Biggest change(6) Reflects the change (decrease/(increase)) in the fair value of the retained investment securities. 48 Table of Contents Results of Operations for the Years Ended December 31, 2022, 2021 and 2020 For the year ended December 31, ($ in thousands) 2022 2021 2020 Revenue Loan production income $ 981,988 $ 2,585,807 $ 4,551,415 Loan servicing income 792,072 638,738 288,304 Change in fair value of mortgage servicing rights 284,104 (587,813) — Gain on sale of mortgage servicing rights — 1,791 (62,285) Interest income 314,462 331,770 161,160 Total revenue, net 2,372,626 2,970,293 4,938,594 Expenses Salaries, commissions and benefits 552,886 697,680 552,143 Direct loan production costs 90,369 72,952 54,459 Marketing, travel, and entertainment 74,168 62,472 20,367 Depreciation and amortization 45,235 35,098 16,820 General and administrative 179,549 133,334 98,856 Servicing costs 166,024 108,967 70,835 Amortization, impairment and pay-offs of mortgage servicing rights — — 573,118 Interest expense 305,987 304,656 167,036 Other expense/(income) 23,739 (23,107) — Total expenses 1,437,957 1,392,052 1,553,634 Earnings before income taxes 934,669 1,578,241 3,384,960 Provision for income taxes 2,811 9,841 2,450 Net income 931,858 1,568,400 3,382,510 Net income attributable to non-controlling interest 890,143 1,469,955 N/A Net income attributable to UWM Holdings Corporation $ 41,715 $ 98,445 N/A 49 Table of Contents Loan production income The table below provides details of the composition of our loan production for each of the periods presented: Loan Production Data: For the year ended December 31, ($ in thousands) 2022 2021 2020 Loan origination volume by type Purchase: Conventional $ 62,274,030 $ 63,026,794 $ 33,717,939 Government 23,773,422 14,833,808 8,619,874 Jumbo and other 4,782,879 9,395,143 583,299 Total purchase $ 90,830,331 $ 87,255,745 $ 42,921,112 Refinance: Conventional $ 27,059,252 $ 120,152,065 $ 119,807,647 Government 7,834,636 12,034,583 18,921,473 Jumbo and other 1,561,242 7,061,299 897,409 Total refinance 36,455,130 139,247,947 139,626,529 Total loan origination volume $ 127,285,461 $ 226,503,692 $ 182,547,641 Portfolio metrics Average loan amount $ 365 $ 346 $ 325 Weighted average loan-to-value ratio 79.67 % 71.68 % 71.01 % Weighted average credit score 738 750 758 Weighted average note rate 4.82 % 2.90 % 3.01 % Percentage of loans sold To GSEs 94 % 90 % 99 % To other counterparties 6 % 10 % 1 % Servicing-retained 97 % 99 % 100 % Servicing-released 3 % 1 % — % The components of loan production income for the periods presented were as follows: For the year ended December 31, Change Change % ($ in thousands) 2022 2021 Primary gain (loss) $ (1,479,762) $ (244,134) $ (1,235,628) 506.1 % Loan origination fees 278,594 477,759 (199,165) (41.7) % Provision for representation and warranty obligations (30,416) (45,301) 14,885 (32.9) % Capitalization of MSRs 2,213,572 2,397,483 (183,911) (7.7) % Loan production income $ 981,988 $ 2,585,807 $ (1,603,819) (62.0) % Gain margin (1) 0.77 % 1.14 % (0.37) % For the year ended December 31, Change Change % ($ in thousands) 2021 2020 Primary gain (loss) $ (244,134) $ 2,291,731 $ (2,535,865) (110.7) % Loan origination fees 477,759 399,996 77,763 19.4 % Provision for representation and warranty obligations (45,301) (36,510) (8,791) 24.1 % Capitalization of MSRs 2,397,483 1,896,198 501,285 26.4 % Loan production income $ 2,585,807 $ 4,551,415 $ (1,965,608) (43.2) % Gain margin (1) 1.14 % 2.49 % (1.35) % (1) Represents total loan production income divided by total loan origination volume for the applicable period.
