The remaining securities included in column (a) of this table are performance and time-based restricted stock units, for which no exercise price applies. (2) This number includes a general pool of 4,600,000 shares of common stock authorized for future awards, initially authorized under the 2022 Equity Incentive Plan, plus, on or after January 1, 2023, and each January 1 st thereafter through January 1, 2032, by an amount equal to the lesser of (i) 1.75% of our outstanding common stock on a fully diluted basis as of the end of our immediately preceding fiscal year, (ii) 1,322,024 shares, and (iii) any lower amount determined by our board of directors. (3) Represents our Equity Incentive Plans. (4) We do not have any equity plans that have not been approved by our stockholders. The other information required by this Item 12 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2022. Item 13.
The remaining securities included in column (a) of this table are performance and time-based restricted stock units, for which no exercise price applies. (2) This number includes a general pool of 4,600,000 shares of common stock authorized for future awards, initially authorized under the 2022 Equity Incentive Plan, plus, on or after January 1, 2023, and each January 1 st thereafter through January 1, 2032, by an amount equal to the lesser of (i) 1.75% of our outstanding common stock on a fully diluted basis as of the end of our immediately preceding fiscal year, (ii) 1,322,024 shares, and (iii) any lower amount determined by our board of directors. (3) Represents our Equity Incentive Plans. (4) We do not have any equity plans that have not been approved by our stockholders. The other information required by this Item 12 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2023. Item 13.
These estimates change as circumstances change and changes in these estimates are recognized in income in subsequent periods. Interest Rate Lock Commitments, Mortgage Servicing Rights and Mortgage Servicing Liabilities The methods and key inputs we use to measure and update our measurements of IRLCs, MSRs and MSLs is detailed in Note 6 – Fair value – Valuation Techniques and Inputs to the consolidated financial statements included in this Annual Report. Representations and Warranties Our agreements with the purchasers and insurers include representations and warranties related to the loans we sell.
These estimates change as circumstances change and changes in these estimates are recognized in income in subsequent periods. Interest Rate Lock Commitments, Mortgage Servicing Rights and Mortgage Servicing Liabilities The methods and key inputs we use to measure and update our measurements of IRLCs, MSRs and MSLs is detailed in Note 6 – Fair value – Valuation Techniques and Inputs to the consolidated financial statements included in this Annual Report. Representations and Warranties – Loan Repurchases Our agreements with the purchasers and insurers include representations and warranties related to the loans we sell.
We also receive non-cash proceeds on sale that include our estimate of the fair value of MSRs and we incur liabilities for MSLs (which represent the fair value of the costs we expect to incur in excess of the fees we receive to service the EBO loans we have resold) and for the fair value of our estimate of the losses we expect to incur relating to the representations and warranties we provide in our loan sale transactions. 59 Table of Contents The MSRs, MSLs, and liability for representations and warranties we recognize represent our estimate of the fair value of future benefits and costs we will realize for years in the future.
We also receive non-cash proceeds on sale that include our estimate of the fair value of MSRs and we incur liabilities for MSLs (which represent the fair value of the costs we expect to incur in excess of the fees we receive to service the EBO loans we have resold) and for the fair value of our estimate of the losses we expect to incur relating to the representations and warranties we provide in our loan sale transactions. 58 Table of Contents The MSRs, MSLs, and liability for representations and warranties we recognize represent our estimate of the fair value of future benefits and costs we will realize for years in the future.
As of December 31, 2022, we believe we were in compliance in all material respects with these covenants. Many of our debt financing agreements contain a condition precedent to obtaining additional funding that requires PLS to maintain positive net income for at least one of the previous two consecutive quarters, or other similar measures.
As of December 31, 2023, we believe we were in compliance in all material respects with these covenants. Many of our debt financing agreements contain a condition precedent to obtaining additional funding that requires PLS to maintain positive net income for at least one of the previous two consecutive quarters, or other similar measures.
Significant changes in any of those inputs in isolation could result in a significant change to the loans’ fair value measurement. Mortgage Servicing Rights and Mortgage Servicing Liabilities MSRs and MSLs represent the fair value assigned to contracts that obligate us to service the mortgage loans on behalf of the owners of the mortgage loans in exchange for servicing fees and the right to collect certain ancillary income from the borrower.
Significant changes in any of those inputs in isolation could result in a significant change to the loans’ fair value measurements. Mortgage Servicing Rights and Mortgage Servicing Liabilities MSRs and MSLs represent the fair value assigned to contracts that obligate us to service the mortgage loans on behalf of the owners of the mortgage loans in exchange for servicing fees and the right to collect certain ancillary income from the borrower.
Loan servicing fees from PMT are primarily related to PMT’s MSRs and are established at monthly per-loan amounts based on whether the loan is a fixed-rate or adjustable-rate loan and the loan’s delinquency or foreclosure status as detailed in Note 4 – Transactions with Affiliates to the consolidated financial statements included in this Annual Report.
Loan servicing fees from PMT are primarily related to PMT’s MSRs and are established at monthly per-loan amounts based on whether the loan is a fixed-rate or adjustable-rate loan and the loan’s delinquency or foreclosure status as detailed in Note 4 – Transactions with Related Parties to the consolidated financial statements included in this Annual Report.
Our borrowing activities are in the form of sales of assets under agreements to repurchase, sales of mortgage loan participation purchase and sale certificates, notes payable, a capital lease and unsecured senior notes. A significant amount of our borrowings have short-term maturities and provide for advances with terms ranging from 30 days to 270 days.
Our borrowing activities are in the form of sales of assets under agreements to repurchase, sales of mortgage loan participation purchase and sale certificates, notes payable, a capital lease and unsecured senior notes. A significant amount of our borrowings have short-term maturities and provide for advances with terms ranging from 30 days to 364 days.
Certain Relationships and Related Transactions, and Director Independence The information required by this Item 13 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2022. Item 14.
Certain Relationships and Related Transactions, and Director Independence The information required by this Item 13 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2023. Item 14.
Directors, Executive Officers and Corporate Governance The information required by this Item 10 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2022. Item 11.
Directors, Executive Officers and Corporate Governance The information required by this Item 10 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2023. Item 11.
Executive Compensation The information required by this Item 11 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2022. Item 12.
Executive Compensation The information required by this Item 11 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2023. Item 12.
Our estimate of the probability that a loan will be funded and market interest rates are updated as the loans move through the funding or purchase process and as market interest rates change and may result in significant changes in our estimates of the fair value of the IRLCs.
Market interest rates and our estimate of the probability that a loan will be funded are updated as the loans move through the funding or purchase process and as market interest rates change and these updates may result in significant changes in our estimates of the fair value of the IRLCs.
The fair value risk we face is primarily attributable to interest rate risk and prepayment risk. 77 Table of Contents Interest Rate Risk Interest rate risk is highly sensitive to many factors, including governmental monetary and tax policies, domestic and international economic and political considerations, and other factors beyond our control.
The fair value risk we face is primarily attributable to interest rate risk and prepayment risk. 75 Table of Contents Interest Rate Risk Interest rate risk is highly sensitive to many factors, including governmental monetary and tax policies, domestic and international economic and political considerations, and other factors beyond our control.
In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2022, based on criteria established in Internal Control—Integrated Framework (2013) issued by COSO. We have also audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated financial statements as of and for the year ended December 31, 2022, of the Company and our report dated February 22, 2023, expressed an unqualified opinion on those financial statements . Basis for Opinion The Company’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Management’s Annual Report on Internal Control Over Financial Reporting.
In our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2023, based on criteria established in Internal Control—Integrated Framework (2013) issued by COSO. We have also audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated financial statements as of and for the year ended December 31, 2023, of the Company and our report dated February 21, 2024, expressed an unqualified opinion on those financial statements . Basis for Opinion The Company’s management is responsible for maintaining effective internal control over financial reporting and for its assessment of the effectiveness of internal control over financial reporting, included in the accompanying Management’s Annual Report on Internal Control Over Financial Reporting.
Other loan servicing fees are comprised primarily of fees charged to correspondent lenders relating to loans that are repaid shortly after we purchase them and borrower-contracted fees such as late charges and reconveyance fees. The increases in loan servicing fees from non-affiliates and from PMT for the year ended December 31, 2022, compared to 2021 and 2020, were primarily due to growth of our loan servicing portfolio.
Other loan servicing fees are comprised primarily of borrower-contracted fees such as late charges and reconveyance fees and fees charged to correspondent lenders relating to loans that are repaid shortly after we purchase them. The increases in loan servicing fees from non-affiliates for the year ended December 31, 2023, compared to 2022 and 2021, were primarily due to growth of our loan servicing portfolio.
In addition, we have issued unsecured senior notes guaranteed by certain of our restricted wholly-owned subsidiaries. 74 Table of Contents Under the terms of these financing agreements, PLS is required to comply with certain financial covenants, as described further above in “Liquidity and Capital Resources,” and various non-financial covenants customary for transactions of this nature.
In addition, we have issued Unsecured Notes guaranteed by certain of our restricted wholly-owned subsidiaries. 72 Table of Contents Under the terms of these financing agreements, PLS is required to comply with certain financial covenants, as described further above in “Liquidity and Capital Resources,” and various non-financial covenants customary for transactions of this nature.
We believe the most significant “Level 3” fair value inputs to the valuation of MSRs and MSLs are the pricing spread (used to develop periodic discount rates), prepayment speed and annual per-loan cost of servicing. A shift in the market for MSRs and MSLs or a change in our assessment of an input to the valuation of MSRs and MSLs can have a significant effect on their fair value and in our income for the period.
We believe the most significant “Level 3” fair value inputs to the valuation of MSRs and MSLs are the pricing spread (discount rates), prepayment speed and annual per-loan cost of servicing. A shift in the market for MSRs and MSLs or a change in our assessment of an input to the valuation of MSRs and MSLs can have a significant effect on their fair value and in our income for the period.
