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

  • Ben-David, Itzhak

    (OH State University)

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.

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Paper provided by Ohio State University, Charles A. Dice Center for Research in Financial Economics in its series Working Paper Series with number 2011-17.

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Date of creation: Sep 2011
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Handle: RePEc:ecl:ohidic:2011-17
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  1. Kelly, Austin, 2007. "Zero down payment mortgage default," MPRA Paper 4318, University Library of Munich, Germany.
  2. Robert J. Shiller & Karl E. Case, 1988. "The Behavior of Home Buyers in Boom and Post-Boom Markets," Cowles Foundation Discussion Papers 890, Cowles Foundation for Research in Economics, Yale University.
  3. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-55, January.
  4. Gadi Barlevy & Jonas D. M. Fisher, 2010. "Mortgage choices and housing speculation," Working Paper Series WP-2010-12, Federal Reserve Bank of Chicago.
  5. Vikrant Vig & Amit Seru & Tomasz Piskorski, 2009. "Securitization and Distressed Loan Renegotiation: Evidence from the Subprime Mortgage Crisis," 2009 Meeting Papers 1169, Society for Economic Dynamics.
  6. 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.
  7. Christopher J. Mayer & Karen M. Pence & Shane M. Sherlund, 2008. "The rise in mortgage defaults," Finance and Economics Discussion Series 2008-59, Board of Governors of the Federal Reserve System (U.S.).
  8. 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.
  9. 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.).
  10. 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, 03.
  11. 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.
  12. Antje Berndt & Burton Hollifield & Patrik Sandås, 2010. "The Role of Mortgage Brokers in the Subprime Crisis," NBER Working Papers 16175, National Bureau of Economic Research, Inc.
  13. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1449-1496.
  14. David Genesove & Christopher J. Mayer, 1993. "Equity and time to sale in the real estate market," Working Papers 93-6, Federal Reserve Bank of Boston.
  15. 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.
  16. 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.
  17. 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.
  18. Edward L. Glaeser & Joshua D. Gottlieb & Joseph Gyourko, 2010. "Can Cheap Credit Explain the Housing Boom?," NBER Working Papers 16230, National Bureau of Economic Research, Inc.
  19. Mark J. Garmaise, 2003. "Informal Financial Networks: Theory and Evidence," Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1007-1040.
  20. 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, 03.
  21. 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.
  22. John Geanakoplos, 2009. "The Leverage Cycle," Cowles Foundation Discussion Papers 1715, Cowles Foundation for Research in Economics, Yale University.
  23. Christopher J. Mayer & Karen Pence, 2008. "Subprime Mortgages: What, Where, and to Whom?," NBER Working Papers 14083, National Bureau of Economic Research, Inc.
  24. 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.
  25. 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.
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