24,993 4.26 47,017 2.06 73,813 1.91 145,823 119,356 2.36 Obligations of state and political subdivisions - tax-exempt 3 — — — — 5,515 3.72 26,600 2.74 32,115 28,846 2.90 Obligations of state and political subdivisions - taxable — — — — 4,708 1.84 25,677 2.28 30,385 22,913 2.21 Corporate bonds — — 30,000 3.63 — — — — 30,000 28,448 3.63 Total held-to-maturity 463 0.63 210,182 3.50 477,062 2.20 284,500 2.22 972,207 845,239 2.49 Available-for-sale: MBS/CMOs issued by U.S. government agencies 2,305 2.02 317,528 2.13 198,809 2.43 9,823 2.55 528,465 475,505 2.25 SBA-backed securities 65 1.01 47,166 2.66 — — 493 5.03 47,724 44,355 2.68 Debentures of government sponsored agencies — — 140,145 1.29 6,977 1.35 1,992 1.39 149,114 135,106 1.29 U.S.
Treasury securities — — 11,923 1.00 — — — — 11,923 10,623 1.00 Obligations of state and political subdivisions - tax-exempt 3 — — 5,142 1.59 14,602 2.04 69,382 2.68 89,126 80,720 2.51 Obligations of state and political subdivisions - taxable 100 3.14 3,005 1.31 8,956 1.74 1,015 1.98 13,076 11,162 1.67 Corporate bonds — — 11,992 1.19 — — — — 11,992 10,718 1.19 Asset-backed securities — — — — — — — — — — — Total available-for-sale 777 2.08 379,692 1.86 148,893 2.13 84,117 2.73 613,479 552,028 2.04 Total $ 777 2.08 % $ 584,027 2.46 % $ 709,113 2.16 % $ 244,760 2.37 % $ 1,538,677 $ 1,366,858 2.31 % 37 December 31, 2022 Within 1 Year 1-5 Years 5-10 Years After 10 Years Total (dollars in thousands; unaudited) AmortizedCost 1 Average Yield 2 AmortizedCost 1 Average Yield 2 AmortizedCost 1 Average Yield 2 AmortizedCost 1 Average Yield 2 Amortized Cost 1 Fair Value Average Yield 2 Held-to-maturity: MBS/CMOs issued by U.S. government agencies $ 463 0.63 % $ 152,817 3.36 % $ 419,822 2.20 % $ 158,410 2.28 % $ 731,512 $ 643,437 2.46 % SBA-backed securities — — 2,372 3.17 — — — — 2,372 2,239 3.17 Debentures of government-sponsored agencies — — 24,993 4.26 47,017 2.06 73,813 1.91 145,823 119,356 2.36 Obligations of state and political subdivisions - tax-exempt 3 — — — — 5,515 3.72 26,600 2.74 32,115 28,846 2.90 Obligations of state and political subdivisions - taxable — — — — 4,708 1.84 25,677 2.28 30,385 22,913 2.21 Corporate bonds — — 30,000 3.63 — — — — 30,000 28,448 3.63 Total held-to-maturity 463 0.63 210,182 3.50 477,062 2.20 284,500 2.22 972,207 845,239 2.49 Available-for-sale: MBS/CMOs issued by U.S. government agencies 2,305 2.02 317,528 2.13 198,809 2.43 9,823 2.55 528,465 475,505 2.25 SBA-backed securities 65 1.01 47,166 2.66 — — 493 5.03 47,724 44,355 2.68 Debentures of government sponsored agencies — — 140,145 1.29 6,977 1.35 1,992 1.39 149,114 135,106 1.29 U.S.
These nonrecurring fair value adjustments typically involve write-downs of, or specific reserves against, individual assets. We group our assets and liabilities that are measured at fair value into three levels within the fair value hierarchy, based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value.
We group our assets and liabilities that are measured at fair value into three levels within the fair value hierarchy, based on the markets in which the assets and liabilities are traded and the reliability of the assumptions used to determine fair value.
Key considerations include: • The soundness of a municipality’s budgetary position and stability of its tax revenues • Debt profile and level of unfunded liabilities, diversity of revenue sources, taxing authority of the issuer • Local demographics/economics including unemployment data, largest local taxpayers and employers, income indices and home values • For revenue bonds, the source and strength of revenue for municipal authorities including obligors' financial condition and reserve levels, annual debt service and debt coverage ratio, and credit enhancement (such as insurer’s strength) • Credit ratings by major credit rating agencies Loans Loans Outstanding by Class and Percent of Total December 31, 2022 December 31, 2021 (in thousands; unaudited) Amortized Cost Percent of Total Amortized Cost Percent of Total Commercial and industrial $ 173,547 8.3 % $ 301,602 13.4 % Real estate Commercial owner-occupied 354,877 17.0 392,345 17.4 Commercial investor-owned 1,191,889 56.9 1,189,021 52.7 Construction 114,373 5.5 119,840 5.3 Home equity 88,748 4.2 88,746 3.9 Other residential 112,123 5.4 114,558 5.1 Installment and other consumer 56,989 2.7 49,533 2.2 Total loans, at amortized cost 2,092,546 100.0 % 2,255,645 100.0 % Allowance for credit losses on loans (22,983) (23,023) Total loans, net of allowance for credit losses $ 2,069,563 $ 2,232,622 37 Loans decreased by $163.1 million in 2022, or 7%, to $2.093 billion as of December 31, 2022, from $2.256 billion as of December 31, 2021.
