Biggest changeOperating expense as a percentage of revenue increased to 84.2% in 2022 from 82.9% in 2021 primarily due to higher depreciation and amortization expenses and other fixed costs as a result of the Marks Paneth acquisition. 25 Table of Contents Benefits and Insurance Services Year Ended December 31, 2022 2021 $ Change % Change (Amounts in thousands, except percentages) Revenue Same-unit $ 358,007 $ 330,580 $ 27,427 8.3 % Divested operation — 1,743 (1,743) Total revenue 358,007 332,323 25,684 7.7 % Operating expenses 290,387 271,650 18,737 6.9 % Gross margin / Operating income $ 67,620 $ 60,673 $ 6,947 11.4 % Total other income, net $ 2,386 $ 7,111 $ (4,725) N/M Income from continuing operations before income tax expenses $ 70,006 $ 67,784 $ 2,222 3.3 % Gross margin percentage 18.9 % 18.3 % The Benefits and Insurance Services practice group revenue in 2022 grew by 7.7% to $358.0 million from $332.3 million in 2021.
Biggest changeBenefits and Insurance Services Year Ended December 31, 2023 2022 $ Change % Change (Amounts in thousands, except percentages) Revenue Same-unit $ 381,200 $ 358,007 $ 23,193 6.5 % Acquired businesses 1,405 — 1,405 Total revenue 382,605 358,007 24,598 6.9 % Operating expenses 310,510 290,387 20,123 6.9 % Gross margin / Operating income $ 72,095 $ 67,620 $ 4,475 6.6 % Total other income, net $ 2,058 $ 2,386 $ (328) (13.7) % Income before income tax expenses $ 74,153 $ 70,006 $ 4,147 5.9 % Gross margin percentage 18.8 % 18.9 % The Benefits and Insurance Services practice group revenue in 2023 grew by 6.9% to $382.6 million from $358.0 million in 2022.
Income and expenses related to the deferred compensation plan are included in “Operating expenses,” “Gross margin” and “Corporate General & Administrative expenses” and are directly offset by deferred compensation gains or losses in “Other (expense) income, net” in the accompanying Consolidated Statements of Comprehensive Income.
Income and expenses related to the deferred compensation plan are included in “Operating expenses,” “Gross margin” and “Corporate General & Administrative expenses” and are directly offset by deferred compensation gains or losses in “Other income (expense), net” in the accompanying Consolidated Statements of Comprehensive Income.
As of December 31, 2022, we were not aware of any obligations arising under indemnification agreements that would require material payments. Interest Rate Risk Management - We do not purchase or hold any derivative instruments for trading or speculative purposes. We utilize interest rate swaps to manage interest rate risk exposure associated with our floating-rate debt under the credit facility.
As of December 31, 2023, we were not aware of any obligations arising under indemnification agreements that would require material payments. Interest Rate Risk Management - We do not purchase or hold any derivative instruments for trading or speculative purposes. We utilize interest rate swaps to manage interest rate risk exposure associated with our floating-rate debt under the credit facility.
Debt Covenant Compliance - We are required to meet certain financial covenants with respect to (i) total leverage ratio and (ii) interest coverage ratio. We were in compliance with our covenants as of December 31, 2022. Our ability to service our debt and to fund future strategic initiatives will depend upon our ability to generate cash in the future.
Debt Covenant Compliance - We are required to meet certain financial covenants with respect to (i) total leverage ratio and (ii) interest coverage ratio. We were in compliance with our covenants as of December 31, 2023. Our ability to service our debt and to fund future strategic initiatives will depend upon our ability to generate cash in the future.
In addition to historical information, this discussion and analysis contains forward-looking statements that involve risks, 19 uncertainties and assumptions, which could cause actual results to differ materially from management’s expectations. Please see the sections of this report entitled “Forward-Looking Statements” and “Risk Factors.” This section generally discusses the results of operations for fiscal year 2022 compared to fiscal year 2021.
In addition to historical information, this discussion and analysis contains forward-looking statements that involve risks, uncertainties and assumptions, which could cause actual results to differ materially from management’s expectations. Please see the sections of this report entitled “Forward-Looking Statements” and “Risk Factors.” This section generally discusses the results of operations for fiscal year 2023 compared to fiscal year 2022.
A reporting unit is an operating segment of a business or one level below an operating segment. At December 31, 2022, we had five reporting units. We may use either a qualitative or quantitative approach when testing a reporting unit’s goodwill for impairment.
A reporting unit is an operating segment of a business or one level below an operating segment. At December 31, 2023, we had five reporting units. We may use either a qualitative or quantitative approach when testing a reporting unit’s goodwill for impairment.
For example, for a business acquired on July 1, 2021, revenue for the period January 1, 2022 through June 30, 2022 would be reported as revenue from acquired businesses whereas revenue for the periods from July 1 through December 31 of both years would be reported as same-unit revenue.
For example, for a business acquired on July 1, 2022, revenue for the period January 1, 2023 through June 30, 2023 would be reported as revenue from acquired businesses whereas revenue for the periods from July 1 through December 31 of both years would be reported as same-unit revenue.
Cash Provided by Operating Activities 2022 compared to 2021 - Cash provided by operating activities was $126.1 million during 2022, contributed to net income of $105.4 million and certain non-cash items, such as depreciation and amortization expense of $32.9 million, share-based compensation expense of $14.7 million, deferred income tax of $13.9 million, bad debt expense of $1.2 million, adjustment to the fair value of contingent purchase consideration of $2.4 million, as well as $42.0 million of cash generated from working capital management.
Cash provided by operating activities was $126.1 million during 2022, consisting of net income of $105.4 million and certain non-cash items, such as depreciation and amortization expense of $32.9 million, share-based compensation expense of $14.7 million, deferred income tax of $13.9 million, bad debt expense of $1.2 million, adjustment to the fair value of contingent purchase consideration of $2.4 million, as well as $42.0 million of cash generated from working capital management.
We believe that repurchasing shares of our common stock is a prudent use of our financial resources, and that investing in our stock is an attractive use of capital and an efficient means to provide value to our shareholders.
We believe that repurchasing shares of our common stock is a prudent use of our financial resources, and that investing in our stock is an attractive use of capital and an efficient means to provide value to our stockholders.
On February 7, 2023, the CBIZ Board of Directors authorized the purchase of up to 5.0 million shares of our common stock under our Share Repurchase Program (the “Share Repurchase Program”), which may be suspended or discontinued at any time and expires on March 31, 2024.
