Biggest changeA reconciliation of Adjusted EBITDA for the years ended December 31, 2022, 2021 and 2020 follows (in thousands): Year Ended December 31, 2022 2021 2020 Reconciliation of Net Income (loss) to Adjusted EBITDA: Net income (loss) $ 4,176 $ (29,742) $ (30,015) Interest expense 1,580 748 1,031 Income tax benefit (579) (629) (2,826) Depreciation 17,487 16,344 10,259 Non-cash stock based compensation 9,519 7,681 5,764 Income from equity method investment (1,597) (190) — Impairment of intangible assets — — 15,200 Impairment of goodwill — — 22,607 Impairment of investment 2,300 — 2,002 Impairment of right-of-use asset — 1,919 — Proceeds from settlement (2,061) — — Gain on investments (320) (1,198) (200) Severance and related costs 445 1,969 1,194 Loss (income) on discontinued operations, net of tax — 29,340 (2,382) Other — (80) — Adjusted EBITDA $ 30,950 $ 26,162 $ 22,634 Reconciliation of Operating Cash Flows to Adjusted EBITDA: Net cash provided by operating activities $ 36,035 $ 28,581 $ 18,683 Interest expense 1,580 748 1,031 Amortization of deferred financing costs (146) (147) (147) Income tax benefit (579) (629) (2,826) Deferred income taxes 3,800 569 2,918 Change in accrual for unrecognized tax benefits 16 156 446 Change in accounts receivable 2,109 1,102 (859) Change in deferred revenue (4,718) (10,075) 8,193 Discontinued operations results — (3,593) (7,290) Severance and related costs 445 1,969 1,194 Changes in working capital and other (7,592) 7,481 1,291 Adjusted EBITDA $ 30,950 $ 26,162 $ 22,634 48 Table of Contents A reconciliation of Adjusted EBITDA Margin for the years ended December 31, 2022, 2021 and 2020 follows (in thousands, except percentages): Year Ended December 31, 2022 2021 2020 Revenues $ 149,680 $ 119,903 $ 111,167 Net income (loss) $ 4,176 $ (29,742) $ (30,015) Net income (loss) margin (1) 3 % (25) % (27) % Adjusted EBITDA $ 30,950 $ 26,162 $ 22,634 Adjusted EBITDA Margin (1) 21 % 22 % 20 % (1) Net income (loss) margin and Adjusted EBITDA Margin are calculated by dividing the respective measure by that period's revenues Liquidity and Capital Resources Cash Flows We have summarized our cash flows for the years ended December 31, 2022, 2021 and 2020 as follows (in thousands): Year Ended December 31, 2022 2021 2020 Cash from operating activities $ 36,035 $ 28,581 $ 18,683 Cash used in investing activities (17,656) (19,304) (15,904) Cash used in financing activities (16,913) (15,387) (542) We have financed our operations primarily through cash provided by operating activities and borrowings under our revolving credit facility.
Biggest changeA reconciliation of Adjusted EBITDA for the years ended December 31, 2023, 2022 and 2021 follows (in thousands): Year Ended December 31, 2023 2022 2021 Reconciliation of Net Income (loss) to Adjusted EBITDA: Net income (loss) $ 3,491 $ 4,176 $ (29,742) Interest expense 3,482 1,580 748 Income tax expense (benefit) 131 (579) (629) Depreciation 16,915 17,487 16,344 Non-cash stock based compensation 9,467 9,519 7,681 Income from equity method investment (502) (1,597) (190) Proceeds from settlement — (2,061) — Gain on investments (614) (320) (1,198) Impairment of right-of-use asset — — 1,919 Impairment of investment 300 2,300 — Severance and related costs 1,167 445 1,969 Loss on discontinued operations, net of tax — — 29,340 Restructuring 2,417 — — Other — — (80) Adjusted EBITDA $ 36,254 $ 30,950 $ 26,162 Reconciliation of Operating Cash Flows to Adjusted EBITDA: Net cash provided by operating activities $ 21,345 $ 36,035 $ 28,581 Interest expense 3,482 1,580 748 Amortization of deferred financing costs (145) (146) (147) Income tax expense (benefit) 131 (579) (629) Deferred income taxes 3,301 3,800 569 Change in accrual for unrecognized tax benefits (263) 16 156 Change in accounts receivable 1,398 2,109 1,102 Change in deferred revenue 893 (4,718) (10,075) Discontinued operations results — — (3,593) Severance and related costs 1,167 445 1,969 Restructuring 2,417 — — Changes in working capital and other 2,528 (7,592) 7,481 Adjusted EBITDA $ 36,254 $ 30,950 $ 26,162 44 Table of Contents A reconciliation of Adjusted EBITDA Margin for the years ended December 31, 2023, 2022 and 2021 follows (in thousands, except percentages): Year Ended December 31, 2023 2022 2021 Revenues $ 151,878 $ 149,680 $ 119,903 Net income (loss) $ 3,491 $ 4,176 $ (29,742) Net income (loss) margin (1) 2 % 3 % (25) % Adjusted EBITDA $ 36,254 $ 30,950 $ 26,162 Adjusted EBITDA Margin (1) 24 % 21 % 22 % (1) Net income (loss) margin and Adjusted EBITDA Margin are calculated by dividing the respective measure by that period's revenues.
Adjusted EBITDA Margin is computed as Adjusted EBITDA divided by Revenues. We also consider Adjusted EBITDA and Adjusted EBITDA Margin, as defined above, to be important indicators to investors because they provide information related to our ability to provide cash flows to meet future debt service, capital expenditures, working capital requirements, and to fund future growth.
Adjusted EBITDA Margin is computed as Adjusted EBITDA divided by Revenues. We also consider Adjusted EBITDA and Adjusted EBITDA Margin, as defined above, to be important indicators to investors because they provide information related to our ability to provide cash flows to meet future debt service, capital expenditures, and working capital requirements, and to fund future growth.
Adjusted EBITDA represents net income plus (to the extent deducted in calculating such net income) interest expense, income tax expense, depreciation and amortization, and items such as non-cash stock based compensation, losses resulting from certain dispositions outside the ordinary course of business including prior negative operating results of those divested businesses, certain write-offs in connection with indebtedness, impairment charges with respect to long-lived assets, expenses incurred in connection with an equity offering or any other offering of securities by the Company, extraordinary or non-recurring non-cash expenses or losses, losses from equity method investments, transaction costs in connection with the credit agreement, deferred revenues written off in connection with acquisition purchase accounting adjustments, write-off of non-cash stock-based compensation expense, severance and retention costs related to dispositions and reorganizations of the Company, and losses related to legal claims and fees that are unusual in nature or infrequent, minus (to the extent included in calculating such net income) non-cash income or gains, including income from equity method investments, interest income, business interruption insurance proceeds, and any income or gain resulting from certain dispositions outside the ordinary course of business, including prior operating results of those divested businesses, and gains related to legal claims that are unusual in nature or infrequent.
