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Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers?

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  • Hamersma, Sarah
  • Maclean, Johanna Catherine

Abstract

We apply a mixed-payer economy model to study the effects of changes in the generosity of children’s public health insurance programs – measured by Medicaid and Children’s Health Insurance Program income thresholds – on substance use disorder (SUD) treatment provider behavior. Using government data on specialty SUD treatment providers over the period 1997–2011 combined with a two-way fixed-effects model and local event study, we show that increases in the generosity of children’s public health insurance induce providers to participate in some, but not all, public markets. Our effects appear to be driven by non-profit and government providers. Non-profit providers also appear to increase treatment quantity slightly in response to coverage expansions.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:jhecon:v:76:y:2021:i:c:s0167629621000199
    DOI: 10.1016/j.jhealeco.2021.102434
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    1. Moffitt, Robert, 1992. "Incentive Effects of the U.S. Welfare System: A Review," Journal of Economic Literature, American Economic Association, vol. 30(1), pages 1-61, March.
    2. Jonathan Meer & Jeremy West, 2016. "Effects of the Minimum Wage on Employment Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 500-522.
    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. 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.
    5. David Card & Lara D. Shore-Sheppard, 2004. "Using Discontinuous Eligibility Rules to Identify the Effects of the Federal Medicaid Expansions on Low-Income Children," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 752-766, August.
    6. Andrew Goodman-Bacon, 2018. "Public Insurance and Mortality: Evidence from Medicaid Implementation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 216-262.
    7. Rosalie Liccardo Pacula & Jamie F. Chriqui & Joanna King, 2003. "Marijuana Decriminalization: What does it mean in the United States?," NBER Working Papers 9690, National Bureau of Economic Research, Inc.
    8. 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.
    9. 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.
    10. Meinhofer, Angélica & Witman, Allison E., 2018. "The role of health insurance on treatment for opioid use disorders: Evidence from the Affordable Care Act Medicaid expansion," Journal of Health Economics, Elsevier, vol. 60(C), pages 177-197.
    11. Currie, Janet & Gruber, Jonathan, 1996. "Saving Babies: The Efficacy and Cost of Recent Changes in the Medicaid Eligibility of Pregnant Women," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1263-1296, December.
    12. Christopher Carpenter, 2007. "Heavy Alcohol Use and Crime: Evidence from Underage Drunk-Driving Laws," Journal of Law and Economics, University of Chicago Press, vol. 50(3), pages 539-557.
    13. Ettner, Susan L. & M. Harwood, Jessica & Thalmayer, Amber & Ong, Michael K. & Xu, Haiyong & Bresolin, Michael J. & Wells, Kenneth B. & Tseng, Chi-Hong & Azocar, Francisca, 2016. "The Mental Health Parity and Addiction Equity Act evaluation study: Impact on specialty behavioral health utilization and expenditures among “carve-out” enrollees," Journal of Health Economics, Elsevier, vol. 50(C), pages 131-143.
    14. Lo Sasso, Anthony T. & Buchmueller, Thomas C., 2004. "The effect of the state children's health insurance program on health insurance coverage," Journal of Health Economics, Elsevier, vol. 23(5), pages 1059-1082, September.
    15. Craig L. Garthwaite, 2012. "The Doctor Might See You Now: The Supply Side Effects of Public Health Insurance Expansions," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 190-215, August.
    16. 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.
    17. Gruber, Jonathan & Simon, Kosali, 2008. "Crowd-out 10 years later: Have recent public insurance expansions crowded out private health insurance?," Journal of Health Economics, Elsevier, vol. 27(2), pages 201-217, March.
    18. 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.
    19. Jevay Grooms & Alberto Ortega, 2019. "Examining Medicaid Expansion and the Treatment of Substance Use Disorders," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 187-192, May.
    20. Joseph J. Sabia & Thanh Tam Nguyen, 2018. "The Effect of Medical Marijuana Laws on Labor Market Outcomes," Journal of Law and Economics, University of Chicago Press, vol. 61(3), pages 361-396.
    21. Laurence C. Baker & Anne Beeson Royalty, 2000. "Medicaid Policy, Physician Behavior, and Health Care for the Low-Income Population," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 480-502.
    22. Johanna Catherine Maclean & Ioana Popovici & Elisheva R. Stern, 2018. "Health Insurance Expansions and Providers' Behavior: Evidence from Substance-Use- Disorder Treatment Providers," Journal of Law and Economics, University of Chicago Press, vol. 61(2), pages 279-310.
    23. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    24. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    25. Silverman, Elaine & Skinner, Jonathan, 2004. "Medicare upcoding and hospital ownership," Journal of Health Economics, Elsevier, vol. 23(2), pages 369-389, March.
    26. 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.
    27. 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.
    28. 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.
    29. Thomas Buchmueller & John C. Ham & Lara D. Shore-Sheppard, 2015. "The Medicaid Program," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 1, pages 21-136, National Bureau of Economic Research, Inc.
    30. Andrew Goodman-Bacon, 2016. "The Long-Run Effects of Childhood Insurance Coverage: Medicaid Implementation, Adult Health, and Labor Market Outcomes," NBER Working Papers 22899, National Bureau of Economic Research, Inc.
    31. 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.
    32. 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.
    33. Wen, Hefei & Hockenberry, Jason M. & Cummings, Janet R., 2017. "The effect of Medicaid expansion on crime reduction: Evidence from HIFA-waiver expansions," Journal of Public Economics, Elsevier, vol. 154(C), pages 67-94.
    34. Sarah Hamersma & Matthew Kim & Brenden Timpe, 2019. "The Effect Of Parental Medicaid Expansions On Children'S Health Insurance Coverage," Contemporary Economic Policy, Western Economic Association International, vol. 37(2), pages 297-311, April.
    35. 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.
    36. Thomas Buchmueller & Sarah Miller & Marko Vujicic, 2016. "How Do Providers Respond to Changes in Public Health Insurance Coverage? Evidence from Adult Medicaid Dental Benefits," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 70-102, November.
    37. 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.
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    4. Xueyi Duan & Yinhe Liang & Xiaobo Peng, 2024. "Free school meals and cognitive ability: Evidence from China's student nutrition improvement plan," Health Economics, John Wiley & Sons, Ltd., vol. 33(7), pages 1480-1502, July.
    5. Deza, Monica & Maclean, Johanna Catherine & Solomon, Keisha, 2022. "Local access to mental healthcare and crime," Journal of Urban Economics, Elsevier, vol. 129(C).
    6. 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.
    7. Matthew T. Knowles, 2022. "How access to addictive drugs affects the supply of substance abuse treatment: Evidence from Medicare Part D," Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1649-1675, August.
    8. Monica Deza & Thanh Lu & Johanna Catherine Maclean, 2022. "Office‐based mental healthcare and juvenile arrests," Health Economics, John Wiley & Sons, Ltd., vol. 31(S2), pages 69-91, October.

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    More about this item

    Keywords

    Medicaid; Children’s Health Insurance Plan; Substance use disorders; Children; Mixed payer markets; Ownership;
    All these keywords.

    JEL classification:

    • H0 - Public Economics - - General
    • 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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