Principal Account ant Fees and Services Our independent public accounting firm is Deloitte & Touche LLP, Los Angeles, CA, PCAOB Auditor ID 34. The information required by this Item 14 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2022. 83 Table of Contents PART IV
Principal Account ant Fees and Services Our independent public accounting firm is Deloitte & Touche LLP, Los Angeles, CA, PCAOB Auditor ID 34. The information required by this Item 14 is hereby incorporated by reference from our definitive proxy statement, or will be contained in an amendment to this Report, in either case to be filed within 120 days after the end of fiscal year 2023. 81 Table of Contents PART IV
We estimate the fair value of IRLCs based on observable Agency MBS prices, our estimates of the fair value of the MSRs we expect to receive in the sale of the loans and the probability that we will fund or purchase the loans (the “pull-through rate”). Pull-through rates and MSR fair values are based on our estimates as these inputs are difficult to observe in the marketplace.
We estimate the fair value of IRLCs based on observable Agency MBS prices, our estimates of the fair value of the MSRs we expect to receive in the sale of the loans and the probability that we will fund or purchase the loans (the “pull-through rate”). 51 Table of Contents Pull-through rates and MSR fair values are based on our estimates as these inputs are difficult to observe in the marketplace.
Based on those criteria, management concluded that our internal control over financial reporting was effective as of December 31, 2022. The effectiveness of our internal control over financial reporting as of December 31, 2022 has been audited by Deloitte & Touche LLP, an independent registered public accounting firm, as stated in their report which appears herein. 79 Table of Contents Changes in Internal Control over Financial Reporting There have been no changes in internal control over financial reporting during the quarter ended December 31, 2022, that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting. 80 Table of Contents REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM To the Stockholders and the Board of Directors of PennyMac Financial Services, Inc. Opinion on Internal Control over Financial Reporting We have audited the internal control over financial reporting of PennyMac Financial Services, Inc. and subsidiaries (“the Company”) as of December 31, 2022, based on criteria established in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).
Based on those criteria, management concluded that our internal control over financial reporting was effective as of December 31, 2023. The effectiveness of our internal control over financial reporting as of December 31, 2023 has been audited by Deloitte & Touche LLP, an independent registered public accounting firm, as stated in their report which appears herein. 77 Table of Contents Changes in Internal Control over Financial Reporting There have been no changes in internal control over financial reporting during the quarter ended December 31, 2023, that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting. 78 Table of Contents REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM To the Stockholders and the Board of Directors of PennyMac Financial Services, Inc. Opinion on Internal Control over Financial Reporting We have audited the internal control over financial reporting of PennyMac Financial Services, Inc. and subsidiaries (“the Company”) as of December 31, 2023, based on criteria established in Internal Control—Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).
Upon notice from the applicable lender, we 72 Table of Contents will generally be required to satisfy the margin call on the day of such notice or within one business day thereafter, depending on the timing of the notice. Our secured financing agreements at PLS require us to comply with various financial covenants.
Upon notice from the applicable lender, we will generally be required to satisfy the margin call on the day of such notice or within one business day thereafter, depending on the timing of the notice. Our secured financing agreements at PLS require us to comply with various financial covenants.
As summarized above, changes in fair values of “Level 1” and “Level 2” fair value assets are determinable with reference to direct quotes in active markets on the measurement date in the case of “Level 1” fair value assets, or reference to publicly available pricing inputs (such as reference interest rates and credit spreads and prices of similar assets) in the case of “Level 2” fair value assets. $6.3 billion or 38% of our total assets are measured using “Level 3” fair value inputs – significant inputs where there is difficulty observing the inputs used by market participants to establish fair value.
As summarized above, changes in fair values of “Level 1” and “Level 2” fair value assets are determinable with reference to direct quotes in active markets on the measurement date in the case of “Level 1” fair value assets, or reference to publicly available pricing inputs (such as reference interest rates and credit spreads and prices of similar assets) in the case of “Level 2” fair value assets. $7.7 billion or 41% of our total assets are measured using “Level 3” fair value inputs – significant inputs where there is difficulty observing the inputs used by market participants to establish fair value.
We recognize MSRs and MSLs at our estimate of the fair value of the contract to service the loans. 53 Table of Contents We include changes in fair value of MSRs and MSLs in current period income as a component of Net loan servicing fees — Change in fair value of mortgage servicing rights and mortgage servicing liabilities.
We recognize MSRs and MSLs at our estimate of the fair value of the contract to service the loans. We include changes in fair value of MSRs and MSLs in current period income as a component of Net loan servicing fees — Change in fair value of mortgage servicing rights and mortgage servicing liabilities.
Our critical accounting policies primarily relate to our fair value estimates. Fair Value We group assets measured at or based on fair value in three levels based on the markets in which the assets are traded and the observability of the inputs used to determine fair value.
Our critical accounting policies primarily relate to our fair value estimates. 49 Table of Contents Fair Value We group assets measured at or based on fair value in three levels based on the markets in which the assets are traded and the observability of the inputs used to determine fair value.
From inception through December 31, 2022, we have repurchased approximately $1.7 billion of common shares under our stock repurchase program. We continue to explore a variety of means of financing our business, including debt financing through bank warehouse lines of credit, bank loans, repurchase agreements, securitization transactions and corporate debt.
From inception through December 31, 2023, we have repurchased approximately $1.8 billion of common shares under our stock repurchase program. We continue to explore a variety of means of financing our business, including debt financing through bank warehouse lines of credit, bank loans, repurchase agreements, securitization transactions and corporate debt.
Our senior management valuation committee includes the Company’s chief financial, risk, credit and deputy chief investment officers as well as other senior members of the Company’s finance, capital markets and risk management staff. The fair value of our IRLC is developed by our Capital Markets Risk Management staff and is reviewed by our Capital Markets Operations group. Following is a discussion of our approach to measuring the balance sheet items that are most affected by “Level 3” fair value estimates. 51 Table of Contents Interest Rate Lock Commitments Our net gains on loans held for sale include our estimates of the gains or losses we expect to realize upon the sale of loans we have contractually committed to fund or purchase but have not yet funded, purchased or sold.
Our senior management valuation committee includes the Company’s chief financial, risk, and capital markets officers as well as other senior members of the Company’s finance, capital markets and risk management staff. The fair value of our IRLCs is developed by our capital markets risk management staff and is reviewed by our capital markets operations group. Following is a discussion of our approach to measuring the balance sheet items that are most affected by “Level 3” fair value estimates. Interest Rate Lock Commitments Our net gains on loans held for sale include our estimates of the gains or losses we expect to realize upon the sale of loans we have contractually committed to fund or purchase but have not yet funded, purchased or sold.
Such increased loss estimates, if recognized, would be reflected in Net gains on loans held for sale at fair value in the period we recognize the change. The recent increases in market interest rates may affect certain of our correspondent sellers’ ability to honor their obligations to repurchase defective loans.
Such increased loss estimates, if recognized, would be reflected in Net gains on loans held for sale at fair value in the period we recognize the change. The increases in market interest rates in recent years have affected certain of our correspondent sellers’ ability to honor their obligations to repurchase defective loans.
Adjusted EBITDA is not a financial measure calculated in accordance with GAAP and should not be considered as a substitute for net income, or any other performance measure calculated in accordance with GAAP. We define “Adjusted EBITDA” as net income plus provision for income taxes, depreciation and amortization, excluding decrease (increase) in fair value of MSRs net of MSLs, due to changes in the valuation inputs we use in 56 Table of Contents our valuation models, increase (decrease) in fair value of excess servicing spread (“ESS”) payable to PMT, hedging losses (gains) associated with MSRs, stock-based compensation and interest expense on corporate debt or corporate revolving credit facilities and capital lease. We believe that the presentation of Adjusted EBITDA provides useful information to investors regarding our results of operations because each measure assists both investors and management in analyzing and benchmarking the performance and value of our business.
Adjusted EBITDA is not a financial measure calculated in accordance with GAAP and should not be considered as a substitute for net income, or any other performance measure calculated in accordance with GAAP. 55 Table of Contents We define “Adjusted EBITDA” as net income plus provision for income taxes, depreciation and amortization, excluding decrease (increase) in fair value of MSRs net of MSLs, due to changes in the valuation inputs we use in our valuation models, increase (decrease) in fair value of excess servicing spread (“ESS”) payable to PMT, hedging losses (gains) associated with MSRs, stock-based compensation and interest expense on corporate debt or corporate revolving credit facilities and capital lease and non-recurring items such as significant awards of damages against us due to litigation. We believe that the presentation of Adjusted EBITDA provides useful information to investors regarding our results of operations because each measure assists both investors and management in analyzing and benchmarking the performance and value of our business.
As of February 17, 2023, our shares of common stock were held by 26 holders of record. Our dividend level is reviewed each quarter and determined based on a number of factors, including, among other things, our earnings, our financial condition, growth outlook, the capital required to support ongoing growth opportunities and compliance with other internal and external requirements.
As of February 16, 2024, our shares of common stock were held by 23 holders of record. Our dividend level is reviewed each quarter and determined based on a number of factors, including, among other things, our earnings, our financial condition, growth outlook, the capital required to support ongoing growth opportunities and compliance with other internal and external requirements.
Furthermore, these market factors and the expected economic slowdown may increase the level of borrower defaults, increasing the level of repurchases we are required to make, and may make it more difficult to minimize losses on repurchased loans due to reduced opportunities to refinance loans and decreasing market values for resales of loans.
Furthermore, these market factors and a potential future economic slowdown may increase the level of borrower defaults, increasing the level of repurchases we are required to make, and may make it more difficult to minimize losses on repurchased loans due to reduced opportunities to refinance loans and decreasing fair values for resales of loans.
Stock repurchases may be effected through negotiated transactions or open market purchases, including pursuant to a trading plan implemented pursuant to Rule 10b5-1 of the Securities Exchange Act of 1934, as amended. The stock repurchase program does not have an expiration date but may be suspended, modified or discontinued at any time without prior notice. Item 6.
Stock repurchases may be effected through negotiated transactions or open market purchases, including pursuant to a trading plan implemented pursuant to Rule 10b5-1 of the Exchange Act. The stock repurchase program does not have an expiration date but may be suspended, modified or discontinued at any time without prior notice.
These estimates represented approximately 217% of our gain on sale of loans at fair value for the year ended December 31, 2022, as compared to 71% and 40% in 2021 and 2020, respectively.
These estimates represented approximately 338% of our gain on sale of loans at fair value for the year ended December 31, 2023, as compared to 217% and 71% in 2022 and 2021, respectively.
