Biggest changeYears ended December 31, 2022 2021 2020 Net revenues: Application Software (1) $ 2,639.5 $ 2,366.7 $ 1,785.8 Network Software (2) 1,378.5 1,223.8 1,069.4 Technology Enabled Products 1,353.8 1,243.3 1,167.2 Total $ 5,371.8 $ 4,833.8 $ 4,022.4 Gross margin: Application Software 68.8 % 69.4 % 68.4 % Network Software 84.6 84.1 83.1 Technology Enabled Products 56.9 59.2 61.5 Total 69.9 % 70.5 % 70.3 % Selling, general and administrative expenses: Application Software 41.8 % 42.7 % 42.2 % Network Software 43.2 45.1 47.3 Technology Enabled Products 23.8 25.7 26.2 Total 37.6 % 38.9 % 38.9 % Segment operating margin: Application Software 27.1 % 26.8 % 26.2 % Network Software 41.4 39.0 35.8 Technology Enabled Products 33.2 33.4 35.3 Total 32.3 % 31.6 % 31.4 % Corporate administrative expenses (3) (3.9) % (3.9) % (4.5) % Loss from impairment — (2.0) — Income from operations 28.4 25.7 26.9 Interest expense, net (3.6) (4.8) (5.4) Other income (expense), net (0.9) 0.5 (0.1) Earnings before income taxes 23.9 21.3 21.4 Income taxes (5.5) (4.7) (4.7) Net earnings from continuing operations 18.3 % 16.7 % 16.7 % (1) Includes results from the acquisitions of Vertafore from September 3, 2020, EPSi from October 15, 2020, American Legal Net from December 30, 2021, Horizon Lab Systems, LLC from January 3, 2022, Common Cents Systems, Inc. from April 6, 2022, MGA Systems Holdings, Inc. from June 27, 2022, Common Sense Solutions, Inc. from July 12, 2022, viDesktop Inc. from August 19, 2022, TIP Technologies Inc. from September 23, 2022 and Frontline Education from October 4, 2022.
Biggest changeThe following table sets forth selected information for the years indicated: Years ended December 31, 2023 2022 2021 Net revenues: Application Software (1) $ 3,186.9 $ 2,639.5 $ 2,366.7 Network Software (2) 1,439.4 1,378.5 1,223.8 Technology Enabled Products 1,551.5 1,353.8 1,243.3 Total $ 6,177.8 $ 5,371.8 $ 4,833.8 Gross margin: Application Software 68.9 % 68.8 % 69.4 % Network Software 85.1 % 84.6 % 84.1 % Technology Enabled Products 57.1 % 56.9 % 59.2 % Total 69.7 % 69.9 % 70.5 % Selling, general and administrative expenses: Application Software 43.1 % 41.8 % 42.7 % Network Software 41.2 % 43.2 % 45.1 % Technology Enabled Products 23.7 % 23.8 % 25.7 % Total 37.8 % 37.6 % 38.9 % Segment operating margin: Application Software 25.8 % 27.1 % 26.8 % Network Software 43.9 % 41.4 % 39.0 % Technology Enabled Products 33.4 % 33.2 % 33.4 % Total 31.9 % 32.3 % 31.6 % Corporate administrative expenses (3) (3.7) % (3.9) % (3.9) % Impairment of intangible assets — — (2.0) Income from operations 28.2 28.4 25.7 Interest expense, net (2.7) (3.6) (4.8) Equity investments activity, net 2.7 — — Other income (expense), net — (0.9) 0.5 Earnings before income taxes 28.2 23.9 21.3 Income taxes (6.1) (5.5) (4.7) Net earnings from continuing operations 22.2 % 18.3 % 16.7 % (1) Includes results from the acquisitions of American LegalNet, Inc. from December 30, 2021, Horizon Lab Systems, LLC from January 3, 2022, Common Cents Systems, Inc. from April 6, 2022, MGA Systems Holdings, Inc. from June 27, 2022, Common Sense Solutions, Inc. from July 12, 2022, viDesktop Inc. from August 19, 2022, TIP Technologies, Inc. from September 23, 2022, Frontline from October 4, 2022, Promium, L.L.C. from May 2, 2023, Syntellis from August 7, 2023, Replicon Inc. from August 21, 2023, and ProPricer from December 26, 2023.
A discussion of our significant accounting policies can also be found in the Notes to Consolidated Financial Statements for the year ended December 31, 2022 included in this Annual Report. GAAP offers acceptable alternative methods for accounting for certain issues affecting our financial results, such as determining inventory cost, depreciating long-lived assets and recognizing revenue.
