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Evaluating and Pricing Health Insurance in Lower-income Countries: A Field Experiment in India

Author

Listed:
  • Anup Malani
  • Cynthia Kinnan
  • Gabriella Conti
  • Kosuke Imai
  • Morgen Miller
  • Shailender Swaminathan
  • Alessandra Voena
  • Bartosz Woda

Abstract

Universal health coverage is a widely shared goal across lower-income countries. We conducted a large-scale, 4-year trial that randomized premiums and subsidies for India’s first national, public hospital insurance program, RSBY. We find roughly 60% uptake even when consumers were charged premiums equal to the government’s cost for insurance. We also find substantial adverse selection into insurance at positive prices. Insurance enrollment increases insurance utilization, partly due to spillovers from use of insurance by neighbors. However, many enrollees attempted to use insurance but failed, suggesting that learning is critical to the success of public insurance. We find very few statistically significant impacts of insurance access or enrollment on health. Because there is substantial willingness-to-pay for insurance, and given how distortionary it is to raise revenue in the Indian context, we calculate that our sample population should be charged a premium for RSBY between INR 500-1000 rather than a zero premium to maximize the marginal value of public funds.

Suggested Citation

  • Anup Malani & Cynthia Kinnan & Gabriella Conti & Kosuke Imai & Morgen Miller & Shailender Swaminathan & Alessandra Voena & Bartosz Woda, 2024. "Evaluating and Pricing Health Insurance in Lower-income Countries: A Field Experiment in India," NBER Working Papers 32239, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:32239
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    More about this item

    JEL classification:

    • G52 - Financial Economics - - Household Finance - - - Insurance
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs

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