Biggest changeResults of Operations for the Years Ended December 31, 2023, 2022 and 2021 For the year ended December 31, ($ in thousands) 2023 2022 2021 Revenue Loan production income $ 1,000,547 $ 981,988 $ 2,585,807 Loan servicing income 818,703 792,072 638,738 Change in fair value of mortgage servicing rights (854,148) 284,104 (587,813) Gain on sale of mortgage servicing rights — — 1,791 Interest income 346,225 314,462 331,770 Total revenue, net 1,311,327 2,372,626 2,970,293 Expenses Salaries, commissions and benefits 530,231 552,886 697,680 Direct loan production costs 104,262 90,369 72,952 Marketing, travel, and entertainment 84,515 74,168 62,472 Depreciation and amortization 46,146 45,235 35,098 General and administrative 170,423 179,549 133,334 Servicing costs 131,792 166,024 108,967 Interest expense 320,256 305,987 304,656 Other expense (income) (5) 23,739 (23,107) Total expenses 1,387,620 1,437,957 1,392,052 Earnings (loss) before income taxes (76,293) 934,669 1,578,241 Provision (benefit) for income taxes (6,511) 2,811 9,841 Net income (loss) (69,782) 931,858 1,568,400 Net income (loss) attributable to non-controlling interest (56,552) 890,143 1,469,955 Net income (loss) attributable to UWM Holdings Corporation $ (13,230) $ 41,715 $ 98,445 43 Table of Contents Loan production income The table below provides details of the composition of our loan production for each of the periods presented: Loan Production Data: For the year ended December 31, ($ in thousands) 2023 2022 2021 Loan origination volume by type Purchase: Conventional $ 58,833,673 $ 62,274,030 $ 63,026,794 Government 29,640,141 23,773,422 14,833,808 Jumbo and other (1) 5,381,530 4,782,879 9,395,143 Total purchase $ 93,855,344 $ 90,830,331 $ 87,255,745 Refinance: Conventional $ 7,082,401 $ 27,059,252 $ 120,152,065 Government 5,189,598 7,834,636 12,034,583 Jumbo and other (1) 2,148,540 1,561,242 7,061,299 Total refinance 14,420,539 36,455,130 139,247,947 Total loan origination volume $ 108,275,883 $ 127,285,461 $ 226,503,692 Portfolio metrics Average loan amount $ 368 $ 365 $ 346 Weighted average loan-to-value ratio 82.89 % 79.67 % 71.68 % Weighted average credit score 737 738 750 Weighted average note rate 6.65 % 4.82 % 2.90 % Percentage of loans sold To GSEs 93 % 94 % 90 % To other counterparties 7 % 6 % 10 % Servicing-retained 95 % 97 % 99 % Servicing-released 5 % 3 % 1 % (1) Comprised of non-agency jumbo products and non-qualified mortgage products, including home equity lines of credit ("HELOCs") (which in many instances are second liens) and construction loans. 44 Table of Contents The components of loan production income for the periods presented were as follows: For the year ended December 31, Change Change % ($ in thousands) 2023 2022 Primary loss $ (1,514,340) $ (1,479,762) $ (34,578) 2.3 % Loan origination fees 284,185 278,594 5,591 2.0 % Provision for representation and warranty obligations (38,676) (30,416) (8,260) 27.2 % Capitalization of MSRs 2,269,378 2,213,572 55,806 2.5 % Loan production income $ 1,000,547 $ 981,988 $ 18,559 1.9 % Gain margin (1) 0.92 % 0.77 % 0.15 % For the year ended December 31, Change Change % ($ in thousands) 2022 2021 Primary loss $ (1,479,762) $ (244,134) $ (1,235,628) 506.1 % Loan origination fees 278,594 477,759 (199,165) (41.7) % Provision for representation and warranty obligations (30,416) (45,301) 14,885 (32.9) % Capitalization of MSRs 2,213,572 2,397,483 (183,911) (7.7) % Loan production income $ 981,988 $ 2,585,807 $ (1,603,819) (62.0) % Gain margin (1) 0.77 % 1.14 % (0.37) % (1) Represents total loan production income divided by total loan origination volume for the applicable period.
On or after April 15, 2024, we may, at our option, redeem the 2029 Senior Notes in whole or in part during the twelve-month period beginning on the following dates at the following redemption prices: April 15, 2024 at 102.750%; April 15, 2025 at 101.375%; or April 15, 2026 until maturity at 100.000%, of the principal amount of the 2029 Senior Notes to be redeemed on the redemption date plus accrued and unpaid interest.
