Biggest changeThe comparison between 2021 and 2020 includes an additional change factor that shows the effect of the difference in the number of days (due to leap year in 2020) in each period for assets and liabilities that accrue interest based upon the actual number of days in the period, as further discussed below. 2022 vs. 2021 2021 vs. 2020 Increase (Decrease) Due to Change in Increase (Decrease) Due to Change in Rate Volume Total Rate Volume Days Total Interest-bearing deposits $ 199,513 $ (1,024) $ 198,489 $ (7,856) $ 12,876 $ (35) $ 4,985 Federal funds sold 808 109 917 (336) (354) (2) (692) Resell agreements 516 60 576 (79) (77) — (156) Securities: Taxable 9,418 150,829 160,247 (13,040) 9,021 — (4,019) Tax-exempt 1,607 11,352 12,959 (1,618) (7,710) — (9,328) Loans, net of unearned discounts 98,271 (1,257) 97,014 11,000 (14,673) (1,871) (5,544) Total earning assets 310,133 160,069 470,202 (11,929) (917) (1,908) (14,754) Savings and interest checking 10,528 162 10,690 (1,767) 672 (7) (1,102) Money market deposit accounts 102,224 3,111 105,335 (8,389) 2,476 (42) (5,955) Time accounts 8,460 1,471 9,931 (10,344) (58) (39) (10,441) Federal funds purchased 655 3 658 (65) (3) — (68) Repurchase agreements 31,991 243 32,234 (3,646) 1,485 (12) (2,173) Junior subordinated deferrable interest debentures 1,901 (213) 1,688 (1,010) (66) — (1,076) Subordinated notes (8) 8 — (8) 9 — 1 Federal Home Loan Bank advances — — — — (318) — (318) Total interest-bearing liabilities 155,751 4,785 160,536 (25,229) 4,197 (100) (21,132) Net change $ 154,382 $ 155,284 $ 309,666 $ 13,300 $ (5,114) $ (1,808) $ 6,378 Taxable-equivalent net interest income for 2022 increased $309.7 million, or 28.7%, compared to 2021.
Biggest changeThe changes in net interest income due to changes in both average volume and average interest rate have been allocated to the average volume change or the average interest rate change in proportion to the absolute amounts of the change in each. 2023 vs. 2022 2022 vs. 2021 Increase (Decrease) Due to Change in Increase (Decrease) Due to Change in Rate Volume Total Rate Volume Total Interest-bearing deposits $ 284,300 $ (124,657) $ 159,643 $ 199,513 $ (1,024) $ 198,489 Federal funds sold 712 (372) 340 808 109 917 Resell agreements 478 3,551 4,029 516 60 576 Securities: Taxable 73,512 82,980 156,492 9,418 150,829 160,247 Tax-exempt 13,975 (16,891) (2,916) 1,607 11,352 12,959 Loans, net of unearned discounts 364,794 56,946 421,740 98,271 (1,257) 97,014 Total earning assets 737,771 1,557 739,328 310,133 160,069 470,202 Savings and interest checking 30,901 (1,673) 29,228 10,528 162 10,690 Money market deposit accounts 206,636 (11,574) 195,062 102,224 3,111 105,335 Time accounts 97,166 46,323 143,489 8,460 1,471 9,931 Federal funds purchased 942 (108) 834 655 3 658 Repurchase agreements 70,483 31,043 101,526 31,991 243 32,234 Junior subordinated deferrable interest debentures 4,473 2 4,475 1,901 (213) 1,688 Subordinated notes — — — (8) 8 — Total interest-bearing liabilities 410,601 64,013 474,614 155,751 4,785 160,536 Net change $ 327,170 $ (62,456) $ 264,714 $ 154,382 $ 155,284 $ 309,666 Taxable-equivalent net interest income for 2023 increased $264.7 million, or 19.1%, compared to 2022.
In the case of off-balance-sheet credit exposures, the allowance for credit losses is a liability account, calculated in accordance with ASC 326, reported as a component of accrued interest payable and other liabilities in our consolidated balance sheets.
In the case of off-balance-sheet credit exposures, the allowance for credit losses is a liability account, calculated in accordance with ASC 326, reported as a component of accrued interest payable and other liabilities in our consolidated balance sheets.
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.
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.
Also see Note 3 - Loans in the accompanying notes to consolidated financial statements included elsewhere in this report.
Also see Note 3 - Loans in the accompanying notes to consolidated financial statements included elsewhere in this report.
Factors that could cause actual results to differ from those discussed in the forward-looking statements include, but are not limited to: • The effects of and changes in trade and monetary and fiscal policies and laws, including the interest rate policies of the Federal Reserve Board. • Inflation, interest rate, securities market and monetary fluctuations. • Local, regional, national and international economic conditions and the impact they may have on us and our customers and our assessment of that impact. • Changes in the financial performance and/or condition of our borrowers. • Changes in the mix of loan geographies, sectors and types or the level of non-performing assets and charge-offs. • Changes in estimates of future credit loss reserve requirements based upon the periodic review thereof under relevant regulatory and accounting requirements. • Changes in our liquidity position. • Impairment of our goodwill or other intangible assets. • The timely development and acceptance of new products and services and perceived overall value of these products and services by users. • Changes in consumer spending, borrowing and saving habits. • Greater than expected costs or difficulties related to the integration of new products and lines of business. • Technological changes. • The cost and effects of cyber incidents or other failures, interruptions or security breaches of our systems or those of our customers or third-party providers. • Acquisitions and integration of acquired businesses. • Changes in the reliability of our vendors, internal control systems or information systems. • Our ability to increase market share and control expenses. • Our ability to attract and retain qualified employees. • Changes in our organization, compensation and benefit plans. • The soundness of other financial institutions. • Volatility and disruption in national and international financial and commodity markets. • Changes in the competitive environment in our markets and among banking organizations and other financial service providers. • Government intervention in the U.S. financial system. • Political instability. • Acts of God or of war or terrorism. • The potential impact of climate change. • The impact of pandemics, epidemics or any other health-related crisis. 36 Table of Contents • The costs and effects of legal and regulatory developments, the resolution of legal proceedings or regulatory or other governmental inquiries, the results of regulatory examinations or reviews and the ability to obtain required regulatory approvals. • The effect of changes in laws and regulations (including laws and regulations concerning taxes, banking, securities and insurance) and their application with which we and our subsidiaries must comply. • The effect of changes in accounting policies and practices, as may be adopted by the regulatory agencies, as well as the Public Company Accounting Oversight Board, the Financial Accounting Standards Board and other accounting standard setters. • Our success at managing the risks involved in the foregoing items.
