Biggest changeThe following table sets forth items derived from our Consolidated Statements of Operations for the years ended December 31, 2022 and 2021 (in millions): Year Ended December 31, 2022 2021 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 3,481.1 $ 3,185.4 9 % 12 % Leasing 2,083.7 1,843.4 13 % 15 % Capital markets 1,187.8 1,350.2 (12) % (10) % Valuation and other 495.5 512.1 (3) % 2 % Total service line fee revenue (1) 7,248.1 6,891.1 5 % 8 % Gross contract reimbursables (2) 2,857.6 2,497.6 14 % 16 % Total revenue $ 10,105.7 $ 9,388.7 8 % 10 % Costs and expenses: Cost of services provided to clients $ 5,295.9 $ 4,950.8 7 % 10 % Cost of gross contract reimbursables 2,857.6 2,497.6 14 % 16 % Total costs of services 8,153.5 7,448.4 9 % 12 % Operating, administrative and other 1,261.3 1,226.7 3 % 6 % Depreciation and amortization 146.9 172.1 (15) % (13) % Restructuring, impairment and related charges 8.9 44.5 (80) % (79) % Total costs and expenses 9,570.6 8,891.7 8 % 10 % Operating income 535.1 497.0 8 % 9 % Interest expense, net of interest income (193.1) (179.5) 8 % 10 % Earnings from equity method investments 85.0 21.2 n.m. n.m.
Biggest changeWe exclude such losses from the calculation of Adjusted EBITDA to improve the comparability of our operating results for the current period to prior and future periods. 36 Table of Contents Results of Operations In accordance with Item 303 of Regulation S-K, the Company has excluded the discussion of 2021 results in “Management’s Discussion and Analysis of Financial Condition and Results of Operations,” as this discussion can be found in our 2022 Annual Report on Form 10-K filed with the SEC under “Management’s Discussion and Analysis of Financial Condition and Results of Operations.” The following table sets forth items derived from our Consolidated Statements of Operations for the years ended December 31, 2023 and 2022 (in millions): Year Ended December 31, 2023 2022 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 3,573.0 $ 3,481.1 3 % 3 % Leasing 1,826.7 2,083.7 (12) % (12) % Capital markets 695.0 1,187.8 (41) % (41) % Valuation and other 436.7 495.5 (12) % (11) % Total service line fee revenue (1) 6,531.4 7,248.1 (10) % (10) % Gross contract reimbursables (2) 2,962.3 2,857.6 4 % 4 % Total revenue $ 9,493.7 $ 10,105.7 (6) % (6) % Costs and expenses: Cost of services provided to clients $ 4,879.3 $ 5,295.9 (8) % (8) % Cost of gross contract reimbursables 2,962.3 2,857.6 4 % 4 % Total costs of services 7,841.6 8,153.5 (4) % (4) % Operating, administrative and other 1,262.8 1,261.3 0 % 0 % Depreciation and amortization 145.6 146.9 (1) % (1) % Restructuring, impairment and related charges 38.1 8.9 n.m. n.m.
The carrying values of deferred income tax assets and liabilities reflect the application of our income tax accounting policies and are based on management’s assumptions and estimates about future operating results and levels of taxable income, and judgments regarding the interpretation of the provisions of current accounting principles.
The carrying values of deferred tax assets and liabilities reflect the application of our income tax accounting policies and are based on management’s assumptions and estimates about future operating results and levels of taxable income, and judgments regarding the interpretation of the provisions of current accounting principles.
In order to assist our investors and improve comparability of results, we present the year-over-year changes in certain of our non-GAAP financial measures, such as Fee-based operating expenses and Adjusted EBITDA, in "local" currency. The local currency change represents the year-over-year change assuming no movement in foreign exchange rates from the prior year.
In order to assist our investors and improve comparability of results, we present the year-over-year changes in certain of our non-GAAP financial measures, such as Fee-based operating expenses and Adjusted EBITDA, in “local” currency. The local currency change represents the year-over-year change assuming no movement in foreign exchange rates from the prior year.
If the fair value of a reporting unit is less than the carrying value, a goodwill impairment loss is recognized for the amount that the carrying amount of the RU, including goodwill, exceeds its fair value, limited to the total amount of the goodwill allocated to the reporting unit.
If the fair value of an RU is less than the carrying value, a goodwill impairment loss is recognized for the amount that the carrying amount of the RU, including goodwill, exceeds its fair value, limited to the total amount of the goodwill allocated to the reporting unit.
We believe that strategic acquisitions and partnerships will increase revenue, provide cost synergies and generate incremental income in the long term. 38 Table of Contents Seasonality A significant portion of our revenue is seasonal, especially for service lines such as Leasing and Capital markets. This impacts the comparison of our financial condition and results of operations on a quarter-by-quarter basis.
We believe that strategic acquisitions and partnerships will increase revenue, provide cost synergies and generate incremental income in the long term. 33 Table of Contents Seasonality A significant portion of our revenue is seasonal, especially for service lines such as Leasing and Capital markets. This impacts the comparison of our financial condition and results of operations on a quarter-by-quarter basis.
Generally, our industry is focused on completing transactions by calendar year-end with a significant concentration of activity in the last quarter of the calendar year while certain expenses are recognized more evenly throughout the calendar year. Historically, our revenue and operating income typically tend to be lowest in the first quarter, and highest in the fourth quarter of each year.
Generally, our industry is focused on completing transactions by calendar year-end with a high concentration of activity in the last quarter of the calendar year while certain expenses are recognized more evenly throughout the calendar year. Historically, our revenue and operating income typically tend to be lowest in the first quarter, and highest in the fourth quarter of each year.
Our level of indebtedness increases the possibility that we may be unable to pay the principal amount of our indebtedness and other obligations when due. In addition, we may incur additional debt from time to time to finance strategic acquisitions, investments, joint ventures or for other purposes, subject to the restrictions contained in the documents governing our indebtedness.
Our level of indebtedness increases the possibility that we may be unable to pay the principal amount of our indebtedness and other obligations when due. In addition, we may incur additional debt from time to time to finance strategic acquisitions, investments, or joint ventures or for other purposes, subject to the restrictions contained in the agreements governing our indebtedness.
For additional discussion on our goodwill impairment assessment, refer to Note 6: Goodwill and Other Intangible Assets in the Consolidated Financial Statements. Income Taxes Income taxes are accounted for under the asset and liability method in accordance with ASC Topic 740, Income Taxes .
For additional discussion on our goodwill impairment assessment, refer to Note 6: Goodwill and Other Intangible Assets of the Notes to the Consolidated Financial Statements. Income Taxes Income taxes are accounted for under the asset and liability method in accordance with ASC Topic 740, Income Taxes .
