Biggest changeYear Ended December 31, 2022 compared with Year Ended December 31, 2021 Year Ended December 31, Change in % Change in Local Currency ($ in millions) 2022 2021 U.S. dollars Markets Advisory $ 4,415.5 4,188.7 226.8 5 % 8 % Capital Markets 2,488.2 2,620.5 (132.3) (5) (1) Work Dynamics 13,268.5 11,891.5 1,377.0 12 15 JLL Technologies 213.9 166.2 47.7 29 30 LaSalle 476.0 500.1 (24.1) (5) 1 Revenue $ 20,862.1 19,367.0 1,495.1 8 % 11 % Gross contract costs (12,549.1) (11,290.2) (1,258.9) 11 15 Net non-cash MSR and mortgage banking derivative activity (11.0) (59.3) 48.3 (81) (81) Fee revenue $ 8,302.0 8,017.5 284.5 4 % 7 % Markets Advisory 3,360.2 3,201.7 158.5 5 8 Capital Markets 2,430.2 2,513.2 (83.0) (3) — Work Dynamics 1,864.7 1,692.2 172.5 10 15 JLL Technologies 200.2 137.2 63.0 46 47 LaSalle 446.7 473.2 (26.5) (6) 1 Compensation and benefits, excluding gross contract costs $ 5,893.8 5,649.9 243.9 4 % 8 % Operating, administrative and other expenses, excluding gross contract costs 1,218.2 1,081.2 137.0 13 17 Depreciation and amortization 228.1 217.5 10.6 5 8 Restructuring and acquisition charges 104.8 84.7 20.1 24 28 Total fee-based operating expenses 7,444.9 7,033.3 411.6 6 10 Gross contract costs 12,549.1 11,290.2 1,258.9 11 15 Total operating expenses $ 19,994.0 18,323.5 1,670.5 9 % 13 % Operating income $ 868.1 1,043.5 (175.4) (17) % (15) % Equity earnings $ 51.0 209.4 (158.4) (76) % (76) % Adjusted EBITDA $ 1,247.3 1,496.5 (249.2) (17) % (14) % 47 Table of Contents Non-GAAP Financial Measures Management uses certain non-GAAP financial measures to develop budgets and forecasts, measure and reward performance against those budgets and forecasts, and enhance comparability to prior periods.
Biggest changeYear Ended December 31, 2023 compared with Year Ended December 31, 2022 Year Ended December 31, Change in % Change in Local Currency ($ in millions) 2023 2022 U.S. dollars Markets Advisory $ 4,121.6 4,415.5 (293.9) (7) % (6) % Capital Markets 1,778.0 2,488.2 (710.2) (29) (29) Work Dynamics 14,131.1 13,268.5 862.6 7 7 JLL Technologies 246.4 213.9 32.5 15 15 LaSalle 483.7 476.0 7.7 2 2 Revenue $ 20,760.8 20,862.1 (101.3) — % — % Gross contract costs (13,375.9) (12,549.1) (826.8) 7 7 Net non-cash MSR and mortgage banking derivative activity 18.2 (11.0) 29.2 (265) (266) Fee revenue $ 7,403.1 8,302.0 (898.9) (11) % (11) % Markets Advisory 2,968.0 3,360.2 (392.2) (12) (11) Capital Markets 1,748.7 2,430.2 (681.5) (28) (28) Work Dynamics 1,999.7 1,864.7 135.0 7 7 JLL Technologies 231.9 200.2 31.7 16 16 LaSalle 454.8 446.7 8.1 2 2 Compensation and benefits, excluding gross contract costs $ 5,310.4 5,893.8 (583.4) (10) % (10) % Operating, administrative and other expenses, excluding gross contract costs 1,158.9 1,218.2 (59.3) (5) (5) Depreciation and amortization 238.4 228.1 10.3 5 5 Restructuring and acquisition charges 100.7 104.8 (4.1) (4) (5) Total fee-based operating expenses 6,808.4 7,444.9 (636.5) (9) (8) Gross contract costs 13,375.9 12,549.1 826.8 7 7 Total operating expenses $ 20,184.3 19,994.0 190.3 1 % 1 % Operating income $ 576.5 868.1 (291.6) (34) % (33) % Equity (losses) earnings $ (194.1) 51.0 (245.1) (481) % (480) % Adjusted EBITDA $ 736.7 1,247.3 (510.6) (41) % (40) % Net income margin attributable to common shareholders (USD basis) 1.1 % 3.1 % (200) bps n/a Adjusted EBITDA margin (local currency basis) 10.0 % 15.0 % (500) bps (500) bps Adjusted EBITDA margin (USD basis) 10.0 % 50 Table of Contents Non-GAAP Financial Measures Management uses certain non-GAAP financial measures to develop budgets and forecasts, measure and reward performance against those budgets and forecasts, and enhance comparability to prior periods.
Our Work Dynamics business provides a broad suite of integrated services to occupiers of real estate, including facility and project management, as well as portfolio and other services. We consider "Property Management" to be services provided to non-occupying property investors and "Workplace Management" to be services provided to owner-occupiers.
Our Work Dynamics business provides a broad suite of integrated services to occupiers of real estate, including facility and project management, as well as portfolio and other services. We consider "Property Management" to be services provided to non-occupying property investors and "Workplace Management" to be services provided to facility occupiers.
Deferred Compensation Deferred compensation obligations are inclusive of amounts attributable to service conditions satisfied as of December 31, 2022, as well as service conditions expected to be satisfied in future periods. The deferred compensation plans include a provision for deferred compensation plans, predominantly in the U.S., that allow employees to defer portions of their compensation.
Deferred Compensation Deferred compensation obligations are inclusive of amounts attributable to service conditions satisfied as of December 31, 2023, as well as service conditions expected to be satisfied in future periods. The deferred compensation plans include a provision for deferred compensation plans, predominantly in the U.S., that allow employees to defer portions of their compensation.
Equity Earnings and Incentive Fees Equity earnings may vary substantially from period to period for a variety of reasons, including as a result of (i) valuation increases (decreases) on investments reported at fair value, (ii) gains (losses) on asset dispositions and (iii) impairment charges.
Equity earnings may vary substantially from period to period for a variety of reasons, including as a result of (i) valuation increases (decreases) on investments reported at fair value, (ii) gains (losses) on asset dispositions and (iii) impairment charges.
The total assets of these countries in aggregate totaled approximately 4% of our total assets as of both December 31, 2022 and 2021. Leases Our lease obligations primarily consist of operating leases of office space in various buildings for our own use as well as operating leases for equipment.
The total assets of these countries in aggregate totaled approximately 4% of our total assets as of both December 31, 2023 and 2022. Leases Our lease obligations primarily consist of operating leases of office space in various buildings for our own use as well as operating leases for equipment.
In addition, British pound and Singapore dollar expenses incurred as a result of our regional headquarters being located in London and Singapore, respectively, act as ongoing partial operational hedges against our translation exposures to those currencies. We enter into forward foreign currency exchange contracts to manage currency risks associated with intercompany loan balances.
In addition, British pound and Singapore dollar expenses incurred as a result of our regional headquarters being located in London and Singapore, respectively, act as ongoing partial operational hedges against our translation exposures to those currencies. 48 Table of Contents We enter into forward foreign currency exchange contracts to manage currency risks associated with intercompany loan balances.
The comparability of these items can be seen in Note 3, Business Segments, of the Notes to Consolidated Financial Statements, included in Item 8, and is discussed further in Segment Operating Results included herein. Foreign Currency We conduct business using a variety of currencies, but we report our results in U.S. dollars.
The comparability of these items can be seen in Note 3, Business Segments, of the Notes to Consolidated Financial Statements, included in Item 8, and is discussed further in Segment Operating Results included herein. 47 Table of Contents Foreign Currency We conduct business using a variety of currencies, but we report our results in U.S. dollars.
Refer to Note 4, Business Combinations, Goodwill and Other Intangible Assets, of the Notes to the Consolidated Financial Statements, included in Item 8, for further information on business acquisitions. Repatriation of Foreign Earnings Based on our historical experience and future business plans, we do not expect to repatriate our foreign source earnings to the U.S.