Key considerations include: • The soundness of a municipality’s budgetary position and the stability of its tax revenues • Debt profile and level of unfunded liabilities, diversity of revenue sources, taxing authority of the issuer • Local demographics and economics including unemployment data, the largest local taxpayers and employers, income indices, and home values • For revenue bonds, the source and strength of revenue for municipal authorities, including obligors' financial condition and reserve levels, annual debt service and debt coverage ratio, and credit enhancement (such as insurers' strength) • Credit ratings by major credit rating agencies Loans Loans Outstanding by Class and Percent of Total December 31, 2023 December 31, 2022 (in thousands; unaudited) Amortized Cost Percent of Total Amortized Cost Percent of Total Commercial and industrial $ 153,750 7.4 % $ 173,547 8.3 % Real estate Commercial owner-occupied 333,181 16.1 354,877 17.0 Commercial non-owner occupied 1,219,385 58.8 1,191,889 56.9 Construction 99,164 4.8 114,373 5.5 Home equity 82,087 4.0 88,748 4.2 Other residential 118,508 5.7 112,123 5.4 Installment and other consumer 67,645 3.2 56,989 2.7 Total loans, at amortized cost 2,073,720 100.0 % 2,092,546 100.0 % Allowance for credit losses on loans (25,172) (22,983) Total loans, net of allowance for credit losses $ 2,048,548 $ 2,069,563 39 Loans decreased by $18.8 million in 2023, or 1%, to $2.074 billion as of December 31, 2023, from $2.093 billion as of December 31, 2022.
We performed a sensitivity analysis as of December 31, 2022 and determined that a 1% change (e.g., 4.5% to 5.5%) in the forecasted quarterly unemployment rates over the next four quarters resulted in a 6% change to our allowance for credit losses on loans.
We performed a sensitivity analysis as of December 31, 2023, and estimated that a 100 basis point change (e.g., 4.5% to 5.5%) in the forecasted unemployment rates over the next four quarters would result in about a 5% change to our allowance for credit losses on loans.
At December 31, 2022 and 2021, our liability under the SERP was $4.7 million and $5.3 million, respectively, and is recorded in interest payable and other liabilities in the Consolidated Statements of Condition. The Plan is unfunded and non-qualified for tax purposes and for purposes of Title I of the Employee Retirement Income Security Act of 1974.
On December 31, 2023 and 2022, our liabilities under the SERPs totaled $4.5 million and $4.7 million, respectively, and were recorded in interest payable and other liabilities in the consolidated statements of condition. The SERPs are unfunded and non-qualified for tax purposes and subject to Title I of the Employee Retirement Income Security Act of 1974.
The decrease in 2022 was primarily due to $46.6 million in payoffs and $3.6 million in conversions to commercial real estate financing. These decreases were partially offset by $37.5 million advanced on existing construction loans and $7.2 million in new financing.
T he decrease in 2023 was primarily du e to $22.2 million in payoffs and $16.9 million in conversions to commercial real estate financing. These decreases were partially offset by $24.5 million in advances on existing construction loans. The decrease in 2022 was primarily due to $46.6 million in payoffs and $3.6 million in conversions to commercial real estate financing.
We obtain funds from the repayment and maturity of loans, deposit inflows, investment security maturities, sales and paydowns, federal funds purchases, FHLB advances, other borrowings, and cash flow from operations.
Note: Brokered deposits available through third-party networks are not included above. We obtain funds from the repayment and maturity of loans, deposit inflows, investment security maturities, sales and paydowns, federal funds purchases, FHLB advances, other borrowings, and cash flow from operations.
The provision for income taxes totaled $16.9 million at an effective tax rate of 26.6% in 2022, compared to $11.7 million at an effective tax rate of 26.0% in 2021 and $10.3 million at an effective tax rate of 25.5% in 2020. The increase in the provision in 2022 compared to 2021 reflected higher pre-tax income.
The provision for income taxes totaled $6.1 million at an effective tax rate of 23.6% in 2023, compared to $16.9 million at an effective tax rate of 26.6% in 2022 and $11.7 million at an effective tax rate of 26.0% in 2021. The decrease in the provision for income taxes in 2023, as compared to 2022, reflected lower pre-tax income.
Average Statements of Condition and Analysis of Net Interest Income Year ended Year ended Year ended December 31, 2022 December 31, 2021 December 31, 2020 Interest Interest Interest Average Income/ Yield/ Average Income/ Yield/ Average Income/ Yield/ (dollars in thousands; unaudited) Balance Expense Rate Balance Expense Rate Balance Expense Rate Assets Interest-earning deposits with banks 1 $ 120,395 $ 1,407 1.15 % $ 287,626 $ 399 0.14 % $ 153,794 $ 461 0.29 % Investment securities 2, 3 1,796,628 35,534 1.98 % 866,790 16,999 1.96 % 533,186 15,025 2.82 % Loans 1, 3, 4 2,175,259 94,614 4.29 % 2,155,982 92,376 4.23 % 2,023,203 85,398 4.15 % Total interest-earning assets 1 4,092,282 131,555 3.17 % 3,310,398 109,774 3.27 % 2,710,183 100,884 3.66 % Cash and non-interest-bearing due from banks 53,534 61,299 49,676 Bank premises and equipment, net 7,400 5,964 5,526 Interest receivable and other assets, net 151,295 159,502 131,780 Total assets $ 4,304,511 $ 3,537,163 $ 2,897,165 Liabilities and Stockholders' Equity Interest-bearing transaction accounts $ 294,682 $ 421 0.14 % $ 217,924 $ 172 0.08 % $ 148,817 $ 186 0.13 % Savings accounts 341,710 125 0.04 % 268,397 94 0.04 % 184,146 68 0.04 % Money market accounts 1,065,104 1,589 0.15 % 864,625 1,520 0.18 % 763,689 2,009 0.26 % Time accounts, including CDARS 140,547 323 0.23 % 115,393 246 0.21 % 96,558 554 0.57 % Borrowings and other obligations 1, 6 2,295 91 3.90 % 892 9 1.08 % 174 4 2.16 % Subordinated debenture 1, 5 — — — % 534 1,361 251.54 % 2,741 158 5.68 % Total interest-bearing liabilities 1,844,338 2,549 0.14 % 1,467,765 3,402 0.23 % 1,196,125 2,979 0.25 % Demand accounts 1,993,373 1,628,289 1,308,199 Interest payable and other liabilities 49,456 46,746 41,347 Stockholders' equity 417,344 394,363 351,494 Total liabilities & stockholders' equity $ 4,304,511 $ 3,537,163 $ 2,897,165 Tax-equivalent net interest income/margin 1 $ 129,006 3.11 % $ 106,372 3.17 % $ 97,905 3.55 % Reported net interest income/margin 1 $ 127,492 3.07 % $ 104,951 3.13 % $ 96,659 3.51 % Tax-equivalent net interest rate spread 3.03 % 3.04 % 3.41 % 1 Interest income/expense is divided by actual number of days in the period times 360 days to correspond to stated interest rate terms, where applicable. 2 Yields on available-for-sale securities are calculated based on amortized cost balances rather than fair value, as changes in fair value are reflected as a component of stockholders' equity.