The table below presents the average outstanding, maximum and ending balances: Year ended December 31, 2022 2021 2020 (in thousands) Average balance $ 2,580,513 $ 6,911,843 $ 3,348,928 Maximum daily balance $ 7,289,147 $ 10,969,029 $ 9,663,995 Balance at year end $ 3,004,690 $ 7,297,360 9,663,995 The differences between the average and maximum daily balances on our repurchase agreements reflect the fluctuations throughout the years of our inventory as we fund and pool mortgage loans for sale in guaranteed mortgage securitizations. Our debt repurchase agreements also contain margin call provisions that, upon notice from the applicable lender at its option, require us to transfer cash or, in some instances, additional assets in an amount sufficient to eliminate any margin deficit.
The table below presents the average outstanding, maximum and ending balances: Year ended December 31, 2023 2022 2021 (in thousands) Average balance $ 3,701,448 $ 2,580,513 $ 6,911,843 Maximum daily balance $ 6,358,007 $ 7,289,147 $ 10,969,029 Balance at year end $ 3,769,449 $ 3,004,690 $ 7,297,360 The differences between the average and maximum daily balances on our repurchase agreements reflect the fluctuations throughout the years of our inventory as we fund and pool mortgage loans for sale in guaranteed mortgage securitizations. Our debt repurchase agreements also contain margin call provisions that, upon notice from the applicable lender at its option, require us to transfer cash or, in some instances, additional assets in an amount sufficient to eliminate any margin deficit.
Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate. /s/ Deloitte & Touche LLP Los Angeles, California February 22, 2023 81 Table of Contents Item 9B.
Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate. /s/ Deloitte & Touche LLP Los Angeles, California February 21, 2024 79 Table of Contents Item 9B.
Subject to the terms of the 2022 Equity Incentive Plan, the plan administrator will select the recipients of awards and determine, among other things, the number of shares of common stock covered by the awards and the dates upon which such awards become exercisable or any restrictions lapse, as applicable; the type of award and the exercise or purchase price and method of payment for each such award; the performance measures, if applicable, required to be satisfied prior to vesting; the vesting period for awards, risks of forfeiture and any potential acceleration of vesting or lapses in risks of forfeiture; and the duration of awards. 82 Table of Contents The following table provides information about our former and current equity compensation plans as of December 31, 2022, which consist of the 2013 Equity Incentive Plan and the 2022 Equity Incentive Plan (collectively the “Equity Incentive Plans”): (a) (b) (c) Number of securities remaining available for future issuance under Number of securities to Weighted average equity compensation be issued upon exercise of exercise price of plans (excluding outstanding options, outstanding options, securities reflected in Plan category warrants and rights warrants and rights (1) column (a)) (2) Equity compensation plans approved by security holders (3) 5,776,124 $ 32.46 4,597,788 Equity compensation plans not approved by security holders (4) — — — Total 5,776,124 $ 32.46 4,597,788 (1) The weighted average exercise price set forth in this column relates only to 4,316,846 shares of stock options outstanding under our Equity Incentive Plans.
Subject to the terms of the 2022 Equity Incentive Plan, the plan administrator will select the recipients of awards and determine, among other things, the number of shares of common stock covered by the awards and the dates upon which such awards become exercisable or any restrictions lapse, as applicable; the type of award and the exercise or purchase price and method of payment for each such award; the performance measures, if applicable, required to be satisfied prior to vesting; the vesting period for 80 Table of Contents awards, risks of forfeiture and any potential acceleration of vesting or lapses in risks of forfeiture; and the duration of awards. The following table provides information about our former and current equity compensation plans as of December 31, 2023, which consist of the 2013 Equity Incentive Plan and the 2022 Equity Incentive Plan (collectively the “Equity Incentive Plans”): (a) (b) (c) Number of securities remaining available for future issuance under Number of securities to Weighted average equity compensation be issued upon exercise of exercise price of plans (excluding outstanding options, outstanding options, securities reflected in Plan category warrants and rights warrants and rights (1) column (a)) (2) Equity compensation plans approved by security holders (3) 5,141,585 $ 35.08 4,867,662 Equity compensation plans not approved by security holders (4) — — — Total 5,141,585 $ 35.08 4,867,662 (1) The weighted average exercise price set forth in this column relates only to 3,856,620 shares of stock options outstanding under our Equity Incentive Plans.
Different approaches to valuing those assets or changes in inputs to measurement of these assets can have a significant effect on the amounts reported for these items including their reported balances and their effects on our income. During the three years ended December 31, 2022, we recognized significant changes in the fair value of our holdings of “Level 3” fair value assets and liabilities as shown below: Interest Loans held Mortgage Excess Mortgage Year ended rate lock for sale at servicing servicing servicing Pre-tax December 31, commitments fair value rights (1) spread financing liabilities (1) Total Income (positive (negative) effects on net revenues in thousands) 2022 $ (624,905) (66,639) 877,324 — 347 $ 186,127 $ 665,247 2021 $ 489,547 285,501 (136,350) (1,037) 68,020 $ 705,681 $ 1,359,183 2020 $ 1,254,235 127,780 (1,078,084) 24,970 (31,757) $ 297,144 $ 2,240,609 (1) Excludes changes in fair value attributable to realization of cash flows. The changes above primarily reflect changes attributable to our observations of changes in the markets for those assets and liabilities as opposed to changes in accounting policies or approaches to the valuation of those instruments. As a result of the difficulty in observing certain significant valuation inputs affecting our “Level 3” fair value assets and liabilities, we are required to make judgments regarding these items’ fair values.
Different approaches to valuing those assets or changes in inputs to measurement of these assets can have a significant effect on the amounts reported for these items including their reported balances and their effects on our income. 50 Table of Contents During the three years ended December 31, 2023, we recognized significant changes in the fair value of our holdings of “Level 3” fair value assets and liabilities as shown below: Interest Loans held Mortgage Excess Mortgage Year ended rate lock for sale at servicing servicing servicing Pre-tax December 31, commitments fair value rights (1) spread financing liabilities (1) Total Income (positive (negative) effects on net revenues in thousands) 2023 $ 130,424 68,773 56,757 — 50 $ 256,004 $ 183,631 2022 $ (624,905) (66,639) 877,324 — 347 $ 186,127 $ 665,247 2021 $ 489,547 285,501 (136,350) (1,037) 68,020 $ 705,681 $ 1,359,183 (1) Excludes changes in fair value attributable to realization of cash flows. The changes above primarily reflect changes attributable to our observations of changes in the markets for those assets and liabilities as opposed to changes in accounting policies or approaches to the valuation of those instruments. As a result of the difficulty in observing certain significant valuation inputs affecting our “Level 3” fair value assets and liabilities, we are required to make judgments regarding these items’ fair values.
We access the capital market for long-term debt through the issuance of secured term notes and unsecured senior notes and we have an outstanding long term capital lease. The issuer under our secured term note facilities is PLS or a wholly-owned issuer trust guaranteed by PNMAC.
We access the capital market for long-term debt through the issuance of secured notes payable and Unsecured Notes. The issuer under our secured term note facilities is PLS or a wholly-owned issuer trust guaranteed by PNMAC.
These levels are: December 31, 2022 Percentage of Level/Description Carrying value of assets Total assets Total stockholders' equity (in thousands) 1: Prices determined using quoted prices in active markets for identical assets or liabilities. $ 45,146 0% 1% 2: Prices determined using other significant observable inputs.
These levels are: December 31, 2023 Percentage of Level/Description Carrying value of assets Total assets Total stockholders' equity (in thousands) 1: Prices determined using quoted prices in active markets for identical assets or liabilities. $ 88,608 0% 3% 2: Prices determined using other significant observable inputs.
The following discussion and analysis contains forward-looking statements that involve risks and uncertainties. When reviewing the discussion below, you should keep in mind the substantial risks and uncertainties that could impact our business. In particular, we encourage you to review the risks and uncertainties described in the section titled “Risk Factors” included elsewhere in this Report.
When reviewing the discussion below, you should keep in mind the substantial risks and uncertainties that could impact our business. In particular, we encourage you to review the risks and uncertainties described in the section titled “Risk Factors” included elsewhere in this Report.
We believe that the most significant “Level 3” fair value input to the measurement of IRLCs is the pull-through rate. At December 31, 2022, we held $25.8 million of net IRLC assets at fair value.
We believe that the most significant “Level 3” fair value input to the measurement of IRLCs is the pull-through rate. At December 31, 2023, we held $89.6 million of net IRLC assets at fair value.
Such eligibility occurs when the repurchased loans either become current through completion of a modification of a loan’s terms or otherwise after three months of timely payments and when the issuance date of the new security is at least 120 days after the date the loan was last delinquent.
Such eligibility occurs when a repurchased loan either becomes current through completion of a modification of its terms or otherwise after three months of timely payments and when the issuance date of the new security into which the loan is placed is at least 120 days after the date the loan was last delinquent.
We establish a liability at the time loans are sold and review our liability estimate on a periodic basis. In the years ended December 31, 2022, 2021, and 2020 we recorded provisions for losses under representations and warranties relating to current loan sales as a component of Net gains on loans held for sale at fair value totaling $9.6 million, $31.6 million, and $21.0 million, respectively.
We establish a liability at the time loans are sold and periodically assess the adequacy of our recorded liability. In the years ended December 31, 2023, 2022, and 2021 we recorded provisions for losses under representations and warranties relating to current loan sales as a component of Net gains on loans held for sale at fair value totaling $13.0 million, $9.6 million, and $31.6 million, respectively.
Observable inputs are inputs that other market participants would use in pricing an asset or liability and are developed based on market data obtained from sources independent of us. 3,193,780 19% 92% 3: Prices determined using significant unobservable inputs.
Observable inputs are inputs that other market participants would use in pricing an asset or liability and are developed based on market data obtained from sources independent of us. 3,953,674 21% 112% 3: Prices determined using significant unobservable inputs.
We have assigned the responsibility for estimating the fair values of non-interest rate lock commitment “Level 3” fair value assets and liabilities to our Financial Analysis and Valuation group (the “FAV group”), which is responsible for valuing and monitoring these items and maintenance of our valuation policies and procedures for non-interest rate lock commitment (“IRLC”) assets and liabilities.
