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The Long-Run Effects of Childhood Insurance Coverage: Medicaid Implementation, Adult Health, and Labor Market Outcomes

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  • Andrew Goodman-Bacon

Abstract

This paper exploits the original introduction of Medicaid (1966-1970) and the federal mandate that states cover all cash welfare recipients to estimate the effect of childhood Medicaid eligibility on adult health, labor supply, program participation, and income. Cohorts born closer to Medicaid implementation and in states with higher pre-existing welfare-based eligibility accumulated more Medicaid eligibility in childhood but did not differ on a range of other health, socioeconomic, and policy characteristics. Early childhood Medicaid eligibility reduces mortality and disability and, for whites, increases extensive margin labor supply, and reduces receipt of disability transfer programs and public health insurance up to 50 years later. Total income does not change because earnings replace disability benefits. The government earns a discounted annual return of between 2 and 7 percent on the original cost of childhood coverage for these cohorts, most of which comes from lower cash transfer payments.

Suggested Citation

  • Andrew Goodman-Bacon, 2016. "The Long-Run Effects of Childhood Insurance Coverage: Medicaid Implementation, Adult Health, and Labor Market Outcomes," NBER Working Papers 22899, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22899
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    3. Wang, Jia & Winters, John V. & Yuan, Weici, 2022. "Can legal status help unauthorized immigrants achieve the American dream? Evidence from the Deferred Action for Childhood Arrivals program," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    4. Martha J. Bailey & Hilary W. Hoynes & Maya Rossin-Slater & Reed Walker, 2020. "Is the Social Safety Net a Long-Term Investment? Large-Scale Evidence from the Food Stamps Program," NBER Working Papers 26942, National Bureau of Economic Research, Inc.
    5. Vinish Shrestha, 2023. "The Former Oppressive Racial Regime and Geographic Discontinuities in Efficacy of the Affordable Care Act in the American South," Working Papers 2023-02, Towson University, Department of Economics, revised Oct 2023.
    6. Gabriella Conti, 2013. "The Developmental Origins of Health Inequality," Research on Economic Inequality, in: Health and Inequality, volume 21, pages 285-309, Emerald Group Publishing Limited.
    7. Pihl, Ariel Marek, 2022. "Head Start and mothers’ work: Free child care or something more?," Labour Economics, Elsevier, vol. 75(C).
    8. Morrissey, Taryn W. & Cha, Yun & Wolf, Sharon & Khan, Mariam, 2020. "Household economic instability: Constructs, measurement, and implications," Children and Youth Services Review, Elsevier, vol. 118(C).
    9. Philipp Ager & James J. Feigenbaum & Casper Worm Hansen & Hui Ren Tan, 2020. "How the Other Half Died: Immigration and Mortality in US Cities," NBER Working Papers 27480, National Bureau of Economic Research, Inc.
    10. Sarah Miller & Norman Johnson & Laura R Wherry, 2021. "Medicaid and Mortality: New Evidence From Linked Survey and Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1783-1829.
    11. Boudreaux, Michel & Lipton, Brandy, 2018. "Medicaid Benefit Generosity and Labor Market Outcomes: Evidence from Medicaid Adult Vision Benefits," MPRA Paper 83916, University Library of Munich, Germany.
    12. Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2018. "Safety Nets Investments in Children," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 89-150.
    13. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    14. Qureshi, Javaeria A. & Gangopadhyaya, Anuj, 2021. "Childhood Medicaid Eligibility and Human Capital," Economics of Education Review, Elsevier, vol. 82(C).
    15. Hersch Nicholas, Lauren & Maclean, J. Catherine, 2017. "The Effect of Medical Marijuana Laws on the Labor Supply of Older Adults: Evidence from the Health and Retirement Study," IZA Discussion Papers 10489, Institute of Labor Economics (IZA).
    16. Hamersma, Sarah & Maclean, Johanna Catherine, 2021. "Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers?," Journal of Health Economics, Elsevier, vol. 76(C).
    17. East, Chloe N. & Velasquez, Andrea, 2018. "The Effect of Increasing Immigration Enforcement on the Labor Supply of High-Skilled Citizen Women," IZA Discussion Papers 12029, Institute of Labor Economics (IZA).
    18. Bastian, Jacob & Bian, Luorao & Grogger, Jeffrey, 2022. "How Did Safety-Net Reform Affect the Education of Adolescents from Low-Income Families?," Labour Economics, Elsevier, vol. 77(C).
    19. Hamid Noghanibehambari & Jason Fletcher, 2022. "Dust to Feed, Dust to Grey: The Effect of In-Utero Exposure to the Dust Bowl on Old-Age Longevity," NBER Working Papers 30531, National Bureau of Economic Research, Inc.

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    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General
    • N32 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - U.S.; Canada: 1913-

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