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Do Index Insurance Programs Live Up to Their Promises? Aggregating Evidence from Multiple Experiments

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  • Pauline Castaing
  • Jules Gazeaud

    (CERDI - Centre d'Études et de Recherches sur le Développement International - IRD - Institut de Recherche pour le Développement - CNRS - Centre National de la Recherche Scientifique - UCA - Université Clermont Auvergne, IC Migrations - Institut Convergences Migrations [Aubervilliers])

Abstract

Despite limited uptake, index insurance is often seen as one of the most remarkable innovations of the past decades to help smallholder farmers manage risks and boost their productive investments. In this paper, we use a Bayesian hierarchical model to aggregate evidence from eight experiments and assess the external validity of their results. We find that interventions expanding access to index insurance increase productive investments by 0.06-0.11 SD on average (equivalent to 8-16% of the control mean). Heterogeneity in treatment effects across studies is high but imprecisely estimated, and controlling for basic, pre-registered household characteristics has no impact on these estimates. Effects on those who take up index insurance are larger but even more heterogeneous. We conclude that the existing evidence base offers limited insights to predict effects in new settings, and that policymakers should be cautious before investing in the widespread promotion of index insurance.
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  • Pauline Castaing & Jules Gazeaud, 2024. "Do Index Insurance Programs Live Up to Their Promises? Aggregating Evidence from Multiple Experiments," Post-Print hal-04783596, HAL.
    • Handle: RePEc:hal:journl:hal-04783596
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    1. Bo, Hao & Galiani, Sebastian, 2021. "Assessing external validity," Research in Economics, Elsevier, vol. 75(3), pages 274-285.
    2. Jayne, Thomas S. & Mason, Nicole M. & Burke, William J. & Ariga, Joshua, 2018. "Review: Taking stock of Africa’s second-generation agricultural input subsidy programs," Food Policy, Elsevier, vol. 75(C), pages 1-14.
    3. 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.
    4. Meager, Rachael, 2022. "Aggregating distributional treatment effects: a Bayesian hierarchical analysis of the microcredit literature," LSE Research Online Documents on Economics 115559, London School of Economics and Political Science, LSE Library.
    5. 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.
    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. 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. Humphreys, Macartan & Sanchez de la Sierra, Raul & van der Windt, Peter, 2013. "Fishing, Commitment, and Communication: A Proposal for Comprehensive Nonbinding Research Registration," Political Analysis, Cambridge University Press, vol. 21(1), pages 1-20, January.
    9. Fiona Burlig & Amir Jina & Erin M. Kelley & Gregory V. Lane & Harshil Sahai, 2024. "The value of forecasts: Experimental evidence from India," NBER Working Papers 32173, National Bureau of Economic Research, Inc.
    10. 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.
    11. 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.
    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. Hans P. Binswanger-Mkhize, 2012. "Is There Too Much Hype about Index-based Agricultural Insurance?," Journal of Development Studies, Taylor & Francis Journals, vol. 48(2), pages 187-200, February.
    14. Bulte, Erwin & Cecchi, Francesco & Lensink, Robert & Marr, Ana & van Asseldonk, Marcel, 2020. "Does bundling crop insurance with certified seeds crowd-in investments? Experimental evidence from Kenya," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 744-757.
    15. 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.
    16. Benjamin A. Olken, 2015. "Promises and Perils of Pre-analysis Plans," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 61-80, Summer.
    17. Oriana Bandiera & Nidhi Parekh & Barbara Petrongolo & Michelle Rao, 2022. "Men are from Mars, and Women Too: A Bayesian Meta‐analysis of Overconfidence Experiments," Economica, London School of Economics and Political Science, vol. 89(S1), pages 38-70, June.
    18. Abel Brodeur & Mathias Lé & Marc Sangnier & Yanos Zylberberg, 2016. "Star Wars: The Empirics Strike Back," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 1-32, January.
    19. 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.
    20. Ahmed Mushfiq Mobarak & Mark R. Rosenzweig, 2013. "Informal Risk Sharing, Index Insurance, and Risk Taking in Developing Countries," American Economic Review, American Economic Association, vol. 103(3), pages 375-380, May.
    21. Bevis, Leah EM. & Barrett, Christopher B., 2020. "Close to the edge: High productivity at plot peripheries and the inverse size-productivity relationship," Journal of Development Economics, Elsevier, vol. 143(C).
    22. Alberto Abadie & Matthew M. Chingos & Martin R. West, 2018. "Endogenous Stratification in Randomized Experiments," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 567-580, October.
    23. Conner Mullally & Steve Boucher & Michael Carter, 2013. "Encouraging Development: Randomized Encouragement Designs in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1352-1358.
    24. 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.
    25. Abay, Kibrom A. & Abate, Gashaw T. & Barrett, Christopher B. & Bernard, Tanguy, 2019. "Correlated non-classical measurement errors, ‘Second best’ policy inference, and the inverse size-productivity relationship in agriculture," Journal of Development Economics, Elsevier, vol. 139(C), pages 171-184.