We have assigned the responsibility for estimating the fair values of non-interest rate lock commitment (“IRLC”) “Level 3” fair value assets and liabilities to our capital markets valuation staff, which is responsible for valuing and monitoring these items and maintenance of our valuation policies and procedures for non- IRLC assets and liabilities.
The reductions in the liability relating to previously sold loans resulted from those loans meeting performance criteria established by the Agencies which significantly limits the likelihood of certain repurchase or indemnification claims. 60 Table of Contents Following is a summary of mortgage loan repurchase activity and the unpaid balance of mortgage loans subject to representations and warranties: Year ended December 31, 2022 2021 2020 (in thousands) During the year: Indemnification activity: Loans indemnified at beginning of year $ 15,079 $ 13,788 $ 15,366 New indemnifications 24,016 9,544 4,544 Less indemnified loans sold, repaid or refinanced 3,134 8,253 6,122 Loans indemnified at end of year $ 35,961 $ 15,079 $ 13,788 Repurchase activity: Total loans repurchased $ 93,011 $ 99,496 $ 58,410 Less: Loans repurchased by correspondent lenders 32,660 37,280 28,658 Loans repaid by borrowers or resold with defects resolved 54,044 25,223 24,810 Net loans repurchased with losses chargeable to liability for representations and warranties $ 6,307 $ 36,993 $ 4,942 Losses charged to liability for representations and warranties $ 12,266 $ 4,720 $ 1,126 At end of year: Unpaid principal balance of loans subject to representations and warranties $ 296,774,121 $ 257,369,777 $ 210,222,447 Liability for representations and warranties $ 32,421 $ 43,521 $ 32,688 In the year ended December 31, 2022, we repurchased loans with unpaid principal balances totaling $93.0 million and charged $12.3 million in net incurred losses relating to repurchases against our liability for representations and warranties.
The reductions in the liability relating to previously sold loans resulted from those loans meeting performance criteria established by the Agencies which significantly limits the likelihood of certain repurchase or indemnification claims. 59 Table of Contents Following is a summary of mortgage loan repurchase activity and the unpaid balance of mortgage loans subject to representations and warranties: Year ended December 31, 2023 2022 2021 (in thousands) During the year: Indemnification activity: Loans indemnified at beginning of year $ 35,961 $ 15,079 $ 13,788 New indemnifications 43,469 24,016 9,544 Less indemnified loans sold, repaid or refinanced 3,706 3,134 8,253 Loans indemnified at end of year $ 75,724 $ 35,961 $ 15,079 Repurchase activity: Total loans repurchased $ 50,327 $ 93,011 $ 99,496 Less: Loans repurchased by correspondent lenders 23,327 32,660 37,280 Loans repaid by borrowers or resold 72,511 54,044 25,223 Net loans (resolved) repurchased with losses chargeable to liability for representations and warranties $ (45,511) $ 6,307 $ 36,993 Losses charged to liability for representations and warranties $ 5,515 $ 12,266 $ 4,720 At end of year: Unpaid principal balance of loans subject to representations and warranties $ 354,423,684 $ 296,774,121 $ 257,369,777 Liability for representations and warranties $ 30,788 $ 32,421 $ 43,521 In the year ended December 31, 2023, we repurchased loans with unpaid principal balances totaling $50.3 million and charged $5.5 million in net incurred losses relating to repurchases against our liability for representations and warranties.
At December 31, 2022, we held $3.2 billion of such loans. ● We categorize loans that are not saleable into active markets as “Level 3” fair value assets.
At December 31, 2023, we held $3.9 billion of such loans. 52 Table of Contents ● We categorize loans that are not saleable into active markets as “Level 3” fair value assets.
Some of these limitations are: ● they do not reflect every cash expenditure, future requirements for capital expenditures or contractual commitments; ● they do not reflect the significant interest expense or the cash requirements necessary to service interest or principal payment on our debt; and ● they are not adjusted for all non-cash income or expense items that are reflected in our consolidated statements of cash flows. Because of these limitations, Adjusted EBITDA measures are not intended as alternatives to net income as an indicator of our operating performance and should not be considered as measures of discretionary cash available to us to invest in the growth of our business or as measures of cash that will be available to us to meet our obligations. The following table presents a reconciliation of Adjusted EBITDA to our net income, the most directly comparable financial measure calculated and presented in accordance with GAAP, for each of the years indicated: Year ended December 31, 2022 2021 2020 (in thousands) Net income $ 475,507 $ 1,003,490 $ 1,646,884 Provision for income taxes 189,740 355,693 593,725 Income before provision for income taxes 665,247 1,359,183 2,240,609 Depreciation and amortization 34,409 28,645 25,575 (Increase) decrease in fair value of MSRs net of MSLs due to changes in valuation inputs used in valuation models (877,671) 68,330 1,109,841 Increase (decrease) in fair value of ESS payable to PennyMac Mortgage Investment Trust — 1,037 (24,970) Hedging losses (gains) associated with MSRs 631,484 475,215 (918,180) Stock‑based compensation 42,552 37,794 45,105 Interest expense on corporate debt or corporate revolving credit facilities and capital lease 95,034 70,377 10,736 Adjusted EBITDA $ 591,055 $ 2,040,581 $ 2,488,716 57 Table of Contents Comparison of the years ended December 31, 2022, 2021 and 2020 Income Before Provisions for Income Taxes In the year ended December 31, 2022, we recorded income before provision for income taxes of $665.2 million, a decrease of $693.9 million or 51% from 2021.
Some of these limitations are: ● they do not reflect every cash expenditure, future requirements for capital expenditures or contractual commitments; ● they do not reflect the significant interest expense or the cash requirements necessary to service interest or principal payment on our debt; and ● they are not adjusted for all non-cash income or expense items that are reflected in our consolidated statements of cash flows. Because of these limitations, Adjusted EBITDA measures are not intended as alternatives to net income as an indicator of our operating performance and should not be considered as measures of discretionary cash available to us to invest in the growth of our business or as measures of cash that will be available to us to meet our obligations. The following table presents a reconciliation of Adjusted EBITDA to our net income, the most directly comparable financial measure calculated and presented in accordance with GAAP, for each of the years indicated: Year ended December 31, 2023 2022 2021 (in thousands) Net income $ 144,656 $ 475,507 $ 1,003,490 Provision for income taxes 38,975 189,740 355,693 Income before provision for income taxes 183,631 665,247 1,359,183 Depreciation and amortization 53,214 34,409 28,645 Decrease (increase) in fair value of MSRs net of MSLs due to changes in valuation inputs used in valuation models (56,807) (877,671) 68,330 Increase in fair value of ESS payable to PennyMac Mortgage Investment Trust — — 1,037 Hedging losses associated with MSRs 236,778 631,484 475,215 Stock‑based compensation 27,582 42,552 37,794 Effect of fourth quarter arbitration accrual 158,368 — — Interest expense on corporate debt or corporate revolving credit facilities and capital lease 98,396 95,034 70,377 Adjusted EBITDA $ 701,162 $ 591,055 $ 2,040,581 56 Table of Contents Comparison of the years ended December 31, 2023, 2022 and 2021 Income Before Provisions for Income Taxes In the year ended December 31, 2023, we recorded income before provision for income taxes of $183.6 million, a decrease of $481.6 million or 72% from 2022.
Loan origination fees increased $98.6 million in the year ended December 31, 2021 compared to 2020, primarily due to an increase in loan production volumes. Fulfillment fees from PennyMac Mortgage Investment Trust Following is a summary of our fulfillment fees: Year ended December 31, 2022 2021 2020 (in thousands) Fulfillment fee revenue $ 67,991 $ 178,927 $ 222,200 Unpaid principal balance of loans fulfilled subject to fulfillment fees $ 37,090,031 $ 110,003,574 $ 100,389,252 Average fulfillment fee rate (in basis points) 18 16 22 Fulfillment fees from PMT represent fees we collect for services we perform on behalf of PMT in connection with the acquisition, packaging and sale of loans.
Loan origination fees decreased $214.3 million in the year ended December 31, 2022 compared to 2021, primarily due to a decrease in loan production volumes. Fulfillment fees from PennyMac Mortgage Investment Trust Following is a summary of our fulfillment fees: Year ended December 31, 2023 2022 2021 (in thousands) Fulfillment fee revenue $ 27,826 $ 67,991 $ 178,927 Unpaid principal balance of loans fulfilled subject to fulfillment fees $ 14,898,301 $ 37,090,031 $ 110,003,574 Average fulfillment fee rate (in basis points) 19 18 16 Fulfillment fees from PMT represent fees we collect for services we perform on behalf of PMT in connection with the acquisition, packaging and sale of loans.
However, we believe our recorded liability is presently adequate to absorb such losses. 61 Table of Contents Loan origination fees Following is a summary of our loan origination fees: Year ended December 31, 2022 2021 2020 (in thousands) Loan origination fee revenue $ 169,859 $ 384,154 $ 285,551 Unpaid principal balance of loans purchased and originated for sale to non-affiliates $ 72,025,798 $ 124,594,308 $ 96,200,101 Loan origination fees decreased $214.3 million in the year ended December 31, 2022 compared to 2021, primarily due to a decrease in loan production volumes.
However, we believe our recorded liability is presently adequate to absorb such losses. 60 Table of Contents Loan origination fees Following is a summary of our loan origination fees: Year ended December 31, 2023 2022 2021 (in thousands) Loan origination fee revenue $ 146,118 $ 169,859 $ 384,154 Unpaid principal balance of loans purchased and originated for sale to non-affiliates $ 84,536,740 $ 72,025,798 $ 124,594,308 Loan origination fees decreased $23.7 million in the year ended December 31, 2023 compared to 2022, primarily due to a decrease in the volume of consumer direct loans we produced.
