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Risk, ambiguity and willingness to participate in crop insurance programs: Evidence from a field experiment

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  • Williams Ali
  • Awudu Abdulai
  • Renan Goetz
  • Victor Owusu

Abstract

This paper analyses smallholder farmers’ willingness to participate in crop insurance programs, using recent data from cocoa farmers in Ghana. Given the significance of output uncertainty and imperfect capital and insurance markets, we develop a theoretical framework to analyse how risk and ambiguity aversion, and liquidity constraints influence farmers’ crop insurance participation decisions. We employ field experiments to elicit farmers’ ambiguity and risk aversion, the stated preference approach to obtain information on farmers’ willingness to participate in crop insurance programs, and a discrete choice model to examine the factors that influence their participation decisions. We find that risk preferences, ambiguity aversion, and liquidity constraints influence farmers’ willingness to participate in crop insurance programs. The results also reveal that the probability of participating in crop insurance programs is positively influenced by wealth, trust and education of the farmers.

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  • Williams Ali & Awudu Abdulai & Renan Goetz & Victor Owusu, 2021. "Risk, ambiguity and willingness to participate in crop insurance programs: Evidence from a field experiment," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(3), pages 679-703, July.
  • Handle: RePEc:bla:ajarec:v:65:y:2021:i:3:p:679-703
    DOI: 10.1111/1467-8489.12434
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    1. Daniel J. Clarke, 2016. "A Theory of Rational Demand for Index Insurance," American Economic Journal: Microeconomics, American Economic Association, vol. 8(1), pages 283-306, February.
    2. Kibrom Tafere & Christopher B Barrett & Erin Lentz, 2019. "Insuring Well-Being? Buyer’s Remorse and Peace of Mind Effects From Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 627-650.
    3. Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
    4. Francesca Nicola, 2015. "The impact of weather insurance on consumption, investment, and welfare," Quantitative Economics, Econometric Society, vol. 6(3), pages 637-661, November.
    5. Elabed, Ghada & Carter, Michael R., 2015. "Compound-risk aversion, ambiguity and the willingness to pay for microinsurance," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 150-166.
    6. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    7. 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.
    8. Martin Eckhoff Andresen, 2018. "Exploring marginal treatment effects: Flexible estimation using Stata," Stata Journal, StataCorp LP, vol. 18(1), pages 118-158, March.
    9. Carter, Michael R. & Cheng, Lan & Sarris, Alexandros, 2016. "Where and how index insurance can boost the adoption of improved agricultural technologies," Journal of Development Economics, Elsevier, vol. 118(C), pages 59-71.
    10. James Berry & Greg Fischer & Raymond Guiteras, 2020. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1436-1473.
    11. Bruce A. Babcock & David A. Hennessy, 1996. "Input Demand under Yield and Revenue Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 416-427.
    12. Sarah A Janzen & Michael R Carter, 2019. "After the Drought: The Impact of Microinsurance on Consumption Smoothing and Asset Protection," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 651-671.
    13. Jensen, Nathaniel D. & Mude, Andrew G. & Barrett, Christopher B., 2018. "How basis risk and spatiotemporal adverse selection influence demand for index insurance: Evidence from northern Kenya," Food Policy, Elsevier, vol. 74(C), pages 172-198.
    14. Gunnsteinsson, Snaebjorn, 2020. "Experimental identification of asymmetric information: Evidence on crop insurance in the Philippines," Journal of Development Economics, Elsevier, vol. 144(C).
    15. Ruth Vargas Hill & John Hoddinott & Neha Kumar, 2013. "Adoption of weather-index insurance: learning from willingness to pay among a panel of households in rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 44(4-5), pages 385-398, July.
    16. Paswel Marenya & Vincent H. Smith & Ephraim Nkonya, 2014. "Relative Preferences for Soil Conservation Incentives among Smallholder Farmers: Evidence from Malawi," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(3), pages 690-710.
