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The effect of Medicaid expansion on crime reduction: Evidence from HIFA-waiver expansions

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  • Wen, Hefei
  • Hockenberry, Jason M.
  • Cummings, Janet R.

Abstract

Substance use figures prominently in criminal behavior. As such expanding public insurance and improving access to substance use disorder (SUD) treatment can potentially reduce substance use and reduce crime. We examine the crime-reduction effect of Medicaid expansions through the Health Insurance Flexibility and Accountability (HIFA) waivers. We find that HIFA-waiver expansion led to a sizeable reduction in the rates of robbery, aggravated assault and larceny theft. We also show that much of the crime-reduction effect likely occurred through increasing SUD treatment rate and reducing substance use prevalence. The implied benefit-cost ratio estimate of increased treatment on reducing crime ranges from 1.8 to 3.2.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:pubeco:v:154:y:2017:i:c:p:67-94
    DOI: 10.1016/j.jpubeco.2017.09.001
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    1. Steven D. Levitt, 2004. "Understanding Why Crime Fell in the 1990s: Four Factors that Explain the Decline and Six that Do Not," Journal of Economic Perspectives, American Economic Association, vol. 18(1), pages 163-190, Winter.
    2. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    3. 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.
    4. Matthew Rabin & Ted O'Donoghue, 1999. "Doing It Now or Later," American Economic Review, American Economic Association, vol. 89(1), pages 103-124, March.
    5. Miron, Jeffrey A, 1999. "Violence and the U.S. Prohibitions of Drug and Alcohol," American Law and Economics Review, American Law and Economics Association, vol. 1(1-2), pages 78-114, Fall.
    6. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    7. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    8. Jonathan Gruber & Botond Köszegi, 2001. "Is Addiction "Rational"? Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1261-1303.
    9. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1991. "Rational Addiction and the Effect of Price on Consumption," American Economic Review, American Economic Association, vol. 81(2), pages 237-241, May.
    10. John J. Donohue III & Benjamin Ewing & David Pelopquin, 2010. "Rethinking America's Illegal Drug Policy," NBER Chapters, in: Controlling Crime: Strategies and Tradeoffs, pages 215-281, National Bureau of Economic Research, Inc.
    11. Markowitz, Sara, 2005. "Alcohol, Drugs and Violent Crime," International Review of Law and Economics, Elsevier, vol. 25(1), pages 20-44, March.
    12. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    13. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    14. Kuziemko, Ilyana & Levitt, Steven D., 2004. "An empirical analysis of imprisoning drug offenders," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2043-2066, August.
    15. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    16. Steven D. Levitt, 1996. "The Effect of Prison Population Size on Crime Rates: Evidence from Prison Overcrowding Litigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 319-351.
    17. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, September.
    18. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    19. Wu, L.-T. & Kouzis, A.C. & Schlenger, W.E., 2003. "Substance Use, Dependence, and Service Utilization among the US Uninsured Nonelderly Population," American Journal of Public Health, American Public Health Association, vol. 93(12), pages 2079-2085.
    20. 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.
    21. Gary S. Becker & Kevin M. Murphy & Michael Grossman, 2006. "The Market for Illegal Goods: The Case of Drugs," Journal of Political Economy, University of Chicago Press, vol. 114(1), pages 38-60, February.
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    More about this item

    Keywords

    Crime; Medicaid expansion; Substance use disorder treatment;
    All these keywords.

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

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