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Insuring those who bear the risk: The impact of gender-inclusive framing on insurance uptake in Kenya

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  • Arteaga, Julian
  • Carter, Michael R
  • Hobbs, Andrew

Abstract

Most insurance for crop and livestock loss that has been developed in low income countries protects against shocks in traditionally male spheres of economic activity. Often overlooked are women, the particularities of their indirect exposure to these shocks, and their socially constructed responsibility to manage family well-being. To fill this lacuna, this paper studies the effect of a low-cost intervention that reformulates a male-focused livestock insurance contract so that it addresses women’s risks and is sold in units that are commensurate with women’s expenditure responsibilities. We measure the effect of this contractual reformulation using a randomized trial amongst pastoralist communities in Kenya. Twenty-nine percent of previously subsidized households that received the novel, gender-inclusive contractual formulation purchased insurance (without subsidy), compared to nineteen percent of previously subsidized households offered insurance under the standard male-exclusive formulation. Households that had not received prior insurance subsidies purchased no insurance, irrespective of the inclusivity of the insurance design. Protecting women, their assets, and those who depend on them ultimately requires a combination of smart subsidies and gender-inclusive insurance design.

Suggested Citation

  • Arteaga, Julian & Carter, Michael R & Hobbs, Andrew, 2026. "Insuring those who bear the risk: The impact of gender-inclusive framing on insurance uptake in Kenya," World Development, Elsevier, vol. 201(C).
  • Handle: RePEc:eee:wdevel:v:201:y:2026:i:c:s0305750x26000197
    DOI: 10.1016/j.worlddev.2026.107330
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    1. 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.
    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. Gin, Xavier & Yang, Dean, 2009. "Insurance, credit, and technology adoption: Field experimental evidencefrom Malawi," Journal of Development Economics, Elsevier, vol. 89(1), pages 1-11, May.
    4. 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.
    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. Johannes Abeler & Felix Marklein, 2017. "Fungibility, Labels, and Consumption," Journal of the European Economic Association, European Economic Association, vol. 15(1), pages 99-127.
    7. Sommarat Chantarat & Andrew G. Mude & Christopher B. Barrett & Michael R. Carter, 2013. "Designing Index-Based Livestock Insurance for Managing Asset Risk in Northern Kenya," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 80(1), pages 205-237, March.
    8. 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.
    9. Janssens, Wendy & Kramer, Berber, 2016. "The social dilemma of microinsurance: Free-riding in a framed field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 131(PB), pages 47-61.
    10. Hoddinott, John & Kinsey, Bill, 2000. "Adult Health In The Time Of Drought," FCND Discussion Papers 16431, CGIAR, International Food Policy Research Institute (IFPRI).
    11. de Janvry, A. & Dequiedt, V. & Sadoulet, E., 2014. "The demand for insurance against common shocks," Journal of Development Economics, Elsevier, vol. 106(C), pages 227-238.
    12. 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.
    13. Jensen, Nathaniel & Stoeffler, Quentin & Fava, Francesco & Vrieling, Anton & Atzberger, Clement & Meroni, Michele & Mude, Andrew & Carter, Michael, 2019. "Does the design matter? Comparing satellite-based indices for insuring pastoralists against drought," Ecological Economics, Elsevier, vol. 162(C), pages 59-73.
    14. Abhijit Banerjee & Esther Duflo & Garima Sharma, 2021. "Long-Term Effects of the Targeting the Ultra Poor Program," American Economic Review: Insights, American Economic Association, vol. 3(4), pages 471-486, December.
    15. Masresha Taye, 2025. "Financializing Drought Risk: Introducing Neoliberal Assumptions into Africa’s Drylands," Journal of Development Studies, Taylor & Francis Journals, vol. 61(6), pages 890-913, June.
    16. Razmig Keucheyan, 2018. "Insuring Climate Change: New Risks and the Financialization of Nature," Post-Print halshs-01717381, HAL.
    17. Stefan Dercon & Pramila Krishnan, 2000. "In Sickness and in Health: Risk Sharing within Households in Rural Ethiopia," Journal of Political Economy, University of Chicago Press, vol. 108(4), pages 688-727, August.
    18. Oriana Bandiera & Robin Burgess & Narayan Das & Selim Gulesci & Imran Rasul & Munshi Sulaiman, 2017. "Labor Markets and Poverty in Village Economies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 811-870.
    19. Lybbert, Travis J. & Galarza, Francisco B. & McPeak, John G. & Barrett, Christopher B. & Boucher, Stephen R. & Carter, Michael R. & Chantarat, Sommarat & Fadlaoui, Aziz & Mude, Andrew G., 2010. "Dynamic Field Experiments in Development Economics: Risk Valuation in Morocco, Kenya, and Peru," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 39(2), pages 1-17, April.
    20. Guadalupe Bedoya & Aidan Coville & Johannes Haushofer & Mohammad Isaqzadeh & Jeremy P. Shapiro, 2019. "No Household Left Behind: Afghanistan Targeting the Ultra Poor Impact Evaluation," NBER Working Papers 25981, National Bureau of Economic Research, Inc.
    21. Razmig Keucheyan, 2018. "Insuring Climate Change: New Risks and the Financialization of Nature," Development and Change, International Institute of Social Studies, vol. 49(2), pages 484-501, March.
    22. 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.
    23. 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.
    24. Banerjee, Abhijit & Karlan, Dean & Osei, Robert & Trachtman, Hannah & Udry, Christopher, 2025. "Corrigendum to ‘Unpacking a multi-faceted program to build sustainable income for the very poor’ [J. Dev. Econ., 155 (2022) 102781]," Journal of Development Economics, Elsevier, vol. 172(C).
    25. Leigh Johnson, 2022. "Rents, Experiments, and the Perpetual Presence of Concessionary Weather Insurance," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 112(5), pages 1224-1242, June.
    26. Shukri Ahmed & Craig McIntosh & Alexandros Sarris, 2020. "The Impact of Commercial Rainfall Index Insurance: Experimental Evidence from Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(4), pages 1154-1176, August.
    27. Casaburi, Lorenzo & ,, 2018. "Time vs. State in Insurance: Experimental Evidence from Contract Farming in Kenya," CEPR Discussion Papers 12896, Centre for Economic Policy Research.
    28. Beatty, Timothy K.M. & Blow, Laura & Crossley, Thomas F. & O'Dea, Cormac, 2014. "Cash by any other name? Evidence on labeling from the UK Winter Fuel Payment," Journal of Public Economics, Elsevier, vol. 118(C), pages 86-96.
    29. 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.
    30. Justine Hastings & Jesse M. Shapiro, 2018. "How Are SNAP Benefits Spent? Evidence from a Retail Panel," American Economic Review, American Economic Association, vol. 108(12), pages 3493-3540, December.
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