The seasonal nature of our operating cash flow can result in a mismatch with funding needs, which we manage using available cash on hand and, as necessary, borrowings under our revolving credit facility or A/R Securitization arrangement.
The seasonal nature of our operating cash flow can result in a mismatch with funding needs, which we manage using available cash on hand and, as necessary, borrowings under our revolving credit facility or funding from our A/R Securitization.
Our future effective tax rate is sensitive to changes in the mix of our geographic earnings, changes in local statutory tax rates, changes in the valuation of deferred taxes, or changes in tax laws or regulations, and could be adversely affected by these items.
Our future effective tax rate is sensitive to changes in the mix of our geographic earnings, changes in local statutory tax rates, changes in the valuation of deferred taxes, or changes in tax laws, regulations or accounting principles, and could be adversely affected by these items.
Factors that could cause or contribute to these differences include, but are not limited to, those identified below and those discussed in “Risk Factors” in Part I, Item 1A in this Annual Report. Our fiscal year ends December 31. With respect to presentation, all statements asserting an "increase" or "decrease" relate to changes from prior applicable periods of comparison.
Factors that could cause or contribute to these differences include, but are not limited to, those identified below and those discussed in “Risk Factors” in Part I, Item 1A in this Annual Report. Our fiscal year ends December 31. With respect to presentation, all statements asserting an “increase” or “decrease” relate to changes from prior applicable periods of comparison.
Item 7. Management's Discussion and Analysis of Financial Condition and Results of Operations The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our Consolidated Financial Statements and related notes thereto included elsewhere in this Annual Report on Form 10-K.
Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations The following discussion and analysis of our financial condition and results of operations should be read in conjunction with our Consolidated Financial Statements and related notes thereto included elsewhere in this Annual Report.
Led by an experienced executive team and driven by approximately 52,000 employees in over 400 offices and approximately 60 countries, we deliver exceptional value for real estate occupiers and owners, managing over 5.1 billion square feet of commercial real estate space globally and offering a broad suite of services through our integrated and scalable platform.
Led by an experienced executive team and driven by approximately 52,000 employees in nearly 400 offices and approximately 60 countries, we deliver exceptional value for real estate occupiers and owners, managing 6.2 billion square feet of commercial real estate space globally and offering a broad suite of services through our integrated and scalable platform.
If we incur additional debt, the risks associated with our leverage, including our ability to service our debt, would increase. See "Risk Factors" included in Item 1A. Despite our current indebtedness levels, we and our subsidiaries may still be able to incur substantially more debt, which could further exacerbate the risks associated with our substantial leverage.
If we incur additional indebtedness, the risks associated with our leverage, including our ability to service our debt, would increase. See “Risk Factors” included in Item 1A. Despite our current indebtedness levels, we and our subsidiaries may still be able to incur more debt, which could further exacerbate the risks associated with our leverage.
Acquisitions are often structured with deferred and/or contingent payments in future periods that are subject to the passage of time, achievement of certain performance metrics and/or other conditions. As of December 31, 2022, the maximum potential payment for earn-outs was $32.8 million, subject to the achievement of certain performance conditions.
Acquisitions are often structured with deferred and/or contingent payments in future periods that are subject to the passage of time, achievement of certain performance metrics and/or other conditions. As of December 31, 2023, the maximum potential payment for earn-outs was $28.6 million, subject to the achievement of certain performance conditions.
For segment reporting, Service line fee revenue represents revenue for fees generated from each of our of service lines. Gross contract reimbursables reflect revenue paid by clients which have substantially no margin.
For segment reporting, Service line fee revenue represents revenue for fees generated from each of our service lines. Gross contract reimbursables reflects revenue from clients which have substantially no margin.
The final amount of related payments cannot be determined due to their nature as estimates or outcomes having connection to future events. As of December 31, 2022, we had accrued total deferred consideration and contingent earn-outs payable of $10.1 million in Accounts payable and accrued expenses and $43.7 million in Other non-current liabilities in the accompanying Consolidated Balance Sheets.
The final amount of related payments cannot be determined due to their nature as estimates or outcomes having connection to future events. As of December 31, 2023, we had accrued total deferred consideration and contingent earn-outs payable of $13.8 million in Accounts payable and accrued expenses and $27.0 million in Other non-current liabilities in the accompanying Consolidated Balance Sheets.
Macroeconomic Trends and Uncertainty Demand for our services is largely dependent on the relative strength of the global and regional commercial real estate markets, which are highly sensitive to general macroeconomic conditions and the ability of market participants to access liquidity in the capital and credit markets.
Macroeconomic Trends and Uncertainty Demand for our services is largely dependent on the relative strength of the global and regional commercial real estate markets, which are highly sensitive to general macroeconomic conditions and the ability of market participants to access credit and the capital markets. There continues to be significant macroeconomic uncertainty in many markets around the world.
While macroeconomic challenges and geopolitical uncertainty are present, we believe that we have maintained sufficient liquidity to satisfy our working capital and other funding requirements, including capital expenditures, and expenditures for human capital and contractual obligations, with operating cash flow and, as necessary, cash on hand and borrowings under our revolving credit facility.
While macroeconomic challenges and uncertainty continue to be present, we believe that we have maintained sufficient liquidity to satisfy our working capital and other funding requirements, including capital expenditures, and expenditures for human capital and contractual obligations, with operating cash flow and cash on hand and, as necessary, borrowings under our revolving credit facility or funding from our A/R Securitization.
As of December 31, 2022 the Company had operating lease obligations of $496.7 million, with $124.4 million due within 12 months. Refer to Note 15: Leases of the Notes to the Consolidated Financial Statements for further discussion. Defined benefit plan obligations.
As of December 31, 2023, the Company had operating lease obligations of $489.8 million, with $130.4 million due within 12 months. Refer to Note 15: Leases of the Notes to the Consolidated Financial Statements for further discussion. Defined benefit plan obligations.
Adjusted EBITDA $ 106.0 $ 117.9 (10) % 3 % n.m. not meaningful (1) Service line fee revenue represents revenue for fees generated from each of our service lines. (2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.
Adjusted EBITDA $ 63.1 $ 77.3 (18) % (15) % n.m. not meaningful (1) Service line fee revenue represents revenue for fees generated from each of our service lines. (2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.
See "Use of Non-GAAP Financial Measures" and "Results of Operations" below. 39 Table of Contents Use of Non-GAAP Financial Measures We have used the following measures, which are considered "non-GAAP financial measures" under SEC guidelines: i. Segment operating expenses and Fee-based operating expenses; ii. Adjusted earnings before interest, taxes, depreciation and amortization ("Adjusted EBITDA") and Adjusted EBITDA margin; and iii.
