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The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia

Author

Listed:
  • Rema Hanna

    (Center for International Development at Harvard University)

  • Benjamin A. Olken

Abstract

To assess ways to achieve widespread health insurance coverage with financial solvency in developing countries, we designed a randomized experiment involving almost 6,000 households in Indonesia who are subject to a nationally mandated government health insurance program. We assessed several interventions that simple theory and prior evidence suggest could increase coverage and reduce adverse selection: substantial temporary price subsidies (which had to be activated within a limited time window and lasted for only a year), assisted registration, and information. Both temporary subsidies and assisted registration increased initial enrollment. Temporary subsidies attracted lower-cost enrollees, in part by eliminating the practice observed in the no subsidy group of strategically timing coverage for a few months during health emergencies. As a result, while subsidies were in effect, they increased coverage more than eightfold, at no higher unit cost; even after the subsidies ended, coverage remained twice as high, again at no higher unit cost. However, the most intensive (and effective) intervention – assisted registration and a full one-year subsidy – resulted in only a 30 percent initial enrollment rate, underscoring the challenges to achieving widespread coverage.

Suggested Citation

  • Rema Hanna & Benjamin A. Olken, 2019. "The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia," CID Working Papers 362, Center for International Development at Harvard University.
  • Handle: RePEc:cid:wpfacu:362
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. 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.
    4. Anders Jensen, 2019. "Employment Structure and the Rise of the Modern Tax System," NBER Working Papers 25502, National Bureau of Economic Research, Inc.
    5. Fischer, Torben & Frölich, Markus & Landmann, Andreas, 2018. "Adverse Selection in Low-Income Health Insurance Markets: Evidence from a RCT in Pakistan," IZA Discussion Papers 11751, Institute of Labor Economics (IZA).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Ririn Purnamasari & Matthew Wai-Poi, 2016. "Self-Targeting: Evidence from a Field Experiment in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 371-427.
    11. 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.
    12. Anders Jensen, 2019. "Employment Structure and the Rise of the Modern Tax System," CID Working Papers 371, Center for International Development at Harvard University.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
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    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Jason Shafrin’s journal round-up for 9th September 2019
      by Jason Shafrin in The Academic Health Economists' Blog on 2019-09-09 11:00:23

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    Cited by:

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    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.
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    More about this item

    Keywords

    Global Health;

    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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