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The Double Trigger for Mortgage Default: Evidence from the Fracking Boom

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  • Chris Cunningham

    (Federal Reserve Bank of Atlanta, Atlanta, Georgia 30309)

  • Kristopher Gerardi

    (Federal Reserve Bank of Atlanta, Atlanta, Georgia 30309)

  • Lily Shen

    (College of Business, Clemson University, Clemson, South Carolina 29634)

Abstract

This paper exploits a natural experiment afforded by the fracking boom in Pennsylvania to shed light on the determinants of mortgage default. Looking only at mortgages originated before fracking became viable, and using the underlying geology as a supply shifter, we find that mortgages on homes exposed to shale drilling experience a significant reduction in default risk. This effect is more than four times greater for borrowers who are underwater on their loans. Additional evidence shows that fracking activity does not raise house prices, but significantly increases household income through higher royalty payments, wages, and salaries. Furthermore, we find that fracking directly leads to employment increases in the drilling/mining and construction sectors at the county level and reduces income from unemployment benefits at the ZIP-code level. Finally, in addition to reducing mortgage-default risk, we show that fracking lowers credit card delinquencies. These results are most consistent with the “double-trigger” theory of mortgage default, where underwater borrowers subject to an adverse income shock are much more likely to lose their homes to foreclosure.

Suggested Citation

  • Chris Cunningham & Kristopher Gerardi & Lily Shen, 2021. "The Double Trigger for Mortgage Default: Evidence from the Fracking Boom," Management Science, INFORMS, vol. 67(6), pages 3943-3964, June.
  • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:6:p:3943-3964
    DOI: 10.1287/mnsc.2020.3647
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    References listed on IDEAS

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    1. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    2. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2013. "The Determinants of Attitudes toward Strategic Default on Mortgages," Journal of Finance, American Finance Association, vol. 68(4), pages 1473-1515, August.
    3. Lei Ding & Leonard Nakamura, 2016. "The Impact of the Home Valuation Code of Conduct on Appraisal and Mortgage Outcomes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(3), pages 658-690, July.
    4. Boslett, Andrew & Guilfoos, Todd & Lang, Corey, 2016. "Valuation of expectations: A hedonic study of shale gas development and New York’s moratorium," Journal of Environmental Economics and Management, Elsevier, vol. 77(C), pages 14-30.
    5. Paul Calem & Jeanna Kenney & Lauren Lambie‐Hanson & Leonard Nakamura, 2021. "Appraising home purchase appraisals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(S1), pages 134-168, March.
    6. 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.
    7. Shi, Lan & Zhang, Yan, 2015. "Appraisal inflation: Evidence from the 2009 GSE HVCC intervention," Journal of Housing Economics, Elsevier, vol. 27(C), pages 71-90.
    8. 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.
    9. Nathan B. Anderson & Jane K. Dokko, 2016. "Liquidity Problems and Early Payment Default among Subprime Mortgages," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 897-912, December.
    10. Karen M. Pence, 2006. "Foreclosing on Opportunity: State Laws and Mortgage Credit," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 177-182, February.
    11. Erik P. Gilje, 2019. "Does Local Access to Finance Matter? Evidence from U.S. Oil and Natural Gas Shale Booms," Management Science, INFORMS, vol. 65(1), pages 1-18, January.
    12. Kau James B. & Keenan Donald C. & Kim Taewon, 1994. "Default Probabilities for Mortgages," Journal of Urban Economics, Elsevier, vol. 35(3), pages 278-296, May.
    13. Sathya Gopalakrishnan & H. Allen Klaiber, 2014. "Is the Shale Energy Boom a Bust for Nearby Residents? Evidence from Housing Values in Pennsylvania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 43-66.
    14. 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.
    15. Michael G. Bradley & Amy Crews Cutts & Wei Liu, 2015. "Strategic Mortgage Default: The Effect of Neighborhood Factors," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 43(2), pages 271-299, June.
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