We held 75,000 common shares of PMT during each of the three years ended December 31, 2022. Expenses Compensation Our compensation expense is summarized below: Year ended December 31, 2022 2021 2020 (dollars in thousands) Salaries and wages $ 445,779 $ 594,188 $ 437,157 Severance 18,797 156 187 Incentive compensation 135,461 248,551 171,323 Taxes and benefits 92,642 119,113 84,797 Stock and unit-based compensation 42,552 37,794 45,105 $ 735,231 $ 999,802 $ 738,569 Head count: Average 5,508 7,118 5,313 Period end 4,135 7,208 6,632 Compensation expense decreased $264.6 million in the year ended December 31, 2022 compared to 2021 primarily due to work force reductions necessitated by reductions in loan production in 2022 and decreased incentive compensation accruals due to reduced staffing levels and lower achievement of profitability targets.
We held 75,000 common shares of PMT during each of the three years ended December 31, 2023. Expenses Compensation Our compensation expense is summarized below: Year ended December 31, 2023 2022 2021 (dollars in thousands) Salaries and wages $ 369,945 $ 445,779 $ 594,188 Severance 7,637 18,797 156 Incentive compensation 95,790 135,461 248,551 Taxes and benefits 76,010 92,642 119,113 Stock and unit-based compensation 27,582 42,552 37,794 $ 576,964 $ 735,231 $ 999,802 Head count: Average 4,115 5,508 7,118 Year end 3,914 4,135 7,208 66 Table of Contents Compensation expense decreased $158.3 million and $264.6 million in the year ended December 31, 2023, and 2022, respectively, compared to 2022 and 2021, respectively, primarily due to work force reductions necessitated by reductions in loan production and decreased incentive compensation accruals due to reduced staffing levels and lower achievement of profitability targets. Legal settlements Legal settlement expenses increased $158.1 million for the year ended December 31, 2023 compared to 2022.
Covenants in PMT’s debt agreements are equally, or sometimes less, restrictive than the covenants described above. Our unsecured senior notes contain covenants that limit our and our restricted subsidiaries’ ability to engage in specified types of transactions, including, but not limited to, the following: ● pay dividends or distributions, redeem or repurchase equity, prepay subordinated debt and make certain loans or investments; ● incur, assume or guarantee additional debt or issue preferred stock; ● incur liens on assets; ● merge or consolidate with another person or sell all or substantially all of our assets to another person; ● transfer, sell or otherwise dispose of certain assets including capital stock of subsidiaries; ● enter into transactions with affiliates; and ● allow to exist certain restrictions on the ability of our non-guarantor restricted subsidiaries to pay dividends or make other payments to us.
The Unsecured Notes are fully and unconditionally guaranteed, jointly and severally, on a senior unsecured basis by the Company’s existing and future wholly-owned domestic subsidiaries (other than certain excluded subsidiaries defined in the indentures under which the Unsecured Notes were issued). 71 Table of Contents Our Unsecured Notes contain covenants that limit our and our restricted subsidiaries’ ability to engage in specified types of transactions, including, but not limited to, the following: ● pay dividends or distributions, redeem or repurchase equity, prepay subordinated debt and make certain loans or investments; ● incur, assume or guarantee additional debt or issue preferred stock; ● incur liens on assets; ● merge or consolidate with another person or sell all or substantially all of our assets to another person; ● transfer, sell or otherwise dispose of certain assets including capital stock of subsidiaries; ● enter into transactions with affiliates; and ● allow to exist certain restrictions on the ability of our non-guarantor restricted subsidiaries to pay dividends or make other payments to us.
The decrease in other loan servicing fees for the year ended December 31, 2022 compared to 2021 was primarily due to a decrease in fees charged to correspondent lenders related to borrower early loan payoffs and decreased recording and release fees charged to borrowers due to lower prepayment activity we experienced in the current rising interest rate environment compared to 2021.
The decrease in other loan servicing fees for the year ended December 31, 2022 compared to 2021 was primarily due to a decrease in fees charged to correspondent lenders related to borrower early loan payoffs and decreased recording and release fees charged to borrowers due to the lower prepayment activity we experienced in the then rising interest rate environment compared to 2021. Effects of Mortgage Servicing Rights and Mortgage Servicing Liabilities Net of Hedging Results We have elected to carry our servicing assets and liabilities at fair value.
Our ability to pay dividends may be adversely affected for the reasons described in Item 1A of this Report in the section entitled Risk Factors . Unregistered Sales of Equity Securities and Use of Proceeds There were no sales of unregistered equity securities during the year ended December 31, 2022. Repurchase of our Common Stock The following table summarized the stock repurchase activity for the quarter ended December 31, 2022: Total number of shares purchased Average price paid per share Total number of shares purchased as part of publicly announced plans or program (1) Approximate dollar value of shares that may yet be purchased under the plans or program (1) October 1, 2022 – October 31, 2022 1,002,354 $ 46.46 1,002,354 $ 288,048,024 November 1, 2022 – November 30, 2022 71,400 $ 52.51 71,400 $ 284,298,967 December 1, 2022 – December 31, 2022 18,187 $ 55.33 18,187 $ 283,292,664 Total 1,091,941 $ 47.01 1,091,941 $ 283,292,664 (1) In August 2021, our board of directors approved an increase to our common stock repurchase program from $1 billion to $2 billion.
Our ability to pay dividends may be adversely affected for the reasons described in Item 1A of this Report in the section entitled Risk Factors . 48 Table of Contents Unregistered Sales of Equity Securities and Use of Proceeds There were no sales of unregistered equity securities during the year ended December 31, 2023. Stock Repurchase Program Total number of shares purchased Average price paid per share Total number of shares purchased as part of publicly announced plans or program (1) Approximate dollar value of shares that may yet be purchased under the plans or program (1) October 1, 2023 – October 31, 2023 — $ — — $ 212,338,815 November 1, 2023 – November 30, 2023 — $ — — $ 212,338,815 December 1, 2023 – December 31, 2023 — $ — — $ 212,338,815 Total — $ — — $ 212,338,815 (1) In August 2021, our board of directors approved an increase to our common stock repurchase program from $1 billion to $2 billion.
Unobservable inputs reflect our judgements about the factors that market participants use in pricing an asset or liability, and are based on the best information available in the circumstances. 6,347,618 38% 183% Total assets measured at or based on fair value (1) $ 9,586,544 57% 276% Total assets $ 16,822,584 Total stockholders' equity $ 3,471,049 (1) Includes assets measured on both a recurring and nonrecurring basis based on the accounting principles applicable to the specific asset and whether we have elected to carry the asset at its fair value. At December 31, 2022, $9.6 billion or 57% of our total assets were carried at fair value on a recurring basis and $11.5 million (real estate acquired in settlement of loans (“REO”)), were carried based on fair value on a non-recurring basis when fair value indicates evidence of impairment of individual properties. 50 Table of Contents Changes in fair value of our holdings of assets carried at fair value have significant effects on our financial position and results of operations.
Unobservable inputs reflect our judgements about the factors that market participants use in pricing an asset or liability, and are based on the best information available in the circumstances. 7,683,207 41% 217% Total assets measured at or based on fair value (1) $ 11,725,489 62% 331% Total assets $ 18,844,563 Total stockholders' equity $ 3,538,603 (1) Includes assets measured on both a recurring and nonrecurring basis based on the accounting principles applicable to the specific asset and whether we have elected to carry the asset at its fair value. At December 31, 2023, $11.7 billion or 62% of our total assets were carried at fair value on a recurring basis and $15.0 million (real estate acquired in settlement of loans (“REO”)), were carried based on fair value on a non-recurring basis when fair value indicates evidence of impairment of individual properties. Changes in fair value of our holdings of assets carried at fair value have significant effects on our financial position and results of operations.
The decrease was primarily due to a $3.8 billion decrease in borrowings, partially offset by a $1.7 billion increase in liability for loans eligible for repurchase. 70 Table of Contents Cash Flows Our cash flows for the three years ended December 31, 2022 are summarized below: Year ended December 31, 2022 2021 2020 (in thousands) Operating $ 6,033,235 $ 2,563,061 $ (6,198,938) Investing (721,582) (304,369) 783,034 Financing (4,323,207) (2,451,380) 5,760,107 Net increase (decrease) in cash and restricted cash $ 988,446 $ (192,688) $ 344,203 Operating activities Net cash provided by (used in) operating activities totaled $6.0 billion, $2.6 billion, and $(6.2) billion in the years ended December 31, 2022, 2021, and 2020, respectively.
The increase was primarily due to a $1.6 billion increase in borrowings to fund our inventory of loans held for sale and MSRs and a $187.8 million increase in liability for loans eligible for repurchase. Cash Flows Our cash flows for the three years ended December 31, 2023 are summarized below: Year ended December 31, 2023 2022 2021 (in thousands) Operating $ (1,582,219) $ 6,033,235 $ 2,563,061 Investing (273,288) (721,582) (304,369) Financing 1,465,339 (4,323,207) (2,451,380) Net (decrease) increase in cash and restricted cash $ (390,168) $ 988,446 $ (192,688) 68 Table of Contents Operating activities Net cash (used in) provided by operating activities totaled $(1.6) billion, $6.0 billion, and $2.6 billion in the years ended December 31, 2023, 2022, and 2021, respectively.
In the year ended December 31, 2022, we recognized a $354.2 million net increase in fair value of MSRs and MSLs: $877.7 million of the increase due to changes in fair value inputs, partially offset by $523.5 million of reduction due to realization of cash flows underlying the fair value of MSRs. We estimate fair value of MSRs and MSLs using a discounted cash flow approach.
In the year ended December 31, 2023, we recognized a $605.6 million net decrease in fair value of MSRs and MSLs: $662.4 million of decrease due to realization of cash flows underlying the fair value of MSRs, partially offset by $56.8 million of increase due to changes in fair value inputs. We estimate fair value of MSRs and MSLs using a discounted cash flow approach.
Following is a quantitative summary of the effect of changes in the pull-through rate input on the fair value of IRLCs at December 31, 2022: Change in input (1) Effect on fair value of IRLC of a change in pull-through rate (in thousands) (20) % $ (8,207) (10) % $ (4,095) (5) % $ (2,039) 5 % $ 2,124 10 % $ 4,161 20 % $ 7,420 (1) The upward shift in input amount on a per-loan basis is limited to the amount of shift required to reach a 100% pull-through rate. 52 Table of Contents The preceding analysis holds constant all of the other inputs to show an estimate of the effect on fair value of a change in the pull-through rate.