A discussion of our significant accounting policies can also be found in the Notes to Consolidated Financial Statements for the year ended December 31, 2023 included in this Annual Report. GAAP offers acceptable alternative methods for accounting for certain issues affecting our financial results, such as determining inventory cost, depreciating long-lived assets and recognizing revenue.
We also consider the specific future outlook for the reporting unit. We also may elect not to perform the qualitative assessment and, instead, proceed directly to the quantitative impairment test.
We also consider the specific future outlook for the reporting unit. 21 We also may elect not to perform the qualitative assessment and, instead, proceed directly to the quantitative impairment test.
See Note 8 of the Notes to Consolidated Financial Statements included in this Annual Report. 2 Represents minimum fixed price purchase commitments that are legally binding across Roper. We believe that internally generated cash flows and the remaining availability under our credit facility will be adequate to finance normal operating requirements.
See Note 8 of the Notes to Consolidated Financial Statements included in this Annual Report. 2 Represents minimum fixed price purchase commitments that are legally binding across Roper. 27 We believe that internally generated cash flows and the remaining availability under our unsecured credit facility will be adequate to finance normal operating requirements.
However, the rate at which we can reduce our debt during 2023 (and reduce the associated interest expense) will be affected by, among other things, the financing and operating requirements of any new acquisitions, the financial performance of our existing companies and the financial markets generally. None of these factors can be predicted with certainty.
However, the rate at which we can reduce our debt during 2024 (and reduce the associated interest expense) will be affected by, among other things, the financing and operating requirements of any new acquisitions, the financial performance of our existing companies, and the financial markets generally. None of these factors can be predicted with certainty.
The Company determined that impairment of goodwill was not likely in any of its reporting units and thus was not required to perform a quantitative assessment for these reporting units as of October 1, 2022.
The Company determined that impairment of goodwill was not likely in any of its reporting units and thus was not required to perform a quantitative assessment for these reporting units as of October 1, 2023.
Recently Issued Accounting Standards See Note 1 of the Notes to Consolidated Financial Statements included in this Annual Report for information regarding the effect of new accounting pronouncements on our Consolidated Financial Statements. 29
Recently Issued Accounting Standards See Note 1 of the Notes to Consolidated Financial Statements included in this Annual Report for information regarding the effect of new accounting pronouncements on our Consolidated Financial Statements. 28
Our most significant accounting uncertainties are encountered in the areas of income taxes, valuation of other intangible assets, goodwill and indefinite-lived impairment analyses, and valuation of our initial 49% equity interest in Indicor.
Our most significant accounting uncertainties are encountered in the areas of income taxes, valuation of other intangible assets, goodwill and other indefinite-lived intangibles impairment analyses, and valuation of our equity interest in Indicor.
The components of revenue growth for the year ended December 31, 2022 were as follows: Application Software Network Software Technology Enabled Products Roper Total Revenue Growth 11.5 % 12.6 % 8.9 % 11.1 % Less Impact of: Acquisitions/Divestitures 5.3 1.2 — 2.9 Foreign Exchange (1.3) (1.3) (0.9) (1.2) Organic Revenue Growth 7.5 % 12.7 % 9.8 % 9.4 % In our Application Software segment, net revenues for the year ended December 31, 2022 were $2,639.5 as compared to $2,366.7 for the year ended December 31, 2021.
The components of revenue growth for the year ended December 31, 2023 were as follows: Application Software Network Software Technology Enabled Products Roper Total Revenue Growth 20.7 % 4.4 % 14.6 % 15.0 % Less Impact of: Acquisitions/Divestitures 14.8 — — 7.3 Foreign Exchange — (0.2) (0.1) (0.1) Organic Revenue Growth 5.9 % 4.6 % 14.7 % 7.8 % In our Application Software segment, net revenues for the year ended December 31, 2023 were $3,186.9 as compared to $2,639.5 for the year ended December 31, 2022.
The businesses included in this transaction were Alpha, AMOT, CCC, Cornell, Dynisco, FTI, Hansen, Hardy, Logitech, Metrix, PAC, Roper Pump, Struers, Technolog, Uson, and Viatran (collectively “Indicor”). Following the sale of the majority stake, the Company retained an initial 49% minority equity interest in the new standalone parent company, Indicor, LLC.
The businesses included in this transaction were Alpha, AMOT, CCC, Cornell, Dynisco, FTI, Hansen, Hardy, Logitech, Metrix, PAC, Roper Pump, Struers, Technolog, Uson, and Viatran (collectively “Indicor”). Following the sale of the majority stake, the Company retained a minority equity interest in Indicor.
As of the annual impairment test, the Company has 21 reporting units with individual goodwill amounts ranging from $17.5 to $3,363.1. In 2022, the Company performed its annual impairment test in the fourth quarter for all reporting units.
