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Moral hazard and adverse selection effects of cost-of-production crop insurance: evidence from the Philippines

Author

Listed:
  • He, Juan
  • Zheng, Xiaoyong
  • Rejesus, Roderick M.
  • Yorobe Jr., Jose M.

Abstract

This article examines the moral hazard and adverse selection effects of cost-ofproduction (COP) crop insurance products. Building on existing crop insurance models of moral hazard, as well as a survey-based data set that allows us to separately identify moral hazard from adverse selection, we find evidence that farmers insured under COP contracts spend more on chemical fertilizers and pesticides (i.e. those inputs whose costs determine the indemnity payments). However, since these same COP insured farmers are still likely to use less inputs (like effort) whose costs do not enter the indemnity payment formula, and yield depends on both types of inputs (i.e. the determinants and non-determinants of the indemnity payments), the final moral hazard effect of COP insurance on yields is ambiguous. Our analysis also suggests that farmers who tend to spend less on chemical fertilizers and pesticides are the ones with private information on soil conditions and pest incidence. These are the types of farmers who adversely select into COP contracts that only cover weather related losses.

Suggested Citation

  • He, Juan & Zheng, Xiaoyong & Rejesus, Roderick M. & Yorobe Jr., Jose M., 2019. "Moral hazard and adverse selection effects of cost-of-production crop insurance: evidence from the Philippines," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(1), January.
  • Handle: RePEc:ags:aareaj:333760
    DOI: 10.22004/ag.econ.333760
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    References listed on IDEAS

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    1. Georges Dionne & Pierre-Carl Michaud & Maki Dahchour, 2013. "Separating Moral Hazard From Adverse Selection And Learning In Automobile Insurance: Longitudinal Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 897-917, August.
    2. John C. Quiggin & Giannis Karagiannis & J. Stanton, 1993. "Crop Insurance And Crop Production: An Empirical Study Of Moral Hazard And Adverse Selection," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 37(2), pages 95-113, August.
    3. Jaap H. Abbring & Pierre-André Chiappori & Jean Pinquet, 2003. "Moral Hazard and Dynamic Insurance Data," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 767-820, June.
    4. Thomas O. Knight & Keith H. Coble, 1997. "Survey of U.S. Multiple Peril Crop Insurance Literature Since 1980," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 19(1), pages 128-156.
    5. Alberto Garrido & David Zilberman, 2008. "Revisiting the demand for agricultural insurance: the case of Spain," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 68(1), pages 43-66, May.
    6. Jaap H. Abbring & James J. Heckman & Pierre-André Chiappori & Jean Pinquet, 2003. "Adverse Selection and Moral Hazard In Insurance: Can Dynamic Data Help to Distinguish?," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 512-521, 04/05.
    7. John K. Horowitz & Erik Lichtenberg, 1993. "Insurance, Moral Hazard, and Chemical Use in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(4), pages 926-935.
    8. Michael J. Roberts & Nigel Key & Erik O'Donoghue, 2006. "Estimating the Extent of Moral Hazard in Crop Insurance Using Administrative Data," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 28(3), pages 381-390.
    9. H. Holly Wang & Milton Boyd & Linging Hou & Dana L.K. Hoag & Yueying Mu, 2011. "Testing for adverse selection of crop insurance in northern China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 3(4), pages 462-475, November.
    10. Gerpacio, Roberta V. & Labios, Jocelyn D. & Labios, Romeo V. & Diangkinay, Emma I., 2004. "Maize in the Philippines: Production Systems, Constraints, and Research Priorities," Maize Production Systems Papers 7650, CIMMYT: International Maize and Wheat Improvement Center.
    11. Mina, Christian D. & Reyes, Celia M. & Gloria, Reneli Ann B., 2015. "Targeting the Agricultural Poor: The Case of PCIC`s Special Programs," Discussion Papers DP 2015-08, Philippine Institute for Development Studies.
    12. Alberto Garrido & David Zilberman, 2008. "Revisiting the demand for agricultural insurance: the case of Spain," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 68(1), pages 43-66, May.
    13. Hanming Fang & Michael P. Keane & Dan Silverman, 2008. "Sources of Advantageous Selection: Evidence from the Medigap Insurance Market," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 303-350, April.
    14. 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.
    15. Jaap H. Abbring & Pierre-André Chiappori & Jean Pinquet, 2003. "Moral Hazard and Dynamic Insurance Data," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 767-820, June.
    16. Vincent H. Smith & Barry K. Goodwin, 1996. "Crop Insurance, Moral Hazard, and Agricultural Chemical Use," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 428-438.
    17. Vincent H. Smith & Alan E. Baquet, 1996. "The Demand for Multiple Peril Crop Insurance: Evidence from Montana Wheat Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(1), pages 189-201.
    18. Mina, Christian D. & Reyes, Celia M. & Gloria, Reneli Ann B. & Mercado, Sarah Joy P., 2015. "Review of Design and Implementation of the Agricultural Insurance Programs of the Philippine Crop Insurance Corporation," Discussion Papers DP 2015-07, Philippine Institute for Development Studies.
    19. Linging Hou & Dana L.K. Hoag & Yueying Mu, 2011. "Testing for adverse selection of crop insurance in northern China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 3(4), pages 462-475, November.
    20. Barry K. Goodwin, 1993. "An Empirical Analysis of the Demand for Multiple Peril Crop Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(2), pages 425-434.
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    Cited by:

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    2. Cai, Rong & Ma, Jie & Wang, shujuan & Cai, Shukai, 2024. "Can crop insurance help optimize farmers’ decisions on pesticides use? Evidence from family farms in East China," Journal of Asian Economics, Elsevier, vol. 92(C).
    3. Dongli Wu & Shan He & Lingui Qin & Jingyue Feng & Yu Gao, 2024. "Role of Policy-Supported Hog Insurance in Promoting Green Total Factor Productivity: The Case of China during 2005–2021," Agriculture, MDPI, vol. 14(7), pages 1-24, June.
    4. Li, Hongping & Zha, Yong & Bi, Gongbing, 2023. "Agricultural insurance and power structure in a capital-constrained supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).

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