Following is a quantitative summary of the effect of changes in the pull-through rate input on the fair value of IRLCs at December 31, 2023: Change in input (1) Effect on fair value of IRLC of a change in pull-through rate (2) (in thousands) (20) % $ (21,086) (10) % $ (10,540) (5) % $ (5,266) 5 % $ 3,822 10 % $ 7,162 20 % $ 13,541 (1) The upward shift in input amount on a per-loan basis is limited to the amount of shift required to reach a 100% pull-through rate. (2) This analysis holds constant all of the other inputs to show an estimate of the effect on fair value of a change in the pull-through rate.
The decrease was primarily due to lower gains from production due to decreased production volumes and gain on sale margins and lower EBO loan redelivery gains due to reduced reperformance and modifications and diminished redelivery margins in the year ended December 31, 2022 compared to 2021 and 2020. 58 Table of Contents Our net gains on loans held for sale are summarized below: Year ended December 31, 2022 2021 2020 (in thousands) From non - affiliates: Cash (losses) gains: Loans $ (2,128,195) $ 600,840 $ 2,025,260 Hedging activities 1,347,843 443,341 (767,588) Total cash (losses) gains (780,352) 1,044,181 1,257,672 Non-cash (losses) gains: Change in fair value of loans and derivative financial instruments outstanding at end of year: Interest rate lock commitments (296,349) (354,833) 540,376 Loans 188,849 210,961 (326,986) Hedging derivatives (20,879) (124,200) 116,690 (128,379) (268,072) 330,080 Mortgage servicing rights and mortgage servicing liabilities resulting from loan sales 1,718,094 1,755,318 1,114,720 Provisions for losses relating to representations and warranties: Pursuant to loan sales (9,617) (31,590) (21,035) Reductions in liability due to change in estimate 8,451 16,037 8,667 Total non-cash gains 1,588,549 1,471,693 1,432,432 Total gains on sale from non-affiliates 808,197 2,515,874 2,690,104 From PennyMac Mortgage Investment Trust (primarily cash) (16,564) (51,473) 50,681 $ 791,633 $ 2,464,401 $ 2,740,785 During the year: Interest rate lock commitments issued: By loan type: Government-insured or guaranteed loans $ 57,882,469 $ 95,070,027 $ 91,922,406 Conventional conforming loans 22,060,564 46,363,332 33,682,284 Jumbo loans 98,158 — 8,304 Home equity loans 102,215 — — Home equity lines of credit — — 1,676 $ 80,143,406 $ 141,433,359 $ 125,614,670 By production channel: Consumer direct $ 18,925,722 $ 58,018,371 $ 39,850,344 Broker direct 9,625,043 18,920,730 18,077,816 Correspondent 51,592,641 64,494,258 67,686,510 $ 80,143,406 $ 141,433,359 $ 125,614,670 At end of year: Loans held for sale at fair value $ 3,509,300 $ 9,742,483 $ 11,616,400 Commitments to fund and purchase loans $ 7,009,119 $ 14,111,795 $ 20,624,535 Non-cash elements of gain on sale of loans Our gains on loans held for sale include both cash and non-cash elements.
The decrease was primarily due to lower gains from production due to decreased production volumes and gain on sale margins and lower EBO loan redelivery gains due to reduced reperformance and modifications and diminished redelivery margins in the year ended December 31, 2023 compared to 2022 and 2021. 57 Table of Contents Our net gains on loans held for sale are summarized below: Year ended December 31, 2023 2022 2021 (in thousands) From non - affiliates: Cash (losses) gains: Loans $ (1,337,613) $ (2,128,195) $ 600,840 Hedging activities (99,515) 1,347,843 443,341 Total cash (losses) gains (1,437,128) (780,352) 1,044,181 Non-cash gains (losses): Changes in fair values of loans and derivative financial instruments outstanding at end of year: Interest rate lock commitments 63,749 (296,349) (354,833) Loans (71,425) 188,849 210,961 Hedging derivatives 146,456 (20,879) (124,200) 138,780 (128,379) (268,072) Mortgage servicing rights and mortgage servicing liabilities resulting from loan sales 1,849,957 1,718,094 1,755,318 Provisions for losses relating to representations and warranties: Pursuant to loan sales (12,997) (9,617) (31,590) Reductions in liability due to changes in estimate 9,115 8,451 16,037 Total non-cash gains 1,984,855 1,588,549 1,471,693 Total gains on sale from non-affiliates 547,727 808,197 2,515,874 From PennyMac Mortgage Investment Trust (primarily cash) (1,784) (16,564) (51,473) $ 545,943 $ 791,633 $ 2,464,401 During the year: Interest rate lock commitments issued: By loan type: Government-insured or guaranteed loans $ 50,202,197 $ 57,882,469 $ 95,070,027 Conventional conforming loans 41,388,408 22,060,564 46,363,332 Jumbo loans 154,899 98,158 — Closed-end second lien mortgage loans 1,020,995 102,215 — $ 92,766,499 $ 80,143,406 $ 141,433,359 By production channel: Consumer direct $ 7,667,490 $ 18,925,722 $ 58,018,371 Broker direct 11,149,351 9,625,043 18,920,730 Correspondent 73,949,658 51,592,641 64,494,258 $ 92,766,499 $ 80,143,406 $ 141,433,359 At end of year: Loans held for sale at fair value $ 4,420,691 $ 3,509,300 $ 9,742,483 Commitments to fund and purchase loans $ 6,349,628 $ 7,009,119 $ 14,111,795 Non-Cash Elements of Gain on Sale of Loans Held for Sale Our gains on loans held for sale include both cash and non-cash elements.
Reserved 49 Table of Contents 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 together with our consolidated financial statements and related notes appearing elsewhere in this Report.
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 together with our consolidated financial statements and related notes appearing elsewhere in this Report. The following discussion and analysis contains forward-looking statements that involve risks and uncertainties.
The increase in total expenses was mainly due to increases in compensation and origination expenses reflecting the growth of our direct lending production. Net gains on loans held for sale at fair value In our production segment, revenues reflect the effects of increasing interest rates on both demand for mortgage loans and gain on sale margins during the year ended December 31, 2022, compared to the strong demand due to the historically low interest rate environment that prevailed during 2021 and 2020. In the year ended December 31, 2022, we recognized Net gains on loans held for sale at fair value totaling $791.6 million, as compared to $2.5 billion and $2.7 billion in 2021 and 2020, respectively.
The decrease was primarily due to a $2.0 billion decrease in production revenues primarily due to lower production volume and gain on sale margins across all channels, partially offset by a $768.4 million increase in Net loan servicing fees reflecting improved valuation results in our MSRs, net of hedging results, and a $487.7 million decrease in total expenses, primarily due to reductions in compensation, loan origination and servicing expenses. Net gains on loans held for sale at fair value In our production segment, revenues reflect the effects of increasing interest rates on both demand for mortgage loans and gain on sale margins during the years ended December 31, 2023 and 2022, compared to the strong demand due to the historically low interest rate environment that prevailed during 2021. In the year ended December 31, 2023, we recognized Net gains on loans held for sale at fair value totaling $545.9 million, as compared to $791.6 million and $2.5 billion in 2022 and 2021, respectively.
At December 31, 2022, we held $257.2 million of such loans. - Certain of our loans may become non-saleable into active markets due to our identification of one or more defects.
At December 31, 2023, we held $146.6 million at fair value of such loans. - Certain of our loans may become non-saleable into active markets due to our identification of one or more defects or we may repurchase defective loans subject to representations and warranties.
We also recorded reductions in the liability relating to previously sold loans of $8.5 million, $16.0 million, and $8.7 million, for the years ended December 31, 2022, 2021 and 2020, respectively.
The decrease in provision relating to current loan sales from the year ended December 31, 2021 compared to the year ended December 31, 2022 reflects the decrease in our loan production in 2022. We also recorded reductions in the liability relating to previously sold loans of $9.1 million, $8.5 million, and $16.0 million, for the years ended December 31, 2023, 2022 and 2021, respectively.
We expect our primary sources of liquidity to be through cash flows from business activities, proceeds from bank borrowings, proceeds from and issuance of equity or debt offerings. In addition, we utilized existing borrowing facilities to increase our cash balances to $1.3 billion at December 31, 2022.
We expect our primary sources of liquidity to be through cash flows from business activities, proceeds from bank borrowings, proceeds from and issuance of equity or debt offerings.
At December 31, 2022, we held $46.6 million of such loans. We use a discounted cash flow model to estimate the fair value of “Level 3” fair value loans. The significant unobservable inputs used in the fair value measurement of our “Level 3” fair value loans held for sale are discount rates, home price projections and prepayment speeds.
The significant unobservable inputs used in the fair value measurement of our “Level 3” fair value loans held for sale are discount rates, home price projections and prepayment speeds.
Our cash flows from operating activities are primarily influenced by changes in the levels of our inventory of loans held for sale as shown below: Year ended December 31, 2022 2021 2020 (in thousands) Cash flows from: Loans held for sale $ 5,676,655 $ 3,102,134 $ (5,326,837) Other operating sources 356,580 (539,073) (872,101) $ 6,033,235 $ 2,563,061 $ (6,198,938) Investing activities Net cash used in investing activities was $721.6 million in the year ended December 31, 2022, primarily comprised of $871.9 million in net settlement of derivative financial instruments used to hedge our investment in MSRs and $71.9 million used in acquisition of capitalized software, partially offset by a $238.7 million decrease in margin deposits. Net cash used in investing activities was $304.4 million in the year ended December 31, 2021, primarily comprised of $434.4 million in net settlement of derivative financial instruments used to hedge our investment in MSRs, partially offset by a $97.7 million decrease in margin deposits. Net cash provided by investing activities was $783.0 million in the year ended December 2020, primarily comprised of $913.1 million in net settlement of derivative financial instruments used to hedge our investment in MSRs, partially offset by $131.8 million increase in margin deposits. Financing activities Net cash used in financing activities was $4.3 billion in the year ended December 31, 2022, primarily due to a $4.5 billion decrease in short-term borrowings, which reflects decreased borrowing requirements relating to our reduced inventory of loans held for sale, and $406.1 million in repurchases of common stock, partially offset by issuance of a $650 million note payable secured by mortgage servicing rights. Net cash used in financing activities was $2.5 billion in the year ended December 31, 2021, primarily due to a $2.4 billion decrease in short-term borrowings, which reflects decreased borrowing requirements relating to our inventory of loans held for sale, and a $958.2 million repurchase of common stock, partially offset by issuance of $1.2 billion of unsecured senior notes. 71 Table of Contents Net cash provided by financing activities totaled $5.8 billion in the year ended December 31, 2020, primarily due to an increase of $6.1 billion in borrowings to finance the growth in our inventory of loans held for sale, partially offset by $337.5 million of repurchases of common stock and $30.9 million of dividends paid to our common stock holders. Liquidity and Capital Resources Our liquidity reflects our ability to meet our current obligations (including our operating expenses and, when applicable, the retirement of, and margin calls relating to, our debt, and margin calls relating to hedges on our commitments to purchase or originate mortgage loans and on our MSR investments), fund new originations and purchases, and make investments as we identify them.