Factors that could cause actual results to differ from those discussed in the forward-looking statements include, but are not limited to: • The effects of and changes in trade and monetary and fiscal policies and laws, including the interest rate policies of the Federal Reserve Board. • Inflation, interest rate, securities market, and monetary fluctuations. • Local, regional, national, and international economic conditions and the impact they may have on us and our customers and our assessment of that impact. • Changes in the financial performance and/or condition of our borrowers. • Changes in the mix of loan geographies, sectors and types or the level of non-performing assets and charge-offs. • Changes in estimates of future credit loss reserve requirements based upon the periodic review thereof under relevant regulatory and accounting requirements. • Changes in our liquidity position. • Impairment of our goodwill or other intangible assets. • The timely development and acceptance of new products and services and perceived overall value of these products and services by users. • Changes in consumer spending, borrowing, and saving habits. • Greater than expected costs or difficulties related to the integration of new products and lines of business. • Technological changes. • The cost and effects of cyber incidents or other failures, interruptions, or security breaches of our systems or those of our customers or third-party providers. • Acquisitions and integration of acquired businesses. • Changes in the reliability of our vendors, internal control systems or information systems. • Our ability to increase market share and control expenses. • Our ability to attract and retain qualified employees. • Changes in our organization, compensation, and benefit plans. • The soundness of other financial institutions. • Volatility and disruption in national and international financial and commodity markets. • Changes in the competitive environment in our markets and among banking organizations and other financial service providers. • Government intervention in the U.S. financial system. • Political or economic instability. • Acts of God or of war or terrorism. • The potential impact of climate change. • The impact of pandemics, epidemics, or any other health-related crisis. 40 Table of Contents • The costs and effects of legal and regulatory developments, the resolution of legal proceedings or regulatory or other governmental inquiries, the results of regulatory examinations or reviews and the ability to obtain required regulatory approvals. • The effect of changes in laws and regulations (including laws and regulations concerning taxes, banking, securities, and insurance) and their application with which we and our subsidiaries must comply. • The effect of changes in accounting policies and practices, as may be adopted by the regulatory agencies, as well as the Public Company Accounting Oversight Board, the Financial Accounting Standards Board and other accounting standard setters. • Our success at managing the risks involved in the foregoing items.
Further analysis of the components of our net interest margin is presented below. 39 Table of Contents The following table presents an analysis of net interest income and net interest spread for the periods indicated, including average outstanding balances for each major category of interest-earning assets and interest-bearing liabilities, the interest earned or paid on such amounts, and the average rate earned or paid on such assets or liabilities, respectively.
Further analysis of the components of our net interest margin is presented below. 43 Table of Contents The following table presents an analysis of net interest income and net interest spread for the periods indicated, including average outstanding balances for each major category of interest-earning assets and interest-bearing liabilities, the interest earned or paid on such amounts, and the average rate earned or paid on such assets or liabilities, respectively.
The effective income tax rates differed from the U.S. statutory federal income tax rate of 21% during 2022 and 2021 primarily due to the effect of tax-exempt income from loans, securities and life insurance policies and the income tax effects associated with stock-based compensation, among other things, and their relative proportion to total pre-tax net income.
The effective income tax rates differed from the U.S. statutory federal income tax rate of 21% during 2023 and 2022 primarily due to the effect of tax-exempt income from securities, loans and life insurance policies and the income tax effects associated with stock-based compensation, among other things, and their relative proportion to total pre-tax net income.
While management utilizes its best judgment and information 57 Table of Contents available, the ultimate adequacy of our allowance accounts is dependent upon a variety of factors beyond our control, including the performance of our portfolios, the economy, changes in interest rates and the view of the regulatory authorities toward classification of assets.
While management utilizes its best judgment and information available, the ultimate adequacy of 61 Table of Contents our allowance accounts is dependent upon a variety of factors beyond our control, including the performance of our portfolios, the economy, changes in interest rates and the view of the regulatory authorities toward classification of assets.
In estimating expected credit losses as of December 31, 2021, we utilized the Moody’s Analytics December 2021 Consensus Scenario (the “December 2021 Consensus Scenario”) to forecast the macroeconomic variables used in our models. The December 2021 Consensus Scenario was based on the review of a variety of surveys of baseline forecasts of the U.S. economy.
In estimating expected credit losses as of December 31, 2023, we utilized the Moody’s Analytics December 2023 Consensus Scenario (the “December 2023 Consensus Scenario”) to forecast the macroeconomic variables used in our models. The December 2023 Consensus Scenario was based on the review of a variety of surveys of baseline forecasts of the U.S. economy.
Details of the changes in the various components of net income are further discussed below. 38 Table of Contents Net Interest Income Net interest income is the difference between interest income on earning assets, such as loans and securities, and interest expense on liabilities, such as deposits and borrowings, which are used to fund those assets.
Details of the changes in the various components of net income are further discussed below. 42 Table of Contents Net Interest Income Net interest income is the difference between interest income on earning assets, such as loans and securities, and interest expense on liabilities, such as deposits and borrowings, which are used to fund those assets.
Contingent income also includes amounts received from various benefit plan insurance companies related to the volume of business generated and/or the subsequent retention of such business. This benefit plan related contingent income totaled $1.6 million in 2022 and $1.3 million in 2021. Interchange and Card Transaction Fees.
Contingent income also includes amounts received from various benefit plan insurance companies related to the volume of business generated and/or the subsequent retention of such business. This benefit plan related contingent income totaled $1.3 million in 2023 and $1.6 million in 2022. Interchange and Card Transaction Fees.
We have also provided additional qualitative adjustments, or management overlays, as of December 31, 2022 as management believes there are still significant risks impacting certain categories of our loan portfolio. Q-Factor and other qualitative adjustments as of December 31, 2022 are detailed in the table below.
We have also provided additional qualitative adjustments, or management overlays, as of December 31, 2023 as management believes there are still significant risks impacting certain categories of our loan portfolio. Q-Factor and other qualitative adjustments as of December 31, 2023 are detailed in the table below.