Adjusted EBITDA represents net income plus (to the extent deducted in calculating such net income) interest expense, income tax expense, depreciation and amortization, and items such as non-cash stock based compensation, losses resulting from certain dispositions outside the ordinary course of business including prior negative operating results of those divested businesses, certain write-offs in connection with indebtedness, impairment charges with respect to long-lived assets, expenses incurred in connection with an equity offering or any other offering of securities by the Company, extraordinary or non-recurring non-cash expenses or losses, losses from equity method investments, transaction costs in connection with the credit agreement, deferred revenues written off in connection with acquisition purchase accounting adjustments, write-off of non-cash stock-based compensation expense, impairment of investment, severance and retention costs related to dispositions and reorganizations of the Company, restructuring charges and losses related to legal claims and fees that are unusual in nature or infrequent, minus (to the extent included in calculating such net income) non-cash income or gains, including income from equity method investments, interest income, business interruption insurance proceeds, and any income or gain resulting from certain dispositions outside the ordinary course of business, including prior operating results of those divested businesses, and gains related to legal claims that are unusual in nature or infrequent.
Fair values are determined using a profit allocation methodology which estimates the value of the trademark and brand name by capitalizing the profits saved because the company owns the asset. We consider factors such as historical performance, anticipated market conditions, operating expense trends and capital expenditure requirements.
Fair values are determined using a profit allocation methodology which estimates the value of the trademark and brand name by capitalizing the profits saved because the company owns the asset. We consider factors such as historical performance, anticipated market conditions, revenues, operating expense trends and capital expenditure requirements.
As a result, the Company believes it is not more likely than not that the fair value of the Dice trademarks and brand name is less than the carrying value as of December 31, 2022. Therefore, no quantitative impairment test was performed as of December 31, 2022. No impairment was recorded during the years ended December 31, 2022 and 2021.
As a result, the Company believes it is not more likely than not that the fair value of the Dice trademarks and brand name is less than the carrying value as of December 31, 2023. Therefore, no quantitative impairment test was performed as of December 31, 2023. No impairment was recorded during the years ended December 31, 2022 and 2021.
We understand that although Adjusted EBITDA and Adjusted EBITDA Margin is frequently used by securities analysts, lenders and others in their evaluation of companies, Adjusted EBITDA and Adjusted EBITDA Margin have limitations as analytical tool, and you should not consider them in isolation, or as a substitute for analysis of our liquidity or results as reported under GAAP.
We understand that although Adjusted EBITDA and Adjusted EBITDA Margin is frequently used by securities analysts, lenders and others in their evaluation of companies, Adjusted EBITDA and Adjusted EBITDA Margin have limitations as analytical tools, and you should not consider them in isolation, or as a substitute for analysis of our liquidity or results as reported under GAAP.
Financing Activities Cash used in financing activities during the year ended December 31, 2022 was $16.9 million primarily due to cash uses of $23.4 million, net, related to share repurchases and $0.5 million from financing costs paid, partially offset by $7.0 million of net proceeds on long-term debt.
Cash used during the year ended December 31, 2022 was $16.9 million primarily due to cash uses of $23.4 million, net, related to share repurchases and $0.5 million from financing costs paid, partially offset by $7.0 million of net proceeds on long-term debt.
The Credit Agreement contains various affirmative and negative covenants and also contains certain financial covenants, including a consolidated leverage ratio and a consolidated interest coverage ratio. As of December 31, 2022, the Company was in compliance with all of the financial covenants under the Credit Agreement. Refer to Note 11 of the notes to consolidated financial statements and Item 7A.
The Credit Agreement contains various affirmative and negative covenants and also contains certain financial covenants, including a consolidated leverage ratio and a consolidated interest coverage ratio. As of December 31, 2023, the Company was in compliance with all of the financial covenants under the Credit Agreement. Refer to Note 11 of the notes to consolidated financial statements and Item 7A.
The leases have terms from one year to eight years, some of which include options to renew the lease, and are included in the lease term when it is reasonably certain that the Company will exercise the option. No leases include options to purchase the leased property.
The leases have terms from one year to ten years, some of which include options to renew the lease, and are included in the lease term when it is reasonably certain that the Company will exercise the option. No leases include options to purchase the leased property.
Alternatively, a decrease in the unemployment rate or a labor shortage, including as a result of an increase in job turnover, generally means that employers (including our customers) are seeking to hire more individuals, which would generally lead to more job postings and databases licenses and have a positive impact on our revenues and results of operations.
A decrease in the unemployment rate or a labor shortage, including as a result of an increase in job turnover, generally means that employers (including our customers) are seeking to hire more individuals, which would generally lead to more job postings and database licenses and have a positive impact on our revenues and results of operations.
The Company's operating results attributable to the Dice trademarks and brand name for the fourth quarter of 2022 and estimated future results as of December 31, 2022 approximate the projections used in the October 1, 2022 analysis.
The Company's operating results attributable to the Dice trademarks and brand name for the fourth quarter of 2023 and estimated future results as of December 31, 2023 approximate the projections used in the October 1, 2023 analysis.
We based our estimates of the carrying value of certain assets and liabilities on historical experience and on various other assumptions that we believe are reasonable. In many cases, we could reasonably have used different accounting policies and estimates. In some cases, changes in the accounting estimates are reasonably likely to occur from period to period.
We based our estimates of the carrying value of certain assets and liabilities on historical experience and on various other assumptions that we believe are reasonable. In many cases, we could reasonably have used different accounting policies and 35 Table of Contents estimates. In some cases, changes in the accounting estimates are reasonably likely to occur from period to period.
Comparison of Years Ended December 31, 2022 and 2021 Operating Activities Cash flows from operating activities is driven by earnings and is dependent on the amount and timing of billings and cash collections from our customers.
Comparison of Years Ended December 31, 2023 and 2022 Operating Activities Cash flows from operating activities is driven by earnings and is dependent on the amount and timing of billings and cash collections from our customers.
Results for the Tech-focused reporting unit for the fourth quarter of 2022 and estimated future results as of December 31, 2022 approximate the projections used in the October 1, 2022 analysis.
Results for the Tech-focused reporting unit for the fourth quarter of 2023 and estimated future results as of December 31, 2023 approximate the projections used in the October 1, 2023 analysis.
If recruitment activity slows in the industries in which we operate, our revenues and results of operations could be negatively impacted. 52 Table of Contents Recent Accounting Pronouncements For a discussion of new accounting pronouncements affecting the Company, refer to Note 2 of the notes to consolidated financial statements included in Item 8 of this Annual Report. 53 Table of Contents
If recruitment activity slows in the industries in which we operate, our revenues and results of operations could be negatively impacted. 48 Table of Contents Recent Accounting Pronouncements For a discussion of new accounting pronouncements affecting the Company, refer to Note 2 of the notes to consolidated financial statements included in Item 8 of this Annual Report. 49 Table of Contents
Considering the recognition and the awareness of the Dice brand in the talent acquisition and staffing services market, Dice’s long operating history and the intended use of the Dice brand, the remaining useful life of the Dice trademark, trade name and domain name was determined to be indefinite.
