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Subsidy Policies and Insurance Demand

Author

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  • Jing Cai
  • Alain de Janvry
  • Elisabeth Sadoulet

Abstract

Using data from a two-year pricing experiment, we study the impact of subsidy policies on weather insurance take-up. Results show that subsidies increase future insurance take-up through their influence on payout experiences. Exploring mechanisms of the payout effect, we find that for households that randomly benefited from financial education, receiving a payout provides a one-time learning experience that improves take-up permanently. In contrast, households with poor insurance knowledge continuously update take-up decisions based on recent experiences with disasters and payouts. Combining subsidy policies with financial education can thus be effective in promoting long-run insurance adoption.

Suggested Citation

  • 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.
  • Handle: RePEc:aea:aecrev:v:110:y:2020:i:8:p:2422-53
    DOI: 10.1257/aer.20190661
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    1. Fischer, Greg & Karlan, Dean & McConnell, Margaret & Raffler, Pia, 2019. "Short-term subsidies and seller type: A health products experiment in Uganda," Journal of Development Economics, Elsevier, vol. 137(C), pages 110-124.
    2. Pascaline Dupas, 2014. "Short‐Run Subsidies and Long‐Run Adoption of New Health Products: Evidence From a Field Experiment," Econometrica, Econometric Society, vol. 82(1), pages 197-228, January.
    3. Abhijit Banerjee & Amy Finkelstein & Rema Hanna & Benjamin A. Olken & Arianna Ornaghi & Sudarno Sumarto, 2019. "The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia," NBER Working Papers 26204, National Bureau of Economic Research, Inc.
    4. 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.
    5. 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.
    6. 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.
    7. Markku Kaustia & Samuli Knüpfer, 2008. "Do Investors Overweight Personal Experience? Evidence from IPO Subscriptions," Journal of Finance, American Finance Association, vol. 63(6), pages 2679-2702, December.
    8. Michael P. Haselhuhn & Devin G. Pope & Maurice E. Schweitzer & Peter Fishman, 2012. "The Impact of Personal Experience on Behavior: Evidence from Video-Rental Fines," Management Science, INFORMS, vol. 58(1), pages 52-61, January.
    9. 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.
    10. Nava Ashraf & James Berry & Jesse M. Shapiro, 2010. "Can Higher Prices Stimulate Product Use? Evidence from a Field Experiment in Zambia," American Economic Review, American Economic Association, vol. 100(5), pages 2383-2413, December.
    11. Justin Gallagher, 2014. "Learning about an Infrequent Event: Evidence from Flood Insurance Take-Up in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 6(3), pages 206-233, July.
    12. 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.
    13. Jing Cai & Changcheng Song, 2016. "Do Disaster Experience and Knowledge Affect Insurance Take-up Decisions?," NBER Working Papers 22403, National Bureau of Economic Research, Inc.
    14. 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.
    15. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    16. Amy Finkelstein & Nathaniel Hendren & Erzo F. P. Luttmer, 2019. "The Value of Medicaid: Interpreting Results from the Oregon Health Insurance Experiment," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2836-2874.
    17. 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.
    18. 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.
    19. 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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    2. Lichtenberg, Erik & Iglesias, Eva, 2022. "Index insurance and basis risk: A reconsideration," Journal of Development Economics, Elsevier, vol. 158(C).
    3. Matthew Stuart & Cindy Yu & David A. Hennessy, 2023. "The Impact of Stocks on Correlations of Crop Yields and Prices and on Revenue Insurance Premiums using Semiparametric Quantile Regression," Papers 2308.11805, arXiv.org.
    4. Luigi Biagini & Simone Severini, 2022. "Can Machine Learning discover the determining factors in participation in insurance schemes? A comparative analysis," Papers 2212.03092, arXiv.org, revised Dec 2022.
    5. Anita Mukherjee & Shawn Cole & Jeremy Tobacman, 2021. "Targeting weather insurance markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(3), pages 757-784, September.
    6. Che, Yuyuan & Feng, Hongli & Hennessy, David A., 2017. "The Geography and Psychology of Participation in U.S. Federal Crop Insurance Programs," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259190, Agricultural and Applied Economics Association.
    7. Mogge, Lukas, 2023. "A District-Level Analysis of the Effect of Risk Exposure on the Demand for Index Insurance in Mongolia," Ruhr Economic Papers 1018, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. de Janvry, Alain & Sadoulet, Elisabeth, 2020. "Using agriculture for development: Supply- and demand-side approaches," World Development, Elsevier, vol. 133(C).
    9. Fluhrer, Svenja, 2023. "Crowding-in or crowding-out: The effect of humanitarian aid on households’ investments in climate adaptation," MPRA Paper 117975, University Library of Munich, Germany.
    10. Che, Yuyuan & Feng, Hongli & Hennessy, David, 2021. "Assessing Peer Effects and Subsidy Impacts in Technology Adoption: Application to Grazing Management Choices with Farm Survey Data," 2021 Conference, August 17-31, 2021, Virtual 315123, International Association of Agricultural Economists.
    11. Stoeffler, Quentin & Opuz, Gülce, 2022. "Price, information and product quality: Explaining index insurance demand in Burkina Faso," Food Policy, Elsevier, vol. 108(C).
    12. De Janvry,Alain F., 2015. "Quantifying through ex post assessments the micro-level impacts of sovereign disaster risk financing and insurance programs," Policy Research Working Paper Series 7356, The World Bank.
    13. Laura Moritz & Lena Kuhn & Ihtiyor Bobojonov, 2023. "The role of peer imitation in agricultural index insurance adoption: Findings from lab‐in‐the‐field experiments in Kyrgyzstan," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1649-1672, August.
    14. 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.
    15. Yuyuan Che & Hongli Feng & David A. Hennessy, 2020. "Recency effects and participation at the extensive and intensive margins in the U.S. Federal Crop Insurance Program," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(1), pages 52-85, January.
    16. Chen, I-Chun & Du, Xiaodong & Mitchell, Paul D., 2018. "Policy Implications of Joint versus Separate Estimation of Crop Insurance Demand," 2018 Annual Meeting, August 5-7, Washington, D.C. 273878, Agricultural and Applied Economics Association.
    17. Alain de Janvry & Élisabeth Sadoulet, 2023. "Seven propositions to support and finance the agricultural sector in sub-Saharan Africa in the context of climate change WP324," Working Papers hal-04123941, HAL.
    18. Dougherty, John P. & Flatnes, Jon Einar & Gallenstein, Richard A. & Miranda, Mario J. & Sam, Abdoul G., 2020. "Climate change and index insurance demand: Evidence from a framed field experiment in Tanzania," Journal of Economic Behavior & Organization, Elsevier, vol. 175(C), pages 155-184.
    19. Shukkri AHMED & Craig MCINTOSH & Alexandros SARRIS, 2017. "The Impact of Commercial Rainfall Index Insurance: Experimental Evidence from Ethiopia," Working Papers 4288, FERDI.
    20. Shukkri AHMED & Craig MCINTOSH & Alexandros SARRIS, 2017. "The Impact of Commercial Rainfall Index Insurance: Experimental Evidence from Ethiopia," Working Papers 4289, FERDI.
    21. Dougherty, John & Flatnes, Jon Einar & Gallenstein, Richard & Miranda, Mario J. & Sam, Abdoul G., 2017. "Investigating the Impact of Climate Change on the Demand for Index Insurance," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258524, Agricultural and Applied Economics Association.

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    More about this item

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G52 - Financial Economics - - Household Finance - - - Insurance
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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