Underwriting standards for home equity loans are heavily influenced by statutory requirements, which include, but are not limited to, loan-to-value limitations, collection remedies, the number of such loans a borrower can have at one time and documentation requirements. 51 Table of Contents We maintain an independent loan review department that reviews and validates the credit risk program on a periodic basis.
Underwriting standards for home equity loans are heavily influenced by statutory requirements, which include, but are not limited to, loan-to-value limitations, collection remedies, the number of such loans a borrower can have at one time and documentation requirements. We maintain an independent loan review department that reviews and validates the credit risk program on a periodic basis.
As of December 31, 2022, management is not aware of any events that are reasonably likely to have a material adverse effect on our liquidity, capital resources or operations. In addition, management is not aware of any regulatory recommendations regarding liquidity that would have a material adverse effect on us.
As of December 31, 2023, management is not aware of any events that are reasonably likely to have a material adverse effect on our liquidity, capital resources or operations. In addition, management is not aware of any regulatory recommendations regarding liquidity that would have a material adverse effect on us.
These renewals, extensions and refinancings are made in the ordinary course of business for customers that meet our normal level of credit standards. Such borrowers typically request renewals to support their on-going working capital needs to finance their operations. Such borrowers are not experiencing financial difficulties and generally 55 Table of Contents could obtain similar financing from another financial institution.
These renewals, extensions and refinancings are made in the ordinary course of business for customers that meet our normal level of credit standards. Such borrowers typically request renewals to support their on-going working capital needs to finance their operations. Such borrowers are not experiencing financial difficulties and generally could obtain similar financing from another financial institution.
Guidelines require that the companies have extensive experience through several industry cycles, and that they be supported by financially competent and committed guarantors who provide a significant secondary source of repayment. Borrowers in this sector are typically privately-owned, middle-market companies with annual 50 Table of Contents sales of less than $100 million.
Guidelines require that the companies have extensive experience through several industry cycles, and that they be supported by financially competent and committed guarantors who provide a significant secondary source of repayment. Borrowers in this sector are typically privately-owned, middle-market companies with annual sales of less than $100 million.
The average rate paid on interest-bearing deposits during 2022 was impacted by an increase in the interest rates we pay on most of our interest-bearing deposit products as a result of increases in market interest rates. Geographic Concentrations .
The average rate paid on interest-bearing deposits during 2023 was impacted by an increase in the interest rates we pay on most of our interest-bearing deposit products as a result of increases in market interest rates. Geographic Concentrations .
Contingent income primarily consists of amounts received from various property and casualty insurance carriers related to the loss performance of insurance policies previously placed. These performance related contingent payments are seasonal in nature and are mostly received during the first quarter of each year. This performance related contingent income totaled $1.9 million in 2022 and $3.2 million in 2021.
Contingent income primarily consists of amounts received from various property and casualty insurance carriers related to the loss performance of insurance policies previously placed. These performance related contingent payments are seasonal in nature and are mostly received during the first quarter of each year. This performance related contingent income totaled $3.3 million in 2023 and $1.9 million in 2022.
Energy loans include commercial and industrial loans, leases and real estate 49 Table of Contents loans to borrowers in the energy industry. Real estate loans include both commercial and consumer balances. Loan Origination/Risk Management. We have certain lending policies and procedures in place that are designed to maximize loan income within an acceptable level of risk.
Energy loans include commercial and industrial loans, leases and real estate loans to borrowers in the energy industry. Real estate loans include both commercial and consumer balances. Loan Origination/Risk Management. We have certain lending policies and procedures in place that are designed to maximize loan income within an acceptable level of risk.
Regulatory agencies for banks and bank holding companies utilize capital guidelines designed to measure capital and take into consideration the risk inherent in both on-balance sheet and off-balance sheet items. See Note 9 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements elsewhere in this report.
Regulatory agencies for banks and bank holding companies utilize capital guidelines designed to measure capital and take into consideration the risk inherent in both on-balance sheet and off-balance sheet items. See Note 8 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements included elsewhere in this report.
Financial Statements and Supplementary Data elsewhere in this report for further details of the risk factors considered by management in estimating the necessary level of the allowance for credit losses. 37 Table of Contents Overview The following discussion and analysis presents the more significant factors that affected our financial condition as of December 31, 2022 and 2021 and results of operations for each of the years then ended.
Financial Statements and Supplementary Data elsewhere in this report for further details of the risk factors considered by management in estimating the necessary level of the allowance for credit losses. 41 Table of Contents Overview The following discussion and analysis presents the more significant factors that affected our financial condition as of December 31, 2023 and 2022 and results of operations for each of the years then ended.
In the ordinary course of business we have entered into contractual obligations and have made other commitments to make future payments. Refer to the accompanying notes to consolidated financial statements elsewhere in this report for the expected timing of such payments as of December 31, 2022.
In the ordinary course of business we have entered into contractual obligations and have made other commitments to make future payments. Refer to the accompanying notes to consolidated financial statements included elsewhere in this report for the expected timing of such payments as of December 31, 2023.
Quantitative and Qualitative Disclosures About Market Risk elsewhere in this report. 42 Table of Contents Our hedging policies permit the use of various derivative financial instruments, including interest rate swaps, swaptions, caps and floors, to manage exposure to changes in interest rates.
Quantitative and Qualitative Disclosures About Market Risk elsewhere in this report. Our hedging policies permit the use of various derivative financial instruments, including interest rate swaps, swaptions, caps and floors, to manage exposure to changes in interest rates.
As a general policy, we do not lend to energy traders; however, we have made an exception to this policy for certain customers based upon their underlying business models which minimize risk as commodities are bought only to fill existing orders (back-to-back trading). As such, the commodity price risk and sale risk are eliminated.
As a general policy, we do not lend to energy traders; however, we have made an exception to this policy for certain 54 Table of Contents customers based upon their underlying business models which minimize risk as commodities are bought only to fill existing orders (back-to-back trading). As such, the commodity price risk and sale risk are eliminated.
We have begun to explore the credit and reputational risks associated with climate change and their potential impact on the foregoing and are also closely monitoring regulatory developments on climate risk. This includes, among other things, researching and developing a formalized approach to considering climate change related risks in our underwriting processes.
We have begun to explore the credit and reputational risks associated with climate change and their potential impact on the foregoing and are also closely monitoring regulatory developments 53 Table of Contents on climate risk. This includes, among other things, researching and developing a formalized approach to considering climate change related risks in our underwriting processes.