On February 7, 2024, the CBIZ Board of Directors authorized the purchase of up to 5.0 million shares of our common stock under our Share Repurchase Program (the “Share Repurchase Program”), which may be suspended or discontinued at 21 any time and expires on March 31, 2025.
Other (Expense) Income, net - The majority of “Other (expense) income, net” consists of net gains and losses associated with the value of the non-qualified deferred compensation plan as discussed above, net adjustments to the fair value of our contingent purchase price liability related to prior acquisitions, as well as gains or losses related to the sale of assets.
Other Income (Expense), net - The majority of “Other income (expense), net” consists of net gains and losses associated with the value of the non-qualified deferred compensation plan as discussed above, net adjustments to the fair value of our contingent purchase price liability related to prior acquisitions, as well as gains or losses related 24 Table of Contents to the sale of assets.
We believe that repurchasing shares of our common stock is a prudent use of our financial resources, and that investing in our stock is an attractive use of capital and an efficient means to provide value to our shareholders.
We believe that repurchasing shares of our common stock is a prudent use of our financial resources, and that investing in our stock is an attractive use of capital and an efficient means to provide value to our stockholders.
For further discussion regarding the 2022 credit facility, refer to Note 9, Debt and Financing Arrangements, to the accompanying consolidated financial statements. Use of Capital - Our first priority for the use of capital is to make strategic acquisitions. We completed two business acquisitions in 2022.
For further discussion regarding the 2022 credit facility, refer to Note 9, Debt and Financing Arrangements, to the accompanying consolidated financial statements. Use of Capital - Our first priority for the use of capital is to make strategic acquisitions. We completed five business acquisitions in 2023.
Other expense of $19.2 million in 2022 included a $19.6 million net loss related to the deferred compensation plan and $2.4 million net increase to the fair value of the contingent purchase price liability, partially offset by a $2.4 million gain related to the sale of a book of business as well as $0.4 million other miscellaneous income.
Other expense of $19.2 million in 2022 consisted of a net loss of $19.6 million related to the deferred compensation plan and $2.4 million expense due to the net increase to the fair value of the contingent purchase price liability, offset by a $2.4 million gain related to the sale of a book of business as well as $0.4 million other miscellaneous income.
Letters of credit totaled $5.0 million and $3.4 million at December 31, 2022 and 2021. In addition, we provide license bonds to various state agencies to meet certain licensing requirements. The amount of license bonds outstanding was $2.3 million at December 31, 2022 and 2021.
Letters of credit totaled $3.5 million and $5.0 million at December 31, 2023 and 2022, respectively. In addition, we provide license bonds to various state agencies to meet certain licensing requirements. The amount of license bonds outstanding was $2.3 million at December 31, 2023 and 2022.
Cash flows from 27 Table of Contents operations and available capital resources allow us to make strategic acquisitions, repurchase shares of our common stock when accretive to shareholders, meet working capital needs, and service our debt. Generally, we maintain low levels of cash and apply any available cash to pay down our outstanding debt balance.
Cash flows from operations and available capital resources allow us to make strategic acquisitions, repurchase shares of our common stock when accretive to stockholders, meet working capital needs, and service our debt. Generally, we maintain low levels of cash and apply any available cash to pay down our outstanding debt balance.
The deferred compensation plan has no impact on “Income from continuing operations before income tax expense” or diluted earnings per share from continuing operations.
The deferred compensation plan has no impact on “Income before income tax expense” or diluted earnings per share.
The non-qualified deferred compensation plan decreased G&A expenses by $2.4 million in 2022, and increased G&A expenses by $2.2 million in 2021.
The non-qualified deferred compensation plan increased G&A expenses by $2.3 million in 2023, and decreased G&A expenses by $2.4 million in 2022.
For discussion related to the results of operations and changes in financial conditions for fiscal year 2021 compared to fiscal year 2020 refer to Part II, Item 7, Management's Discussion and Analysis of Financial Condition and Results of Operations in our Form 10-K for the year ended December 31, 2021 as filed SEC on February 25, 2022.
For discussion related to the results of operations and changes in financial conditions for fiscal year 2022 compared to fiscal year 2021 refer to Part II, Item 7, Management's Discussion and Analysis of Financial Condition and Results of Operations in our Annual Report on Form 10-K for the year ended December 31, 2022 as filed with the SEC on February 24, 2023.
The weighted average interest rate under the credit facility was 2.67% in 2022 and 1.88% in 2021. The credit facility allows for the allocation of funds for future strategic initiatives, including acquisitions and the repurchase of our common stock, subject to the terms and conditions of the credit facility.
The weighted average interest rate under the credit facility was 5.23% in 2023 and 2.67% in 2022. The credit facility allows for the allocation of funds for future strategic initiatives, including acquisitions and the repurchase of our common stock, subject to the terms and conditions of the credit facility.
Refer to Note 9, Debt and Financing Arrangements, and Note 13, Common Stock, to the accompanying consolidated financial statements for further discussion on our 2022 credit facility and Share Repurchase Program. 2022 - Net cash used in financing activities in 2022 consisted of $129.8 million of share repurchases, $21.2 million of contingent consideration payments for prior acquisitions and $2.1 million paid as deferred financing costs related to the 2022 credit facility, partially offset by a net increase of $15.4 million in client fund obligations, $10.0 million in proceeds from the exercise of stock options and $110.4 million net proceeds from borrowings under our 2022 credit facility. 2021 - Net cash used in financing activities in 2021 consisted of $100.5 million of share repurchases, a net decrease of $8.9 million in client fund obligations, and $14.1 million of contingent consideration payments for prior acquisitions, partially offset by $7.3 million in proceeds from the exercise of stock options and $47.3 million net proceeds from borrowings under our 2018 credit facility.
Refer to Note 9, Debt and Financing 28 Table of Contents Arrangements, and Note 13, Common Stock, to the accompanying consolidated financial statements for further discussion on our 2022 credit facility and Share Repurchase Program. 2023 - Net cash used in financing activities in 2023 consisted of $73.8 million of share repurchases, $45.2 million of contingent consideration payments for prior acquisitions, and a net decrease of $13.6 million in client fund obligations, partially offset by $8.8 million in proceeds from the exercise of stock options and $46.7 million net proceeds from borrowings under our 2022 credit facility. 2022 - Net cash used in financing activities in 2022 consisted of $129.8 million of share repurchases, $21.2 million of contingent consideration payments for prior acquisitions and $2.1 million paid as deferred financing costs related to the 2022 credit facility, partially offset by a net increase of $15.4 million in client fund obligations, $10.0 million in proceeds from the exercise of stock options and $110.4 million net proceeds from borrowings under our 2022 credit facility.
