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The Effect of Public Insurance Expansions on Substance Use Disorder Treatment: Evidence from the Affordable Care Act

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  • Johanna Catherine Maclean
  • Brendan Saloner

Abstract

We examine the effect of Medicaid expansion under the Affordable Care Act (ACA) on substance use disorder (SUD) treatment utilization and financing. We combine data on admissions to specialty facilities and Medicaid‐reimbursed prescriptions for medications commonly used to treat SUDs in nonspecialty outpatient settings with an event‐study design. Several findings emerge from our study. First, among patients receiving specialty care, Medicaid coverage and payments increased. Second, the share of patients who were uninsured and who had treatment paid for by state and local government payments declined. Third, private insurance coverage and payments increased. Fourth, expansion also increased prescriptions for SUD medications reimbursed by Medicaid. Fifth, we find suggestive evidence that admissions to specialty treatment may have increased one or more years post‐expansion. However, this finding is sensitive to specification and we observe differential pretrends between the treatment and comparison groups. Thus, our finding for admissions should be interpreted with caution.

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  • 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.
  • Handle: RePEc:wly:jpamgt:v:38:y:2019:i:2:p:366-393
    DOI: 10.1002/pam.22112
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    1. Christopher S. Carpenter, 2005. "Heavy Alcohol Use and the Commission of Nuisance Crime: Evidence from Underage Drunk Driving Laws," American Economic Review, American Economic Association, vol. 95(2), pages 267-272, May.
    2. 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.
    3. Swensen, Isaac D., 2015. "Substance-abuse treatment and mortality," Journal of Public Economics, Elsevier, vol. 122(C), pages 13-30.
    4. Brendan Saloner & Yaa Akosa Antwi & Johanna Catherine Maclean & Benjamin Lê Cook, 2015. "Access to health insurance and utilization of public sector substance use treatment: Evidence from the Affordable Care Act dependent coverage provision," DETU Working Papers 1509, Department of Economics, Temple University.
    5. Dhaval Dave & Swati Mukerjee, 2011. "Mental health parity legislation, cost‐sharing and substance‐abuse treatment admissions," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 161-183, February.
    6. Luojia Hu & Robert Kaestner & Bhashkar Mazumder & Sarah Miller & Ashley Wong, 2016. "The Effect of the Patient Protection and Affordable Care Act Medicaid Expansions on Financial Wellbeing," NBER Working Papers 22170, National Bureau of Economic Research, Inc.
    7. Ellen Bouchery & Rick Harwood & Rosalie Malsberger & Emily Caffery & Jessica Nysenbaum & Kerianne Hourihan, "undated". "Medicaid Substance Abuse Treatment Spending: Findings Report," Mathematica Policy Research Reports 1fdd951d71614963a4a195466, Mathematica Policy Research.
    8. Anthony T. Lo Sasso & Bruce D. Meyer, 2006. "The Health Care Safety Net and Crowd-Out of Private Health Insurance," Working Papers 0417, Harris School of Public Policy Studies, University of Chicago.
    9. 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.
    10. Frank Sloan & Janet Mitchell & Jerry Cromwell, 1978. "Physician Participation in State Medicaid Programs," NBER Chapters, in: The Economics of Physician and Patient Behavior, pages 211-245, National Bureau of Economic Research, Inc.
    11. 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.
    12. Markowitz, Sara & Grossman, Michael, 2000. "The effects of beer taxes on physical child abuse," Journal of Health Economics, Elsevier, vol. 19(2), pages 271-282, March.
    13. Brendan Saloner & Yaa Akosa Antwi & Johanna Catherine Maclean & Benjamin Cook, 2018. "Access to Health Insurance and Utilization of Substance Use Disorder Treatment: Evidence from the Affordable Care Act Dependent Coverage Provision," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 50-75, January.
    14. Yaa Akosa Antwi & Asako S. Moriya & Kosali Simon, 2013. "Effects of Federal Policy to Insure Young Adults: Evidence from the 2010 Affordable Care Act's Dependent-Coverage Mandate," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 1-28, November.
