IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/18309.html
   My bibliography  Save this paper

Saving Teens: Using a Policy Discontinuity to Estimate the Effects of Medicaid Eligibility

Author

Listed:
  • Bruce D. Meyer
  • Laura R. Wherry

Abstract

This paper uses a policy discontinuity to identify the immediate and long-term effects of public health insurance coverage during childhood. Our identification strategy exploits a unique feature of several early Medicaid expansions that extended eligibility only to children born after September 30, 1983. This feature resulted in a large discontinuity in the lifetime years of Medicaid eligibility of children at this birthdate cutoff. Those with family incomes at or just below the poverty line had close to five more years of eligibility if they were born just after the cutoff than if they were born just before. We use this discontinuity in eligibility to measure the impact of public health insurance on mortality by following cohorts of children born on either side of this cutoff from childhood through early adulthood. We examine changes in rates of mortality by the underlying causes of death, distinguishing between deaths due to internal and external causes. We also examine outcomes separately for black and white children. Our analysis shows that black children were more likely to be affected by the Medicaid expansions and gained twice the amount of eligibility as white children. We find a substantial effect of public eligibility during childhood on the later life mortality of black children at ages 15-18. The estimates indicate a 13-20 percent decrease in the internal mortality rate of black teens born after September 30, 1983. We find no evidence of an improvement in the mortality of white children under the expansions.