CAPITAL RESOURCES The following table presents our capital structure (in thousands): December 31, 2022 2021 Bank debt $ 265,700 $ 155,300 Stockholders' equity 713,452 704,548 Total capital $ 979,152 $ 859,848 Credit Facility - Our primary financing arrangement is the $600.0 million unsecured credit facility, by and among CBIZ Operations, Inc., CBIZ, Inc. and Bank of America, N.A., as administrative agent and bank, and other participating banks, which provides us with the capital necessary to meet our working capital needs as well as the flexibility to continue with our strategic initiatives, including business acquisitions and share repurchases, and matures in 2027.
CAPITAL RESOURCES The following table presents our capital structure (in thousands): December 31, 2023 2022 Bank debt $ 312,400 $ 265,700 Stockholders' equity 791,618 713,452 Total capital $ 1,104,018 $ 979,152 Credit Facility - Our primary financing arrangement is the $600.0 million unsecured credit facility, by and among CBIZ Operations, Inc., CBIZ, Inc. and Bank of America, N.A., as administrative agent and bank, and other participating banks, which provides us with the capital necessary to meet our working capital needs as well as the flexibility to continue with our strategic initiatives, including business acquisitions and share repurchases, and matures in 2027.
Excluding the impact of the non-qualified deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes, operating expenses would have been $1,205.9 million, or 85.4% of revenue, in 2022 compared to $928.3 million, or 84.0% of revenue, in 2021.
Excluding the impact of the non-qualified deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes, operating expenses would have been $1,350.8 million, or 84.9% of revenue, in 2023 as compared to $1,205.9 million, or 85.4% of revenue, in 2022.
Personnel costs and other operating expenses are discussed in further detail under “Operating Practice Groups.” Corporate General & Administrative Expenses The following table presents our Corporate General & Administrative (“G&A”) expenses for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (Amounts in thousands, except percentages) G&A expenses $ 55,023 $ 56,150 G&A expenses % of revenue 3.9 % 5.1 % G&A expenses excluding deferred compensation $ 57,416 $ 53,982 G&A expenses excluding deferred compensation % of revenue 4.1 % 4.9 % Our G&A expenses decreased by approximately $1.1 million, or 2.0%, in 2022 compared to 2021, and decreased to 3.9% of revenue from 5.1% of revenue for the prior year.
Personnel costs and other operating expenses are discussed in further detail under “Operating Practice Groups.” 23 Table of Contents Corporate General & Administrative Expenses The following table presents our Corporate General & Administrative (“G&A”) expenses for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (Amounts in thousands, except percentages) G&A expenses $ 57,965 $ 55,023 G&A expenses % of revenue 3.6 % 3.9 % G&A expenses excluding deferred compensation $ 55,669 $ 57,416 G&A expenses excluding deferred compensation % of revenue 3.5 % 4.1 % Our G&A expenses increased by approximately $2.9 million, or 5.3%, in 2023 as compared to 2022, and decreased to 3.6% of revenue from 3.9% of revenue for the prior year.
The cost-plus contract is a five-year contract with the most recent renewal through December 31, 2023. Revenues from this single client accounted for approximately 75% of the National Practice group’s revenue. Operating expenses have increased mainly due to an increase in salaries and benefits.
The cost-plus contract is a five-year contract with the most recent renewal through 26 Table of Contents December 31, 2028. Revenues from this single client accounted for approximately 75% of the National Practice group’s revenue. Operating expenses have increased mainly due to increases in salaries and benefits costs.
Days sales outstanding (“DSO”) from continuing operations represent accounts receivable and unbilled revenue (net of realization adjustments) at the end of the period, divided by trailing twelve months' daily revenue. DSO was 74 days as of December 31, 2022 and 71 days as of December 31, 2021.
Days sales outstanding (“DSO”) represent accounts receivable and unbilled revenue (net of realization adjustments) at the end of the period, divided by trailing twelve months' daily revenue. DSO was 78 days as of December 31, 2023 and 74 days as of December 31, 2022.
There are no credit risk-related contingent features in our interest rate swaps nor do the swaps contain provisions under which we would be required to post collateral. As of December 31, 2022, the notional value of all of our interest rate swaps was $115.0 million, with maturity dates ranging from June, 2023 to August, 2027.
There are no credit risk-related contingent features in our interest rate swaps nor do the swaps contain provisions under which we would be required to post collateral. As of December 31, 2023, the notional value of all of our interest rate swaps was $150.0 million, with maturity dates ranging from April, 2025 to October, 2028.
Pursuant to previously authorized share repurchase programs, we repurchased 2.8 million shares of our common stock in the open market at a total cost of approximately $122.8 million in 2022 and 3.0 million shares at a total cost of approximately $96.4 million in 2021.
Pursuant to previously authorized share repurchase programs, we repurchased 1.3 million shares of our common stock in the open market at a total cost of approximately $65.1 million in 2023 and 2.8 million shares at a total cost of approximately $122.8 million in 2022.
Operating expense as a percentage of revenue improved to 84.2% of revenue in 2022 as compared to 85.6% of revenue for the prior year. The non-qualified deferred compensation plan decreased operating expenses by $17.3 million in 2022, but increased operating expense by $17.3 million in 2021.
Operating expense as a percentage of revenue increased to 86.0% of revenue in 2023 as compared to 84.2% of revenue for the prior year. The non-qualified deferred compensation plan increased operating expenses by $17.2 million in 2023, but decreased operating expense by $17.3 million in 2022.
The impact of the acquired businesses, net of divestitures, contributed $189.0 million or 18.7%, of 2022 revenue. We provide a range of services to affiliated CPA firms under ASAs. Fees earned under the ASAs are recorded as revenue in the accompanying Consolidated Statements of Comprehensive Income and were $235.4 million and $174.8 million in 2022 and 2021, respectively.
The impact of the acquired businesses, net of divestitures, contributed $73.8 million or 6.4%, of 2023 revenue. We provide a range of services to affiliated CPA firms under ASAs. Fees earned under the ASAs are recorded as revenue in the accompanying Consolidated Statements of Comprehensive Income and were $259.6 million and $235.4 million in 2023 and 2022, respectively.