See “Use of Non-GAAP Financial Measures” and “Results of Operations” below. 34 Table of Contents Use of Non-GAAP Financial Measures We have used the following measures, which are considered “non-GAAP financial measures” under SEC guidelines: i. Adjusted earnings before interest, taxes, depreciation and amortization (“Adjusted EBITDA”) and Adjusted EBITDA margin; ii. Segment operating expenses and Fee-based operating expenses; and iii.
Income tax liabilities . As of December 31, 2022, our current and non-current tax liabilities, including interest and penalties, totaled $70.9 million. Of this amount, we can reasonably estimate that $33.1 million will require cash settlement in less than one year.
Income tax liabilities . As of December 31, 2023, our current and non-current tax liabilities, including interest and penalties, totaled $48.5 million. Of this amount, we can reasonably estimate that $20.8 million will require cash settlement in less than one year.
The Company believes that they are useful to investors for the additional purposes described below. Segment operating expenses and Fee-based operating expenses: Consistent with GAAP, reimbursed costs for certain customer contracts are presented on a gross basis in both revenue and operating expenses for which the Company recognizes substantially no margin.
Segment operating expenses and Fee-based operating expenses: Consistent with GAAP, reimbursed costs for certain customer contracts are presented on a gross basis in both revenue and operating expenses for which the Company recognizes substantially no margin.
Adjusted EBITDA margin, measured against service line fee revenue, of 12.4% for the year ended December 31, 2022 decreased 46 basis points compared to 12.9% in the year ended December 31, 2021. Segment Operations We report our operations through the following segments: (1) Americas, (2) Europe, Middle East and Africa ("EMEA") and (3) Asia Pacific ("APAC").
Adjusted EBITDA margin, measured against service line fee revenue, of 8.7% for the year ended December 31, 2023 decreased 367 basis points compared to 12.4% in the year ended December 31, 2022. Segment Operations We report our operations through the following segments: (1) Americas, (2) EMEA and (3) APAC.
Adjusted EBITDA also excludes the effects of financings, income tax and the non-cash accounting effects of depreciation and intangible asset amortization. Adjusted EBITDA margin, a non-GAAP measure of profitability as a percent of revenue, is measured against service line fee revenue. Local currency: In discussing our results, we refer to percentage changes in local currency.
Adjusted EBITDA also excludes the effects of financings, income tax and the non-cash accounting effects of depreciation and intangible asset amortization. Adjusted EBITDA margin, a non-GAAP measure of profitability as a percent of revenue, is measured against service line fee revenue.
Investing Activities We used $120.7 million in cash for investing activities during the year ended December 31, 2022, which primarily reflects capital expenditures of $50.7 million, acquisitions of $32.8 million and investments in equity securities of $26.4 million in line with our multi-year growth strategy.
Cash used in investing activity during the year ended December 31, 2022 primarily reflects our capital expenditures of $50.7 million, acquisitions of $32.8 million and investments in equity securities of $26.4 million.
(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin. Americas: Year ended December 31, 2022 compared to year ended December 31, 2021 Americas revenue was $7.8 billion, an increase of $735.7 million or 10% from the prior year.
(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin. Americas: Year ended December 31, 2023 compared to year ended December 31, 2022 Americas revenue for 2023 was $7.1 billion, a decrease of $622.0 million or 8% from the prior year.
We believe Fee-based operating expenses more accurately reflects the costs we incur during the course of delivering services to our clients and is more consistent with how we manage our expense base and operating margins. Adjusted EBITDA and Adjusted EBITDA margin: We have determined Adjusted EBITDA to be our primary measure of segment profitability.
Segment operating expenses includes Fee-based operating expenses and Cost of gross contract reimbursables. We believe Fee-based operating expenses more accurately reflects the costs we incur during the course of delivering services to our clients and is more consistent with how we manage our expense base and operating margins.
Goodwill Goodwill is not amortized, but rather tested for impairment at least annually, typically in the fourth quarter. The Company will test more frequently if there are indicators of impairment or whenever business and economic circumstances change, suggesting the carrying value of goodwill may not be recoverable.
The Company will test more frequently if there are indicators of impairment or whenever business and economic circumstances change, suggesting the carrying value of goodwill may not be recoverable.
(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin. APAC: Year ended December 31, 2022 compared to year ended December 31, 2021 APAC revenue was $1.3 billion, an increase of $64.3 million or 5% from the prior year.
(2) Gross contract reimbursables reflects revenue from clients which have substantially no margin. EMEA: Year ended December 31, 2023 compared to year ended December 31, 2022 EMEA revenue for 2023 was $1.0 billion, a decrease of $56.4 million or 5% from the prior year.
Provision for income taxes Provision for income taxes for 2022 was $141.6 million on earnings before income taxes of $338.0 million. For 2021, the provision for income taxes was $89.9 million on earnings before income taxes of $339.9 million.
For the year ended December 31, 2022, the provision for income taxes was $141.6 million on earnings before income taxes of $338.0 million.
Fee-based operating expenses of $962.5 million increased 14% on a local currency basis principally due to higher variable costs associated with revenue growth in our Property, facilities and project management service line.
Fee-based operating expenses of $1.0 billion increased 7% on a local currency basis principally due to higher variable costs associated with revenue growth in our Property, facilities and project management service line and higher employment costs, partially offset by our cost savings initiatives.
Refer to Note 11: Employee Benefits of the Notes to the Consolidated Financial Statements for further discussion. Deferred and earn-out obligations . Our material cash requirements require long-term liquidity to facilitate the payment of obligations related to acquisitions. For the year ended December 31, 2022, we paid $32.8 million in cash consideration for our various acquisitions, net of cash acquired.
Refer to Note 11: Employee Benefits of the Notes to the Consolidated Financial Statements for further discussion. Deferred and contingent earn-out obligations . Our material cash requirements require long-term liquidity to facilitate the payment of obligations related to acquisitions.
Highlights from full year 2022: • Revenue of $10.1 billion and service line fee revenue of $7.2 billion for the year ended December 31, 2022 increased 8% and 5%, respectively, from the year ended December 31, 2021. ◦ Leasing and Property, facilities and project management experienced continued growth, led by the Americas. ◦ Capital markets and Valuation and other declined 12% and 3%, respectively. • Net income and diluted earnings per share for the year ended December 31, 2022 were $196.4 million and $0.86, respectively. ◦ Adjusted EBITDA of $898.8 million increased 1% from the prior year. • Liquidity as of December 31, 2022 was $1.7 billion, consisting of availability on the Company's undrawn revolving credit facility of $1.1 billion and cash and cash equivalents of $0.6 billion.
