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Subsidies and the Dynamics of Selection:Experimental Evidence from Indonesia's National Health Insurance

Author

Listed:
  • Banerjee, Abhijit

    (MIT)

  • Finkelstein, Amy

    (MIT)

  • Hanna, Rema

    (Harvard University)

  • Olken, Benjamin

    (MIT)

  • Ornaghi, Arianna

    (University of Warwick)

  • Sumarto, Sudarno

    (TNP2K and SMERU)

Abstract

How can developing countries increase health insurance? We experimentally assessed three approaches that simple theory suggests could increase coverage and potentially reduce adverse selection: temporary price subsidies, registration assistance, and information. Temporary subsidies attracted lower-cost enrollees, in part by reducing strategic coverage timing. While subsidies were active, coverage increased more than eightfold, at no higher unit cost to the government; after subsidies ended, coverage remained twice as high, again at no higher cost. However, subsidies are not sufficient to achieve universal coverage: the most intensive intervention – a full one-year subsidy combined with registration assistance – resulted in only 30 percent enrollment.

Suggested Citation

  • Banerjee, Abhijit & Finkelstein, Amy & Hanna, Rema & Olken, Benjamin & Ornaghi, Arianna & Sumarto, Sudarno, 2020. "Subsidies and the Dynamics of Selection:Experimental Evidence from Indonesia's National Health Insurance," CAGE Online Working Paper Series 454, Competitive Advantage in the Global Economy (CAGE).
  • Handle: RePEc:cge:wacage:454
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    References listed on IDEAS

    as
    1. Joseph J. Capuno & Aleli D. Kraft & Stella Quimbo & Carlos R. Tan & Adam Wagstaff, 2016. "Effects of Price, Information, and Transactions Cost Interventions to Raise Voluntary Enrollment in a Social Health Insurance Scheme: A Randomized Experiment in the Philippines," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 650-662, June.
    2. Anders Jensen, 2019. "Employment Structure and the Rise of the Modern Tax System," NBER Working Papers 25502, National Bureau of Economic Research, Inc.
    3. Saurabh Bhargava & Dayanand Manoli, 2015. "Psychological Frictions and the Incomplete Take-Up of Social Benefits: Evidence from an IRS Field Experiment," American Economic Review, American Economic Association, vol. 105(11), pages 3489-3529, November.
    4. Anders Jensen, 2019. "Employment Structure and the Rise of the Modern Tax System," CID Working Papers 371, Center for International Development at Harvard University.
    5. Patrick Asuming & Hyuncheol Bryant Kim & Armand Sim, 2018. "Long-run Consequences of Health Insurance Promotion When Mandates are Not Enforceable: Evidence from a Field Experiment in Ghana," Papers 1811.09004, arXiv.org, revised Jun 2019.
    6. Clara Delavallade, 2017. "Quality Health Care and Willingness to Pay for Health Insurance Retention: A Randomized Experiment in Kolkata Slums," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 619-638, May.
    7. Chetty, Raj & Looney, Adam, 2006. "Consumption smoothing and the welfare consequences of social insurance in developing economies," Journal of Public Economics, Elsevier, vol. 90(12), pages 2351-2356, December.
    8. Liran Einav & Amy Finkelstein, 2011. "Selection in Insurance Markets: Theory and Empirics in Pictures," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 115-138, Winter.
    9. Amy Finkelstein & Nathaniel Hendren & Mark Shepard, 2019. "Subsidizing Health Insurance for Low-Income Adults: Evidence from Massachusetts," American Economic Review, American Economic Association, vol. 109(4), pages 1530-1567, April.
    10. Eric P. Bettinger & Bridget Terry Long & Philip Oreopoulos & Lisa Sanbonmatsu, 2012. "The Role of Application Assistance and Information in College Decisions: Results from the H&R Block Fafsa Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1205-1242.
    11. Jonathan Gruber & Nathaniel Hendren & Robert M. Townsend, 2014. "The Great Equalizer: Health Care Access and Infant Mortality in Thailand," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 91-107, January.
    12. Adam Wagstaff & Ha Thi Hong Nguyen & Huyen Dao & Sarah Bales, 2016. "Encouraging Health Insurance for the Informal Sector: A Cluster Randomized Experiment in Vietnam," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 663-674, June.
    13. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    14. Rebecca L. Thornton & Laurel E. Hatt & Erica M. Field & Mursaleena Islam & Freddy Solís Diaz & Martha Azucena González, 2010. "Social security health insurance for the informal sector in Nicaragua: a randomized evaluation," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 181-206, September.
    15. Aviva Aron-Dine & Liran Einav & Amy Finkelstein & Mark Cullen, 2015. "Moral Hazard in Health Insurance: Do Dynamic Incentives Matter?," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 725-741, October.
    16. Anne Fitzpatrick & Rebecca Thornton, 2019. "The Effects of Health Insurance within Families: Experimental Evidence from Nicaragua," The World Bank Economic Review, World Bank, vol. 33(3), pages 736-749.
    17. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
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