IDEAS home Printed from https://ideas.repec.org/a/spr/aphecp/v20y2022i3d10.1007_s40258-021-00699-5.html
   My bibliography  Save this article

How Did the Affordable Care Act Affect Risky Health Behaviors?

Author

Listed:
  • Cagdas Agirdas

    (University of Tampa)

Abstract

Background The Affordable Care Act (ACA) expanded insurance coverage in the USA through Medicaid expansions, insurance marketplaces, subsidies, and mandates in 2014. Insurance coverage at such a large scale may affect individuals’ risky health behaviors such as smoking, excessive drinking, overeating, not exercising, and illicit substance use. Those effects are not easy to predict, and they may be positive or negative. On one hand, as more people have access to health care, they may improve their health behaviors with advice from medical professionals, educational materials, tobacco cessation treatments, and healthy behavior incentive programs provided by Medicaid. On the other hand, this increase in access can also lead to moral hazard where reduced costs of health care through insurance can make individuals choose less healthy behaviors. Objectives In this study, I asked whether the ACA changed risky health behaviors. Methods I used a difference-in-difference-in-differences regression model where time, state Medicaid expansion status, and local area pre-ACA uninsured rate together constituted my identification strategy. In all my models, I controlled for a large set of individual-level and area-specific variables. Results I did not find any statistically significant negative effects on risky health behaviors that would have supported the existence of moral hazard that dominates other effects. On the other hand, I found significant improvements in smoking and excessive drinking in 2017 and 2018. These results are robust to using only the subsamples of poor childless adults and the newly insured. Conclusions Early effects of the ACA’s insurance coverage expansions did not lead to any significant changes in risky health behaviors except for improvements in smoking and excessive drinking in 2017 and 2018. Further research is needed for the later years as more individuals became aware of these benefits.

Suggested Citation

  • Cagdas Agirdas, 2022. "How Did the Affordable Care Act Affect Risky Health Behaviors?," Applied Health Economics and Health Policy, Springer, vol. 20(3), pages 405-416, May.
  • Handle: RePEc:spr:aphecp:v:20:y:2022:i:3:d:10.1007_s40258-021-00699-5
    DOI: 10.1007/s40258-021-00699-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40258-021-00699-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40258-021-00699-5?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. Chad Cotti & Erik Nesson & Nathan Tefft, 2019. "Impacts of the ACA Medicaid expansion on health behaviors: Evidence from household panel data," Health Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 219-244, February.
    2. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    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. Laetitia Lebihan, 2023. "The impact of a mandatory universal drug insurance program on health behaviors and outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2006-2046, September.
    2. Aparna Soni, 2020. "The effects of public health insurance on health behaviors: Evidence from the fifth year of Medicaid expansion," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1586-1605, December.
    3. 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.
    4. Angrisani, Marco & Atella, Vincenzo & Brunetti, Marianna, 2018. "Public health insurance and household portfolio Choices: Unravelling financial “Side Effects” of Medicare," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 198-212.
    5. Dong, Yingying, 2010. "Jumpy or Kinky? Regression Discontinuity without the Discontinuity," MPRA Paper 25461, University Library of Munich, Germany.
    6. Marianne P. Bitler & Christopher S. Carpenter & Danea Horn, 2021. "Effects of the Colorectal Cancer Control Program," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2667-2685, November.
    7. Nicholas Moellman, 2020. "Healthcare and Hunger: Effects of the ACA Medicaid Expansions on Food Insecurity in America," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 168-186, June.
    8. Kevin Devereux & Mona Balesh Abadi & Farah Omran, 2019. "Correcting for Transitory Effects in RCTs: Application to the RAND Health Insurance Experiment," Working Papers 201910, School of Economics, University College Dublin.
    9. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
    10. Giesecke, Matthias & Jäger, Philipp, 2021. "Pension incentives and labor supply: Evidence from the introduction of universal old-age assistance in the UK," Journal of Public Economics, Elsevier, vol. 203(C).
    11. Brilli, Ylenia & Lucifora, Claudio & Russo, Antonio & Tonello, Marco, 2020. "Vaccination take-up and health: Evidence from a flu vaccination program for the elderly," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 323-341.
    12. Alexander Maas & Liang Lu, 2021. "Elections have Consequences: Partisan Politics may be Literally Killing Us," Applied Health Economics and Health Policy, Springer, vol. 19(1), pages 45-56, January.
    13. Beatty, Timothy K.M. & Blow, Laura & Crossley, Thomas F. & O'Dea, Cormac, 2014. "Cash by any other name? Evidence on labeling from the UK Winter Fuel Payment," Journal of Public Economics, Elsevier, vol. 118(C), pages 86-96.
    14. Leimer, Birgit & van Ewijk, Reyn, 2022. "No “honeymoon phase”: whose health benefits from retirement and when," Economics & Human Biology, Elsevier, vol. 47(C).
    15. Christelis, Dimitris & Georgarakos, Dimitris & Sanz-de-Galdeano, Anna, 2020. "The impact of health insurance on stockholding: A regression discontinuity approach," Journal of Health Economics, Elsevier, vol. 69(C).
    16. Mark Duggan & Atul Gupta & Emilie Jackson, 2022. "The Impact of the Affordable Care Act: Evidence from California's Hospital Sector," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 111-151, February.
    17. Baicker, Katherine & Chernew, Michael E. & Robbins, Jacob A., 2013. "The spillover effects of Medicare managed care: Medicare Advantage and hospital utilization," Journal of Health Economics, Elsevier, vol. 32(6), pages 1289-1300.
    18. Daniel McFadden & Carlos Noton & Pau Olivella, "undated". "Remedies for Sick Insurance," Working Papers 620, Barcelona School of Economics.
    19. Joachim Marti & Michael R. Richards, 2017. "Smoking Response to Health and Medical Spending Changes and the Role of Insurance," Health Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 305-320, March.
    20. Remmerswaal, Minke & Boone, Jan & Bijlsma, Michiel & Douven, Rudy, 2019. "Cost-sharing design matters: A comparison of the rebate and deductible in healthcare," Journal of Public Economics, Elsevier, vol. 170(C), pages 83-97.

    More about this item

    Keywords

    I12; I13; I18;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:spr:aphecp:v:20:y:2022:i:3:d:10.1007_s40258-021-00699-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.