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Racial Disparities in Mortgage Lending: New Evidence Based on Processing Time

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This paper examines racial disparities in mortgage processing time prior to the global financial crisis. We find that Black borrowers are underrepresented and experience a longer processing time than White borrowers among the mortgages securitized by government-sponsored enterprises. At the same time, Black borrowers are overrepresented and face a similar processing time among privately securitized mortgages. Additionally, Black borrowers are strongly associated with the faster segments of mortgage markets, faster lenders within each segment, and the types of loan products that are processed faster, all of which subsequently experienced higher defaults.

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  • Bin Wei & Feng Zhao, 2022. "Racial Disparities in Mortgage Lending: New Evidence Based on Processing Time," FRB Atlanta Working Paper 2022-1, Federal Reserve Bank of Atlanta.
  • Handle: RePEc:fip:fedawp:94781
    DOI: 10.29338/wp2022-01
    Note: The authors thank Raphael Bostic, Toni Braun, Chris Cunningham, Andrew Ellul, Isil Erel, Kris Gerardi, Mark Jensen, Benjamin Keys (discussant), Camelia Kuhnen (editor), Uday Rajan (editor), Philipp Schnabl, James Vickery (discussant), Larry Wall, and Vincent Yao for very helpful comments. They also thank participants in the 2021 Review of Corporate Finance Studies winter conference and the 2021 Atlanta Fed conference "Racial Inequality and Disparities in Financial Markets" for very helpful comments. The views expressed here are those of the authors and not necessarily those of the Banks for International Settlements, the Federal Reserve Bank of Atlanta, or the Federal Reserve System. Any remaining errors are the authors' responsibility.
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    as
    1. Patrick Bayer & Fernando Ferreira & Stephen L. Ross, 2016. "The Vulnerability of Minority Homeowners in the Housing Boom and Bust," American Economic Journal: Economic Policy, American Economic Association, vol. 8(1), pages 1-27, February.
    2. Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015. "The failure of models that predict failure: Distance, incentives, and defaults," Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
    3. Kaushik Basu & Joseph E. Stiglitz (ed.), 2016. "Inequality and Growth: Patterns and Policy," International Economic Association Series, Palgrave Macmillan, number 978-1-137-55454-3, December.
    4. 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.
    5. Agarwal, Sumit & Amromin, Gene & Ben-David, Itzhak & Chomsisengphet, Souphala & Evanoff, Douglas D., 2014. "Predatory lending and the subprime crisis," Journal of Financial Economics, Elsevier, vol. 113(1), pages 29-52.
    6. Atif Mian & Amir Sufi, 2018. "Finance and Business Cycles: The Credit-Driven Household Demand Channel," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 31-58, Summer.
    7. Gerardi, Kristopher & Willen, Paul S. & Zhang, David Hao, 2023. "Mortgage prepayment, race, and monetary policy," Journal of Financial Economics, Elsevier, vol. 147(3), pages 498-524.
    8. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    9. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2019. "Credit Supply and the Housing Boom," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1317-1350.
    10. Ross, Stephen L. & Tootell, Geoffrey M. B., 2004. "Redlining, the Community Reinvestment Act, and private mortgage insurance," Journal of Urban Economics, Elsevier, vol. 55(2), pages 278-297, March.
    11. Wei Jiang & Ashlyn Aiko Nelson & Edward Vytlacil, 2014. "Liar's Loan? Effects of Origination Channel and Information Falsification on Mortgage Delinquency," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 1-18, March.
    12. Jane K. Dokko & Benjamin J. Keys & Lindsay E. Relihan, 2019. "Affordability, financial innovation and the start of the housing boom," CEP Discussion Papers dp1611, Centre for Economic Performance, LSE.
    13. Black, Harold A. & Boehm, Thomas P. & DeGennaro, Ramon P., 2003. "Is there discrimination in mortgage pricing? The case of overages," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1139-1165, June.
    14. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    15. Joseph E. Stiglitz, 2016. "New Theoretical Perspectives on the Distribution of Income and Wealth Among Individuals," International Economic Association Series, in: Kaushik Basu & Joseph E. Stiglitz (ed.), Inequality and Growth: Patterns and Policy, chapter 1, pages 1-71, Palgrave Macmillan.
    16. Gary Gorton, 2017. "The History and Economics of Safe Assets," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 547-586, September.
