Biggest changeThis decrease was primarily due to a (i) $16.0 million decrease in net income in 2022 compared to 2021, (ii) a $234.2 million increase in net operating assets driven by higher investments in accounts receivable due to higher days sales outstanding, higher tax payments (net of refunds), higher employee related payments and higher customer acquisition costs in 2022 compared to 2021, partially offset by higher payroll tax payments in 2021 than in 2022 given the deferral of certain 2020 payroll tax payments as permitted by the Coronavirus Aid, Relief and Economic Security Act and (iii) a $0.3 million decrease in non-cash expenses in 2022 compared to 2021, primarily due to lower depreciation and amortization expense, lower stock-based compensation expense and higher deferred tax benefits in 2022 compared to 2021, largely offset by higher write-downs of operating lease right-of-use assets, intangible assets and property, plant and equipment, including those classified as held for sale, and unrealized losses on the revaluation of foreign currency assets and liabilities in 2022 compared to unrealized gains in 2021.
Biggest changeThis increase was primarily due to a (i) $277.9 million increase in net income in 2023 compared to 2022, (ii) a $195.5 million decrease in non-cash expenses in 2023 compared to 2022, primarily due to a deferred income tax asset recorded in connection with a n on-recurring deferred tax benefit of $169.9 million in 2023 on an intra-entity transfer of certain intellectual prop erty rights from certain non-US subsidiaries to certain wholly-owned US subsidiaries in an effort to better align with our business operations, lower write-downs of operating lease right-of-use assets, intangible assets and property, plant and equipment, including those previously classified as held for sale, lower depreciation and amortization expense, partially offset by an increase in stock-based compensation expense in 2023 compared to 2022, and (iii) a $35.2 million increase in net operating assets driven by higher investments in accounts receivable, higher tax payments (net of refunds) and higher payments for statutory liabilities, partially offset by higher Goods and Service Tax ("GST") refunds in India and lower vendor related payments.
The Senior Notes are effectively subordinated to all of the Issuer’s and the Guarantor’s existing and future secured debt to the extent of the value of the assets securing such debt.
The Senior Notes are effectively subordinated to all of the Debt Issuer’s and the Guarantor’s existing and future secured debt to the extent of the value of the assets securing such debt.
Regular renewals of contracts with no change in scope, which we consider business as usual, are not included as new bookings. 46 We provide information regarding our new bookings because we believe doing so provides useful trend information regarding changes in the volume of our new business and may be a useful metric as an indicator of future revenue growth potential.
Regular renewals of contracts with no change in scope, which we consider business as usual, are not included as new bookings. We provide information regarding our new bookings because we believe doing so provides useful trend information regarding changes in the volume of our new business and may be a useful metric as an indicator of future revenue growth potential.
We attempt to address the impact of wage increases, and pressures to increase wages, in a number of ways, which include seeking to control entry-level wages, managing attrition, delivering productivity and “right-skilling,” which refers to ensuring that positions are not filled by overqualified employees. 1 Revenue growth on a constant currency basis is a non-GAAP measure and is calculated by restating current-period activity using the prior fiscal period’s foreign currency exchange rates adjusted for hedging gains/losses in such period. 43 We try to control increases in entry-level wages by implementing innovative recruitment policies, utilizing continuous training techniques, emphasizing promotion opportunities and maintaining an attractive work atmosphere and culture.
We attempt to address the impact of wage increases, and pressures to increase wages, in a number of ways, which include seeking to control entry-level wages, managing attrition, delivering productivity and “right-skilling,” which refers to ensuring that positions are not filled by overqualified employees. 1 Revenue growth on a constant currency basis is a non-GAAP measure and is calculated by restating current-period activity using the prior fiscal period’s foreign currency exchange rates adjusted for hedging gains/losses in such period. 46 We try to control increases in entry-level wages by implementing innovative recruitment policies, utilizing continuous training techniques, emphasizing promotion opportunities and maintaining an attractive work atmosphere and culture.
These covenants require us to maintain a net debt to EBITDA leverage ratio of below 3x and an interest coverage ratio of more than 3x. During the year ended December 31, 2022, we were in compliance with the terms of the 2022 Credit Agreement, including all of the financial covenants therein.
These covenants require us to maintain a net debt to EBITDA leverage ratio of below 3x and an interest coverage ratio of more than 3x. During the year ended December 31, 2023, we were in compliance with the terms of the 2022 Credit Agreement, including all of the financial covenants therein.
Our delivery centers also enjoy corporate tax holidays or concessional tax rates in certain other jurisdictions, including Costa Rica, Israel, Malaysia and the Philippines. These tax concessions will expire over the next few years, possibly increasing our overall tax rate.
Our delivery centers also enjoy corporate tax holidays or concessional tax rates in certain other jurisdictions, including Costa Rica, Israel and the Philippines. These tax concessions will expire over the next few years, possibly increasing our overall tax rate.
For additional information, see Note 4—“Accounts receivable, net of allowance for credit losses” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” 59 Goodwill Impairment Testing Goodwill of a reporting unit is tested for impairment at least annually and between annual tests if an event occurs or circumstances change that would more likely than not reduce the fair value of the reporting unit below its carrying amount.
For additional information, see Note 4—“Accounts receivable, net of allowance for credit losses” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” 61 Goodwill Impairment Testing Goodwill of a reporting unit is tested for impairment at least annually and between annual tests if an event occurs or circumstances change that would more likely than not reduce the fair value of the reporting unit below its carrying amount.
Claims of holders of the Senior Notes are structurally subordinated to the liabilities of certain non-Guarantors pursuant to their liabilities under our senior credit facility. 62 Recent Accounting Pronouncements Recently adopted accounting pronouncements For a description of recently adopted accounting pronouncements, see Note 2—“Summary of significant accounting policies—Recently issued accounting pronouncements” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules” and Part II, Item 7—“Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies and Estimates.” For a description of recently issued accounting pronouncements, see Note 2—“Summary of significant accounting policies—Recently issued accounting pronouncements” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.”
Claims of holders of the Senior Notes are structurally subordinated to the liabilities of certain non-Guarantors pursuant to their liabilities under our senior credit facility. 64 Recent Accounting Pronouncements Recently adopted accounting pronouncements For a description of recently adopted accounting pronouncements, see Note 2—“Summary of significant accounting policies—Recently issued accounting pronouncements” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules” and Part II, Item 7—“Management’s Discussion and Analysis of Financial Condition and Results of Operations—Critical Accounting Policies and Estimates.” For a description of recently issued accounting pronouncements, see Note 2—“Summary of significant accounting policies—Recently issued accounting pronouncements” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.”
We have operating subsidiaries or branches in several countries, including Australia, Brazil, Canada, China, Costa Rica, the Czech Republic, Egypt, Germany, Guatemala, Hungary, India, Ireland, Israel, Japan, Malaysia, Mexico, the Netherlands, the Philippines, Poland, Portugal, Romania, Singapore, South Africa, Thailand, Turkey, the United Kingdom and the United States, as well as sales and marketing subsidiaries in certain jurisdictions, including the United States and the United Kingdom, which are subject to tax in such jurisdictions.