Refer to Note 4, Business Combinations, Goodwill and Other Intangible Assets, of the Notes to the Consolidated Financial Statements, included in Item 8, for further information on business acquisitions. 63 Table of Contents Repatriation of Foreign Earnings Based on our historical experience and future business plans, we do not expect to repatriate our foreign source earnings to the U.S.
We do not expect changes to our unrecognized tax benefits to have a significant impact on net 43 Table of Contents income, the financial position, or the cash flows of JLL. We do not believe we have material tax positions for which the ultimate deductibility is highly certain but for which there is uncertainty about the timing of such deductibility.
We do not expect changes to our unrecognized tax benefits to have a significant impact on net income, the financial position, or the cash flows of JLL. We do not believe we have material tax positions for which the ultimate deductibility is highly certain but for which there is uncertainty about the timing of such deductibility.
We account for these investments at fair value or under the equity method of accounting. Second, JLL Technologies invests in proptech funds and early to mid-stage companies to improve our strategic position within the real estate technology landscape, including investments through the JLL Spark Global Ventures Funds. Generally, we account for these investments at fair value.
We account for these investments at fair value or under the equity method of accounting. 45 Table of Contents Second, JLL Technologies invests in proptech funds and early to mid-stage companies to improve our strategic position within the real estate technology landscape, including investments through the JLL Spark Global Ventures Funds. We account for these investments at fair value.
Markets Advisory offers a wide range of real estate services, including agency leasing and tenant representation, property management, and advisory and consulting services. Our Capital Markets service offerings include investment sales, equity and debt advisory, loan servicing, and valuations.
Markets Advisory offers a wide range of real estate services, including agency leasing and tenant representation, property management, and advisory and consulting services. Our Capital Markets service offerings include investment sales, debt and equity advisory, value and risk advisory, and loan servicing.
The total minimum rentals to be received in the future as sublessor under noncancelable operating subleases as of December 31, 2022 was $37.3 million. Refer to Note 11, Leases, of the Notes to the Consolidated Financial Statements, included in Item 8, for further information on our lease obligations.
The total minimum rentals to be received in the future as sublessor under noncancelable operating subleases as of December 31, 2023 was $37.6 million. Refer to Note 11, Leases, of the Notes to the Consolidated Financial Statements, included in Item 8, for further information on our lease obligations.
Terms for our acquisitions have typically included cash paid at closing with provisions for additional consideration and earn-out payments subject to certain contract provisions and performance. Deferred business acquisition obligations totaled $26.2 million and $28.1 million on the Consolidated Balance Sheets as of December 31, 2022 and 2021, respectively.
Terms for our acquisitions have typically included cash paid at closing with provisions for additional consideration and earn-out payments subject to certain contract provisions and performance. Deferred business acquisition obligations totaled $13.2 million and $26.2 million on the Consolidated Balance Sheets as of December 31, 2023 and 2022, respectively.
We have historically funded pension costs as actuarially determined and as applicable laws and regulations require. We expect to contribute $7.8 million to our defined benefit pension plans in 2023. As payments to recipients are based on their retirement date, age and other factors, we cannot determine the timing of such payments with precision.
We have historically funded pension costs as actuarially determined and as applicable laws and regulations require. We expect to contribute $6.5 million to our defined benefit pension plans in 2024. As payments to recipients are based on their retirement date, age and other factors, we cannot determine the timing of such payments with precision.
The change was driven by a higher effective interest rate on our credit facilities and a year-over-year increase in the average outstanding borrowings. The average outstanding borrowings under our credit facilities increased to $1,399.1 million, with an average effective interest rate of 2.9%, in 2022, from $432.0 million, with an average effective interest rate of 0.9%, during 2021.
The change was driven by a higher effective interest rate on our credit facilities and a year-over-year increase in the average outstanding borrowings. The average outstanding borrowings under our credit facilities increased to $1,875.9 million, with an average effective interest rate of 5.9%, in 2023, from $1,399.1 million, with an average effective interest rate of 2.9%, during 2022.
Refer to Note 10, Debt in the Notes to Consolidated Financial Statements, included in Item 8, for additional information on our debt. Investment Activity As of December 31, 2022, we had a carrying value of $873.8 million in Investments, primarily related to investments by JLL Technologies in early to mid-stage proptech companies and proptech funds as well as LaSalle co-investments.
Refer to Note 10, Debt in the Notes to Consolidated Financial Statements, included in Item 8, for additional information on our debt. 62 Table of Contents Investment Activity As of December 31, 2023, we had a carrying value of $816.6 million in Investments, primarily related to investments by JLL Technologies in early to mid-stage proptech companies and proptech funds as well as LaSalle co-investments.
Net income margin attributable to common shareholders was 3.1% in 2022, down from 5.0% in the prior year. Adjusted EBITDA margin, calculated on a fee revenue basis, was 15.0% in both USD and local currency for 2022, compared with 18.7% in 2021.
Net income margin attributable to common shareholders was 1.1% in 2023, down from 3.1% in the prior year. Adjusted EBITDA margin, calculated on a fee revenue basis, was 10.0% in both USD and local currency for 2023, compared with 15.0% in 2022.
Year Ended December 31, ($ in millions) 2022 2021 Net income attributable to common shareholders $ 654.5 961.6 Add: Interest expense, net of interest income 75.2 40.1 Provision for income taxes 200.8 264.3 Depreciation and amortization (1) 225.2 217.5 EBITDA $ 1,155.7 1,483.5 Adjustments: Restructuring and acquisition charges 104.8 84.7 Net loss (gain) on disposition 7.5 (12.4) Net non-cash MSR and mortgage banking derivative activity (11.0) (59.3) Interest on employee loans, net (9.7) — Adjusted EBITDA $ 1,247.3 1,496.5 Net income margin attributable to common shareholders 3.1 % 5.0 % Adjusted EBITDA margin 15.0 % 18.7 % (1) This adjustment excludes the noncontrolling interest portion of amortization of acquisition-related intangibles which is not attributable to common shareholders. 49 Table of Contents In discussing our operating results, we report Adjusted EBITDA margins and refer to percentage changes in local currency, unless otherwise noted.
Year Ended December 31, (in millions) 2023 2022 Net income attributable to common shareholders $ 225.4 654.5 Add: Interest expense, net of interest income 135.4 75.2 Income tax provision 25.7 200.8 Depreciation and amortization (1) 234.4 225.2 EBITDA $ 620.9 1,155.7 Adjustments: Restructuring and acquisition charges 100.7 104.8 Net loss on disposition 0.5 7.5 Net non-cash MSR and mortgage banking derivative activity 18.2 (11.0) Interest on employee loans, net (3.6) (9.7) Adjusted EBITDA $ 736.7 1,247.3 (1) This adjustment excludes the noncontrolling interest portion of amortization of acquisition-related intangibles which is not attributable to common shareholders. 52 Table of Contents In discussing our operating results, we report Adjusted EBITDA margins and refer to percentage changes in local currency, unless otherwise noted.
Alternatively, we reduce valuation allowances upon (i) specific indications the carrying value of the related tax asset is more-likely-than-not recoverable or (ii) the implementation of tax planning strategies which allow an asset we previously determined to be not realizable to be viewed as realizable. The table below summarizes certain information regarding the gross deferred tax assets and valuation allowance.
Alternatively, we reduce valuation allowances upon (i) specific indications the carrying value of the related tax asset is more-likely-than-not recoverable or (ii) the implementation of tax planning strategies which allow an asset we previously determined to be not realizable to be viewed as realizable.
Had euro-to-U.S. dollar exchange rates been 10% higher throughout the course of 2022, we estimate our reported operating income would have increased by $6.1 million.
Had euro-to-U.S. dollar exchange rates been 10% higher throughout the course of 2023, we estimate our reported operating income would have decreased by $0.3 million.
