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The Financing of Debt Relief: Intermediary Liquidity and the Value of Borrower Information

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  • Arka P. Bandyopadhyay

Abstract

I study how intermediary liquidity affects mortgage resolution using 1.9 million Ginnie Mae buyout options from 2019 to 2022. When funding markets froze in 2020, nonbank issuers repurchased far fewer delinquent loans than depositories servicing loans in the same pools and, within the same issuer and month, shifted repurchases away from large balances, the loans that require the most cash. About $19 billion of repurchases were delayed, and most were completed later. A model of rationing by value per dollar of cash explains this pattern and shows that borrower information is most valuable when funding is intermediate.

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  • Arka P. Bandyopadhyay, 2026. "The Financing of Debt Relief: Intermediary Liquidity and the Value of Borrower Information," Papers 2610.12875, arXiv.org.
    • Handle: RePEc:arx:papers:2610.12875
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    1. Gonzalo Maturana, 2017. "When Are Modifications of Securitized Loans Beneficial to Investors?," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3824-3857.
    2. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    3. Andreas Fuster & Aurel Hizmo & Lauren Lambie-Hanson & James Vickery & Paul S. Willen, 2021. "How Resilient Is Mortgage Credit Supply? Evidence from the COVID-19 Pandemic," NBER Working Papers 28843, National Bureau of Economic Research, Inc.
    4. Andreas Fuster & Paul Goldsmith‐Pinkham & Tarun Ramadorai & Ansgar Walther, 2022. "Predictably Unequal? The Effects of Machine Learning on Credit Markets," Journal of Finance, American Finance Association, vol. 77(1), pages 5-47, February.
    5. Bandyopadhyay, Arka Prava & Maliar, Lilia, 2026. "Reinforcement learning for household finance: Designing policy via responsiveness," Journal of Economic Dynamics and Control, Elsevier, vol. 182(C).
    6. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    7. Aiello, Darren J., 2022. "Financially constrained mortgage servicers," Journal of Financial Economics, Elsevier, vol. 144(2), pages 590-610.
    8. Bandyopadhyay, Arka P. & Kim, Dongshin & Smith, Patrick S., 2026. "Adverse Selection in Mortgage Markets: Evidence from Ginnie Mae Early Buyouts," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 61(3), pages 1148-1177, May.
    9. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    10. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    11. Froot, Kenneth A. & Scharfstein, David S. & Stein, Jeremy C., 2008. "Risk management: coordinating corporate investment and financing policies," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(1), January.
    12. Bengt Holmstrom & Jean Tirole, 1998. "Private and Public Supply of Liquidity," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 1-40, February.
    13. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    14. Peter DeMarzo & Darrell Duffie, 1999. "A Liquidity-Based Model of Security Design," Econometrica, Econometric Society, vol. 67(1), pages 65-100, January.
    15. Kruger, Samuel, 2018. "The effect of mortgage securitization on foreclosure and modification," Journal of Financial Economics, Elsevier, vol. 129(3), pages 586-607.
    16. Ashesh Rambachan & Jonathan Roth, 2023. "A More Credible Approach to Parallel Trends," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(5), pages 2555-2591.
    17. Stein, Jeremy C, 1997. "Internal Capital Markets and the Competition for Corporate Resources," Journal of Finance, American Finance Association, vol. 52(1), pages 111-133, March.
    18. Piskorski, Tomasz & Seru, Amit & Vig, Vikrant, 2010. "Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 369-397, September.
    19. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    20. Adelino, Manuel & Gerardi, Kristopher & Willen, Paul S., 2013. "Why don't Lenders renegotiate more home mortgages? Redefaults, self-cures and securitization," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 835-853.
    21. Karen Pence, 2022. "Liquidity in the mortgage market: How does the COVID‐19 crisis compare with the global financial crisis?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(6), pages 1405-1424, November.
    22. Kim, You Suk & Lee, Donghoon & Scharlemann, Tess & Vickery, James, 2024. "Intermediation frictions in debt relief: Evidence from CARES Act forbearance," Journal of Financial Economics, Elsevier, vol. 158(C).
    23. Pedro Gete & Michael Reher, 2021. "Mortgage Securitization and Shadow Bank Lending [The liquidity coverage ratio and liquidity risk monitoring tools]," The Review of Financial Studies, Society for Financial Studies, vol. 34(5), pages 2236-2274.
    24. You Suk Kim & Karen Pence & Richard Stanton & Johan Walden & Nancy Wallace, 2022. "Nonbanks and Mortgage Securitization," Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 137-166, November.
    25. Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2020. "On the Rise of FinTechs: Credit Scoring Using Digital Footprints," The Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2845-2897.
    26. Jon Kleinberg & Himabindu Lakkaraju & Jure Leskovec & Jens Ludwig & Sendhil Mullainathan, 2018. "Human Decisions and Machine Predictions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 237-293.
    27. José María Liberti & Mitchell A Petersen, 2019. "Information: Hard and Soft," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 1-41.
    28. Glenn W. Boyle & Graeme A. Guthrie, 2003. "Investment, Uncertainty, and Liquidity," Journal of Finance, American Finance Association, vol. 58(5), pages 2143-2166, October.
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