Average Statements of Condition and Analysis of Net Interest Income Year ended Year ended Year ended December 31, 2023 December 31, 2022 December 31, 2021 Interest Interest Interest Average Income/ Yield/ Average Income/ Yield/ Average Income/ Yield/ (dollars in thousands; unaudited) Balance Expense Rate Balance Expense Rate Balance Expense Rate Assets Interest-earning deposits with banks 1 $ 42,864 $ 2,329 5.36 % $ 120,395 $ 1,407 1.15 % $ 287,626 $ 399 0.14 % Investment securities 2, 3 1,753,708 39,100 2.23 % 1,796,628 35,534 1.98 % 866,790 16,999 1.96 % Loans 1, 3, 4, 7 2,099,719 99,018 4.65 % 2,175,259 94,614 4.29 % 2,155,982 92,376 4.23 % Total interest-earning assets 1 3,896,291 140,447 3.56 % 4,092,282 131,555 3.17 % 3,310,398 109,774 3.27 % Cash and non-interest-bearing due from banks 37,868 53,534 61,299 Bank premises and equipment, net 8,348 7,400 5,964 Interest receivable and other assets, net 135,200 151,295 159,502 Total assets $ 4,077,707 $ 4,304,511 $ 3,537,163 Liabilities and Stockholders' Equity Interest-bearing transaction accounts $ 240,524 $ 1,036 0.43 % $ 294,682 $ 421 0.14 % $ 217,924 $ 172 0.08 % Savings accounts 281,611 867 0.31 % 341,710 125 0.04 % 268,397 94 0.04 % Money market accounts 1,013,620 18,553 1.83 % 1,065,104 1,589 0.15 % 864,625 1,520 0.18 % Time accounts, including CDARS 191,056 4,715 2.47 % 140,547 323 0.23 % 115,393 246 0.21 % Borrowings and other obligations 1, 6 221,623 11,562 5.15 % 2,295 91 3.90 % 892 9 1.08 % Subordinated debenture 1, 5 — — — % — — — % 534 1,361 251.54 % Total interest-bearing liabilities 1,948,434 36,733 1.89 % 1,844,338 2,549 0.14 % 1,467,765 3,402 0.23 % Demand accounts 1,656,047 1,993,373 1,628,289 Interest payable and other liabilities 49,442 49,456 46,746 Stockholders' equity 423,784 417,344 394,363 Total liabilities & stockholders' equity $ 4,077,707 $ 4,304,511 $ 3,537,163 Tax-equivalent net interest income/margin 1 $ 103,714 2.63 % $ 129,006 3.11 % $ 106,372 3.17 % Reported net interest income/margin 1 $ 102,761 2.60 % $ 127,492 3.07 % $ 104,951 3.13 % Tax-equivalent net interest rate spread 1.67 % 3.03 % 3.04 % 1 Interest income/expense is divided by actual number of days in the period times 360 days to correspond to stated interest rate terms, where applicable. 2 Yields on available-for-sale securities are calculated based on amortized cost balances rather than fair value, as changes in fair value are reflected as a component of stockholders' equity.
See the discussion in the section captioned “Securities May Lose Value due to Credit Quality of the Issuers” in ITEM 1A Risk Factors above. 36 At December 31, 2022 and 2021, distribution of our investment in obligations of state and political subdivisions was as follows: December 31, 2022 December 31, 2021 (dollars in thousands; unaudited) Amortized Cost Fair Value Percent of State and Municipal Securities Amortized Cost Fair Value Percent of State and Municipal Securities Within California: General obligation bonds $ 25,806 $ 20,768 14.4 % $ 25,036 $ 25,020 14.2 % Revenue bonds 3,719 2,987 2.1 5,249 5,185 3.0 Tax allocation bonds — — — 503 510 0.3 Total within California 29,525 23,755 16.5 30,788 30,715 17.5 Outside California: General obligation bonds 121,908 106,375 68.0 117,278 121,303 66.5 Revenue bonds 27,922 23,752 15.5 28,146 29,272 16.0 Total outside California 149,830 130,127 83.5 145,424 150,575 82.5 Total obligations of state and political subdivisions $ 179,355 $ 153,882 100.0 % $ 176,212 $ 181,290 100.0 % Percent of investment portfolio 9.6% 9.3% 11.7% 12.0% The portion of the portfolio outside the state of California is distributed among twelve states.
See the discussion in the section captioned “Securities May Lose Value Due to Credit Quality of the Issuers” in ITEM 1A Risk Factors above. 38 At December 31, 2023 and 2022, distribution of our investment in obligations of state and political subdivisions was as follows: December 31, 2023 December 31, 2022 (dollars in thousands; unaudited) Amortized Cost Fair Value Percent of State and Municipal Securities Amortized Cost Fair Value Percent of State and Municipal Securities Within California: General obligation bonds $ 24,191 $ 20,009 14.7 % $ 25,806 $ 20,768 14.4 % Revenue bonds 3,507 2,917 2.1 3,719 2,987 2.1 Tax allocation bonds — — — Total within California 27,698 22,926 16.8 29,525 23,755 16.5 Outside California: General obligation bonds 108,846 98,139 66.3 121,908 106,375 68.0 Revenue bonds 27,692 25,014 16.9 27,922 23,752 15.5 Total outside California 136,538 123,153 83.2 149,830 130,127 83.5 Total obligations of state and political subdivisions $ 164,236 $ 146,079 100.0 % $ 179,355 $ 153,882 100.0 % Percent of investment portfolio 10.7% 10.7% 9.6% 9.3% The portion of the portfolio outside the state of California is distributed among twelve states.
Undisbursed construction loan commitments at December 31, 2022 and 2021 were $43.2 million and $77.8 million, respectively. The following table presents the amortized costs and maturity distribution of our loans by class as of December 31, 2022 based on their contractual maturity dates. Maturities do not include scheduled payments or potential prepayments.