    17. Hamish Low & Costas Meghir, 2017. "The Use of Structural Models in Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 33-58, Spring.
    18. Jing Cai, 2016. "The Impact of Insurance Provision on Household Production and Financial Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 44-88, May.
    19. Franziska Voelckner, 2006. "An empirical comparison of methods for measuring consumers’ willingness to pay," Marketing Letters, Springer, vol. 17(2), pages 137-149, April.
    20. Gharad Bryan, 2019. "Ambiguity Aversion Decreases the Impact of Partial Insurance: Evidence from African Farmers," Journal of the European Economic Association, European Economic Association, vol. 17(5), pages 1428-1469.
    21. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    22. Zhao Ding & Awudu Abdulai, 2020. "An Analysis of the Factors Influencing Choice of Microcredit Sources and Impact of Participation on Household Income," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(4), pages 505-525, May.
    23. Xavier Giné & Robert Townsend & James Vickery, 2008. "Patterns of Rainfall Insurance Participation in Rural India," The World Bank Economic Review, World Bank, vol. 22(3), pages 539-566, October.
    24. 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.
    25. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    26. Peter Klibanoff & Massimo Marinacci & Sujoy Mukerji, 2005. "A Smooth Model of Decision Making under Ambiguity," Econometrica, Econometric Society, vol. 73(6), pages 1849-1892, November.
    27. Barham, Bradford L. & Chavas, Jean-Paul & Fitz, Dylan & Salas, Vanessa Ríos & Schechter, Laura, 2014. "The roles of risk and ambiguity in technology adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 204-218.
    28. King, Michael & Singh, Anuj Pratap, 2020. "Understanding farmers’ valuation of agricultural insurance: Evidence from Vietnam," Food Policy, Elsevier, vol. 94(C).
    29. Belissa, Temesgen Keno & Lensink, Robert & van Asseldonk, Marcel, 2020. "Risk and ambiguity aversion behavior in index-based insurance uptake decisions: Experimental evidence from Ethiopia," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 718-730.
    30. Gazali Issahaku & Awudu Abdulai, 2020. "Adoption of climate‐smart practices and its impact on farm performance and risk exposure among smallholder farmers in Ghana," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2), pages 396-420, April.
    31. Williams Ali & Awudu Abdulai & Ashok K. Mishra, 2020. "Recent Advances in the Analyses of Demand for Agricultural Insurance in Developing and Emerging Countries," Annual Review of Resource Economics, Annual Reviews, vol. 12(1), pages 411-430, October.
    32. 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.
    33. Muhammad Bello & Awudu Abdulai, 2016. "Impact of Ex-Ante Hypothetical Bias Mitigation Methods on Attribute Non-Attendance in Choice Experiments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(5), pages 1486-1506.
    34. Lorenzo Casaburi & Jack Willis, 2018. "Time versus State in Insurance: Experimental Evidence from Contract Farming in Kenya," American Economic Review, American Economic Association, vol. 108(12), pages 3778-3813, December.
    35. Andre Croppenstedt & Mulat Demeke & Meloria M. Meschi, 2003. "Technology Adoption in the Presence of Constraints: the Case of Fertilizer Demand in Ethiopia," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 58-70, February.
    36. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
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    4. Ambali, Omotuyole I. & Areal, Francisco J. & Georgantzis, Nikolaos & Oyetunde-Usman, Zainab, 2021. "Examining the Role of Spatially-Dependent Time Preference in Improved Rice Technology Adoption Decisions," 2021 Conference, August 17-31, 2021, Virtual 315286, International Association of Agricultural Economists.
    5. Serge Blondel & Ngoc-Thao Noet, 2023. "Quels facteurs expliquent la faible coopération en horticulture ?," TEPP Research Report 2023-01, TEPP.
    6. Joshua Munkombwe & Jackson Phiri & Enock Siankwilimba, 2022. "Financial Innovation among Smallholder Farmers: Enhancing the uptake of Weather Index Insurance through a Pragmatic Approach," Journal of Social Sciences Advancement, Science Impact Publishers, vol. 3(1), pages 01-19.

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