These adjustments are determined based upon minimum reserve ratios for loans within our commercial real estate - non-owner occupied and commercial real estate - construction loan portfolios that have risk grades of 8 or worse.
These adjustments are determined based upon minimum reserve ratios for 64 Table of Contents loans within our commercial real estate - non-owner occupied and commercial real estate - construction loan portfolios that have risk grades of 8 or worse.
While some short-term loans may be made on an unsecured basis, most are secured by the assets being financed with collateral margins that are consistent with our loan policy guidelines. The commercial and industrial loan portfolio also includes the commercial lease and purchased shared national credits. Energy .
While some short-term loans may be made on an unsecured basis, most are secured by the assets being financed with collateral margins that are consistent with our loan policy guidelines. The commercial and industrial loan portfolio also includes the commercial lease and purchased shared national credits. 55 Table of Contents Energy .
Management deemed it appropriate to consider an additional overlay to the modeled forecasted losses for the unsecured consumer portfolio. 61 Table of Contents As of December 31, 2021, we provided qualitative adjustments, as detailed in the table below. Further information regarding these qualitative adjustments is provided in our 2021 Form 10-K.
Management deemed it appropriate to consider an additional overlay to the modeled forecasted losses for the unsecured consumer portfolio. As of December 31, 2022, we provided qualitative adjustments, as detailed in the table below. Further information regarding these qualitative adjustments is provided in our 2022 Form 10-K.
Accounting Standards Updates See Note 20 - Accounting Standards Updates in the accompanying notes to consolidated financial statements elsewhere in this report for details of recently issued accounting pronouncements and their expected impact on our financial statements.
Accounting Standards Updates See Note 19 - Accounting Standards Updates in the accompanying notes to consolidated financial statements included elsewhere in this report for details of recently issued accounting pronouncements and their expected impact on our financial statements.
The outstanding balance of these loans and the unfunded amounts available under these commitments were not significant at December 31, 2022 or 2021. Maturities and Sensitivities of Loans to Changes in Interest Rates. The following table presents the maturity distribution of our loan portfolio at December 31, 2022.
The outstanding balance of these loans and the unfunded amounts available under these commitments were not significant at December 31, 2023 or 2022. 58 Table of Contents Maturities and Sensitivities of Loans to Changes in Interest Rates. The following table presents the maturity distribution of our loan portfolio at December 31, 2023.
These include payments related to 66 Table of Contents (i) long-term borrowings (Note 7 - Borrowed Funds), (ii) operating leases (Note 4 - Premises and Equipment and Lease Commitments), (iii) time deposits with stated maturity dates (Note 6 - Deposits) and (iv) commitments to extend credit and standby letters of credit (Note 8 - Off-Balance-Sheet Arrangements, Commitments, Guarantees and Contingencies).
These include payments related to (i) long-term borrowings (Note 6 - Borrowed Funds), (ii) operating leases (Note 4 - Premises and Equipment and Lease Commitments), (iii) time deposits with stated maturity dates (Note 5 - Deposits) and (iv) commitments to extend credit and standby letters of credit (Note 7 - Off-Balance-Sheet Arrangements, Commitments, Guarantees and Contingencies).
The increase was primarily related to an increase in the average yield on interest-bearing deposits (primarily amounts held in an interest-bearing account at the Federal Reserve); an increase in the average volume of, and to a lesser extent, an increase in the yield on taxable securities; an increase in the average yield on loans; and an increase in the average volume of, and to a lesser extent, an increase in the average taxable-equivalent yield on tax-exempt securities.
The increase was primarily related to an increase in the average yield on loans and, to a lesser extent, the average volume of loans; an increase in the average yields on interest-bearing deposits (primarily amounts held in an interest-bearing account at the Federal Reserve); an increase in the average volume of and average yield on taxable securities; and an increase in the average taxable-equivalent yield on tax-exempt securities, among other things.
Dollar amounts in tables are stated in thousands, except for per share amounts. Results of Operations Net income available to common shareholders totaled $572.5 million, or $8.81 diluted per common share, in 2022 compared to $435.9 million, or $6.76 diluted per common share, in 2021 and $323.6 million, or $5.10 diluted per common share, in 2020.
Dollar amounts in tables are stated in thousands, except for per share amounts. Results of Operations Net income available to common shareholders totaled $591.3 million, or $9.10 diluted per common share, in 2023 compared to $572.5 million, or $8.81 diluted per common share, in 2022 and $435.9 million, or $6.76 diluted per common share, in 2021.
Our taxable-equivalent net interest spread, which represents the difference between the average rate earned on earning assets and the average rate paid on interest-bearing liabilities, was 2.56% in 2022 compared to 2.48% in 2021.
Our taxable-equivalent net interest spread, which represents the difference between the average rate earned on earning assets and the average rate paid on interest-bearing liabilities, was 2.63% in 2023 compared to 2.56% in 2022.
In addition, management tracks the level of owner-occupied commercial real estate loans versus non-owner occupied loans. At December 31, 2022, approximately 49.6% of the outstanding principal balance of our commercial real estate loans were secured by owner-occupied properties.
In addition, management tracks the level of owner-occupied commercial real estate loans versus non-owner occupied loans. At December 31, 2023, approximately 49.9% of the outstanding principal balance of our commercial real estate loans were secured by owner-occupied properties.
For additional information regarding our accounting policies related to credit losses, refer to Note 1 - Summary of Significant Accounting Policies and Note 3 - Loans in the accompanying notes to consolidated financial statements. Allowance for Credit Losses - Loans.
For additional information regarding our accounting policies related to credit losses, refer to Note 1 - Summary of Significant Accounting Policies and Note 3 - Loans in the accompanying notes to consolidated financial statements included elsewhere in this report. Allowance for Credit Losses - Loans.
At December 31, 2022, all of the securities in our municipal bond portfolio were issued by the State of Texas or political subdivisions or agencies within the State of Texas, of which approximately 75.6% are either guaranteed by the Texas Permanent School Fund, which has a “triple-A” insurer financial strength rating, or secured by U.S.
At December 31, 2023, all of the securities in our municipal bond portfolio were issued by the State of Texas or political subdivisions or agencies within the State of Texas, of which approximately 70.9% are either guaranteed by the Texas Permanent School Fund, which has a “triple-A” insurer financial strength rating, or secured by U.S.