We have operating subsidiaries or branches in several countries, including Argentina, Australia, Brazil, Bulgaria, Canada, China, Costa Rica, the Czech Republic, Egypt, Germany, Guatemala, Hungary, India, Ireland, Israel, Japan, Malaysia, Mexico, the Netherlands, the Philippines, Poland, Portugal, Romania, Singapore, South Africa, Thailand, Turkey, the United Kingdom and the United States, as well as sales and marketing subsidiaries in certain jurisdictions, including the United States and the United Kingdom, which are subject to tax in such jurisdictions.
Based on our assessment of such qualitative factors, in accordance with ASC 350, we concluded that as of December 31, 2021 and 2022, the fair values of all of our reporting units are likely to be higher than their respective carrying values. Off-Balance Sheet Arrangements Our off-balance sheet arrangements consist of foreign exchange contracts.
Based on our assessment of such qualitative factors, in accordance with ASC 350, we concluded that as of December 31, 2022 and 2023, the fair values of all of our reporting units are likely to be higher than their respective carrying values. Off-Balance Sheet Arrangements Our off-balance sheet arrangements consist of foreign exchange contracts.
Such an assertion could affect the size and scope of the services requested by such clients in the future. 45 Our ability to repatriate surplus earnings from our foreign subsidiaries in a tax-efficient manner is dependent upon interpretations of local laws, possible changes in such laws and the renegotiation of existing double tax avoidance treaties.
Such an assertion could affect the size and scope of the services requested by such clients in the future. 48 Our ability to repatriate surplus earnings from our foreign subsidiaries in a tax-efficient manner is dependent upon interpretations of local laws, possible changes in such laws and the renegotiation of existing double tax avoidance treaties.
As a result, we determined that certain leases and employee roles were unnecessary. Accordingly, we took a restructuring charge of $ 38.8 million, which was excluded from AOI during the year ended December 31, 2022. No corresponding charge was recorded during the year ended December 31, 2021.
As a result, we determined that certain leases and employee roles were unnecessary. Accordingly, we took a restructuring charge of $38.8 million, which was excluded from AOI during the year ended December 31, 2022. No corresponding charge was recorded during the year ended December 31, 2023.
For additional information, see Item 1A—“Risk Factors—Currency exchange rate fluctuations in various currencies in which we do business, especially the Indian rupee, the euro and the U.S. dollar, could have a material adverse effect on our business, results of operations and financial condition" and Note 6—“Derivative financial instruments” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Other Liquidity and Capital Resources Information As of December 31, 2021 and 2022, we have purchase commitme nts, net of capital advances paid in respect of such purchases, of $13.3 million and $18.0 million, respectively, to be paid in respect of such purchases over the next year .
For additional information, see Item 1A—“Risk Factors—Currency exchange rate fluctuations in various currencies in which we do business, especially the Indian rupee, the euro and the U.S. dollar, could have a material adverse effect on our business, results of operations and financial condition" and Note 6—“Derivative financial instruments” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Other Liquidity and Capital Resources Information As of December 31, 2022 and 2023, we have purchase commitme nts, net of capital advances paid in respect of such purchases, of $18.0 million and $16.0 million, respectively, to be paid in respect of such purchases over the next year .
Based on the results of our assessments of qualitative factors, we determined that the fair values of all of our reporting units are likely to be higher than their respective carrying amounts as of December 31, 2021 and 2022.
Based on the results of our assessments of qualitative factors, we determined that the fair values of all of our reporting units are likely to be higher than their respective carrying amounts as of December 31, 2022 and 2023.
In February 2022, our board of directors approved a 16% increase in our quarterly cash dividend from $0.1075 per common share to $0.125 per common share, representing an annual dividend of $0.50 per common share for 2022, up from $0.43 per common share in 2021.
On February 10, 2022, our board of directors approved a 16% increase in our quarterly cash dividend from $0.1075 per common share to $0.125 per common share, representing an annual dividend of $0.50 per common share for 2022, up from $0.43 per common share in 2021.
The 2022 Credit Agreement replaces the 2018 Credit Agreement. The 2022 Credit Agreement is guaranteed by us and certain of our subsidiaries. The obligations under the 2022 Credit Agreement are unsecured. The outstanding balance of the term loan under the 2018 Credit Agreement as of the date of 2022 Credit Agreement was $527.0 million.
The 2022 Credit Agreement replaced the 2018 Credit Agreement. The 2022 Credit Agreement is guaranteed by us and certain of our subsidiaries. The obligations under the 2022 Credit Agreement are unsecured. The outstanding balance of the term loan under the 2018 Credit Agreement as of the date of 2022 Credit Agreement was $527.0 million.
One of our subsidiaries in China has obtained a ruling from the Government of China certifying it to be a Technologically Advanced Service Enterprise. As a result, that subsidiary is subject to a lower corporate income tax rate of 15% through December 31, 2023, subject to the fulfillment of certain conditions.
One of our subsidiaries in China obtained a ruling from the Government of China certifying it to be a Technologically Advanced Service Enterprise. As a result, that subsidiary was subject to a lower corporate income tax rate of 15% through December 31, 2023, subject to the fulfillment of certain conditions.
If the Issuer or the Guarantor have any right to receive any assets of any of the non-Guarantors upon the insolvency, liquidation, reorganization, dissolution or other winding-up of any non-Guarantor, all of that non-Guarantor’s creditors (including trade creditors) would be entitled to payment in full out of that non-Guarantor’s assets before the holders of the Senior Notes would be entitled to any payment.
If the Debt Issuers or the Guarantors have any right to receive any assets of any of the non-Guarantors upon the insolvency, liquidation, reorganization, dissolution or other winding-up of any non-Guarantor, all of that non-Guarantor’s creditors (including trade creditors) would be entitled to payment in full out of that non-Guarantor’s assets before the holders of the Senior Notes would be entitled to any payment.
We begin each year with a set of named accounts, including prospective clients with operations in our target areas, and all opportunities during the year are reviewed by business leaders from the applicable industry vertical, operations personnel, and members of our finance team. In this way, we try to ensure that contract terms meet our pricing, cash and service objectives.
We begin each year with a set of named accounts, including prospective clients with operations in our target areas, and all opportunities during the year are reviewed by business leaders from the applicable industry vertical, operations, and finance teams. In this way, we try to ensure that contract terms meet our pricing, cash and service objectives.
Net revenues from "Business held for sale" in the table above represents revenues from a business classified as held for sale with effect from April 1, 2022 as part of a series of actions we took to focus our business on emerging solutions where we see the greatest opportunities for growth and to deprioritize assets that no longer fit with our long-term strategy.
Net revenues from "Business held for sale" in the table above represent revenues from a business we had previously classified as held for sale with effect from April 1, 2022 as part of a series of actions we took in 2022 to focus our business on emerging solutions where we see the greatest opportunities for growth and to deprioritize assets that no longer fit with our long-term strategy.
