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Recency effects and participation at the extensive and intensive margins in the U.S. Federal Crop Insurance Program

Author

Listed:
  • Yuyuan Che

    (Michigan State University)

  • Hongli Feng

    (Michigan State University)

  • David A. Hennessy

    (Michigan State University)

Abstract

Participation in the U.S. Federal Crop Insurance Program (FCIP) has increased over time at both extensive (insured acres) and intensive (coverage level) margins, but there are clear spatio-temporal variations in these trends. Farmers’ decisions are likely influenced by recent indemnity or weather experiences (i.e., recency effects). We develop a model to identify two channels through which recent adverse weather experiences may affect participation, one where the weather shocks directly affect participation and the other where they affect participation through indemnity payouts. With historic FCIP data over the period 2001–2017, we use parametric and non-parametric methods to estimate these effects. At both extensive and intensive margins, higher past indemnities are found to encourage participation. This provides evidence that prior adverse weather shocks work indirectly. Less evidence is found in favour of direct weather effects. We also find that the increase in participation due to indemnities peaks in the year following a loss.

Suggested Citation

  • Yuyuan Che & Hongli Feng & David A. Hennessy, 2020. "Recency effects and participation at the extensive and intensive margins in the U.S. Federal Crop Insurance Program," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(1), pages 52-85, January.
  • Handle: RePEc:pal:gpprii:v:45:y:2020:i:1:d:10.1057_s41288-019-00147-5
    DOI: 10.1057/s41288-019-00147-5
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    as
    1. Benedikte Bjerge & Neda Trifkovic, 2018. "Extreme weather and demand for index insurance in rural India," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(3), pages 397-431.
    2. Jing Cai & Alain de Janvry & Elisabeth Sadoulet, 2020. "Subsidy Policies and Insurance Demand," American Economic Review, American Economic Association, vol. 110(8), pages 2422-2453, August.
    3. Kunreuther,Howard C. & Pauly,Mark V. & McMorrow,Stacey, 2013. "Insurance and Behavioral Economics," Cambridge Books, Cambridge University Press, number 9780521608268.
    4. Chie Hanaoka & Hitoshi Shigeoka & Yasutora Watanabe, 2018. "Do Risk Preferences Change? Evidence from the Great East Japan Earthquake," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 298-330, April.
    5. Michael J. Price & Cindy L. Yu & David A. Hennessy & Xiaodong Du, 2019. "Are actuarial crop insurance rates fair?: an analysis using a penalized bivariate B‐spline method," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 68(5), pages 1207-1232, November.
    6. Kunreuther,Howard C. & Pauly,Mark V. & McMorrow,Stacey, 2013. "Insurance and Behavioral Economics," Cambridge Books, Cambridge University Press, number 9780521845724.
    7. Petraud, Jean & Boucher, Stephen & Carter, Michael, 2015. "Competing theories of risk preferences and the demand for crop insurance: Experimental evidence from Peru," 2015 Conference, August 9-14, 2015, Milan, Italy 211383, International Association of Agricultural Economists.
    8. Carolyn Kousky, 2017. "Disasters as Learning Experiences or Disasters as Policy Opportunities? Examining Flood Insurance Purchases after Hurricanes," Risk Analysis, John Wiley & Sons, vol. 37(3), pages 517-530, March.
    9. Barry K. Goodwin & Monte L. Vandeveer & John L. Deal, 2004. "An Empirical Analysis of Acreage Effects of Participation in the Federal Crop Insurance Program," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 1058-1077.
    10. Jing Cai & Alain De Janvry & Elisabeth Sadoulet, 2015. "Social Networks and the Decision to Insure," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 81-108, April.
    11. Joseph W. Glauber, 2004. "Crop Insurance Reconsidered," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(5), pages 1179-1195.
    12. Xiaodong Du & Hongli Feng & David A. Hennessy, 2017. "Rationality of Choices in Subsidized Crop Insurance Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 732-756.
    13. Ramirez, Octavio A. & Shonkwiler, J. Scott, 2017. "A Probabilistic Model of Crop Insurance Purchase Decision," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 42(1), pages 1-17, January.
    14. Bruce J. Sherrick & Peter J. Barry & Paul N. Ellinger & Gary D. Schnitkey, 2004. "Factors Influencing Farmers' Crop Insurance Decisions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 103-114.
    15. Michael Geruso & Timothy J. Layton & Grace McCormack & Mark Shepard, 2023. "The Two-Margin Problem in Insurance Markets," The Review of Economics and Statistics, MIT Press, vol. 105(2), pages 237-257, March.
    16. Fabio G Santeramo, 2019. "I Learn, You Learn, We Gain Experience in Crop Insurance Markets," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(2), pages 284-304, June.
    17. MOSSIN, Jan, 1968. "Aspects of rational insurance purchasing," LIDAM Reprints CORE 23, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    18. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    19. Laura A. Bakkensen & Xiaozhou Ding & Lala Ma, 2019. "Flood Risk and Salience: New Evidence from the Sunshine State," Southern Economic Journal, John Wiley & Sons, vol. 85(4), pages 1132-1158, April.
    20. Richard E. Just & Linda Calvin & John Quiggin, 1999. "Adverse Selection in Crop Insurance: Actuarial and Asymmetric Information Incentives," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 834-849.
    21. Cai, Jing & Song, Changcheng, 2017. "Do disaster experience and knowledge affect insurance take-up decisions?," Journal of Development Economics, Elsevier, vol. 124(C), pages 83-94.
    22. Justin Gallagher, 2014. "Learning about an Infrequent Event: Evidence from Flood Insurance Take-Up in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 6(3), pages 206-233, July.
    23. Xiaodong Du & David A. Hennessy & Hongli Feng, 2014. "A Natural Resource Theory of U.S. Crop Insurance Contract Choice," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 232-252.
    24. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    25. Shiva S. Makki & Agapi Somwaru, 2001. "Farmers' Participation in Crop Insurance Markets: Creating the Right Incentives," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 662-667.
    26. Daniel Stein, 2018. "Dynamics of Demand for Rainfall Index Insurance: Evidence from a Commercial Product in India," The World Bank Economic Review, World Bank, vol. 32(3), pages 692-708.
    27. Xiaodong Du & Hongli Feng & David A. Hennessy, 2017. "Rationality of Choices in Subsidized Crop Insurance Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 732-756.
    28. Andrew Royal & Margaret Walls, 2019. "Flood Risk Perceptions and Insurance Choice: Do Decisions in the Floodplain Reflect Overoptimism?," Risk Analysis, John Wiley & Sons, vol. 39(5), pages 1088-1104, May.
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