    26. Oriana Bandiera & Greg Fischer & Andrea Prat & Erina Ytsma, 2021. "Do Women Respond Less to Performance Pay? Building Evidence from Multiple Experiments," American Economic Review: Insights, American Economic Association, vol. 3(4), pages 435-454, December.
    27. Berber Kramer & Peter Hazell & Harold Alderman & Francisco Ceballos & Neha Kumar & Anne G. Timu, 2022. "Is Agricultural Insurance Fulfilling Its Promise for the Developing World? A Review of Recent Evidence," Annual Review of Resource Economics, Annual Reviews, vol. 14(1), pages 291-311, October.
    28. Rajeev Dehejia & Cristian Pop-Eleches & Cyrus Samii, 2021. "From Local to Global: External Validity in a Fertility Natural Experiment," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(1), pages 217-243, January.
    29. 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.
    30. 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.
    31. Martin Ravallion, 2018. "Should the Randomistas (Continue to) Rule?," Working Papers 492, Center for Global Development, revised 17 Jan 2019.
    32. Isaiah Andrews & Maximilian Kasy, 2019. "Identification of and Correction for Publication Bias," American Economic Review, American Economic Association, vol. 109(8), pages 2766-2794, August.
    33. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    34. 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.
    35. Michael Gechter, 2024. "Generalizing the Results from Social Experiments: Theory and Evidence from India," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(2), pages 801-811, April.
    36. John P. A. Ioannidis & T. D. Stanley & Hristos Doucouliagos, 2017. "The Power of Bias in Economics Research," Economic Journal, Royal Economic Society, vol. 127(605), pages 236-265, October.
    37. Burlig, Fiona, 2018. "Improving transparency in observational social science research: A pre-analysis plan approach," Economics Letters, Elsevier, vol. 168(C), pages 56-60.
    38. Ceballos, Francisco & Kramer, Berber, 2021. "The role of asymmetric information in multi-peril picture-based crop insurance: Field experiments in India," IFPRI discussion papers 2088, International Food Policy Research Institute (IFPRI).
    39. Mark R. Rosenzweig & Christopher R. Udry, 2019. "Assessing the Benefits of Long-Run Weather Forecasting for the Rural Poor: Farmer Investments and Worker Migration in a Dynamic Equilibrium Model," NBER Working Papers 25894, National Bureau of Economic Research, Inc.
    40. 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.
    41. Jörg Peters & Jörg Langbein & Gareth Roberts, 2018. "Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity," The World Bank Research Observer, World Bank, vol. 33(1), pages 34-64.
    42. Esther Gehrke, 2019. "An Employment Guarantee as Risk Insurance? Assessing the Effects of the NREGS on Agricultural Production Decisions," The World Bank Economic Review, World Bank, vol. 33(2), pages 413-435.
    43. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    44. Shawn A. Cole & Wentao Xiong, 2017. "Agricultural Insurance and Economic Development," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 235-262, September.
    45. 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.
    46. 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.
    47. Andrews, Isaiah & Oster, Emily, 2019. "A simple approximation for evaluating external validity bias," Economics Letters, Elsevier, vol. 178(C), pages 58-62.
    48. Jiafeng Chen & Jonathan Roth, 2024. "Logs with Zeros? Some Problems and Solutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 891-936.
    49. 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.
    50. Mario J. Miranda & Katie Farrin, 2012. "Index Insurance for Developing Countries," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 391-427.
    51. 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.
    52. Casaburi, Lorenzo & ,, 2018. "Time vs. State in Insurance: Experimental Evidence from Contract Farming in Kenya," CEPR Discussion Papers 12896, C.E.P.R. Discussion Papers.
    53. Rachael Meager, 2022. "Aggregating Distributional Treatment Effects: A Bayesian Hierarchical Analysis of the Microcredit Literature," American Economic Review, American Economic Association, vol. 112(6), pages 1818-1847, June.
    54. Quentin Stoeffler & Michael Carter & Catherine Guirkinger & Wouter Gelade, 2022. "The Spillover Impact of Index Insurance on Agricultural Investment by Cotton Farmers in Burkina Faso," The World Bank Economic Review, World Bank, vol. 36(1), pages 114-140.
    55. Kyle Emerick & Alain de Janvry & Elisabeth Sadoulet & Manzoor H. Dar, 2016. "Technological Innovations, Downside Risk, and the Modernization of Agriculture," American Economic Review, American Economic Association, vol. 106(6), pages 1537-1561, June.
    56. Nathaniel D. Jensen & Christopher B. Barrett & Andrew G. Mude, 2016. "Index Insurance Quality and Basis Risk: Evidence from Northern Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(5), pages 1450-1469.
    57. Kramer, Berber & Waweru, Carol & Cecchi, Francesco & Kivuva, Benjamin & Waithaka, Lilian, 2024. "See It Grow: A randomized evaluation of digital innovations in crop insurance to increase insurance and fertilizer demand in Kenya," 2024 Annual Meeting, July 28-30, New Orleans, LA 343861, Agricultural and Applied Economics Association.