For additional information, see Note 12—“Leases” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” 60 Supplemental Guarantor Financial I nformation As discussed in Note 14, “Long-term debt,” to our consolidated financial statements under Part IV, Item 15- "Exhibit and Financial Statement Schedules," Genpact Luxembourg issued the 2019 Senior Notes, and Genpact Luxembourg and Genpact USA co-issued the 2021 Senior Notes.
For additional information, see Note 12—“Leases” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” 62 Supplemental Guarantor Financial I nformation As discussed in Note 14, “Long-term debt,” to our consolidated financial statements under Part IV, Item 15- "Exhibits and Financial Statement Schedules," Genpact Luxembourg issued the 2019 Senior Notes, and Genpact Luxembourg and Genpact USA co-issued the 2021 Senior Notes.
As of December 31, 2021 and 2022, the amount outstanding under the 2021 Senior Notes, net of debt amortization expense of $2.6 million and $2.0 million, respectively, was $347.4 million and $348.0 million, respectively, which is payable on April 10, 2026.
As of December 31, 2022 and 2023, the amount outstanding under the 2021 Senior Notes, net of debt amortization expense of $2.0 million and $1.4 million, respectively, was $348.0 million and $348.6 million, respectively, which is payable on April 10, 2026.
Other operating (income) expense, net primarily consists of the impact of the change in the fair value of earn-out consideration and deferred consideration relating to business acquisitions, as well as certain operating losses resulting from the write-down of operating lease right-of-use assets, other assets, property, plant and equipment and intangible assets and impairment charge on assets classified as held for sale.
Other operating (income) expense, net primarily consists of the impact of the change in the fair value of earn-out consideration and deferred consideration relating to business acquisitions, as well as certain operating losses resulting from the write-down of operating lease right-of-use assets, other assets, property, plant and equipment and intangible assets, impairment charges and losses on the sale of assets classified as held for sale and gains on termination of leases.
We calculate AOI as net income, excluding (i) stock-based compensation, (ii) amortization and impairment of acquired intangible assets, (iii) acquisition-related expenses excluded in the period in which an acquisition is consummated, (iv) foreign exchange (gain)/loss, (v) restructuring expenses, (vi) any loss or gain on businesses held for sale, including impairment charges, (vii) interest (income) expense, and (viii) income tax expense, as we believe that our results after taking into account these adjustments more accurately reflect our ongoing operations.
We calculate AOI as net income, excluding (i) stock-based compensation, (ii) amortization and impairment of acquired intangible assets, (iii) acquisition-related expenses excluded in the period in which an acquisition is consummated, (iv) foreign exchange (gains)/losses (other than those included in income from operations) , (v) restructuring (income) expense, (vi) any loss or gain on businesses held for sale, including impairment charges, (vii) interest (income) expense, and (viii) income tax expense/(benefit), as we believe that our results after taking into account these adjustments more accurately reflect our ongoing operations.
For additional information, see Note 26—“Commitments and contingencies” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” As of December 31, 2021 and 2022, we also have operating and finance lease commitments of $420.6 million and $330.1 million, respectively, to be paid over the remaining lease terms.
For additional information, see Note 26—“Commitments and contingencies” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” As of December 31, 2022 and 2023, we also have operating and finance lease commitments of $330.1 million and $287.5 million, respectively, to be paid over the remaining lease terms.
In February 2023, our board of directors approved a 10% increase in our quarterly cash dividend from $0.125 per common share to $0.1375 per common share, representing a planned annual dividend of $0.55 per common share for 2023, up from $0.50 per common share in 2022.
On February 9, 2023, our board of directors approved a 10% increase in our quarterly cash dividend from $0.125 per common share to $0.1375 per common share, representing an annual dividend of $0.55 per common share for 2023, up from $0.50 per common share in 2022.
Total net revenues on a constant currency 2 basis are calculated by restating current-period activity using the prior fiscal period’s foreign currency exchange rates and adjusted for hedging gains/losses. Our average headcount increased to approximately 115,800 in 2022 from approximately 103,100 in 2021.
Total net revenues on a constant currency 2 basis are calculated by restating current-period activity using the prior fiscal period’s foreign currency exchange rates and adjusted for hedging gains/losses. Our average headcount increased to approximately 123,400 in 2023 from approximately 115,800 in 2022.
For additional information, see Note 8—“Assets and liabilities held for sale” and Note 27—“Restructuring” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Income from operations . As a result of the foregoing factors, income from operations as a percentage of total net revenues decreased from 12.7% in 2021 to 11.5% in 2022.
For additional information, see Note 8—“Assets and liabilities held for sale” and Note 27—“Restructuring” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Income from operations . As a result of the foregoing factors, income from operations as a percentage of total net revenues increased from 11.5% in 2022 to 14.1% in 2023.
Our management also uses new bookings to measure our sales force productivity. New bookings in 2022 were $3.9 billion, up from $3.7 billion in 2021. New bookings can vary significantly year to year depending in part on the timing of signing of large contracts.
Our management also uses new bookings to measure our sales force productivity. New bookings in 2023 were $4.9 billion, up 25.6% from $3.9 billion in 2022. New bookings can vary significantly year to year depending in part on the timing of signing of large contracts.
See “Special Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K. Macroeconomic environment Our results of operations are affected by economic conditions, including macroeconomic conditions, the overall inflationary environment and levels of business confidence.
See “Special Note Regarding Forward-Looking Statements” included elsewhere in this Annual Report on Form 10-K. Macroeconomic environment Our results of operations are affected by various economic and macroeconomic conditions, including the inflationary environment, high interest rates, numerous geopolitical risks and levels of overall business confidence.
For additional information, see Note 23—“Income taxes” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Liquidity and Capital Resources Overview Information about our financial position as of December 31, 2021 and 2022 is presented below: As of December 31, As of December 31, Percentage Change increase/(decrease) 2021 2022 2022 vs. 2021 (dollars in millions) Cash and cash equivalents $ 899.5 $ 646.8 (28.1) % Short-term borrowings — 151.0 100.0 % Long-term debt due within one year 383.4 26.1 (93.2) % Long-term debt other than the current portion 1,272.5 1,249.2 (1.8) % Genpact Limited total shareholders’ equity $ 1,897.1 $ 1,826.2 (3.7) % Financial Condition We have historically financed our operations and our expansion, including acquisitions, with cash from operations and borrowing facilities.
For additional information, see Note 23—“Income taxes” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Liquidity and Capital Resources Overview Information about our financial position as of December 31, 2022 and 2023 is presented below: As of December 31, As of December 31, Percentage Change increase/(decrease) 2022 2023 2023 vs. 2022 (dollars in millions) Cash and cash equivalents $ 646.8 $ 583.7 (9.8) % Short-term borrowings 151.0 10.0 (93.4) % Long-term debt due within one year 26.1 432.2 1,553.8 % Long-term debt other than the current portion 1,249.2 824.7 (34.0) % Genpact Limited total shareholders’ equity $ 1,826.2 $ 2,248.4 23.1 % Financial Condition We have historically financed our operations and our expansion, including acquisitions, with cash from operations and borrowing facilities.
