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Are health care scams infectious? Empirical evidence on contagion in health care fraud

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  • Rajeev K. Goel

Abstract

This paper examines the presence of contagion in health care fraud across jurisdictional boundaries. Using state‐level data for the United States, we find evidence of contagion in medical fraud. There are also spillovers from border corruption on medical fraud, but no evidence of spillovers from international borders. In other findings, greater urbanization, greater elderly population, and higher hospital occupancy positively contribute to medical fraud, while nursing employment has a mitigating effect. Further, it is economic inequality rather than economic prosperity that seems relevant. The main findings are robust to consideration of simultaneity, but dependent upon the prevalence of fraud across states.

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  • Rajeev K. Goel, 2021. "Are health care scams infectious? Empirical evidence on contagion in health care fraud," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(1), pages 198-208, January.
  • Handle: RePEc:wly:mgtdec:v:42:y:2021:i:1:p:198-208
    DOI: 10.1002/mde.3224
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    1. 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.
    2. Rajeev K. Goel, 2020. "Medical professionals and health care fraud: Do they aid or check abuse?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(4), pages 520-528, June.
    3. Crea, Giovanni & Galizzi, Matteo M. & Linnosmaa, Ismo & Miraldo, Marisa, 2019. "Physician altruism and moral hazard: (no) Evidence from Finnish national prescriptions data," Journal of Health Economics, Elsevier, vol. 65(C), pages 153-169.
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    5. Kang, HeeChung & Hong, JaeSeok & Lee, KwangSoo & Kim, Sera, 2010. "The effects of the fraud and abuse enforcement program under the National Health Insurance program in Korea," Health Policy, Elsevier, vol. 95(1), pages 41-49, April.
    6. Eugen Dimant & Guglielmo Tosato, 2018. "Causes And Effects Of Corruption: What Has Past Decade'S Empirical Research Taught Us? A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 335-356, April.
    7. Rai, Arti K, 2001. "Health Care Fraud and Abuse: A Tale of Behavior Induced by Payment Structure," The Journal of Legal Studies, University of Chicago Press, vol. 30(2), pages 579-587, June.
    8. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    9. Rajeev Goel & James Saunoris, 2014. "Global corruption and the shadow economy: spatial aspects," Public Choice, Springer, vol. 161(1), pages 119-139, October.
    10. Margit Sommersguter-Reichmann & Claudia Wild & Adolf Stepan & Gerhard Reichmann & Andrea Fried, 2018. "Individual and Institutional Corruption in European and US Healthcare: Overview and Link of Various Corruption Typologies," Applied Health Economics and Health Policy, Springer, vol. 16(3), pages 289-302, June.
    11. Rajeev K. Goel, 2014. "Insurance fraud and corruption in the United States," Applied Financial Economics, Taylor & Francis Journals, vol. 24(4), pages 241-246, February.
    12. Salvatore Capasso & Rajeev K. Goel & James W. Saunoris, 2019. "Is it the gums, teeth or the bite? Effectiveness of dimensions of enforcement in curbing corruption," Economics of Governance, Springer, vol. 20(4), pages 329-369, December.
    13. Rajeev Goel & Daniel Rich, 1989. "On the economic incentives for taking bribes," Public Choice, Springer, vol. 61(3), pages 269-275, June.
    14. Hyman, David A, 2001. "Health Care Fraud and Abuse: Market Change, Social Norms, and the Trust "Reposed in the Workmen."," The Journal of Legal Studies, University of Chicago Press, vol. 30(2), pages 531-567, June.
    15. Goel, Rajeev K. & Nelson, Michael A., 2007. "Are corrupt acts contagious?: Evidence from the United States," Journal of Policy Modeling, Elsevier, vol. 29(6), pages 839-850.
    16. Rajeev Goel & Michael Nelson, 2011. "Measures of corruption and determinants of US corruption," Economics of Governance, Springer, vol. 12(2), pages 155-176, June.
    17. A. J. Culyer & J. P. Newhouse (ed.), 2000. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, edition 1, volume 1, number 1.
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    Cited by:

    1. Rajeev K. Goel & James R. Jones, 2022. "Managing the risk of COVID‐19 via vaccine passports: Modeling economic and policy implications," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2578-2586, September.
    2. A. James O'Malley & Thomas A. Bubolz & Jonathan S. Skinner, 2021. "The Diffusion of Health Care Fraud: A Network Analysis," NBER Working Papers 28560, National Bureau of Economic Research, Inc.

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