IDEAS home Printed from https://ideas.repec.org/p/fip/fednsr/787.html
   My bibliography  Save this paper

Tracking and stress-testing U.S. household leverage

Author

Abstract

Borrowers? housing equity is an important component of their wealth and a critical determinant of their vulnerability to shocks. In this paper, we create a unique data set that enables us to provide a comprehensive look at the ratio of housing debt to housing values?what we refer to as household leverage?at the micro level. An advantage of our data is that we are able to study the evolution of household leverage over time and locations in the United States. We find that leverage was at a very low point just prior to the large declines in house prices that began in 2006, and rose very quickly thereafter, despite reductions in housing debt. As of early 2016, leverage statistics are approaching their pre-crisis levels, as house prices have risen more than 30 percent nationally since 2012. We use our borrower-level leverage measures and another unique feature of our data?updated borrower credit scores?to conduct ?stress tests?: projecting leverage and defaults under various adverse house price scenarios. We find that while the riskiness of the household sector has declined significantly since 2012, it remains vulnerable to very severe house price declines.

Suggested Citation

  • Andreas Fuster & Benedict Guttman-Kenney & Andrew F. Haughwout, 2016. "Tracking and stress-testing U.S. household leverage," Staff Reports 787, Federal Reserve Bank of New York.
  • Handle: RePEc:fip:fednsr:787
    as

    Download full text from publisher

    File URL: https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr787.pdf?la=en
    File Function: Full text
    Download Restriction: no

    File URL: https://www.newyorkfed.org/research/staff_reports/sr787.html
    File Function: Summary
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Elliot Anenberg & Edward Kung, 2014. "Estimates of the Size and Source of Price Declines Due to Nearby Foreclosures," American Economic Review, American Economic Association, vol. 104(8), pages 2527-2551, August.
    3. Atif Mian & Amir Sufi, 2011. "Household Leverage and the Recession of 2007 to 2009," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 7, pages 125-173.
    4. Kenneth P. Brevoort & Cheryl R. Cooper, 2013. "Foreclosure's Wake: The Credit Experiences of Individuals Following Foreclosure," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(4), pages 747-792, December.
    5. 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.
    6. Brian T. Melzer, 2017. "Mortgage Debt Overhang: Reduced Investment by Homeowners at Risk of Default," Journal of Finance, American Finance Association, vol. 72(2), pages 575-612, April.
    7. Sumit Agarwal & Itzhak Ben-David & Vincent Yao, 2015. "Collateral Valuation and Borrower Financial Constraints: Evidence from the Residential Real Estate Market," Management Science, INFORMS, vol. 61(9), pages 2220-2240, September.
    8. Fernando Ferreira & Joseph Gyourko & Joseph Tracy, 2012. "Housing busts and household mobility: an update," Economic Policy Review, Federal Reserve Bank of New York, vol. 18(Nov), pages 1-15.
    9. Arthur Korteweg & Morten Sorensen, 2016. "Estimating Loan-to-Value Distributions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(1), pages 41-86, February.
    10. Gerardi, Kristopher & Rosenblatt, Eric & Willen, Paul S. & Yao, Vincent, 2015. "Foreclosure externalities: New evidence," Journal of Urban Economics, Elsevier, vol. 87(C), pages 42-56.
    11. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    12. Anderson, Gareth & Bunn, Philip & Pugh, Alice & Uluc, Arzu, 2014. "The potential impact of higher interest rates on the household sector: evidence from the 2014 NMG Consulting survey," Bank of England Quarterly Bulletin, Bank of England, vol. 54(4), pages 419-433.
    13. Atif Mian & Amir Sufi, 2010. "Household Leverage and the Recession of 2007–09," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(1), pages 74-117, August.
    14. Foote, Christopher L. & Gerardi, Kristopher & Willen, Paul S., 2008. "Negative equity and foreclosure: Theory and evidence," Journal of Urban Economics, Elsevier, vol. 64(2), pages 234-245, September.
    15. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 379-406.
    16. Ferreira, Fernando & Gyourko, Joseph & Tracy, Joseph, 2010. "Housing busts and household mobility," Journal of Urban Economics, Elsevier, vol. 68(1), pages 34-45, July.
    17. Anil Kumar, 2018. "Do Restrictions on Home Equity Extraction Contribute to Lower Mortgage Defaults? Evidence from a Policy Discontinuity at the Texas Border," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 268-297, February.
    18. Owen Lamont & Jeremy C. Stein, 1999. "Leverage and House-Price Dynamics in U.S. Cities," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 498-514, Autumn.
    19. Markus Brunnermeier & Arvind Krishnamurthy, 2014. "Risk Topography: Systemic Risk and Macro Modeling," NBER Books, National Bureau of Economic Research, Inc, number brun11-1, March.
    20. Dean Corbae & Erwan Quintin, 2015. "Leverage and the Foreclosure Crisis," Journal of Political Economy, University of Chicago Press, vol. 123(1), pages 1-65.
    21. Caplin, Andrew & Freeman, Charles & Tracy, Joseph, 1997. "Collateral Damage: Refinancing Constraints and Regional Recessions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(4), pages 496-516, November.
    22. Fernando Ferreira & Joseph Gyourko, 2012. "Heterogeneity in Neighborhood-Level Price Growth in the United States, 1993-2009," American Economic Review, American Economic Association, vol. 102(3), pages 134-140, May.
    23. Joanne W. Hsu & David A. Matsa & Brian T. Melzer, 2018. "Unemployment Insurance as a Housing Market Stabilizer," American Economic Review, American Economic Association, vol. 108(1), pages 49-81, January.
    24. Ivan Vidangos, 2015. "Deleveraging and Recent Trends in Household Debt," FEDS Notes 2015-04-06, Board of Governors of the Federal Reserve System (U.S.).
    25. Neil Bhutta & Benjamin J. Keys, 2016. "Interest Rates and Equity Extraction during the Housing Boom," American Economic Review, American Economic Association, vol. 106(7), pages 1742-1774, July.
    26. Manuel Adelino & Antoinette Schoar & Felipe Severino, 2016. "Editor's Choice Loan Originations and Defaults in the Mortgage Crisis: The Role of the Middle Class," Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1635-1670.
    27. Edward L. Glaeser & Todd Sinai, 2013. "Housing and the Financial Crisis," NBER Books, National Bureau of Economic Research, Inc, number glae11-1, March.
    28. Tom Bilston & Robert Johnson & Matthew Read, 2015. "Stress Testing the Australian Household Sector Using the HILDA Survey," RBA Research Discussion Papers rdp2015-01, Reserve Bank of Australia.
    29. Donghoon Lee & Wilbert Van der Klaauw, 2010. "An introduction to the FRBNY Consumer Credit Panel," Staff Reports 479, Federal Reserve Bank of New York.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Assessing Housing Risk
      by Steve Cecchetti and Kim Schoenholtz in Money, Banking and Financial Markets on 2018-10-15 11:28:50