This included $5.7 million of payments relating to acquisitions that closed in 2022 and $18.1 million for deferred business acquisition and earn-out obligations related to acquisitions completed in prior years, which are primarily reflected in cash flows from financing activities.
This included $13.6 million of payments relating to an acquisition that closed in 2023 and $26.8 million for deferred business acquisition and earn-out obligations related to acquisitions completed in prior years, which are primarily reflected in cash flows from financing activities.
Year Ended December 31, ($ in millions) 2022 % of Total 2021 % of Total United States dollar $ 12,375.9 59.3 % $ 11,283.1 58.3 % British pound 1,575.6 7.6 1,626.6 8.4 Euro 1,535.6 7.4 1,393.3 7.2 Australian dollar 1,183.0 5.7 1,118.7 5.8 Canadian dollar 593.8 2.8 508.3 2.6 Indian rupee 591.0 2.8 508.2 2.6 Hong Kong dollar 532.3 2.6 545.6 2.8 Chinese yuan 506.0 2.4 539.1 2.8 Singapore dollar 368.4 1.8 327.4 1.7 Japanese yen 233.8 1.1 256.8 1.3 Other currencies 1,366.7 6.5 1,259.9 6.5 Total revenue $ 20,862.1 100.0 % $ 19,367.0 100.0 % Had British pound-to-U.S. dollar exchange rates been 10% higher throughout the course of 2022, we estimate our reported operating income would have increased by $10.1 million.
Year Ended December 31, ($ in millions) 2023 % of Total 2022 % of Total United States dollar $ 12,258.9 59.0 % $ 12,375.9 59.3 % British pound 1,640.0 7.9 1,575.6 7.6 Euro 1,436.1 6.9 1,535.6 7.4 Australian dollar 1,036.9 5.0 1,183.0 5.7 Indian rupee 661.4 3.2 591.0 2.8 Canadian dollar 613.8 3.0 593.8 2.8 Hong Kong dollar 544.8 2.6 532.3 2.6 Chinese yuan 480.9 2.3 506.0 2.4 Singapore dollar 425.4 2.0 368.4 1.8 Japanese yen 286.6 1.4 233.8 1.1 Other currencies 1,376.0 6.7 1,366.7 6.5 Total revenue $ 20,760.8 100.0 % $ 20,862.1 100.0 % Had British pound-to-U.S. dollar exchange rates been 10% higher throughout the course of 2023, we estimate our reported operating income would have increased by $2.2 million.
We are primarily exposed to interest rate risk on our Facility, which had a borrowing capacity of $3.35 billion as of December 31, 2022. The Facility consists of revolving credit available for working capital, investments, capital expenditures and acquisitions. We had $1,213.8 million of outstanding borrowings under the Facility as of December 31, 2022.
We are primarily exposed to interest rate risk on our Facility, which had a maximum borrowing capacity of $3.30 billion as of December 31, 2023. The Facility consists of revolving credit available for working capital, investments, capital expenditures and acquisitions. We had $610.6 million of outstanding borrowings, net of debt issuance costs, under the Facility as of December 31, 2023.
Our statutory legal entity structure generally does not mirror the way we organize, manage, and report our business operations. For example, the same legal entity may include Capital Markets, Work Dynamics and Markets Advisory businesses in a particular country. As of December 31, 2022, the amount of unrecognized tax benefits was $75.1 million.
Our statutory legal entity structure generally does not mirror the way we organize, manage, and report our business operations. 46 Table of Contents For example, the same legal entity may include Capital Markets, Work Dynamics and Markets Advisory businesses in a particular country.
As of December 31, 2022, we had the potential to make earn-out payments on 17 acquisitions subject to the achievement of certain performance conditions, representing $73.3 million accrued for potential earn-out payments, of a potential maximum of $114.6 million (undiscounted).
As of December 31, 2023, we had the potential to make earn-out payments on 14 acquisitions subject to the achievement of certain performance conditions, representing $57.5 million accrued for potential earn-out payments, of a potential maximum of $100.0 million (undiscounted).
Year ended December 31, (in millions) 2022 2021 Severance and other employment-related charges $ 44.5 14.3 Restructuring, pre-acquisition and post-acquisition charges 63.6 67.8 Fair value adjustments that resulted in a net (decrease) increase to earn-out liabilities from prior-period acquisition activity (3.3) 2.6 Total restructuring and acquisition charges $ 104.8 84.7 The increase in severance and other employment-related charges, compared with 2021, reflected notable cost mitigation actions taken across the globe in late 2022. 51 Table of Contents Interest Expense Interest expense, net of interest income, for 2022 was $75.2 million, compared to $40.1 million in 2021.
Year Ended December 31, (in millions) 2023 2022 Severance and other employment-related charges $ 62.1 44.5 Restructuring, pre-acquisition and post-acquisition charges 43.0 63.6 Fair value adjustments that resulted in a net decrease to earn-out liabilities from prior-period acquisition activity (4.4) (3.3) Restructuring and acquisition charges $ 100.7 104.8 The increase in severance and other employment-related charges, compared with 2022, reflected notable cost mitigation actions taken across the globe in 2023.
We measure deferred tax assets and liabilities using the enacted tax rates expected to apply to taxable income in the years in 42 Table of Contents which we expect those temporary differences to be recovered or settled.
We measure deferred tax assets and liabilities using the enacted tax rates expected to apply to taxable income in the years in which we expect those temporary differences to be recovered or settled. We recognize into income the effect on deferred tax assets and liabilities of a change in tax rates in the period including the enactment date.
The timing and the magnitude of these fees can vary significantly from year to year and quarter to quarter, and from region to region. 44 Table of Contents MARKET RISKS Market Risk The principal market risks we face due to the risk of loss arising from adverse changes in market rates and prices are: • Interest rates on our unsecured credit facility (the "Facility"); and • Foreign exchange risks.
MARKET RISKS Market Risk The principal market risks we face due to the risk of loss arising from adverse changes in market rates and prices are: • Interest rates on our unsecured credit facility (the "Facility"); and • Foreign exchange risks.
Year Ended December 31, (in millions) 2022 2021 Revenue $ 20,862.1 19,367.0 Adjustments: Gross contract costs (12,549.1) (11,290.2) Net non-cash MSR and mortgage banking derivative activity (11.0) (59.3) Fee revenue $ 8,302.0 8,017.5 Operating expenses $ 19,994.0 18,323.5 Less: Gross contract costs (12,549.1) (11,290.2) Fee-based operating expenses $ 7,444.9 7,033.3 Operating income $ 868.1 1,043.5 Below is (i) a reconciliation of Net income attributable to common shareholders to EBITDA and Adjusted EBITDA, (ii) the Net income margin attributable to common shareholders (measured on Revenue), and (iii) the Adjusted EBITDA margin (measured on fee-revenue and presented on a local currency basis).
Year Ended December 31, (in millions) 2023 2022 Revenue $ 20,760.8 20,862.1 Adjustments: Gross contract costs (13,375.9) (12,549.1) Net non-cash MSR and mortgage banking derivative activity 18.2 (11.0) Fee revenue $ 7,403.1 8,302.0 Operating expenses $ 20,184.3 19,994.0 Less: Gross contract costs (13,375.9) (12,549.1) Fee-based operating expenses $ 6,808.4 7,444.9 Operating income $ 576.5 868.1 Below is a reconciliation of Net income attributable to common shareholders to EBITDA and Adjusted EBITDA.
For example, in 2020 and 2021, macroeconomic conditions influenced by the COVID-19 pandemic impacted the historical seasonality of our revenue and profits. In the second half of 2022, we experienced disruption to our historical seasonality trends due to rising interest rates and widespread economic uncertainty. Inflation Our operating expenses fluctuate with our revenue and general economic conditions, including inflation.
For example, we experienced disruption to our historical seasonality trends due to rising interest rates and widespread economic uncertainty in 2022 and 2023. Inflation Our operating expenses fluctuate with our revenue and general economic conditions, including inflation.
We evaluate our segment operating performance before tax, and do not consider it meaningful to allocate tax by segment. Estimations and judgments relevant to the determination of tax expense, assets, and liabilities require analysis of the tax environment and the future profitability, for tax purposes, of local statutory legal entities rather than business segments.