    58. Hunt Allcott, 2015. "Site Selection Bias in Program Evaluation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(3), pages 1117-1165.
    59. Katherine Casey & Rachel Glennerster & Edward Miguel, 2012. "Reshaping Institutions: Evidence on Aid Impacts Using a Preanalysis Plan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1755-1812.
    60. 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.
    61. Michael Kremer & Stephen P. Luby & Ricardo Maertens & Brandon Tan & Witold Więcek, 2023. "Water Treatment And Child Mortality: A Meta-Analysis And Cost-effectiveness Analysis," NBER Working Papers 30835, National Bureau of Economic Research, Inc.
    62. Stephen R Boucher & Michael R Carter & Jon Einar Flatnes & Travis J Lybbert & Jonathan G Malacarne & Paswel P Mareyna & Laura A Paul, 2024. "Bundling Genetic and Financial Technologies for More Resilient and Productive Small-Scale Farmers in Africa," The Economic Journal, Royal Economic Society, vol. 134(662), pages 2321-2350.
    63. Dehejia, Rajeev H, 2003. "Was There a Riverside Miracle? A Hierarchical Framework for Evaluating Programs with Grouped Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 1-11, January.
    64. Stoeffler, Quentin & Opuz, Gülce, 2022. "Price, information and product quality: Explaining index insurance demand in Burkina Faso," Food Policy, Elsevier, vol. 108(C).
    65. Alejandro del Valle & Alain de Janvry & Elisabeth Sadoulet, 2020. "Rules for Recovery: Impact of Indexed Disaster Funds on Shock Coping in Mexico," American Economic Journal: Applied Economics, American Economic Association, vol. 12(4), pages 164-195, October.
    66. Berhane, Guush & Dercon, Stefan & Hill, Ruth & Taffesse, Alemayehu, 2015. "Formal and informal insurance: experimental evidence from Ethiopia," 2015 Conference, August 9-14, 2015, Milan, Italy 211331, International Association of Agricultural Economists.
    67. 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.
    68. Cecchi, Francesco & Lensink, Robert & Slingerland, Edwin, 2024. "Ambiguity attitudes and demand for weather index insurance with and without a credit bundle: experimental evidence from Kenya," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
    69. Meager, Rachael, 2019. "Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments," LSE Research Online Documents on Economics 88190, London School of Economics and Political Science, LSE Library.
    70. Pritchett Lant & Sandefur Justin, 2014. "Context Matters for Size: Why External Validity Claims and Development Practice do not Mix," Journal of Globalization and Development, De Gruyter, vol. 4(2), pages 161-197, March.
    71. Ana Marr & Anne Winkel & Marcel van Asseldonk & Robert Lensink & Erwin Bulte, 2016. "Adoption and impact of index-insurance and credit for smallholder farmers in developing countries," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(1), pages 94-118, May.
    72. Ana Marr & Anne Winkel & Marcel van Asseldonk & Robert Lensink & Erwin Bulte, 2016. "Adoption and impact of index-insurance and credit for smallholder farmers in developing countries," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(1), pages 94-118, May.
    73. Eva Vivalt, 2020. "How Much Can We Generalize From Impact Evaluations?," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3045-3089.
    74. Cai, Jing & Song, Changcheng, 2017. "Do disaster experience and knowledge affect insurance take-up decisions?," Journal of Development Economics, Elsevier, vol. 124(C), pages 83-94.
    75. 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.
    76. Bédécarrats F (ed & Isabelle (ed.) Guérin & François (ed.) Roubaud, 2020. "Randomized control trials in the field of development : a critical perspective," Post-Print hal-03409465, HAL.
    77. Platteau, Jean-Philippe & De Bock, Ombeline & Gelade, Wouter, 2017. "The Demand for Microinsurance: A Literature Review," World Development, Elsevier, vol. 94(C), pages 139-156.
    78. Mark R Rosenzweig & Christopher Udry, 2020. "External Validity in a Stochastic World: Evidence from Low-Income Countries," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 343-381.
    79. 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.
    80. 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.
    81. Gollin, Douglas, 2019. "IFAD RESEARCH SERIES 34 - Farm size and productivity: lessons from recent literature," IFAD Research Series 281567, International Fund for Agricultural Development (IFAD).
    82. Michael R. Carter, 2022. "Can digitally‐enabled financial instruments secure an inclusive agricultural transformation?," Agricultural Economics, International Association of Agricultural Economists, vol. 53(6), pages 953-967, November.
    83. Khushbu Mishra & Richard A. Gallenstein & Mario J. Miranda & Abdoul G. Sam & Patricia Toledo & Francis Mulangu, 2021. "Insured Loans and Credit Access: Evidence from a Randomized Field Experiment in Northern Ghana," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 923-943, May.
    84. Ghada Elabed & Marc F. Bellemare & Michael R. Carter & Catherine Guirkinger, 2013. "Managing basis risk with multiscale index insurance," Agricultural Economics, International Association of Agricultural Economists, vol. 44(4-5), pages 419-431, July.
    85. 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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    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • 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
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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