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The effects of public health insurance on health behaviors: Evidence from the fifth year of Medicaid expansion

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  • Aparna Soni

Abstract

This study examines the longer term relationship between public health insurance expansions and health behaviors. I leverage geographic and temporal variation in the implementation of the Affordable Care Act‐facilitated Medicaid expansions and provide the first estimates of the expansions' behavioral impacts during their first 5 years. Using national survey data from the 2010 to 2018 Behavioral Risk Factors Surveillance System and a difference‐in‐differences regression design, I show that the Medicaid expansions increase utilization of certain forms of preventive care, while reducing heavy drinking. I also find suggestive evidence that the expansions reduce smoking and increase the probability of exercise. These results stand in contrast with earlier studies that used only 2 or 3 years of postexpansion data and found no detectable effect of the Medicaid expansions on health behaviors in the short run. My results, combined with evidence from previous studies, suggest that public insurance expansions may not prompt an immediate change in health behaviors, but newly eligible populations do increase investments in healthy behaviors over time. In the long run, Medicaid expansions may help reduce engagement in risky behaviors like drinking and smoking among low‐income people.

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  • 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.
  • Handle: RePEc:wly:hlthec:v:29:y:2020:i:12:p:1586-1605
    DOI: 10.1002/hec.4155
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    1. Johanna Catherine Maclean & Michael F. Pesko & Steven C. Hill, 2019. "Public Insurance Expansions And Smoking Cessation Medications," Economic Inquiry, Western Economic Association International, vol. 57(4), pages 1798-1820, October.
    2. 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.
    3. Johanna Catherine Maclean & Brendan Saloner, 2019. "The Effect of Public Insurance Expansions on Substance Use Disorder Treatment: Evidence from the Affordable Care Act," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(2), pages 366-393, March.
    4. Grossman, Michael & Chaloupka, Frank J & Sirtalan, Ismail, 1998. "An Empirical Analysis of Alcohol Addiction: Results from the Monitoring the Future Panels," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 39-48, January.
    5. Anderson E Stanciole, 2008. "Health Insurance and Lifestyle Choices: Identifying Ex Ante Moral Hazard in the US Market," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 33(4), pages 627-644, October.
    6. 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.
    7. Campbell, M.K. & DeVellis, B.M. & Strecher, V.J. & Ammerman, A.S. & DeVellis, R.F. & Sandler, R.S., 1994. "Improving dietary behavior: The effectiveness of tailored messages in primary care settings," American Journal of Public Health, American Public Health Association, vol. 84(5), pages 783-787.
    8. Barbaresco, Silvia & Courtemanche, Charles J. & Qi, Yanling, 2015. "Impacts of the Affordable Care Act dependent coverage provision on health-related outcomes of young adults," Journal of Health Economics, Elsevier, vol. 40(C), pages 54-68.
    9. 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.
    10. Jonathan Klick & Thomas Stratmann, 2007. "Diabetes Treatments and Moral Hazard," Journal of Law and Economics, University of Chicago Press, vol. 50(3), pages 519-538.
    11. Oliver Damm & Martin Eichner & Markus Rose & Markus Knuf & Peter Wutzler & Johannes Liese & Hagen Krüger & Wolfgang Greiner, 2015. "Public health impact and cost-effectiveness of intranasal live attenuated influenza vaccination of children in Germany," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(5), pages 471-488, June.
    12. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    13. Timothy Tyler Brown & Erin Dela Cruz & Stephen Scott Brown, 2011. "The effect of dental care on cardiovascular disease outcomes: an application of instrumental variables in the presence of heterogeneity and self‐selection," Health Economics, John Wiley & Sons, Ltd., vol. 20(10), pages 1241-1256, October.
    14. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    15. Charles J. Courtemanche & Daniela Zapata, 2014. "Does Universal Coverage Improve Health? The Massachusetts Experience," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 36-69, January.
    16. Grossman, Michael & Mocan, Naci (ed.), 2011. "Economic Aspects of Obesity," National Bureau of Economic Research Books, University of Chicago Press, number 9780226310091, December.
    17. 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.