The following table presents the amortized costs and maturity distribution of our loans by portfolio class as of December 31, 2023 based on their contractual maturity dates. Maturities do not include scheduled payments or potential prepayments.
Interest receivable and other assets totaled $79.8 million and $51.4 million at December 31, 2022 and 2021, respectively. The $28.4 million increase was primarily due to a $30.5 million increase in net deferred tax assets as discussed below. Net deferred tax assets totaled $43.9 million and $13.3 million at December 31, 2022 and 2021, respectively.
Interest receivable and other assets totaled $74.9 million and $79.8 million at December 31, 2023 and 2022, respectively. The $4.9 million decrease was primarily due to an $8.8 million decrease in net deferred tax assets, as discussed below. Net deferred tax assets totaled $35.1 million and $43.9 million at December 31, 2023 and 2022, respectively.
For additional information on loan concentration risk, see ITEM 1A, Risk Factors. The following table summarizes our commercial real estate loan concentrations by the county in which the property was located as of December 31, 2022 and 2021.
The following table summarizes our commercial real estate loan concentrations by the county in which the property was located as of December 31, 2023 and 2022.
Fair Value Measurements We use fair value measurements to record certain financial instruments and to determine fair value disclosures. Available-for-sale securities and interest rate swap agreements are financial instruments recorded at fair value on a recurring basis. Additionally, we record at fair value other financial assets on a nonrecurring basis such as collateral dependent loans and other real estate owned.
Available-for-sale securities and interest rate swap agreements are financial instruments recorded at fair value on a recurring basis. Additionally, we record at fair value other financial assets on a nonrecurring basis, such as collateral dependent loans and other real estate owned. These nonrecurring fair value adjustments typically involve write-downs of, or specific reserves against, individual assets.
Allowance for Credit Losses Rollforward (dollars in thousands; unaudited) 2022 2021 2020 Beginning balance $ 23,023 $ 22,874 $ 16,677 Impact of CECL adoption — — 1,604 (Reversal of) provision for credit losses (63) (1,449) 4,594 Initial allowance for PCD loans — 1,505 — Loans charged-off: Commercial and industrial (9) — (30) Installment and other consumer (23) (5) (1) Total loans charged-off (32) (5) (31) Loans recovered: Commercial and industrial 22 14 27 Real estate: Construction 33 34 3 Home equity — 50 — Total loans recovered 55 98 30 Net loans (charged-off) recovered 23 93 (1) Ending balance $ 22,983 $ 23,023 $ 22,874 Total loans, at amortized cost $ 2,092,546 $ 2,255,645 $ 2,088,556 Average total loans outstanding during year $ 2,175,259 $ 2,155,982 $ 2,023,203 Ratio of allowance for credit losses to total loans at end of year 1.10 % 1.02 % 1.10 % Net recoveries (charge-offs) to average loans NM NM NM NM - Not meaningful.
Allowance for Credit Losses on Loans Rollforward (dollars in thousands; unaudited) 2023 2022 2021 Beginning balance $ 22,983 $ 23,023 $ 22,874 Provision for (reversal of) credit losses 2,575 (63) (1,449) Initial allowance for PCD loans — — 1,505 Loans charged-off: Commercial and industrial (11) (9) — Real estate: Commercial real estate, owner-occupied (406) — — Installment and other consumer (24) (23) (5) Total loans charged-off (441) (32) (5) Loans recovered: Commercial and industrial 29 22 14 Real estate: Construction 25 33 34 Home equity — — 50 Installment and other consumer 1 — — Total loans recovered 55 55 98 Net loans (charged-off) recovered (386) 23 93 Ending balance $ 25,172 $ 22,983 $ 23,023 Total loans, at amortized cost $ 2,073,720 $ 2,092,546 $ 2,255,645 Average total loans outstanding during year $ 2,099,719 $ 2,175,259 $ 2,155,982 Ratio of allowance for credit losses to total loans at end of year 1.21 % 1.10 % 1.02 % Net charge-offs (recoveries) to average loans 0.02 % NM NM NM - Not meaningful. 43 The following table shows non-performing assets as of December 31, 2023 and 2022.
These increases to net deferred tax assets were partially offset by a $430 thousand decrease in deferred tax assets related to the decrease in deferred compensation and salary continuation plans. Management believes deferred tax assets will be realizable due to our consistent record of earnings and the expectation that earnings will continue at a level adequate to realize such benefits.
These decreases in net deferred tax assets were partially offset by a $399 thousand decrease in deferred tax liabilities related to core deposit intangibles. Management believes deferred tax assets will be realizable due to our expectation that earnings will continue to be at a level adequate to realize such tax benefits.
Refer to the Consolidated Statement of Cash Flows in this Form 10-K for additional information on our sources and uses of liquidity. Management anticipates that our current liquidity position and core deposit base are adequate to fund our operations.
Refer to the Consolidated Statement of Cash Flows in this Form 10-K for additional information on our sources and uses of liquidity.
Almost the entire commercial real estate loan portfolio is comprised of term loans for which the primary source of repayment is either the cash flow from leasing activities of the real estate collateral or the operating cash flow of the owner occupant. 38 The following table shows an analysis of construction loans by type and county as of December 31, 2022 and 2021.
Almost the entire commercial real estate loan portfolio is comprised of term loans for which the primary source of repayment is either the cash flow from leasing activities of the real estate collateral or the operating cash flow of the owner occupant.
The $30.5 million increase in 2022 was primarily due to a $30.2 million increase in deferred tax assets related to changes in unrealized losses on available-for-sale investment securities, a $466 thousand increase in deferred tax assets related to state franchise tax and a $441 thousand decrease in deferred tax liabilities related to core deposit intangibles.
The $8.8 million decrease in 2023 was primarily due to an $8.5 million decrease in deferred tax assets related to changes in unrealized losses on available-for-sale investment securities and an $803 thousand decrease in deferred tax assets related to state franchise tax.
The most significant sources of liquidity during 2022 were proceeds from loans collected net of originations totaling $164.0 million, proceeds from principal paydowns, maturities and sales of investment securities totaled $187.9 million and Federal Home Loan Bank borrowings of $112.0 million. In addition, $55.3 million in net cash was provided by operating activities.