Estimations and judgments relevant to the determination of tax expense, assets, and liabilities require analysis of the tax environment and the future profitability, for tax purposes, of local statutory legal entities rather than business segments.
Net Income and Adjusted EBITDA Net income attributable to common shareholders was $654.5 million for the year, or $13.27 per diluted common share, compared with $961.6 million for 2021, or $18.47 per diluted common share. Adjusted EBITDA decreased 14% from the prior year to $1,247.3 million in 2022.
Net Income and Adjusted EBITDA Net income attributable to common shareholders was $225.4 million for the year, or $4.67 per diluted common share, compared with $654.5 million for 2022, or $13.27 per diluted common share. Adjusted EBITDA decreased 40% from the prior year to $736.7 million in 2023.
Generally, the maturity of these contracts is less than 60 days. As of December 31, 2022, we had forward exchange contracts in effect with a gross notional value of $1.81 billion ($1.02 billion on a net basis).
Generally, the maturity of these contracts is less than 60 days. As of December 31, 2023, we had forward exchange contracts in effect with a gross notional value of $2.07 billion ($1.21 billion on a net basis). This corresponding net carrying gain is generally offset by a carrying loss in associated intercompany loans.
Some of the contractual terms related to the services we provide, and thus the revenue we recognize, can be complex and so requires us to make judgments about our performance obligations and the timing and extent of revenue to recognize.
Some of the contractual terms related to the services we provide, and thus the revenue we recognize, can be complex, requiring us to make judgments about our performance obligations and the timing and extent of revenue to recognize. In addition, a significant portion of our revenue represents the reimbursement of costs we incur on behalf of clients.
For dispositions, we may also incur such incremental costs during the disposition process and these costs could have an adverse impact on net income.
For dispositions, we may also incur such incremental costs during the disposition process and these costs could have an adverse impact on net income. Transaction-Based Revenues and Equity Earnings Transaction-based revenues are impacted by the size and timing of our clients' transactions.
The recognition of tax benefits, and other changes to the amounts of our unrecognized tax benefits, may occur as the result of ongoing operations, the outcomes of audits or other examinations by tax authorities, or the passing of statutes of limitations.
In situations where we believe that there may be uncertainty with respect to the recognition of tax benefits, we provide reserves for those benefits. Changes to the amounts of our unrecognized tax benefits may occur as the result of ongoing operations, the outcomes of audits or other examinations by tax authorities, or the passing of statutes of limitations.
Revenue Recognition We earn revenue from the following services (segments are bolded). • Markets Advisory ◦ Leasing ◦ Property Management ◦ Advisory, Consulting and Other • Capital Markets ◦ Investment Sales, Debt/Equity Advisory and Other ◦ Loan Servicing ◦ Valuation Advisory • Work Dynamics ◦ Workplace Management ◦ Project Management ◦ Portfolio Services and Other • JLL Technologies • LaSalle Our services are generally earned and billed in the form of transaction commissions, advisory and management fees, and incentive fees.
For additional detail regarding our critical accounting policies and estimates discussed below, see Note 2, Summary of Significant Accounting Policies, of the Notes to Consolidated Financial Statements, included in Item 8. 44 Table of Contents Revenue Recognition We earn revenue from the following services (segments are bolded). • Markets Advisory ◦ Leasing ◦ Property Management ◦ Advisory, Consulting and Other • Capital Markets ◦ Investment Sales, Debt/Equity Advisory and Other ◦ Loan Servicing ◦ Value and Risk Advisory • Work Dynamics ◦ Workplace Management ◦ Project Management ◦ Portfolio Services and Other • JLL Technologies • LaSalle Our services are generally earned and billed in the form of transaction commissions, advisory and management fees, and incentive fees.
In contrast, transaction-based businesses, notably Investment Sales and Debt Advisory within Capital Markets as well as Leasing within Markets Advisory, experienced challenges from uncertainty in interest rates and degrading economic sentiment, beginning in the third quarter and continuing through the close of 2022.
In contrast, transaction-based businesses, notably Investment Sales and Debt Advisory within Capital Markets as well as Leasing within Markets Advisory, experienced challenges from a rapid increase in interest rates and negative economic sentiment, consistent with performance starting in the second half of 2022.
In 2020, the $4.8 million gain related to the sale of a property management business in Markets Advisory. 48 Table of Contents Interest on Employee Loans, Net reflects interest accrued on employee loans less the amount of accrued interest forgiven. Certain employees (predominantly in our Leasing and Capital Markets businesses) receive cash payments structured as loans, with interest.
In 2023, we recorded a $0.5 million net loss, versus a $7.5 million net loss in 2022. 51 Table of Contents Interest on Employee Loans, Net reflects interest accrued on employee loans less the amount of accrued interest forgiven. Certain employees (predominantly in our Leasing and Capital Markets businesses) receive cash payments structured as loans, with interest.
The Facility bears a variable rate of interest that fluctuates based on market rates. Our €350.0 million face value of Euro Notes is split between €175.0 million due in June 2027 and €175.0 million due in June 2029, bearing interest at an annual rate of 1.96% and 2.21%, respectively.
Our €350.0 million face value of Euro Notes is split between €175.0 million due in June 2027 and €175.0 million due in June 2029, bearing interest at fixed annual rates of 1.96% and 2.21%, respectively. The issuance of the senior notes and Euro Notes at fixed interest rates has helped to limit our exposure to future movements in interest rates.
Acquisitions and Dispositions The timing of acquisitions may impact the comparability of our results on a year-over-year basis. Our results include incremental revenues and expenses following the completion date of an acquisition. Relating to dispositions, comparable results will include the revenues and expenses of recent dispositions and results may also include gains (losses) on the disposition.
These macroeconomic and other conditions have had, and we expect will continue to have, a significant impact on the variability of our results of operations. Acquisitions and Dispositions The timing of acquisitions may impact the comparability of our results on a year-over-year basis. Our results include incremental revenues and expenses following the completion date of an acquisition.
In conjunction with our new organizational structure described more fully in Note 3, Business Segments, of the Notes to Consolidated Financial Statements, included in Item 8, we reassessed our reporting units as of January 1, 2022, and reassigned goodwill to reflect our new segment structure using a relative fair value allocation approach.
We reassessed our reporting units as of January 1, 2022, the effective date of our current organizational structure, and reassigned goodwill to reflect our new segment structure using a relative fair value allocation approach.
This corresponding net carrying gain is generally offset by a carrying loss in associated intercompany loans. 45 Table of Contents Although we operate globally, we report our results in U.S. dollars. As a result, the strengthening or weakening of the U.S. dollar in relation to currencies we are exposed to may positively or negatively impact our reported results.
Although we operate globally, we report our results in U.S. dollars. As a result, the strengthening or weakening of the U.S. dollar in relation to currencies we are exposed to may positively or negatively impact our reported results. The following table sets forth the revenue derived from our most significant currencies.
We do not amortize goodwill; instead, we evaluate goodwill for impairment at least annually, or as events or changes in circumstances indicate the carrying value may be impaired.
Goodwill and Other Intangible Assets Consistent with the services nature of the businesses we have acquired, the largest asset on the Consolidated Balance Sheets is goodwill. We do not amortize goodwill; instead, we evaluate goodwill for impairment at least annually, or as events or changes in circumstances indicate the carrying value may be impaired.
We expect continued investments by JLL Technologies as well as strategic co-investment opportunities with our investment management clients globally as co-investment remains an important foundation to the continued growth of LaSalle's business. 68 Table of Contents We have unfunded capital commitments to investment vehicles and direct investments totaling a maximum of $349.1 million as of December 31, 2022.
In 2023 and 2022, funding of investments exceeded returns of capital by $85.7 million and $142.9 million, respectively. We expect continued investments by JLL Technologies as well as strategic co-investment opportunities with our investment management clients globally as co-investment remains an important foundation to the continued growth of LaSalle's business.
