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High Leverage and Willingness to Pay: Evidence from the Residential Housing Market

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  • Ben-David, Itzhak

    (OH State University)

Abstract

In pursuit of understanding the mechanism that relates the expansion in credit to the increase in real-estate prices during the real-estate bubble, I explore transaction-level data for 1994-2008. I document a strong correlation between borrowing at high leverage (>95% loan to value) and paying the full listing price or above. Homebuyers in these transactions pay prices that are higher than market prices by 3.4% ($5,700 on average) and they are 22.7% more likely to default on their mortgages, relative to other highly leveraged borrowers. The correlation between leverage and paying high prices is stronger beyond what a mechanical relation predicts: there is a discontinuity in the average leverage around the full listing price. The correlation is stronger for financially constrained and unsophisticated homebuyers, and in areas of high past price growth (indicative of buyer optimism). The study highlights the importance of buyer sophistication, financial constraints, and beliefs in determining prices and leverage.

Suggested Citation

  • Ben-David, Itzhak, 2011. "High Leverage and Willingness to Pay: Evidence from the Residential Housing Market," Working Paper Series 2011-17, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
  • Handle: RePEc:ecl:ohidic:2011-17
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    References listed on IDEAS

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    1. Jose A. Scheinkman & Wei Xiong, 2003. "Overconfidence and Speculative Bubbles," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1183-1219, December.
    2. Steven D. Levitt & Chad Syverson, 2008. "Market Distortions When Agents Are Better Informed: The Value of Information in Real Estate Transactions," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 599-611, November.
    3. Andrey Pavlov & Susan Wachter, 2011. "Subprime Lending and Real Estate Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 39(1), pages 1-17, March.
    4. William Adams & Liran Einav & Jonathan Levin, 2009. "Liquidity Constraints and Imperfect Information in Subprime Lending," American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
    5. Fernando Ferreira & Joseph Gyourko, 2011. "Anatomy of the Beginning of the Housing Boom: U.S. Neighborhoods and Metropolitan Areas, 1993-2009," NBER Working Papers 17374, National Bureau of Economic Research, Inc.
    6. Karl E. Case & Robert J. Shiller, 1988. "The behavior of home buyers in boom and post-boom markets," New England Economic Review, Federal Reserve Bank of Boston, issue Nov, pages 29-46.
    7. Genesove, David & Mayer, Christopher J, 1997. "Equity and Time to Sale in the Real Estate Market," American Economic Review, American Economic Association, vol. 87(3), pages 255-269, June.
    8. Brent W. Ambrose & Charles A. Capone, 1998. "Modeling the Conditional Probability of Foreclosure in the Context of Single‐Family Mortgage Default Resolutions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(3), pages 391-429, September.
    9. Austin Kelly, 2007. "Zero Down Payment Mortgage Default," FHFA Staff Working Papers 07-05, Federal Housing Finance Agency.
    10. Antje Berndt & Burton Hollifield & Patrik Sandås, 2010. "The Role of Mortgage Brokers in the Subprime Crisis," NBER Chapters, in: Market Institutions and Financial Market Risk, National Bureau of Economic Research, Inc.
    11. Christopher Mayer & Karen Pence & Shane M. Sherlund, 2009. "The Rise in Mortgage Defaults," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 27-50, Winter.
    12. 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.
    13. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-255, January.
    14. Christopher J. Mayer & Karen M. Pence, 2008. "Subprime mortgages: what, where, and to whom?," Finance and Economics Discussion Series 2008-29, Board of Governors of the Federal Reserve System (U.S.).
    15. Gadi Barlevy & Jonas D. M. Fisher, 2010. "Mortgage choices and housing speculation," Working Paper Series WP-2010-12, Federal Reserve Bank of Chicago.
    16. 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.
    17. Mark J. Garmaise, 2003. "Informal Financial Networks: Theory and Evidence," Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1007-1040.
    18. Karl E. Case & Robert J. Shiller, 2003. "Is There a Bubble in the Housing Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 299-362.
    19. 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.
    20. Edward L. Glaeser & Joshua D. Gottlieb & Joseph Gyourko, 2012. "Can Cheap Credit Explain the Housing Boom?," NBER Chapters, in: Housing and the Financial Crisis, pages 301-359, National Bureau of Economic Research, Inc.
    21. Atif Mian & Amir Sufi, 2010. "The Great Recession: Lessons from Microeconomic Data," American Economic Review, American Economic Association, vol. 100(2), pages 51-56, May.
    22. John Geanakoplos, 2009. "The Leverage Cycle," Cowles Foundation Discussion Papers 1715, Cowles Foundation for Research in Economics, Yale University.
    23. 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.
    24. Drazen Prelec & George Loewenstein, 1998. "The Red and the Black: Mental Accounting of Savings and Debt," Marketing Science, INFORMS, vol. 17(1), pages 4-28.
    25. Sumit Agarwal & Brent W. Ambrose & Souphala Chomsisengphet & Anthony B. Sanders, 2012. "Thy Neighbor’s Mortgage: Does Living in a Subprime Neighborhood Affect One’s Probability of Default?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(1), pages 1-22, March.
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    Cited by:

    1. Rawley Z. Heimer & Alp Simsek, 2017. "Should Retail Investors' Leverage Be Limited?," NBER Working Papers 24176, National Bureau of Economic Research, Inc.
    2. Rahah Ismail, 2013. "Unraveling the Inflated House Price in the New Housing Supply," ERES eres2013_44, European Real Estate Society (ERES).
    3. Rawley Heimer, 2014. "Can Leverage Constraints Help Investors?," Working Papers (Old Series) 1433, Federal Reserve Bank of Cleveland.

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    More about this item

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • L85 - Industrial Organization - - Industry Studies: Services - - - Real Estate Services
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

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