Of the total goodwill arising from this acquisition, $35.1 million is deductible for income tax purposes. The goodwill represents primarily the acquired capabilities and other benefits expected to result from combining the acquired operations with our existing operations. New Bookings New bookings is an operating or other statistical measure.
Goodwill arising from this acquisition is deductible for income tax purposes and represents primarily the acq uired capabilities and other benefits expected to result from combining the acquired operations with our existing operations. New Bookings New bookings is an operating or other statistical measure.
For additional information, see Note 8—“Assets and liabilities held for sale” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” 57 Cash flows from financing activities . Our net cash used for financing activities was $571.4 million in 2022, compared to $332.9 million in 2021.
For additional information, see Note 8—“Assets and liabilities held for sale” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Cash flows used for financing activities . Our net cash used for financing activities was $483.0 million in 2023, compared to $571.4 million in 2022.
The table below sets forth the percentage of our total net revenues derived from our largest clients, in the years ended December 31, 2021 and 2022: Percentage of Total Net Revenues Year ended December 31, 2021 2022 Top five clients 24.3 % 22.1 % Top ten clients 33.6 % 31.2 % Top fifteen clients 39.8 % 37.3 % Top twenty clients 44.3 % 42.2 % We earn revenues pursuant to contracts that generally take the form of a master service agreement ("MSA"), which is a framework agreement that is then supplemented by statements of work ("SOWs").
The table below sets forth the percentage of our total net revenues derived from our largest clients, in the years ended December 31, 2022 and 2023: Percentage of Total Net Revenues Year ended December 31, 2022 2023 Top five clients 22.1 % 17.5 % Top ten clients 31.2 % 26.3 % Top fifteen clients 37.3 % 32.7 % Top twenty clients 42.2 % 37.2 % We earn revenues pursuant to contracts that generally take the form of a master service agreement ("MSA"), which is a framework agreement that is then supplemented by statements of work ("SOWs").
As of December 31, 2021 and 2022, a total of $2.0 million and $153.7 million, respectively, of our revolving credit facility was utilized, of which $0.0 million and $151.0 million, respectively, constituted funded drawdown, and $2.0 million and $2.7 million, respectively, constituted non-funded drawdown.
As of December 31, 2022 and 2023, a total of $153.7 million and $11.6 million, respectively, of our revolving credit facility was utilized, of which $151.0 million and $10.0 million, respectively, constituted funded drawdown, and $2.7 million and $1.6 million, respectively, constituted non-funded drawdown.
In calculating our AOI margin for 2022, we adjusted total net revenues to exclude net revenues of $12.0 million from the business designated as held for sale.
In calculating our AOI margin for 2023 and 2022, we adjusted total net revenues to exclude net revenues of $0.5 million in 2023 and $12.0 million in 2022 from the business previously classified as held for sale.
As of December 31, 2021 and 2022, the amount outstanding under the 2019 Senior Notes, net of debt amortization expense of $1.7 million and $1.1 million, was $398.3 million and $398.9 million, respectively, which is payable on December 1, 2024.
As of December 31, 2022 and 2023, the amount outstanding under the 2019 Senior Notes, net of debt amortization expense of $1.1 million and $0.5 million, was $398.9 million and $399.5 million, respectively, which is payable on December 1, 2024.
For additional information about the risks we face, see Part I, Item 1A—“Risk Factors.” 42 Overview Our 2022 revenues were $4.4 billion, an increase of 8.7% year-over-year, or 11.1% on a constant currency 1 basis. Net Revenues Revenue by top clients .
For additional information about the risks we face, see Part I, Item 1A—“Risk Factors.” 45 Overview Our 2023 revenues were $4.5 billion, an increase of 2.4% year-over-year, or 3.1% on a constant currency 1 basis. Net Revenues Revenue by top clients .
The ongoing conflict between Russia and Ukraine and actions taken by the United States and other countries in response thereto, including the imposition of sanctions, have contributed to supply chain disruption and inflation, regional instability and geopolitical tensions.
The ongoing conflict between Russia and Ukraine and actions taken by the United States and other countries in response, including the imposition of sanctions, as well as the ongoing conflict between Hamas and Israel, have contributed to and may continue to exacerbate supply chain disruption and inflation, regional instability and geopolitical tensions.
Our costs are primarily incurred in Indian rupees, as well as in U.S. dollars, U.K. pounds sterling, Romanian leu, Chinese renminbi, euros and the currencies of the other countries in which we have operations.
We also received payments in euros, U.K. pounds sterling, Australian dollars, Japanese yen a nd Indian rupees. Our costs are primarily incurred in U.S. dollars, as well as in Indian rupees, U.K. pounds sterling, Romanian leu, Chinese renminbi, euros and the currencies of the other countries in which we have operations.
The total debt issuance cost of $2.9 million incurred in connection with the 2019 Senior Notes offering is being amortized over the life of the notes as additional interest expense.
The total debt issuance cost of $3.0 million incurred in connection with the 2021 Senior Notes offering is being amortized over the life of the notes as additional interest expense.
As of December 31, 2022, the outstanding balance for the 2019 Senior Notes and the 2021 Senior Notes (collectively, the "Senior Notes") was $398.9 million and $348.0 million, respectively. Each series of Senior Notes is fully and unconditionally guaranteed by the Company. The 2019 Senior Notes are also fully and unconditionally guaranteed by Genpact USA.
As of December 31, 2023, the outstanding balance for the 2019 Senior Notes and the 2021 Senior Notes (collectively, the "Senior Notes") was $399.5 million and $348.6 million, respectively. Each series of Senior Notes is fully and unconditionally guaranteed by the Company. The 2019 Senior Notes are also fully and unconditionally guaranteed by Genpact USA.
This change was primarily due to a $20.3 million write-down related to the abandonment of various office premises and a $1.4 million write-down related to tangible assets, both of which were taken as part of a restructuring we undertook in 2022, and an impairment charge of $32.6 million in 2022 related to assets classified as held for sale, while no corresponding charge was recorded in 2021.
This change was primarily due to (i) a gain of $4.9 million on the termination of an abandoned lease in 2023 with no corresponding gain recorded in 2022, (ii) a $20.3 million write-down related to the abandonment of various office premises and a $1.4 million write-down related to tangible assets, both of which were taken as part of a restructuring we undertook in 2022, and (iii) an impairment charge of $32.6 million in 2022 related to assets previously classified as held for sale, while no corresponding charge was recorded in 2023.
As of December 31, 2021 and 2022, the limit available under such facilities was $24.7 million and $22.9 million, respectively, of which $5.8 million and $5.4 million, respectively, was utilized, constituting non-funded drawdown.
As of December 31, 2022 and 2023, the limit available under such facilities was $22.9 million and $23.3 million, respectively, of which $5.4 million and $9.3 million, respectively, was utilized, constituting non-funded drawdown.
The increase in our cost of revenue in 2022 compared to 2021 was primarily due to (i) an increase in our operational headcount to support revenue growth, (ii) higher talent replacement costs as well as the impact of wage inflation, and (iii) higher travel related expenses.
The increase in our cost of revenue in 2023 compared to 2022 was primarily due to (i) an increase in our operational headcount to support revenue growth, (ii) wage inflation, and (iii) higher travel related expenses.