As of December 31, 2022 and 2021, we had total cash and cash equivalents of $519.3 million and $593.7 million, respectively, of which $400.8 million and $487.9 million, respectively, was held by our foreign subsidiaries. 69 Table of Contents Restricted Net Assets We face regulatory restrictions in certain countries that limit or prevent the transfer of funds to other countries or the exchange of the local currency to other currencies, however, we generally face no such restrictions with regard to the use or application of funds for ordinary course business activities within such countries.
Restricted Net Assets We face regulatory restrictions in certain countries that limit or prevent the transfer of funds to other countries or the exchange of the local currency to other currencies, however, we generally face no such restrictions with regard to the use or application of funds for ordinary course business activities within such countries.
SUMMARY OF CRITICAL ACCOUNTING POLICIES AND ESTIMATES An understanding of our accounting policies is necessary for a complete analysis of our results, financial position, liquidity and trends.
"Management's Discussion and Analysis of Financial Condition and Results of Operations" of our Annual Report on Form 10-K for the year ended December 31, 202 2 . SUMMARY OF CRITICAL ACCOUNTING POLICIES AND ESTIMATES An understanding of our accounting policies is necessary for a complete analysis of our results, financial position, liquidity and trends.
Subsequent funding rounds or changes in the companies' business strategy/outlook are indicators of a change in fair value. For all investments reported at fair value, our investment is increased or decreased each reporting period by the difference between the fair value of the investment and the carrying value as of the balance sheet date.
For all investments reported at fair value, other than such investments where the measurement alternative has been elected, our investment is increased or decreased each reporting period by the difference between the fair value of the investment and the carrying value as of the balance sheet date.
As of December 31, 2022, we had €350.0 million of Euro Notes, evenly divided between maturities of June 2027 (with a fixed interest rate of 1.96%) and June 2029 (with a fixed interest rate of 2.21%). During 2022, we used proceeds from our Facility to redeem all of our outstanding 4.4% Senior Notes due November 2022.
Year Ended December 31, ($ in millions) 2023 2022 Average outstanding borrowings $ 1,875.9 1,399.1 Average effective interest rate 5.9 % 2.9 % As of December 31, 2023, we had €350.0 million of Euro Notes, evenly divided between maturities of June 2027 (with a fixed interest rate of 1.96%) and June 2029 (with a fixed interest rate of 2.21%).
In addition, the cash outflow relating to noncontrolling interest distributions in 2022 included a $142.3 million gain by a consolidated variable interest entity in which the company held no equity interest that was also distributed during the year. The offset to this is included in cash from investing activities, specifically investment activity by less than wholly-owned entities.
In addition, the $400.0 million in proceeds associated with the issuance of senior notes was used to pay down the Facility. Cash outflow relating to noncontrolling interest distributions in 2022 included a $142.3 million gain by a consolidated variable interest entity in which the company held no equity interest that was also distributed during the year.
We evaluate our estimated effective tax rate on a quarterly basis to reflect forecast changes in our geographic mix of income and legislative actions on statutory tax rates. We provide for the effects of income taxes on interim financial statements based on our estimate of the effective tax rate for the full year.
We evaluate our estimated effective tax rate on a quarterly basis to reflect forecast changes in our geographic mix of income and legislative actions on statutory tax rates. Based on our historical experience and future business plans, we do not expect to repatriate our foreign source earnings to the U.S.
We formally assess the likelihood of being able to utilize current tax losses in the future on a country-by-country basis, commensurate with the determination of each quarter’s income tax provision. We establish or increase valuation allowances upon specific indications the carrying value of a tax asset may not be recoverable.
We have established valuation allowances against deferred tax assets where expected future taxable income does not support their realization on a more-likely-than-not basis. We formally assess the likelihood of being able to utilize current tax losses in the future on a country-by-country basis, commensurate with the determination of each quarter’s income tax provision.
We generally provide for taxes in each tax jurisdiction in which we operate based on local tax regulations and rules. Such taxes are provided on pre-tax earnings and include the provision for taxes on substantively all differences between financial statement amounts and amounts used in tax returns, excluding certain non-deductible items and permanent differences.
Such taxes are provided on pre-tax earnings and include the provision for taxes on substantively all differences between financial statement amounts and amounts used in tax returns, excluding certain non-deductible items and permanent differences. Our global effective tax rate is sensitive to the complexity of our operations as well as to changes in the mix of our geographic profitability.
We mitigate our foreign currency exchange risk principally by (i) establishing local operations in the markets we serve and (ii) invoicing customers in the same currency as the source of the costs. The impact of translating expenses incurred in foreign currencies into U.S. dollars reduces the impact of translating revenue earned in foreign currencies into U.S. dollars.
Operating in international markets means we are exposed to movements in foreign exchange rates, most significantly the British pound and the euro. We mitigate our foreign currency exchange risk principally by (i) establishing local operations in the markets we serve and (ii) invoicing customers in the same currency as the source of the costs.
We had Short-term borrowings (including financing lease obligations, overdrawn bank accounts and local overdraft facilities) of $164.2 million as of December 31, 2022, compared with $147.9 million as of December 31, 2021. In addition, we had the capacity to borrow up to an additional $52.3 million under local overdraft facilities as of December 31, 2022.
December 31, (in millions) 2023 2022 Outstanding borrowings under the Facility $ 625.0 1,225.0 Short-term borrowings 147.9 164.2 In addition to our Facility, we had the capacity to borrow up to $55.2 million under local overdraft facilities as of December 31, 2023.
Capital Expenditures Capital expenditures, excluding those made by a consolidated VIE in which we held no equity interest, were $205.8 million and $175.9 million in 2022 and 2021, respectively. Expenditures in both years were primarily related to office leasehold improvements, hardware and purchased/developed software.
Expenditures in both years were primarily related to office leasehold improvements, hardware and purchased/developed software. Investment Asset Activity of Consolidated Less Than Wholly-Owned Entities Net capital proceeds related to consolidated VIEs in which we held no equity interest were $134.8 million in 2022, as a result of a reconsideration event.
Based on our historical experience and future business plans, we do not expect to repatriate our foreign source earnings to the U.S. As of December 31, 2022, we have therefore not provided for withholding tax, dividend distribution tax, capital gains taxes, or other taxes which could arise upon such distribution.
As of December 31, 2023, we have therefore not provided for withholding tax, dividend distribution tax, capital gains taxes, or other taxes which could arise upon such distribution. We believe our policy of permanently reinvesting earnings of foreign subsidiaries does not significantly impact our liquidity.
The timing of recognition of these items may impact comparability between quarters, in any one year, or compared to a prior year. LaSalle, our investment management business, is in part compensated through incentive fees where performance of underlying funds' investments exceeds agreed-to return hurdles.
The timing of recognition of these items may impact comparability between quarters, in any one year, or compared to a prior year.
The higher expenses were primarily attributable to Markets Advisory, which represented 38% of the increase in fee-based operating expenses on a local currency basis, Work Dynamics represented 31%, Capital Markets represented 14%, JLL Technologies 12% and LaSalle 1%. Refer to segment operating results for additional detail.
The decline in fee-based operating expenses was attributable to Capital Markets, which represented 65% of the decrease on a local currency basis, Markets Advisory, which represented 46% of the decrease, and JLL Technologies, which represented 7% of the decrease. These were partially offset by Work Dynamics, which had an increase in fee-based operating expenses.
The redemption price for the notes was equal to the $275.0 million principal amount plus accrued and unpaid interest on the Notes. We will continue to use the Facility for working capital needs (including payment of accrued incentive compensation), co-investment activities, share repurchases, capital expenditures and acquisitions.
During 2023, we issued $400.0 million of Senior Notes due December 2028 with a fixed interest rate of 6.875% and used the proceeds to pay down our Facility. We will continue to use the Facility for working capital needs (including payment of accrued incentive compensation), co-investment activities, share repurchases, capital expenditures and acquisitions.
