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Risk Management for Smallholder Farmers: An Empirical Study on the Adoption of Weather-Index Crop Insurance in Rural Kenya

Author

Listed:
  • Keiko Fukumori
  • Ayumi Arai
  • Tomoya Matsumoto

Abstract

This study examines the determinants of smallholder farmers’ adoption of weather-index crop insurance, which is considered to be a promising means of mitigating the negative welfare impacts of crop loss caused by drought or excess rainfall. The study utilizes household survey data covering 495 smallholder farmers in rural Kenya. It finds that a better understanding of insurance, together with a significant positive effect of years of education, considerably increases insurance uptake. The evidence suggests that it is important to provide educational programs on new financial products when introducing such products to smallholder farmers. However, it also shows the limitations of this study by revealing how important proper study design is to draw reliable methodological impact evaluations.

Suggested Citation

  • Keiko Fukumori & Ayumi Arai & Tomoya Matsumoto, 2022. "Risk Management for Smallholder Farmers: An Empirical Study on the Adoption of Weather-Index Crop Insurance in Rural Kenya," Working Papers 230, JICA Research Institute.
  • Handle: RePEc:jic:wpaper:230
    DOI: 10.18884/00001062
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    References listed on IDEAS

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    1. Esther Duflo & Michael Kremer & Jonathan Robinson, 2011. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," American Economic Review, American Economic Association, vol. 101(6), pages 2350-2390, October.
    2. Esther Duflo & Michael Kremer & Jonathan Robinson, 2008. "How High Are Rates of Return to Fertilizer? Evidence from Field Experiments in Kenya," American Economic Review, American Economic Association, vol. 98(2), pages 482-488, May.
    3. Michael Carter & Rachid Laajaj & Dean Yang, 2021. "Subsidies and the African Green Revolution: Direct Effects and Social Network Spillovers of Randomized Input Subsidies in Mozambique," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 206-229, April.
    4. 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.
    5. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    6. Glenn W. Harrison & Jia Min Ng, 2016. "Evaluating The Expected Welfare Gain From Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(1), pages 91-120, January.
    7. Nathaniel Jensen & Christopher Barrett, 2017. "Agricultural Index Insurance for Development," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 39(2), pages 199-219.
    8. 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.
    9. 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.
    10. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    11. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    12. Christopher Udry, 1994. "Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 495-526.
    13. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    14. 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.
    15. Elaine M. Liu, 2013. "Time to Change What to Sow: Risk Preferences and Technology Adoption Decisions of Cotton Farmers in China," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1386-1403, October.
    16. Edward Kato & Claudia Ringler & Mahmud Yesuf & Elizabeth Bryan, 2011. "Soil and water conservation technologies: a buffer against production risk in the face of climate change? Insights from the Nile basin in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 42(5), pages 593-604, September.
    17. 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.
    18. Michael R. Carter & Rachid Laajaj & Dean Yang, 2013. "The Impact of Voucher Coupons on the Uptake of Fertilizer and Improved Seeds: Evidence from a Randomized Trial in Mozambique," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1345-1351.
    19. Michael Carter & Alain de Janvry & Elisabeth Sadoulet & Alexandros Sarris, 2017. "Index Insurance for Developing Country Agriculture: A Reassessment," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 421-438, October.
    20. Barnett, Barry J. & Barrett, Christopher B. & Skees, Jerry R., 2008. "Poverty Traps and Index-Based Risk Transfer Products," World Development, Elsevier, vol. 36(10), pages 1766-1785, October.
    21. Gine, Xavier & Menand, Lev & Townsend, Robert & Vickery, James, 2010. "Microinsurance : a case study of the Indian rainfall index insurance market," Policy Research Working Paper Series 5459, The World Bank.
    22. Elinor Benami & Michael R. Carter, 2021. "Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1196-1220, December.
    23. Ayala Wineman & Nicole M. Mason & Justus Ochieng & Lilian Kirimi, 2017. "Weather extremes and household welfare in rural Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(2), pages 281-300, April.
    24. Nassul Ssentamu Kabunga & Thomas Dubois & Matin Qaim, 2012. "Heterogeneous information exposure and technology adoption: the case of tissue culture bananas in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 43(5), pages 473-486, September.
    25. 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.
    26. Clarke,Daniel Jonathan & Mahul,Olivier & Rao,Kolli Nageswara & Verma,Niraj, 2012. "Weather based crop insurance in India," Policy Research Working Paper Series 5985, The World Bank.
    27. Zhong Zhao, 2004. "Using Matching to Estimate Treatment Effects: Data Requirements, Matching Metrics, and Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 91-107, February.
    28. Michael Carter & Alain de Janvry & Elisabeth Sadoulet & Alexandros Sarris, 2017. "Index Insurance for Developing Country Agriculture: A Reassessment," Annual Review of Resource Economics, Annual Reviews, vol. 9(1), pages 421-438, October.
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    More about this item

    Keywords

    agriculture; weather risk; weather-index insurance; rural households; Kenya; JEL (O12; O13; O33; G22);
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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