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Understanding Pastoralists’ Dynamic Insurance Uptake Decisions: Evidence from Four-year Panel Data in Ethiopia

Author

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  • Kazushi Takahashi

    (National Graduate Institute for Policy Studies, Tokyo, Japan)

  • Yuma Noritomo

    (Graduate School of Economics, The University of Tokyo)

  • Munenobu Ikegami

    (Faculty of Economics, Hosei University)

  • Nathaniel D. Jensen

    (International Livestock Research Institute)

Abstract

Using a unique data set covering four years and six semi-annual sales periods of an index-based livestock insurance (IBLI) product in southern Ethiopia, we examine the dynamics of pastoralists’ demand for IBLI. We find that: (1) there is intertemporal dependence of an uptake decision, represented by correlations of unobserved household factors over time; (2) conditional on previous purchase decisions, factors related to continuing the purchase of IBLI to augment existing coverage and replace lapsing contracts differ significantly; (3) controlling for time-invariant household-fixed effects, neither a one-shot subsidy nor the uptake of others in one’s social network influence subsequent demand, whereas less vegetation and reduced insurance premiums induce households to purchase IBLI. Overall, our study provides rigorous micro-evidence to better understand the dynamic uptake of IBLI and signifies the importance of an empirical analysis that takes into account the dynamic demand structure.

Suggested Citation

  • Kazushi Takahashi & Yuma Noritomo & Munenobu Ikegami & Nathaniel D. Jensen, 2019. "Understanding Pastoralists’ Dynamic Insurance Uptake Decisions: Evidence from Four-year Panel Data in Ethiopia," GRIPS Discussion Papers 19-22, National Graduate Institute for Policy Studies.
    • Handle: RePEc:ngi:dpaper:19-22
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    1. MARIEKE HUYSENTRUYT & CHRISTOPHER B. BARRETT & JOHN G. McPEAK, 2009. "Understanding Declining Mobility and Inter‐household Transfers among East African Pastoralists," Economica, London School of Economics and Political Science, vol. 76(302), pages 315-336, April.
    2. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    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. 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.
    6. 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.
    7. Arun Advani & Bansi Malde, 2018. "Methods to identify linear network models: a review," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 154(1), pages 1-16, December.
    8. Veronika Bertram-Huemmer & Kati Kraehnert, 2018. "Does Index Insurance Help Households Recover from Disaster? Evidence from IBLI Mongolia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 145-171.
    9. Shawn Cole & Daniel Stein & Jeremy Tobacman, 2014. "Dynamics of Demand for Index Insurance: Evidence from a Long-Run Field Experiment," American Economic Review, American Economic Association, vol. 104(5), pages 284-290, May.
    10. Jensen, Nathaniel D. & Barrett, Christopher B. & Mude, Andrew G., 2017. "Cash transfers and index insurance: A comparative impact analysis from northern Kenya," Journal of Development Economics, Elsevier, vol. 129(C), pages 14-28.
    11. Takahashi, Kazushi & Ikegami, Munenobu & Sheahan, Megan & Barrett, Christopher B., 2016. "Experimental Evidence on the Drivers of Index-Based Livestock Insurance Demand in Southern Ethiopia," World Development, Elsevier, vol. 78(C), pages 324-340.
    12. Belissa, Temesgen & Bulte, Erwin & Cecchi, Francesco & Gangopadhyay, Shubhashis & Lensink, Robert, 2019. "Liquidity constraints, informal institutions, and the adoption of weather insurance: A randomized controlled Trial in Ethiopia," Journal of Development Economics, Elsevier, vol. 140(C), pages 269-278.
    13. 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.
    14. Travis J. Lybbert & Christopher B. Barrett & Solomon Desta & D. Layne Coppock, 2004. "Stochastic wealth dynamics and risk management among a poor population," Economic Journal, Royal Economic Society, vol. 114(498), pages 750-777, October.
    15. Kazushi Takahashi & Christopher B Barrett & Munenobu Ikegami, 2019. "Does Index Insurance Crowd In or Crowd Out Informal Risk Sharing? Evidence from Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 672-691.
    16. Timu, Anne G. & Gustafson, Christopher R. & Ikegami, Munenobu & Jensen, Nathaniel, 2018. "Indemnity Payouts, Learning from others and Index Insurance Uptake," 2018 Annual Meeting, August 5-7, Washington, D.C. 274495, Agricultural and Applied Economics Association.
    17. 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.
    18. 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.
    19. Ruth Vargas Hill & Miguel Robles & Francisco Ceballos, 2016. "Demand for a Simple Weather Insurance Product in India: Theory and Evidence," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1250-1270.
    20. 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.
    21. 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.
    22. Dercon, Stefan & Hill, Ruth Vargas & Clarke, Daniel & Outes-Leon, Ingo & Seyoum Taffesse, Alemayehu, 2014. "Offering rainfall insurance to informal insurance groups: Evidence from a field experiment in Ethiopia," Journal of Development Economics, Elsevier, vol. 106(C), pages 132-143.
    23. 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.
    24. 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.
    25. Mobarak, A. Mushfiq & Rosenzweig, Mark, 2012. "Selling Formal Insurance to the Informally Insured," Working Papers 97, Yale University, Department of Economics.
    26. Elizabeth R. Bageant & Christopher B. Barrett, 2017. "Are There Gender Differences in Demand for Index-Based Livestock Insurance?," Journal of Development Studies, Taylor & Francis Journals, vol. 53(6), pages 932-952, June.
    27. Yuma Noritomo & Kazushi Takahashi, 2020. "Can Insurance Payouts Prevent a Poverty Trap? Evidence from Randomised Experiments in Northern Kenya," Journal of Development Studies, Taylor & Francis Journals, vol. 56(11), pages 2079-2096, November.
    28. Shawn Cole & Xavier Giné & James Vickery, 2017. "How Does Risk Management Influence Production Decisions? Evidence from a Field Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 1935-1970.
    29. 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.
    30. 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.
    31. Ayako Matsuda & Takashi Kurosaki, 2019. "Demand for temperature and rainfall index insurance in India," Agricultural Economics, International Association of Agricultural Economists, vol. 50(3), pages 353-366, May.
    32. Ayako Matsuda & Kazushi Takahashi & Munenobu Ikegami, 2019. "Direct and indirect impact of index-based livestock insurance in Southern Ethiopia," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 481-502, July.
    33. Hill, Ruth Vargas & Kumar, Neha & Magnan, Nicholas & Makhija, Simrin & de Nicola, Francesca & Spielman, David J. & Ward, Patrick S., 2019. "Ex ante and ex post effects of hybrid index insurance in Bangladesh," Journal of Development Economics, Elsevier, vol. 136(C), pages 1-17.
    34. Santos, Paulo & Barrett, Christopher B., 2011. "Persistent poverty and informal credit," Journal of Development Economics, Elsevier, vol. 96(2), pages 337-347, November.
    35. 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.
    36. Stein, Daniel, 2014. "Dynamics of demand for rainfall index insurance : evidence from a commercial product in India," Policy Research Working Paper Series 7035, The World Bank.
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    4. Rippo, Ruggiero & Cerroni, Simone, 2021. "Farmers’ Participation in the Income Stabilization Tool: Evidence from the Apple Sector in Italy," 2021 Conference, August 17-31, 2021, Virtual 315191, International Association of Agricultural Economists.

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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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