The margin expansion was attributable to the fee revenue growth described above, the impact of cost management strategies executed throughout the year, and the net impact of the expense drivers noted above. 55 Table of Contents JLL Technologies % Change Year Ended December 31, Change in in Local ($ in millions) 2022 2021 U.S. dollars Currency Revenue $ 213.9 166.2 47.7 29 % 30 % Gross contract costs (13.7) (29.0) 15.3 (53) (53) Fee revenue $ 200.2 137.2 63.0 46 % 47 % Compensation and benefits, excluding gross contract costs (1) 240.3 169.2 71.1 42 44 Operating, administrative and other expenses, excluding gross contract costs 57.4 55.4 2.0 4 4 Depreciation and amortization 15.4 10.5 4.9 47 48 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 313.1 235.1 78.0 33 35 Gross contract costs 13.7 29.0 (15.3) (53) (53) Segment operating expenses $ 326.8 264.1 62.7 24 % 25 % Equity earnings $ 46.6 140.7 (94.1) (67) % (67) % Adjusted EBITDA $ (50.9) 53.4 (104.3) (195) % (199) % (1) Included in Compensation and benefits expenses for JLL Technologies is carried interest expense related to qualifying equity earnings of the segment.
Margin expansion was driven by the Workplace Management and Project Management revenue growth and the reduction of certain expenses associated with cost management actions over the last year. 59 Table of Contents JLL Technologies % Change Year Ended December 31, Change in in Local ($ in millions) 2023 2022 U.S. dollars Currency Revenue $ 246.4 213.9 32.5 15 % 15 % Gross contract costs (14.5) (13.7) (0.8) 6 6 Fee revenue $ 231.9 200.2 31.7 16 % 16 % Compensation and benefits, excluding gross contract costs (1) 200.7 240.3 (39.6) (16) (16) Operating, administrative and other expenses, excluding gross contract costs 50.3 57.4 (7.1) (12) (12) Depreciation and amortization 15.9 15.4 0.5 3 3 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 266.9 313.1 (46.2) (15) (15) Gross contract costs 14.5 13.7 0.8 6 6 Segment operating expenses $ 281.4 326.8 (45.4) (14) % (14) % Equity (losses) earnings $ (177.0) 46.6 (223.6) (480) % (480) % Adjusted EBITDA $ (196.1) (50.9) (145.2) (285) % (286) % Adjusted EBITDA margin (local currency basis) (84.9) % (25.4) % (5,920) bps (5,950) bps Adjusted EBITDA margin (USD basis) (84.6) % (1) Included in Compensation and benefits expenses for JLL Technologies is a reduction in carried interest expense of $13.8 million for the twelve months ended December 31, 2023, and carried interest expense of $16.6 million for the twelve months ended December 31, 2022, related to Equity earnings of the segment.
In addition to the segment drivers, a net increase in Restructuring and acquisition charges in 2022 contributed to higher operating expenses in 2022 versus 2021; refer to the following table and commentary below for additional detail.
Refer to segment operating results for additional detail. 54 Table of Contents Restructuring and acquisition charges in 2023 were slightly lower than 2022; refer to the following table and commentary below for additional detail.
See Note 5, Investments, of the Notes to Consolidated Financial Statements, included in Item 8, for additional information on our investment activity. Share Repurchase and Dividend Programs In February 2022, our Board of Directors authorized an additional $1.5 billion for the repurchase of our common stock in the open market and privately negotiated transactions.
Share Repurchase and Dividend Programs In February 2022, our Board of Directors authorized an additional $1.5 billion for the repurchase of our common stock in the open market and privately negotiated transactions. As of December 31, 2023, $1,093.6 million remained authorized for repurchases under our repurchase program. The following table outlines share repurchase activity for the last two year.
The margin contraction was primarily due to the expense drivers noted above. 54 Table of Contents Work Dynamics % Change Year Ended December 31, Change in in Local ($ in millions) 2022 2021 U.S. dollars Currency Revenue $ 13,268.5 11,891.5 1,377.0 12 % 15 % Gross contract costs (11,403.8) (10,199.3) (1,204.5) 12 16 Fee Revenue $ 1,864.7 1,692.2 172.5 10 % 15 % Workplace Management 752.8 654.9 97.9 15 18 Project Management 850.7 774.2 76.5 10 15 Portfolio Services and Other 261.2 263.1 (1.9) (1) 3 Compensation and benefits, excluding gross contract costs 1,202.3 1,103.4 98.9 9 14 Operating, administrative and other expenses, excluding gross contract costs 432.9 406.8 26.1 6 12 Depreciation and amortization 71.1 66.2 4.9 7 13 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 1,706.3 1,576.4 129.9 8 13 Gross contract costs 11,403.8 10,199.3 1,204.5 12 16 Segment operating expenses $ 13,110.1 11,775.7 1,334.4 11 % 15 % Equity earnings $ 1.2 0.4 0.8 200 % 266 % Adjusted EBITDA $ 230.1 182.4 47.7 26 % 24 % The Work Dynamics revenue and fee revenue increases, compared with 2021, were driven by double-digit growth in Workplace Management and Project Management, which were broad-based across geographies.
The margin contraction was predominantly driven by the decline in Investment Sales and Debt/Equity Advisory revenue, net of lower commissions expense, as well as incentive compensation accruals, as described above. 58 Table of Contents Work Dynamics % Change Year Ended December 31, Change in in Local ($ in millions) 2023 2022 U.S. dollars Currency Revenue $ 14,131.1 13,268.5 862.6 7 % 7 % Gross contract costs (12,131.4) (11,403.8) (727.6) 6 7 Fee Revenue $ 1,999.7 1,864.7 135.0 7 % 7 % Workplace Management 806.4 752.8 53.6 7 7 Project Management 928.4 850.7 77.7 9 9 Portfolio Services and Other 264.9 261.2 3.7 1 1 Compensation and benefits, excluding gross contract costs 1,305.1 1,202.3 102.8 9 9 Operating, administrative and other expenses, excluding gross contract costs 431.6 432.9 (1.3) — — Depreciation and amortization 79.2 71.1 8.1 11 12 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 1,815.9 1,706.3 109.6 6 7 Gross contract costs 12,131.4 11,403.8 727.6 6 7 Segment operating expenses $ 13,947.3 13,110.1 837.2 6 % 7 % Equity earnings $ 1.4 1.2 0.2 17 % 17 % Adjusted EBITDA $ 264.0 230.1 33.9 15 % 14 % Adjusted EBITDA margin (local currency basis) 13.1 % 12.3 % 90 bps 80 bps Adjusted EBITDA margin (USD basis) 13.2 % Work Dynamics revenue and fee revenue growth was broad-based across service lines and geographies, led by strong performance in Workplace Management as recent wins and mandate expansions ramped up in the second half of the year.
Our revenue from outside of the U.S. approximated 41% and 42% of our total revenue for 2022 and 2021, respectively, as outlined in the table below. Operating in international markets means we are exposed to movements in foreign exchange rates, most significantly the British pound and the euro.
Foreign Exchange Foreign exchange risk is the risk we will incur economic losses due to adverse changes in foreign currency exchange rates. Our revenue from outside of the U.S. approximated 41% of our total revenue for both 2023 and 2022, as outlined in the table below.
The remaining margin decline was primarily attributable to the expense drivers noted above, partially offset by higher fee revenue. 56 Table of Contents LaSalle % Change Year Ended December 31, Change in in Local ($ in millions) 2022 2021 U.S. dollars Currency Revenue $ 476.0 500.1 (24.1) (5) % 1 % Gross contract costs (29.3) (26.9) (2.4) 9 9 Fee revenue $ 446.7 473.2 (26.5) (6) % 1 % Advisory fees 380.3 345.7 34.6 10 17 Transaction fees and other 39.8 33.6 6.2 18 27 Incentive fees 26.6 93.9 (67.3) (72) (69) Compensation and benefits, excluding gross contract costs 290.4 310.1 (19.7) (6) — Operating, administrative and other expenses, excluding gross contract costs 59.7 53.1 6.6 12 20 Depreciation and amortization 6.5 8.3 (1.8) (22) (18) Segment fee-based operating expenses (excluding restructuring and acquisition charges) 356.6 371.5 (14.9) (4) 3 Gross contract costs 29.3 26.9 2.4 9 9 Segment operating expenses $ 385.9 398.4 (12.5) (3) % 3 % Equity earnings $ 0.4 62.7 (62.3) (99) % (99) % Adjusted EBITDA $ 96.6 171.0 (74.4) (44) % (40) % Continued momentum in advisory fees more than offset lower incentive fees to drive slight top-line growth for LaSalle on a local currency basis.
