IDEAS home Printed from https://ideas.repec.org/a/eee/jhouse/v46y2019ics1051137718303188.html
   My bibliography  Save this article

Mortgage characteristics and the racial incidence of default

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1051137718303188
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhe.2019.101655?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    8. 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.
    9. 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.
    10. 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.
    11. repec:mcb:jmoncb:v:45:y:2013:i::p:251-275 is not listed on IDEAS
    12. 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.
    13. 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.
    14. Mueller, Holger M. & Yannelis, Constantine, 2019. "The rise in student loan defaults," Journal of Financial Economics, Elsevier, vol. 131(1), pages 1-19.
    15. 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.
    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?," 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kristopher Gerardi & Paul S. Willen & David Hao Zhang, 2020. "Mortgage Prepayment, Race, and Monetary Policy," FRB Atlanta Working Paper 2020-22, Federal Reserve Bank of Atlanta.
    2. Mayock, Tom & Tzioumis, Konstantinos, 2021. "New construction and mortgage default," Journal of Banking & Finance, Elsevier, vol. 133(C).
    3. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Paul E. Carrillo & Jonathan L. Rothbaum, 2016. "Counterfactual Spatial Distributions," Journal of Regional Science, Wiley Blackwell, vol. 56(5), pages 868-894, November.
    2. 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.
    3. Pan, Yao, 2016. "Understanding the rural and urban household saving rise in China," Regional Science and Urban Economics, Elsevier, vol. 56(C), pages 46-59.
    4. Durba Chakrabarty & Michael J. Osei & John V. Winters & Danyang Zhao, 2019. "Which immigrant and minority homeownership rates are gaining ground in the US?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 43(2), pages 273-297, April.
    5. Chakrabarty, Durba & Osei, Michael J. & Winters, John V. & Zhao, Danyang, 2017. "Are Immigrant and Minority Homeownership Rates Gaining Ground in the US?," IZA Discussion Papers 10852, Institute of Labor Economics (IZA).
    6. Fesselmeyer, Eric & Le, Kien T. & Seah, Kiat Ying, 2013. "Changes in the white–black house value distribution gap from 1997 to 2005," Regional Science and Urban Economics, Elsevier, vol. 43(1), pages 132-141.
    7. Kristopher Gerardi & Paul S. Willen & David Hao Zhang, 2020. "Mortgage Prepayment, Race, and Monetary Policy," Working Papers 20-7, Federal Reserve Bank of Boston.
    8. Kiat Ying Seah & Eric Fesselmeyer & Kien Le, 2017. "Estimating and decomposing changes in the White–Black homeownership gap from 2005 to 2011," Urban Studies, Urban Studies Journal Limited, vol. 54(1), pages 119-136, January.
    9. Shaun A. Bond & Michael D. Eriksen, 2021. "The role of parents on the home ownership experience of their children: Evidence from the health and retirement study," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(2), pages 433-458, June.
    10. Laurent Gobillon & Matthieu Solignac, 2014. "Homeownership of immigrants in France," ERSA conference papers ersa14p558, European Regional Science Association.
    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. James Cloyne & Òscar Jordà & Alan M. Taylor, 2020. "Decomposing the Fiscal Multiplier," Working Paper Series 2020-12, Federal Reserve Bank of San Francisco.
    13. Cobb-Clark, Deborah A. & Sinning, Mathias G., 2011. "Neighborhood diversity and the appreciation of native- and immigrant-owned homes," Regional Science and Urban Economics, Elsevier, vol. 41(3), pages 214-226, May.
    14. 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.
    15. Laurent Gobillon & Matthieu Solignac, 2020. "Homeownership of immigrants in France: selection effects related to international migration flows [A nation of immigrants: assimilation and economic outcomes in the age of mass migration]," Journal of Economic Geography, Oxford University Press, vol. 20(2), pages 355-396.
    16. Gregory Sharp & Ellen Whitehead & Matthew Hall, 2020. "Tapped Out? Racial Disparities in Extrahousehold Kin Resources and the Loss of Homeownership," Demography, Springer;Population Association of America (PAA), vol. 57(5), pages 1903-1928, October.
    17. Milonas, Kristoffer, 2017. "The effect of foreclosure laws on securitization: Evidence from U.S. states," Journal of Financial Stability, Elsevier, vol. 33(C), pages 1-22.
    18. 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.
    19. Andersson, Fredrik & Mayock, Tom, 2014. "How does home equity affect mobility?," Journal of Urban Economics, Elsevier, vol. 84(C), pages 23-39.
    20. Qin, Yu & Zhu, Hongjia & Zhu, Rong, 2016. "Changes in the distribution of land prices in urban China during 2007–2012," Regional Science and Urban Economics, Elsevier, vol. 57(C), pages 77-90.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jhouse:v:46:y:2019:i:c:s1051137718303188. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622881 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.