As of the annual impairment test, the Company has 22 reporting units with individual goodwill amounts ranging from $17.5 to $3,363.6. In 2023, the Company performed its annual impairment test in the fourth quarter for all reporting units.
This investment is classified within Level 3 of the fair value hierarchy as valuation of the investment at future dates will reflect management’s estimate of assumptions that market participants would use in pricing the asset.
This investment is classified within Level 3 of the fair value hierarchy as valuation of the investment reflects management’s estimate of assumptions that market participants would use in pricing the asset.
The resulting operating margin was 27.1% in the year ended December 31, 2022 as compared to 26.8% in the year ended December 31, 2021. In our Network Software segment, net revenues were $1,378.5 for the year ended December 31, 2022 as compared to $1,223.8 for the year ended December 31, 2021.
The resulting operating margin was 25.8% in the year ended December 31, 2023 as compared to 27.1% in the year ended December 31, 2022. In our Network Software segment, net revenues were $1,439.4 for the year ended December 31, 2023 as compared to $1,378.5 for the year ended December 31, 2022.
On July 21, 2022, the Company entered into a new five-year unsecured credit facility (the “Credit Agreement”) among Roper, the financial institutions from time to time party thereto, JPMorgan Chase Bank, N.A., as administrative agent, Bank of America, N.A. and Wells Fargo Bank, N.A., as syndication agents, and Mizuho Bank, Ltd., MUFG Bank, Ltd., PNC Bank, National Association, TD Bank, N.A., Truist Bank and U.S Bank, National Association, as documentation agents, which replaced the existing $3,000.0 unsecured credit facility, dated as of September 2, 2020, as amended.
On July 21, 2022, the Company entered into a five-year unsecured credit facility (the “Credit Agreement”) among Roper, the financial institutions from time to time party thereto, JPMorgan Chase Bank, N.A., as administrative agent, Bank of America, N.A. and Wells Fargo Bank, N.A., as syndication agents, and Mizuho Bank, Ltd., MUFG Bank, Ltd., PNC Bank, National Association, TD Bank, N.A., Truist Bank, and U.S.
See Note 9 of the Notes to Consolidated Financial Statements included in this Annual Report for additional information regarding our credit facility and senior notes. Cash and cash equivalents at our foreign subsidiaries at December 31, 2022 totaled $234.0 as compared to $310.8 at December 31, 2021, a decrease of 24.7%.
See Note 9 of the Notes to Consolidated Financial Statements included in this Annual Report for additional information regarding our unsecured credit facility and senior unsecured notes. Cash and cash equivalents at our foreign subsidiaries at December 31, 2023 totaled $148.3 as compared to $234.0 at December 31, 2022, a decrease of 36.6%.
Borrowings under the Credit Agreement are prepayable at Roper’s option at any time in whole or in part without premium or penalty. We were in compliance with all debt covenants related to our credit facility throughout the years ended December 31, 2022 and 2021. At December 31, 2022, we had $6,700.0 of senior unsecured notes and no outstanding revolver borrowings.
Borrowings under the Credit Agreement are prepayable at Roper’s option at any time in whole or in part without premium or penalty. We were in compliance with all debt covenants related to our unsecured credit facility throughout the years ended December 31, 2023 and 2022.
(3) Includes unallocated corporate administrative expenses and enterprise-wide stock-based compensation. 24 Year Ended December 31, 2022 Compared to Year Ended December 31, 2021 Net revenues for the year ended December 31, 2022 were $5,371.8 as compared to $4,833.8 for the year ended December 31, 2021, an increase of 11.1%.
(3) Includes unallocated corporate general and administrative expenses and enterprise-wide stock-based compensation. 24 Year Ended December 31, 2023 compared to the Year Ended December 31, 2022 Net revenues for the year ended December 31, 2023 were $6,177.8 as compared to $5,371.8 for the year ended December 31, 2022, an increase of 15.0%.
The resulting operating margin was 41.4% in the year ended December 31, 2022 as compared to 39.0% in the year ended December 31, 2021. In our Technology Enabled Products segment, net revenues were $1,353.8 for the year ended December 31, 2022 as compared to $1,243.3 the year ended December 31, 2021.
The resulting operating margin was 43.9% in the year ended December 31, 2023 as compared to 41.4% in the year ended December 31, 2022. In our Technology Enabled Products segment, net revenues were $1,551.5 for the year ended December 31, 2023 as compared to $1,353.8 for the year ended December 31, 2022.
Consistent negative net working capital demonstrates Roper’s focus on asset-light business models. Total debt excluding unamortized debt issuance costs was $6,700.3 at December 31, 2022 (29.5% of total capital) compared to $7,970.3 at December 31, 2021 (40.8% of total capital).