Considering the recognition and the awareness of the Dice brand in the talent acquisition and staffing services market, Dice’s long operating 36 Table of Contents history and the intended use of the Dice brand, the remaining useful life of the Dice trademark, trade name and domain name was determined to be indefinite.
Changes in our strategy, uncertainty related to COVID-19, and/or changes in market conditions could significantly impact these judgments and require adjustments to recorded amounts of intangible assets. If projections are not achieved, the Company could realize an impairment in the foreseeable future. Income Taxes We utilize the asset and liability method of accounting for income taxes.
Changes in our strategy and/or changes in market conditions could significantly impact these judgments and require adjustments to recorded amounts of intangible assets. If projections are not achieved, the Company could realize an impairment in the foreseeable future. Income Taxes We utilize the asset and liability method of accounting for income taxes.
In addition, we had $70.0 million in borrowing capacity under our $100.0 million Credit Agreement at December 31, 2022, subject to certain availability limits including our consolidated leverage ratio, which generally limits borrowings to 2.5 times annual Adjusted EBITDA levels, as defined in the Credit Agreement.
In addition, we had $62.0 million in borrowing capacity under our $100.0 million Credit Agreement at December 31, 2023, subject to certain availability limits including our consolidated leverage ratio, which generally limits borrowings to 2.5 times annual Adjusted EBITDA levels, as defined in the Credit Agreement.
The Company incurs a commitment fee ranging from 0.35% to 0.50% on any unused capacity under the revolving loan facility, determined by the 50 Table of Contents Company’s most recent consolidated leverage ratio.
The Company incurs a commitment fee ranging from 0.35% to 0.50% on any unused capacity under the revolving loan facility, determined by the Company’s most recent consolidated leverage ratio.
In addition, a future decline in the overall market conditions, uncertainty related to COVID-19, political instability, and/or changes in the Company’s market share could negatively impact the estimated future cash flows and discount rates used to determine the fair value of the reporting unit and could result in an impairment charge in the foreseeable future.
In addition, a future decline in the overall market conditions, political instability, and/or changes in the Company’s market share could negatively impact the estimated future cash flows and discount rates used to determine the fair value of the reporting unit and could result in an impairment charge in the foreseeable future.
In the October 1, 2022 analysis, the Company utilized a relief from royalty rate method to value the Dice trademarks and brand name using a royalty rate of 4.0%, which is based on comparable industry licensing agreements and the profitability attributable to the Dice trademarks and brand name, and a discount rate of 12.0%.
In the October 1, 2023 analysis, the Company utilized a relief from royalty rate method to value the Dice trademarks and brand name using a royalty rate of 4.0%, which is based on comparable industry licensing agreements and the profitability attributable to the Dice trademarks and brand name, and a discount rate of 13.1%.
The amount of goodwill as of December 31, 2022 allocated to the Tech-focused reporting unit was $128.1 million. The discount rate applied for the Tech-focused reporting unit in the October 1, 2022 analysis was 11.0%. An increase to the discount rate applied or reductions to future projected operating results could result in future impairment of the Tech-focused reporting unit’s goodwill.
The amount of goodwill as of December 31, 2023 allocated to the Tech-focused reporting unit was $128.1 million. The discount rate applied for the Tech-focused reporting unit in the October 1, 2023 analysis was 12.1%. An increase to the discount rate applied or reductions to future projected operating results could result in future impairment of the Tech-focused reporting unit’s goodwill.
If the carrying value exceeds the fair value, an impairment loss is recorded. The impairment test performed as of October 1, 2022 resulted in the fair value of the Dice trademarks and brand name exceeding the carrying value by 137%.
If the carrying value exceeds the fair value, an impairment loss is recorded. The impairment test performed as of October 1, 2023 resulted in the fair value of the Dice trademarks and brand name exceeding the carrying value by 51%.
Financings and Capital Requirements Credit Agreement We have a $100 million revolving credit facility, which matures June 2027, with $30.0 million of outstanding borrowings on the facility at December 31, 2022, leaving $70.0 million available for future borrowings, subject to the terms of the Credit Agreement.
Financings and Capital Requirements Credit Agreement We have a $100 million revolving credit facility, which matures June 2027, with $38.0 million of outstanding borrowings on the facility at December 31, 2023, leaving $62.0 million available for future borrowings, subject to the terms of the Credit Agreement.
Proceeds from settlement Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Proceeds from settlement $ 2,061 $ — $ 2,061 — % Percentage of revenues 1.4 % — % During the fourth quarter of 2022 the Company received proceeds from a legal settlement of $2.1 million.
Proceeds from settlement Year Ended December 31, Decrease Percent Change 2023 2022 (in thousands, except percentages) Proceeds from settlement $ — $ 2,061 $ (2,061) (100.0) % Percentage of revenues — % 1.4 % During the fourth quarter of 2022 the Company received proceeds from a legal settlement of $2.1 million.
Investing Activities During the year ended December 31, 2022, cash used in investing activities was $17.7 million compared to $19.3 million of cash used in investing activities during the year ended December 31, 2021.
Investing Activities During the year ended December 31, 2023, cash used in investing activities was $15.3 million compared to $17.7 million of cash used in investing activities during the year ended December 31, 2022.
Revenues for ClearanceJobs increased by $4.7 million, or 16.1%, as compared to the same period of 2020, driven by continued high demand for professionals with government clearance and consistent product releases and enhancements driving activity on the site.
Revenues for ClearanceJobs increased by $6.6 million, or 15.4%, as compared to the same period of 2022, driven by continued high demand for professionals with government clearance and consistent product releases and enhancements driving activity on the site.
We believe the key metrics that are material to an analysis of our businesses are our total number of Dice and ClearanceJobs recruitment package customers and the revenue, on average, that these customers generate.
We believe the key metrics that are material to an analysis of our businesses are our total number of Dice and ClearanceJobs recruitment package customers and the revenue, on average, that these customers generate. The tables below detail this customer data.
At December 31, 2022, we had cash and borrowings of $3.0 million and $30.0 million, respectively, compared to $1.5 million and $23.0 million, respectively, at December 31, 2021. Liquidity Our principal internal sources of liquidity are cash on hand, as well as the cash flow that we generate from our operations.
At December 31, 2023, we had cash and borrowings of $4.2 million and $38.0 million, respectively, compared to $3.0 million and $30.0 million, respectively, at December 31, 2022. Liquidity Our principal internal sources of liquidity are cash on hand, as well as the cash flow that we generate from our operations.
The annual impairment test for the Tech-focused reporting unit performed as of October 1, 2022 resulted in the fair value of the reporting unit being substantially in excess of the carrying value with fair value exceeding the carrying value by 154%.