Recent Developments and Outlook Highlights from full year 2023: • Revenue of $9.5 billion and service line fee revenue of $6.5 billion for the year ended December 31, 2023 decreased 6% and 10%, respectively, from the year ended December 31, 2022. ◦ Property, facilities and project management grew 3%, primarily driven by the Americas and APAC. ◦ Leasing, Capital markets and Valuation and other declined 12%, 41% and 12%, respectively. • Net loss and diluted loss per share for the year ended December 31, 2023 were $35.4 million and $0.16, respectively. ◦ Adjusted EBITDA of $570.1 million was down 37% from the year ended December 31, 2022. • Liquidity as of December 31, 2023 was $1.9 billion, consisting of availability on the Company’s undrawn revolving credit facility of $1.1 billion and cash and cash equivalents of $0.8 billion.
We have identified all significant accounting policies in Note 2: Summary of Significant Accounting Policies of the Notes to the Consolidated Financial Statements. The following are the critical accounting policies where estimates and assumptions could materially affect the application of the policies.
We have identified all significant accounting policies in Note 2: Summary of Significant Accounting Policies of the Notes to the Consolidated Financial Statements. The following are the critical accounting policies where estimates and assumptions could materially affect the application of the policies. Goodwill Goodwill is not amortized, but rather tested for impairment at least annually, typically in the fourth quarter.
These include the following: overall economic activity, volatility of the financial markets, changes in interest rates, inflation, the impact of tax and regulatory policies, the cost and availability of credit, changes in employment rates, level of commercial construction spending, demand for commercial real estate, the impact of the global COVID-19 pandemic, and the geopolitical environment including the uncertainty affecting global financial markets stemming from the Russia-Ukraine conflict.
These include the following: overall economic activity, volatility of the financial markets, changes in interest rates, inflation, pressure on the global banking system, the impact of tax and regulatory policies, the cost and availability of credit, changes in employment rates, demand for commercial real estate, and the geopolitical environment.
Our measure of segment results, Adjusted EBITDA, excludes depreciation and amortization, as well as integration and other costs related to merger, pre-IPO stock-based compensation, unrealized (gains) / losses on investments, acquisition related costs and efficiency initiatives, and other items. 44 Table of Contents Americas Results The following table summarizes our results of operations of our Americas operating segment for the years ended December 31, 2022 and 2021 (in millions): Year Ended December 31, 2022 2021 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 2,434.0 $ 2,221.9 10 % 10 % Leasing 1,669.7 1,392.8 20 % 20 % Capital markets 987.1 1,110.9 (11) % (11) % Valuation and other 198.1 193.7 2 % 3 % Total service line fee revenue (1) 5,288.9 4,919.3 8 % 8 % Gross contract reimbursables (2) 2,462.1 2,096.0 17 % 18 % Total revenue $ 7,751.0 $ 7,015.3 10 % 11 % Costs and expenses: Americas Fee-based operating expenses $ 4,650.3 $ 4,281.8 9 % 9 % Cost of gross contract reimbursables 2,462.1 2,096.0 17 % 18 % Segment operating expenses $ 7,112.4 $ 6,377.8 12 % 12 % Net income $ 202.6 $ 185.9 9 % 9 % Adjusted EBITDA $ 715.5 $ 647.0 11 % 11 % (1) Service line fee revenue represents revenue for fees generated from each of our service lines.
Our measure of segment profitability, Adjusted EBITDA, excludes the effects of financings, income taxes and depreciation and amortization, as well as unrealized loss on investments, net, integration and other costs related to merger, acquisition related costs and efficiency initiatives, cost savings initiatives, CEO transition costs, servicing liability fees and amortization, certain legal and compliance matters, and other non-recurring items. 40 Table of Contents Americas Results The following table summarizes our results of operations of our Americas operating segment for the years ended December 31, 2023 and 2022 (in millions): Year Ended December 31, 2023 2022 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 2,494.7 $ 2,434.0 2 % 3 % Leasing 1,420.9 1,669.7 (15) % (15) % Capital markets 556.5 987.1 (44) % (44) % Valuation and other 150.0 198.1 (24) % (24) % Total service line fee revenue (1) 4,622.1 5,288.9 (13) % (12) % Gross contract reimbursables (2) 2,506.9 2,462.1 2 % 2 % Total revenue $ 7,129.0 $ 7,751.0 (8) % (8) % Costs and expenses: Americas Fee-based operating expenses $ 4,237.5 $ 4,650.3 (9) % (9) % Cost of gross contract reimbursables 2,506.9 2,462.1 2 % 2 % Segment operating expenses $ 6,744.4 $ 7,112.4 (5) % (5) % Net income $ 17.8 $ 202.6 (91) % (92) % Adjusted EBITDA $ 429.6 $ 715.5 (40) % (40) % (1) Service line fee revenue represents revenue for fees generated from each of our service lines.
As of December 31, 2022, the Company had $1.7 billion of liquidity, consisting of cash and cash equivalents of $0.6 billion and our undrawn revolving credit facility of $1.1 billion. The Company's amounts outstanding under its 2018 First Lien Loan and its 2020 Notes were $2.6 billion and $0.6 billion, respectively, as of December 31, 2022.
As of December 31, 2023, the Company had $1.9 billion of liquidity, consisting of cash and cash equivalents of $0.8 billion and availability on our undrawn revolving credit facility of $1.1 billion. As of December 31, 2023, the Company’s amounts outstanding under its Term Loans, 2028 Notes and 2031 Notes were $2.2 billion, $0.6 billion and $0.4 billion, respectively.
Our business is focused on meeting the increasing demands of our clients through a comprehensive offering of services including (i) Property, facilities and project management, (ii) Leasing, (iii) Capital markets and (iv) Valuation and other services. Recent Developments and Outlook In March 2022, as a result of the Russia-Ukraine conflict, the Company transferred our Russian operations to a local operator.
Our business is focused on meeting the increasing demands of our clients through a comprehensive offering of services including (i) Property, facilities and project management, (ii) Leasing, (iii) Capital markets and (iv) Valuation and other services.
We believe that investors find this measure useful in comparing our operating performance to that of other companies in our industry because these calculations generally eliminate integration and other costs related to merger, pre-IPO stock-based compensation, unrealized (gains) / losses on investments, acquisition related costs and efficiency initiatives, and other items.
We believe that investors find this measure useful in comparing our operating performance to that of other companies in our industry because these calculations generally eliminate unrealized loss on investments, net, integration and other costs related to merger, acquisition related costs and efficiency initiatives, cost savings initiatives, CEO transition costs, servicing liability fees and amortization, certain legal and compliance matters, and other non-recurring items.