Verathon patent litigation matter. Consistent negative net working capital demonstrates Roper’s focus on asset-light business models. 26 Total debt excluding unamortized debt issuance costs was $6,360.2 at December 31, 2023 (26.7% of total capital) compared to $6,700.3 at December 31, 2022 (29.5% of total capital).
Capitalized software expenditures of $30.2, $29.7 and $17.7 were incurred during 2022, 2021 and 2020, respectively. Capital expenditures and capitalized software expenditures were relatively consistent in 2022 as compared to 2021 and 2020. In the future, we expect the aggregate of capital expenditures and capitalized software expenditures as a percentage of annual net revenues to be between 1.0% and 1.5%.
Capital expenditures and capitalized software expenditures were relatively consistent as a percentage of annual net revenues in 2023 as compared to 2022. In the future, we expect the aggregate of capital expenditures and capitalized software expenditures as a percentage of annual net revenues to be between 1.0% and 1.5%.
Cash used in financing activities from continuing operations during 2021 was primarily due to net repayments of $1,150.0 on our unsecured credit facility, $500.0 of repayments for our senior notes and dividend payments.
Cash used in financing activities from continuing operations during 2022 was primarily for repayments of certain senior notes totaling $800.0, net repayments of $470.0 on our unsecured credit facility, and dividend payments.
Other expense, net, of $50.1 for the year ended December 31, 2022 was composed primarily of a legal settlement expense of $45.0 related to the Berall v. Verathon patent litigation matter .
Other expense, net, of $50.1 for the 25 year ended December 31, 2022 was composed primarily of a legal settlement expense of $45.0 related to the Berall v. Verathon patent litigation matter. During 2023, our effective income tax rate was 21.5% as compared to our 2022 rate of 23.1%.
The Company has an initial 49% minority equity interest in Indicor which provides us with the ability to exercise significant influence, but not control, over the investee. We elected to apply the fair value option as we believe this is the most reasonable method to value the equity investment.
As of December 31, 2023 and 2022, the Company held a 47.3% and 49.0% minority equity interest in Indicor, respectively. This equity interest provides us with the ability to exercise significant influence, but not control, over the investee. We elected to apply the fair value option as we believe this is the most reasonable method to value the equity investment.
We account for goodwill in a purchase business combination as the excess purchase price over the fair value of the net identifiable assets acquired.
We expect the effective tax rate for 2024 to be approximately 21% to 22% . We account for goodwill in a purchase business combination as the excess purchase price over the fair value of the net identifiable assets acquired.
The growth of 12.7% in organic revenues was led by our network software businesses serving the freight match, life insurance, and media and entertainment markets. Gross margin increased to 84.6% for the year ended December 31, 2022 from 84.1% for the year ended December 31, 2021, due primarily to favorable revenue mix.
The growth of 4.6% in organic revenues was led by our network software businesses serving the freight match, alternate site healthcare, and life insurance markets. Gross margin increased to 85.1% for the year ended December 31, 2023 from 84.6% for the year ended December 31, 2022, due primarily to operating leverage on higher organic revenues.
Discontinued operations - Cash provided by discontinued operations for the year ended December 31, 2022 was primarily due to proceeds from the sale of the majority stake in Indicor, TransCore and Zetec, slightly offset by less cash provided by operating cash flows from discontinued operations which was impacted by the timing of our divestiture activity.
Discontinued operations – Cash provided by discontinued operations for the year ended December 31, 2022 was primarily due to proceeds from the sales of TransCore, Zetec, and the majority stake in Indicor.
Trade names resulting from recent acquisitions generally represent the highest risk of impairment, which typically decreases as the businesses are integrated into our enterprise.
Trade names resulting from recent acquisitions generally represent the highest risk of impairment, which typically decreases as the businesses are integrated into our enterprise. The assessment of fair value for impairment purposes requires significant judgments to be made by management.
We have not changed the application of acceptable accounting methods or the significant estimates affecting the application of these principles in the last three years in a manner that had a material effect on our Consolidated Financial Statements.
Other than the changes as further described in Note 10 of our Notes to Consolidated Financial Statements with respect to the methodology used to value our equity investment in Indicor, we have not changed the application of acceptable accounting methods or the significant estimates affecting the application of these principles in the last three years in a manner that had a material effect on our Consolidated Financial Statements.
Key assumptions used in the income and market approaches are updated when the analysis is performed for each reporting unit. The assumptions that have the most significant effect on the fair value calculations are the projected revenue growth rates, future operating margins, discount rates, terminal values and earnings multiples.
The assumptions that have the most significant effect on the fair value calculations are the projected revenue growth rates, future operating margins, discount rates, terminal values, and earnings multiples.