On or after April 15, 2024, we may, at our option, redeem the 2029 Senior Notes in whole or in part during the twelve-month period beginning on the following dates at the following redemption prices: April 15, 2024 at 102.750%; April 15, 2025 at 101.375%; or April 15, 2026 until maturity at 100%, of the principal amount of the 2029 Senior Notes to be redeemed on the redemption date plus accrued and unpaid interest.
On or after June 15, 2024, we may, at our option, redeem the 2027 Senior Notes in whole or in part during the twelve-month period beginning on the following dates at the following redemption prices: June 15, 2024 at 102.875%; June 15, 2025 at 101.438%; or June 15, 2026 until maturity at 100.000%, of the principal amount of the 2027 Senior Notes to be redeemed on the redemption date plus accrued and unpaid interest.
On or after June 15, 2024, we may, at our option, redeem the 2027 Senior Notes in whole or in part during the twelve-month period beginning on the following dates at the following redemption prices: June 15, 2024 at 102.875%; June 15, 2025 at 101.438%; or June 15, 2026 until maturity at 100%, of the principal amount of the 2027 Senior Notes to be redeemed on the redemption date plus accrued and unpaid interest.
For purposes of both initial and subsequent measurement, the fair value of MSRs is determined using a valuation model that calculates the present value of estimated net future servicing fee income. The model includes estimates of prepayment speeds, discount rate, cost to service, float earnings, contractual servicing income, and ancillary income and late fees, among others.
For purposes of both initial and subsequent measurement, the fair value of MSRs is determined using a valuation model that calculates the present value of estimated net future servicing income. The model includes estimates of prepayment speeds, discount rate, cost to service, float earnings, contractual servicing income, and ancillary income and late fees, among others.
Components of Operating Expenses Our operating expenses include salaries, commissions and benefits, direct loan production costs, marketing, travel and entertainment, depreciation and amortization, servicing costs, general and administrative (including professional services, occupancy and equipment), interest expense, and other expense/(income) (primarily related to the increase or decrease, respectively, in the fair value of the liability for the Public and Private Warrants, the increase or decrease, respectively, in the Tax Receivable Agreement liability, and the decrease or increase, respectively, in the fair value of retained investment securities).
Components of Operating Expenses Our operating expenses include salaries, commissions and benefits, direct loan production costs, marketing, travel and entertainment, depreciation and amortization, servicing costs, general and administrative (including professional services, occupancy and equipment), interest expense, and other expense (income) (primarily related to the increase or decrease, respectively, in the fair value of the liability for the Public and Private Warrants, the increase or decrease, respectively, in the 41 Table of Contents Tax Receivable Agreement liability, and the decrease or increase, respectively, in the fair value of retained investment securities).
We define Adjusted EBITDA as earnings bef ore interest expense on non-funding debt, provision for income taxes, depreciation and amortization, stock-based compensation expense, the change in fair value of MSRs due to valuation inputs or assumptions (for periods subsequent to the election of the fair value method accounting for MSRs - see Note 1 to the consolidated financial statements), and the impairment or recovery of MSRs (for periods prior to the election of the fair value method of accounting for MSRs), the impact of non-cash deferred compensation expense, the change in fair value of the Public and Private Warrants, the change in the Tax Receivable Agreement liability, and the change in fair value of retained investment securities.
We define Adjusted EBITDA as earnings bef ore interest expense on non-funding debt, provision for income taxes, depreciation and amortization, stock-based compensation expense, the change in fair value of MSRs due to valuation inputs or assumptions, the impact of non-cash deferred compensation expense, the change in fair value of the Public and Private Warrants, the change in the Tax Receivable Agreement liability, and the change in fair value of retained investment securities.
GAAP financial measure, to Adjusted EBITDA: For the year ended December 31, ($ in thousands) 2022 2021 2020 Net income $ 931,858 $ 1,568,400 $ 3,382,510 Interest expense on non-funding debt 132,647 86,086 28,062 Provision for income taxes 2,811 9,841 2,450 Depreciation and amortization 45,235 35,098 16,820 Stock-based compensation expense 7,545 6,467 — Change in fair value of MSRs due to valuation inputs or assumptions (1) (868,803) (286,348) — (Recovery)/Impairment of MSRs (2) — — 19,584 Deferred compensation, net (3) 7,370 21,900 4,665 Change in fair value of Public and Private Warrants (4) (7,683) (36,105) — Change in Tax Receivable Agreement liability (5) 3,200 11,937 — Change in fair value of investment securities (6) 28,222 1,061 — Adjusted EBITDA $ 282,402 $ 1,418,337 $ 3,454,091 (1) Reflects the change ((increase)/decrease) in fair value of MSRs due to changes in valuation inputs or assumptions, including discount rates and prepayment speed assumptions, primarily due to changes in market interest rates.