The annual impairment test for the Tech-focused reporting unit performed as of October 1, 2023 resulted in the fair value of the reporting unit being substantially in excess of the carrying value.
Assuming an interest rate of 6.67% (the rate in effect on December 31, 2022) on our current borrowings, interest payments are expected to be $2.0 million per year in years 2023 through 2026 and $1.0 million in 2027.
Assuming an interest rate of 7.71% (the rate in effect on December 31, 2023) on our current borrowings, interest payments are expected to be $2.9 million per year in years 2024 through 2026 and $1.5 million in 2027.
The Company’s ability to achieve these revenue projections may be impacted by, among other things, uncertainty related to COVID-19, competition in the technology recruiting market, challenges in developing and introducing new products and product enhancements to the market and the Company’s ability to attribute value delivered to customers.
The Company’s ability to achieve the projections used in the October 1, 2023 analysis may be impacted by, among other things, competition in the technology recruiting market, challenges in developing and introducing new products and product enhancements to the market and the Company’s ability to attribute value delivered to customers.
See also Note 7 of the notes to consolidated financial statements.
See note 7 of the notes to consolidated financial statements for additional information.
The Dice and ClearanceJobs businesses and corporate related costs are aggregated into the Tech-focused reportable segment primarily because the Company does not have discrete financial information for those brands or costs. Recent Developments None.
Based on our operating structure, we have identified one reportable segment, Tech-focused, which includes the Dice and ClearanceJobs businesses and corporate related costs. The Dice and ClearanceJobs businesses and corporate related costs are aggregated into the Tech-focused reportable segment primarily because the Company does not have discrete financial information for those brands or costs.
Some limitations are: • Adjusted EBITDA and Adjusted EBITDA Margin do not reflect our cash expenditures, or future requirements for capital expenditures or contractual commitments; • Adjusted EBITDA and Adjusted EBITDA Margin do not reflect changes in, or cash requirements for, our working capital needs; • Adjusted EBITDA and Adjusted EBITDA Margin do not reflect interest expense, or the cash requirements necessary to service interest or principal payments on our debt; • Although depreciation and amortization are non-cash charges, the assets being depreciated and amortized often will have to be replaced in the future, and Adjusted EBITDA and Adjusted EBITDA Margin do not reflect any cash requirements for such replacements; and 47 Table of Contents • Other companies in our industry may calculate Adjusted EBITDA and Adjusted EBITDA Margin differently than we do, limiting their usefulness as a comparative measure.
Some limitations are: • Adjusted EBITDA and Adjusted EBITDA Margin do not reflect our cash expenditures, or future requirements for capital expenditures or contractual commitments; • Adjusted EBITDA and Adjusted EBITDA Margin do not reflect changes in, or cash requirements for, our working capital needs; • Adjusted EBITDA and Adjusted EBITDA Margin do not reflect interest expense, or the cash requirements necessary to service interest or principal payments on our debt; • Although depreciation and amortization are non-cash charges, the assets being depreciated and amortized often will have to be replaced in the future, and Adjusted EBITDA and Adjusted EBITDA Margin do not reflect any cash requirements for such replacements; and • Other companies in our industry may calculate Adjusted EBITDA and Adjusted EBITDA Margin differently than we do, limiting their usefulness as a comparative measure. 43 Table of Contents To compensate for these limitations, management evaluates our liquidity by considering the economic effect of excluded expense items independently, as well as in connection with its analysis of cash flows from operations and through the use of other financial measures, such as capital expenditure budget variances, investment spending levels and return on capital analysis.
We believe the presentation of non-GAAP measures, such as Adjusted EBITDA and Adjusted EBITDA margin, provides useful information to management and investors regarding certain financial and business trends relating to our financial condition and results of operations. Adjusted EBITDA and Adjusted EBITDA Margin Adjusted EBITDA and Adjusted EBITDA Margin are non-GAAP metrics used by management to measure operating performance.
GAAP and may be different from similarly titled non-GAAP measures reported by other companies. We believe the presentation of non-GAAP measures, such as Adjusted EBITDA and Adjusted EBITDA margin, provides useful information to management and investors regarding certain financial and business trends relating to our financial condition and results of operations.
Interest Expense and Other Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Interest expense and other $ 1,580 $ 667 $ 913 136.9 % Percentage of revenues 1.1 % 0.6 % Interest expense and other increased by $0.9 million, or 136.9%, from the same period in 2021 due to higher debt outstanding under the Credit Agreement during the current period and higher interest rates. 40 Table of Contents Income Taxes Year Ended December 31, 2022 2021 (in thousands, except percentages) Income (loss) before income taxes $ 3,597 $ (1,031) Income tax benefit (579) (629) Effective tax rate (16.1) % 61.0 % A reconciliation between the income tax expense (benefit) at the federal statutory rate and the reported income tax benefit is summarized as follows: Year Ended December 31, 2022 2021 Federal statutory rate $ 755 $ (216) Gain on sale of businesses or investments — (251) Stock-based compensation (1,130) (84) State tax expense, net of federal effect 139 110 Change in accrual for unrecognized tax benefits (16) (155) Executive compensation 266 541 Research and development tax credits (763) (478) Income from equity method investment (335) — Change in valuation allowance 555 — Other (50) (96) Income tax benefit $ (579) $ (629) Our effective income tax rate was (16.1)% and 61.0% for the years ended December 31, 2022 and 2021, respectively.
Interest Expense and Other Year Ended December 31, Increase Percent Change 2023 2022 (in thousands, except percentages) Interest expense and other $ 3,482 $ 1,580 $ 1,902 120.4 % Percentage of revenues 2.3 % 1.1 % Interest expense and other increased by $1.9 million, or 120.4%, from the same period in 2022 due to higher debt outstanding on our revolving credit facility during 2023 and higher interest rates. 41 Table of Contents Income Taxes Year Ended December 31, 2023 2022 (in thousands, except percentages) Income before income taxes $ 3,622 $ 3,597 Income tax expense (benefit) 131 (579) Effective tax rate 3.6 % (16.1) % A reconciliation between the income tax expense at the federal statutory rate and the reported income tax expense (benefit) is summarized as follows: Year Ended December 31, 2023 2022 Federal statutory rate $ 760 $ 755 Loss on sale of investments (22,881) — Expiration of capital loss carryforward 4,680 — Stock-based compensation (399) (1,130) State tax expense, net of federal effect 80 139 Change in accrual for unrecognized tax benefits 263 (16) Executive compensation 1,214 266 Research and development tax credits (1,651) (763) Income from equity method investment (105) (335) Change in valuation allowance 18,158 555 Other 12 (50) Income tax expense (benefit) $ 131 $ (579) Our effective income tax rate was 3.6% and (16.1)% for the years ended December 31, 2023 and 2022, respectively.
