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Insurance and the utilization of medical services

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  • Meer, Jonathan
  • Rosen, Harvey S.

Abstract

Most data sets indicate a positive correlation between having health insurance and utilizing health care services. Yet the direction of causality is not at all clear. If we observe a positive correlation between the utilization of health care services and insurance status, we do not know if this is because people who anticipate poor health buy more insurance (or take jobs with generous medical coverage), or because insurance lowers the cost of health care, increasing the quantity demanded. While a few attempts have been made to implement an instrumental variables (IV) strategy to deal with endogeneity, the instruments chosen have not been entirely convincing. In this paper we revisit the IV estimation of the reduced form relationships between insurance and health care utilization taking advantage of what we argue is a good instrument--the individual's self-employment status. Our main finding is that a positive and statistically significant effect of insurance continues to obtain even after instrumenting. Indeed, instrumental variables estimates of the impact of insurance on utilization of a variety of health care services are larger than their non-instrumented counterparts. The validity of this exercise depends on the extent to which self-employment status is a suitable instrument. To argue this case, we analyze panel data on transitions from wage-earning into self-employment and show that individuals who select into self-employment do not differ systematically from those who remain wage-earners with respect to either the utilization of health care or health status. While this finding does not prove that self-employment status is an appropriate instrument, it is encouraging that there appear to be no underlying differences that might lead to self-employment per se affecting health services utilization.

Suggested Citation

  • Meer, Jonathan & Rosen, Harvey S., 2004. "Insurance and the utilization of medical services," Social Science & Medicine, Elsevier, vol. 58(9), pages 1623-1632, May.
  • Handle: RePEc:eee:socmed:v:58:y:2004:i:9:p:1623-1632
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    1. Meer, Jonathan & Rosen, Harvey S., 2004. "Insurance and the utilization of medical services," Social Science & Medicine, Elsevier, vol. 58(9), pages 1623-1632, May.
    2. Bolhaar, Jonneke & Lindeboom, Maarten & van der Klaauw, Bas, 2012. "A dynamic analysis of the demand for health insurance and health care," European Economic Review, Elsevier, vol. 56(4), pages 669-690.
    3. Partha Deb & Chenghui Li & Pravin K. Trivedi & David M. Zimmer, 2006. "The effect of managed care on use of health care services: results from two contemporaneous household surveys," Health Economics, John Wiley & Sons, Ltd., vol. 15(7), pages 743-760, July.
    4. Quan-Hoang Vuong & Quang-Hoi Vu, 2016. "Sociodemographic factors and expenditure issues in Vietnamese consideration of periodic general health examination," Working Papers CEB 16-047, ULB -- Universite Libre de Bruxelles.
    5. Abeer G Alharbi & M Mahmud Khan & Ronnie Horner & Heather Brandt & Cole Chapman, 2019. "Impact of Medicaid coverage expansion under the Affordable Care Act on mammography and pap tests utilization among low-income women," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-15, April.
    6. José A. Pagán & Andrea Puig & Beth J. Soldo, 2007. "Health insurance coverage and the use of preventive services by Mexican adults," Health Economics, John Wiley & Sons, Ltd., vol. 16(12), pages 1359-1369.
    7. José A. Pagán & Andrea Puig & Beth J. Soldo, 2007. "Health insurance coverage and the use of preventive services by Mexican adults," Health Economics, John Wiley & Sons, Ltd., vol. 16(12), pages 1359-1369, December.
    8. Sepehri, Ardeshir & Simpson, Wayne & Sarma, Sisira, 2006. "The influence of health insurance on hospital admission and length of stay--The case of Vietnam," Social Science & Medicine, Elsevier, vol. 63(7), pages 1757-1770, October.
    9. Tracy L. Regan & Gulcin Gumus, 2006. "Tax Incentives as a Solution to the Uninsured: Evidence from the Self-Employed," Working Papers 0709, University of Miami, Department of Economics, revised Oct 2007.
    10. Thomas M. Selden, 2009. "The Impact of Increased Tax Subsidies on the Insurance Coverage of Self-Employed Families: Evidence from the 1996–2004 Medical Expenditure Panel Survey," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    11. Menezes-Filho, Naercio & Politi, Ricardo, 2020. "Estimating the causal effects of private health insurance in Brazil: Evidence from a regression kink design," Social Science & Medicine, Elsevier, vol. 264(C).
    12. Sandra Hopkins & Michael P. Kidd & Aydogan Ulker, 2013. "Private Health Insurance Status and Utilisation of Dental Services in Australia," The Economic Record, The Economic Society of Australia, vol. 89(285), pages 194-206, June.
    13. Murasko, Jason E., 2006. "Gender differences in the management of risk factors for cardiovascular disease: The importance of insurance status," Social Science & Medicine, Elsevier, vol. 63(7), pages 1745-1756, October.
    14. repec:ilo:ilowps:375955 is not listed on IDEAS
    15. Hudson, Eibhlin & Nolan, Anne, 2015. "Public healthcare eligibility and the utilisation of GP services by older people in Ireland," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 24-43.
    16. Denise Doiron & Nathan Kettlewell, 2018. "The Effect of Health Insurance on the Substitution between Public and Private Hospital Care," The Economic Record, The Economic Society of Australia, vol. 94(305), pages 135-154, June.
    17. Giampiero Marra & Rosalba Radice & David M. Zimmer, 2020. "Estimating the binary endogenous effect of insurance on doctor visits by copula‐based regression additive models," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(4), pages 953-971, August.
    18. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    19. Denzil Fiebig & Elizabeth Savage & Rosalie Viney, 2006. "Does the reason for buying health insurance influence behaviour? CHERE Working Paper 2006/1," Working Papers 2006/1, CHERE, University of Technology, Sydney.
    20. Dan Shane; & Pravin Trivedi;, 2012. "What Drives Differences in Health Care Demand? The Role of Health Insurance and Selection Bias," Health, Econometrics and Data Group (HEDG) Working Papers 12/09, HEDG, c/o Department of Economics, University of York.
    21. Hendrik P. van Dalen, 2006. "When Health Care Insurance does not make a Difference – The Case of Health Care ‘Made in China’," Tinbergen Institute Discussion Papers 06-091/1, Tinbergen Institute.
    22. Quan-Hoang Vuong & Quang-Hoi Vu & Thu Trang Vuong, 2016. "What makes Vietnamese (not) attend periodic general health examinations? A cross-sectional study," Working Papers CEB 16-042, ULB -- Universite Libre de Bruxelles.
    23. Quan-Hoang Vuong & Tung-Manh Ho & Hong-Kong Nguyen & Thu-Trang Vuong, 2018. "Healthcare consumers’ sensitivity to costs: a reflection on behavioural economics from an emerging market," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-10, December.
    24. Genevieve E O'Connor, 2016. "Investigating the significance of insurance and income on health service utilization across generational cohorts," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 21(1), pages 19-33, March.
    25. Stephen Kwasi Opoku Duku & Francis Asenso-Boadi & Edward Nketiah-Amponsah & Daniel Kojo Arhinful, 2016. "Utilization of healthcare services and renewal of health insurance membership: evidence of adverse selection in Ghana," Health Economics Review, Springer, vol. 6(1), pages 1-12, December.

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    More about this item

    Keywords

    Insurance Self-employment Health care services;

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health

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