    Citations

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


    Cited by:

    1. Alina K. Bartscher & Moritz Kuhn & Moritz Schularick & Ulrike I. Steins, 2020. "Modigliani Meets Minsky: Inequality, Debt, and Financial Fragility in America, 1950-2016," Staff Reports 924, Federal Reserve Bank of New York.
    2. Bruno Albuquerque, 2019. "One Size Fits All? Monetary Policy and Asymmetric Household Debt Cycles in U.S. States," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(5), pages 1309-1353, August.
    3. Joseph Vavra & Erik Hurst & Andreas Fuster & Martin Beraja, 2017. "Regional Heterogeneity and Monetary Policy," 2017 Meeting Papers 270, Society for Economic Dynamics.
    4. Martin Beraja & Andreas Fuster & Erik Hurst & Joseph Vavra, 2019. "Regional Heterogeneity and the Refinancing Channel of Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 109-183.
    5. Neil Bhutta & Jesse Bricker & Lisa J. Dettling & Jimmy Kelliher & Steven Laufer, 2019. "Stress Testing Household Debt," Finance and Economics Discussion Series 2019-008, Board of Governors of the Federal Reserve System (U.S.).
    6. Jesse Bricker & Kevin B. Moore & Jeffrey P. Thompson, 2019. "Trends in household portfolio composition," Working Papers 19-9, Federal Reserve Bank of Boston.
    7. Alina K. Bartscher & Moritz Kuhn & Moritz Schularick & Ulrike I. Steins, 2020. "The Distribution of Household Debt in the United States, 1950-2019," ECONtribute Discussion Papers Series 015, University of Bonn and University of Cologne, Germany.