As we continue to grow our international operations, these currency fluctuations, most notably the Australian dollar, euro and British pound sterling, have the potential to positively or adversely affect our operating results measured in USD.
These currency fluctuations, most notably the Australian dollar, euro and British pound sterling, have positively and adversely affected our operating results measured in USD in the past and are likely to do so in the future.
Historical Cash Flows Year Ended December 31, Cash Flow Summary 2022 2021 Net cash provided by operating activities $ 49.1 $ 549.5 Net cash used in investing activities (120.7) (749.5) Net cash used in financing activities (79.3) (65.8) Effects of exchange rate fluctuations on cash, cash equivalents and restricted cash (20.4) (8.0) Total change in cash, cash equivalents and restricted cash $ (171.3) $ (273.8) Operating Activities We generated $49.1 million of cash from operating activities during the year ended December 31, 2022, a decrease of $500.4 million compared to the year ended December 31, 2021.
We are unable to reasonably estimate the timing of the effective settlement of tax positions for the remaining $27.7 million. 45 Table of Contents Historical Cash Flows Year Ended December 31, Cash Flow Summary 2023 2022 Net cash provided by operating activities $ 152.2 $ 49.1 Net cash provided by (used in) investing activities 48.9 (120.7) Net cash used in financing activities (120.8) (79.3) Effects of exchange rate fluctuations on cash, cash equivalents and restricted cash 1.9 (20.4) Total change in cash, cash equivalents and restricted cash $ 82.2 $ (171.3) Operating Activities We generated $152.2 million of cash from operating activities during the year ended December 31, 2023, an increase of $103.1 million compared to the year ended December 31, 2022.
EMEA: Year ended December 31, 2022 compared to year ended December 31, 2021 EMEA revenue was $1.0 billion, a decrease of $83.0 million or 7% from the prior year. Excluding the unfavorable impact of foreign currency of $124.2 million, EMEA revenue grew by 4% on a local currency basis.
APAC: Year ended December 31, 2023 compared to year ended December 31, 2022 APAC revenue for 2023 was $1.4 billion, an increase of $66.4 million or 5% from the prior year. Excluding the unfavorable impact of foreign currency of $35.6 million, APAC revenue increased 8% on a local currency basis.
For the year ended December 31, 2022, we used net working capital for operations of $538.8 million, an increase of $503.0 million compared to the year ended December 31, 2021.
For the year ended December 31, 2023, we used net working capital for operations of $124.5 million, a decrease of $414.3 million compared to the year ended December 31, 2022.
Earnings before income taxes 338.0 339.9 (1) % 1 % Provision for income taxes 141.6 89.9 58 % 61 % Net income $ 196.4 $ 250.0 (21) % (21) % Net income margin 1.9 % 2.7 % Adjusted EBITDA $ 898.8 $ 886.4 1 % 4 % Adjusted EBITDA margin (3) 12.4 % 12.9 % n.m. not meaningful (1) Service line fee revenue represents revenue for fees generated from each of our service lines.
Net (loss) income margin (0.4) % 1.9 % Adjusted EBITDA $ 570.1 $ 898.8 (37) % (37) % Adjusted EBITDA margin (3) 8.7 % 12.4 % n.m. not meaningful (1) Service line fee revenue represents revenue for fees generated from each of our service lines. (2) Gross contract reimbursables reflects revenue from clients which have substantially no margin.
On a local currency basis, Adjusted EBITDA increased 3% from the prior year. 46 Table of Contents APAC Results The following table summarizes our results of operations of our APAC operating segment for the years ended December 31, 2022 and 2021 (in millions): Year Ended December 31, 2022 2021 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 673.4 $ 593.2 14 % 20 % Leasing 180.1 204.1 (12) % (6) % Capital markets 58.6 70.5 (17) % (10) % Valuation and other 119.7 127.5 (6) % (2) % Total service line fee revenue (1) 1,031.8 995.3 4 % 10 % Gross contract reimbursables (2) 292.8 265.0 10 % 19 % Total revenue $ 1,324.6 $ 1,260.3 5 % 12 % Costs and expenses: APAC Fee-based operating expenses $ 962.5 $ 891.8 8 % 14 % Cost of gross contract reimbursables 292.8 265.0 10 % 19 % Segment operating expenses $ 1,255.3 $ 1,156.8 9 % 15 % Net income $ 18.5 $ 61.3 (70) % (62) % Adjusted EBITDA $ 77.3 $ 121.5 (36) % (32) % (1) Service line fee revenue represents revenue for fees generated from each of our service lines.
These trends were partially offset by our cost savings initiatives. 42 Table of Contents APAC Results The following table summarizes our results of operations of our APAC operating segment for the years ended December 31, 2023 and 2022 (in millions): Year Ended December 31, 2023 2022 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 706.9 $ 673.4 5 % 6 % Leasing 176.2 180.1 (2) % 2 % Capital markets 55.2 58.6 (6) % (2) % Valuation and other 112.5 119.7 (6) % (2) % Total service line fee revenue (1) 1,050.8 1,031.8 2 % 4 % Gross contract reimbursables (2) 340.2 292.8 16 % 21 % Total revenue $ 1,391.0 $ 1,324.6 5 % 8 % Costs and expenses: APAC Fee-based operating expenses $ 1,008.9 $ 962.5 5 % 7 % Cost of gross contract reimbursables 340.2 292.8 16 % 21 % Segment operating expenses $ 1,349.1 $ 1,255.3 7 % 10 % Net (loss) income $ (6.7) $ 18.5 n.m. n.m.
While the degree to which the Company will be affected by these macroeconomic challenges largely depends on the nature and duration of uncertain and unpredictable events, we believe that we are well suited to endure a shifting macroeconomic environment due to our diversification and resiliency. Refer to Part I, Item 1A. “Risk Factors” for further information.
While transactional markets remained under pressure during the year, our Property, facilities and project management service line continued to demonstrate resiliency and grew revenue by 3% over the prior year. 31 Table of Contents While the degree to which the Company will be affected by these macroeconomic challenges largely depends on the nature and duration of uncertain and unpredictable events, we believe that we are well suited to endure a shifting macroeconomic environment due to our diversification and resiliency.
(3) Adjusted EBITDA margin is measured against Total service line fee revenue. 41 Table of Contents Adjusted EBITDA is calculated as follows (in millions): Year Ended December 31, 2022 2021 Net income $ 196.4 $ 250.0 Add/(less): Depreciation and amortization 146.9 172.1 Interest expense, net of interest income 193.1 179.5 Provision for income taxes 141.6 89.9 Unrealized loss on investments, net (1) 84.2 10.4 Integration and other costs related to merger (2) 14.0 32.4 Pre-IPO stock-based compensation (3) 3.1 5.4 Acquisition related costs and efficiency initiatives (4) 93.8 140.4 Other (5) 25.7 6.3 Adjusted EBITDA $ 898.8 $ 886.4 (1) Represents net unrealized losses on fair value investments during the years ended December 31, 2022 and 2021, primarily related to our investment in WeWork, which closed during the fourth quarter of 2021.
