IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp13200.html
   My bibliography  Save this paper

The Value of Health Insurance during a Crisis: Effects of Medicaid Implementation on Pandemic Influenza Mortality

Author

Listed:
  • Clay, Karen

    (Carnegie Mellon University)

  • Lewis, Joshua

    (University of Montreal)

  • Severnini, Edson R.

    (Carnegie Mellon University)

  • Wang, Xiao

    (Carnegie Mellon University)

Abstract

This paper studies how better access to public health insurance affects infant mortality during pandemics. Our analysis combines cross-state variation in mandated eligibility for Medicaid with two influenza pandemics — the 1957-58 "Asian Flu" pandemic and the 1968-69 "Hong Kong Flu" — that arrived shortly before and after the program's introduction. Exploiting heterogeneity in the underlying severity of these two shocks across counties, we find no relationship between Medicaid eligibility and pandemic infant mortality during the 1957-58 outbreak. After Medicaid implementation, we find that better access to insurance in high-eligibility states substantially reduced infant mortality during the 1968-69 pandemic. The reductions in pandemic infant mortality are too large to be attributable solely to new Medicaid recipients, suggesting that the expansion in health insurance coverage mitigated disease transmission among the broader population.

Suggested Citation

  • Clay, Karen & Lewis, Joshua & Severnini, Edson R. & Wang, Xiao, 2020. "The Value of Health Insurance during a Crisis: Effects of Medicaid Implementation on Pandemic Influenza Mortality," IZA Discussion Papers 13200, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp13200
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp13200.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. Clay, Karen & Lewis, Joshua & Severnini, Edson, 2018. "Pollution, Infectious Disease, and Mortality: Evidence from the 1918 Spanish Influenza Pandemic," The Journal of Economic History, Cambridge University Press, vol. 78(4), pages 1179-1209, December.
    3. Douglas Almond & Joseph J. Doyle & Amanda E. Kowalski & Heidi Williams, 2010. "Estimating Marginal Returns to Medical Care: Evidence from At-risk Newborns," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 591-634.
    4. Jens Ludwig & Douglas L. Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 159-208.
    5. Guy Michaels, 2008. "The Effect of Trade on the Demand for Skill: Evidence from the Interstate Highway System," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 683-701, November.
    6. Alston, Lee J. & Ferrie, Joseph P., 1985. "Labor Costs, Paternalism, and Loyalty in Southern Agriculture: A Constraint on the Growth of the Welfare State," The Journal of Economic History, Cambridge University Press, vol. 45(1), pages 95-117, March.
    7. Lin, Ming-Jen & Liu, Elaine M., 2014. "Does in utero exposure to Illness matter? The 1918 influenza epidemic in Taiwan as a natural experiment," Journal of Health Economics, Elsevier, vol. 37(C), pages 152-163.
    8. Schwandt, Hannes, 2017. "The Lasting Legacy of Seasonal Influenza: In-Utero Exposure and Labor Market Outcomes," IZA Discussion Papers 10589, Institute of Labor Economics (IZA).
    9. Andrew Goodman-Bacon, 2018. "Public Insurance and Mortality: Evidence from Medicaid Implementation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 216-262.
    10. W. Walker Hanlon, 2018. "London Fog: A Century of Pollution and Mortality, 1866-1965," NBER Working Papers 24488, National Bureau of Economic Research, Inc.
    11. Elaine Kelly, 2011. "The Scourge of Asian Flu: In utero Exposure to Pandemic Influenza and the Development of a Cohort of British Children," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 669-694.
    12. Clay, Karen & Lewis, Joshua & Severnini, Edson, 2019. "What explains cross-city variation in mortality during the 1918 influenza pandemic? Evidence from 438 U.S. cities," Economics & Human Biology, Elsevier, vol. 35(C), pages 42-50.
    13. Andrea Park Chung & Martin Gaynor & Seth Richards-Shubik, 2017. "Subsidies and Structure: The Lasting Impact of the Hill-Burton Program on the Hospital Industry," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 926-943, December.
    14. Douglas Almond & Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2011. "Inside the War on Poverty: The Impact of Food Stamps on Birth Outcomes," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 387-403, May.
    15. Richard E. Nelson, 2010. "Testing the Fetal Origins Hypothesis in a developing country: evidence from the 1918 Influenza Pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1181-1192, October.
    16. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shenoy, Ajay & Sharma, Bhavyaa & Xu, Guanghong & Kapoor, Rolly & Rho, Haedong Aiden & Sangha, Kinpritma, 2022. "God is in the rain: The impact of rainfall-induced early social distancing on COVID-19 outbreaks," Journal of Health Economics, Elsevier, vol. 81(C).
    2. Ilan Noy & Tomáš Uher, 2022. "Economic consequences of pre-COVID-19 epidemics: a literature review," Chapters, in: Mark Skidmore (ed.), Handbook on the Economics of Disasters, chapter 7, pages 117-133, Edward Elgar Publishing.
    3. Propper, Carol & Kunz, Johannes, 2022. "Is Hospital Quality Predictive of Pandemic Deaths? Evidence from US Counties," CEPR Discussion Papers 17365, C.E.P.R. Discussion Papers.
    4. Kunz, Johannes S. & Propper, Carol, 2023. "JUE Insight: Is hospital quality predictive of pandemic deaths? Evidence from US counties," Journal of Urban Economics, Elsevier, vol. 133(C).
    5. Ilan Noy & Tomáš Uher, 2022. "Economic consequences of pre-COVID-19 epidemics: a literature review," Chapters, in: Mark Skidmore (ed.), Handbook on the Economics of Disasters, chapter 7, pages 117-133, Edward Elgar Publishing.