During 2022, our effective income tax rate was 23.1%, as compared to the 2021 rate of 22.0%. The rate was unfavorably impacted by the recognition of a net tax expense associated with an internal restructuring plan associated with the Indicor Transaction. We expect the effective tax rate for 2023 to be approximately 21% to 22%.
During 2023, our effective income tax rate was 21.5% as compared to our 2022 rate of 23.1%. The 2023 rate was favorably impacted by the recognition of a net tax benefit associated with international legal entity restructuring combined with the non-recurrence of 2022 net tax expense associated with an internal restructuring plan related to the Indicor Transaction.
We operate market leading businesses that design and develop vertical software and technology enabled products for a variety of defensible niche markets.
Roper has a proven, long-term, successful track record of compounding cash flow and shareholder value. We operate market leading businesses that design and develop vertical software and technology enabled products for a variety of defensible niche markets.
The quantitative assessment utilizes an equal weighted income approach (discounted cash flows) and market approach (consisting of a comparable company earnings multiples methodology) to estimate the fair value of a reporting unit. To determine the reasonableness of the estimated fair values, we review the assumptions to ensure that neither the income approach nor the market approach provides significantly different valuations.
The quantitative assessment utilizes an equal weighted income approach (discounted cash flow) and a market approach (consisting of a comparable public company earnings multiples methodology) to estimate the fair value of a reporting unit.
Other income, net, of $24.6 for the year ended December 31, 2021 was composed primarily of a gain on sale of minority investment of $27.1. Other expense, net of $3.1 for the year ended December 31, 2020, was composed primarily of foreign exchange losses at our non-U.S. based subsidiaries.
Other expense, net, of $2.8 for the year ended December 31, 2023 was composed primarily of foreign exchange losses at our non-U.S. based subsidiaries, partially offset by a gain on the sale of non-operating assets.
The decrease was due primarily due to repatriation of $285.6 and cash divested in connection with the Indicor Transaction partially offset by cash generated from foreign operations. We intend to repatriate substantially all historical and future earnings. 28 Capital expenditures of $40.1, $28.5 and $24.7 were incurred during 2022, 2021 and 2020, respectively.
The decrease was primarily due to cash repatriation of $250.8, partially offset by cash generated from foreign operations. We intend to repatriate substantially all historical and future earnings. Capital expenditures were $68.0 and $40.1 during 2023 and 2022, respectively. Capitalized software expenditures were $40.0 and $30.2 during 2023 and 2022, respectively.
Our total debt decreased at December 31, 2022 compared to December 31, 2021, due primarily to repayments of $800.0 for our senior notes and net repayments of $470.0 on our unsecured credit facility.
Our total debt decreased at December 31, 2023 compared to December 31, 2022, due primarily to repayment at maturity of $700.0 related to our senior notes, partially offset by net borrowings of $360.0 on our unsecured credit facility.
We had $19.0 of outstanding letters of credit at December 31, 2022, of which $18.3 was covered by our lending group, thereby reducing our revolving credit capacity commensurately.
At December 31, 2023, we had $6,000.0 of senior unsecured notes and $360.0 of outstanding borrowings under our unsecured credit facility. We had $7.4 of outstanding letters of credit at December 31, 2023, of which $6.6 was covered by our lending group, thereby reducing our revolving credit capacity commensurately.
SG&A expenses as a percentage of net revenues decreased to 25.7% in the year ended December 31, 2021, as compared to 26.2% in 26 the year ended December 31, 2020, due primarily to revenue mix. The resulting operating margin was 33.4% in the year ended December 31, 2021 as compared to 35.3% in the year ended December 31, 2020.
SG&A expenses as a percentage of net revenues remained relatively consistent at 23.7% in the year ended December 31, 2023 as compared to 23.8% in the year ended December 31, 2022. The resulting operating margin was 33.4% in the year ended December 31, 2023 as compared to 33.2% in the year ended December 31, 2022.
The growth of 7.5% in organic revenues was broad-based across the segment led by our businesses serving the property and casualty insurance, acute healthcare, and government contracting markets.
The growth of 5.9% in organic revenues was broad-based across the segment led by our businesses serving the government contracting, property and casualty insurance, acute healthcare, and legal markets. Gross margin remained relatively consistent at 68.9% for the year ended December 31, 2023 as compared to 68.8% for the year ended December 31, 2022.
Investing activities - Cash used in investing activities from continuing operations during 2022 was primarily for business acquisitions, most notably Frontline Education, viDesktop and MGA Systems. Cash used in investing activities from continuing operations during 2021 was primarily for business acquisitions partially offset by proceeds from the sale of a minority investment.