(3) Adjusted EBITDA margin is measured against Total service line fee revenue. 37 Table of Contents Adjusted EBITDA is calculated as follows (in millions): Year Ended December 31, 2023 2022 Net (loss) income $ (35.4) $ 196.4 Add/(less): Depreciation and amortization 145.6 146.9 Interest expense, net of interest income 281.1 193.1 Provision for income taxes 5.4 141.6 Unrealized loss on investments, net 27.8 84.2 Integration and other costs related to merger 11.2 14.0 Pre-IPO stock-based compensation — 3.1 Acquisition related costs and efficiency initiatives 14.2 93.8 Cost savings initiatives 55.6 — CEO transition costs 8.3 — Servicing liability fees and amortization 11.7 7.9 Legal and compliance matters 23.0 — Other (1) 21.6 17.8 Adjusted EBITDA $ 570.1 $ 898.8 (1) For the year ended December 31, 2023, Other primarily reflects non-cash stock-based compensation expense associated with certain one-time retention awards, one-time consulting costs associated with certain legal entity reorganization projects, a loss on disposal of a business, and a one-time impairment of certain customer relationship intangible assets.
Operating, administrative and other expenses as a percentage of total revenue were 12% for 2022 compared to 13% for 2021. Restructuring, impairment and related charges Restructuring, impairment and related charges were $8.9 million, a decrease of $35.6 million compared to the year ended December 31, 2021.
Operating, administrative and other expenses as a percentage of total revenue were 13% for 2023 compared to 12% for 2022.
Our 2020 Notes bear interest at a rate of 6.75% per annum, and expected annual interest payments would be approximately $43.9 million until the notes mature in May 2028. 48 Table of Contents Lease obligations. Our lease obligations primarily consist of operating leases of office space in various buildings for our own use.
Because the 2018 Credit Agreement bears interest at a variable interest rate, the amount of expected future annual interest payments cannot be determined. Our 2028 Notes bear interest at a rate of 6.75% per annum and expected annual interest payments would be approximately $43.9 million until the notes mature in May 2028.
Below is a summary of Total costs and expenses (in millions): Year Ended December 31, 2022 2021 Americas Fee-based operating expenses $ 4,650.3 $ 4,281.8 EMEA Fee-based operating expenses 827.6 864.7 APAC Fee-based operating expenses 962.5 891.8 Cost of gross contract reimbursables 2,857.6 2,497.6 Segment operating expenses: 9,298.0 8,535.9 Depreciation and amortization 146.9 172.1 Integration and other costs related to merger (1) 14.0 32.4 Pre-IPO stock-based compensation (2) 3.1 5.4 Acquisition related costs and efficiency initiatives (3) 93.8 139.6 Other 14.8 6.3 Total costs and expenses $ 9,570.6 $ 8,891.7 (1) Integration and other costs related to merger include certain direct and incremental integration efforts.
Below is a summary of Total costs and expenses (in millions): Year Ended December 31, 2023 2022 Americas Fee-based operating expenses $ 4,237.5 $ 4,650.3 EMEA Fee-based operating expenses 779.3 827.6 APAC Fee-based operating expenses 1,008.9 962.5 Cost of gross contract reimbursables 2,962.3 2,857.6 Segment operating expenses: 8,988.0 9,298.0 Depreciation and amortization 145.6 146.9 Integration and other costs related to merger 11.2 14.0 Pre-IPO stock-based compensation — 3.1 Acquisition related costs and efficiency initiatives 14.2 93.8 Cost savings initiatives 55.6 — CEO transition costs 8.3 — Servicing liability fees and amortization 11.7 7.9 Legal and compliance matters 23.0 — Other, including foreign currency movements (1) 30.5 6.9 Total costs and expenses $ 9,288.1 $ 9,570.6 (1) For the year ended December 31, 2023, Other primarily reflects non-cash stock-based compensation expense associated with certain one-time retention awards, one-time consulting costs associated with certain legal entity reorganization projects, a one-time impairment of certain customer relationship intangible assets and the effects of movements in foreign currency.
Adjusted EBITDA of $715.5 million increased $68.5 million or 11%, and resulted in margin expansion of 38 basis points, principally driven Property, facilities and project management and Leasing growth and earnings from our equity method investment with Greystone, offset by declines in Capital markets and higher commissions expense. 45 Table of Contents EMEA Results The following table summarizes our results of operations of our EMEA operating segment for the years ended December 31, 2022 and 2021 (in millions): Year Ended December 31, 2022 2021 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 373.7 $ 370.3 1 % 14 % Leasing 233.9 246.5 (5) % 6 % Capital markets 142.1 168.8 (16) % (6) % Valuation and other 177.7 190.9 (7) % 5 % Total service line fee revenue (1) 927.4 976.5 (5) % 7 % Gross contract reimbursables (2) 102.7 136.6 (25) % (16) % Total revenue $ 1,030.1 $ 1,113.1 (7) % 4 % Costs and expenses: EMEA Fee-based operating expenses $ 827.6 $ 864.7 (4) % 7 % Cost of gross contract reimbursables 102.7 136.6 (25) % (16) % Segment operating expenses $ 930.3 $ 1,001.3 (7) % 4 % Net income (loss) $ (24.7) $ 2.8 n.m. n.m.
These trends were partially offset by our cost savings initiatives and growth in our Property, facilities and project management revenue. 41 Table of Contents EMEA Results The following table summarizes our results of operations of our EMEA operating segment for the years ended December 31, 2023 and 2022 (in millions): Year Ended December 31, 2023 2022 % Change in USD % Change in Local Currency Revenue: Property, facilities and project management $ 371.4 $ 373.7 (1) % (3) % Leasing 229.6 233.9 (2) % (5) % Capital markets 83.3 142.1 (41) % (43) % Valuation and other 174.2 177.7 (2) % (4) % Total service line fee revenue (1) 858.5 927.4 (7) % (10) % Gross contract reimbursables (2) 115.2 102.7 12 % 9 % Total revenue $ 973.7 $ 1,030.1 (5) % (8) % Costs and expenses: EMEA Fee-based operating expenses $ 779.3 $ 827.6 (6) % (8) % Cost of gross contract reimbursables 115.2 102.7 12 % 9 % Segment operating expenses $ 894.5 $ 930.3 (4) % (6) % Net loss $ (46.5) $ (24.7) 88 % 58 % Adjusted EBITDA $ 77.4 $ 106.0 (27) % (30) % (1) Service line fee revenue represents revenue for fees generated from each of our service lines.