Should any of the factors considered by management in making this estimate change, our estimate of current expect credit losses could also change, which could affect the level of future credit loss expense related to loans. Allowance for Credit Losses - Off-Balance-Sheet Credit Exposures.
Should any of the factors considered by management in making this estimate change, our estimate of current expected credit losses could also change, which could affect the level of future credit loss expense related to loans. 66 Table of Contents Allowance for Credit Losses - Off-Balance-Sheet Credit Exposures.
Additional details about our preferred stock are included in Note 9 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements elsewhere in this report. Stock Repurchase Plans. From time to time, our board of directors has authorized stock repurchase plans.
Additional details about our preferred stock are included in Note 8 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements included elsewhere in this report. Purchases of Equity Securities. From time to time, our board of directors has authorized stock repurchase plans.
While there can be no such assurance that any increases or decreases in the federal funds rate will occur, these projections imply up to a 75 basis point increase in the federal funds rate during 2023, followed by a 100 basis point decrease in 2024.
While there can be no such assurance that any such decreases in the federal funds rate will occur, these projections imply up to a 75 basis point decrease in the federal funds rate during 2024, followed by a 100 basis point decrease in 2025.
Average assets totaled $51.5 billion in 2022 compared to $46.0 billion in 2021. 2022 2021 2020 Sources of Funds: Deposits: Non-interest-bearing 35.3 % 36.2 % 35.7 % Interest-bearing 51.2 47.4 47.1 Federal funds purchased 0.1 0.1 0.1 Repurchase agreements 4.5 4.6 3.8 Long-term debt and other borrowings 0.4 0.5 0.9 Other non-interest-bearing liabilities 1.6 1.7 1.8 Equity capital 6.9 9.5 10.6 Total 100.0 % 100.0 % 100.0 % Uses of Funds: Loans 32.5 % 36.5 % 45.2 % Securities 36.3 28.0 33.4 Interest-bearing deposits 24.8 29.4 14.0 Federal funds sold 0.1 — 0.2 Resell agreements — — 0.1 Other non-interest-earning assets 6.3 6.1 7.1 Total 100.0 % 100.0 % 100.0 % Deposits continue to be our primary source of funding.
Average assets totaled $49.6 billion in 2023 compared to $51.5 billion in 2022. 2023 2022 2021 Sources of Funds: Deposits: Non-interest-bearing 30.9 % 35.3 % 36.2 % Interest-bearing 52.6 51.2 47.4 Federal funds purchased 0.1 0.1 0.1 Repurchase agreements 7.7 4.5 4.6 Long-term debt and other borrowings 0.4 0.4 0.5 Other non-interest-bearing liabilities 1.6 1.6 1.7 Equity capital 6.7 6.9 9.5 Total 100.0 % 100.0 % 100.0 % Uses of Funds: Loans 36.1 % 32.5 % 36.5 % Securities 42.0 36.3 28.0 Interest-bearing deposits 14.8 24.8 29.4 Federal funds sold — 0.1 — Resell agreements 0.2 — — Other non-interest-earning assets 6.9 6.3 6.1 Total 100.0 % 100.0 % 100.0 % Deposits continue to be our primary source of funding.
Combined, home equity loans and lines of credit made up 61.9% and 59.8% of the consumer real estate loan total at December 31, 2022 and 2021, respectively. We offer home equity loans up to 80% of the estimated value of the personal residence of the borrower, less the value of existing mortgages and home improvement loans.
Combined, home equity loans and lines of credit made up 60.5% and 61.9% of the consumer real estate loan total at December 31, 2023 and 2022, respectively. We offer home equity loans up to 80% of the estimated value of the personal residence of the borrower, less the value of existing mortgages and home improvement loans.
The December 2021 Consensus Scenario projections included, among other things, (i) U.S.
The December 2023 Consensus Scenario projections included, among other things, (i) U.S.
From time to time, we have obtained interest-bearing deposits through brokered transactions including participation in the Certificate of Deposit Account Registry Service (“CDARS”). Brokered deposits were not significant during the reported periods. Capital and Liquidity Capital . Shareholders’ equity totaled $3.1 billion at December 31, 2022 and $4.4 billion at December 31, 2021.
From time to time, we have obtained interest-bearing deposits through brokered transactions including participation in the Certificate of Deposit Account Registry Service (“CDARS”). Brokered deposits were not significant during the reported periods. 68 Table of Contents Capital and Liquidity Capital . Shareholders’ equity totaled $3.7 billion at December 31, 2023 and $3.1 billion at December 31, 2022.
The increase in taxable-equivalent net interest income during 2022 was primarily related to an increase in the average yield on interest-bearing deposits (primarily amounts held in an interest-bearing account at the Federal Reserve); an increase in the average volume of, and to a much lesser extent, an increase in the yield on taxable securities; an increase in the average yield on loans; and an increase in the average volume of, and to a lesser extent, an increase in the average taxable-equivalent yield on tax-exempt securities.
The increase in taxable-equivalent net interest income during 2023 was primarily related to an increase in the average yield on loans and, to a lesser extent, the average volume of loans; an increase in the average yield on interest-bearing deposits (primarily amounts held in an interest-bearing account at the Federal Reserve); an increase in the average volume of and average yield on taxable securities; and an increase in the average taxable-equivalent yield on tax-exempt securities, among other things.
Furthermore, at December 31, 2022, we had approximately $12.7 billion in securities that were unencumbered by a pledge and could be used to support additional borrowings through repurchase agreements or the Federal Reserve discount window, as needed.
Furthermore, at December 31, 2023, we had approximately $13.1 billion in securities that were unencumbered by a pledge and could be used to support additional borrowings through repurchase agreements or the Federal Reserve discount window, as needed.
The allowance for credit losses on off-balance-sheet credit exposures totaled $58.6 million and $50.3 million at December 31, 2022 and December 31, 2020, respectively. The level of the allowance for credit losses on off-balance-sheet credit exposures depends upon the volume of outstanding commitments, underlying risk grades, the expected utilization of available funds and forecasted economic conditions impacting our loan portfolio.
The allowance for credit losses on off-balance-sheet credit exposures totaled $51.8 million at December 31, 2023 and $58.6 million at December 31, 2022. The level of the allowance for credit losses on off-balance-sheet credit exposures depends upon the volume of outstanding commitments, underlying risk grades, the expected utilization of available funds and forecasted economic conditions impacting our loan portfolio.