The full-year margin contraction was entirely driven by the equity losses, partially offset by (i) fee revenue growth, (ii) the reduction in carried interest expense (associated with equity losses) and (iii) the reduction of certain expenses associated with cost management actions and improved operating efficiency over the last year. 60 Table of Contents LaSalle % Change Year Ended December 31, Change in in Local ($ in millions) 2023 2022 U.S. dollars Currency Revenue $ 483.7 476.0 7.7 2 % 2 % Gross contract costs (28.9) (29.3) 0.4 (1) (2) Fee revenue $ 454.8 446.7 8.1 2 % 2 % Advisory fees 377.2 380.3 (3.1) (1) — Transaction fees and other 30.1 39.8 (9.7) (24) (22) Incentive fees 47.5 26.6 20.9 79 79 Compensation and benefits, excluding gross contract costs 288.7 290.4 (1.7) (1) — Operating, administrative and other expenses, excluding gross contract costs 62.6 59.7 2.9 5 5 Depreciation and amortization 8.1 6.5 1.6 25 26 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 359.4 356.6 2.8 1 1 Gross contract costs 28.9 29.3 (0.4) (1) (2) Segment operating expenses $ 388.3 385.9 2.4 1 % 1 % Equity (losses) earnings $ (24.7) 0.4 (25.1) n.m. n.m.
The margin contraction was primarily due to the expense drivers noted above, partially offset by higher revenue. 53 Table of Contents Capital Markets % Change Year Ended December 31, Change in in Local ($ in millions) 2022 2021 U.S. dollars Currency Revenue $ 2,488.2 2,620.5 (132.3) (5) % (1) % Gross contract costs (47.0) (48.0) 1.0 (2) 7 Net non-cash MSR and mortgage banking derivative activity (11.0) (59.3) 48.3 (81) (81) Fee revenue $ 2,430.2 2,513.2 (83.0) (3) % — % Investment Sales, Debt/Equity Advisory and Other 1,906.7 2,013.2 (106.5) (5) (2) Valuation Advisory 365.6 359.8 5.8 2 9 Loan Servicing 157.9 140.2 17.7 13 13 Compensation and benefits, excluding gross contract costs 1,727.1 1,767.6 (40.5) (2) 1 Operating, administrative and other expenses, excluding gross contract costs 263.2 204.2 59.0 29 35 Depreciation and amortization 61.6 63.1 (1.5) (2) — Segment fee-based operating expenses (excluding restructuring and acquisition charges) 2,051.9 2,034.9 17.0 1 5 Gross contract costs 47.0 48.0 (1.0) (2) 7 Segment operating expenses $ 2,098.9 2,082.9 16.0 1 % 5 % Equity earnings $ 3.1 4.9 (1.8) (37) % (33) % Adjusted EBITDA $ 444.0 543.2 (99.2) (18) % (16) % On a local currency basis, higher revenues from Loan Servicing and Valuation Advisory were offset by lower Investment Sales and Debt Advisory fees, as rising interest rates and economic uncertainty adversely impacted market transaction volumes and elongated the deal-cycle time.
Adjusted EBITDA margin contraction was predominantly driven by the lower Leasing revenue (net of lower commissions) and higher incentive compensation accruals in the current year, which overshadowed the revenue growth in Property Management and benefit associated with cost management actions discussed above. 57 Table of Contents Capital Markets % Change Year Ended December 31, Change in in Local ($ in millions) 2023 2022 U.S. dollars Currency Revenue $ 1,778.0 2,488.2 (710.2) (29) % (29) % Gross contract costs (47.5) (47.0) (0.5) 1 1 Net non-cash MSR and mortgage banking derivative activity 18.2 (11.0) 29.2 (265) (266) Fee revenue $ 1,748.7 2,430.2 (681.5) (28) % (28) % Investment Sales, Debt/Equity Advisory and Other 1,245.0 1,906.7 (661.7) (35) (35) Value and Risk Advisory 351.1 365.6 (14.5) (4) (3) Loan Servicing 152.6 157.9 (5.3) (3) (3) Compensation and benefits, excluding gross contract costs 1,337.7 1,727.1 (389.4) (23) (22) Operating, administrative and other expenses, excluding gross contract costs 246.1 263.2 (17.1) (6) (6) Depreciation and amortization 65.6 61.6 4.0 6 7 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 1,649.4 2,051.9 (402.5) (20) (20) Gross contract costs 47.5 47.0 0.5 1 1 Segment operating expenses $ 1,696.9 2,098.9 (402.0) (19) % (19) % Equity earnings $ 6.7 3.1 3.6 116 % 114 % Adjusted EBITDA $ 173.1 444.0 (270.9) (61) % (61) % Adjusted EBITDA margin (local currency basis) 9.9 % 18.3 % (840) bps (840) bps Adjusted EBITDA margin (USD basis) 9.9 % Lower Capital Markets revenue and fee revenue reflected the meaningful drop in transaction volumes compared with 2022.
Refer to the LaSalle segment discussion for additional detail. Income Taxes The provision for income taxes was $200.8 million and $264.3 million for the years ended December 31, 2022 and 2021, respectively, representing effective tax rates ("ETR") of 20.2% and 21.6%, respectively.
Year Ended December 31, (in millions) 2023 2022 JLL Technologies $ (177.0) 46.6 LaSalle (24.7) 0.4 Other 7.6 4.0 Equity (losses) earnings $ (194.1) 51.0 Income Taxes The provision for income taxes was $25.7 million and $200.8 million for the years ended December 31, 2023 and 2022, respectively, representing effective tax rates ("ETR") of 10.2% and 20.2%, respectively.
In addition, our measure of segment results also excludes Restructuring and acquisition charges. 52 Table of Contents Markets Advisory % Change Year Ended December 31, Change in in Local ($ in millions) 2022 2021 U.S. dollars Currency Revenue $ 4,415.5 4,188.7 226.8 5 % 8 % Gross contract costs (1,055.3) (987.0) (68.3) 7 10 Fee revenue $ 3,360.2 3,201.7 158.5 5 % 8 % Leasing 2,736.7 2,598.5 138.2 5 7 Property Management 500.2 478.7 21.5 4 9 Advisory, Consulting and Other 123.3 124.5 (1.2) (1) 5 Compensation and benefits, excluding gross contract costs 2,433.7 2,299.6 134.1 6 8 Operating, administrative and other expenses, excluding gross contract costs 405.0 361.7 43.3 12 16 Depreciation and amortization 73.5 69.4 4.1 6 9 Segment fee-based operating expenses (excluding restructuring and acquisition charges) 2,912.2 2,730.7 181.5 7 9 Gross contract costs 1,055.3 987.0 68.3 7 10 Segment operating expenses $ 3,967.5 3,717.7 249.8 7 % 10 % Equity (losses) earnings $ (0.3) 0.7 (1.0) (143) % (138) % Adjusted EBITDA $ 527.5 546.5 (19.0) (3) % 1 % The increases in Markets Advisory revenue and fee revenue were primarily due to Leasing, where growth over a record 2021 reflected an outstanding first half of 2022 which more than offset economic challenges impacting transaction-based revenue during the second half of the year.