Operating Income (Loss) Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Revenue $ 149,680 $ 119,903 $ 29,777 24.8 % Operating income (loss) 5,560 (1,752) $ 7,312 (417.4) % Percentages of revenues 3.7 % (1.5) % 39 Table of Contents Operating income for the year ended December 31, 2022 was $5.6 million, a margin of 3.7%, compared to operating loss of $1.8 million, a negative margin of 1.5%, for the same period in 2021.
Operating Income (Loss) Year Ended December 31, Increase Percent Change 2023 2022 (in thousands, except percentages) Revenue $ 151,878 $ 149,680 $ 2,198 1.5 % Operating income 6,288 5,560 $ 728 13.1 % Percentages of revenues 4.1 % 3.7 % Operating income for the year ended December 31, 2023 was $6.3 million, a margin of 4.1%, compared to operating income of $5.6 million, a margin of 3.7%, for the same period in 2022.
As a result, the Company believes it is not more likely than not that the fair value of the reporting unit is less than the carrying value as of December 31, 2022.
As a result, the Company believes it is not more likely than not that the fair value of the reporting unit is less than the carrying value as of December 31, 2023. Therefore, no quantitative impairment test was performed as of December 31, 2023. No impairment was recorded during the years ended December 31, 2023, 2022 and 2021.
From time to time, we see market slowdowns, which can lead to lower demand for recruiting technologists and financial and security cleared professionals. In 2020 and early in 2021, the COVID-19 pandemic led to a reduction in recruitment activity.
From time to time, we see market slowdowns, which can lead to lower demand for recruiting technologists and financial and security cleared professionals.
Cost of Revenues Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Cost of revenues $ 17,607 $ 15,088 $ 2,519 16.7 % Percentage of revenues 11.8 % 12.6 % Cost of revenues increased by $2.5 million, or 16.7%, driven by an increase of $1.8 million from higher compensation related costs, primarily from higher headcount.
Cost of Revenues Year Ended December 31, Increase Percent Change 2023 2022 (in thousands, except percentages) Cost of revenues $ 19,787 $ 17,607 $ 2,180 12.4 % Percentage of revenues 13.0 % 11.8 % Cost of revenues increased by $2.2 million, or 12.4%, driven by an increase of $1.2 million from higher compensation related costs and $1.0 million in operational costs, primarily related to the amortization of cloud computing costs.
Management uses Adjusted EBITDA and Adjusted EBITDA Margin as performance measures for internal monitoring and planning, including preparation of annual budgets, analyzing investment decisions and evaluating profitability and performance comparisons between us and our competitors. The Company also uses this measure to calculate amounts of performance based compensation under the senior management incentive bonus program.
Adjusted EBITDA and Adjusted EBITDA Margin Adjusted EBITDA and Adjusted EBITDA Margin are non-GAAP metrics used by management to measure operating performance. Management uses Adjusted EBITDA and Adjusted EBITDA Margin as performance measures for internal monitoring and planning, including preparation of annual budgets, analyzing investment decisions and evaluating profitability and performance comparisons between us and our competitors.
Income from equity method investment Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Income from equity method investment $ 1,597 $ 190 $ 1,407 740.5 % Percentage of revenues 1.1 % 0.2 % During the years ended December 31, 2022 and 2021, the Company recorded $1.6 million and $0.2 million, respectively, of income related to its proportionate share of eFC's net income.
The increase in operating income and improved percentage margin was driven by higher revenues and a decrease in operational costs, as discussed above. 40 Table of Contents Income from equity method investment Year Ended December 31, Decrease Percent Change 2023 2022 (in thousands, except percentages) Income from equity method investment $ 502 $ 1,597 $ (1,095) (68.6) % Percentage of revenues 0.3 % 1.1 % During the years ended December 31, 2023 and 2022, the Company recorded $0.5 million and $1.6 million, respectively, of income related to its proportionate share of eFC's net income.
Impairment of investment Year Ended December 31, Decrease Percent Change 2022 2021 (in thousands, except percentages) Impairment of investment $ (2,300) $ — $ (2,300) — % Percentage of revenues (1.5) % — % During the third quarter of 2022, the Company recognized a $2.3 million loss related to an impairment of a subordinated convertible promissory note as further described in Note 7 of the notes to consolidated financial statements.
Impairment of investment Year Ended December 31, Decrease Percent Change 2023 2022 (in thousands, except percentages) Impairment of investment $ 300 $ 2,300 $ (2,000) (87.0) % Percentage of revenues 0.2 % 1.5 % During the years ended December 31, 2023 and 2022, the Company recognized a $0.3 million and $2.3 million, respectively, loss related to the impairment of an investment.
Gain on investment Year Ended December 31, Decrease Percent Change 2022 2021 (in thousands, except percentages) Gain on investment $ 320 $ 1,198 $ (878) (73.3) % Percentage of revenues 0.2 % 1.0 % During the second quarter of 2022, the Company recognized a $0.3 million gain from the sale of its 40% common share interest in Rigzone.
Gain on investments Year Ended December 31, Increase Percent Change 2023 2022 (in thousands, except percentages) Gain on investments $ 614 $ 320 $ 294 91.9 % Percentage of revenues 0.4 % 0.2 % During the year ended December 31, 2023, the Company recognized a $0.6 million gain from a partial sale of its 40% common share interest in eFC.
Sales and Marketing Expenses Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Sales and marketing $ 59,364 $ 43,701 $ 15,663 35.8 % Percentage of revenues 39.7 % 36.4 % Sales and marketing expenses increased $15.7 million, or 35.8%, from the same period in 2021.
Sales and Marketing Expenses Year Ended December 31, Decrease Percent Change 2023 2022 (in thousands, except percentages) Sales and marketing $ 57,421 $ 59,364 $ (1,943) (3.3) % Percentage of revenues 37.8 % 39.7 % Sales and marketing expenses decreased $1.9 million, or 3.3%, from the same period in 2022.
The tables below detail this customer data. 32 Table of Contents Recruitment Package Customers Increase (Decrease) Percent Change Recruitment Package Customers: December 31, 2022 December 31, 2021 Dice 6,311 6,004 307 5% ClearanceJobs 2,064 1,878 186 10% Average Annual Revenue per Recruitment Package Customer (1) FY 2022 FY 2021 Increase (Decrease) Percent Change Dice $14,664 $13,644 $1,020 7% ClearanceJobs $19,080 $17,028 $2,052 12% (1) Calculated by dividing recruitment package customer revenue by the daily average count of recruitment package customers during each month, adjusted to reflect a thirty day month.
Recruitment Package Customers Increase (Decrease) Percent Change Recruitment Package Customers: December 31, 2023 December 31, 2022 Dice 5,492 6,311 (819) (13)% ClearanceJobs 2,055 2,064 (9) —% Average Annual Revenue per Recruitment Package Customer (1) FY 2023 FY 2022 Increase (Decrease) Percent Change Dice $ 15,631 $ 14,664 $ 967 7% ClearanceJobs $ 21,164 $ 19,080 $ 2,084 11% (1) Calculated by dividing recruitment package customer revenue by the daily average count of recruitment package customers during each month, adjusted to reflect a thirty day month.