Critical Accounting Policies and Estimates A summary of our significant accounting policies is included in Note 2—“Summary of significant accounting policies” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” An accounting policy is deemed to be critical if it requires an accounting estimate to be made based on assumptions about matters that are highly uncertain at the time the estimate is made and if changes in the estimate that are reasonably possible could materially impact the financial statements or require a higher degree of judgment than others in their application.
Our revenues recognized each year will vary from the new bookings value since new bookings is a snapshot measurement of a portion of the total client contract value at a given time. 49 Critical Accounting Policies and Estimates A summary of our significant accounting policies is included in Note 2—“Summary of significant accounting policies” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” An accounting policy is deemed to be critical if it requires an accounting estimate to be made based on assumptions about matters that are highly uncertain at the time the estimate is made and if changes in the estimate that are reasonably possible could materially impact the financial statements or require a higher degree of judgment than others in their application.
Statement of financial position Key changes in our financial position during 2022 Following are the significant changes in our financial position as of December 31, 2022 compared to December 31, 2021: • Short-term borrowings increased by $151.0 million The increase in our short-term debt is primarily due to an increase in the funded drawdown of the facility under our amended and restated credit agreement entered into in December 2022, which consists of a $530.0 million term loan and a $650.0 million revolving credit facility.
Statement of financial position Key changes in our financial position during 2023 Following are the significant changes in our financial position as of December 31, 2023 compared to December 31, 2022: • Short-term borrowings decreased by $141.0 million The decrease in our short-term debt is primarily due to payments made on our term loan in 2023 and lower utilization of the funded drawdown of the credit facility under our amended and restated credit agreement entered into in December 2022, which consists of a $530.0 million term loan and a $650.0 million revolving credit facility.
During the years ended December 31, 2021 and 2022, we repurchased 6,577,562 and 4,777,205 of our common shares, respectively, on the open market at a weighted average price of $45.32 and $44.79 per share, respectively, for an aggregate purchase price of $298.1 million and $214.0 million, respectively. All repurchased shares have been retired.
During the years ended December 31, 2022 and 2023, we repurchased 4,777,205 and 6,013,793 of our common shares, respectively, on the open market at a weighted average price of $44.79 and $37.48 per share, respectively, for an aggregate purchase price of $214.0 million and $225.4 million, respectively. All repurchased shares have been retired.
This increase was partially offset by (i) lower depreciation and amortization expense, (ii) lower facilities maintenance expenses, and (iii) lower medical expenses. We also recorded an employee severance charge as part of the restructuring we undertook in 2022, while no corresponding charge was recorded in 2021.
This increase was partially offset by (i) lower depreciation and amortization expense, (ii) lower contractor expenses, and (iii) an employee severance charge of $8.4 million as part of the restructuring we undertook in 2022, while no corresponding charge was recorded in 2023.
Since our share repurchase program was initially authorized in 2015, we have repurchased 52,164,282 of our common shares at a weighted average price of $31.15 per share, for an aggregate purchase price of $1,625.1 million. This amount includes shares repurchased under our 2017 accelerated share repurchase program.
Since our share repurchase program was initially authorized in 2015, we have repurchased 58,178,075 of our common shares at a weighted average price of $31.81 per share, for an aggregate purchase price of $1,850.5 million. This amount includes shares repurchased under our 2017 accelerated share repurchase program.
For additional information, see Note 8—“Assets and liabilities held for sale” and Note 24—“Segment reporting” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Cost of revenue . Cost of revenue was $2,834.8 million in 2022, up $244.5 million, or 9.4%, from $2,590.3 million in 2021.
For additional information, see Note 24—“Segment reporting” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Cost of revenue . Cost of revenue was $2,906.2 million in 2023, up $71.4 million, or 2.5%, from $2,834.8 million in 2022.
Additionally, demand for certain services, such as collections and transaction processing, is often greater in the second half of the year as our clients’ volumes in such areas increase.
Volumes under such contracts then increase in the latter part of the year as engagements ramp up. Additionally, demand for certain services, such as collections and transaction processing, is often greater in the second half of the year as our clients’ volumes in such areas increase.
Contingent consideration is included within the acquisition cost and is recognized at its fair value on the acquisition date. The measurement of purchase price, including future contingent consideration, if any, and its allocation, requires significant estimates in determining the fair values of assets acquired and liabilities assumed, including with respect to intangible assets and deferred and contingent consideration.
The measurement of purchase price, including future contingent consideration, if any, and its allocation, requires significant estimates in determining the fair values of assets acquired and liabilities assumed, including with respect to intangible assets and deferred and contingent consideration.
Adjusted for foreign exchange, primarily the impact of changes in the values of the euro, Japanese yen, Australian dollar and U.K. pound sterling against the U.S. dollar, our net revenues grew 11.1% in 2022 compared to 2021 on a constant currency 2 basis. Revenue growth on a constant currency 2 basis is a non-GAAP measure.
Adjusted for foreign exchange, primarily the impact of changes in the values of Japanese yen, Australian dollar, Indian Rupee and South African rand against the U.S. dollar, our net revenues grew 3.1% in 2023 compared to 2022 on a constant currency 2 basis. Revenue growth on a constant currency 2 basis is a non-GAAP measure.
Any future dividends will be at the discretion of our board of directors and subject to Bermuda and other applicable laws. 56 As of December 31, 2022, the total authorization under our existing share repurchase program was $1,750.0 million, of which $124.9 million remained available as of December 31, 2022.
Any future dividends will be at the discretion of our board of directors and subject to Bermuda and other applicable laws. 58 As of December 31, 2023, the total authorization under our existing share repurchase program was $2,250.0 million, of which $399.5 million remained available as of December 31, 2023.
Our net revenues were $4,371.2 million in 2022, up $349.0 million, or 8.7%, from $4,022.2 million in 2021. Growth in our net revenues was driven by both Data-Tech-AI and Digital Operations services.
Our net revenues were $4,476.9 million in 2023, up $105.7 million, or 2.4%, from $4,371.2 million in 2022. Growth in our net revenues was driven by both Data-Tech-AI and Digital Operations services.
The impairment charge was recorded in “other operating (income) expense, net." See Note 8—“Assets and liabilities held for sale” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules” for additional information.
The impairment charge was recorded in “other operating (income) expense, net.” During 2023, the sale of these assets was completed and we recorded a loss on the sale in "other operating (income) expense, net." See Note 8—“Assets and liabilities held for sale” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules” for additional information.
Year ended December 31, Percentage change increase/ (decrease) 2022 vs. 2021 2021 2022 (dollars in millions) Data-Tech-AI $ 1,692.3 $ 1,959.9 15.8 % Digital Operations $ 2,329.9 $ 2,411.3 3.5 % Total net revenues $ 4,022.2 $ 4,371.2 8.7 % Net revenues from Data-Tech-AI services in 2022 were $1,959.9 million, up $267.6 million, or 15.8%, from $1,692.3 million in 2021.