    15. 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.
    16. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    17. Glied, Sherry & Zivin, Joshua Graff, 2002. "How do doctors behave when some (but not all) of their patients are in managed care?," Journal of Health Economics, Elsevier, vol. 21(2), pages 337-353, March.
    18. Johanna Catherine Maclean & Brendan Saloner, 2018. "Substance Use Treatment Provider Behavior and Healthcare Reform: Evidence from Massachusetts," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 76-101, January.
    19. D. Mark Anderson & Benjamin Hansen & Daniel I. Rees, 2013. "Medical Marijuana Laws, Traffic Fatalities, and Alcohol Consumption," Journal of Law and Economics, University of Chicago Press, vol. 56(2), pages 333-369.
    20. Rosalie L. Pacula & David Powell & Paul Heaton & Eric L. Sevigny, 2015. "Assessing the Effects of Medical Marijuana Laws on Marijuana Use: The Devil is in the Details," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(1), pages 7-31, January.
    21. Ausmita Ghosh & Kosali Simon & Benjamin D. Sommers, 2017. "The Effect of State Medicaid Expansions on Prescription Drug Use: Evidence from the Affordable Care Act," NBER Working Papers 23044, National Bureau of Economic Research, Inc.
    22. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    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. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    25. Jones, C.M. & Campopiano, M. & Baldwin, G. & McCance-Katz, E., 2015. "National and state treatment need and capacity for opioid agonist medication-assisted treatment," American Journal of Public Health, American Public Health Association, vol. 105(8), pages 55-63.
    26. 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.
    27. Amy Finkelstein, 2007. "The Aggregate Effects of Health Insurance: Evidence from the Introduction of Medicare," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 1-37.
    28. Anderson, D. Mark, 2010. "Does information matter? The effect of the Meth Project on meth use among youths," Journal of Health Economics, Elsevier, vol. 29(5), pages 732-742, September.
    29. Kosali Simon & Aparna Soni & John Cawley, 2016. "The Impact of Health Insurance on Preventive Care and Health Behaviors: Evidence from the 2014 ACA Medicaid Expansions," NBER Working Papers 22265, National Bureau of Economic Research, Inc.
    30. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    31. Rosalie Liccardo Pacula & David Powell & Paul Heaton & Eric L. Sevigny, 2013. "Assessing the Effects of Medical Marijuana Laws on Marijuana and Alcohol Use: The Devil is in the Details," NBER Working Papers 19302, National Bureau of Economic Research, Inc.
    32. Powell, David & Pacula, Rosalie Liccardo & Jacobson, Mireille, 2018. "Do medical marijuana laws reduce addictions and deaths related to pain killers?," Journal of Health Economics, Elsevier, vol. 58(C), pages 29-42.
    33. Mingshan Lu & Thomas G. McGuire, 2002. "The Productivity of Outpatient Treatment for Substance Abuse," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 309-335.
    34. 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.
    35. Jonathan H. Cantor & Brady P. Horn & Johanna Catherine Maclean, 2013. "Recessions and Admissions to Substance Abuse Treatment," NBER Working Papers 19115, National Bureau of Economic Research, Inc.
    36. Jonathan Klick & Thomas Stratmann, 2006. "Subsidizing Addiction: Do State Health Insurance Mandates Increase Alcohol Consumption?," The Journal of Legal Studies, University of Chicago Press, vol. 35(1), pages 175-198, January.
    37. Hefei Wen & Jason M. Hockenberry & Janet R. Cummings, 2014. "The Effect of Substance Use Disorder Treatment Use on Crime: Evidence from Public Insurance Expansions and Health Insurance Parity Mandates," NBER Working Papers 20537, National Bureau of Economic Research, Inc.
    38. Anne Case & Angua Deaton, 2015. "Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century," Working Papers 15078.full.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    39. Jonathan Gruber, 2008. "Massachusetts Health Care Reform: The View From One Year Out," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 11(1), pages 51-63, March.
    40. repec:mpr:mprres:7802 is not listed on IDEAS
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    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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