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Multi-layer health insurance coverage, medical services use and health in a Universal National Health System, the case of Portugal

Author

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  • Aida Isabel Tavares

    (ISEG, Lisbon School of Economics and Management
    CEISUC, Centre of Studies and Research in Health of the University of Coimbra)

  • Inês Marques

    (CEISUC, Centre of Studies and Research in Health of the University of Coimbra)

Abstract

The Portuguese health system has the peculiar characteristic of being a Beveridge–Bismarck type aiming at universal coverage. On top of the national health system coverage, there is a second coverage provided to some professionals, plus a third layer of coverage that can be acquired by taking out voluntary private health insurance. The aim of this work is to ascertain whether people benefiting from supplemental multi-layer health coverage (on top of the existing National Health System) have more consultations, either with general practitioners or with specialists, and enjoy better health status. We used data from the National Health Survey from 2014 to estimate a recursive system of ordered probits. The main results confirm that multi-layer health coverage is correlated with the use of more specialist consultations, but not with more GP consultations. It is also correlated with better health status. These results may indicate the existence of moral hazard, induced demand and/or 'access effect'. Regarding policy matters, the measures aimed to reduce waiting times, improve patient choice, and increase access could counteract such results and mitigate the potential inequity of access and health status, and also excessive use of medical services that can happen under double health coverage.

Suggested Citation

  • Aida Isabel Tavares & Inês Marques, 2021. "Multi-layer health insurance coverage, medical services use and health in a Universal National Health System, the case of Portugal," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(1), pages 141-153, February.
  • Handle: RePEc:spr:eujhec:v:22:y:2021:i:1:d:10.1007_s10198-020-01242-4
    DOI: 10.1007/s10198-020-01242-4
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    References listed on IDEAS

    as
    1. Patrick Hullegie & Tobias J. Klein, 2010. "The effect of private health insurance on medical care utilization and self‐assessed health in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1048-1062, September.
    2. Chiappori, Pierre-Andre & Durand, Franck & Geoffard, Pierre-Yves, 1998. "Moral hazard and the demand for physician services: First lessons from a French natural experiment," European Economic Review, Elsevier, vol. 42(3-5), pages 499-511, May.
    3. Or, Zeynep & Cases, Chantal & Lisac, Melanie & Vrangbæk, Karsten & Winblad, Ulrika & Bevan, Gwyn, 2010. "Are health problems systemic? Politics of access and choice under Beveridge and Bismarck systems," Health Economics, Policy and Law, Cambridge University Press, vol. 5(3), pages 269-293, July.
    4. 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.
    5. Geoffard, Pierre-Yves & Gardiol, Lucien & Grandchamp, Chantal, 2005. "Separating Selection and Incentive Effects in Health Insurance," CEPR Discussion Papers 5380, C.E.P.R. Discussion Papers.
    6. 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.
    7. Holly, Alberto & Gardiol, Lucien & Domenighetti, Gianfranco & Brigitte Bisig, 1998. "An econometric model of health care utilization and health insurance in Switzerland," European Economic Review, Elsevier, vol. 42(3-5), pages 513-522, May.
    8. Sara Moreira & Pedro Pita Barros, 2010. "Double health insurance coverage and health care utilisation: evidence from quantile regression," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1075-1092, September.
    9. Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1.
    10. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    11. Barros, Pedro Pita & Machado, Matilde P. & Sanz-de-Galdeano, Anna, 2008. "Moral hazard and the demand for health services: A matching estimator approach," Journal of Health Economics, Elsevier, vol. 27(4), pages 1006-1025, July.
    12. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    13. repec:adr:anecst:y:2006:i:83-84:p:10 is not listed on IDEAS
    14. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    15. Barros, Pedro Pita, 2012. "Health policy reform in tough times: The case of Portugal," Health Policy, Elsevier, vol. 106(1), pages 17-22.
    16. Michael Anderson & Carlos Dobkin & Tal Gross, 2012. "The Effect of Health Insurance Coverage on the Use of Medical Services," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 1-27, February.
    17. Sisira Sarma & Wayne Simpson, 2006. "A microeconometric analysis of Canadian health care utilization," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 219-239, March.
    18. David Zimmer, 2010. "The effect of double coverage on health care utilization of children," Applied Economics, Taylor & Francis Journals, vol. 42(24), pages 3105-3117.
    19. A. C. Cameron & P. K. Trivedi & Frank Milne & J. Piggott, 1988. "A Microeconometric Model of the Demand for Health Care and Health Insurance in Australia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(1), pages 85-106.
    20. Labelle, Roberta & Stoddart, Greg & Rice, Thomas, 1994. "A re-examination of the meaning and importance of supplier-induced demand," Journal of Health Economics, Elsevier, vol. 13(3), pages 347-368, October.
    21. João Cotter Salvado, 2008. "The Determinants of Health Care Utilization in Portugal: An Approach with Count Data Models," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(III), pages 437-458, September.
    22. Andrew M. Jones & Xander Koolman & Eddy Van Doorslaer, 2006. "The impact of having supplementary private health insurance on the uses of specialists," Annals of Economics and Statistics, GENES, issue 83-84, pages 251-275.
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    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Rita Faria’s journal round-up for 8th February 2021
      by Rita Faria in The Academic Health Economists' Blog on 2021-02-08 12:00:01

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    More about this item

    Keywords

    Health insurance; Coverage; Utilization; Health;
    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

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