The most significant sources of liquidity during 2023 were proceeds from principal paydowns, maturities and sales of investment securities totaling $315.1 million, and proceeds from loans collected net of originations totaling $16.9 million. In addition, $35.7 million in net cash was provided by operating activities.
For information regarding critical estimates related to our allowance for credit losses methodology, the provision for credit losses, and risks to asset quality and lending activity, see ITEM 1A - Risk Factors, the Allowance for Credit Losses section in ITEM 7 - Management's Discussion and Analysis of Financial Condition and Results of Operations, Income Taxes We are subject to the income tax laws of the U.S., its states, and the municipalities in which we operate.
For information regarding critical estimates related to our allowance for credit losses methodology, the provision for credit losses, and risks to asset quality and lending activity, see ITEM 1A - Risk Factors, the Allowance for Credit Losses section in ITEM 7 - Management's Discussion and Analysis of Financial Condition and Results of Operations, Fair Value Measurements We use fair value measurements to record certain financial instruments and to determine fair value disclosures.
While historical credit loss experience provides the basis for the estimation of expected credit losses, adjustments to historical loss information may be made for differences in current portfolio-specific risk characteristics, environmental conditions or other relevant factors. All specifically identifiable and quantifiable losses are charged off against the allowance.
The contractual terms exclude anticipated extensions, renewals and modifications. Relevant available information includes historical credit loss experience, current conditions and reasonable and supportable forecasts. While historical credit loss experience provides the basis for the estimation of expected credit losses, adjustments to historical loss information may be made for differences in current portfolio-specific risk characteristics, environmental conditions or other relevant factors.
Construction Loans Outstanding by Type and County (dollars in thousands; unaudited) December 31, 2022 December 31, 2021 Loan Type Amount Percent of Construction Loans Amount Percent of Construction Loans Apartments and multifamily $ 60,347 52.7 % $ 45,978 38.4 % Commercial real estate 33,746 29.5 49,131 41.0 1-4 Single family residential 19,171 16.8 19,564 16.3 Land - unimproved 1,109 1.0 1,201 1.0 Land - improved — — 3,966 3.3 Total $ 114,373 100.0 % $ 119,840 100.0 % (dollars in thousands; unaudited) December 31, 2022 December 31, 2021 County Amount Percent of Construction Loans Amount Percent of Construction Loans San Francisco $ 45,271 39.6 % $ 55,826 46.6 % Alameda 20,163 17.6 12,908 10.8 Solano 18,873 16.5 16,367 13.7 Sonoma 17,843 15.6 13,640 11.4 Marin 7,784 6.8 6,074 5.1 Other 4,439 3.9 15,025 12.4 Total $ 114,373 100.0 % $ 119,840 100.0 % Cons truction loans decreased by $5.5 million in 2022, compared to an increase of $46.8 million in 2021.
Construction Loans Outstanding by Type and County (dollars in thousands; unaudited) December 31, 2023 December 31, 2022 Loan Type Amount Percent of Construction Loans Amount Percent of Construction Loans Apartments and multifamily $ 45,390 45.8 % $ 60,347 52.7 % Commercial real estate 26,042 26.3 33,746 29.5 1-4 Single family residential 26,666 26.9 19,171 16.8 Land - unimproved 1,066 1.0 1,109 1.0 Total $ 99,164 100.0 % $ 114,373 100.0 % (dollars in thousands; unaudited) December 31, 2023 December 31, 2022 County Amount Percent of Construction Loans Amount Percent of Construction Loans San Francisco $ 43,341 43.7 % $ 45,271 39.6 % Alameda 32,808 33.1 20,163 17.6 Solano 11,372 11.5 18,873 16.5 San Mateo 4,851 4.9 4,409 3.9 Marin 4,542 4.6 7,784 6.8 Other 2,250 2.2 17,873 15.6 Total $ 99,164 100.0 % $ 114,373 100.0 % Cons truction loans decreased by $15.2 million in 2023, compared to a decrease of $5.5 million in 2022.
Commercial Real Estate Loans Outstanding by County (dollars in thousands; unaudited) December 31, 2022 December 31, 2021 County Amount Percent of Commercial Real Estate Loans Amount Percent of Commercial Real Estate Loans Marin $ 339,805 22.0 % $ 349,445 22.1 % Sonoma 245,883 15.9 230,740 14.6 Napa 186,477 12.1 188,643 11.9 San Francisco 173,511 11.2 172,120 10.9 Alameda 163,381 10.6 176,871 11.2 Sacramento 120,146 7.8 113,120 7.2 Contra Costa 67,356 4.4 69,656 4.4 San Mateo 37,681 2.4 28,119 1.8 Solano 32,235 2.1 40,837 2.6 Placer 28,928 1.9 28,477 1.8 Santa Clara 21,091 1.4 20,070 1.3 San Joaquin 15,585 1.0 8,829 0.6 El Dorado 12,822 0.8 14,708 0.9 Other 101,865 6.4 139,731 8.7 Total $ 1,546,766 100.0 % $ 1,581,366 100.0 % Commercial real estate loans decreased $34.6 million in 2022, compared to a $315.2 million increase in 2021.
Commercial Real Estate Loans Outstanding by County (dollars in thousands; unaudited) December 31, 2023 December 31, 2022 County Amount Percent of Commercial Real Estate Loans Amount Percent of Commercial Real Estate Loans Marin $ 317,862 20.5 % $ 339,805 22.0 % Sonoma 256,516 16.5 245,883 15.9 San Francisco 186,803 12.0 173,511 11.2 Napa 178,685 11.5 186,477 12.1 Alameda 156,934 10.1 163,381 10.6 Sacramento 125,483 8.1 120,146 7.8 Contra Costa 72,580 4.7 67,356 4.4 Placer 40,733 2.6 28,928 1.9 Solano 39,247 2.5 32,235 2.1 San Mateo 35,420 2.3 37,681 2.4 Santa Clara 24,086 1.6 21,091 1.4 San Joaquin 15,261 1.0 15,585 1.0 El Dorado 11,257 0.7 12,822 0.8 Other 91,699 5.9 101,865 6.4 Total $ 1,552,566 100.0 % $ 1,546,766 100.0 % Commercial real estate loans increased by $5.8 million in 2023, compared to a $34.6 million decrease in 2022.