The increase in borrowings reflects the increase in inventory of loans held for sale and our investment in MSRs. Net cash used in financing activities was $4.3 billion in the year ended December 31, 2022, primarily due to a $4.5 billion decrease in short-term borrowings, which reflects decreased borrowing requirements relating to our reduced inventory of loans held for sale, and $406.1 million in repurchases of common stock, partially offset by issuance of a $650 million note payable secured by mortgage servicing rights. Net cash used in financing activities was $2.5 billion in the year ended December 31, 2021, primarily due to a $2.4 billion decrease in short-term borrowings, which reflects decreased borrowing requirements relating to our inventory of loans held for sale, and a $958.2 million repurchase of common stock, partially offset by issuance of $1.2 billion of unsecured senior notes. 69 Table of Contents Liquidity and Capital Resources Our liquidity reflects our ability to meet our current obligations (including our operating expenses and, when applicable, the retirement of, and margin calls relating to, our debt, and margin calls relating to hedges on our commitments to purchase or originate mortgage loans and on our MSR investments), fund new originations and purchases, and make investments as we identify them.
Due to the significant contraction in the mortgage market, we reduced business expenses to align with the lower mortgage production activities during the year ended December 31, 2022 and expected mortgage production activity levels in 2023. 55 Table of Contents Our results of operations are summarized below: Year ended December 31, 2022 2021 2020 (dollars in thousands except per share amounts) Revenues: Net gains on loans held for sale at fair value $ 791,633 $ 2,464,401 $ 2,740,785 Loan origination fees 169,859 384,154 285,551 Fulfillment fees from PennyMac Mortgage Investment Trust 67,991 178,927 222,200 Net loan servicing fees 951,329 182,954 439,448 Net interest expense (41,365) (90,530) (24,525) Management fees 31,065 37,801 34,538 Other 15,243 9,654 7,600 Total net revenues 1,985,755 3,167,361 3,705,597 Expenses: Compensation 735,231 999,802 738,569 Loan origination 173,622 330,788 219,746 Technology 139,950 141,426 112,570 Servicing 59,628 109,835 256,934 Other 212,077 226,327 137,169 Total expenses 1,320,508 1,808,178 1,464,988 Income before provision for income taxes 665,247 1,359,183 2,240,609 Provision for income taxes 189,740 355,693 593,725 Net income $ 475,507 $ 1,003,490 $ 1,646,884 Earnings per share Basic $ 8.96 $ 15.73 $ 21.91 Diluted $ 8.50 $ 14.87 $ 20.92 Return on average stockholders' equity 13.8% 28.9% 61.4% Dividends declared per share $ 0.80 $ 0.80 $ 0.54 Income before provision for income taxes by segment: Mortgage banking: Production $ 48,480 $ 1,044,411 $ 1,964,121 Servicing 613,626 306,678 262,144 Total mortgage banking 662,106 1,351,089 2,226,265 Investment management 3,141 8,094 14,344 $ 665,247 $ 1,359,183 $ 2,240,609 Adjusted Earnings Before Interest, Taxes, Depreciation and Amortization ("Adjusted EBITDA") (1) $ 591,055 $ 2,040,581 $ 2,488,716 During the year: Interest rate lock commitments issued $ 80,143,406 $ 141,433,359 $ 125,614,670 Common stock closing per share prices: High $ 70.10 $ 70.57 $ 69.49 Low $ 39.73 $ 56.53 $ 16.90 At end of year $ 56.66 $ 70.57 $ 65.62 At end of year: Interest rate lock commitments outstanding $ 7,009,119 $ 14,111,795 $ 20,624,535 Unpaid principal balance of loan servicing portfolio: Owned: Mortgage servicing rights and liabilities $ 314,600,796 $ 278,385,373 $ 241,268,301 Loans held for sale 3,498,214 9,430,766 11,063,938 318,099,010 287,816,139 252,332,239 Subserviced for PMT 233,575,672 221,892,142 174,418,591 $ 551,674,682 $ 509,708,281 $ 426,750,830 Net assets of PennyMac Mortgage Investment Trust $ 1,962,815 $ 2,367,518 $ 2,296,859 Book value per share $ 69.44 $ 60.11 $ 47.80 (1) To provide investors with information in addition to our results as determined by GAAP, we disclose Adjusted EBITDA as a non-GAAP measure.
If interest rates decrease and mortgage volumes increase in 2024 as industry economists project, certain of the trends observed in our business in 2023 may begin to soften or reverse. 54 Table of Contents Results of Operations Our results of operations are summarized below: Year ended December 31, 2023 2022 2021 (dollars in thousands except per share amounts) Revenues: Loan production revenues $ 719,887 $ 1,029,483 $ 3,027,482 Net loan servicing fees 642,600 951,329 182,954 Net interest expense (4,853) (41,365) (90,530) Management fees from PennyMac Mortgage Investment Trust 28,762 31,065 37,801 Other 15,260 15,243 9,654 Total net revenues 1,401,656 1,985,755 3,167,361 Expenses: Compensation 576,964 735,231 999,802 Legal settlements 162,770 4,649 (4) Technology 143,152 139,950 141,426 Loan origination 114,500 173,622 330,788 Servicing 69,433 59,628 109,835 Other 151,206 207,428 226,331 Total expenses 1,218,025 1,320,508 1,808,178 Income before provision for income taxes 183,631 665,247 1,359,183 Provision for income taxes 38,975 189,740 355,693 Net income $ 144,656 $ 475,507 $ 1,003,490 Earnings per share Basic $ 2.89 $ 8.96 $ 15.73 Diluted $ 2.74 $ 8.50 $ 14.87 Return on average stockholders' equity 4.1% 13.8% 28.9% Dividends declared per share $ 0.80 $ 0.80 $ 0.80 Income before provision for income taxes by segment: Mortgage banking: Production $ 69,325 $ 48,480 $ 1,044,411 Servicing 109,669 613,626 306,678 Total mortgage banking 178,994 662,106 1,351,089 Investment management 4,637 3,141 8,094 $ 183,631 $ 665,247 $ 1,359,183 Adjusted Earnings Before Interest, Taxes, Depreciation and Amortization ("Adjusted EBITDA") (1) $ 701,162 $ 591,055 $ 2,040,581 During the year: Interest rate lock commitments issued $ 92,766,499 $ 80,143,406 $ 141,433,359 Common stock closing per share prices: High $ 92.93 $ 70.10 $ 70.57 Low $ 55.82 $ 39.73 $ 56.53 At end of year $ 88.37 $ 56.66 $ 70.57 At end of year: Interest rate lock commitments outstanding $ 6,349,628 $ 7,009,119 $ 14,111,795 Unpaid principal balance of loan servicing portfolio: Owned: Mortgage servicing rights and liabilities $ 370,269,011 $ 314,600,796 $ 278,385,373 Loans held for sale 4,294,689 3,498,214 9,430,766 374,563,700 318,099,010 287,816,139 Subserviced for PMT 232,653,069 233,575,672 221,892,142 $ 607,216,769 $ 551,674,682 $ 509,708,281 Net assets of PennyMac Mortgage Investment Trust $ 1,957,090 $ 1,962,815 $ 2,367,518 Book value per share $ 70.52 $ 69.44 $ 60.11 (1) To provide investors with information in addition to our results as determined by GAAP, we disclose Adjusted EBITDA as a non-GAAP measure.
The decrease was primarily due to fulfillment fee structure changes, which generally reduced the fulfillment fees per loan fulfilled, and an increase in discretionary reductions in the fulfillment fee rate in the year ended December 31, 2021 compared to 2020. Net loan servicing fees Our net loan servicing fee income has two primary components: fees earned for servicing the loans and the effects of MSR and MSL valuation changes, net of hedging results as summarized below: Year ended December 31, 2022 2021 2020 (in thousands) Loan servicing fees $ 1,228,637 $ 1,075,112 $ 998,291 Effects of MSRs and MSLs (277,308) (892,158) (558,843) Net loan servicing fees $ 951,329 $ 182,954 $ 439,448 62 Table of Contents Loan Servicing Fees Following is a summary of our loan servicing fees: Year ended December 31, 2022 2021 2020 (in thousands) From non-affiliates $ 1,054,828 $ 875,570 $ 814,646 From PennyMac Mortgage Investment Trust 81,915 80,658 67,181 Other Late charges 48,166 34,957 41,100 Other 43,728 83,927 75,364 91,894 118,884 116,464 $ 1,228,637 $ 1,075,112 $ 998,291 Average loan servicing portfolio MSRs and MSLs $ 297,207,950 $ 258,759,523 $ 235,567,838 Subserviced for PMT $ 226,817,005 $ 202,047,495 $ 151,379,311 Loan servicing fees from non-affiliates generally relate to our MSRs which are primarily related to servicing we provide for loans included in Agency securitizations.