Other (expense) income, net Other expense during the year ended December 31, 2022 of $89.0 million reflects net unrealized losses on fair value investments of $84.2 million, primarily related to our investment in WeWork, which closed during the fourth quarter of 2021, partially offset by royalty income.
Other expense, net Other expense of $12.6 million decreased $76.4 million or 86% compared to the year ended December 31, 2022, principally driven by lower net unrealized losses on our fair value investments, primarily related to our investment in WeWork.
Total costs and expenses include segment operating expenses as well as other expenses such as depreciation and amortization, integration and other costs related to merger, pre-IPO stock-based compensation, acquisition related costs and efficiency initiatives, and other items. Segment operating expenses includes Fee-based operating expenses and Cost of gross contract reimbursables.
Total costs and expenses include segment operating expenses as well as other expenses such as depreciation and amortization, integration and other costs related to merger, acquisition related costs and efficiency initiatives, cost savings initiatives, CEO transition costs, servicing liability fees and amortization, certain legal and compliance matters, and other non-recurring items.
This growth was principally driven by Property, facilities and project management and Leasing, which increased 14% and 6%, respectively, on a local currency basis, partially offset by a decline in Capital markets of 6% on a local currency basis. Capital markets declined as a result of a less constructive macroeconomic environment resulting in lower commercial real estate transaction volumes.
Revenue growth in Property, facilities and project management and Gross contract reimbursables of 6% and 21%, respectively, on a local currency basis, driven by increases in facilities management and facilities services, was partially offset by declines in Capital markets and Valuation and other revenue of 2% and 2%, respectively, on a local currency basis, primarily due to a less constructive macroeconomic environment and continued interest rate uncertainty which resulted in lower transaction volumes.
In addition, the Company recognized a loss of $13.8 million in the first quarter of 2022 related to the disposal of our operations in Russia. Comparatively, other income during the year ended December 31, 2021 of $1.2 million reflects royalty income partially offset by net unrealized losses on fair value investments of $10.4 million.
In addition, the Company recognized a loss of $13.8 million in the first quarter of 2022 related to the disposal of our operations in Russia. 39 Table of Contents Provision for income taxes Provision for income taxes for the year ended December 31, 2023 was $5.4 million on a loss before income taxes of $30.0 million.
The Company is also party to an off-balance sheet A/R Securitization arrangement whereby it continuously sells trade receivables to an unaffiliated financial institution, which has an investment limit of $200.0 million. Receivables are derecognized from our balance sheet upon sale, for which we receive cash payment and record a deferred purchase price receivable.
Receivables are derecognized from our balance sheet upon sale, for which we receive cash payment and record a deferred purchase price receivable which is realized after collection of the underlying receivables. This program also provides funding from a committed purchaser against receivables sold into the program with a maximum facility limit of $200.0 million.
Cost of gross contract reimbursables increased 14% driven by the continued stability and growth in our Property, facilities and project management service line. Total costs of services as a percentage of total revenue were 81% for 2022 compared to 79% for 2021.
Cost of services provided to clients decreased 8% principally driven by a $450.0 million decrease in commissions, as a result of lower brokerage revenue, offset by an increase of $50.0 million in sub-contractor costs. Cost of gross contract reimbursables increased 4% driven by the continued stability and growth in our Property, facilities and project management service line and cost inflation.
Property, facilities and project management revenue growth was primarily driven by growth in our project management and facilities management businesses, which also resulted in Gross contract reimbursables growth of 14%. Partially offsetting these trends were unfavorable movements in foreign currency of $218.9 million or 2.0% compared to the year ended December 31, 2021 as a result of a stronger U.S.
Partially offsetting these trends was the continued growth of our Property, facilities and project management service line, namely in our property management and facilities management businesses, and Gross contract reimbursables revenue, which were up 3% and 4%, respectively. Costs of services Costs of services of $7.8 billion decreased $311.9 million or 4% compared to the year ended December 31, 2022.
Future uncertainty or weakness in the credit markets, including as a result of any future interest rate increases, could further affect commercial real estate transaction volumes and pricing, and clients may delay real estate transaction decisions until property values settle, which could reduce the commissions and fees we earn for brokering those transactions.
Clients may continue to delay real estate transaction decisions until property values and economic conditions stabilize, which could continue to reduce the commissions and fees we earn for brokering those transactions.
Fee-based operating expenses as a percentage of Total service line fee revenue remained flat at 89% in 2022 compared to 2021. Adjusted EBITDA of $106.0 million decreased $11.9 million, primarily driven by declines in Capital markets and unfavorable foreign currency movements.
Fee-based operating expenses as a percentage of Total service line fee revenue was 92% in 2023 compared to 88% in 2022. Adjusted EBITDA of $429.6 million decreased $285.9 million or 40%, primarily driven by declines in transactions-based revenue and a decline in earnings from the Greystone JV due to lower lending volumes.
(5) During the year ended December 31, 2022, Other includes a charge of $5.0 million related to the amendment of our accounts receivable securitization (“A/R Securitization”) arrangement, as well as a loss of $13.8 million related to the disposal of operations in Russia.
For the year ended December 31, 2022, Other predominantly includes a loss of $13.8 million related to the disposal of operations in Russia, as well as one-time consulting costs associated with certain statutory reporting and legal entity reorganization projects.
As a result of the corresponding revenue mix and associated variable costs, fee-based operating expenses as a percentage of Total service line fee revenue was 93% in 2022 compared to 90% in 2021.
Fee-based operating expenses as a percentage of Total service line fee revenue was 96% in 2023 compared to 93% in 2022. Adjusted EBITDA of $63.1 million decreased $14.2 million or 18%, primarily driven by declines in transactions-based revenue, higher variable costs and employment costs, and government subsidies in the prior year.
Financing Activities We used $79.3 million in cash for financing activities during the year ended December 31, 2022, an increase of $13.5 million from the prior year primarily driven an increase in cash paid for employee related taxes in connection with the vesting of equity awards, offset by lower payments of deferred and contingent consideration. 49 Table of Contents Indebtedness Refer to Note 10: Long-Term Debt and Other Borrowings and Note 9: Derivative Financial Instruments and Hedging Activities of the Notes to the Consolidated Financial Statements for further discussion.
Financing Activities We used $120.8 million in cash for financing activities during the year ended December 31, 2023, an increase of $41.5 million from the prior year primarily driven by debt issuance costs of $65.1 million associated with the refinancing of a portion of the borrowings under our 2018 Credit Agreement in both January and August 2023 and higher deferred and contingent consideration payments, partially offset by lower net settlement of equity awards for payment of employee related taxes.