Investing activities – Cash used in investing activities from continuing operations during 2023 was primarily for business acquisitions, most notably Syntellis and Replicon. Cash used in investing activities from continuing operations during 2022 was primarily for business acquisitions, most notably Frontline, viGlobal, and MGA Systems.
Selling, general and administrative (“SG&A”) expenses as a percentage of revenues in the year ended December 31, 2022 decreased to 41.8%, as compared to 42.7% in the year ended December 31, 2021, due primarily to improved operating leverage on higher organic revenues partially offset by higher amortization of acquired intangibles from the acquisition of Frontline Education.
Selling, general and administrative (“SG&A”) expenses as a percentage of net revenues in the year ended December 31, 2023 increased to 43.1%, as compared to 41.8% in the year ended December 31, 2022, due primarily to higher amortization of acquired intangibles from the acquisitions of Frontline and Syntellis and restructuring-related expenses incurred primarily in connection with the integration of the Syntellis acquisition.
Backlog increased 22.0% to $2,325.1 at December 31, 2021 as compared to $1,905.5 at December 31, 2020, with the increase driven primarily by organic growth. 2021 2020 Change Application Software $ 1,541.9 $ 1,366.9 12.8 % Network Software 448.3 361.4 24.0 Technology Enabled Products 334.9 177.2 89.0 Total $ 2,325.1 $ 1,905.5 22.0 % Financial Condition, Liquidity and Capital Resources All currency amounts are in millions unless specified Selected cash flows for the years ended December 31, 2022, 2021 and 2020 are as follows. 2022 2021 2020 Cash provided by/(used in) continuing operations from: Operating activities $ 606.6 $ 1,655.8 $ 1,123.2 Investing activities (4,351.8) (249.2) (6,067.6) Financing activities (1,453.9) (1,807.1) 4,138.7 Cash provided by discontinued operations 5,677.9 456.0 393.8 Operating activities - The decrease in cash provided by operating activities from continuing operations in 2022 as compared to 2021 was due primarily to (i) the non-recurrence of $953.8 of cash taxes paid in connection with the 2021 Divestitures and the Indicor Transaction, (ii) $97.8 of higher cash taxes associated with changes to Internal Revenue Code Section 174 and (iii) less cash provided by working capital.
Backlog as of December 31, 2023 2022 Change Application Software $ 2,136.1 $ 1,796.3 18.9 % Network Software 493.6 507.5 (2.7) % Technology Enabled Products 526.9 608.8 (13.5) % Total $ 3,156.6 $ 2,912.6 8.4 % Financial Condition, Liquidity, and Capital Resources All currency amounts are in millions unless specified Selected cash flows for the years ended December 31, 2023 and 2022 are as follows: 2023 2022 Cash provided by (used in) continuing operations from: Operating activities $ 2,037.4 $ 606.6 Investing activities (2,128.3) (4,351.8) Financing activities (499.5) (1,453.9) Cash provided by (used in) discontinued operations (0.3) 5,677.9 Operating activities – The increase in cash provided by operating activities from continuing operations in 2023 as compared to 2022 was due primarily to the reduction in cash taxes paid, predominantly as a result of cash taxes paid in the prior year in connection with the 2021 Divestitures and the Indicor Transaction, and higher net earnings from continuing operations net of non-cash expenses.
Any changes to the valuation estimates or assumptions as described further in Note 10 of the Notes to the Consolidated Financial Statements could produce significantly different results. 23 Results of Operations All currency amounts are in millions unless specified, percentages are net of revenues Percentages may not sum due to rounding.
Any changes to the valuation estimates or assumptions, as described further in Note 10 of the Notes to Consolidated Financial Statements included in this Annual Report, could produce significantly different results.
Order backlog is equal to our remaining performance obligations expected to be recognized within the next 12 months as discussed in Note 1 of the Notes to Consolidated Financial Statements.
Backlog is equal to our remaining performance obligations expected to be recognized as revenue within the next 12 months as discussed within Note 1 of the Notes to Consolidated Financial Statements. Backlog increased 8.4% to $3,156.6 at December 31, 2023 as compared to $2,912.6 at December 31, 2022. Acquisitions contributed 5% and organic growth in backlog was 3%.
In addition, the Company has an increased mix of recurring revenue and a higher margin profile. The financial results for Indicor and the 2021 Divestitures are reported as discontinued operations for all periods presented. Unless otherwise noted, discussion within Management’s Discussion and Analysis of Financial Condition and Results of Operations relate to continuing operations.
The financial results for Indicor and the 2021 Divestitures are reported as discontinued operations for all periods presented. Unless otherwise noted, discussion within Management’s Discussion and Analysis of Financial Condition and Results of Operations relate to continuing operations. Information regarding discontinued operations is described further in Note 3 of the Notes to Consolidated Financial Statements included in this Annual Report.