We charge fulfillment fees based on the number of loans we lock and fulfill for PMT. Fulfillment fees decreased $40.2 million and $110.9 million in the years ended December 31, 2023 and 2022, respectively, compared to 2022 and 2021, respectively, primarily due to decreases in correspondent loan production volumes for PMT’s account which reflects our purchases of conventional correspondent loans from PMT. Net loan servicing fees Our net loan servicing fee income has two primary components: fees earned for servicing the loans and the effects of MSR and MSL valuation changes, net of hedging results as summarized below: Year ended December 31, 2023 2022 2021 (in thousands) Loan servicing fees $ 1,484,946 $ 1,228,637 $ 1,075,112 Effects of MSRs and MSLs net of hedging results (842,346) (277,308) (892,158) Net loan servicing fees $ 642,600 $ 951,329 $ 182,954 61 Table of Contents Loan Servicing Fees Following is a summary of our loan servicing fees: Year ended December 31, 2023 2022 2021 (in thousands) From non-affiliates $ 1,268,650 $ 1,054,828 $ 875,570 From PennyMac Mortgage Investment Trust 81,347 81,915 80,658 Other: Late charges 65,781 48,166 34,957 Other 69,168 43,728 83,927 134,949 91,894 118,884 $ 1,484,946 $ 1,228,637 $ 1,075,112 Average loan servicing portfolio: MSRs and MSLs $ 338,373,762 $ 297,207,950 $ 258,759,523 Subserviced for PMT $ 234,303,254 $ 226,817,005 $ 202,047,495 Loan servicing fees from non-affiliates generally relate to our MSRs which are primarily related to servicing we provide for loans included in Agency securitizations.
The increase is primarily due to $3.0 million of performance incentive fees earned as a result of PMT’s increased profitability during one of the twelve-month measurement periods used to measure PMT’s profitability during 2021 compared to 2020. 67 Table of Contents Change in Fair Value of Investment in and Dividends Received from PMT The results of our holdings of common shares of PMT, which is included in Changes in fair value of investment in, and dividends received from PMT are summarized below: Year ended December 31, 2022 2021 2020 (in thousands) Dividends from PennyMac Mortgage Investment Trust $ 136 $ 141 $ 114 Change in fair value of investment in PennyMac Mortgage Investment Trust (371) 195 (567) Dividends received and change in fair value $ (235) $ 336 $ (453) Fair value of PennyMac Mortgage Investment Trust shares at end of year $ 929 $ 1,300 $ 1,105 Change in fair value of investment in and dividends received from PMT decreased $571,000 in the year ended December 31, 2022 compared to 2021 and increased $789,000 in the year ended December 31, 2021 compared to 2020, primarily due to changes in the fair value of our investment in PMT.
Management fees decreased $6.7 million in the year ended December 31, 2022 compared to 2021, reflecting the decrease in PMT’s average shareholders’ equity upon which its base management fees are based and a decrease in performance incentive fees. Change in Fair Value of Investment in and Dividends Received from PMT The results of our holdings of common shares of PMT, which is included in Changes in fair value of investment in, and dividends received from PMT are summarized below: Year ended December 31, 2023 2022 2021 (in thousands) Dividends from PennyMac Mortgage Investment Trust $ 120 $ 136 $ 141 Change in fair value of investment in PennyMac Mortgage Investment Trust 192 (371) 195 Dividends received and change in fair value $ 312 $ (235) $ 336 Fair value of PennyMac Mortgage Investment Trust shares at end of year $ 1,121 $ 929 $ 1,300 Change in fair value of investment in and dividends received from PMT increased $547,000 in the year ended December 31, 2023 compared to 2022 and decreased $571,000 in the year ended December 31, 2022 compared to 2021, primarily due to changes in the fair value of our investment in PMT.
We endeavor to moderate the effects of changes in fair value by entering into derivatives transactions and, until March of 2021, by financing certain of our purchases of MSRs with the sale of a portion of the MSR assets’ cash flows to PMT in the form of ESS certificates. 63 Table of Contents Change in fair value of MSR, MSL and ESS and the related hedging results are summarized below: Year ended December 31, 2022 2021 2020 (in thousands) MSR and MSL valuation changes: Realization of cash flows $ (523,495) $ (347,576) $ (392,152) Other changes in fair value of mortgage servicing rights and mortgage servicing liabilities 877,671 (68,330) (1,109,841) 354,176 (415,906) (1,501,993) Change in fair value of excess servicing spread — (1,037) 24,970 Hedging results (631,484) (475,215) 918,180 Total change in fair value of mortgage servicing rights, mortgage servicing liabilities and excess servicing spread financing net of hedging results $ (277,308) $ (892,158) $ (558,843) Average balances: Mortgage servicing rights $ 5,117,835 $ 3,347,980 $ 2,404,621 Mortgage servicing liabilities $ 2,397 $ 55,623 $ 32,071 Excess servicing spread financing $ — $ 21,563 $ 153,768 At end of year: Mortgage servicing rights $ 5,953,621 $ 3,878,078 $ 2,581,174 Mortgage servicing liabilities $ 2,096 $ 2,816 $ 45,324 Excess servicing spread financing $ — $ — $ 131,750 Changes in realization of cash flows are influenced by changes in the level of servicing assets and liabilities and changes in estimates of the remaining cash flows to be realized.
We endeavor to moderate the effects of changes in fair value by entering into derivatives transactions and, until March of 2021, by financing certain of our purchases of MSRs with the sale of a portion of the MSR assets’ cash flows to PMT in the form of ESS. 62 Table of Contents Change in fair value of MSR, MSL and ESS and the related hedging results are summarized below: Year ended December 31, 2023 2022 2021 (in thousands) MSR and MSL valuation changes and hedging results: Changes in fair value attributable to changes in fair value inputs $ 56,807 $ 877,671 $ (68,330) Hedging results (236,778) (631,484) (475,215) Change in fair value of excess servicing spread — — (1,037) (179,971) 246,187 (544,582) Changes in fair value attributable to realization of cash flows (662,375) (523,495) (347,576) Total change in fair value of mortgage servicing rights and mortgage servicing liabilities net of hedging results $ (842,346) $ (277,308) $ (892,158) Average balances: Mortgage servicing rights $ 6,552,321 $ 5,117,835 $ 3,347,980 Mortgage servicing liabilities $ 1,938 $ 2,397 $ 55,623 Excess servicing spread financing $ — $ — $ 21,563 At end of year: Mortgage servicing rights $ 7,099,348 $ 5,953,621 $ 3,878,078 Mortgage servicing liabilities $ 1,805 $ 2,096 $ 2,816 Changes in fair value of MSRs and MSLs attributable to changes in fair value inputs decreased in the year ended December 31, 2023 compared to 2022 primarily due to the smaller increase in interest rates in 2023 as compared to 2022.
Therefore the preceding analyses are not projections of the effects of a shock event or a change in our estimate of an input and should not be relied upon as earnings projections. 54 Table of Contents Results of Operations Business Trends Due to significant inflationary pressures, the U.S.
Therefore these analyses are not projections of the effects of a shock event or a change in our estimate of an input and should not be relied upon as earnings projections. Accounting Developments Refer to Note 3 – Significant Accounting Policies ‒ Recently Issued Accounting Pronouncements to our consolidated financial statements for a discussion of recent accounting developments and the expected effect on the Company. Business Trends Due to significant inflationary pressures, the U.S.
The decrease in loans held for sale at fair value was primarily due to lower loan production volume in 2022. Total liabilities decreased by $2.0 billion from $15.4 billion as of December 31, 2021 to $13.4 billion at December 31, 2022.
The increase was primarily due to a $1.1 billion increase in MSRs and a $911.4 million increase in loans held for sale at fair value. Total liabilities increased by $1.9 billion from $13.4 billion as of December 31, 2022 to $15.3 billion at December 31, 2023.
The decrease in refinancing activity in our MSR portfolio caused the decrease in the interest shortfall; and ● an increase of $16.6 million in interest income from cash balances reflecting increasing interest rates; partially offset by ● a decrease of $103.1 million in interest income from loans held for sale reflecting lower average levels of inventory; and ● an increase of $9.2 million in interest expense on borrowings due to the higher interest rate environment. Net interest expense increased $66.0 million in the year ended December 31, 2021 compared to 2020.
The decrease in refinancing activity in our MSR portfolio caused the decrease in the interest shortfall; ● an increase of $16.6 million in interest income from cash balances reflecting increasing interest rates; partially offset by ● a decrease of $103.1 million in interest income from loans held for sale reflecting lower average levels of inventory; and ● an increase of $9.2 million in interest expense on borrowings due to the higher interest rate environment. 65 Table of Contents Management fees Management fees are summarized below: Year ended December 31, 2023 2022 2021 (in thousands) Base management $ 28,762 $ 31,065 $ 34,794 Performance incentive — — 3,007 $ 28,762 $ 31,065 $ 37,801 Average of net assets of PMT during the year $ 1,917,642 $ 2,079,851 $ 2,348,395 Management fees decreased $2.3 million in the year ended December 31, 2023 compared to 2022, reflecting the decrease in PMT’s average shareholders’ equity upon which its base management fees are based.
At December 31 2022, we held $42.0 million of such loans. - There is no active market with observable inputs that are significant to the estimation of the fair value of home equity loans we produce.
At December 31 2023, we held $10.0 million at fair value of such loans. - The closed-end second lien mortgage loans we produce do not have an active market with observable inputs that are significant to the estimation of their fair value.
(2) The borrowing facilities with Credit Suisse First Boston Mortgage Capital LLC and Citibank, N.A. are in the form of asset sales under agreements to repurchase. All debt financing arrangements that matured between December 31, 2022 and the date of this Annual Report have been renewed or extended and are described in Note 12 — Short-Term Borrowings to the accompanying consolidated financial statements. Item 7A.
(“Atlas SP”), Atlas Securitized Products Investments 3, L.P., Atlas Securitized Products Funding 2, L.P., and Nexera Holding LLC. All debt financing arrangements that matured between December 31, 2023 and the date of this Annual Report have been renewed or extended and are described in Note 14 — Short-Term Borrowings to the accompanying consolidated financial statements. Item 7A.
The reduction reflects the improvements in the performance of our servicing portfolio due to the resolution of delinquent loans relating to the COVID-19 pandemic. Technology Technology expense decreased $1.5 million in the year ended December 31, 2022 compared to 2021 and increased $28.9 million in the year ended December 31, 2021 compared to 2020.
The reduction also reflects the improvements in the performance of our servicing portfolio due to the resolution of delinquent loans relating to the COVID-19 pandemic. Provision for income taxes For the years ended December 31, 2023, 2022 and 2021, our effective income tax rates were 21.2%, 28.5%, and 26.2%, respectively.