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Mortgage characteristics and the racial incidence of default

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  • Li, Phillip
  • Mayock, Tom

Abstract

Previous research has shown that relative to White borrowers, Black and Hispanic borrowers taking out mortgages at the height of the early-2000s housing boom experienced significantly higher delinquency rates. In this paper we attempt to gain a better understanding of the factors that gave rise to these racial differences in mortgage delinquency. Using a database of nearly 3 million mortgages originated between 2005 and 2009, we find that minority borrowers were significantly more likely to have mortgages with high-risk contract characteristics, such as prepayment penalties, payment resets, and terms that limit principal paydown. While much of the racial variation in the prevalence of these characteristics can be explained by common measures of borrower creditworthiness, we also provide evidence that even after conditioning on a rich set of borrower controls, minority borrowers were more likely to have several high-risk mortgage characteristics. Results from mortgage default models and a decomposition exercise show that the concentration of minority borrowers in such loans elevated default rates for Black and Hispanic borrowers by 2 and 4 percentage points, respectively, relative to the default rate for White borrowers. The totality of our results suggest that exotic loan characteristics acted as mortgage default accelerants for many minority homeowners that experienced significant income and equity shocks during the Great Recession.

Suggested Citation

  • Li, Phillip & Mayock, Tom, 2019. "Mortgage characteristics and the racial incidence of default," Journal of Housing Economics, Elsevier, vol. 46(C).
  • Handle: RePEc:eee:jhouse:v:46:y:2019:i:c:s1051137718303188
    DOI: 10.1016/j.jhe.2019.101655
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    References listed on IDEAS

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    1. Mayock, Tom & Malacrida, Rachel Spritzer, 2018. "Socioeconomic and racial disparities in the financial returns to homeownership," Regional Science and Urban Economics, Elsevier, vol. 70(C), pages 80-96.
    2. 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.
    3. Gabriel, Stuart A. & Rosenthal, Stuart S., 2005. "Homeownership in the 1980s and 1990s: aggregate trends and racial gaps," Journal of Urban Economics, Elsevier, vol. 57(1), pages 101-127, January.
    4. Gerardi Kristopher & Willen Paul, 2009. "Subprime Mortgages, Foreclosures, and Urban Neighborhoods," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(3), pages 1-37, March.
    5. Carrillo, Paul E. & Pope, Jaren C., 2012. "Are homes hot or cold potatoes? The distribution of marketing time in the housing market," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 189-197.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    7. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    8. McMillen, Daniel P., 2008. "Changes in the distribution of house prices over time: Structural characteristics, neighborhood, or coefficients?," Journal of Urban Economics, Elsevier, vol. 64(3), pages 573-589, November.
    9. repec:mcb:jmoncb:v:45:y:2013:i::p:251-275 is not listed on IDEAS
    10. Carrillo, Paul & Yezer, Anthony, 2009. "Alternative measures of homeownership gaps across segregated neighborhoods," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 542-552, September.
    11. Fesselmeyer, Eric & Le, Kien T. & Seah, Kiat Ying, 2012. "A household-level decomposition of the white–black homeownership gap," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 52-62.
    12. Gyourko, Joseph & Tracy, Joseph, 2014. "Reconciling theory and empirics on the role of unemployment in mortgage default," Journal of Urban Economics, Elsevier, vol. 80(C), pages 87-96.
    13. Mueller, Holger M. & Yannelis, Constantine, 2019. "The rise in student loan defaults," Journal of Financial Economics, Elsevier, vol. 131(1), pages 1-19.
    14. 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.
    15. Fredrik Andersson & Souphala Chomsisengphet & Dennis Glennon & Feng Li, 2013. "The Changing Pecking Order of Consumer Defaults," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(2-3), pages 251-275, March.
    16. Martin Biewen, 2014. "A general decomposition formula with interaction effects," Applied Economics Letters, Taylor & Francis Journals, vol. 21(9), pages 636-642, June.
    17. John M. Griffin & Gonzalo Maturana, 2016. "Editor's Choice Who Facilitated Misreporting in Securitized Loans?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 384-419.
    18. Stuart A. Gabriel & Stuart S. Rosenthal, 2015. "The Boom, the Bust and the Future of Homeownership," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(2), pages 334-374, June.
    19. Neil Bhutta & Glenn B. Canner, 2013. "Mortgage Market Conditions and Borrower Outcomes: Evidence from the 2012 HMDA Data and Matched HMDA–Credit Record Data," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 99(4), November.
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    3. Hu, Bowei, 2024. "Banking Without Banks: How Bank Account Ownership Influences Racial Disparities in Alternative Financial Services," OSF Preprints mcew5, Center for Open Science.
    4. Ryan M. Goodstein & Alicia Lloro & Sherrie L.W. Rhine & Jeffrey M. Weinstein, 2021. "What accounts for racial and ethnic differences in credit use?," Journal of Consumer Affairs, Wiley Blackwell, vol. 55(2), pages 389-416, June.

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