Refer to Note 1, Basis of Presentation and Significant Accounting Policies, and Note 18, Business Combinations, to the accompanying consolidated financial statements for further discussion on our acquisitions and a further description of funds held for clients and client fund obligations. 2022 - Net cash used in investing activities in 2022 consisted of $79.1 million related to business acquisitions, $8.6 million in capital expenditures, $7.4 million net purchase of client funds, $7.0 million payments of working capital adjustments related to previously completed acquisitions, offset by $3.0 million proceeds received from the sale of a small book of business in the Benefit and Insurance practice group. 28 Table of Contents 2021 - Net cash used in investing activities in 2021 consisted primarily of $66.7 million related to business acquisitions, $12.1 million net purchase of client funds, and $9.0 million in capital expenditures, offset by $9.7 million proceeds from the sale of one book of business in the Benefit and Insurance practice group.
Refer to Note 1, Basis of Presentation and Significant Accounting Policies, and Note 18, Business Combinations, to the accompanying consolidated financial statements for further discussion on our acquisitions and a further description of funds held for clients and client fund obligations. 2023 - Net cash used in investing activities in 2023 consisted primarily of $53.1 million cash paid for business acquisitions, $23.1 million in capital expenditures, and $10.3 million payments of working capital adjustments related to previously completed acquisitions, partially offset by $4.3 million net proceeds received from the sale of client funds investments, and $3.0 million proceeds received from the sale of certain assets. 2022 - Net cash used in investing activities in 2022 consisted of $79.1 million related to business acquisitions, $8.6 million in capital expenditures, $7.4 million net purchase of client funds, and $7.0 million payments of working capital adjustments related to previously completed acquisitions, offset by $3.0 million proceeds received from the sale of a book of business in the Benefit and Insurance practice group.
The increase in operating costs was driven by $224.9 million higher personnel cost (of which acquisitions contributed approximately $139.5 million), $12.2 million higher travel and entertainment costs, $12.1 million higher facility costs, $9.3 million higher computer and technology related costs, $5.6 million higher depreciation and amortization expense, $4.9 million higher professional fees, as well as $2.0 million higher marketing expense.
The increase in operating costs was driven by $121.6 million higher personnel cost (of which acquisitions contributed approximately $50.3 million), $9.0 million higher travel and entertainment costs, $3.4 million higher facility costs, $4.9 million higher computer and technology related costs, $3.4 million higher depreciation and amortization expense, as well as $1.7 million higher marketing expense.
Income Tax Expense The following table presents our income tax expense for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (Amounts in thousands, except percentages) Income tax expense $ 36,121 $ 22,129 Effective tax rate 25.5 % 23.8 % The increase in income tax expense from 2021 to 2022 was primarily driven by higher pre-tax income.
Income Tax Expense The following table presents our income tax expense for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (Amounts in thousands, except percentages) Income tax expense $ 45,335 $ 36,121 Effective tax rate 27.3 % 25.5 % The increase in income tax expense from 2022 to 2023 was primarily driven by higher pre-tax income.
Operating expenses increased by $18.7 million in 2022 as compared to 2021, primarily driven by $16.1 million, or 7.7%, higher personnel costs, such as the timing and amount of annual merit increases, bonus accruals, and investment in new sales producers.
Operating expenses increased by $20.1 million in 2023 as compared to 2022, primarily driven by $16.5 million, or 7.3%, higher personnel costs, attributable primarily to the amount of annual merit increases, bonus accruals, and investment in new sales producers.
Other discretionary spending increased by approximately $6.5 million to support the growth in business activities.
Other discretionary spending increased by approximately $0.9 million to support the growth in business activities.
The increase was across all service lines, particularly driven by $10.4 million increase in employee benefit and retirement benefit services lines, $10.1 million increase in property and casualty services, $2.8 million in payroll related services, as well as $4.5 million increase in other project-based services.
The increase was across all service lines, particularly driven by an $11.1 million increase in employee benefit and retirement benefit services lines, $6.6 million increase in property and casualty services, $4.4 million in payroll related services, as well as a $1.1 million increase in other project-based services.
LIQUIDITY AND CAPITAL RESOURCES The following table is derived from our Consolidated Statements of Cash Flows (in thousands): Year Ended December 31, 2022 2021 Net cash provided by operating activities $ 126,132 $ 131,154 Net cash used in investing activities (99,118) (82,010) Net cash used in financing activities (17,343) (69,005) We generate strong cash flows from operations and have access to a $600.0 million credit facility, which enables us to fund investments and operating projects that are designed to optimize shareholder return.
LIQUIDITY AND CAPITAL RESOURCES The following table is derived from our Consolidated Statements of Cash Flows (in thousands): Year Ended December 31, 2023 2022 Net cash provided by operating activities $ 153,507 $ 126,132 Net cash used in investing activities (79,393) (99,118) Net cash used in financing activities (77,111) (17,343) 27 Table of Contents We generate strong cash flows from operations and have access to a $600.0 million credit facility, which enables us to fund investments and operating projects that are designed to optimize stockholder return.
The increase was driven by $4.2 million higher interest expense due to higher average debt balance as well as higher weighted average effective interest rate experienced in 2022 as compared to 2021, offset by $0.1 million decrease in other miscellaneous expenses.
The increase was driven by $12.1 million higher interest expense due to higher average debt balance as well as higher weighted average effective interest rate experienced in 2023 as compared to 2022, and $0.3 million higher other miscellaneous expenses.
Revenue The following table summarizes total revenue for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 Percent 2021 Percent (Amounts in thousands, except percentages) Financial Services $ 1,010,068 71.5 % $ 734,026 66.4 % Benefits and Insurance Services 358,007 25.4 % 332,323 30.1 % National Practices 43,904 3.1 % 38,576 3.5 % Total CBIZ revenue $ 1,411,979 100.0 % $ 1,104,925 100.0 % A detailed discussion of same-unit revenue by practice group is included under “Operating Practice Groups.” 21 Table of Contents Non-qualified Deferred Compensation Plan - We sponsor a non-qualified deferred compensation plan ("NQDCP"), under which a CBIZ employee’s compensation deferral is held in a rabbi trust and invested accordingly as directed by the employee.
Revenue The following table summarizes total revenue for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 Percent 2022 Percent (Amounts in thousands, except percentages) Financial Services $ 1,160,686 72.9 % $ 1,010,068 71.5 % Benefits and Insurance Services 382,605 24.1 % 358,007 25.4 % National Practices 47,903 3.0 % 43,904 3.1 % Total CBIZ revenue $ 1,591,194 100.0 % $ 1,411,979 100.0 % A detailed discussion of same-unit revenue by practice group is included under “Operating Practice Groups.” Non-qualified Deferred Compensation Plan - We sponsor a non-qualified deferred compensation plan ("NQDCP"), under which a CBIZ employee’s compensation deferral is held in a rabbi trust and invested accordingly as directed by the employee.
