IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v270y2021ics0277953621000022.html
   My bibliography  Save this article

Highly vulnerable communities and the Affordable Care Act: Health insurance coverage effects, 2010–2018

Author

Listed:
  • Ye, Wei
  • Rodriguez, Javier M.

Abstract

Initially implemented in 2014 in some U.S. states, the Medicaid expansions under the Affordable Care Act (ACA) aimed to make health insurance coverage more accessible to the low-income population. This paper aims to quantify the impact of the ACA Medicaid expansions on insurance coverage among racial/ethnic minorities, immigrants, single mothers, veterans, and low-education whites—i.e., the sectors of the population identified with some of the highest healthcare needs. We focus on individuals 18–64 years of age earning 138% or less of the federal poverty level from the American Community Survey, 2010–2018 (n = 2,927,402). We use difference-in-differences (DD) and difference-in-difference-in-differences (DDD) approaches with propensity scores matched comparison groups to estimate pre-post ACA insurance coverage differences between individuals living in states that participated in the ACA Medicaid expansions and those living in non-participating states, and to estimate if such differences vary across subgroups. We find that insurance coverage rates increased for all subgroups; yet, the ACA benefits have not been evenly distributed across them. Low-education whites, non-Hispanic whites, females, and non-Hispanic Native Americans exhibited the highest improvements in insurance coverage. Our results contribute to the understanding of recent trends in racial and socioeconomic disparities in healthcare and the appropriate policy prescriptions to ameliorate them.

Suggested Citation

  • Ye, Wei & Rodriguez, Javier M., 2021. "Highly vulnerable communities and the Affordable Care Act: Health insurance coverage effects, 2010–2018," Social Science & Medicine, Elsevier, vol. 270(C).
  • Handle: RePEc:eee:socmed:v:270:y:2021:i:c:s0277953621000022
    DOI: 10.1016/j.socscimed.2021.113670
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953621000022
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2021.113670?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    2. Kosali Simon & Aparna Soni & John Cawley, 2017. "The Impact of Health Insurance on Preventive Care and Health Behaviors: Evidence from the First Two Years of the ACA Medicaid Expansions," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(2), pages 390-417, March.
    3. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    4. Buchmueller, T.C. & Levinson, Z.M. & Levy, H.G. & Wolfe, B.L., 2016. "Effect of the affordable care act on racial and ethnic disparities in health insurance coverage," American Journal of Public Health, American Public Health Association, vol. 106(8), pages 1416-1421.
    5. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2017. "Early Impacts of the Affordable Care Act on Health Insurance Coverage in Medicaid Expansion and Non‐Expansion States," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(1), pages 178-210, January.
    6. R. Vincent Pohl, 2018. "Medicaid And The Labor Supply Of Single Mothers: Implications For Health Care Reform," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(3), pages 1283-1313, August.
    7. Lucas, J.W. & Barr-Anderson, D.J. & Kington, R.S., 2003. "Health Status, Health Insurance, and Health Care Utilization Patterns of Immigrant Black Men," American Journal of Public Health, American Public Health Association, vol. 93(10), pages 1740-1747.
    8. Frean, Molly & Gruber, Jonathan & Sommers, Benjamin D., 2017. "Premium subsidies, the mandate, and Medicaid expansion: Coverage effects of the Affordable Care Act," Journal of Health Economics, Elsevier, vol. 53(C), pages 72-86.
    9. Jonathan Gruber, 2011. "The Impacts of the Affordable Care Act: How Reasonable Are the Projections?," NBER Working Papers 17168, National Bureau of Economic Research, Inc.
    10. Gruber, Jonathan, 2011. "The Impacts of the Affordable Care Act: How Reasonable Are the Projections?," National Tax Journal, National Tax Association;National Tax Journal, vol. 64(3), pages 893-908, September.
    11. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    12. Montez, J.K. & Zajacova, A., 2013. "Trends in mortality risk by education level and cause of death among US White Women from 1986 to 2006," American Journal of Public Health, American Public Health Association, vol. 103(3), pages 473-479.
    13. John Bound & Arline T. Geronimus & Timothy A. Waidmann & Javier M. Rodriguez, 2018. "Local Economic Hardship and Its Role in Life Expectancy Trends," Working Papers wp389, University of Michigan, Michigan Retirement Research Center.
    14. Sarah Hamersma & Matthew Kim & Brenden Timpe, 2019. "The Effect Of Parental Medicaid Expansions On Children'S Health Insurance Coverage," Contemporary Economic Policy, Western Economic Association International, vol. 37(2), pages 297-311, April.
    15. Rodriguez, Javier M. & Geronimus, Arline T. & Bound, John & Dorling, Danny, 2015. "Black lives matter: Differential mortality and the racial composition of the U.S. electorate, 1970–2004," Social Science & Medicine, Elsevier, vol. 136, pages 193-199.
    16. Bhatt, C.B. & Beck-Sagué, C.M., 2018. "Medicaid expansion and infant mortality in the United States," American Journal of Public Health, American Public Health Association, vol. 108(4), pages 565-567.
    17. Javier M. Rodriguez & Arline T. Geronimus & John Bound & Danny Dorling, 2015. "Black Lives Matter: Differential Mortality and the Racial Composition of the U.S. Electorate, 1970–2004," Mathematica Policy Research Reports a15cece510b4443cbc5526423, Mathematica Policy Research.
    18. Alessandra Mattei, 2009. "Estimating and using propensity score in presence of missing background data: an application to assess the impact of childbearing on wellbeing," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 18(2), pages 257-273, July.
    19. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2014. "Unobservable, but Unimportant? The Influence of Personality Traits (and Other Usually Unobserved Variables) for the Evaluation of Labor Market Policies," IZA Discussion Papers 8337, Institute of Labor Economics (IZA).
    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. Testa, Alexander & Jackson, Dylan B. & Vaughn, Michael G. & Ganson, Kyle T. & Nagata, Jason M., 2022. "Adverse Childhood Experiences, health insurance status, and health care utilization in middle adulthood," Social Science & Medicine, Elsevier, vol. 314(C).
    2. Molly Dondero & Claire E. Altman, 2022. "State-Level Immigrant Policy Climates and Health Care Among U.S. Children of Immigrants," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(6), pages 2683-2708, December.