A similar Deferred Director Fee Plan entitles participating members of the Board of Directors to receive payments as elected by the participant upon separation from service, death, disability or termination of service. At December 31, 2022 and 2021, our aggregate payment obligations under both plans totaled $7.1 million and $7.9 million, respectively.
A similar Deferred Director Fee Plan entitles participating members of the Board of Directors to receive payments as elected by the participant upon separation from service, death, disability or termination of service.
For further information, refer to the Provision for Credit Losses section above, and Notes 1 and 3 to the Consolidated Financial Statements in ITEM 8 of this report. Due to the high credit quality of our loan portfolio experienced to date, net charge-offs have been minimal for the past several years.
For further information, refer to the Provision for Credit Losses section above, and Notes 1 and 3 to the Consolidated Financial Statements in ITEM 8 of this report.
Mix variances are attributable to the change in yields or rates multiplied by the change in average balances. 2022 compared to 2021 2021 compared to 2020 (in thousands, unaudited) Volume Yield/Rate Mix Total Volume Yield/Rate Mix Total Interest-earning deposits with banks $ (233) $ 2,961 $ (1,720) $ 1,008 $ 401 $ (247) $ (216) $ (62) Investment securities 1 18,233 146 156 18,535 9,400 (4,568) (2,858) 1,974 Loans 1 826 1,401 11 2,238 5,605 1,526 (153) 6,978 Total interest-earning assets 18,826 4,508 (1,553) 21,781 15,406 (3,289) (3,227) 8,890 Interest-bearing transaction accounts 61 139 49 249 90 (75) (29) (14) Savings accounts 26 5 — 31 31 (3) (2) 26 Money market accounts 352 (229) (54) 69 266 (663) (92) (489) Time accounts, including CDARS 54 19 4 77 108 (348) (68) (308) Borrowings and other obligations 16 25 41 82 16 (2) (9) 5 Subordinated debenture — (1,361) — (1,361) (127) 6,851 (5,521) 1,203 Total interest-bearing liabilities 509 (1,402) 40 (853) 384 5,760 (5,721) 423 Tax-equivalent net interest income $ 18,317 $ 5,910 $ (1,593) $ 22,634 $ 15,022 $ (9,049) $ 2,494 $ 8,467 1 Yields and interest income on tax-exempt securities and loans are presented on a taxable-equivalent basis using the federal statutory rate of 21%. 2022 Compared to 2021 Net interest income totaled $127.5 million in 2022, compared to $105.0 million in 2021.
Mix variances are attributable to the change in yields or rates multiplied by the change in average balances. 2023 compared to 2022 2022 compared to 2021 (in thousands, unaudited) Volume Yield/Rate Mix Total Volume Yield/Rate Mix Total Interest-earning deposits with banks $ (906) $ 5,135 $ (3,307) $ 922 $ (233) $ 2,961 $ (1,720) $ 1,008 Investment securities 1 (849) 4,523 (108) 3,566 18,233 146 156 18,535 Loans 1 (3,286) 7,966 (276) 4,404 826 1,401 11 2,238 Total interest-earning assets (5,041) 17,624 (3,691) 8,892 18,826 4,508 (1,553) 21,781 Interest-bearing transaction accounts (77) 848 (156) 615 61 139 49 249 Savings accounts (22) 926 (162) 742 26 5 — 31 Money market accounts (77) 17,906 (865) 16,964 352 (229) (54) 69 Time accounts, including CDARS 116 3,146 1,130 4,392 54 19 4 77 Borrowings and other obligations 8,697 29 2,745 11,471 16 25 41 82 Subordinated debenture — — — — (1,361) — (1,361) Total interest-bearing liabilities 8,637 22,855 2,692 34,184 509 (1,402) 40 (853) Tax-equivalent net interest income $ (13,678) $ (5,231) $ (6,383) $ (25,292) $ 18,317 $ 5,910 $ (1,593) $ 22,634 1 Yields and interest income on tax-exempt securities and loans are presented on a taxable-equivalent basis using the federal statutory rate of 21%. 2023 Compared to 2022 Net interest income totaled $102.8 million in 2023, compared to $127.5 million in 2022.
We consider agency debentures and CMOs issued by U.S. government sponsored entities to have low credit risk as they carry the credit support of the U.S. federal government. The debentures, CMOs and MBS issued by U.S. government sponsored agencies, SBA-backed securities and U.S.
Refer to Note 2, Investment Securities, to the Consolidated Financial Statements in ITEM 8 of this report for further information. We consider agency debentures and CMOs issued by U.S. government sponsored entities to have low credit risk as they carry the credit support of the U.S. federal government.
As of December 31, 2022 2021 (in thousands; unaudited) Average Amount Percent of Total Average Amount Percent of Total Non-interest bearing $ 1,993,374 52.0 % $ 1,628,289 52.7 % Interest-bearing transaction 294,682 7.7 217,924 7.0 Savings 341,710 8.9 268,397 8.7 Money market 1 1,065,103 27.8 864,625 27.9 Time deposits, including CDARS: 140,547 3.6 115,393 3.7 Total average deposits $ 3,835,416 100.0 % $ 3,094,628 100.0 % 1 Money market balances include Insured Cash Sweep ® ("ICS") in both 2022 and 2021.
For the year ended December 31, 2023 2022 (in thousands; unaudited) Average Amount Percent of Total Average Amount Percent of Total Non-interest bearing $ 1,656,047 49.0 % $ 1,993,373 52.0 % Interest-bearing transaction 240,524 7.1 294,682 7.7 Savings 281,611 8.3 341,710 8.9 Money market 1 1,013,620 30.0 1,065,104 27.8 Time deposits, including CDARS 191,056 5.6 140,547 3.6 Total average deposits $ 3,382,858 100.0 % $ 3,835,416 100.0 % 1 Money market balances include Insured Cash Sweep ® ("ICS") in both 2023 and 2022.
