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The effect of health insurance on crime: Evidence from the Affordable Care Act Medicaid expansion

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  • Qiwei He
  • Scott Barkowski

Abstract

Little evidence exists on the effect of the Affordable Care Act (ACA) on criminal behavior, a gap in the literature that this paper seeks to address. Using a simple model, we argue we should anticipate a decrease in time devoted to criminal activities in response to the expansion, because the availability of the ACA Medicaid coverage raises the opportunity cost of crime. This prediction is particularly relevant for the ACA expansion because it primarily affects childless adults, a population likely to contain individuals who engage in criminal behavior. We validate this forecast empirically using a difference‐in‐differences framework, estimating the expansion's effects on panel datasets of state‐ and county‐level crime rates. Our estimates suggest that the ACA Medicaid expansion was negatively associated with burglary, vehicle theft, homicide, robbery, and assault. These crime‐reduction spillover effects represent an important offset to the government's cost burden for the ACA Medicaid expansion.

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  • Qiwei He & Scott Barkowski, 2020. "The effect of health insurance on crime: Evidence from the Affordable Care Act Medicaid expansion," Health Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 261-277, March.
  • Handle: RePEc:wly:hlthec:v:29:y:2020:i:3:p:261-277
    DOI: 10.1002/hec.3977
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    1. Robert Kaestner & Bowen Garrett & Jiajia Chen & Anuj Gangopadhyaya & Caitlyn Fleming, 2017. "Effects of ACA Medicaid Expansions on Health Insurance Coverage and Labor Supply," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(3), pages 608-642, June.
    2. Steven D. Levitt, 2002. "Using Electoral Cycles in Police Hiring to Estimate the Effects of Police on Crime: Reply," American Economic Review, American Economic Association, vol. 92(4), pages 1244-1250, September.
    3. Frean, Molly & Gruber, Jonathan & Sommers, Benjamin D., 2017. "Premium subsidies, the mandate, and Medicaid expansion: Coverage effects of the Affordable Care Act," Journal of Health Economics, Elsevier, vol. 53(C), pages 72-86.
    4. 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.
    5. 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.
    6. Crystal S. Yang, 2017. "Does Public Assistance Reduce Recidivism?," American Economic Review, American Economic Association, vol. 107(5), pages 551-555, May.
    7. repec:aph:ajpbhl:10.2105/ajph.2017.303703_5 is not listed on IDEAS
    8. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    9. Charles D. Mallar & Craig V. D. Thornton, 1978. "Transitional Aid for Released Prisoners: Evidence from the Life Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 13(2), pages 208-236.
    10. C. Fritz Foley, 2011. "Welfare Payments and Crime," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 97-112, February.
    11. Bondurant, Samuel R. & Lindo, Jason M. & Swensen, Isaac D., 2018. "Substance abuse treatment centers and local crime," Journal of Urban Economics, Elsevier, vol. 104(C), pages 124-133.
    12. Carr, Jillian B. & Koppa, Vijetha, 2020. "Housing Vouchers, Income Shocks and Crime: Evidence from a Lottery," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 475-493.
    13. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    14. Lucas Goodman, 2017. "The Effect of the Affordable Care Act Medicaid Expansion on Migration," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(1), pages 211-238, January.
    15. 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.
    16. Jillian B. Carr & Analisa Packham, 2019. "SNAP Benefits and Crime: Evidence from Changing Disbursement Schedules," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 310-325, May.
    17. Palmer, Caroline & Phillips, David C. & Sullivan, James X., 2019. "Does emergency financial assistance reduce crime?," Journal of Public Economics, Elsevier, vol. 169(C), pages 34-51.
    18. Steffensmeier, Darrell & Harris, Casey T. & Painter-Davis, Noah, 2015. "Gender and Arrests for Larceny, Fraud, Forgery, and Embezzlement: Conventional or Occupational Property Crime Offenders?," Journal of Criminal Justice, Elsevier, vol. 43(3), pages 205-217.
    19. Winkelman, T.N.A. & Choi, H.J. & Davis, M.M., 2017. "The affordable care act, insurance coverage, and health care utilization of previously incarcerated young men: 2008-2015," American Journal of Public Health, American Public Health Association, vol. 107(5), pages 807-811.
    20. Alison Evans Cuellar & Larkin S. McReynolds & Gail A. Wasserman, 2006. "A cure for crime: Can mental health treatment diversion reduce crime among youth?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 25(1), pages 197-214.
    21. Brian Beach & John Lopresti, 2019. "Losing By Less? Import Competition, Unemployment Insurance Generosity, And Crime," Economic Inquiry, Western Economic Association International, vol. 57(2), pages 1163-1181, April.
    22. Cody Tuttle, 2019. "Snapping Back: Food Stamp Bans and Criminal Recidivism," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 301-327, May.
    23. Brian A. Jacob & Max Kapustin & Jens Ludwig, 2015. "The Impact of Housing Assistance on Child Outcomes: Evidence from a Randomized Housing Lottery," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 465-506.
    24. 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.
    25. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-565, May-June.
    26. Anderson, David A., 2012. "The Cost of Crime," Foundations and Trends(R) in Microeconomics, now publishers, vol. 7(3), pages 209-265, September.
    27. Arindrajit Dube & T. William Lester & Michael Reich, 2010. "Minimum Wage Effects Across State Borders: Estimates Using Contiguous Counties," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 945-964, November.
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    Cited by:

