IDEAS home Printed from https://ideas.repec.org/p/lie/wpaper/69.html
   My bibliography  Save this paper

Mortgage Foreclosure Risk After the Great Recession

Author

Listed:
  • Egle Jakucionyte

    (Bank of Lithuania, Vilnius University)

  • Swapnil Singh

    (Bank of Lithuania, Kaunas University of Technology)

Abstract

The objective of increased regulation of mortgage origination activities after the Great Recession was to prevent another foreclosure crisis in the future. However, the literature is not conclusive about the actual effect of these policy changes. By using the 2007-09 panel and subsequent waves of the Survey of Consumer Finances (SCF), we predict foreclosure risk based on individual borrower characteristics. We show that the median mortgage foreclosure probability kept decreasing after 2010, but in 2016 it was still higher relative to the year 2007. The median foreclosure probability has remained high among both non-bank borrowers and bank borrowers. The regulatory changes started in 2010, so we also compare predicted foreclosure probabilities to the levels in 2010 and find that, despite the fact that banks were affected by this regulation more than non-banks, predicted foreclosure probabilities for bank mortgages declined slower than for non-bank mortgages. Our findings offer support for a thorough analysis of the regulatory effects because they might have been weaker than expected or worked in an unexpected way.

Suggested Citation

  • Egle Jakucionyte & Swapnil Singh, 2019. "Mortgage Foreclosure Risk After the Great Recession," Bank of Lithuania Working Paper Series 69, Bank of Lithuania.
  • Handle: RePEc:lie:wpaper:69
    as

    Download full text from publisher

    File URL: https://www.lb.lt/uploads/publications/docs/23950_94efb32d70aaa392ed6e761c4d8c743c.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    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. Robert B. Avery & Kenneth P. Brevoort, 2015. "The Subprime Crisis: Is Government Housing Policy to Blame?," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 352-363, May.
    3. Keys, Benjamin J. & Mukherjee, Tanmoy & Seru, Amit & Vig, Vikrant, 2009. "Financial regulation and securitization: Evidence from subprime loans," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 700-720, July.
    4. Elizabeth Laderman & Carolina Reid, 2008. "Lending in low- and moderate-income neighborhoods in California: the performance of CRA lending during the subprime meltdown," Community Development Working Paper 2008-05, Federal Reserve Bank of San Francisco.
    5. Fernando Ferreira & Joseph Gyourko, 2015. "A New Look at the U.S. Foreclosure Crisis: Panel Data Evidence of Prime and Subprime Borrowers from 1997 to 2012," NBER Working Papers 21261, National Bureau of Economic Research, Inc.
    6. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:347-428 is not listed on IDEAS
    7. 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.
    8. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    9. 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.
    10. O. Emre Ergungor & Stephanie Moulton, 2014. "Beyond the Transaction: Banks and Mortgage Default of Low‐Income Homebuyers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(8), pages 1721-1752, December.
    11. Andreas Fuster & Paul S. Willen, 2017. "Payment Size, Negative Equity, and Mortgage Default," American Economic Journal: Economic Policy, American Economic Association, vol. 9(4), pages 167-191, November.
    12. Kristopher Gerardi & Kyle F. Herkenhoff & Lee E. Ohanian & Paul S. Willen, 2018. "Can’t Pay or Won’t Pay? Unemployment, Negative Equity, and Strategic Default," Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 1098-1131.
    13. Morgan J. Rose, 2012. "Origination Channel, Prepayment Penalties and Default," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(4), pages 662-707, December.
    14. 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.
    15. 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.
    16. 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.
    17. Lei Ding & Roberto G. Quercia & Wei Li & Janneke Ratcliffe, 2011. "Risky Borrowers or Risky Mortgages Disaggregating Effects Using Propensity Score Models," Journal of Real Estate Research, American Real Estate Society, vol. 33(2), pages 245-278.
    18. You Suk Kim & Steven M. Laufer & Karen Pence & Richard Stanton & Nancy Wallace, 2018. "Liquidity Crises in the Mortgage Market," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 347-428.
    19. William P. Alexander & Scott D. Grimshaw & Grant R. McQueen & Barrett A. Slade, 2002. "Some Loans Are More Equal than Others: Third–Party Originations and Defaults in the Subprime Mortgage Industry," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(4), pages 667-697.
    20. Elizabeth Laderman & Carolina Reid, 2009. "CRA lending during the subprime meltdown," Monograph, Federal Reserve Bank of San Francisco, number 2009cldts.
    Full references (including those not matched with items on IDEAS)