Non-interest Income The table below details the components of non-interest income. 2022 compared to 2021 2021 compared to 2020 Years ended December 31, Amount Increase (Decrease) Percent Increase (Decrease) Amount Increase (Decrease) Percent Increase (Decrease) (dollars in thousands; unaudited) 2022 2021 2020 Wealth Management and Trust Services $ 2,227 $ 2,222 $ 1,851 $ 5 0.2 % $ 371 20.0 % Earnings on bank-owned life insurance, net 1,229 2,194 973 (965) (44.0) % 1,221 125.5 % Debit card interchange fees, net 2,051 1,812 1,438 239 13.2 % 374 26.0 % Service charges on deposit accounts 2,007 1,593 1,314 414 26.0 % 279 21.2 % Dividends on Federal Home Loan Bank stock 1,056 760 654 296 38.9 % 106 16.2 % Merchant interchange fees, net 549 422 239 127 30.1 % 183 76.6 % (Losses) gains on investment securities, net (63) (16) 915 (47) 293.8 % (931) (101.7) % Other income 1,849 1,145 1,166 704 61.5 % (21) (1.8) % Total non-interest income $ 10,905 $ 10,132 $ 8,550 $ 773 7.6 % $ 1,582 18.5 % 32 2022 Compared to 2021 Non-interest income totaled $10.9 million in 2022, a $773 thousand increase from $10.1 million in 2021.
These reversals were partially offset by an increase in the allowance for credit losses related to qualitative risk factor adjustments for recent changes in executive leadership and senior lending positions, and integration of loans from the merger with AMRB. 33 Non-interest Income The table below details the components of non-interest income. 2023 compared to 2022 2022 compared to 2021 Years ended December 31, Amount Increase (Decrease) Percent Increase (Decrease) Amount Increase (Decrease) Percent Increase (Decrease) (dollars in thousands; unaudited) 2023 2022 2021 Wealth management and trust services $ 2,145 $ 2,227 $ 2,222 $ (82) (3.7) % $ 5 0.2 % Service charges on deposit accounts 2,083 2,007 1,593 76 3.8 % 414 26.0 % Debit card interchange fees, net 1,831 2,051 1,812 (220) (10.7) % 239 13.2 % Earnings on bank-owned life insurance, net 1,802 1,229 2,194 573 46.6 % (965) (44.0) % Dividends on Federal Home Loan Bank stock 1,265 1,056 760 209 19.8 % 296 38.9 % Merchant interchange fees, net 496 549 422 (53) (9.7) % 127 30.1 % Losses on sale of investment securities, net (5,893) (63) (16) (5,830) 9,254.0 % (47) 293.8 % Other income 1,260 1,849 1,145 (589) (31.9) % 704 61.5 % Total non-interest income $ 4,989 $ 10,905 $ 10,132 $ (5,916) (54.3) % $ 773 7.6 % 2023 Compared to 2022 Non-interest income totaled $5.0 million in 2023, a $5.9 million decrease from $10.9 million in 2022.
We expect to fund these commitments to the extent utilized primarily through the repayment of existing loans, deposit growth and liquid assets. Over the next twelve months, $87.0 million of time deposits will mature. We expect to replace these funds with new deposits. Our emphasis on local deposits, combined with our liquid investment portfolio, provides a very stable funding base.
We expect to fund these commitments to the extent utilized primarily through the repayment of existing loans, principal paydowns of investment securities, and liquid assets. Over the next twelve months, $233.7 million of time deposits will mature. We expect to replace these funds with new deposits or excess liquidity.
Market Interest Rates Market interest rates are, in part, based on the target federal funds interest rate (the interest rate banks charge each other for short-term borrowings) implemented by the Federal Reserve Open Market Committee ("FOMC").
Market Interest Rates Market interest rates are, in part, based on the target federal funds interest rate (the interest rate banks charge each other for short-term borrowings) implemented by the Federal Reserve Open Market Committee ("FOMC"). 32 In response to the evolving risks to economic activity caused by the COVID-19 pandemic, the FOMC made two emergency federal funds rate cuts totaling 150 basis points in March 2020.
The FHLB paid $1.0 million, $760 thousand and $654 thousand in cash dividends in 2022, 2021 and 2020, respectively. For additional information, refer to Note 2 to the Consolidated Financial Statements in ITEM 8 of this report. Accrued interest on investment securities totaled $6.9 million and $4.8 million at December 31, 2022 and 2021, respectively.
We received $1.3 million, $1.0 million and $760 thousand in cash dividends in 2023, 2022 and 2021, respectively. For additional information, refer to Note 2 to the Consolidated Financial Statements in ITEM 8 of this report. Deposits Deposits decreased by $283.3 million, to $3.290 billion at December 31, 2023, compared to $3.573 billion at December 31, 2022.
Loans designated as special mention decreased by $13.6 million in 2021, primarily due to $33.1 million in upgrades to a pass risk rating, $ 18.9 million in paydowns and payo ffs, and two loans that were downgraded from special mention to substandard totaling $5.4 million.
Loans designated as special mention decreased by $13.1 million in 2022, primarily due to $30.2 million in upgrades to a pass risk rating, $7.7 million in paydowns and payoffs, and $3.6 million in downgrades from special mention to substandard.
In addition, of the $16.1 million in paydowns and payoffs, $2.7 million was from loans downgraded in 2022. Loans classified substandard increased by $13.3 million in 2021, prim arily due to downgrades totaling $25.4 million and $2.3 million in substandard loans assumed in the AMRB acquisition. Of the downgraded loans, $24.2 million were secured by commercial real estate.
Of the downgraded loans, $4.7 million (or 53%) was secured by commercial real estate, and $3.6 million (or 41%) was to commercial borrowers. In addition, of the $16.1 million in paydowns and payoffs, $2.7 million was from loans downgraded in 2022.
For further discussion of bank capital requirements, refer to the SUPERVISION AND REGULATION section in ITEM 1 of this report.
For further discussion of bank capital requirements, refer to the SUPERVISION AND REGULATION section in ITEM 1 of this report. Bancorp's total risk-based capital ratio increased to 16.89% at December 31, 2023, from 15.90% at December 31, 2022.
The Bank's total risk-based capital ratio increased from 14.4% at December 31, 2021 to 15.7% at December 31, 2022, primarily due to capital creation from net income, partially offset by a $16.2 million dividend to the Holding Company to cover dividends to shareholders and Holding Company operating costs.