Other (Expense) Income, net The following table presents our Other (expense) income, net for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (Amounts in thousands) Interest expense $ (8,039) $ (3,868) Gain on sale of operations, net 413 5,995 Other (expense) income, net (1) (19,225) 18,241 Total other (expense) income, net $ (26,851) $ 20,368 (1) Other (expense) income, net includes a net loss of $19.6 million in 2022 and a net gain of $19.5 million in 2021, associated with the value of investments held in a rabbi trust related to the deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes.
Other Income (Expense), net The following table presents the components of Other income (expense), net for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (Amounts in thousands) Interest expense $ (20,131) $ (8,039) Gain on sale of operations, net 176 413 Other income (expense), net (1) 21,019 (19,243) Total other income (expense), net $ 1,064 $ (26,869) (1) Other income (expense), net includes a net gain of $19.5 million in 2023 and a net loss of $19.6 million in 2022, associated with the value of investments held in a rabbi trust related to the deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes.
Earnings per diluted share from continuing operations were $2.01 in 2022, compared to $1.32 in 2021, with a fully diluted weighted average share count of 52.4 million shares in 2022, compared to 53.7 million shares in 2021. Strategic Use of Capital - Our first priority for the use of capital is to make strategic acquisitions.
Earnings per diluted share were $2.39 in 2023, compared to $2.01 in 2022, with a fully diluted weighted average share count of 50.6 million shares in 2023, compared to 52.4 million shares in 2022. Strategic Use of Capital - Our first priority for the use of capital is to make strategic acquisitions.
The deferred compensation plan has no impact on “Income from continuing operations before income tax expense” or diluted earnings per share from continuing operations. 23 Table of Contents Interest Expense - Our primary financing arrangement is the 2022 credit facility. Interest expense was $8.0 million in 2022, compared to $3.9 million in 2021.
The deferred compensation plan has no impact on “Income before income tax expense” or diluted earnings per share. Interest Expense - Our primary financing arrangement is the 2022 credit facility. Interest expense was $20.1 million in 2023, compared to $8.0 million in 2022.
Excluding the impact of the non-qualified deferred compensation plan, total other income, net would have been an expense of $10.3 million in 2022 and an expense of $6.2 million in 2021, a net increase in expense of approximately $4.1 million.
Excluding the impact of the non-qualified deferred compensation plan, total other expense, net would have been $22.7 million in 2023 and $10.3 million in 2022, a net increase in expense of approximately $12.4 million.
Excluding the impact of the deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes, G&A expenses would have been $57.4 million, or 4.1% of revenue, in 2022 compared to $54.0 million, or 4.9% of revenue, in 2021.
Excluding the impact of the deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes, G&A expenses would have been $55.7 million, or 3.5% of revenue, in 2023 as compared to $57.4 million, or 4.1% of revenue, in 2022, a decrease of $1.7 million in 2023 as compared to prior year.
These expenses primarily consist of certain health care costs, gains or losses attributable to assets held in our non- 26 Table of Contents qualified deferred compensation plan, stock-based compensation, consolidation and integration charges, certain professional fees, certain advertising costs and other various expenses.
Corporate and Other Corporate and Other are operating expenses that are not directly allocated to the individual business units. These expenses primarily consist of certain health care costs, gains or losses attributable to assets held in our non-qualified deferred compensation plan, stock-based compensation, consolidation and integration charges, certain professional fees, certain advertising costs and other various expenses.
Same-unit revenue grew by $87.1 million, or 11.9%, across all service lines, driven by a $50.4 million increase from those units that provide traditional accounting and tax-related services, a $20.7 million increase in government healthcare compliance business, as well as a $16.0 million increase from those units that provide project-oriented advisory services.
Same-unit revenue grew by $76.8 million, or 7.6%, across all service lines, primarily driven by a $52.6 million increase from those units that provide traditional accounting and tax-related services, a $16.1 million increase from those units that provide project-oriented advisory services, and an $8.1 million increase in government healthcare compliance business.
A significant portion of our assets in the accompanying Consolidated Balance Sheets is goodwill. At December 31, 2022, the carrying value of goodwill totaled $819.9 million, compared to total assets of $1.9 billion and total shareholders’ equity of $713.5 million. Intangible assets consist of identifiable intangibles other than goodwill.
A significant portion of our assets in the accompanying Consolidated Balance Sheets is goodwill. At December 31, 2023, the carrying value of goodwill totaled $865.2 million, compared to total assets of $2.0 billion and total stockholders’ equity of $791.6 million. Intangible assets consist of identifiable intangibles other than goodwill.
RESULTS OF OPERATIONS - CONTINUING OPERATIONS We provide professional business services that help clients manage their finances and employees. We deliver our integrated services through the following three practice groups: Financial Services, Benefits and Insurance Services and National Practices. A description of these groups’ operating results and factors affecting their businesses is provided below.
Operating Practice Groups We deliver our integrated services through three practice groups: Financial Services, Benefits and Insurance Services and National Practices. A description of these groups’ operating results and factors affecting their businesses is provided below.
At December 31, 2022, we had $265.7 million outstanding under the credit facility, as well as letters of credit and license bonds totaling $7.3 million. Available funds under the credit facility, based on the terms of the commitment, were approximately $319.9 million at December 31, 2022.
At December 31, 2023, we had $312.4 million outstanding under the credit facility, as well as letters of credit and license bonds totaling $5.8 million. Available funds under the credit facility, based on the terms of the commitment, were approximately $272.0 million at December 31, 2023.
National Practices Year Ended December 31, 2022 2021 (Amounts in thousands, except percentages) Revenue Same-unit $ 43,904 $ 38,576 Operating expenses 39,201 34,494 Gross margin / Operating income $ 4,703 $ 4,082 Total other income, net $ 10 $ 3 Income from continuing operations before income tax expenses $ 4,713 $ 4,085 Gross margin percentage 10.7 % 10.6 % Revenue growth in this practice group was primarily driven by our cost-plus contract with a single client, which has existed since 1999.
National Practices Year Ended December 31, 2023 2022 $ Change % Change (Amounts in thousands, except percentages) Revenue Same-unit $ 47,903 $ 43,904 $ 3,999 9.1 % Operating expenses 43,060 39,201 3,859 9.8 % Gross margin / Operating income $ 4,843 $ 4,703 $ 140 3.0 % Total other income, net $ 1 $ 10 $ (9) (90.0) % Income before income tax expenses $ 4,844 $ 4,713 $ 131 2.8 % Gross margin percentage 10.1 % 10.7 % Revenue growth in this practice group was primarily driven by our cost-plus contract with a single client, which has existed since 1999.