Payments Due in Fiscal Year Contractual Cash Obligations 1 Total 2023 2024 2025 2026 2027 Thereafter Total debt $ 6,700.3 $ 700.2 $ 500.1 $ 1,000.0 $ 700.0 $ 700.0 $ 3,100.0 Senior note interest 851.0 176.0 150.5 138.7 120.2 93.6 172.0 Purchase obligations 2 790.7 411.9 138.5 126.4 81.5 12.1 20.3 Total $ 8,342.0 $ 1,288.1 $ 789.1 $ 1,265.1 $ 901.7 $ 805.7 $ 3,292.3 1 We have excluded the liability for uncertain tax positions and certain other tax liabilities as we are not able to reasonably estimate the timing of the payments.
Contractual Cash Obligations All currency amounts are in millions The following table quantifies our contractual cash obligations at December 31, 2023: Contractual cash obligations 1 Payments due in fiscal year Total 2024 2025 2026 2027 2028 Thereafter Total debt $ 6,360.2 $ 500.1 $ 1,000.1 $ 700.0 $ 1,060.0 $ 800.0 $ 2,300.0 Senior note interest 675.0 150.5 138.7 120.2 93.6 83.8 88.2 Operating leases 220.7 47.9 42.9 35.1 28.3 21.9 44.6 Purchase obligations 2 688.4 432.6 143.0 85.8 10.4 5.4 11.2 Total $ 7,944.3 $ 1,131.1 $ 1,324.7 $ 941.1 $ 1,192.3 $ 911.1 $ 2,444.0 1 We have excluded the liability for uncertain tax positions and certain other tax liabilities as we are not able to reasonably estimate the timing of the payments.
If the estimated fair value exceeds the carrying value, no 21 further work is required and no impairment loss is recognized. If the carrying value exceeds the estimated fair value, a non-cash impairment loss is recognized in the amount of that excess.
If the carrying value exceeds the estimated fair value, a non-cash impairment loss is recognized in the amount of that excess. Key assumptions used in the income and market approaches are updated when the analysis is performed for each reporting unit.
Interest expense, net, decreased $41.5, or 17.7%, for the year ended December 31, 2022 as compared to the year ended December 31, 2021. The decrease was due to lower weighted average debt balances and higher interest income earned on our cash and cash equivalents.
The decrease was due to lower weighted average fixed-rate debt balances and higher interest income earned on our cash and cash equivalents.
Net working capital (total current assets, excluding cash and current assets held for sale, less total current liabilities, excluding debt and current liabilities held for sale) was negative $1,053.7 at December 31, 2022 compared to negative $990.9 at December 31, 2021, due primarily to increased deferred revenue, partially offset by movements in income tax-related balances and greater inventory build associated with mitigating supply chain challenges.
Net working capital (total current assets, excluding cash, less total current liabilities, excluding debt) was negative $1,196.6 at December 31, 2023 compared to negative $1,053.7 at December 31, 2022, due primarily to negative net working capital profiles assumed with our 2023 acquisitions, most notably Syntellis and Replicon, increased deferred revenue, and changes in income tax-related balances, partially offset by an increase in accounts receivable and the cash payment related to the settlement of the Berall v.
The growth of 11.3% in organic revenues was broad-based across the segment led by our network software businesses serving the freight match, post-acute care and construction markets. Gross margin increased to 84.1% for the year ended December 31, 2021 from 83.1% for the year ended December 31, 2020, due primarily to revenue mix and operating leverage on higher organic revenues.
The growth of 14.7% in organic revenues was broad-based across the segment led by our water meter technology business and medical products businesses. Gross margin increased to 57.1% in the year ended December 31, 2023, as compared to 56.9% in the year ended December 31, 2022, due primarily to operating leverage on higher organic revenues, partially offset by revenue mix.
The three updated reportable segments (and businesses within each; including changes due to acquisitions since the realignment) are as follows: –Application Software - Aderant, CBORD/Horizon, CliniSys, Data Innovations, Deltek, Frontline Education, IntelliTrans, PowerPlan, Strata, Vertafore –Network Software - ConstructConnect, DAT, Foundry, iPipeline, iTradeNetwork, Loadlink, MHA, SHP, SoftWriters –Technology Enabled Products - CIVCO Medical Solutions, FMI, Inovonics, IPA, Neptune, Northern Digital, rf IDEAS, Verathon Following the Indicor Transaction and the realignment of our reportable segments, the day-to-day operations of our businesses, our organizational structure, and our strategy remain unchanged.