GAAP financial measure, to Adjusted EBITDA: 42 Table of Contents For the year ended December 31, ($ in thousands) 2023 2022 2021 Net income (loss) $ (69,782) $ 931,858 $ 1,568,400 Interest expense on non-funding debt 172,498 132,647 86,086 Provision (benefit) for income taxes (6,511) 2,811 9,841 Depreciation and amortization 46,146 45,235 35,098 Stock-based compensation expense 13,832 7,545 6,467 Change in fair value of MSRs due to valuation inputs or assumptions (1) 330,031 (868,803) (286,348) Deferred compensation, net (2) (7,938) 7,370 21,900 Change in fair value of Public and Private Warrants (3) 6,060 (7,683) (36,105) Change in Tax Receivable Agreement liability (4) (1,575) 3,200 11,937 Change in fair value of investment securities (5) (4,491) 28,222 1,061 Adjusted EBITDA $ 478,270 $ 282,402 $ 1,418,337 (1) Reflects the change ((increase)/decrease) in fair value of MSRs due to changes in valuation inputs or assumptions, including discount rates and prepayment speed assumptions, primarily due to changes in market interest rates.
For the periods presented below, our loan servicing portfolio consisted of the following: ($ in thousands) December 31, 2022 December 31, 2021 UPB of loans serviced 312,454,025 319,807,457 Number of loans serviced 967,050 1,017,027 MSR portfolio delinquency count (60+ days) as % of total 0.85 % 0.81 % Weighted average note rate 3.64 % 2.94 % Weighted average service fee 0.2862 % 0.2624 % Change in Fair Value of Mortgage Servicing Rights The change in fair value of MSRs was a net increase of $284.1 million for the year ended December 31, 2022 as compared with a net decrease of $587.8 million for the year ended December 31, 2021.
As of the dates presented below, our loan servicing portfolio of loans serviced for others consisted of the following: ($ in thousands) December 31, 2023 December 31, 2022 UPB of loans serviced $ 299,456,189 $ 312,454,025 Number of loans serviced 905,129 967,050 MSR portfolio delinquency count (60+ days) as % of total 1.15 % 0.85 % Weighted average note rate 4.43 % 3.64 % Weighted average service fee 0.3029 % 0.2862 % Change in Fair Value of Mortgage Servicing Rights The change in fair value of MSRs was a net decrease of $854.1 million for the year ended December 31, 2023 as compared with a net increase of $284.1 million for the year ended December 31, 2022.
Cash flow data for the year ended December 31, 2022, 2021 and 2020 For the year ended December 31, ($ in thousands) 2022 2021 2020 Net cash provided by (used in) operating activities $ 8,268,182 $ (9,956,963) $ 56,412 Net cash provided by investing activities 1,290,346 199,751 231,882 Net cash (used in) provided by financing activities (9,584,718) 9,264,463 802,260 Net (decrease) increase in cash and cash equivalents $ (26,190) $ (492,749) $ 1,090,554 Cash and cash equivalents at the end of the period 704,898 731,088 1,223,837 Net cash provided by operating activities Net cash provided by operating activities was $8.27 billion for the year ended December 31, 2022 compared to net cash used in operating activities of $9.96 billion for the same period in 2021.
Cash flow data for the years ended December 31, 2023, 2022 and 2021 For the year ended December 31, ($ in thousands) 2023 2022 2021 Net cash provided by (used in) operating activities $ 165,244 $ 8,268,182 $ (9,956,963) Net cash provided by investing activities 1,829,962 1,290,346 199,751 Net cash (used in) provided by financing activities (2,202,636) (9,584,718) 9,264,463 Net decrease in cash and cash equivalents $ (207,430) $ (26,190) $ (492,749) Cash and cash equivalents at the end of the period 497,468 704,898 731,088 Net cash provided by operating activities Net cash provided by operating activities was $165.2 million for the year ended December 31, 2023 compared to net cash provided by operating activities of $8.27 billion for the same period in 2022.