Total other (expense) income, net increased by $43.2 million to $29.9 million of expense from a net income of $13.3 million in 2021. Total other (expense) income, net includes a net loss of $19.6 million and a net gain of $19.5 million associated with the non-qualified deferred compensation plan in 2022 and 2021, respectively.
Total other expense, net includes a net gain of $19.5 million and a net loss of $19.6 million associated with the non-qualified deferred compensation plan in 2023 and 2022, respectively.
The non-qualified deferred compensation plan increased corporate general and administrative expenses by $2.4 million in 2022, but decreased corporate general and administrative expenses by $2.2 million in 2021.
The non-qualified deferred compensation plan increased G&A expenses by $2.3 million in 2023, but decreased G&A expenses by $2.4 million in 2022.
A detailed discussion of revenue by practice group is included under “Operating Practice Groups.” Income from continuing operations in 2022 increased $34.5 million, or 48.7%, to $105.4 million from $70.9 million in 2021. Refer to “Results of Operations - Continuing Operations” for a detailed discussion of the components of income from continuing operations.
A detailed discussion of revenue by practice group is included under “Operating Practice Groups.” Net income in 2023 increased $15.6 million, or 14.8%, to $121.0 million from $105.4 million in 2022. Refer to “Results of Operations” for a detailed discussion of the components of net income.
Cash provided by operating activities was $131.2 million during 2021, primarily contributed to net income of $70.9 million and certain non-cash items, such as depreciation and amortization expense of $27.1 million, share-based compensation expense of $11.4 million, deferred income tax of $9.2 million, bad debt expense of $3.1 million, adjustment to the fair value of contingent purchase consideration of $2.4 million, as well as $13.3 million of cash generated from working capital management.
Cash Provided by Operating Activities 2023 compared to 2022 - Cash provided by operating activities was $153.5 million during 2023, consisting of net income of $121.0 million and certain non-cash items, such as depreciation and amortization expense of $36.3 million, share-based compensation expense of $12.3 million, deferred income tax of $11.3 million, bad debt expense of $1.6 million, and adjustment to the fair value of contingent purchase consideration of $2.7 million, offset by $29.0 million use of cash from working capital management.
OBLIGATIONS AND COMMITMENTS Off-Balance Sheet Arrangements - We maintain ASAs with independent CPA firms (as described more fully under “Business - Financial Services” and in Note 1, Basis of Presentation and Significant Accounting Policies, to the accompanying consolidated financial statements), which qualify as variable interest entities.
We believe that cash provided by operations, as well as available funds under the 2022 credit facility will be sufficient to meet cash requirements for the next 12 months and beyond. 29 Table of Contents OBLIGATIONS AND COMMITMENTS Off-Balance Sheet Arrangements - We maintain ASAs with independent CPA firms (as described more fully under “Business - Financial Services” and in Note 1, Basis of Presentation and Significant Accounting Policies, to the accompanying consolidated financial statements), which qualify as variable interest entities.
Same-unit revenue increased by $27.4 million, or 8.3% in 2022 when compared to the same period in 2021.
Same-unit revenue increased by $23.2 million, or 6.5%, in 2023 when compared to the same period in 2022.
Income and expenses related to the deferred compensation plan for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (Amounts in thousands) Operating (income) expenses $ (17,252) $ 17,317 Corporate general and administrative (income) expenses $ (2,393) $ 2,168 Other (expense) income, net $ (19,645) $ 19,485 Excluding the impact of the above-mentioned income and expenses related to the deferred compensation plan, the operating results for the years ended December 31, 2022 and 2021: Year Ended December 31, Year Ended December 31, 2022 2021 (Amounts in thousands, except percentages) As Reported NQDCP Adjusted % of Revenue As Reported NQDCP Adjusted % of Revenue Gross margin $ 223,367 $ (17,252) $ 206,115 14.6 % $ 159,290 $ 17,317 $ 176,607 16.0 % Operating income 168,344 (19,645) 148,699 10.5 % 72,672 19,485 92,157 8.3 % Other (expense) income, net (19,225) 19,645 420 — % 18,241 (19,485) (1,244) (0.1) % Income from continuing operations before income tax expense 141,493 — 141,493 10.0 % 93,040 — 93,040 8.4 % Operating Expenses The following table presents our operating expenses for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (Amounts in thousands, except percentages) Operating expenses $ 1,188,612 $ 945,635 Operating expenses % of revenue 84.2 % 85.6 % Operating expenses excluding deferred compensation $ 1,205,864 $ 928,318 Operating expenses excluding deferred compensation % of revenue 85.4 % 84.0 % Our operating expenses increased by $243.0 million.
Income and expenses related to the deferred compensation plan for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (Amounts in thousands) Operating expenses (income) $ 17,192 $ (17,252) Corporate general and administrative expenses (income) $ 2,296 $ (2,393) Other income (expense), net $ 19,488 $ (19,645) 22 Table of Contents Excluding the impact of the above-mentioned income and expenses related to the deferred compensation plan, the operating results for the years ended December 31, 2023 and 2022: Year Ended December 31, Year Ended December 31, 2023 2022 (Amounts in thousands, except percentages) As Reported NQDCP Adjusted % of Revenue As Reported NQDCP Adjusted % of Revenue Gross margin $ 223,204 $ 17,192 $ 240,396 15.1 % $ 223,367 $ (17,252) $ 206,115 14.6 % Operating income 165,239 19,488 184,727 11.6 % 168,344 (19,645) 148,699 10.5 % Other income (expense), net 21,019 (19,488) 1,531 0.1 % (19,243) 19,645 402 — % Income before income tax expense 166,303 — 166,303 10.5 % 141,475 — 141,475 10.0 % Operating Expenses The following table presents our operating expenses for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (Amounts in thousands, except percentages) Operating expenses $ 1,367,990 $ 1,188,612 Operating expenses % of revenue 86.0 % 84.2 % Operating expenses excluding deferred compensation $ 1,350,798 $ 1,205,864 Operating expenses excluding deferred compensation % of revenue 84.9 % 85.4 % Our operating expenses increased by $179.4 million.
Excluding the impact of the non-qualified deferred compensation plan, corporate general and administrative expenses increased by $3.4 million in 2022 as compared to the prior year, attributable to $3.0 million higher personnel costs, a $1.3 million non-recurring transaction and integration costs related to the Marks Paneth acquisition, $0.8 million higher travel and entertainment costs, $0.5 million higher marketing expense, offset by $2.2 million lower legal costs as compared to 2021.