Year ended December 31, Percentage change increase/ (decrease) 2023 vs. 2022 2022 2023 (dollars in millions) Data-Tech-AI services $ 1,959.9 $ 1,993.1 1.7 % Digital Operations services $ 2,411.3 $ 2,483.8 3.0 % Total net revenues $ 4,371.2 $ 4,476.9 2.4 % Net revenues from Data-Tech-AI services in 2023 were $1,993.1 million, up $33.2 million, or 1.7%, from $1,959.9 million in 2022.
Summarized Statements of Income Year ended December 31, 2021 Year ended December 31, 2022 (dollars in millions) Net revenues $ 214.2 $ 141.3 Gross profit 214.2 141.3 Net income 102.7 72.3 Below is a summary of transactions with non-Guarantors included in the summarized statement of income above: Year ended December 31, 2021 Year ended December 31, 2022 (dollars in millions) Royalty income $ 4.4 $ — Revenue from services 209.8 141.3 Interest income /(expense), net 33.0 36.9 Other income /(expense), net (17.7) 25.2 61 Summarized Balance Sheets As of December 31, 2021 As of December 31, 2022 (dollars in millions) Assets Current assets $ 2,257.8 $ 2,181.4 Non-current assets 457.5 178.3 Liabilities Current liabilities $ 3,758.5 $ 3,639.6 Non-current liabilities 1,777.6 1,749.2 Below is a summary of the balances with non-Guarantors included in the summarized balance sheets above: As of December 31, 2021 As of December 31, 2022 (dollars in millions) Assets Current assets Accounts receivable, net $ 211.3 $ 62.1 Loans receivable 1,535.5 1,420.3 Others 410.1 453.1 Investment in debentures/bonds — 193.3 Non-current assets Investment in debentures/bonds $ 296.1 $ — Others 31.5 79.5 Liabilities Current liabilities Loans payable $ 2,431.2 $ 2,805.8 Others 914.0 620.2 Non-Current liabilities Loans payable $ 500.0 $ 500.0 The Senior Notes and the related guarantees rank pari passu in right of payment with all senior and unsecured debt of the Issuer and the Guarantor and rank senior in right of payment to all of the Issuer’s and the Guarantor’s future subordinated debt.
Summarized Statements of Income Year ended December 31, 2022 Year ended December 31, 2023 (dollars in millions) Net revenues $ 141.3 $ 298.1 Gross profit 141.3 298.1 Net income 72.3 382.4 Below is a summary of transactions with non-Guarantors included in the summarized statement of income above: Year ended December 31, 2022 Year ended December 31, 2023 (dollars in millions) Royalty income $ — $ 0.7 Revenue from services 141.3 297.4 Interest income /(expense), net 36.9 52.1 Other income /(expense), net 25.2 (4.5) 63 Summarized Balance Sheets As of December 31, 2022 As of December 31, 2023 (dollars in millions) Assets Current assets $ 2,181.4 $ 2,193.4 Non-current assets 178.3 1,045.4 Liabilities Current liabilities $ 3,639.6 $ 5,121.3 Non-current liabilities 1,749.2 904.7 Below is a summary of the balances with non-Guarantors included in the summarized balance sheets above: As of December 31, 2022 As of December 31, 2023 (dollars in millions) Assets Current assets Accounts receivable, net $ 62.1 $ 114.4 Loans receivable 1,420.3 1,433.1 Others 453.1 594.8 Investment in debentures/bonds 193.3 — Non-current assets Others $ 79.5 $ 69.5 Liabilities Current liabilities Loans payable $ 2,805.8 $ 3,559.7 Others 620.2 1,117.8 Non-Current liabilities Loans payable $ 500.0 $ 75.0 The Senior Notes and the related guarantees rank pari passu in right of payment with all senior and unsecured debt of the Debt Issuers and the Guarantors and rank senior in right of payment to all of the Debt Issuer’s and the Guarantor’s future subordinated debt.
For additional information, see Note 8—“Assets and liabilities held for sale” and Note 24—“Segment reporting” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” The following table shows the reconciliation of AOI to the most directly comparable GAAP measure for the years ended December 31, 2021 and 2022: Year ended December 31, 2021 2022 (dollars in millions) Net income $ 369.4 $ 353.4 Foreign exchange (gains) losses, net (12.7) (15.4) Interest (income) expense, net 51.4 52.2 Income tax expense 113.7 111.8 Stock-based compensation 82.0 77.4 Amortization and impairment of acquired intangible assets 57.6 42.6 Acquisition-related expenses 1.2 — Restructuring expenses — 38.8 Loss relating to business held for sale — 24.8 Impairment charge on assets classified as held for sale — 32.6 Adjusted income from operations $ 662.7 $ 718.2 The following table sets forth our AOI by reportable business segment for the years ended December 31, 2021 and 2022: Year ended December 31, Percentage change increase/ (decrease) 2022 vs. 2021 2021 2022 (dollars in millions) Financial Services $ 126.9 $ 157.9 24.4 % Consumer and Healthcare 250.8 213.7 (14.8) % High Tech and Manufacturing 272.8 283.6 4.0 % Total reportable segment 650.5 655.3 0.7 % Others 12.2 38.1 NM* Total 662.7 693.4 4.6 % Loss relating to business held for sale — 24.8 NM* Adjusted income from operations $ 662.7 $ 718.2 8.4 % *Not Meaningful AOI of our Financial Services segment increased to $157.9 million in 2022 from $126.9 mil lion in 2021, primarily due to higher revenues and improved efficiency as well as an increase in the share of our services performed offshore in 2022 compared to 2021, partially offset by higher talent replacement costs as well as wage inflation.
The related loss and impairment charge were excluded from AOI. 55 For additional information, see Note 8—“Assets and liabilities held for sale” and Note 24—“Segment reporting” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” The following table shows the reconciliation of AOI to the most directly comparable GAAP measure for the years ended December 31, 2022 and 2023: Year ended December 31, 2022 2023 (dollars in millions) Net income $ 353.4 $ 631.3 Foreign exchange (gains) losses, net $ (15.4) $ (4.3) Interest (income) expense, net $ 52.2 $ 47.9 Income Tax Expense/ (Benefit) $ 111.8 $ (29.0) Stock-based compensation $ 77.4 $ 88.6 Amortization and impairment of acquired intangible assets $ 42.6 $ 31.3 Loss on the sale of business classified as held for sale $ — $ 0.8 Restructuring expense (income) $ 38.8 $ (4.9) Loss relating to business held for sale $ 24.8 $ 1.2 Impairment charge on assets classified as held for sale $ 32.6 $ — Adjusted income from operations $ 718.2 $ 762.9 The following table sets forth our AOI by reportable business segment for the years ended December 31, 2022 and 2023: Year ended December 31, Percentage change increase/ (decrease) 2023 vs. 2022 2022 2023 (dollars in millions) Financial Services $ 172.3 $ 193.4 12.2 % Consumer and Healthcare $ 233.0 $ 242.5 4.0 % High Tech and Manufacturing $ 303.6 $ 297.9 (1.9) % Total reportable segment $ 708.9 $ 733.7 3.5 % Others $ (15.5) $ 28.0 281.0 % Total $ 693.4 $ 761.7 9.9 % Loss relating to business held for sale $ 24.8 $ 1.2 NM* Adjusted income from operations $ 718.2 $ 762.9 6.2 % *Not Meaningful AOI of our Financial Services segment increased to $193.4 million in 2023 from $172.3 million in 2022, primarily due to higher revenues, improved efficiency and the net favorable impact of allocating foreign exchange gains/(losses) and resource costs in 2023 compared to 2022, partially offset by the impact of wage inflation.