The three reportable segments are as follows: –Application Software - Aderant, CBORD, Clinisys, Data Innovations, Deltek, Frontline, IntelliTrans, PowerPlan, Strata, Vertafore –Network Software - ConstructConnect, DAT, Foundry, iPipeline, iTradeNetwork, Loadlink, MHA, SHP, SoftWriters –Technology Enabled Products - CIVCO Medical Solutions, FMI, Inovonics, IPA, Neptune, Northern Digital, rf IDEAS, Verathon Financial information about our reportable segments is presented in Note 14 of the Notes to Consolidated Financial Statements included in this Annual Report. 20 Application of Critical Accounting Policies Our Consolidated Financial Statements are prepared in conformity with generally accepted accounting principles in the United States (“GAAP”).
Cash used in investing activities from continuing operations during 2020 was primarily for business acquisitions, most notably Vertafore and EPSi. 27 Financing activities - Cash used in financing activities from continuing operations during 2022 was primarily due to repayments of $800.0 for our senior notes, net repayments of $470.0 on our unsecured credit facility and dividend payments.
Financing activities – Cash used in financing activities from continuing operations during 2023 was primarily for repayment at maturity of $700.0 related to our senior notes and dividend payments, partially offset by net borrowings of $360.0 on our unsecured credit facility and net proceeds from stock-based compensation.
Corporate expenses increased by $10.1 to $189.9, or 3.9% of revenues, in 2021 as compared to $179.8, or 4.5% of revenues, in 2020. The dollar increase was due primarily to higher compensation related expenses, partially offset by lower acquisition related expenses.
Corporate expenses increased by $17.5 to $226.7, or 3.7% of revenues, in 2023 as compared to $209.2, or 3.9% of revenues, in 2022. The dollar increase was due primarily to higher compensation and acquisition-related expenses. Interest expense, net, decreased $27.7, or 14.4%, for the year ended December 31, 2023 as compared to the year ended December 31, 2022.
This transaction is referred to herein as the “Indicor Transaction.” During 2021, Roper entered into definitive agreements to divest our TransCore, Zetec and CIVCO Radiotherapy businesses (“2021 Divestitures”). As of March 31, 2022, Roper had completed the 2021 Divestitures. The aggregate of the 2021 Divestitures and the Indicor Transaction have greatly reduced the cyclicality and asset intensity of the Company.
This transaction is referred to herein as the “Indicor Transaction.” See Note 10 of the Notes to Consolidated Financial Statements included in this Annual Report for additional information on this minority equity interest. During 2021, Roper entered into definitive agreements to divest our TransCore, Zetec, and CIVCO Radiotherapy businesses (“2021 Divestitures”).
(2) Includes results from the acquisitions of FMIC from June 9, 2020, Team TSI from June 15, 2020, IFS from September 15, 2020, WELIS from September 18, 2020 and Construction Journal from December 21, 2021.
(2) Includes results from the acquisition of Construction Journal, LTD. from December 21, 2021.
The new facility comprises a five-year $3,500.0 revolving credit facility, which includes availability of up to $150.0 for letters of credit. Loans under the facility will be available in dollars, and letters of credit will be available in dollars and other currencies to be agreed.
Bank, National Association, as documentation agents, which replaced the previous $3,000.0 unsecured credit facility, dated as of September 2, 2020, as amended. The Credit Agreement comprises a five-year $3,500.0 revolving credit facility, which includes availability of up to $150.0 for letters of credit.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS All currency amounts are in millions unless specified Overview Roper Technologies is a diversified technology company. Roper has a proven, long-term, successful track record of compounding cash flow and shareholder value.
ITEM 7. MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS All currency amounts are in millions unless specified This item generally discusses our 2023 results compared to our 2022 results.
SG&A expenses as a percentage of net revenues decreased to 43.2% in the year ended December 31, 2022, as compared to 45.1% in the year ended December 31, 2021, due primarily to operating leverage on higher organic sales.
SG&A expenses as a percentage of net revenues decreased to 41.2% in the year ended December 31, 2023, as compared to 43.2% in the year ended December 31, 2022, due primarily to expense reductions resulting from cost structure rationalization at our businesses serving the freight match market and cost synergies resulting from an acquisition completed by our business serving the construction market.
The rate was unfavorably impacted by the recognition of a net tax expense associated with an internal restructuring plan related to the Indicor Transaction . Order backlog is equal to our remaining performance obligations expected to be recognized within the next 12 months as discussed in Note 1 of the Notes to Consolidated Financial Statements.
The 2023 rate was favorably impacted by the recognition of a net tax benefit associated with international legal entity restructuring combined with the non-recurrence of 2022 net tax expense associated with an internal restructuring plan related to the Indicor Transaction.