A summary of our deferred revenue and backlog is as follows: Summary of Deferred Revenue and Backlog: December 31, 2022 December 31, 2021 Increase Percent Change (in thousands, except percentages) Deferred Revenue $ 50,864 $ 46,146 $ 4,718 10 % Contractual commitments not invoiced 66,391 46,497 19,894 43 % Backlog 1 $ 117,255 $ 92,643 $ 24,612 27 % (1) Backlog consists of deferred revenue plus customer contractual commitments not invoiced representing the value of future services to be rendered under committed contracts.
A summary of our deferred revenue and backlog is as follows: 34 Table of Contents Summary of Deferred Revenue and Backlog: December 31, 2023 December 31, 2022 Increase Percent Change (in thousands, except percentages) Deferred Revenue $ 49,971 $ 50,864 $ (893) (2) % Contractual commitments not invoiced 58,126 66,391 (8,265) (12) % Backlog 1 $ 108,097 $ 117,255 $ (9,158) (8) % (1) Backlog consists of deferred revenue plus customer contractual commitments not invoiced representing the value of future services to be rendered under committed contracts.
Cash used during the year ended December 31, 2020 was $0.5 million primarily due to $10.5 million of repurchases of common stock, partially offset by $10.0 million of net borrowings on long-term debt.
Financing Activities Cash used in financing activities during the year ended December 31, 2023 was $4.8 million primarily due to cash uses of $12.8 million, net, related to share repurchases, partially offset by $8.0 million of net proceeds on long-term debt.
Net cash flows from operating activities were $28.6 million and $18.7 million for the years ended December 31, 2021 and 2020, respectively, an increase of $9.9 million. Cash inflow from operations is driven by earnings and is dependent on the amount and timing of billings and cash collection from our customers.
Net cash flows from operating activities were $21.3 million and $36.0 million for the years ended December 31, 2023 and 2022, respectively, a decrease of $14.7 million. Cash inflow from operations is driven by earnings and is dependent on the amount and timing of payments to vendors and employees and billings to and cash collections from our customers.
Product Development Expenses Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Product development $ 17,674 $ 16,020 $ 1,654 10.3 % Percentage of revenues 11.8 % 13.4 % Product development expenses increased $1.7 million, or 10.3%, driven by an increase of $5.0 million from higher compensation related costs, primarily due to higher headcount, partially offset by an increase in capitalized labor of $3.8 million, which decreases operating expenses.
Product Development Expenses Year Ended December 31, Increase Percent Change 2023 2022 (in thousands, except percentages) Product development $ 17,777 $ 17,674 $ 103 0.6 % Percentage of revenues 11.7 % 11.8 % Product development expenses increased $0.1 million, or 0.6%, driven by a decrease of $1.2 million in compensation related costs, primarily related to lower headcount and bonus expense, which was offset by lower capitalized labor of $1.3 million as compared to the prior year period, which increases operating expenses.
We intend to use operating cash flows to fund capital expenditures. 51 Table of Contents Cyclicality The labor market and certain of the industries that we serve have historically experienced short-term cyclicality. However, we believe that online career websites and marketplaces continue to provide economic and strategic value to the labor market and industries that we serve.
We anticipate capital expenditures in 2024 to be approximately $15 million to $17 million. We intend to use operating cash flows to fund capital expenditures. 47 Table of Contents Cyclicality The labor market and certain of the industries that we serve have historically experienced short-term cyclicality.
The October 1, 2022 analysis included operating margins during the year ending December 31, 2022 that approximate operating margins for the year ended December 31, 2021 and then increasing modestly. If future cash flows that are attributable to the Dice trademarks and brand name are not achieved, the Company could realize an impairment in a future period.
If future cash flows that are attributable to the Dice trademarks and brand name are not achieved, the Company could realize an impairment in a future period.
Because of the complexity of some of these uncertainties, the ultimate resolution could result in a payment that is materially different from our current estimate of the accrual for unrecognized tax benefits. 36 Table of Contents Results of Operations Our historical financial information discussed in this Annual Report has been derived from the Company’s financial statements and accounting records for the years ended December 31, 2022, 2021 and 2020.
Because of the complexity of some of these uncertainties, the ultimate resolution could result in a payment that is materially different from our current estimate of the accrual for unrecognized tax benefits. 37 Table of Contents Results of Operations A discussion of our comparison between 2023 and 2022 is presented below.
The 2021 tax rate differed from the federal statutory rate primarily because of the utilization of a capital loss carryforward to offset a gain on an investment; deduction limitations on executive compensation; and tax credits for research and development.
The 2023 tax rate differed from the federal statutory rate primarily because of permanent book/tax differences in basis related to the sale of investments, the expiration of a capital loss carryforward, a tax benefit related to the vesting of stock-based compensation, deduction limitations on executive compensation, tax credits for research and development, and an increase in the valuation allowance for capital loss carryforwards.
We believe backlog to be an important measure of our business as it represents our ability to generate future revenue.
Backlog consists of deferred revenue plus customer contractual commitments not invoiced representing the value of future services to be rendered under committed contracts. We believe backlog to be an important measure of our business as it represents our ability to generate future revenue.
Other Capital Requirements As of December 31, 2022, we recorded approximately $0.8 million of unrecognized tax benefits as liabilities, and we are uncertain if or when such amounts may be settled. Related to the unrecognized tax benefits considered permanent differences, we have also recorded a liability for potential penalties and interest.
We have no significant long-term obligations to purchase a fixed or minimum amount with these vendors. Other Capital Requirements As of December 31, 2023, we recorded approximately $1.0 million of unrecognized tax benefits as liabilities, and we are uncertain if or when such amounts may be settled.
Cash provided by operating activities during the year ended December 31, 2022 increased primarily due to strong billings to and collections from customers and the timing of certain vendor and tax payments.
Cash provided by operating activities during the year ended December 31, 2023 decreased as compared to 45 Table of Contents the prior year due to the amount and timing of bonus payments, of payments to vendors, and of billings to and cash collections from our customers.
Dice had 6,311 recruitment package customers as of December 31, 2022, which was an increase of 307, or 5%, year over year and average revenue per recruitment package customer for Dice increased 7% for the year ended December 31, 2022. The increases were driven by strong renewal rates and new business customers.
Dice had 5,492 recruitment package customers as of December 31, 2023, which was a decrease of 819, or 13%, year over year while average revenue per recruitment package customer for Dice increased 7% for the year ended December 31, 2023.
Depreciation Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Depreciation $ 17,487 $ 16,344 $ 1,143 7.0 % Percentage of revenues 11.7 % 13.6 % Depreciation expense increased $1.1 million or 7.0% from the same period in 2021, in connection with increasing internal development costs driving higher depreciation.