    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. John P. Harding & Jing Li & Stuart S. Rosenthal & Xirui Zhang, 2022. "Forced moves and home maintenance: The amplifying effects of mortgage payment burden on underwater homeowners," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(2), pages 498-533, June.
    2. Adam M Guren & Timothy J McQuade, 2020. "How Do Foreclosures Exacerbate Housing Downturns?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1331-1364.
    3. Neil Bhutta & Jesse Bricker & Lisa J. Dettling & Jimmy Kelliher & Steven Laufer, 2019. "Stress Testing Household Debt," Finance and Economics Discussion Series 2019-008, Board of Governors of the Federal Reserve System (U.S.).
    4. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:429-513 is not listed on IDEAS
    5. Albanesi, Stefania & DeGiorgi, Giacomo & Nosal, Jaromir, 2022. "Credit growth and the financial crisis: A new narrative," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 118-139.
    6. Ono, Arito & Uchida, Hirofumi & Udell, Gregory F. & Uesugi, Iichiro, 2021. "Lending pro-cyclicality and macroprudential policy: Evidence from Japanese LTV ratios," Journal of Financial Stability, Elsevier, vol. 53(C).
    7. Carlos Garriga & Aaron Hedlund, 2019. "Crises in the Housing Market: Causes, Consequences, and Policy Lessons," Working Papers 2019-33, Federal Reserve Bank of St. Louis.
    8. Chan, Sewin & Haughwout, Andrew & Tracy, Joseph, 2015. "How Mortgage Finance Affects the Urban Landscape," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 987-1045, Elsevier.
    9. 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.
    10. Tomasz Piskorski & Amit Seru, 2018. "Mortgage Market Design: Lessons from the Great Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 429-513.
    11. Conklin, James N. & Frame, W. Scott & Gerardi, Kristopher & Liu, Haoyang, 2022. "Villains or scapegoats? The role of subprime borrowers in driving the U.S. housing boom," Journal of Financial Intermediation, Elsevier, vol. 51(C).
    12. Christopher L. Foote & Paul S. Willen, 2018. "Mortgage-Default Research and the Recent Foreclosure Crisis," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 59-100, November.
    13. Brown, Jennifer & Matsa, David A., 2020. "Locked in by leverage: Job search during the housing crisis," Journal of Financial Economics, Elsevier, vol. 136(3), pages 623-648.
    14. 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.
    15. Andrew Caplin & Anna Cororaton & Joseph Tracy, 2015. "Is the FHA Creating Sustainable Homeownership?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(4), pages 957-992, November.
    16. Bricker, Jesse & Bucks, Brian, 2016. "Negative home equity, economic insecurity, and household mobility over the Great Recession," Journal of Urban Economics, Elsevier, vol. 91(C), pages 1-12.
    17. Stuart Gabriel & Matteo Iacoviello & Chandler Lutz, 2021. "A Crisis of Missed Opportunities? Foreclosure Costs and Mortgage Modification During the Great Recession [Synthetic control methods for comparative case studies: Estimating the effect of California," The Review of Financial Studies, Society for Financial Studies, vol. 34(2), pages 864-906.
    18. Liao, Yanjun (Penny) & Mulder, Philip, 2021. "What's at Stake? Understanding the Role of Home Equity in Flood Insurance Demand," RFF Working Paper Series 21-25, Resources for the Future.
    19. Joseph Gyourko & Joseph Tracy, 2013. "Unemloyment and Unobserved Credit Risk in the FHA Single Family Mortgage Insurance Fund," NBER Working Papers 18880, National Bureau of Economic Research, Inc.
    20. Greg Kaplan & Kurt Mitman & Giovanni L. Violante, 2020. "The Housing Boom and Bust: Model Meets Evidence," Journal of Political Economy, University of Chicago Press, vol. 128(9), pages 3285-3345.
    21. Andersson, Fredrik & Mayock, Tom, 2014. "How does home equity affect mobility?," Journal of Urban Economics, Elsevier, vol. 84(C), pages 23-39.

    More about this item

    Keywords

    stress testing; leverage; mortgages;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications

    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:fip:fednsr:787. 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: Gabriella Bucciarelli (email available below). General contact details of provider: https://edirc.repec.org/data/frbnyus.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.