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Economic downturns and substance abuse treatment: Evidence from admissions data

Author

Listed:
  • Johanna Catherine Maclean

    (Department of Economics, Temple University)

  • Jonathan H. Cantor

    (Wagner School of Public Service, New York University)

  • Rosalie Liccardo Pacula

    (RAND Drug Policy Research Center, RAND Corporation)

Abstract
This study investigates how admission rates to specialty substance abuse treatment facilities vary across the business cycle using administrative data from the Treatment Episodes Data Set between 1992 and 2010. We find that admission rates decrease in economic downturns. Our preferred specification, which controls for a rich set of demand and supply side factors, suggests that a 1 percentage point increase in the lagged state unemployment rate leads to a 2.5% reduction in total admissions, and a 3.0% and 2.3% decrease in alcohol- and illicit drug-related admissions, respectively. We conduct supplementary analyses to explore potential mechanisms for the net effects we estimate in our reduced form models. Our findings offer new evidence on the relationship between economic downturns and behavioral healthcare utilization.

Suggested Citation

  • Johanna Catherine Maclean & Jonathan H. Cantor & Rosalie Liccardo Pacula, 2015. "Economic downturns and substance abuse treatment: Evidence from admissions data," DETU Working Papers 1504, Department of Economics, Temple University.
  • Handle: RePEc:tem:wpaper:1504
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    File URL: http://www.cla.temple.edu/RePEc/documents/DETU_15_04.pdf
    File Function: First version, 2015
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    References listed on IDEAS

    as
    1. Cawley, John & Simon, Kosali I., 2005. "Health insurance coverage and the macroeconomy," Journal of Health Economics, Elsevier, vol. 24(2), pages 299-315, March.
    2. Thomas S. Dee, 2001. "Alcohol abuse and economic conditions: Evidence from repeated cross‐sections of individual‐level data," Health Economics, John Wiley & Sons, Ltd., vol. 10(3), pages 257-270, April.
    3. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    4. Mullahy, John & Sindelar, Jody, 1996. "Employment, unemployment, and problem drinking," Journal of Health Economics, Elsevier, vol. 15(4), pages 409-434, August.
    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. Anne Line Bretteville‐Jensen & Erik Biørn, 2003. "Heroin Consumption, Prices and Addiction: Evidence from Self‐reported Panel Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(4), pages 661-679, December.
    7. John Cawley & Asako S. Moriya & Kosali Simon, 2015. "The Impact of the Macroeconomy on Health Insurance Coverage: Evidence from the Great Recession," Health Economics, John Wiley & Sons, Ltd., vol. 24(2), pages 206-223, February.
    8. Christopher Ruhm, 2007. "A healthy economy can break your heart," Demography, Springer;Population Association of America (PAA), vol. 44(4), pages 829-848, November.
    9. 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.
    10. Costa Storti, Cláudia & Grauwe, Paul & Sabadash, Anna & Montanari, Linda, 2011. "Unemployment and drug treatment," MPRA Paper 61799, University Library of Munich, Germany.
    11. Michael D. Hurd & Susann Rohwedder, 2010. "Effects of the Financial Crisis and Great Recession on American Households," NBER Working Papers 16407, National Bureau of Economic Research, Inc.
    12. Ruhm, Christopher J. & Black, William E., 2002. "Does drinking really decrease in bad times?," Journal of Health Economics, Elsevier, vol. 21(4), pages 659-678, July.
    13. McInerney, Melissa & Mellor, Jennifer M., 2012. "Recessions and seniors’ health, health behaviors, and healthcare use: Analysis of the Medicare Current Beneficiary Survey," Journal of Health Economics, Elsevier, vol. 31(5), pages 744-751.
    14. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    15. Frijters, Paul & Johnston, David W. & Lordan, Grace & Shields, Michael A., 2013. "Exploring the relationship between macroeconomic conditions and problem drinking as captured by Google searches in the US," Social Science & Medicine, Elsevier, vol. 84(C), pages 61-68.
    16. Annamaria Lusardi & Daniel J. Schneider & Peter Tufano, 2010. "The economic crisis and medical care usage," NBER Working Papers 15843, National Bureau of Economic Research, Inc.
    17. Ruhm, Christopher J., 1995. "Economic conditions and alcohol problems," Journal of Health Economics, Elsevier, vol. 14(5), pages 583-603, December.
    18. Ruhm, Christopher J., 2003. "Good times make you sick," Journal of Health Economics, Elsevier, vol. 22(4), pages 637-658, July.
    19. 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.
    20. 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.
    21. Nancy M. Petry & Warren K. Bickel, 1998. "A Behavioral Economic Analysis of Polydrug Abuse in Heroin Addicts," NBER Working Papers 6415, National Bureau of Economic Research, Inc.
    22. Farrell, Susan & Manning, Willard G. & Finch, Michael D., 2003. "Alcohol dependence and the price of alcoholic beverages," Journal of Health Economics, Elsevier, vol. 22(1), pages 117-147, January.
    23. María E. Dávalos & Hai Fang & Michael T. French, 2012. "Easing The Pain Of An Economic Downturn: Macroeconomic Conditions And Excessive Alcohol Consumption," Health Economics, John Wiley & Sons, Ltd., vol. 21(11), pages 1318-1335, November.
    24. Jeremy Arkes, 2007. "Does the economy affect teenage substance use?," Health Economics, John Wiley & Sons, Ltd., vol. 16(1), pages 19-36, January.
    25. Michael D. Hurd & Susann Rohwedder, 2010. "Effects of the Financial Crisis and Great Recession on American Households," NBER Working Papers 16407, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Hollingsworth, Alex & Ruhm, Christopher J. & Simon, Kosali, 2017. "Macroeconomic conditions and opioid abuse," Journal of Health Economics, Elsevier, vol. 56(C), pages 222-233.
    2. Carpenter, Christopher S. & McClellan, Chandler B. & Rees, Daniel I., 2017. "Economic conditions, illicit drug use, and substance use disorders in the United States," Journal of Health Economics, Elsevier, vol. 52(C), pages 63-73.

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    More about this item

    Keywords

    alcohol; illicit drugs; admissions; health; economic downturns;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor

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