    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. Turner, Alex J. & Fichera, Eleonora & Sutton, Matt, 2021. "The effects of in-utero exposure to influenza on mental health and mortality risk throughout the life-course," Economics & Human Biology, Elsevier, vol. 43(C).
    2. Amanda Guimbeau & Nidhiya Menon & Aldo Musacchio, 2022. "Short‐ and medium‐run health and literacy impacts of the 1918 Spanish Flu pandemic in Brazil," Economic History Review, Economic History Society, vol. 75(4), pages 997-1025, November.
    3. Slusky, David J.G. & Zeckhauser, Richard J., 2021. "Sunlight and Protection Against Influenza," Economics & Human Biology, Elsevier, vol. 40(C).
    4. Doran, Áine & Colvin, Christopher L. & McLaughlin, Eoin, 2024. "What can we learn from historical pandemics? A systematic review of the literature," Social Science & Medicine, Elsevier, vol. 342(C).
    5. Brian Beach & Karen Clay & Martin Saavedra, 2022. "The 1918 Influenza Pandemic and Its Lessons for COVID-19," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 41-84, March.
    6. Amanda Guimbeau & Nidhiya Menon & Aldo Musacchio, 2020. "The Brazilian Bombshell? The Long-Term Impact of the 1918 Influenza Pandemic the South American Way," NBER Working Papers 26929, National Bureau of Economic Research, Inc.
    7. Noghanibehambari, Hamid, 2022. "Intergenerational health effects of Medicaid," Economics & Human Biology, Elsevier, vol. 45(C).
    8. Alex Hollingsworth & Krzysztof Karbownik & Melissa A. Thomasson & Anthony Wray, 2022. "The Gift of a Lifetime: The Hospital, Modern Medicine, and Mortality," NBER Working Papers 30663, National Bureau of Economic Research, Inc.
    9. Gregori Galofré-Vilà & Martin McKee & David Stuckler, 2022. "Quantifying the mortality impact of the 1935 old-age assistance," European Review of Economic History, European Historical Economics Society, vol. 26(1), pages 62-77.
    10. 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.
    11. Constance Shumba & Rose Maina & Gladys Mbuthia & Rachel Kimani & Stella Mbugua & Sweta Shah & Amina Abubakar & Stanley Luchters & Sheila Shaibu & Eunice Ndirangu, 2020. "Reorienting Nurturing Care for Early Childhood Development during the COVID-19 Pandemic in Kenya: A Review," IJERPH, MDPI, vol. 17(19), pages 1-19, September.
    12. Galofré Vilà, Gregori, 2020. "Quantifying the impact of aid to dependent children: An epidemiological framework⁎," Explorations in Economic History, Elsevier, vol. 77(C).
    13. Nandi, Arindam & Kumar, Santosh & Shet, Anita & Bloom, David E. & Laxminarayan, Ramanan, 2020. "Childhood vaccinations and adult schooling attainment: Long-term evidence from India's Universal Immunization Programme," Social Science & Medicine, Elsevier, vol. 250(C).
    14. Almond, Douglas & Currie, Janet & Herrmann, Mariesa, 2012. "From infant to mother: Early disease environment and future maternal health," Labour Economics, Elsevier, vol. 19(4), pages 475-483.
    15. Corey White, 2021. "Measuring Social and Externality Benefits of Influenza Vaccination," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 749-785.
    16. Hilary Hoynes & Diane Whitmore Schanzenbach & Douglas Almond, 2016. "Long-Run Impacts of Childhood Access to the Safety Net," American Economic Review, American Economic Association, vol. 106(4), pages 903-934, April.
    17. 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.
    18. Borusyak, Kirill & Hull, Peter, 2020. "Non-Random Exposure to Exogenous Shocks: Theory and Applications," CEPR Discussion Papers 15319, C.E.P.R. Discussion Papers.
    19. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    20. Arthi, Vellore & Parman, John, 2021. "Disease, downturns, and wellbeing: Economic history and the long-run impacts of COVID-19," Explorations in Economic History, Elsevier, vol. 79(C).

    More about this item

    Keywords

    public health insurance; medicaid; influenza pandemics;
    All these keywords.

    JEL classification:

    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • N32 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - U.S.; Canada: 1913-
    • N52 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - U.S.; Canada: 1913-

    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:iza:izadps:dp13200. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.