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Flood Insurance Market Penetration and Expectations of Disaster Assistance

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  • Craig E. Landry

    (University of Georgia)

  • Dylan Turner

    (University of Georgia)

  • Daniel Petrolia

    (Mississippi State University)

Abstract

Concern over resilience to natural disasters often focuses on moral hazard; expectations of disaster assistance may lead households in hazard-prone communities to forego insurance. This has been dubbed “charity hazard” in the literature on natural disasters. We examine flood insurance uptake using household level survey data and employ instrumental variables (related to local history of aid distribution and political economy) to address endogeneity of individual expectations of eligibility for disaster assistance. To avoid potential problems with reverse causation, we drop any households that could have received payments in the past (triggering mandatory flood insurance purchase). We find coastal households that exhibit positive expectations of disaster aid eligibility are 25 to 42 percent less likely to hold flood insurance. We estimate that charity hazard could be responsible for 817,000 uninsured homes in the United States corresponding to a loss of $526 million in forgone annual revenue for the National Flood Insurance Program.

Suggested Citation

  • Craig E. Landry & Dylan Turner & Daniel Petrolia, 2021. "Flood Insurance Market Penetration and Expectations of Disaster Assistance," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(2), pages 357-386, June.
  • Handle: RePEc:kap:enreec:v:79:y:2021:i:2:d:10.1007_s10640-021-00565-x
    DOI: 10.1007/s10640-021-00565-x
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    1. Mourifié, Ismael & Méango, Romuald, 2014. "A note on the identification in two equations probit model with dummy endogenous regressor," Economics Letters, Elsevier, vol. 125(3), pages 360-363.
    2. Browne, Mark J & Hoyt, Robert E, 2000. "The Demand for Flood Insurance: Empirical Evidence," Journal of Risk and Uncertainty, Springer, vol. 20(3), pages 291-306, May.
    3. Kousky, Carolyn & Michel-Kerjan, Erwann O. & Raschky, Paul A., 2018. "Does federal disaster assistance crowd out flood insurance?," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 150-164.
    4. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    5. Lanny Arvan & David Nickerson, 2006. "Private Investment, Public Aid and Endogenous Divergence in the Evolution of Urban Neighborhoods," The Journal of Real Estate Finance and Economics, Springer, vol. 32(1), pages 83-100, February.
    6. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    7. Howard Kunreuther & Mark Pauly, 2006. "Rules rather than discretion: Lessons from Hurricane Katrina," Journal of Risk and Uncertainty, Springer, vol. 33(1), pages 101-116, September.
    8. Howard Kunreuther & Mark Pauly, 2006. "Rules Rather Than Discretion: Lessons from Hurricane Katrina," NBER Working Papers 12503, National Bureau of Economic Research, Inc.
    9. Daniel R. Petrolia & Joonghyun Hwang & Craig E. Landry & Keith H. Coble, 2015. "Wind Insurance and Mitigation in the Coastal Zone," Land Economics, University of Wisconsin Press, vol. 91(2), pages 272-295.
    10. Andor, Mark A. & Osberghaus, Daniel & Simora, Michael, 2020. "Natural Disasters and Governmental Aid: Is there a Charity Hazard?," Ecological Economics, Elsevier, vol. 169(C).
    11. Davlasheridze, Meri & Fisher-Vanden, Karen & Allen Klaiber, H., 2017. "The effects of adaptation measures on hurricane induced property losses: Which FEMA investments have the highest returns?," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 93-114.
    12. Paul Raschky & Reimund Schwarze & Manijeh Schwindt & Ferdinand Zahn, 2013. "Uncertainty of Governmental Relief and the Crowding out of Flood Insurance," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(2), pages 179-200, February.
    13. Thomas A. Garrett & Russell S. Sobel, 2003. "The Political Economy of FEMA Disaster Payments," Economic Inquiry, Western Economic Association International, vol. 41(3), pages 496-509, July.
    14. Eugene Frimpong & Daniel R Petrolia & Ardian Harri & John H. Cartwright, 2020. "Flood Insurance and Claims: The Impact of the Community Rating System," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 245-262, June.
    15. Mary Kelly & Anne E. Kleffner, 2003. "Optimal Loss Mitigation and Contract Design," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 70(1), pages 53-72, March.
    16. Laura Greene Knapp & Terry Seaks, 1998. "A Hausman test for a dummy variable in probit," Applied Economics Letters, Taylor & Francis Journals, vol. 5(5), pages 321-323.
    17. Daniel R. Petrolia & Craig E. Landry & Keith H. Coble, 2013. "Risk Preferences, Risk Perceptions, and Flood Insurance," Land Economics, University of Wisconsin Press, vol. 89(2), pages 227-245.