    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. Rodriguez, Javier M., 2018. "Health disparities, politics, and the maintenance of the status quo: A new theory of inequality," Social Science & Medicine, Elsevier, vol. 200(C), pages 36-43.
    2. Courtemanche, Charles & Friedson, Andrew & Koller, Andrew P. & Rees, Daniel I., 2019. "The affordable care act and ambulance response times," Journal of Health Economics, Elsevier, vol. 67(C).
    3. Jonathan Gruber & Benjamin D. Sommers, 2019. "The Affordable Care Act’s Effects on Patients, Providers and the Economy: What We’ve Learned So Far," NBER Working Papers 25932, National Bureau of Economic Research, Inc.
    4. Burney, Shaheer & Boehm, Rebecca & Lopez, Rigoberto, 2021. "The impact of the ACA Medicaid expansion on SNAP participation," Food Policy, Elsevier, vol. 101(C).
    5. Dunn, Abe & Knepper, Matthew & Dauda, Seidu, 2021. "Insurance expansions and hospital utilization: Relabeling and reabling?," Journal of Health Economics, Elsevier, vol. 78(C).
    6. Francesco Renna & Vasilios D. Kosteas & Kuchibhotla Dinkar, 2021. "Inequality in health insurance coverage before and after the Affordable Care Act," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 384-402, February.
    7. Melissa McInerney & Jennifer M. Mellor & Lindsay M. Sabik, 2021. "Welcome Mats and On‐Ramps for Older Adults: The Impact of the Affordable Care Act's Medicaid Expansions on Dual Enrollment in Medicare and Medicaid," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 12-41, January.
    8. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2018. "Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self‐Assessed Health," Southern Economic Journal, John Wiley & Sons, vol. 84(3), pages 660-691, January.
    9. Sarah Miller & Luojia Hu & Robert Kaestner & Bhashkar Mazumder & Ashley Wong, 2021. "The ACA Medicaid Expansion in Michigan and Financial Health," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(2), pages 348-375, March.
    10. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics, Canadian Economics Association, vol. 49(3), pages 871-905, August.
    11. Russ Kashian & Nicholas Lovett & Yuhan Xue, 2020. "Has the affordable care act affected health care efficiency?," Journal of Regulatory Economics, Springer, vol. 58(2), pages 193-233, December.
    12. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2019. "Effects of the Affordable Care Act on Health Behaviors After 3 Years," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 45(1), pages 7-33, January.
    13. Lindsey Rose Bullinger, 2021. "Child Support and the Affordable Care Act's Medicaid Expansions," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 42-77, January.
    14. Aparna Soni & Taryn Morrissey, 2022. "The effects of Medicaid expansion on home production and childcare," Southern Economic Journal, John Wiley & Sons, vol. 88(3), pages 931-950, January.
    15. Goller, Daniel & Lechner, Michael & Moczall, Andreas & Wolff, Joachim, 2020. "Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germany's programmes for long term unemployed," Labour Economics, Elsevier, vol. 65(C).
    16. Reagan A. Baughman, 2022. "The Affordable Care Act and regulation: Coverage effects of guaranteed issue and ratings reform," Health Economics, John Wiley & Sons, Ltd., vol. 31(12), pages 2575-2592, December.
    17. Padmaja Ayyagari, 2019. "Health Insurance and Early Retirement Plans: Evidence from the Affordable Care Act," American Journal of Health Economics, MIT Press, vol. 5(4), pages 533-560, Fall.
    18. Ghosh, Ausmita & Simon, Kosali & Sommers, Benjamin D., 2019. "The Effect of Health Insurance on Prescription Drug Use Among Low-Income Adults:Evidence from Recent Medicaid Expansions," Journal of Health Economics, Elsevier, vol. 63(C), pages 64-80.
    19. Victoria Perez & Julio A. Ramos Pastrana, 2023. "Finding fraud: enforcement, detection, and recoveries after the ACA," International Journal of Health Economics and Management, Springer, vol. 23(3), pages 393-409, September.
    20. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.

    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:eee:socmed:v:270:y:2021:i:c:s0277953621000022. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.