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Exploration of Influence of Socioeconomic Determinants on Mortality in the European Union

Author

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  • Beata Gavurova

    (Faculty of Mining, Ecology, Process Control and Geotechnologies, Technical University of Košice, 04001 Košice, Slovakia)

  • Samer Khouri

    (Faculty of Mining, Ecology, Process Control and Geotechnologies, Technical University of Košice, 04001 Košice, Slovakia)

  • Viliam Kovac

    (Faculty of Economics, Technical University of Košice, 04001 Košice, Slovakia)

  • Michaela Ferkova

    (Faculty of Economics, Technical University of Košice, 04001 Košice, Slovakia)

Abstract

Economic performance measured through the gross domestic product indicator and the poverty rate varies across the whole European Union, together with the considerable income inequalities in the long-term. Economic growth may not bring a reduction in the health inequalities in the individual countries themselves. In order to eliminate health inequalities, the different types of policies implemented in the health, social and economic systems need to be explored in more detail. Mortality is explored through an indicator of the standardised mortality rate for both sexes explained by the several socioeconomic determinants, among which variables such as the variations of the gross domestic product per capita, the healthcare expenditures, the unemployment rate, and the healthcare system financing. Almost in all the described cases, these dimensions have negative impact. All the influences are expressed in a relative way in order to be suitably interpretable. The analysis is not comprehensive; nevertheless, it contains 18 regression models to cover as many aspects as it is possible. The Discussion section offers an evaluation of the obtained results according to the outcome of the other studies.

Suggested Citation

  • Beata Gavurova & Samer Khouri & Viliam Kovac & Michaela Ferkova, 2020. "Exploration of Influence of Socioeconomic Determinants on Mortality in the European Union," IJERPH, MDPI, vol. 17(13), pages 1-21, June.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:13:p:4699-:d:378336
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    1. Halliday, Timothy J., 2014. "Unemployment and mortality: Evidence from the PSID," Social Science & Medicine, Elsevier, vol. 113(C), pages 15-22.
    2. Angus S. Deaton, 2006. "Global Patterns of Income and Health: Facts, Interpretations, and Policies," Working Papers id:777, eSocialSciences.
    3. Braendle, Thomas & Colombier, Carsten, 2016. "What drives public health care expenditure growth? Evidence from Swiss cantons, 1970–2012," Health Policy, Elsevier, vol. 120(9), pages 1051-1060.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. van Baal, Pieter H. & Wong, Albert, 2012. "Time to death and the forecasting of macro-level health care expenditures: Some further considerations," Journal of Health Economics, Elsevier, vol. 31(6), pages 876-887.
    6. Black, Dan A. & Hsu, Yu-Chieh & Taylor, Lowell J., 2015. "The effect of early-life education on later-life mortality," Journal of Health Economics, Elsevier, vol. 44(C), pages 1-9.
    7. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    8. Namsuk Kim & Marta Serra-Garcia, 2010. "Economic Crises, Health and Education in Jamaica," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 25(1), pages 105-134.
    9. Buckles, Kasey & Hagemann, Andreas & Malamud, Ofer & Morrill, Melinda & Wozniak, Abigail, 2016. "The effect of college education on mortality," Journal of Health Economics, Elsevier, vol. 50(C), pages 99-114.
    10. de Meijer, Claudine & O’Donnell, Owen & Koopmanschap, Marc & van Doorslaer, Eddy, 2013. "Health expenditure growth: Looking beyond the average through decomposition of the full distribution," Journal of Health Economics, Elsevier, vol. 32(1), pages 88-105.
    11. Silvia Megyesiova & Vanda Lieskovska, 2018. "Analysis of the Sustainable Development Indicators in the OECD Countries," Sustainability, MDPI, vol. 10(12), pages 1-22, December.
    12. Silvia Megyesiova & Vanda Lieskovska, 2019. "Premature Mortality for Chronic Diseases in the EU Member States," IJERPH, MDPI, vol. 16(20), pages 1-23, October.
    13. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-750, July.
    14. Lynch, Jamie L. & von Hippel, Paul T., 2016. "An education gradient in health, a health gradient in education, or a confounded gradient in both?," Social Science & Medicine, Elsevier, vol. 154(C), pages 18-27.
    15. James, Jonathan, 2015. "Health and education expansion," Economics of Education Review, Elsevier, vol. 49(C), pages 193-215.
    16. Gravelle, Hugh & Wildman, John & Sutton, Matthew, 2002. "Income, income inequality and health: what can we learn from aggregate data?," Social Science & Medicine, Elsevier, vol. 54(4), pages 577-589, February.
    17. Ketevan Glonti & Vladimir S Gordeev & Yevgeniy Goryakin & Aaron Reeves & David Stuckler & Martin McKee & Bayard Roberts, 2015. "A Systematic Review on Health Resilience to Economic Crises," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-22, April.
    18. Vandersteegen, Tom & Marneffe, Wim & Cleemput, Irina & Vereeck, Lode, 2015. "The impact of no-fault compensation on health care expenditures: An empirical study of OECD countries," Health Policy, Elsevier, vol. 119(3), pages 367-374.
    19. Wongboonsin, Kua & Phiromswad, Piyachart, 2017. "Searching for empirical linkages between demographic structure and economic growth," Economic Modelling, Elsevier, vol. 60(C), pages 364-379.
    20. repec:pri:cheawb:deaton_wider_final_annual_lecture_all is not listed on IDEAS
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