As a result of this assessment as of December 31, 2022, modeled expected credit losses were adjusted upwards by a weighted-average Q-Factor adjustment of approximately 2.2%, resulting in a $2.3 million total adjustment, up from approximately 2.3% at December 31, 2021, which resulted in a $1.8 million total adjustment.
As a result of this assessment as of December 31, 2023, modeled expected credit losses were adjusted upwards by a weighted-average Q-Factor adjustment of approximately 4.4%, resulting in a $3.9 million total adjustment, up from approximately 2.2% at December 31, 2022, which resulted in a $2.3 million total adjustment.
Mexico has historically been considered a part of the natural trade territory of our banking offices. Accordingly, U.S. dollar-denominated foreign deposits from sources within Mexico have traditionally been a significant source of funding. Average deposits from foreign sources, primarily Mexico, totaled $1.1 billion in 2022 and $933.3 million in 2021. Brokered Deposits.
Mexico has historically been considered a part of the natural trade territory of our banking offices. Accordingly, U.S. dollar-denominated foreign deposits from sources within Mexico have traditionally been a significant source of funding. Average deposits from foreign sources, primarily Mexico, totaled $1.1 billion in both 2023 and 2022 respectively. Brokered Deposits.
In addition, financial markets and global supply chains may continue to be adversely affected by the current or anticipated impact of military conflict, including the current Russian invasion of Ukraine, terrorism or other geopolitical events. Forward-looking statements speak only as of the date on which such statements are made.
In addition, financial markets and global supply chains may continue to be adversely affected by the current or anticipated impact of global wars/military conflicts, terrorism, or other geopolitical events. Forward-looking statements speak only as of the date on which such statements are made.
Specific allocations for commercial and industrial loans that were evaluated for expected credit losses on an individual basis decreased $4.5 million, or 42.3%, from $10.5 million at December 31, 2021 to $6.1 million at December 31, 2022. The decrease in specific allocations for commercial and industrial loans was primarily related to principal payments received and the recognition of charge-offs.
Specific allocations for commercial and industrial loans that were evaluated for expected credit losses on an individual basis decreased $3.6 million, or 60.0%, from $6.1 million at December 31, 2022 to $2.4 million at December 31, 2023. The decrease in specific allocations for commercial and industrial loans was primarily related to principal payments received and the recognition of charge-offs.
As of December 31, 2022, we used the Moody’s Analytics November 2022 S3 Alternative Scenario Downside - 90th Percentile (the “November 2022 S3 Scenario”). In modeling expected credit losses using this scenario, we also assume each loan within our modeled loan pools is downgraded by one risk grade level.
As of December 31, 2023, we used the Moody’s Analytics December 2023 S3 Alternative Scenario Downside - 90th Percentile. In modeling expected credit losses using this scenario, we also assume each non-classified loan within our modeled loan pools is downgraded by one risk grade level.
Investment management fees are the most significant component of trust and investment management fees, making up approximately 77.1% and 82.3% of total trust and investment management fees in 2022 and 2021, respectively.
Investment management fees are the most significant component of trust and investment management fees, making up approximately 79.3% and 77.1% of total trust and investment management fees in 2023 and 2022, respectively.
Investment management fees are the most significant component of trust and investment management fees, making up approximately 77.1% and 82.3% of total trust and investment management fees for 2022 and 2021, respectively.
Investment management fees are the most significant component of trust and investment management fees, making up approximately 79.3% and 77.1% of total trust and investment management fees for 2023 and 2022, respectively.
Modeled expected credit losses increased $15.0 million while qualitative factor (“Q-Factor”) and other qualitative adjustments related to commercial and industrial loans increased $21.6 million.
Modeled expected credit losses decreased $11.0 million while qualitative factor (“Q-Factor”) and other qualitative adjustments related to commercial and industrial loans decreased $15.6 million.
We paid quarterly dividends of $0.75, $0.75, $0.87 and $0.87 per common share during the first, second, third and fourth quarters of 2022, respectively, and quarterly dividends of $0.72, $0.72, $0.75 and $0.75 per common share during the first, second, third and fourth quarters of 2021, respectively.
We paid quarterly dividends of $0.87, $0.87, $0.92 and $0.92 per common share during the first, second, third and fourth quarters of 2023, respectively, and quarterly dividends of $0.75, $0.75, $0.87 and $0.87 per common share during the first, second, third and fourth quarters of 2022, respectively.
Net interest income is our largest source of revenue, representing 76.1% of total revenue during 2022. Net interest margin is the ratio of taxable-equivalent net interest income to average earning assets for the period. The level of interest rates and the volume and mix of earning assets and interest-bearing liabilities impact net interest income and net interest margin.
Net interest income is our largest source of revenue, representing 78.4% of total revenue during 2023. Net interest margin is the ratio of taxable-equivalent net interest income to average earning assets for the period. The level of interest rates and the volume and mix of earning assets and interest-bearing liabilities impact net interest income and net interest margin.
Refer to Management’s Discussion and Analysis of Financial Condition and Results of Operations included in our Annual Report on Form 10-K filed with the SEC on February 4, 2021 (the “ 2021 Form 10-K ” ) for a discussion and analysis of the more significant factors that affected periods prior to 2021.
Refer to Management’s Discussion and Analysis of Financial Condition and Results of Operations included in our Annual Report on Form 10-K filed with the SEC on February 3, 2023 (the “ 202 2 Form 10-K ”) for a discussion and analysis of the more significant factors that affected periods prior to 2022.
Commercial and industrial loans increased $309.8 million, or 5.8%, during 2022 compared to 2021. Our commercial and industrial loans are a diverse group of loans to small, medium and large businesses. The purpose of these loans varies from supporting seasonal working capital needs to term financing of equipment.
Commercial and industrial loans increased $284.3 million, or 5.0%, during 2023 compared to 2022. Our commercial and industrial loans are a diverse group of loans to small, medium and large businesses. The purpose of these loans varies from supporting seasonal working capital needs to term financing of equipment.
The overall loan portfolio, excluding PPP loans which are fully guaranteed by the SBA, as of December 31, 2022 increased $1.2 billion, or 7.6%, compared to December 31, 2021.
The overall loan portfolio, excluding PPP loans which are fully guaranteed by the SBA, as of December 31, 2023 increased $1.7 billion, or 9.9%, compared to December 31, 2022.
