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Measuring the effect of health insurance companies on the quality of healthcare systems with kernel and parametric regressions

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  • Besstremyannaya, Galina

    (CEFIR, Moscow)

Abstract

The paper applies parametric and kernel regressions to study the impact of private health insurers on quality related outcomes of social health insurance in Russian regions: infant mortality, maternal mortality and mortality under five years of age. The extended model captures endogeneity by employing an instrumental variable approach. The non-parametric model uses kernel regressions. The results reveal that the positive impact of private insurers is explained by regional institutional reforms.

Suggested Citation

  • Besstremyannaya, Galina, 2015. "Measuring the effect of health insurance companies on the quality of healthcare systems with kernel and parametric regressions," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 3-20.
  • Handle: RePEc:ris:apltrx:0262
    as

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    References listed on IDEAS

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    1. Twigg, Judyth L., 1999. "Obligatory medical insurance in Russia: the participants' perspective," Social Science & Medicine, Elsevier, vol. 49(3), pages 371-382, August.
    2. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    3. 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.
    4. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    5. Li, Qi & Racine, Jeff, 2003. "Nonparametric estimation of distributions with categorical and continuous data," Journal of Multivariate Analysis, Elsevier, vol. 86(2), pages 266-292, August.
    6. Guillem Lopez‐Casasnovas & Joan Costa‐Font & Ivan Planas, 2005. "Diversity and regional inequalities in the Spanish ‘system of health care services’," Health Economics, John Wiley & Sons, Ltd., vol. 14(S1), pages 221-235, September.
    7. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    8. Jozef Medveď & Juraj Nemec & Leoš Vítek, 2005. "Social Health Insurance and Its Failures in the Czech Republic and Slovakia: The Role of the State," Prague Economic Papers, Prague University of Economics and Business, vol. 2005(1), pages 64-81.
    9. Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007. "A consistent model specification test with mixed discrete and continuous data," Journal of Econometrics, Elsevier, vol. 140(2), pages 802-826, October.
    10. Margaret M. Byrne & Kenneth Pietz & LeChauncy Woodard & Laura A. Petersen, 2007. "Health care funding levels and patient outcomes: a national study," Health Economics, John Wiley & Sons, Ltd., vol. 16(4), pages 385-393, April.
    11. Sudhir Anand & Martin Ravallion, 1993. "Human Development in Poor Countries: On the Role of Private Incomes and Public Services," Journal of Economic Perspectives, American Economic Association, vol. 7(1), pages 133-150, Winter.
    12. Bidani, Benu & Ravallion, Martin, 1997. "Decomposing social indicators using distributional data," Journal of Econometrics, Elsevier, vol. 77(1), pages 125-139, March.
    13. Adam Wagstaff & Mariam Claeson, 2004. "The Millennium Development Goals for Health : Rising to the Challenges," World Bank Publications - Books, The World Bank Group, number 14954, December.
    14. Filmer, Deon & Pritchett, Lant, 1999. "The impact of public spending on health: does money matter?," Social Science & Medicine, Elsevier, vol. 49(10), pages 1309-1323, November.
    15. Pablo Gottret & George Schieber, 2006. "Health Financing Revisited : A Practitioner's Guide," World Bank Publications - Books, The World Bank Group, number 7094, December.
    16. Sheiman, Igor, 1991. "Health care reform in the Russian Federation," Health Policy, Elsevier, vol. 19(1), pages 45-54, September.
    17. Ivaschenko, Oleksiy, 2005. "The patterns and determinants of longevity in Russia's regions: Evidence from panel data," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 788-813, December.
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    More about this item

    Keywords

    kernel regression; instrumental variables; social health insurance; infant mortality.;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • R22 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Other Demand

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