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Mortgage Lending Limits and Housing Demand: Evidence from Bunching in FHA Borrowing

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  • Heilbron, John

Abstract

I adapt the bunching framework to measure the loan-to-value elasticity of housing demand. Unlike existing literature, my estimator can identify the effect of credit supply while remaining agnostic about how households form beliefs over future housing returns. I measure a statistically significant elasticity of demand, suggesting that households are credit constrained at the time of home purchase. The elasticity is economically small, 14-25bp, suggesting that shocks to credit supply drove housing demand largely through the channel of household beliefs.

Suggested Citation

  • Heilbron, John, 2021. "Mortgage Lending Limits and Housing Demand: Evidence from Bunching in FHA Borrowing," MPRA Paper 125714, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:125714
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    References listed on IDEAS

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    1. Atif Mian & Amir Sufi, 2022. "Credit Supply and Housing Speculation," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 680-719.
    2. Giovanni Favara & Jean Imbs, 2015. "Credit Supply and the Price of Housing," American Economic Review, American Economic Association, vol. 105(3), pages 958-992, March.
    3. Day Manoli & Andrea Weber, 2016. "Nonparametric Evidence on the Effects of Financial Incentives on Retirement Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 160-182, November.
    4. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2019. "Credit Supply and the Housing Boom," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1317-1350.
    5. 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.
    6. Sallee, James M. & Slemrod, Joel, 2012. "Car notches: Strategic automaker responses to fuel economy policy," Journal of Public Economics, Elsevier, vol. 96(11), pages 981-999.
    7. Aaron S. Yelowitz, 1995. "The Medicaid Notch, Labor Supply, and Welfare Participation: Evidence from Eligibility Expansions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 909-939.
    8. Robert Bartlett & Adair Morse & Richard Stanton & Nancy Wallace, 2019. "Consumer-Lending Discrimination in the FinTech Era," NBER Working Papers 25943, National Bureau of Economic Research, Inc.
    9. Ramnath, Shanthi, 2013. "Taxpayers' responses to tax-based incentives for retirement savings: Evidence from the Saver's Credit notch," Journal of Public Economics, Elsevier, vol. 101(C), pages 77-93.
    10. Michael Carlos Best & James S Cloyne & Ethan Ilzetzki & Henrik J Kleven, 2020. "Estimating the Elasticity of Intertemporal Substitution Using Mortgage Notches," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(2), pages 656-690.
    11. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    12. Park, Kevin A., 2016. "FHA loan performance and adverse selection in mortgage insurance," Journal of Housing Economics, Elsevier, vol. 34(C), pages 82-97.
    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, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
    14. repec:hal:pseose:hal-01301589 is not listed on IDEAS
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    Keywords

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    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

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