IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/23192.html
   My bibliography  Save this paper

Macroeconomic Conditions and Opioid Abuse

Author

Listed:
  • Alex Hollingsworth
  • Christopher J. Ruhm
  • Kosali Simon

Abstract

We examine how deaths and emergency department (ED) visits related to use of opioid analgesics (opioids) and other drugs vary with macroeconomic conditions. As the county unemployment rate increases by one percentage point, the opioid death rate per 100,000 rises by 0.19 (3.6%) and the opioid overdose ED visit rate per 100,000 increases by 0.95 (7.0%). Macroeconomic shocks also increase the overall drug death rate, but this increase is driven by rising opioid deaths. Our findings hold when performing a state-level analysis, rather than county-level; are primarily driven by adverse events among whites; and are stable across time periods.

Suggested Citation

  • Alex Hollingsworth & Christopher J. Ruhm & Kosali Simon, 2017. "Macroeconomic Conditions and Opioid Abuse," NBER Working Papers 23192, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:23192
    Note: HC HE LS PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w23192.pdf
    Download Restriction: no

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    3. Erdal Tekin & Chandler McClellan & Karen Jean Minyard, 2013. "Health and Health Behaviors during the Worst of Times," NBER Working Papers 19234, National Bureau of Economic Research, Inc.
    4. 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.
    5. Dobkin, Carlos & Puller, Steven L., 2007. "The effects of government transfers on monthly cycles in drug abuse, hospitalization and mortality," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2137-2157, December.
    6. 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.
    7. Gerdtham, Ulf-G. & Ruhm, Christopher J., 2006. "Deaths rise in good economic times: Evidence from the OECD," Economics & Human Biology, Elsevier, vol. 4(3), pages 298-316, December.
    8. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, Oxford University Press, vol. 115(2), pages 617-650.
    9. 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.
    10. Justin R. Pierce & Peter K. Schott, 2016. "Trade Liberalization and Mortality : Evidence from U.S. Counties," Finance and Economics Discussion Series 2016-094, Board of Governors of the Federal Reserve System (U.S.).
    11. Ariizumi, Hideki & Schirle, Tammy, 2012. "Are recessions really good for your health? Evidence from Canada," Social Science & Medicine, Elsevier, vol. 74(8), pages 1224-1231.
    12. Hamermesh, Daniel S & Soss, Neal M, 1974. "An Economic Theory of Suicide," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 83-98, Jan.-Feb..
    13. Peter Ganong & Jeffrey B. Liebman, 2013. "The Decline, Rebound, and Further Rise in SNAP Enrollment: Disentangling Business Cycle Fluctuations and Policy Changes," NBER Working Papers 19363, National Bureau of Economic Research, Inc.
    14. Chris Riddell & Rosemarie Riddell, 2006. "Welfare Checks, Drug Consumption, and Health: Evidence from Vancouver Injection Drug Users," Journal of Human Resources, University of Wisconsin Press, vol. 41(1).
    15. repec:dau:papers:123456789/7024 is not listed on IDEAS
    16. Tom Buchmueller & Michel Grignon & Florence Jusot, 2007. "Unemployment and Mortality in France, 1982-2002," Centre for Health Economics and Policy Analysis Working Paper Series 2007-04, Centre for Health Economics and Policy Analysis (CHEPA), McMaster University, Hamilton, Canada.
    17. Jeremy Arkes, 2007. "Does the economy affect teenage substance use?," Health Economics, John Wiley & Sons, Ltd., vol. 16(1), pages 19-36.
    18. Fidel Gonzalez & Troy Quast, 2011. "Macroeconomic changes and mortality in Mexico," Empirical Economics, Springer, vol. 40(2), pages 305-319, April.
    19. 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.
    20. Shin-Jong Lin, 2009. "Economic fluctuations and health outcome: a panel analysis of Asia-Pacific countries," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 519-530.
    21. Daniel I. Rees & Joseph J. Sabia & Laura M. Argys & Joshua Latshaw & Dhaval Dave, 2017. "With a Little Help from My Friends: The Effects of Naloxone Access and Good Samaritan Laws on Opioid-Related Deaths," NBER Working Papers 23171, National Bureau of Economic Research, Inc.
    22. Thomas C. Buchmueller & Colleen Carey, 2018. "The Effect of Prescription Drug Monitoring Programs on Opioid Utilization in Medicare," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 77-112, February.
    23. Gruber, Jonathan & Frakes, Michael, 2006. "Does falling smoking lead to rising obesity?," Journal of Health Economics, Elsevier, vol. 25(2), pages 183-197, March.
    24. Neumayer, Eric, 2004. "Recessions lower (some) mortality rates:: evidence from Germany," Social Science & Medicine, Elsevier, vol. 58(6), pages 1037-1047, March.
    25. Lindo, Jason M., 2015. "Aggregation and the estimated effects of economic conditions on health," Journal of Health Economics, Elsevier, vol. 40(C), pages 83-96.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. repec:eee:jhecon:v:60:y:2018:i:c:p:177-197 is not listed on IDEAS
    2. 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).
    3. Dionissi Aliprantis & Mark E. Schweitzer, 2018. "Opioids and the Labor Market," Working Papers (Old Series) 1807, Federal Reserve Bank of Cleveland, revised 15 May 2018.
    4. van den Berg, Gerard J. & Gerdtham, Ulf-G. & von Hinke, Stephanie & Lindeboom, Maarten & Lissdaniels, Johannes & Sundquist, Jan & Sundquist, Kristina, 2017. "Mortality and the business cycle: Evidence from individual and aggregated data," Journal of Health Economics, Elsevier, vol. 56(C), pages 61-70.
    5. repec:eee:inecon:v:119:y:2019:i:c:p:181-207 is not listed on IDEAS
    6. Harris, Matthew & Kessler, Lawrence & Murray, Matthew & Glenn, Beth, 2017. "Prescription Opioids and Labor Market Pains: The Effect of Schedule II Opioids on Labor Force Participation and Unemployment," MPRA Paper 86586, University Library of Munich, Germany, revised 28 Mar 2018.
    7. repec:eee:jhecon:v:64:y:2019:i:c:p:25-42 is not listed on IDEAS

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

    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:nbr:nberwo:23192. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (). General contact details of provider: http://edirc.repec.org/data/nberrus.html .

    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 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.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.