Adjusted EBITDA of $898.8 million increased by $12.4 million or 1% compared to prior year, driven by the same factors impacting Net income discussed above, with the exception of unrealized losses on fair value investments.
Adjusted EBITDA of $570.1 million decreased $328.7 million or 37% compared to prior year, driven by the same factors impacting Net loss above, with the exception of the aggregate loss on debt extinguishment and estimated losses accrued during the current period related to certain legal and compliance matters.
We believe the implied control premium determined by our impairment analysis is reasonable based upon historic data of premiums paid on actual transactions within our industry. 37 Table of Contents In 2022 and 2021, we performed our goodwill impairment evaluation over five reporting units, resulting in no impairment charges as the estimated fair value of each reporting unit exceeded its carrying value.
If our share price declines and such decline is sustained, further evaluation would be necessary and an impairment of our goodwill may result. In 2022, we performed our goodwill impairment evaluation over five reporting units, resulting in no impairment charges as the estimated fair value of each RU exceeded its carrying value.
Benefits to be paid out by our defined benefit plans will be funded from the assets held by these plans. If the assets these plans hold are not sufficient to fund these payments, we will fund the remaining obligations through available cash. We have historically funded pension costs as actuarially determined and as applicable laws and regulations require.
Benefits to be paid out by our defined benefit plans will be funded from the assets held by these plans.
Fee-based operating expenses of $4.7 billion increased 9% principally due to higher variable costs, including commissions associated with Leasing revenue growth, higher costs for materials associated with Property, facilities and project management growth, and higher employment costs.
Partially offsetting these declines was growth in Property, facilities and project management revenue and Gross contract reimbursables of 2% and 2%, respectively. Fee-based operating expenses of $4.2 billion decreased 9% principally due to lower commissions expense associated with lower brokerage revenue, as well as our cost savings initiatives.
During 2022 we extended the borrowing capacity on our revolving credit facility and in January 2023 we extended the maturity date of a portion of our 2018 First Lien Loan to January 31, 2030 as discussed above. 36 Table of Contents Critical Accounting Policies and Estimates Our Consolidated Financial Statements have been prepared in accordance with U.S. generally accepted accounting principles ("GAAP"), which requires us to make estimates and assumptions that affect reported amounts.
Refer to Part I, Item 1A. “Risk Factors” in this Annual Report for further information. Critical Accounting Policies and Estimates Our Consolidated Financial Statements have been prepared in accordance with U.S. generally accepted accounting principles (“U.S. GAAP” or “GAAP”), which requires us to make estimates and assumptions that affect reported amounts.
As a result of the corresponding revenue mix and associated variable costs, fee-based operating expenses as a percentage of Total service line fee revenue was 88% in 2022 compared to 87% in 2021.
Fee-based operating expenses of $779.3 million decreased 8% on a local currency basis principally due to lower employment costs associated with lower brokerage revenue, as well as our cost savings initiatives. Fee-based operating expenses as a percentage of Total service line fee revenue was 91% in 2023 compared to 89% in 2022.
As of December 31, 2022, the Company had no outstanding balance drawn on the investment limit. The A/R Securitization terminates on June 20, 2023, unless extended or an earlier termination event occurs. Refer to Note 19: Accounts Receivable Securitization of the Notes to the Consolidated Financial Statements for further information. Debt obligations.
As of December 31, 2023, the Company had aggregate capital outstanding under this facility of $100.0 million. This amount was repaid in full in January 2024. The A/R Securitization expires on June 19, 2026, unless extended or an earlier termination event occurs.
Operating, administrative and other Operating, administrative and other expenses of $1.3 billion increased by $34.6 million or 3% compared to the year ended December 31, 2021, primarily driven by higher salaries and wages, as well as higher technology, communication and consulting expenses.
Operating, administrative and other Operating, administrative and other expenses of $1.3 billion increased $1.5 million compared to the year ended December 31, 2022, principally driven by an increase in stock-based compensation expense of $15.4 million, primarily as a result of the accelerated expense associated with our 2023 CEO transition and new awards granted during 2023, and an increase of $23.0 million in technology and other miscellaneous costs, offset by a decrease of approximately $40.0 million in consulting expenses.
In addition, as discussed above, in January 2023, we extended the maturity date of $1.0 billion of our $2.6 billion 2018 First Lien Loan to January 31, 2030. As a professional services firm, funding our operating activities is not capital intensive. Total capital expenditures for the year ended December 31, 2022 were $50.7 million.
During 2023, the Company extended the maturity date of the majority of our Term Loans to January 2030. Subsequent to these refinancings, $192.9 million of our total borrowings remains due in 2025; all other borrowings are due between 2027 and 2031. As a professional services firm, funding our operating activities is not capital intensive.
On January 31, 2023, we amended the 2018 Credit Agreement to extend the maturity date of $1.0 billion of the $2.6 billion aggregate principal amount outstanding under our 2018 First Lien Loan to January 31, 2030 and such portion will bear interest, at the Company’s option, equal to either: (a) the Term SOFR, plus 0.10% (which sum is subject to a minimum floor of 0.50%), plus an applicable margin of 3.25% per annum, or (b) the Base Rate (as defined in the 2018 Credit Agreement), plus an applicable margin of 2.25% per annum.
As of December 31, 2023, the Company elected to use an annual rate equal to (i) 1-month Term SOFR, plus 0.11% (which sum is subject to a minimum floor of 0.0%), plus 2.75% for the $192.9 million remaining aggregate principal amount of the term loan due August 2025 (the “2025 Tranche”), (ii) 1-month Term SOFR, plus 0.10% (which sum is subject to a minimum floor of 0.50%), plus 3.25% for the $1.0 billion term loan due January 2030 (the “2030 Tranche-1”) and (iii) 1-month Term SOFR (subject to a minimum floor of 0.50%), plus 4.00% for the $1.0 billion term loan due January 2030 (the “2030 Tranche-2”) (the 2025 Tranche, the 2030 Tranche-1, and the 2030 Tranche-2 together make up our current Term Loans).
Earnings from equity method investments Earnings from equity method investments of $85.0 million increased by $63.8 million compared to the year ended December 31, 2021, primarily due to the earnings recognized from our equity method investment with Greystone in the Americas, which was finalized in December 2021.
Earnings from equity method investments Earnings from equity method investments of $58.1 million decreased $26.9 million compared to the year ended December 31, 2022, primarily due to a decline of $29.2 million in earnings recognized from our equity method investment in Cushman Wakefield Greystone LLC (the “Greystone JV”) due to lower transaction volumes as a result of tighter lending conditions given the volatility in interest rates.