Depreciation Year Ended December 31, Decrease Percent Change 2023 2022 (in thousands, except percentages) Depreciation $ 16,915 $ 17,487 $ (572) (3.3) % Percentage of revenues 11.1 % 11.7 % Depreciation expense decreased $0.6 million or 3.3% from the same period in 2022. The decrease was driven by the timing of assets being placed into service.
We continue to make investments in our business and infrastructure to help us achieve our long-term growth objectives, such as the innovative products in the table below. 33 Table of Contents Product Releases 2022 2021 Dice Employer Multi-Factor Authentication, Revamped technologist onboarding, New Job Page, Dice New Job Apply Flow, Dice TalentSearch Time Zone Search, Dice TalentSearch Auto Talent Alerts, Dice iOS App Messaging Dice Marketplace, Dice TalentSearch Social Data Refresh, Brand.io, TalentSearch Personalization, Unbiased Sourcing Mode ClearanceJobs Company Page, ClearanceJobs Multi-Factor Authentication, ClearanceJobs Live Video, ClearanceJobs Scheduled Broadcast Messages ClearanceJobs Meetings, ClearanceJobs Video, Team Recruiting, Shared Talent Pipelines, Quality of Use Improvements Other material factors that may affect our results of operations include, but are not limited to, our ability to attract qualified professionals that become engaged with our websites and our ability to attract customers with relevant job opportunities.
Product Releases 2023 2022 Dice Premium Enhanced Company Profile, Dice Remote and Company Preferences, Dice Invite to Apply, Dice Matchscore on Jobs, Dice Connections, SMS Notifications, Company Search Dice Employer Multi-Factor Authentication, Revamped technologist onboarding, New Job Page, Dice New Job Apply Flow, Dice TalentSearch Time Zone Search, Dice TalentSearch Auto Talent Alerts, Dice iOS App Messaging ClearanceJobs Comments, ClearanceJobs Expressed Interest, ClearanceJobs Enhanced Employer Profile, ClearanceJobs Mobile App, ClearanceJobs Live Stream ClearanceJobs Company Page, ClearanceJobs Multi-Factor Authentication, ClearanceJobs Live Video, ClearanceJobs Scheduled Broadcast Messages Other material factors that may affect our results of operations include, but are not limited to, our ability to attract qualified professionals that become engaged with our websites and our ability to attract customers with relevant job opportunities.
Consolidated operating results in dollars and as a percent of revenue follows: For the year ended December 31, (in thousands) 2022 2021 2020 2022 vs 2021 2021 vs 2020 Revenues $ 149,680 $ 119,903 $ 111,167 $ 29,777 $ 8,736 Operating expenses: Cost of revenues 17,607 15,088 14,286 2,519 802 Product development 17,674 16,020 14,887 1,654 1,133 Sales and marketing 59,364 43,701 39,693 15,663 4,008 General and administrative 34,049 28,583 26,625 5,466 1,958 Depreciation 17,487 16,344 10,259 1,143 6,085 Impairment of intangible assets — — 15,200 — (15,200) Impairment of goodwill — — 22,607 — (22,607) Impairment of right-of-use asset — 1,919 — (1,919) 1,919 Total operating expenses 146,181 121,655 143,557 24,526 (21,902) Other operating income: Proceeds from settlement 2,061 — — 2,061 — Operating income (loss) $ 5,560 $ (1,752) $ (32,390) $ 7,312 $ 30,638 For the year ended December 31, 2022 2021 2020 Revenues 100.0% 100.0% 100.0% Operating expenses: Cost of revenues 11.8 % 12.6 % 12.9 % Product development 11.8 % 13.4 % 13.4 % Sales and marketing 39.7 % 36.4 % 35.7 % General and administrative 22.7 % 23.8 % 24.0 % Depreciation 11.7 % 13.6 % 9.2 % Impairment of intangible assets — % — % 13.7 % Impairment of goodwill — % — % 20.3 % Impairment of right-of-use asset — % 1.6 % — % Total operating expenses 97.7 % 101.5 % 129.1 % Other operating income: Proceeds from settlement 1.4 % — % — % Operating income (loss) 3.7 % (1.5) % (29.1) % 37 Table of Contents Comparison of Years Ended December 31, 2022 and 2021 Revenues Year Ended December 31, Increase (Decrease) Percent Change 2022 2021 (in thousands, except percentages) Dice (1) $ 106,957 $ 86,257 $ 20,700 24.0 % ClearanceJobs 42,723 33,646 9,077 27.0 % Total revenues $ 149,680 $ 119,903 $ 29,777 24.8 % (1) Includes Dice and Career Events.
Consolidated operating results in dollars and as a percent of revenue follows: For the year ended December 31, (in thousands) 2023 2022 2023 vs 2022 Revenues $ 151,878 $ 149,680 $ 2,198 Operating expenses: Cost of revenues 19,787 17,607 2,180 Product development 17,777 17,674 103 Sales and marketing 57,421 59,364 (1,943) General and administrative 31,273 34,049 (2,776) Depreciation 16,915 17,487 (572) Restructuring 2,417 — 2,417 Total operating expenses 145,590 146,181 (3,008) Other operating income: Proceeds from settlement — 2,061 (2,061) Operating income (loss) $ 6,288 $ 5,560 $ 3,145 For the year ended December 31, 2023 2022 Revenues 100.0% 100.0% Operating expenses: Cost of revenues 13.0 % 11.8 % Product development 11.7 % 11.8 % Sales and marketing 37.8 % 39.7 % General and administrative 20.6 % 22.7 % Depreciation 11.1 % 11.7 % Restructuring 1.6 % — % Total operating expenses 95.9 % 97.7 % Other operating income: Proceeds from settlement — % 1.4 % Operating income (loss) 4.1 % 3.7 % 38 Table of Contents Comparison of Years Ended December 31, 2023 and 2022 Revenues Year Ended December 31, Increase (Decrease) Percent Change 2023 2022 (in thousands, except percentages) Dice (1) $ 102,584 $ 106,957 $ (4,373) (4.1) % ClearanceJobs 49,294 42,723 6,571 15.4 % Total revenues $ 151,878 $ 149,680 $ 2,198 1.5 % (1) Includes Dice and Career Events.
ClearanceJobs had 2,064 recruitment package customers as of December 31, 2022 compared to 1,878 as of December 31, 2022, an increase of 10%, and average revenue per recruitment package customer increased 12%. The increases for ClearanceJobs were due to continued high demand for professionals with government clearance and consistent product releases and enhancements driving activity on the site.
The increase in average annual revenue per recruitment package customer for ClearanceJobs was due to continued high demand for professionals with government clearance and consistent product releases and enhancements driving activity on the site. Deferred revenue, as shown on the consolidated balance sheets, reflects customer billings made in advance of services being rendered.