Treasury securities via defeasance of the debt by the issuers. The average taxable-equivalent yield on the securities portfolio based on a 21% tax rate was 2.95% in 2022 compared to 3.29% in 2021. Tax-exempt municipal securities totaled 42.7% of average securities in 2022 compared to 64.2% in 2021.
Treasury securities via defeasance of the debt by the issuers. The average taxable-equivalent yield on the securities portfolio based on a 21% tax rate was 3.24% in 2023 compared to 2.95% in 2022. Tax-exempt municipal securities totaled 35.5% of average securities in 2023 compared to 42.7% in 2022.
The decrease in performance related contingent income during 2022 was related to low growth within the portfolio and a deterioration in the loss performance of insurance policies previously placed. This deterioration was impacted by a severe weather event in Texas during the first quarter of 2021 that resulted in a significant increase in property and casualty claims and losses.
The increase in performance related contingent income was primarily related to growth within the portfolio and improvement in the loss performance of insurance policies previously placed. Performance related contingent income in 2022 was impacted by a severe weather event in Texas during 2021 that resulted in significant property and casualty claims and losses.
The down-side scenario overlay is a qualitative adjustment for our commercial and industrial loan portfolio to address the significant risk of economic recession as a result of inflation; rising interest rates; labor shortages; disruption in financial markets and global supply chains; further oil price volatility; and the current or anticipated impact of military conflict, including the current war between Russia and Ukraine, terrorism or other geopolitical events.
The down-side scenario overlay is a qualitative adjustment for our commercial and industrial loan portfolio to address the significant risk of economic recession as a result of inflation; interest rate volatility; labor shortages; disruption in financial markets and global supply chains; further oil price volatility; and the current or anticipated impact of global wars/military conflicts, terrorism, or other geopolitical events.
Modeled expected credit losses related to energy loans increased $2.2 million while Q-Factor and other qualitative adjustments related to energy loans decreased $226 thousand. Specific allocations for energy loans that were evaluated for expected credit losses on an individual basis totaled $4.4 million at December 31, 2022 decreasing $1.1 million, or 20.0%, compared to $5.5 million at December 31, 2021.
Modeled expected credit losses related to energy loans decreased $693 thousand while Q-Factor and other qualitative adjustments related to energy loans increased $2.1 million. Specific allocations for energy loans that were evaluated for expected credit losses on an individual basis totaled $2.7 million at December 31, 2023 decreasing $1.7 million, or 38.4%, compared to $4.4 million at December 31, 2022.
Classified loans consist of loans having a risk grade of 11, 12 or 13. The weighted-average risk grade for energy loans decreased to 5.67 at December 31, 2022 from 6.06 at December 31, 2021.
Classified loans consist of loans having a risk grade of 11, 12 or 13. The weighted-average risk grade for energy loans increased to 6.05 at December 31, 2023 from 5.67 at December 31, 2022.
The increase in employee benefit expense was primarily related to increases in payroll taxes, medical benefits expense, 401(k) plan expense and other employee benefits, among other things, partly offset by an increase in the net periodic benefits related to our defined benefit retirement plan.
The aforementioned increases were partly offset by a decrease in incentive compensation. The increase in employee benefits expense was primarily related to increases in medical benefits expense, 401(k) plan expense, and payroll taxes, and a decrease in the net periodic benefit related to our defined benefit retirement plan, among other things.
Details of our derivatives and hedging activities are set forth in Note 15 - Derivative Financial Instruments in the accompanying notes to consolidated financial statements elsewhere in this report. Information regarding the impact of fluctuations in interest rates on our derivative financial instruments is set forth in Item 7A. Quantitative and Qualitative Disclosures About Market Risk elsewhere in this report.
Details of our derivatives and hedging activities are set forth in Note 14 - Derivative Financial Instruments in the accompanying notes to consolidated financial statements elsewhere in this report. Information regarding the impact of fluctuations in interest rates on our derivative financial instruments is set forth in Item 7A.
Credit Loss Expense Credit loss expense is determined by management as the amount to be added to the allowance for credit loss accounts for various types of financial instruments including loans, securities and off-balance-sheet credit exposure after net charge-offs have been deducted to bring the allowance to a level which, in management’s best estimate, is necessary to absorb expected credit losses over the lives of the respective financial instruments.
Quantitative and Qualitative Disclosures About Market Risk elsewhere in this report. 46 Table of Contents Credit Loss Expense Credit loss expense is determined by management as the amount to be added to the allowance for credit loss accounts for various types of financial instruments including loans, securities and off-balance-sheet credit exposure after net charge-offs have been deducted to bring the allowance to a level which, in management’s best estimate, is necessary to absorb expected credit losses over the lives of the respective financial instruments.
As of December 31, 2022, we had approximately $11.1 billion held in an interest-bearing account at the Federal Reserve. We also have the ability to borrow funds as a member of the Federal Home Loan Bank (“FHLB”). As of December 31, 2022, based upon available, pledgeable collateral, our total borrowing capacity with the FHLB was approximately $3.4 billion.
As of December 31, 2023, we had approximately $8.0 billion held in an interest-bearing account at the Federal Reserve. We also have the ability to borrow funds as a member of the Federal Home Loan Bank (“FHLB”). As of December 31, 2023, based upon available, pledgeable collateral, our total borrowing capacity with the FHLB was approximately $5.6 billion.
A comparison of gross and net interchange and card transaction fees for the reported periods is presented in the table below. 2022 2021 2020 Income from debit card transactions $ 32,457 $ 29,122 $ 23,763 ATM service fees 3,313 3,298 3,342 Gross interchange and debit card transaction fees 35,770 32,420 27,105 Network costs 17,539 14,959 13,635 Net interchange and debit card transaction fees $ 18,231 $ 17,461 $ 13,470 Federal Reserve rules applicable to financial institutions that have assets of $10 billion or more provide that the maximum permissible interchange fee for an electronic debit transaction is the sum of 21 cents per transaction and 5 basis points multiplied by the value of the transaction.
A comparison of gross and net interchange and card transaction fees for the reported periods is presented in the table below. 2023 2022 2021 Income from debit card transactions $ 36,622 $ 32,457 $ 29,122 ATM service fees 3,516 3,313 3,298 Gross interchange and debit card transaction fees 40,138 35,770 32,420 Network costs 20,719 17,539 14,959 Net interchange and debit card transaction fees $ 19,419 $ 18,231 $ 17,461 Federal Reserve rules applicable to financial institutions that have assets of $10 billion or more provide that the maximum permissible interchange fee for an electronic debit transaction is the sum of 21 cents per transaction and 5 basis points multiplied by the value of the transaction.
