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Substance Use Treatment Provider Behavior and Healthcare Reform: Evidence from Massachusetts

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  • Johanna Catherine Maclean

    (Department of Economics, Temple University)

  • Brendan Saloner

    (Department of Health Policy and Management, Johns Hopkins University)

Abstract

Major expansions of health insurance coverage provide new revenue opportunities for safety-net providers, but may also create new capacity pressures for these providers. We examine the impact of the 2006 Massachusetts healthcare reform on substance use disorder (SUD) treatment - a type of safety net healthcare – providers' behaviors using a differences-in-differences design. We test whether the reform influenced admissions, daily censuses (the number of clients in treatment on a given day), services offered, and accepted forms of payment. Our findings suggest that Massachusetts providers altered their care practices following the reform. Admissions increased by 17.1% and daily censuses increased by 4.7%. The number of services offered increased by 3.5%, programs for special populations decreased by 24.1%, and use of pharmacotherapies increased by 11.3%. Massachusetts providers increased acceptance of private insurance increased by 2.7%. We find that such providers were less likely to accept self-pay (1.7%) and provide uncompensated care (1.4%). Responsiveness was generally greater for for-profit than nonprofit providers. These findings suggest that, following major healthcare reform, Massachusetts SUD treatment providers absorbed a larger number of individuals seeking treatment, but effects on quality of care were somewhat mixed and individuals without insurance may have experienced difficulty in accessing care.

Suggested Citation

  • Johanna Catherine Maclean & Brendan Saloner, 2015. "Substance Use Treatment Provider Behavior and Healthcare Reform: Evidence from Massachusetts," DETU Working Papers 1511, Department of Economics, Temple University.
  • Handle: RePEc:tem:wpaper:1511
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    Cited by:

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    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. 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.
    5. Johanna Catherine Maclean & Melissa Oney & Joachim Marti & Jody Sindelar, 2018. "What factors predict the passage of state‐level e‐cigarette regulations?," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 897-907, May.
    6. 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).
    7. Maclean, J. Catherine & Tello-Trillo, Sebastian & Webber, Douglas A., 2019. "Losing Insurance and Behavioral Health Hospitalizations: Evidence from a Large-Scale Medicaid Disenrollment," IZA Discussion Papers 12463, Institute of Labor Economics (IZA).
    8. Cotti, Chad & Courtemanche, Charles & Maclean, Joanna Catherine & Nesson, Erik & Pesko, Michael F. & Tefft, Nathan W., 2022. "The effects of e-cigarette taxes on e-cigarette prices and tobacco product sales: Evidence from retail panel data," Journal of Health Economics, Elsevier, vol. 86(C).
    9. Rahi Abouk & Keshar M. Ghimire & Johanna Catherine Maclean & David Powell, 2023. "Pain Management and Work Capacity: Evidence From Workers’ Compensation and Marijuana Legalization," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 737-770, June.
    10. Mark McInerney, 2018. "Opioid Use Disorder Treatment and Mortality: Evidence from Variation in Services Offered," Working papers 2018-21, University of Connecticut, Department of Economics.
    11. Johanna Catherine Maclean & Justine Mallatt & Christopher J. Ruhm & Kosali Simon, 2022. "The Opioid Crisis, Health, Healthcare, and Crime: A Review of Quasi-Experimental Economic Studies," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 15-49, September.
    12. Antwi, Yaa Akosa & Maclean, J. Catherine, 2017. "State Health Insurance Mandates and Labor Market Outcomes: New Evidence on Old Questions," IZA Discussion Papers 10578, Institute of Labor Economics (IZA).
    13. 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).
    14. 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.
    15. Denis Agniel & Jonathan H. Cantor & Johanna Catherine Maclean & Kosali I. Simon & Erin Taylor, 2023. "Insurance Coverage and Provision of Opioid Treatment: Evidence from Medicare," NBER Working Papers 31884, National Bureau of Economic Research, Inc.
    16. Damien Bricard & Zeynep Or & Anne Penneau, 2018. "Méthodologie de l’évaluation d’impact de l’expérimentation Parcours santé des aînés (Paerpa)," Working Papers DT74, IRDES institut for research and information in health economics, revised Jun 2018.
    17. 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.
    18. Michael DiNardi, 2021. "Affordable Care Act Medicaid expansions and the nurse labor market," Southern Economic Journal, John Wiley & Sons, vol. 88(1), pages 367-398, July.
    19. 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.
    20. 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.

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    More about this item

    Keywords

    healthcare; safety net; provider behavior; substance use disorders; healthcare reform;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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