    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. Erik Hembre & Stephanie Moulton & Matthew Record, 2021. "Low‐Income Homeownership and the Role of State Subsidies: A Comparative Analysis of Mortgage Outcomes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 78-106, January.
    2. Thomas Schelkle, 2018. "Mortgage Default during the U.S. Mortgage Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(6), pages 1101-1137, September.
    3. Gene Amromin & Jennifer Huang & Clemens Sialm & Edward Zhong, 2018. "Complex Mortgages [Why don’t lenders renegotiate more home mortgages? Redefaults, self-cures, and securitization]," Review of Finance, European Finance Association, vol. 22(6), pages 1975-2007.
    4. Andreas Fuster & David Lucca & James Vickery, 2023. "Mortgage-backed securities," Chapters, in: Refet S. Gürkaynak & Jonathan H. Wright (ed.), Research Handbook of Financial Markets, chapter 15, pages 331-357, Edward Elgar Publishing.
    5. Fernando Ferreira & Joseph Gyourko, 2015. "A New Look at the U.S. Foreclosure Crisis: Panel Data Evidence of Prime and Subprime Borrowers from 1997 to 2012," NBER Working Papers 21261, National Bureau of Economic Research, Inc.
    6. Chan, Sewin & Gedal, Michael & Been, Vicki & Haughwout, Andrew, 2013. "The role of neighborhood characteristics in mortgage default risk: Evidence from New York City," Journal of Housing Economics, Elsevier, vol. 22(2), pages 100-118.
    7. Hanming Fang & You Suk Kim & Wenli Li, 2015. "The Dynamics of Adjustable-Rate Subprime Mortgage Default: A Structural Estimation," Finance and Economics Discussion Series 2015-114, Board of Governors of the Federal Reserve System (U.S.).
    8. Hanming Fang & You Suk Kim & Wenli Li, 2016. "The dynamics of subprime adjustable-rate mortgage default: a structural estimation," Working Papers 16-2, Federal Reserve Bank of Philadelphia.
    9. Levitin, Adam & Wachter, Susan, 2012. "Explaining the Housing Bubble," MPRA Paper 41920, University Library of Munich, Germany.
    10. Kristopher Gerardi & Paul S. Willen & David Hao Zhang, 2020. "Mortgage Prepayment, Race, and Monetary Policy," Working Papers 20-7, Federal Reserve Bank of Boston.
    11. Piskorski, Tomasz & Seru, Amit, 2021. "Debt relief and slow recovery: A decade after Lehman," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1036-1059.
    12. James N. Conklin & Moussa Diop & Thao Le & Walter D’Lima, 2019. "The Importance of Originator-Servicer Affiliation in Loan Renegotiation," The Journal of Real Estate Finance and Economics, Springer, vol. 59(1), pages 56-89, July.
    13. Stephen L. Ross & Yuan Wang, 2022. "Mortgage Lenders and the Geographic Concentration of Foreclosures," Working Papers 2022-001, Human Capital and Economic Opportunity Working Group.
    14. Pagès, Henri, 2013. "Bank monitoring incentives and optimal ABS," Journal of Financial Intermediation, Elsevier, vol. 22(1), pages 30-54.
    15. Ryan Bubb & Alex Kaufman, 2011. "Securitization and moral hazard: evidence from credit score cutoff rules," Public Policy Discussion Paper 11-6, Federal Reserve Bank of Boston.
    16. 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.
    17. 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.
    18. Dror Parnes, 2023. "Typical States and Their Risks for Mortgage Loans," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(2), pages 395-415, June.
    19. 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.
    20. Benjamin J. Keys & Tomasz Piskorski & Amit Seru & Vikrant Vig, 2012. "Mortgage Financing in the Housing Boom and Bust," NBER Chapters, in: Housing and the Financial Crisis, pages 143-204, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    Residential mortgages; Foreclosure; Non-banks Lending;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:lie:wpaper:69. 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: Aurelija Proskute (email available below). General contact details of provider: https://edirc.repec.org/data/lbanklt.html .

    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.