The following table sets forth certain data from our income statement for the years ended December 31, 2021 and 2022: Year ended December 31, Percentage change increase/ (decrease) 2022 vs. 2021 2021 2022 Data-Tech-AI $ 1,692.3 $ 1,959.9 15.8 % Digital Operations $ 2,329.9 $ 2,411.3 3.5 % Total net revenues $ 4,022.2 $ 4,371.2 8.7 % Cost of revenue 2,590.3 2,834.8 9.4 % Gross profit $ 1,432.0 $ 1,536.4 7.3 % Gross profit margin 35.6 % 35.1 % Operating expenses Selling, general and administrative expenses 865.7 938.4 8.4 % Amortization of acquired intangible assets 58.4 42.7 (27.0) % Other operating (income) expense, net (1.2) 53.2 NM* Income from operations $ 509.0 $ 502.2 (1.3) % Income from operations as a percentage of net revenues 12.7 % 11.5 % Foreign exchange gains (losses), net 12.7 15.4 21.5 % Interest income (expense), net (51.4) (52.2) 1.5 % Other income (expense), net 12.9 (0.1) (100.8) % Income before income tax expense $ 483.1 $ 465.2 (3.7) % Income tax expense 113.7 111.8 (1.6) % Net income $ 369.4 $ 353.4 (4.3) % Net income as a percentage of net revenues 9.2 % 8.1 % *Not Meaningful 50 Fiscal Year Ended December 31, 2022 Compared to the Fiscal Year Ended December 31, 2021 Net revenues .
The following table sets forth certain data from our income statement for the years ended December 31, 2022 and 2023: Year ended December 31, Percentage change increase/ (decrease) 2023 vs. 2022 2022 2023 Data-Tech-AI services $ 1,959.9 $ 1,993.1 1.7 % Digital Operations services $ 2,411.3 $ 2,483.8 3.0 % Total net revenues $ 4,371.2 $ 4,476.9 2.4 % Cost of revenue 2,834.8 2,906.2 2.5 % Gross profit $ 1,536.4 $ 1,570.7 2.2 % Gross profit margin 35.1 % 35.1 % Operating expenses Selling, general and administrative expenses 938.4 913.1 (2.7) % Amortization of acquired intangible assets 42.7 31.5 (26.3) % Other operating (income) expense, net 53.2 (4.7) (108.9) % Income from operations $ 502.2 $ 630.9 25.6 % Income from operations as a percentage of net revenues 11.5 % 14.1 % Foreign exchange gains (losses), net 15.4 4.3 (72.2) % Interest income (expense), net (52.2) (47.9) (8.2) % Other income (expense), net (0.1) 15.0 NM* Income before income tax expense $ 465.2 $ 602.2 29.4 % Income tax expense (benefit) 111.8 (29.0) (126.0) % Net income $ 353.4 $ 631.3 78.6 % Net income as a percentage of net revenues 8.1 % 14.1 % *Not Meaningful 52 Fiscal Year Ended December 31, 2023 Compared to the Fiscal Year Ended December 31, 2022 Net revenues .
See Note 2—“Summary of significant accounting policies” to our Consolidated Financial Statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules’’ and Item 7A—“Quantitative and Qualitative Disclosures about Market Risk—Foreign Currency Risk.” 44 77% of our fiscal 2022 revenues were earned in U.S. dollars. We also received payments in euros, U.K. pounds sterling, Australian dollars, Japanese yen and Indian rupees.
See Note 2—“Summary of significant accounting policies” to our Consolidated Financial Statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules’’ and Item 7A—“Quantitative and Qualitative Disclosures about Market Risk—Foreign Currency Risk.” 47 77% of our fiscal 2023 revenues were earned in U.S. dollars.
While we do not have any operations in Russia or Ukraine, it is difficult to anticipate the future impacts of any of the foregoing on our business or our clients’ businesses.
While we do not have operations in Russia or Ukraine, it is difficult to anticipate the future impacts of the Russia-Ukraine conflict on our business or our clients’ businesses. We have limited operations in Israel and are closely monitoring the situation.
For additional information, see Note 27—“Restructuring” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Amortization of acquired intangibles . Amortization of acquired intangibles was $42.7 million in 2022, down $15.8 million, or 27.0%, from $58.4 million in 2021.
For additional information, see Note 8—“Assets and liabilities held for sale” and Note 27—“Restructuring” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Amortization of acquired intangibles . Amortization of acquired intangibles was $31.5 million in 2023, down $11.2 million, or 26.3%, from $42.7 million in 2022.
For additional information, see Note 25—“Net revenues—Contract balances” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules” for additional information. • Net accounts receivable increased by $107.0 million The increase in our accounts receivable is primarily due to higher days sales outstanding, offset by the volume impact of a lower quarter-over-quarter revenue growth rate in the fourth quarter of 2022 compared to the fourth quarter of 2021. • Goodwill and intangible assets decreased by $126.8 million Goodwill decreased by $46.8 million, primarily due to the effect of exchange rate fluctuations.
For additional information, see Note 25—“Net revenues—Contract balances” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules” for additional information. • Accounts receivable, net increased by $122.0 million The increase in our accounts receivable is primarily due to higher days sales outstanding. • Goodwill and intangible assets decreased by $37.1 million Goodwill decreased by $0.4 million, primarily due to the effect of exchange rate fluctuations.
Cash flows from operating, investing and financing activities, as reflected in our consolidated statements of cash flows, are summarized in the following table: Year ended December 31, Percentage change increase/ (decrease) 2022 vs. 2021 2021 2022 (dollars in millions) Net cash provided by (used for) Operating activities $ 694.3 $ 443.7 (36.1) % Investing activities (122.7) (36.6) (70.2) % Financing activities (332.9) (571.4) 71.7 % Net increase in cash and cash equivalents $ 238.7 $ (164.3) (168.9) % Cash flows from operating activities .
Cash flows from operating, investing and financing activities, as reflected in our consolidated statements of cash flows, are summarized in the following table: Year ended December 31, Percentage change increase/ (decrease) 2023 vs. 2022 2022 2023 (dollars in millions) Net cash provided by (used for) Operating activities $ 443.7 $ 490.8 10.6 % Investing activities (36.6) (78.9) 115.7 % Financing activities (571.4) (483.0) (15.5) % Net decrease in cash and cash equivalents $ (164.3) $ (71.1) (56.7) % Cash flows from o perating activities .
Cash flows from investing activities . Our net cash used for investing activities was $36.6 million in 2022, compared to $122.7 million in 2021.
Cash flows used for investing activities . Our net cash used for investing activities was $78.9 million in 2023, compared to $36.6 million in 2022.