Suggested Citation

  • Bruce D. Meyer & Laura R. Wherry, 2012. "Saving Teens: Using a Policy Discontinuity to Estimate the Effects of Medicaid Eligibility," NBER Working Papers 18309, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18309
    Note: CH EH LS PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w18309.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Janet Currie & Jonathan Gruber, 1996. "Health Insurance Eligibility, Utilization of Medical Care, and Child Health," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 431-466.
    2. Kasey S. Buckles & Daniel M. Hungerman, 2013. "Season of Birth and Later Outcomes: Old Questions, New Answers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 711-724, July.
    3. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    4. Janet Currie & Mark Stabile, 2003. "Socioeconomic Status and Child Health: Why Is the Relationship Stronger for Older Children?," American Economic Review, American Economic Association, vol. 93(5), pages 1813-1823, December.
    5. Dolores De La Mata, 2012. "The Effect Of Medicaid Eligibility On Coverage, Utilization, And Children'S Health," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1061-1079, September.
    6. Dafny, Leemore & Gruber, Jonathan, 2005. "Public insurance and child hospitalizations: access and efficiency effects," Journal of Public Economics, Elsevier, vol. 89(1), pages 109-129, January.
    7. Cutler, David M. & Zeckhauser, Richard J., 2000. "The anatomy of health insurance," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 11, pages 563-643, Elsevier.
    8. Lo Sasso, Anthony T. & Buchmueller, Thomas C., 2004. "The effect of the state children's health insurance program on health insurance coverage," Journal of Health Economics, Elsevier, vol. 23(5), pages 1059-1082, September.
    9. David Card & Lara Dawn Shore-Sheppard, 2001. "Using Discontinuous Eligibility Rules to Identify the Effects of the Federal Medicaid Expansions," JCPR Working Papers 248, Northwestern University/University of Chicago Joint Center for Poverty Research.
    10. David W. Brown & Amanda E. Kowalski & Ithai Z. Lurie, 2015. "Medicaid as an Investment in Children: What is the Long-Term Impact on Tax Receipts"," Cowles Foundation Discussion Papers 1979, Cowles Foundation for Research in Economics, Yale University.
    11. Laura R. Wherry & Bruce D. Meyer, 2016. "Saving Teens: Using a Policy Discontinuity to Estimate the Effects of Medicaid Eligibility," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 556-588.
    12. David M. Cutler & Jonathan Gruber, 1996. "Does Public Insurance Crowd out Private Insurance?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 391-430.
    13. Sarah R. Cohodes & Daniel S. Grossman & Samuel A. Kleiner & Michael F. Lovenheim, 2016. "The Effect of Child Health Insurance Access on Schooling: Evidence from Public Insurance Expansions," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 727-759.
    14. Kaestner, R. & Joyce, T. & Racine, A., 2001. "Medicaid eligibility and the incidence of ambulatory care sensitive hospitalizations for children," Social Science & Medicine, Elsevier, vol. 52(2), pages 305-313, January.
    15. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    16. Laura R. Wherry & Sarah Miller & Robert Kaestner & Bruce D. Meyer, 2018. "Childhood Medicaid Coverage and Later-Life Health Care Utilization," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 287-302, May.
    17. Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), 2011. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, volume 2, number 2.
    18. Case, Anne & Fertig, Angela & Paxson, Christina, 2005. "The lasting impact of childhood health and circumstance," Journal of Health Economics, Elsevier, vol. 24(2), pages 365-389, March.
    19. Currie, Janet & Decker, Sandra & Lin, Wanchuan, 2008. "Has public health insurance for older children reduced disparities in access to care and health outcomes?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1567-1581, December.
    20. repec:wly:soecon:v:82:2:y:2015:p:535-555 is not listed on IDEAS
    21. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    22. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    23. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    24. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    25. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    26. Sarah Miller & Laura R. Wherry, 2019. "The Long-Term Effects of Early Life Medicaid Coverage," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 785-824.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thompson, Owen, 2017. "The long-term health impacts of Medicaid and CHIP," Journal of Health Economics, Elsevier, vol. 51(C), pages 26-40.
    2. Hull, Marie C. & Yan, Ji, 2024. "The Impact of Children's Access to Public Health Insurance on Their Cognitive Development and Behavior," IZA Discussion Papers 17190, Institute of Labor Economics (IZA).
    3. Laura R. Wherry & Sarah Miller & Robert Kaestner & Bruce D. Meyer, 2018. "Childhood Medicaid Coverage and Later-Life Health Care Utilization," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 287-302, May.
    4. Étienne Gaudette & Gwyn C. Pauley & Julie Zissimopoulos, 2016. "Long-term Individual and Population Consequences of Early-life Access to Health Insurance," Working Papers wp355, University of Michigan, Michigan Retirement Research Center.
    5. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    6. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
    7. Qureshi, Javaeria A. & Gangopadhyaya, Anuj, 2021. "Childhood Medicaid Eligibility and Human Capital," Economics of Education Review, Elsevier, vol. 82(C).
    8. Sarah R. Cohodes & Daniel S. Grossman & Samuel A. Kleiner & Michael F. Lovenheim, 2016. "The Effect of Child Health Insurance Access on Schooling: Evidence from Public Insurance Expansions," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 727-759.
    9. Chloe N. East & Sarah Miller & Marianne Page & Laura R. Wherry, 2023. "Multigenerational Impacts of Childhood Access to the Safety Net: Early Life Exposure to Medicaid and the Next Generation's Health," American Economic Review, American Economic Association, vol. 113(1), pages 98-135, January.
    10. repec:mrr:papers:wp341 is not listed on IDEAS
    11. Thomas Buchmueller & John C. Ham & Lara D. Shore-Sheppard, 2015. "The Medicaid Program," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 1, pages 21-136, National Bureau of Economic Research, Inc.
    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. 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.
    14. Michael F. Lovenheim & Randall Reback & Leigh Wedenoja, 2016. "How Does Access to Health Care Affect Teen Fertility and High School Dropout Rates? Evidence from School-based Health Centers," NBER Working Papers 22030, National Bureau of Economic Research, Inc.
    15. Janet Currie, 2020. "Child health as human capital," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 452-463, April.
    16. Huang, Wei & Liu, Hong, 2023. "Early childhood exposure to health insurance and adolescent outcomes: Evidence from rural China," Journal of Development Economics, Elsevier, vol. 160(C).
    17. 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.
    18. 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.
    19. Nolan, Anne & Layte, Richard, 2017. "The impact of transitions in insurance coverage on GP visiting among children in Ireland," Social Science & Medicine, Elsevier, vol. 180(C), pages 94-100.
    20. Bronchetti, Erin Todd, 2014. "Public insurance expansions and the health of immigrant and native children," Journal of Public Economics, Elsevier, vol. 120(C), pages 205-219.
    21. Gong, Jie & Lu, Yi & Xie, Huihua, 2020. "The average and distributional effects of teenage adversity on long-term health," Journal of Health Economics, Elsevier, vol. 71(C).

    More about this item

    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:18309. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.