    17. Cem Demiroglu & Christopher James, 2012. "How Important is Having Skin in the Game? Originator-Sponsor Affiliation and Losses on Mortgage-backed Securities," The Review of Financial Studies, Society for Financial Studies, vol. 25(11), pages 3217-3258.
    18. Neil Bhutta & Aurel Hizmo, 2020. "Do Minorities Pay More for Mortgages?," Finance and Economics Discussion Series 2020-007, Board of Governors of the Federal Reserve System (U.S.).
    19. Benjamin J. Keys & Amit Seru & Vikrant Vig, 2012. "Lender Screening and the Role of Securitization: Evidence from Prime and Subprime Mortgage Markets," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2071-2108.
    20. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    21. Patrick Bayer & Fernando Ferreira & Stephen L. Ross, 2018. "What Drives Racial and Ethnic Differences in High-Cost Mortgages? The Role of High-Risk Lenders," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 175-205.
    22. Itzhak Ben-David, 2011. "Financial Constraints and Inflated Home Prices during the Real Estate Boom," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 55-87, July.
    23. Pengjie Gao & Paul Schultz & Zhaogang Song, 2017. "Liquidity in a Market for Unique Assets: Specified Pool and To-Be-Announced Trading in the Mortgage-Backed Securities Market," Journal of Finance, American Finance Association, vol. 72(3), pages 1119-1170, June.
    24. Begley, Taylor A. & Purnanandam, Amiyatosh, 2021. "Color and credit: Race, regulation, and the quality of financial services," Journal of Financial Economics, Elsevier, vol. 141(1), pages 48-65.
    25. Eric Arentsen & David C. Mauer & Brian Rosenlund & Harold H. Zhang & Feng Zhao, 2015. "Subprime Mortgage Defaults and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 70(2), pages 689-731, April.
    26. Richard J. Rosen, 2011. "Competition in mortgage markets: the effect of lender type on loan characteristics," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 35(Q I), pages 2-21.
    27. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
    28. Holmes, Andrew & Horvitz, Paul, 1994. "Mortgage Redlining: Race, Risk, and Demand," Journal of Finance, American Finance Association, vol. 49(1), pages 81-99, March.
    29. Tomasz Piskorski & Amit Seru & James Witkin, 2015. "Asset Quality Misrepresentation by Financial Intermediaries: Evidence from the RMBS Market," Journal of Finance, American Finance Association, vol. 70(6), pages 2635-2678, December.
    30. Nadauld, Taylor D. & Sherlund, Shane M., 2013. "The impact of securitization on the expansion of subprime credit," Journal of Financial Economics, Elsevier, vol. 107(2), pages 454-476.
    31. Andrew F. Haughwout & Donghoon Lee & Joseph Tracy & Wilbert Van der Klaauw, 2011. "Real estate investors, the leverage cycle, and the housing market crisis," Staff Reports 514, Federal Reserve Bank of New York.
    32. Marsha Courchane & David Nickerson, 1997. "Discrimination Resulting from Overage Practices," Journal of Financial Services Research, Springer;Western Finance Association, vol. 11(1), pages 133-151, February.
    33. Kaushik Basu & Joseph E. Stiglitz, 2016. "Inequality and Growth," World Bank Publications - Books, The World Bank Group, number 24983.
    34. Amiyatosh Purnanandam, 2011. "Originate-to-distribute Model and the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1881-1915.
    35. Robert B. Avery & Kenneth P. Brevoort & Glenn B. Canner, 2007. "Opportunities and Issues in Using HMDA Data," Journal of Real Estate Research, American Real Estate Society, vol. 29(4), pages 351-380.
    36. Tzioumis, Konstantinos & Gee, Matthew, 2013. "Nonlinear incentives and mortgage officers’ decisions," Journal of Financial Economics, Elsevier, vol. 107(2), pages 436-453.
    37. Kaushik Basu & Joseph E. Stiglitz (ed.), 2016. "Inequality and Growth: Patterns and Policy," International Economic Association Series, Palgrave Macmillan, number 978-1-137-55459-8, December.
    38. Adelino, Manuel & Gerardi, Kristopher & Hartman-Glaser, Barney, 2019. "Are lemons sold first? Dynamic signaling in the mortgage market," Journal of Financial Economics, Elsevier, vol. 132(1), pages 1-25.
    39. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    40. Black, Harold & Schweitzer, Robert L & Mandell, Lewis, 1978. "Discrimination in Mortgage Lending," American Economic Review, American Economic Association, vol. 68(2), pages 186-191, May.
    41. Mark J. Garmaise, 2015. "Borrower Misreporting and Loan Performance," Journal of Finance, American Finance Association, vol. 70(1), pages 449-484, February.
    42. Ping Cheng & Zhenguo Lin & Yingchun Liu, 2015. "Racial Discrepancy in Mortgage Interest Rates," The Journal of Real Estate Finance and Economics, Springer, vol. 51(1), pages 101-120, July.
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    More about this item

    Keywords

    processing time; lending standards; racial disparities; mortgage loans;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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