As of December 31, 2022, $637.7 million of our $646.8 million in cash and cash equivalents was held by our foreign (non-Bermuda) subsidiaries. $3.8 million of this cash is held by foreign subsidiaries for which we expect to incur and have accrued a deferred tax liability on the repatriation of $9.5 million of retained earnings. $633.9 million of the cash and cash equivalents is either held as retained earnings by foreign subsidiaries in jurisdictions where no tax is expected to be imposed upon repatriation or is being indefinitely reinvested.
As of December 31, 2023, $581.4 million of our $583.7 million in cash and cash equivalents was held by our foreign (non-Bermuda) subsidiaries. $208.0 million of this cash is held by foreign subsidiaries for which we expect to incur and have accrued a deferred tax liability on the repatriation of $92.3 million of retained earnings. $277.7 million of the cash and cash equivalents is held by foreign subsidiaries in jurisdictions where no tax is expected to be imposed upon repatriation.
Throughout 2022 there was significant economic and geopolitical uncertainty in many markets around the world, including with respect to wage inflation, the possibility of slowing global economic growth and increased volatility in foreign currency exchange rates, which impacted and may continue to impact our business.
Throughout 2023, continued economic and geopolitical uncertainty in many markets around the world, including with respect to slowing global economic growth, monetary policy and continued volatility in foreign currency exchange rates , impacted and may continue to impact our business.
Goodwill is tested for impairment at least on an annual basis on December 31, or as circumstances warrant based on a number of factors, including operating results, business plans and future cash flows.
Goodwill represents the cost of acquired businesses in excess of the fair value of the identifiable tangible and intangible net assets purchased. Goodwill is tested for impairment at least on an annual basis on December 31, or as circumstances warrant based on a number of factors, including operating results, business plans and future cash flows.
For additional information, see Note 12—“Leases” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” • Operating lease liability decreased by $64.8 million The decrease in operating lease liability is due to lease payments, partially offset by additions and modifications in 2022. • Accounts payable, accrued expenses, other current liabilities and other liabilities decreased by $19.2 million The decrease in accounts payable, accrued expenses, other current liabilities and other liabilities is primarily due to a decrease in expense related accruals, employee related accruals and contract liabilities.
For additional information, see Note 12—“Leases” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” • Operating lease liability decreased by $26.1 million The decrease in operating lease liability is due to lease payments, partially offset by additions and modifications in 2023. • Accounts payable, accrued expenses, other current liabilities and other liabilities decreased by $20.6 million The decrease in accounts payable, accrued expenses, other current liabilities and other liabilities is primarily due to a reduction in accounts payable, contract liabilities, finance lease liabilities, statutory liabilities and lower mark-to-market losses on derivative financial instruments in 2023 compared to 2022.
The application of business combination accounting requires the use of significant estimates and assumptions. We account for business combinations using the acquisition method of accounting, by recognizing the identifiable tangible and intangible assets acquired and liabilities assumed, and any non-controlling interest in the acquired business, measured at their acquisition date fair values.
We account for business combinations using the acquisition method of accounting, by recognizing the identifiable tangible and intangible assets acquired and liabilities assumed, and any non-controlling interest in the acquired business, measured at their acquisition date fair values. Contingent consideration is included within the acquisition cost and is recognized at its fair value on the acquisition date.
As of December 31, 2021 and 2022, we have a revolving accounts receivable-based facility of $100.0 million permitting us to sell accounts receivable to banks on a non-recourse basis in the ordinary course of business. The aggregate maximum capacity utilized at any time during the period ended December 31, 2021 and 2022 was $7.1 million and $33.0 million, respectively.
As of December 31, 2022 and 2023, we have a revolving accounts receivable-based facility of $100.0 million and $75.0 million, respectively, permitting us to sell accounts receivable to banks on a non-recourse basis in the ordinary course of business.
The decrease in interest expense was largely due to the repayment of our $350 million aggregate principal amount of 3.70% senior notes issued in March 2017.
This increase was partially offset by lower interest expense in 2023 compared to 2022 due to the repayment in April 2022 of our $350 million aggregate principal amount of 3.70% senior notes issued in March 2017.
AOI for “Others” in the table ab ove primarily represents the impact of foreign exchange fluctuations, adjustment of allowances for credit losses and over- or under-absorption of overheads, none of which is allocated to any individual segment for management's internal reporting purposes.
AOI for “Others” in the table above primarily represents the adjustment of allowances for credit losses and over- or under-absorption of overheads, none of which is allocated to any individual segment for management's internal reporting purposes. 56 AOI for "Business held for sale" in the table above primarily represents the loss attributable to a business previously classified as held for sale.
Results of Operations For a discussion of our results of operations for the year ended December 31, 2020, including a year-to-year comparison between 2021 and 2020, refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2021.
Due to rounding, the numbers presented in the tables included in this Item 7—“Management’s Discussion and Analysis of Financial Condition and Results of Operations” may not add up precisely to the totals provided. 51 Results of Operations For a discussion of our results of operations for the year ended December 31, 2021, including a year-to-year comparison between 2022 and 2021, refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2022.
For additional information, see Note 8—“Assets and liabilities held for sale” and Note 10—“Goodwill and intangible assets” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” • Operating lease right-of-use assets decreased by $72.2 million The decrease in operating lease right-of-use assets is due to an amortization and impairment charge on right-of-use assets as part of a restructuring we undertook in 2022, partially offset by additions and modifications in 2022.
For additional information, see Note 10—“Goodwill and intangible assets” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” • Operating lease right-of-use assets decreased by $12.2 million The decrease in operating lease right-of-use assets is due to amortization, partially offset by assets recognized due to leases entered into in 2023.
On each of March 19, 2021, June 23, 2021, September 24, 2021 and December 22, 2021, we paid dividends of $0.1075 per share, amounting to $20.1 million, $20.1 million, $20.2 million, and $20.0 million in the aggregate, to shareholders of record as of March 10, 2021, June 11, 2021, September 10, 2021, and December 10, 2021, respectively.
On March 24, 2023, June 26, 2023, September 26, 2023 and December 22, 2023, we paid dividends of $0.1375 per share, amounting to $25.3 million, $25.0 million, $24.9 million and $24.8 million in the aggregate, to shareholders of record as of March 10, 2023, June 9, 2023, September 8, 2023 and December 8, 2023, respectively.
Net cash provided by operating activities was $443.7 million in 2022, down from $694.3 million in 2021.
Net cash provided by operating activities was $490.8 million in 2023, up from $443.7 million in 2022.
AOI for "Business held for sale" in the table above primarily represents the loss attributable to a business classified as held for sale. See Note 54 8—"Assets and liabilities held for sale" and Note 24—“Segment reporting” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Seasonality Our financial results may vary from period to period.
See Note 8—"Assets and liabilities held for sale" and Note 24—“Segment reporting” to our consolidated financial statements under Part IV, Item 15—“Exhibits and Financial Statement Schedules.” Seasonality Our financial results may vary from period to period. Our revenues are typically higher in the third and fourth quarters than in other quarters, as a result of several factors.