In addition, our measure of segment results also excludes Restructuring and acquisition charges. 56 Table of Contents Markets Advisory % Change Year Ended December 31, Change in in Local ($ in millions) 2023 2022 U.S. dollars Currency Revenue $ 4,121.6 4,415.5 (293.9) (7) % (6) % Gross contract costs (1,153.6) (1,055.3) (98.3) 9 11 Fee revenue $ 2,968.0 3,360.2 (392.2) (12) % (11) % Leasing 2,322.3 2,736.7 (414.4) (15) (15) Property Management 551.7 500.2 51.5 10 11 Advisory, Consulting and Other 94.0 123.3 (29.3) (24) (23) Compensation and benefits, excluding gross contract costs 2,178.2 2,433.7 (255.5) (10) (10) Operating, administrative and other expenses, excluding gross contract costs 368.3 405.0 (36.7) (9) (8) Depreciation and amortization 69.6 73.5 (3.9) (5) (5) Segment fee-based operating expenses (excluding restructuring and acquisition charges) 2,616.1 2,912.2 (296.1) (10) (10) Gross contract costs 1,153.6 1,055.3 98.3 9 11 Segment operating expenses $ 3,769.7 3,967.5 (197.8) (5) % (4) % Equity losses $ (0.5) (0.3) (0.2) (67) % (51) % Adjusted EBITDA $ 416.6 527.5 (110.9) (21) % (21) % Adjusted EBITDA margin (local currency basis) 14.1 % 15.7 % (170) bps (160) bps Adjusted EBITDA margin (USD basis) 14.0 % Markets Advisory top-line movements were largely driven by Leasing and reflected a decrease in average deal size and lower transaction volumes across nearly all asset classes, especially the office sector.
The following highlights the proportion of consolidated top-line growth on a local currency basis, compared with 2021, by business line segment ($ in millions). Refer to segment operating results for further detail. Operating Expenses Operating expenses increased 13% to $20.0 billion in 2022 while fee-based operating expenses were $7.4 billion in 2022, up 10% from prior year.
The following highlights Revenue and fee revenue by segment, for the current and prior year ($ in millions). Refer to segment operating results for further detail. Operating Expenses Operating expenses increased 1% to $20.2 billion in 2023 while fee-based operating expenses were $6.8 billion in 2023, down 8% from prior year.
Cash Flows from Financing Activities Financing activities used $13.1 million of cash during 2022, compared with $143.8 million used during 2021.
We discuss key drivers, along with other investing activities, individually below in further detail. Cash Flows from Financing Activities Financing activities used $374.3 million of cash during 2023, compared with $13.1 million used during 2022.
The decrease in cash provided was primarily due to (i) higher commission payments in 2022, reflecting greater payments in early 2022 for commissions earned from the strong performance in the prior-year fourth quarter as well as incremental commissions this year, attributable to the full-year Leasing growth and changes to the Capital Markets incentive compensation structure, (ii) higher annual incentive compensation payments, typically paid in the first quarter, compared with 2021, (iii) lower cash provided by earnings, and (iv) an incremental $59.0 million of cash paid for taxes.
The improvement in cash provided was primarily due to (i) improved collection of receivables (ii) $162.8 million less in cash taxes paid, (iii) lower annual incentive compensation payments, typically paid in the first quarter, compared with the prior year and (iv) lower commission payments in 2023.
Refer to Note 5, Investments, of the Notes to the Consolidated Financial Statements, included in Item 8, for further information on our consolidated VIE investments. Business Acquisitions In 2022, we paid $23.8 million for business acquisitions.
We have unfunded capital commitments to investment vehicles and direct investments totaling a maximum of $354.6 million as of December 31, 2023. See Note 5, Investments, of the Notes to Consolidated Financial Statements, included in Item 8, for additional information on our investment activity.
The net increase in AUM during the year resulted from (i) $7.6 billion of net valuation increases, (ii) $7.3 billion of acquisitions and (iii) $0.2 billion of foreign currency increases, partially offset by (iv) $7.4 billion of dispositions and withdrawals. 67 Table of Contents LIQUIDITY AND CAPITAL RESOURCES Cash Flows from Operating Activities Operating activities provided $199.9 million of cash in 2022, compared with $972.4 million provided in 2021.
The net decrease in AUM during the year resulted from (i) $5.7 billion of dispositions and withdrawals and (ii) $4.0 billion of net valuation decreases, partially offset by (iii) $4.0 billion of acquisitions and $0.5 billion of foreign currency increases. As further described in Item 1, LaSalle will refine the definition of AUM in 2024 to conform with industry standards.
We recognize into income the effect on deferred tax assets and liabilities of a change in tax rates in the period including the enactment date. Because of the global and cross-border nature of our business, our corporate tax position is complex.
Because of the global and cross-border nature of our business, our corporate tax position is complex. We generally provide for taxes in each tax jurisdiction in which we operate based on local tax regulations and rules.
Year Ended December 31, ($ in millions) 2022 % Change Revenue: At current period exchange rates $ 20,862.1 8 % Impact of change in exchange rates 708.4 n/a At comparative period exchange rates $ 21,570.5 11 % Fee revenue: At current period exchange rates $ 8,302.0 4 % Impact of change in exchange rates 282.6 n/a At comparative period exchange rates $ 8,584.6 7 % Operating income: At current period exchange rates $ 868.1 (17) % Impact of change in exchange rates 14.9 n/a At comparative period exchange rates $ 883.0 (15) % Adjusted EBITDA: At current period exchange rates $ 1,247.3 (17) % Impact of change in exchange rates 38.0 n/a At comparative period exchange rates $ 1,285.3 (14) % 50 Table of Contents Revenue Revenue and fee revenue increased 11% and 7%, respectively compared with 2021, as outstanding performance in the first half of 2022 across JLL more than offset headwinds experienced in the second half of the year.
Year Ended December 31, ($ in millions) 2023 % Change Revenue: At current period exchange rates $ 20,760.8 — % Impact of change in exchange rates 74.3 n/a At comparative period exchange rates $ 20,835.1 — % Fee revenue: At current period exchange rates $ 7,403.1 (11) % Impact of change in exchange rates 11.5 n/a At comparative period exchange rates $ 7,414.6 (11) % Operating income: At current period exchange rates $ 576.5 (34) % Impact of change in exchange rates 4.5 n/a At comparative period exchange rates $ 581.0 (33) % Adjusted EBITDA: At current period exchange rates $ 736.7 (41) % Impact of change in exchange rates 7.5 n/a At comparative period exchange rates $ 744.2 (40) % 53 Table of Contents Revenue For the full year, revenue was flat and fee revenue decreased 11% compared with the prior year, as transaction-based businesses lagged the prior year.
If interest rates were 50 basis points higher during 2022, Interest expense, net of interest income, would have been $6.7 million higher. Foreign Exchange Foreign exchange risk is the risk we will incur economic losses due to adverse changes in foreign currency exchange rates.
We assess interest rate sensitivity to estimate the potential effect of rising interest rates on our variable rate debt. If interest rates were 50 basis points higher during 2023, Interest expense, net of interest income, would have been $9.4 million higher.
More specifically, resilient annuity-based businesses delivered solid fee revenue growth as Workplace Management, within Work Dynamics, grew 18%; Property Management, within Markets Advisory, grew 9%; and LaSalle advisory fees grew 17%.
Resilient businesses, collectively, delivered 5% growth for the full year, as Property Management, within Markets Advisory, grew 11%; Workplace Management, within Work Dynamics, grew 7%; and JLL Technologies grew 16%.
Although actual amounts may differ from such estimated amounts, we believe such differences are not likely to be material. For additional detail regarding our critical accounting policies and estimates discussed below, see Note 2, Summary of Significant Accounting Policies, of the Notes to Consolidated Financial Statements, included in Item 8.
Although actual amounts may differ from such estimated amounts, we believe such differences are not likely to be material.
In addition, the consolidated margin, and all segment margins, reflected comparatively lower annual incentive compensation accruals this year due to business performance. Segment Operating Results Effective January 1, 2022, we manage and report our operations as five business segments: Markets Advisory, Capital Markets, Work Dynamics, JLL Technologies, and LaSalle.
Partially offsetting these items were margin accretive drivers including resilient revenue growth and the benefit of cost reduction actions executed in the last year. 55 Table of Contents Segment Operating Results We manage and report our operations as five business segments: Markets Advisory, Capital Markets, Work Dynamics, JLL Technologies and LaSalle.