    18. Lewis, Tracy & Nickerson, David, 1989. "Self-insurance against natural disasters," Journal of Environmental Economics and Management, Elsevier, vol. 16(3), pages 209-223, May.
    19. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    20. Erwann O. Michel‐Kerjan & Carolyn Kousky, 2010. "Come Rain or Shine: Evidence on Flood Insurance Purchases in Florida," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(2), pages 369-397, June.
    21. Mona Ahmadiani & Susana Ferreira & Craig E. Landry, 2019. "Flood Insurance and Risk Reduction: Market Penetration, Coverage, and Mitigation in Coastal North Carolina," Southern Economic Journal, John Wiley & Sons, vol. 85(4), pages 1058-1082, April.
    22. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    23. Timothy H. Dixon & Falk Amelung & Alessandro Ferretti & Fabrizio Novali & Fabio Rocca & Roy Dokka & Giovanni Sella & Sang-Wan Kim & Shimon Wdowinski & Dean Whitman, 2006. "Subsidence and flooding in New Orleans," Nature, Nature, vol. 441(7093), pages 587-588, June.
    24. Kunreuther, Howard & Novemsky, Nathan & Kahneman, Daniel, 2001. "Making Low Probabilities Useful," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 103-120, September.
    25. Paul Raschky & Hannelore Weck-Hannemann, 2007. "Charity hazard - A real hazard to natural disaster insurance," Working Papers 2007-04, Faculty of Economics and Statistics, Universität Innsbruck.
    26. Botzen, W.J.W. & Aerts, J.C.J.H. & van den Bergh, J.C.J.M., 2009. "Willingness of homeowners to mitigate climate risk through insurance," Ecological Economics, Elsevier, vol. 68(8-9), pages 2265-2277, June.
    27. Craig E. Landry & Mohammad R. Jahan‐Parvar, 2011. "Flood Insurance Coverage in the Coastal Zone," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(2), pages 361-388, June.
    28. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    29. Osberghaus, Daniel, 2015. "The determinants of private flood mitigation measures in Germany — Evidence from a nationwide survey," Ecological Economics, Elsevier, vol. 110(C), pages 36-50.
    30. Warren Kriesel & Craig Landry, 2004. "Participation in the National Flood Insurance Program: An Empirical Analysis for Coastal Properties," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(3), pages 405-420, September.
    31. Ehrlich, Isaac & Becker, Gary S, 1972. "Market Insurance, Self-Insurance, and Self-Protection," Journal of Political Economy, University of Chicago Press, vol. 80(4), pages 623-648, July-Aug..
    32. Li, Chuhui & Poskitt, D.S. & Zhao, Xueyan, 2019. "The bivariate probit model, maximum likelihood estimation, pseudo true parameters and partial identification," Journal of Econometrics, Elsevier, vol. 209(1), pages 94-113.
    33. W. J. Wouter Botzen & Howard Kunreuther & Jeffrey Czajkowski & Hans de Moel, 2019. "Adoption of Individual Flood Damage Mitigation Measures in New York City: An Extension of Protection Motivation Theory," Risk Analysis, John Wiley & Sons, vol. 39(10), pages 2143-2159, October.
    34. Jingyuan Li & Craig E. Landry, 2018. "Flood Risk, Local Hazard Mitigation, and the Community Rating System of the National Flood Insurance Program," Land Economics, University of Wisconsin Press, vol. 94(2), pages 175-198.
    35. Carolyn Kousky, 2010. "Learning from Extreme Events: Risk Perceptions after the Flood," Land Economics, University of Wisconsin Press, vol. 86(3).
    36. Meri Davlasheridze & Qing Miao, 2019. "Does Governmental Assistance Affect Private Decisions to Insure? An Empirical Analysis of Flood Insurance Purchases," Land Economics, University of Wisconsin Press, vol. 95(1), pages 124-145.
    37. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    38. Kaplow, Louis, 1991. "Incentives and Government Relief for Risk," Journal of Risk and Uncertainty, Springer, vol. 4(2), pages 167-175, April.
    39. Zahran, Sammy & Weiler, Stephan & Brody, Samuel D. & Lindell, Michael K. & Highfield, Wesley E., 2009. "Modeling national flood insurance policy holding at the county scale in Florida, 1999-2005," Ecological Economics, Elsevier, vol. 68(10), pages 2627-2636, August.
    40. Freedman, David A. & Sekhon, Jasjeet S., 2010. "Endogeneity in Probit Response Models," Political Analysis, Cambridge University Press, vol. 18(2), pages 138-150, April.
    41. Kydland, Finn E & Prescott, Edward C, 1977. "Rules Rather Than Discretion: The Inconsistency of Optimal Plans," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 473-491, June.
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    3. Zhixia Wu & Xiazhong Zheng & Yijun Chen & Shan Huang & Wenli Hu & Chenfei Duan, 2023. "Urban Flood Loss Assessment and Index Insurance Compensation Estimation by Integrating Remote Sensing and Rainfall Multi-Source Data: A Case Study of the 2021 Henan Rainstorm," Sustainability, MDPI, vol. 15(15), pages 1-18, July.

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    More about this item

    Keywords

    Charity hazard; Flood insurance; Natural hazards;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies

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