    18. Neeraj Sood & Zachary Wagner & Yanyu Wu, 2015. "The Impact of Insurance on HIV Testing," American Journal of Health Economics, University of Chicago Press, vol. 1(4), pages 515-536, Fall.
    19. Dhaval M. Dave & Robert Kaestner & George L. Wehby, 2019. "Does public insurance coverage for pregnant women affect prenatal health behaviors?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(2), pages 419-453, April.
    20. Cawley, John & Ruhm, Christopher J., 2011. "The Economics of Risky Health Behaviors," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 95-199, Elsevier.
    21. 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.
    22. Yörük Barış K., 2017. "Health Insurance Coverage and Risky Health Behaviors among Young Adults," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(3), pages 1-21, July.
    23. 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.
    24. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    25. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1994. "An Empirical Analysis of Cigarette Addiction," American Economic Review, American Economic Association, vol. 84(3), pages 396-418, June.
    26. Dhaval Dave & Robert Kaestner, 2009. "Health insurance and ex ante moral hazard: evidence from Medicare," International Journal of Health Economics and Management, Springer, vol. 9(4), pages 367-390, December.
    27. Jay Bhattacharya & M. Kate Bundorf & Noemi Pace & Neeraj Sood, 2011. "Does Health Insurance Make You Fat?," NBER Chapters, in: Economic Aspects of Obesity, pages 35-64, National Bureau of Economic Research, Inc.
    28. Jungtaek Lee, 2018. "Effects of health insurance coverage on risky behaviors," Health Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 762-777, April.
    29. 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.
    30. Michael Grossman & Naci H. Mocan, 2011. "Economic Aspects of Obesity," NBER Books, National Bureau of Economic Research, Inc, number gros09-1, May.
    31. Courtemanche, Charles & Marton, James & Ukert, Benjamin & Yelowitz, Aaron & Zapata, Daniela, 2018. "Effects of the Affordable Care Act on Health Behaviors after Three Years," IZA Discussion Papers 11468, Institute of Labor Economics (IZA).
    32. 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.
    33. Barton Willage, 2020. "Unintended consequences of health insurance: Affordable Care Act's free contraception mandate and risky sex," Health Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 30-45, January.
    34. Michael Anderson & Carlos Dobkin & Tal Gross, 2012. "The Effect of Health Insurance Coverage on the Use of Medical Services," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 1-27, February.
    35. Abraham Abebe Asfaw, 2019. "The effect of prescription drug insurance on health behavior: Evidence from Medicare Part D," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 403-418, March.
    36. Hamersma, Sarah & Kim, Matthew, 2013. "Participation and crowd out: Assessing the effects of parental Medicaid expansions," Journal of Health Economics, Elsevier, vol. 32(1), pages 160-171.
    37. Sarah Miller & Laura R. Wherry, 2019. "Four Years Later: Insurance Coverage and Access to Care Continue to Diverge between ACA Medicaid Expansion and Non-Expansion States," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 327-333, May.
    38. Boudreaux, Michel H. & Golberstein, Ezra & McAlpine, Donna D., 2016. "The long-term impacts of Medicaid exposure in early childhood: Evidence from the program's origin," Journal of Health Economics, Elsevier, vol. 45(C), pages 161-175.
    39. 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.
    40. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2016. "Impacts of the Affordable Care Act on Health Insurance Coverage in Medicaid Expansion and Non-Expansion States," NBER Working Papers 22182, National Bureau of Economic Research, Inc.
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    1. Chris Sampson’s journal round-up for 7th December 2020
      by Chris Sampson in The Academic Health Economists' Blog on 2020-12-07 12:00:03

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    2. Jihee Song & Jeong Nam Kim & Scott Tomar & Lauren N. Wong, 2021. "The Impact of the Affordable Care Act on Dental Care: An Integrative Literature Review," IJERPH, MDPI, vol. 18(15), pages 1-21, July.
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    4. Prabal K. De, 2021. "Impacts of insurance expansion on health cost, health access, and health behaviors: evidence from the medicaid expansion in the US," International Journal of Health Economics and Management, Springer, vol. 21(4), pages 495-510, December.
    5. Aimee Chabot & Maximilian Hell, 2023. "Using Technology and Iterative Research to Strengthen the Social Safety Net," The ANNALS of the American Academy of Political and Social Science, , vol. 706(1), pages 256-275, March.

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