    1. Scott Barkowski & Joanne Song McLaughlin & Alex Ray, 2020. "A Reevaluation of the Effects of State and ACA Dependent Coverage Mandates on Health Insurance Coverage," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 629-663, June.
    2. Erkmen G. Aslim & Murat C. Mungan & Carlos I. Navarro & Han Yu, 2022. "The Effect of Public Health Insurance on Criminal Recidivism," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 45-91, January.
    3. Manasi Deshpande & Michael G. Mueller-Smith, 2022. "Does Welfare Prevent Crime? The Criminal Justice Outcomes of Youth Removed From SSI," NBER Working Papers 29800, National Bureau of Economic Research, Inc.
    4. Hamid Noghanibehambari & Farzaneh Noghani & Nahid Tavassoli, 2023. "Social externalities of women empowerment: Evidence from suffrage movements of late nineteenth and early twentieth century United States," Scottish Journal of Political Economy, Scottish Economic Society, vol. 70(3), pages 268-284, July.
    5. Otsu, Yuki & Yuen, C.Y. Kelvin, 2022. "Health, crime, and the labor market: Theory and policy analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    6. Jessica T Simes & Jaquelyn L Jahn, 2022. "The consequences of Medicaid expansion under the Affordable Care Act for police arrests," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-15, January.
    7. Lindsey Rose Bullinger & Sebastian Tello-Trillo, 2021. "Connecting Medicaid and child support: evidence from the TennCare disenrollment," Review of Economics of the Household, Springer, vol. 19(3), pages 785-812, September.
    8. Noghanibehambari, Hamid & Tavassoli, Nahid, 2022. "An ounce of prevention, a pound of cure: The effects of college expansions on crime," International Review of Law and Economics, Elsevier, vol. 71(C).
    9. Jacob Vogler, 2020. "Access to Healthcare and Criminal Behavior: Evidence from the ACA Medicaid Expansions," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 1166-1213, September.
    10. Gultekin Gollu & Mariyana Zapryanova, 2022. "The effect of Medicaid on recidivism: Evidence from Medicaid suspension and termination policies," Southern Economic Journal, John Wiley & Sons, vol. 89(2), pages 326-372, October.
    11. Lindsey Rose Bullinger & Maithreyi Gopalan & Caitlin McPherran Lombardi, 2023. "Impacts of publicly funded health insurance for adults on children's academic achievement," Southern Economic Journal, John Wiley & Sons, vol. 89(3), pages 860-884, January.
    12. Lindsey Rose Bullinger, 2021. "Child Support and the Affordable Care Act's Medicaid Expansions," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 42-77, January.
    13. Marguerite Burns & Laura Dague, 2023. "In-Kind Welfare Benefits and Reincarceration Risk: Evidence from Medicaid," NBER Working Papers 31394, National Bureau of Economic Research, Inc.
    14. Louis-Philippe Beland & Jason Huh & Dongwoo Kim, 2021. "The Effect of ACA Medicaid Expansions on Foster Care Admissions," Carleton Economic Papers 21-07, Carleton University, Department of Economics.
    15. Louis‐Philippe Beland & Jason Huh & Dongwoo Kim, 2021. "The effect of Affordable Care Act Medicaid expansions on foster care admissions," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2943-2951, November.
    16. Wagner Kathryn L., 2021. "Public Health Insurance and Impacts on Crime Incidences and Mental Health," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(2), pages 469-510, April.

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