Excluding the impact of the non-qualified deferred compensation plan, G&A expenses decreased by $1.7 million in 2023 as compared to the prior year, attributable to $2.4 million lower personnel costs, offset by $0.7 million higher legal and other professional related costs as compared to 2022.
Gain on Sale of Operations, net - During the twelve months ended December 31, 2022, we recorded approximately $0.4 million additional gain related to a previously sold business as additional contingent proceeds were received. During the same period in 2021, we sold a small book of business and a business unit in the Benefit and Insurance practice group during 2021.
During the same period in 2022, we recorded approximately $0.4 million additional gain related to a previously sold business as additional contingent proceeds were received.
The non-qualified deferred compensation plan decreased operating expenses by $17.3 million in 2022, and increased operating expenses by $17.3 million in 2021. Excluding the non-qualified deferred compensation expenses, operating expense increased by approximately $12.3 million, driven by $10.4 million higher personnel costs due to increased healthcare costs and the headcount impact from the Marks Paneth acquisition.
The non-qualified deferred compensation plan increased operating expenses by $17.2 million in 2023, but decreased operating expenses by $17.3 million in 2022. Excluding the non-qualified deferred compensation expenses, operating expense decreased by approximately $4.1 million, primarily driven by $1.6 million lower personnel costs and $8.3 million higher allocation costs to other operating units.
EXECUTIVE SUMMARY Financial Year in Review - Revenue of $1,412.0 million in 2022 grew $307.1 million, or 27.8%, from revenue of $1,104.9 million in 2021. Same-unit revenue increased by $119.9 million, or 10.9%, while acquisitions, net of divestitures, contributed $187.2 million to revenue, or 16.9%.
EXECUTIVE SUMMARY Financial Year in Review - Revenue of $1,591.2 million in 2023 grew $179.2 million, or 12.7%, from revenue of $1,412.0 million in 2022. Same-unit revenue, as defined below in the "Results of Operations" section, increased by $104.0 million, or 7.4%, while acquisitions, net of divestitures, contributed $75.2 million to revenue, or 5.3%.
Financial Services Year Ended December 31, 2022 2021 $ Change % Change (Amounts in thousands, except percentages) Revenue Same-unit $ 821,109 $ 734,026 $ 87,083 11.9 % Acquired businesses 188,959 — 188,959 Total revenue 1,010,068 734,026 276,042 37.6 % Operating expenses 850,038 608,238 241,800 39.8 % Gross margin / Operating income $ 160,030 $ 125,788 $ 34,242 27.2 % Total other income (expense), net 682 (26) $ 708 N/M Income from continuing operations before income tax expense $ 160,712 $ 125,762 $ 34,950 27.8 % Gross margin percentage 15.8 % 17.1 % The Financial Services practice group revenue in 2022 grew by 37.6% to $1,010.1 million from $734.0 million in 2021.
Financial Services Year Ended December 31, 2023 2022 $ Change % Change (Amounts in thousands, except percentages) Revenue Same-unit $ 1,086,894 $ 1,010,068 $ 76,826 7.6 % Acquired businesses 73,792 — 73,792 Total revenue 1,160,686 1,010,068 150,618 14.9 % Operating expenses 975,076 850,038 125,038 14.7 % Gross margin / Operating income $ 185,610 $ 160,030 $ 25,580 16.0 % Total other income (expense), net $ 2,218 $ 682 $ 1,536 N/M Income before income tax expense $ 187,828 $ 160,712 $ 27,116 16.9 % Gross margin percentage 16.0 % 15.8 % The Financial Services practice group revenue in 2023 grew by 14.9% to $1,160.7 million from $1,010.1 million in 2022.
We repurchased 2.8 million shares of our common stock in the open market at a total cost of approximately $122.8 million in 2022 and 3.0 million shares at a total cost of approximately $96.4 million in 2021.
We repurchased 1.3 million shares of our common stock in the open market at a total cost of approximately $65.1 million in 2023 and 2.8 million shares at a total cost of approximately $122.8 million in 2022. Refer to Note 13, Common Stock, to the accompanying consolidated financial statements for further discussion on the Share Repurchase Program.
The majority of our operating expenses relate to personnel costs, which includes (i) salaries and benefits, (ii) commissions paid to producers (iii) incentive compensation and (iv) share-based compensation.
The majority of our operating expenses relate to personnel costs, which includes (i) salaries and benefits, (ii) commissions paid to producers, (iii) incentive compensation and (iv) share-based compensation. Excluding the impact of non-qualified deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes, operating expenses increased by approximately $144.9 million in 2023 as compared to 2022.
Operating expenses increased by $241.8 million in 2022 as compared to 2021, primarily as a result of $183.1 million, or 35.6%, in higher personnel costs, of which acquisitions contributed approximately $139.5 million to the increase.
Operating expenses increased by $125.0 million in 2023 as compared to 2022, primarily as a result of $102.2 million, or 14.6%, in higher personnel costs, of which acquisitions contributed approximately $49.5 million to the increase primarily driven by the Somerset acquisition in 2023 and the wrap around effect of the Stinnett acquisition 25 Table of Contents in 2022.
Other income of $18.2 million in 2021 consisted of a net gain of $19.5 million related to the deferred compensation plan, partially offset by $2.4 million net increase to the fair value of the contingent purchase price liability due to $3.1 million net present value adjustment and $0.6 million stock price adjustment.
Other income of $21.0 million in 2023 included a $19.5 million net gain related to the deferred compensation plan, $2.8 million gain related to the sale of certain assets, $0.7 million interest income from non-operating investments, as well as $0.7 miscellaneous income, offset by $2.7 million expense due to the net increase to the fair value of the contingent purchase price liability.
Compared to 2021, travel and entertainment costs, computer and technology related costs, marketing and recruiting related costs, as well as direct costs increased by approximately $2.0 million, $0.9 million, $0.8 million, and $0.6 million respectively. In addition, other discretionary operating costs increased by approximately $1.1 million to support the business growth.
Compared to the same period in 2022, corporate allocated costs, travel and entertainment costs, depreciation and amortization costs, technology costs, direct costs, facility costs, and marketing costs increased by $6.2 million, $5.6 million, $3.4 million, $3.1 million, $2.3 million, $1.8 million, and $1.0 million, respectively, to support business growth. In addition, bad debt expense increased by $0.6 million.