The Bank's total risk-based capital ratio increased to 16.62% at December 31, 2023, from 15.73% at December 31, 2022, primarily from net income and a decrease in risk-weighted assets, partially offset by $20.0 million in dividends to Bancorp to be used for cash dividends to shareholders and operating costs.
Maturities of Uninsured Time Deposits The following table shows time deposits by account that are in excess of $250,000 by time remaining to maturity at December 31, 2022.
Demand Deposit Marketplace SM ("DDM") and ICS balances are discussed in Note 6 to the Consolidated Financial Statements in ITEM 8 of this report. Maturities of Uninsured Time Deposits The following table shows time deposits by account that are in excess of $250,000 by time remaining to maturity at December 31, 2023.
Non-interest Expense The table below details the components of non-interest expense. 2022 compared to 2021 2021 compared to 2020 Years ended December 31, Amount Increase (Decrease) Percent Increase (Decrease) Amount Increase (Decrease) Percent Increase (Decrease) (dollars in thousands; unaudited) 2022 2021 2020 Salaries and employee benefits $ 42,046 $ 41,939 $ 34,393 $ 107 0.3 % $ 7,546 21.9 % Occupancy and equipment 7,823 7,297 6,943 526 7.2 % 354 5.1 % Data processing 4,649 5,139 3,184 (490) (9.5) % 1,955 61.4 % Professional services 3,299 4,974 2,181 (1,675) (33.7) % 2,793 128.1 % Depreciation and amortization 1,840 1,740 2,149 100 5.7 % (409) (19.0) % Information technology 2,197 1,550 1,050 647 41.7 % 500 47.6 % Amortization of core deposit intangible 1,489 1,135 853 354 31.2 % 282 33.1 % Directors' expense 1,107 957 713 150 15.7 % 244 34.2 % Federal Deposit Insurance Corporation insurance 1,179 889 474 290 32.6 % 415 87.6 % Charitable contributions 709 587 1,034 122 20.8 % (447) (43.2) % Other real estate owned 359 5 — 354 7,080.0 % 5 N/A Other non-interest expense: Advertising 1,070 908 769 162 17.8 % 139 18.1 % Other expense 7,502 5,518 4,715 1,984 36.0 % 803 17.0 % Total other non-interest expense 8,572 6,426 5,484 2,146 33.4 % 942 17.2 % Total non-interest expense $ 75,269 $ 72,638 $ 58,458 $ 2,631 3.6 % $ 14,180 24.3 % 2022 Compared to 2021 Non-interest expense increased $2.6 million to $75.3 million in 2022 from $72.6 million in 2021.
Additionally, 2022 incorporated a full year of non-interest income from the AMRB acquisition, compared to five months in 2021. 34 Non-interest Expense The table below details the components of non-interest expense. 2023 compared to 2022 2022 compared to 2021 Years ended December 31, Amount Increase (Decrease) Percent Increase (Decrease) Amount Increase (Decrease) Percent Increase (Decrease) (dollars in thousands; unaudited) 2023 2022 2021 Salaries and employee benefits $ 43,448 $ 42,046 $ 41,939 $ 1,402 3.3 % $ 107 0.3 % Occupancy and equipment 8,306 7,823 7,297 483 6.2 % 526 7.2 % Data processing 4,057 4,649 5,139 (592) (12.7) % (490) (9.5) % Professional services 3,598 3,299 4,974 299 9.1 % (1,675) (33.7) % Deposit network fees 2,783 258 26 2,525 978.7 % 232 892.3 % Depreciation and amortization 2,098 1,840 1,740 258 14.0 % 100 5.7 % Federal Deposit Insurance Corporation insurance 1,878 1,179 889 699 59.3 % 290 32.6 % Information technology 1,569 2,197 1,550 (628) (28.6) % 647 41.7 % Amortization of core deposit intangible 1,350 1,489 1,135 (139) (9.3) % 354 31.2 % Directors' expense 1,212 1,107 957 105 9.5 % 150 15.7 % Charitable contributions 717 709 587 8 1.1 % 122 20.8 % Other real estate owned 48 359 5 (311) (86.6) % 354 NM Other non-interest expense: Advertising 1,244 1,070 908 174 16.3 % 162 17.8 % Other expense 7,173 7,244 5,492 (71) (1.0) % 1,752 31.9 % Total other non-interest expense 8,417 8,314 6,400 103 1.2 % 1,914 29.9 % Total non-interest expense $ 79,481 $ 75,269 $ 72,638 $ 4,212 5.6 % $ 2,631 3.6 % NM - not meaningful 2023 Compared to 2022 Non-interest expenses increased $4.2 million to $79.5 million in 2023 from $75.3 million in 2022.
Other increases in 2022 included core deposit intangible amortization and FDIC insurance, largely attributable to the 2021 AMRB acquisition, a $345 thousand valuation adjustment in other real estate owned expense, and a $490 thousand increase in employment recruiting costs included in other expense. 33 Salaries and employee benefits expense was relatively flat year-over-year.
Significant fluctuations were as follows: • Information technology expenses increased by $647 thousand due to investments in software and equipment during 2022. • Total o ccupancy expenses, including depreciation and amortization, increased $626 thousand resulting primarily from merger growth and $212 thousand in accelerated costs related to planned branch closures. • Other increases in 2022 included core deposit intangible amortization and FDIC insurance, largely attributable to the 2021 AMRB acquisition, a $345 thousand valuation adjustment in other real estate owned expense, and a $490 thousand increase in employment recruiting costs included in other expense. • Salaries and employee benefits expense remained relatively flat year-over-year.
Fair value is discussed further in Note 1 - Summary of Significant Accounting Policies and Note 9 - Fair Value of Assets and Liabilities in ITEM 8 - Financial Statements and Supplementary Data of this Form 10-K.
Fair value is discussed further in Note 1 - Summary of Significant Accounting Policies, and Note 9 - Fair Value of Assets and Liabilities in ITEM 8 - Financial Statements and Supplementary Data of this Form 10-K. 26 Goodwill Goodwill arises from the acquisition method of accounting for business combinations and represents the excess of the fair value of the consideration transferred, plus the fair value of any noncontrolling interests in the acquiree, over the fair value of the net assets acquired and liabilities assumed as of the acquisition date.