This equates to a dividend payout ratio 65 Table of Contents of 36.6% in 2022 and 43.3% in 2021. The amount of dividend, if any, we may pay may be limited as more fully discussed in Note 9 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements elsewhere in this report. Preferred Stock .
This equates to a dividend payout ratio of 39.3% in 2023 and 36.6% in 2022. The amount of dividend, if any, we may pay may be limited as more fully discussed in Note 8 - Capital and Regulatory Matters in the accompanying notes to consolidated financial statements included elsewhere in this report. Preferred Stock .
PPP loans are fully guaranteed by the SBA and we expect to collect all amounts due related to these loans. Excluding PPP loans, accruing past due loans decreased $14.3 million. 56 Table of Contents Non-Accrual Loans. Non-accrual loans are presented in the tables below.
PPP loans are fully guaranteed by the SBA and we expect to collect all amounts due related to these loans. Excluding PPP loans, accruing past due loans increased $5.6 million. 60 Table of Contents Non-Accrual Loans. Non-accrual loans are presented in the tables below.
Non-Interest Income Total non-interest income for 2022 increased $18.1 million, or 4.7%, compared to 2021. Changes in the various components of non-interest income are discussed in more detail below. Trust and Investment Management Fees. Trust and investment management fee income for 2022 increased $5.7 million, or 3.8%, compared to 2021.
Non-Interest Income Total non-interest income for 2023 increased $23.7 million, or 5.9%, compared to 2022. Changes in the various components of non-interest income are discussed in more detail below. Trust and Investment Management Fees. Trust and investment management fee income for 2023 decreased $1.4 million, or 0.9%, compared to 2022.
The increase in overdraft charges during 2022 was impacted by increases in the volume 46 Table of Contents of fee assessed overdrafts relative to 2021, in part due to growth in the number of accounts. The increase in consumer service charges during 2022 was partly related to increases in overall deposit accounts and volumes.
The increase in overdraft charges was impacted by an increase in the volume of fee assessed overdrafts in part due to growth in the number of accounts. The increase in consumer service charges was partly related to increases in overall deposit accounts and volumes.
The following table summarizes the industry concentrations of our loan portfolio, as segregated by SIC code, stated as a percentage of year-end total loans as of December 31, 2022 and 2021. 2022 2021 Industry Concentrations Energy 5.4 % 6.6 % Automobile dealers 5.4 4.1 Public finance 4.6 4.9 Medical services 3.9 3.7 Building materials and contractors 3.8 3.7 General and specific trade contractors 3.6 3.2 Manufacturing, other 3.4 2.8 Investor 2.8 2.7 Services 2.3 2.4 Religion 1.8 2.0 Paycheck Protection Program 0.2 2.6 All other 62.8 61.3 Total loans 100.0 % 100.0 % 52 Table of Contents Large Credit Relationships.
The following table summarizes the industry concentrations of our loan portfolio, as segregated by SIC code, stated as a percentage of year-end total loans as of December 31, 2023 and 2022. 2023 2022 Industry Concentrations Automobile dealers 5.9 % 5.4 % Energy 5.0 5.4 Investor 5.0 2.8 Public finance 4.3 4.6 Medical services 4.0 3.9 Building materials and contractors 3.5 3.8 Manufacturing, other 3.4 3.4 General and specific trade contractors 3.3 3.6 Services 2.9 2.3 Wholesale - heavy equipment 2.1 1.6 All other 60.6 63.2 Total loans 100.0 % 100.0 % Large Credit Relationships.
Energy loans decreased $152.1 million, or 14.1%, during 2022 compared to 2021. The average loan size, the significance of the portfolio and the specialized nature of the energy industry requires a highly prescriptive underwriting policy. Exceptions to this policy are rarely granted.
Energy loans increased $9.5 million, or 1.0%, during 2023 compared to 2022. The average loan size, the significance of the portfolio and the specialized nature of the energy industry requires a highly prescriptive underwriting policy. Exceptions to this policy are rarely granted.
Overdraft charges totaled $38.3 million ($29.2 million consumer and $9.1 million commercial) during 2022 compared to $30.7 million ($23.9 million consumer and $6.8 million commercial) during 2021. The increase in overdraft charges during 2022 was impacted by increases in the volume of fee assessed overdrafts relative to 2021, in part due to growth in the number of accounts.
Overdraft charges totaled $44.4 million ($33.6 million consumer and $10.8 million commercial) during 2023 compared to $38.3 million ($29.2 million consumer and $9.1 million commercial) during 2022. The increase in overdraft charges during 2023 was impacted by an increase in the volume of fee assessed overdrafts relative to 2022, in part due to growth in the number of accounts.
Accounting policies related to the allowance for credit losses on financial instruments including loans and off-balance-sheet credit exposures are considered to be critical as these policies involve considerable subjective judgment and estimation by management.
Accounting policies related to the allowance for credit losses on financial instruments including loans and off-balance-sheet credit exposures are considered to be critical as these policies involve considerable subjective judgment and estimation by management. These policies are in accordance with Accounting Standards Codification (“ASC”) Topic 326 (“ASC 326”) Financial Instruments - Credit Losses.
Certain reclassifications have been made to make prior periods comparable. This discussion and analysis should be read in conjunction with our consolidated financial statements, notes thereto and other financial information appearing elsewhere in this report. From time to time, we have acquired various small businesses through our insurance subsidiary.
Certain reclassifications have been made to make prior periods comparable. This discussion and analysis should be read in conjunction with our consolidated financial statements, notes thereto and other financial information appearing elsewhere in this report.
The increases in the aforementioned components of net occupancy expense were driven, in part, by our expansion within the Houston and Dallas market areas. Technology, Furniture and Equipment. Technology, furniture and equipment expense for 2022 increased $8.0 million, or 7.1%, compared to 2021.
The increases in the aforementioned components of net occupancy expense were impacted, in part, by our expansion within the Houston and Dallas market areas. Technology, Furniture and Equipment. Technology, furniture and equipment expense for 2023 increased $14.5 million, or 12.0%, compared to 2022.