Same-unit revenue represents total revenue adjusted to reflect comparable periods of activity for acquisitions and divestitures.
A description of these groups’ operating results and factors affecting their businesses is provided below. Same-unit revenue, also known internally as "Organic revenue", represents total revenue adjusted to reflect comparable periods of activity for acquisitions and divestitures.
Year Ended December 31, 2022 2021 $ Change % Change (Amounts in thousands, except percentages) Operating expenses $ 8,986 $ 31,253 $ (22,267) (71.2) % Corporate general and administrative expenses 55,023 56,150 $ (1,127) (2.0) % Legal settlement, net — 30,468 $ (30,468) N/M Operating loss $ (64,009) $ (117,871) $ 53,862 (45.7) % Total other (expense) income, net (29,929) 13,280 $ (43,209) N/M Loss from continuing operations before income taxes $ (93,938) $ (104,591) $ 10,653 (10.2) % Total operating expenses decreased by $22.3 million, or 71.2% in 2022 as compared to 2021.
Year Ended December 31, 2023 2022 $ Change % Change (Amounts in thousands, except percentages) Operating expenses $ 39,344 $ 8,986 $ 30,358 N/M Corporate general and administrative expenses 57,965 55,023 $ 2,942 5.3 % Operating loss $ (97,309) $ (64,009) $ (33,300) 52.0 % Total other expense, net (3,213) (29,947) $ 26,734 N/M Loss before income taxes $ (100,522) $ (93,956) $ (6,566) 7.0 % Total operating expenses increased by $30.4 million in 2023 as compared to 2022.
Refer to Note 13, Common Stock, to the accompanying consolidated financial statements for further discussion on the Share Repurchase Program. 29 Table of Contents Cash Requirements for 2023 - Cash requirements for 2023 will include acquisitions, interest payments on debt, seasonal working capital requirements, contingent earnout payments for previous acquisitions, share repurchases and capital expenditures.
Cash Requirements - Cash requirements for 2024 and beyond will generally include acquisitions, interest payments on debt, seasonal working capital requirements, contingent earnout payments for previous acquisitions, share repurchases, income tax payments, and capital expenditures.
Our average debt balance and weighted average interest rate was $267.0 million and 2.67%, respectively, in 2022, compared to $161.0 million and 1.88%, respectively, in 2021. Our debt is further discussed in Note 9, Debt and Financing Arrangements, to the accompanying consolidated financial statements.
Our average debt balance and weighted average interest rate was $364.1 million and 5.23%, respectively, in 2023, as compared to $267.0 million and 2.67%, respectively, in 2022. The increase in interest expense in 2023 as compared to 2022 was driven by a higher average debt balance as well as higher weighted average effective interest rate.
The increase in the effective tax rate from 2021 to 2022 was primarily due to a higher state effective tax rate and higher non-deductible expenses in 2022 compared to 2021.
The increase in the effective tax rate from 2022 to 2023 was primarily due to higher non-deductible expense in 2023 compared to 2022. In addition, the effect of higher pre-tax income on our tax benefit related to stock-based compensation also contributed to the increase in the effective tax rate.
In addition, other operating costs, such as facility cost and marketing cost, increased by approximately $1.9 million to support business growth. Total corporate general and administrative expenses decreased by $1.1 million, or 2.0% in 2022, as compared to 2021.
The decrease in operating costs was offset by $2.2 million higher facility costs, $1.3 million higher technology costs, $1.0 million higher depreciation costs, $0.5 million higher professional fees, as well as $0.8 million higher other miscellaneous discretionary costs to support business growth. Total G&A expenses increased by $2.9 million, or 5.3%, in 2023, as compared to 2022.
Divested operations represent operations that did not meet the criteria for treatment as discontinued operations. Those businesses that have met the requirements to be treated as a discontinued operation are eliminated from continuing operations for all periods presented below.
Divested operations represent operations that did not meet the criteria for treatment as discontinued operations.
We completed the following two acquisitions in 2022: ◦ Effective January 1, 2022, we acquired all of the non-attest assets of Marks Paneth LLP ("Marks Paneth"). Marks Paneth, based in New York City, is a provider of a full range of accounting, tax and consulting services to a wide range of industries.
Operating results for Danenhauer and Danenhauer are reported in the Financial Services practice group. • Effective February 1, 2023, we acquired the non-attest assets of Somerset CPAs and Advisors ("Somerset"). Somerset, based in Indianapolis, Indiana, is a provider of a full range of accounting, tax, and financial advisory services to clients in a wide array of industries.
Excluding the impact of non-qualified deferred compensation plan, which was recorded in "Corporate and Other" for segment reporting purposes, operating expense increased by approximately $277.5 million in 2022 as compared to 2021. 22 Table of Contents Operating expense for the year ended December 31, 2022 included approximately $9.2 million non-recurring integration and retention costs related to the Marks Paneth acquisition.
Operating expenses for the year ended December 31, 2023 included approximately $1.9 million non-recurring integration and retention costs related to the Somerset acquisition, and operating expenses for the year ended December 31, 2022 included approximately $8.6 million non-recurring integration and retention costs related to the acquisition of the non-attest assets of Marks Paneth LLP ("Marks Paneth").
Compared to the same period in 2021, facility costs, depreciation and amortization expenses, computer and technology related costs, professional services, recruiting, as well as marketing costs increased by $12.6 million, $6.7 million, $6.3 million, $4.9 million, $2.4 million, and $1.1 million, respectively, primarily due to the Marks Paneth acquisition.
Compared to 2022, corporate allocated costs, travel and entertainment costs, technology costs, marketing costs, and direct costs increased by $2.2 million, $1.3 million, $0.5 million, $0.4 million, and $0.3 million, respectively. The increase in operating costs was offset by $1.0 million lower depreciation and amortization costs, $0.6 million lower facility costs, and $0.2 million lower bad debt expense.
Excluding the impact of the non-qualified deferred compensation plan, which was recorded in "Corporate and Other" for segment purposes, G&A expense increased by $3.4 million in 2022 as compared to prior year, attributable to $3.0 million higher personnel costs, a $1.3 million non-recurring transaction and integration costs related to the Marks Paneth acquisition, $0.8 million higher travel and entertainment costs, $0.5 million higher marketing expense, offset by $2.2 million lower legal costs as compared to 2021.
G&A expenses for the year ended December 31, 2022 included a $1.3 million non-recurring transaction and integration costs related to the Marks Paneth acquisition. Total other expense, net decreased by $26.7 million to $3.2 million from $29.9 million in 2022.