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Drivers of the fatal drug epidemic

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  • Ruhm, Christopher J.

Abstract

This study examines the contributions of the medium-run evolution of local economies and of changes in the “drug environment’ in explaining county-level changes in drug and related mortality rates from 1999 to 2015. A primary finding is that drug mortality rates did increase more in counties experiencing relative economic decline than in those with more robust growth, but that the relationship is weak and mostly accounted for by confounding factors. In the preferred estimates, less than one-tenth of the rise in drug and opioid-involved fatality rates is explained and the contribution is even smaller, quite possibly zero, when allowing for plausible selection on unobservables. Conversely, the risk of drug deaths varies systematically over time across population subgroups in ways that are consistent with an important role for the public health environment related to the availability and cost of drugs. In particular, the relative risk and share of drug mortality increased rapidly for males and younger adults, compared to their counterparts, when the primary driver of the fatal drug epidemic transitioned from prescription to illicit opioids. These results suggest that efforts to improve local economies, while desirable for other reasons, are not likely to yield significant reductions in overdose mortality, but with greater potential for interventions directly addressing the drug environment.

Suggested Citation

  • Ruhm, Christopher J., 2019. "Drivers of the fatal drug epidemic," Journal of Health Economics, Elsevier, vol. 64(C), pages 25-42.
  • Handle: RePEc:eee:jhecon:v:64:y:2019:i:c:p:25-42
    DOI: 10.1016/j.jhealeco.2019.01.001
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    as
    1. Aliprantis, Dionissi & Fee, Kyle & Schweitzer, Mark E., 2023. "Opioids and the labor market," Labour Economics, Elsevier, vol. 85(C).
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Schwartz, R.P. & Gryczynski, J. & O'Grady, K.E. & Sharfstein, J.M. & Warren, G. & Olsen, Y. & Mitchell, S.G. & Jaffe, J.H., 2013. "Opioid agonist treatments and heroin overdose deaths in Baltimore, maryland, 1995-2009," American Journal of Public Health, American Public Health Association, vol. 103(5), pages 917-922.
    4. Anne Case & Angus Deaton, 2017. "Mortality and Morbidity in the 21st Century," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 397-476.
    5. Molly Schnell & Janet Currie, 2018. "Addressing the Opioid Epidemic: Is There a Role for Physician Education?," American Journal of Health Economics, University of Chicago Press, vol. 4(3), pages 383-410, Summer.
    6. Darren Lubotsky & Martin Wittenberg, 2006. "Interpretation of Regressions with Multiple Proxies," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 549-562, August.
    7. David Autor & David Dorn & Gordon Hanson, 2019. "When Work Disappears: Manufacturing Decline and the Falling Marriage Market Value of Young Men," American Economic Review: Insights, American Economic Association, vol. 1(2), pages 161-178, September.
    8. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    9. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    10. 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.
    11. William N. Evans & Ethan M. J. Lieber & Patrick Power, 2019. "How the Reformulation of OxyContin Ignited the Heroin Epidemic," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 1-15, March.
    12. 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.
    13. Hollingsworth, Alex & Ruhm, Christopher J. & Simon, Kosali, 2017. "Macroeconomic conditions and opioid abuse," Journal of Health Economics, Elsevier, vol. 56(C), pages 222-233.
    14. Yu-Wei Luke Chu, 2015. "Do Medical Marijuana Laws Increase Hard-Drug Use?," Journal of Law and Economics, University of Chicago Press, vol. 58(2), pages 481-517.
    15. 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.
    16. Jeremy Arkes, 2007. "Does the economy affect teenage substance use?," Health Economics, John Wiley & Sons, Ltd., vol. 16(1), pages 19-36, January.
    17. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    18. 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.
    19. Ruhm, Christopher J., 2015. "Recessions, healthy no more?," Journal of Health Economics, Elsevier, vol. 42(C), pages 17-28.
    20. Jeffrey M. Wooldridge, 1999. "Asymptotic Properties of Weighted M-Estimators for Variable Probability Samples," Econometrica, Econometric Society, vol. 67(6), pages 1385-1406, November.
    21. Edward L. Glaeser & Bruce Sacerdote & José A. Scheinkman, 1996. "Crime and Social Interactions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 507-548.
    22. Swensen, Isaac D., 2015. "Substance-abuse treatment and mortality," Journal of Public Economics, Elsevier, vol. 122(C), pages 13-30.
    23. Martin Bassols, Nicolau & Vall Castelló, Judit, 2016. "Effects of the great recession on drugs consumption in Spain," Economics & Human Biology, Elsevier, vol. 22(C), pages 103-116.
    24. Halliday, Timothy J., 2007. "Business cycles, migration and health," Social Science & Medicine, Elsevier, vol. 64(7), pages 1420-1424, April.
    25. Abby Alpert & David Powell & Rosalie Liccardo Pacula, 2018. "Supply-Side Drug Policy in the Presence of Substitutes: Evidence from the Introduction of Abuse-Deterrent Opioids," American Economic Journal: Economic Policy, American Economic Association, vol. 10(4), pages 1-35, November.
    26. 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.
    27. Olivier Jean Blanchard & Lawrence F. Katz, 1992. "Regional Evolutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1), pages 1-76.
    28. Kerwin Kofi Charles & Erik Hurst & Mariel Schwartz, 2019. "The Transformation of Manufacturing and the Decline in US Employment," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 307-372.
    29. Janet Currie & Jonas Y. Jin & Molly Schnell, 2018. "U.S. Employment and Opioids: Is There a Connection?," NBER Working Papers 24440, National Bureau of Economic Research, Inc.
    30. Doleac, Jennifer & Mukherjee, Anita, 2018. "The Moral Hazard of Lifesaving Innovations: Naloxone Access, Opioid Abuse, and Crime," IZA Discussion Papers 11489, Institute of Labor Economics (IZA).
    31. Jones, C.M. & Lurie, P.G. & Compton, W.M., 2016. "Increase in naloxone prescriptions dispensed in US retail pharmacies since 2013," American Journal of Public Health, American Public Health Association, vol. 106(4), pages 689-690.
    32. 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.
    33. Borgschulte, Mark & Corredor-Waldron, Adriana & Marshall, Guillermo, 2018. "A path out: Prescription drug abuse, treatment, and suicide," Journal of Economic Behavior & Organization, Elsevier, vol. 149(C), pages 169-184.
    34. Anca M. Grecu & Dhaval M. Dave & Henry Saffer, 2019. "Mandatory Access Prescription Drug Monitoring Programs and Prescription Drug Abuse," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(1), pages 181-209, January.
    35. 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..
    36. 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.
    37. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
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