See also Note 6 of the notes to consolidated financial statements for further information. We make commitments to purchase advertising from online vendors, which we pay for on a monthly basis. We have no significant long-term obligations to purchase a fixed or minimum amount with these vendors.
As of December 31, 2023 the value of our lease right-of-use asset was $4.8 million and the value of our lease liability was $8.5 million. See also Note 6 of the notes to consolidated financial statements for further information. We make commitments to purchase advertising from online vendors, which we pay for on a monthly basis.
To a lesser extent, we also generate revenue from advertising on our various websites or from lead generation and marketing solutions provided to our customers. Advertisements include various forms of rich media and banner advertising, text links, sponsorships, and custom content marketing solutions. Lead generation information utilizes advertising and other methods to deliver leads to a customer.
Advertisements include various forms of rich media and banner advertising, text links, sponsorships, and custom content marketing solutions. Lead generation information utilizes advertising and other methods to deliver leads to a customer. The Company continues to evolve and develop new software products and features to attract and engage qualified professionals and match them with employers.
Included in the balance of unrecognized tax benefits at December 31, 2022 are $0.8 million of tax benefits that would affect the effective tax rate if recognized. The Company believes it is reasonably possible that as much as $0.2 million of its unrecognized tax benefits may be recognized in the next twelve months.
The Company believes it is reasonably possible that as much as $0.2 million of its unrecognized tax benefits may be recognized in the next twelve months. 46 Table of Contents The Company's Board of Directors approved a stock repurchase program that permits the Company to repurchase its common stock.
The loss was partially offset by the recording of an equity method investment of $3.6 million and eFC's earnings during the period. 41 Table of Contents Earnings per Share Year Ended December 31, 2022 2021 (in thousands, except per share amounts) Income (loss) from continuing operations $ 4,176 $ (402) Loss from discontinued operations, net of tax — (29,340) Net income (loss) $ 4,176 $ (29,742) Weighted-average shares outstanding - basic 44,274 46,333 Weighted-average shares outstanding - diluted 46,533 46,333 Diluted earnings (loss) per share - continuing operations $ 0.09 $ (0.01) Diluted earnings (loss) per share - discontinued operations $ — $ (0.63) Diluted earnings (loss) per share $ 0.09 $ (0.64) Diluted earnings (loss) per share from continuing operations was $0.09 and $(0.01) for the years ended December 31, 2022 and 2021, respectively.
Earnings per Share Year Ended December 31, 2023 2022 (in thousands, except per share amounts) Net income $ 3,491 $ 4,176 Weighted-average shares outstanding - basic 43,571 44,274 Weighted-average shares outstanding - diluted 44,496 46,533 Diluted earnings per share $ 0.08 $ 0.09 Diluted earnings per share was $0.08 and $0.09 for the years ended December 31, 2023 and 2022, respectively.
Non-GAAP Financial Measures We have provided certain non-GAAP financial information as additional measures for our operating results. These measures are not in accordance with, or an alternative for, measures in accordance with U.S. GAAP and may be different from similarly titled non-GAAP measures reported by other companies.
The lower 2023 earnings per share was driven by slightly lower net income, partially offset by lower diluted shares outstanding. 42 Table of Contents Non-GAAP Financial Measures We have provided certain non-GAAP financial information as additional measures for our operating results. These measures are not in accordance with, or an alternative for, measures in accordance with U.S.
The increase was primarily driven by $9.4 million increase in compensation related costs due to increased headcount and higher quota attainment versus sales plan, and a $5.1 million increase in discretionary marketing expenses supporting the growth in the sales team, and a $1.1 million increase in operational costs, including company events, credit card fees, and hotel and travel. 38 Table of Contents General and Administrative Expenses Year Ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) General and administrative $ 34,049 $ 28,583 $ 5,466 19.1 % Percentage of revenues 22.7 % 23.8 % General and administrative costs increased $5.5 million or 19.1%, primarily due to an increase in compensation related costs of $3.7 million, which includes a $1.8 million increase in stock-based compensation.
The decrease was primarily driven by a $3.0 million decrease in discretionary marketing expenses, which was partially offset by an increase of $0.8 million in operational costs, primarily discretionary marketing expenses. 39 Table of Contents General and Administrative Expenses Year Ended December 31, Decrease Percent Change 2023 2022 (in thousands, except percentages) General and administrative $ 31,273 $ 34,049 $ (2,776) (8.2) % Percentage of revenues 20.6 % 22.7 % General and administrative costs decreased $2.8 million or 8.2%, from prior year.
The Company's Board of Directors approved a stock repurchase program that permits the Company to repurchase its common stock. During the year ended December 31, 2022, the Company repurchased 3.3 million shares for $18.6 million. As of December 31, 2022, the value of shares available to be purchased under the current plan was $2.1 million.
During the year ended December 31, 2023, the Company repurchased 1.7 million shares for $6.9 million. As of December 31, 2023, the value of shares available to be purchased under the current plan was $4.8 million. Management has discretion in determining the conditions under which shares may be purchased from time to time.
Cash used in investing activities during the year ended December 31, 2021 is comprised of $3.2 million of cash transferred to eFC related to the transfer of ownership in the prior year period, $3.0 million of cash paid for an investment as described in Note 7 of the notes to consolidated financial statements, and $14.3 million of fixed assets purchases, which is primarily comprised of capitalized development costs, partially offset by cash proceeds of $1.2 million from the sale of an investment.
Cash used in investing activities during the year ended December 31, 2023 is comprised of $20.3 million of purchases of fixed assets, partially offset by $5.0 million of cash received from sale of investment.
The Company records its proportionate share of eFC's net income three months in arrears. The increase of $1.4 million is primarily due to the 2022 period reflecting a full year of activity.
The Company records its proportionate share of eFC's net income three months in arrears. See note 7 of the notes to consolidated financial statements for additional information.
Income (loss) from discontinued operations, net of tax For the year ended December 31, Increase Percent Change 2022 2021 (in thousands, except percentages) Loss from discontinued operations, net of tax $ — $ (29,340) $ 29,340 (100) % Percentage of revenues — % (24.5) % During the second quarter of 2021, the Company transferred majority ownership of its eFC business to eFC management and has recorded it as a discontinued operation.
Restructuring Year Ended December 31, Increase Percent Change 2023 2022 (in thousands, except percentages) Restructuring $ 2,417 $ — $ 2,417 — % Percentage of revenues 1.6 % — % During 2023, the Company recorded restructuring charges of $2.4 million as part of an organizational restructuring intended to streamline its operations, drive business objectives, reduce operating expenses and improve operating margins.
Any slowdown in recruitment activity that occurs could negatively impact our revenues and results of operations. For instance, the COVID-19 pandemic resulted in a slowdown of recruiting activity in 2020 and early in 2021, which negatively impacted our business.
However, we believe that online career websites and marketplaces continue to provide economic and strategic value to the labor market and industries that we serve. Any slowdown in recruitment activity that occurs could negatively impact our revenues and results of operations.