IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10745.html
   My bibliography  Save this paper

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

Author

Listed:
  • Maclean, J. Catherine

    (Temple University)

  • Saloner, Brendan

    (Johns Hopkins University)

Abstract

We examine the early effects of U.S. state Medicaid expansions under the Affordable Care Act (ACA) on substance use disorder (SUD) treatment utilization. We couple administrative data on admissions to specialty SUD treatment and prescriptions for medications used to treat SUDs in outpatient settings with a differences-in-differences design. We find no evidence that admissions to specialty treatment changed in expanding states relative to non-expending states. However, post expansion, Medicaid-reimbursed prescriptions for medications used to treat SUDs in outpatient settings increased by 33% in expanding states relative to non-expanding states. Among patients admitted to specialty SUD treatment, we find that in expanding states Medicaid insurance and use of Medicaid to pay for treatment increased by 58% and 57% following the expansion. In an extension to the main analyses we find no evidence that the expansions affected fatal alcohol poisonings or drug-related overdoses. Overall, our findings provide evidence on the early effects of the ACA on SUD treatment utilization with the newly-eligible Medicaid population.

Suggested Citation

  • Maclean, J. Catherine & Saloner, Brendan, 2017. "The Effect of Public Insurance Expansions on Substance Use Disorder Treatment: Evidence from the Affordable Care Act," IZA Discussion Papers 10745, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10745
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10745.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. Swensen, Isaac D., 2015. "Substance-abuse treatment and mortality," Journal of Public Economics, Elsevier, vol. 122(C), pages 13-30.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    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
    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. Popovici, Ioana & Maclean, J. Catherine & French, Michael, 2017. "The Effects of Health Insurance Parity Laws for Substance Use Disorder Treatment on Traffic Fatalities: Evidence of Unintended Benefits," IZA Discussion Papers 10746, Institute of Labor Economics (IZA).
    2. Ioana Popovici & Johanna Catherine Maclean & Michael T. French, 2017. "Health Insurance and Traffic Fatalities: The Effects of Substance Use Disorder Parity Laws," NBER Working Papers 23388, National Bureau of Economic Research, Inc.
    3. Johanna Catherine Maclean & Michael F. Pesko & Steven C. Hill, 2017. "The Effect of Insurance Expansions on Smoking Cessation Medication Prescriptions: Evidence from ACA Medicaid Expansions," NBER Working Papers 23450, National Bureau of Economic Research, Inc.
    4. 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.
    5. Sarah Hamersma & Johanna Catherine Maclean, 2018. "Insurance Expansions and Children’s Use of Substance Use Disorder Treatment," NBER Working Papers 24499, National Bureau of Economic Research, Inc.
    6. Johanna Catherine Maclean & Benjamin L. Cook & Nicholas Carson & Michael F. Pesko, 2017. "Public Insurance and Psychotropic Prescription Medications for Mental Illness," NBER Working Papers 23760, National Bureau of Economic Research, Inc.
    7. Johanna Catherine Maclean & Ioana Popovici & Elisheva Stern, 2015. "Health Insurance Expansions and Provider Behavior: Evidence from Substance Use Disorder Providers," DETU Working Papers 1510, Department of Economics, Temple University.
    8. Hamersma, Sarah & Maclean, Johanna Catherine, 2021. "Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers?," Journal of Health Economics, Elsevier, vol. 76(C).
    9. Johanna Catherine Maclean & Brady P. Horn & Jonathan H. Cantor, 2020. "Business Cycles And Admissions To Substance Abuse Treatment," Contemporary Economic Policy, Western Economic Association International, vol. 38(1), pages 139-154, January.
    10. Maclean Johanna Catherine & Cook Benjamin & Carson Nicholas & Pesko Michael F, 2019. "Public Health Insurance and Prescription Medications for Mental Illness," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(1), pages 1-25, January.
    11. Lauren Hersch Nicholas & Johanna Catherine Maclean, 2019. "The Effect of Medical Marijuana Laws on the Health and Labor Supply of Older Adults: Evidence from the Health and Retirement Study," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(2), pages 455-480, March.
    12. Gal Wettstein, 2019. "Health insurance and opioid deaths: Evidence from the Affordable Care Act young adult provision," Health Economics, John Wiley & Sons, Ltd., vol. 28(5), pages 666-677, May.
    13. Hersch Nicholas, Lauren & Maclean, J. Catherine, 2017. "The Effect of Medical Marijuana Laws on the Labor Supply of Older Adults: Evidence from the Health and Retirement Study," IZA Discussion Papers 10489, Institute of Labor Economics (IZA).
    14. Johanna Catherine Maclean & Keshar M. Ghimire & Lauren Hersch Nicholas, 2021. "Marijuana legalization and disability claiming," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 453-469, February.
    15. Jacqueline Fiore, 2017. "The Impact of the Affordable Care Act's Medicaid Expansion on Medicaid Spending by Health Care Service Category," Working Papers 1706, Tulane University, Department of Economics, revised Mar 2018.
    16. 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.
    17. Meinhofer, Angélica & Witman, Allison E. & Hinde, Jesse M. & Simon, Kosali, 2021. "Marijuana liberalization policies and perinatal health," Journal of Health Economics, Elsevier, vol. 80(C).
    18. Maclean, Johanna Catherine & Tello-Trillo, Sebastian & Webber, Douglas, 2023. "Losing insurance and psychiatric hospitalizations," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 508-527.
    19. Johanna Catherine Maclean & Lauren Hersch Nicholas & Keshar M. Ghimire, 2017. "The Impact of State Medical Marijuana Laws on Social Security Disability Insurance and Workers' Compensation Benefit Claiming," Working Papers id:12111, eSocialSciences.
    20. Brady P. Horn & Aakrit Joshi & Johanna Catherine Maclean, 2019. "Substance Use Disorder Treatment Centers and Property Values," NBER Working Papers 25427, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    Medicaid; public insurance; healthcare; substance use disorders;
    All these keywords.

    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

    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:dp10745. 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.