IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i13p4699-d378336.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/13/4699/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/17/13/4699/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-750, July.
    2. Angus Deaton, 2006. "Global Patterns of Income and Health: Facts, Interpretations, and Policies," NBER Working Papers 12735, National Bureau of Economic Research, Inc.
    3. Halliday, Timothy J., 2014. "Unemployment and mortality: Evidence from the PSID," Social Science & Medicine, Elsevier, vol. 113(C), pages 15-22.
    4. 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.
    5. 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.
    6. 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.
    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. James, Jonathan, 2015. "Health and education expansion," Economics of Education Review, Elsevier, vol. 49(C), pages 193-215.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Wongboonsin, Kua & Phiromswad, Piyachart, 2017. "Searching for empirical linkages between demographic structure and economic growth," Economic Modelling, Elsevier, vol. 60(C), pages 364-379.
    17. 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.
    18. repec:pri:cheawb:deaton_wider_final_annual_lecture_all is not listed on IDEAS
    19. Silvia Megyesiova & Vanda Lieskovska, 2018. "Analysis of the Sustainable Development Indicators in the OECD Countries," Sustainability, MDPI, vol. 10(12), pages 1-22, December.
    20. Silvia Megyesiova & Vanda Lieskovska, 2019. "Premature Mortality for Chronic Diseases in the EU Member States," IJERPH, MDPI, vol. 16(20), pages 1-23, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ledesma-Cuenca, Ana & Montañés, Antonio & Simón-Fernández, María Blanca, 2022. "Disparities in premature mortality: Evidence for the OECD countries," Social Science & Medicine, Elsevier, vol. 307(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Titus J. Galama & Adriana Lleras-Muney & Hans van Kippersluis, 2018. "The Effect of Education on Health and Mortality: A Review of Experimental and Quasi-Experimental Evidence," NBER Working Papers 24225, National Bureau of Economic Research, Inc.
    2. Viera Ivanková & Rastislav Kotulič & Jaroslav Gonos & Martin Rigelský, 2019. "Health Care Financing Systems and Their Effectiveness: An Empirical Study of OECD Countries," IJERPH, MDPI, vol. 16(20), pages 1-22, October.
    3. Campbell, Randall C. & Nagel, Gregory L., 2016. "Private information and limitations of Heckman's estimator in banking and corporate finance research," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 186-195.
    4. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    5. Sheikh, Shahbaz, 2018. "The impact of market competition on the relation between CEO power and firm innovation," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 36-50.
    6. Doko Tchatoka, Firmin Sabro, 2012. "Specification Tests with Weak and Invalid Instruments," MPRA Paper 40185, University Library of Munich, Germany.
    7. Cawley, John & Markowitz, Sara & Tauras, John, 2004. "Lighting up and slimming down: the effects of body weight and cigarette prices on adolescent smoking initiation," Journal of Health Economics, Elsevier, vol. 23(2), pages 293-311, March.
    8. Edward Ghartey, 2006. "Exchange Pressure, Sterilized Intervention and Monetary Policy in Ghana," EcoMod2006 272100031, EcoMod.
    9. Wang, Huixia & Wang, Chenggang & Halliday, Timothy J., 2018. "Health and health inequality during the great recession: Evidence from the PSID," Economics & Human Biology, Elsevier, vol. 29(C), pages 17-30.
    10. Oded Palmon & Ben J. Sopranzetti, 2017. "On the relationship between the number of a broker’s real estate listings and transaction outcomes," Review of Quantitative Finance and Accounting, Springer, vol. 49(1), pages 65-89, July.
    11. Davidson, Russell & MacKinnon, James G., 1989. "Testing for Consistency using Artificial Regressions," Econometric Theory, Cambridge University Press, vol. 5(3), pages 363-384, December.
    12. O'Brien, Raymond & Patacchini, Eleonora, 2003. "Testing the exogeneity assumption in panel data models with "non classical" disturbances," Discussion Paper Series In Economics And Econometrics 0302, Economics Division, School of Social Sciences, University of Southampton.
    13. Bautista, María Angélica & González, Felipe & Martinez, Luis R. & Muñoz, Pablo & Prem, Mounu, 2020. "Does Higher Education Reduce Mortality? Evidence from a Natural Experiment in Chile," SocArXiv 5s2px, Center for Open Science.
    14. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    15. Mayston, David, 2009. "The determinants of cumulative endogeneity bias in multivariate analysis," Journal of Multivariate Analysis, Elsevier, vol. 100(6), pages 1120-1136, July.
    16. Chenggang Wang & Huixia Wang & Timothy J. Halliday, 2017. "Health and Health Inequality during the Great Recession: Evidence from the PSID," Working Papers 201703, University of Hawaii at Manoa, Department of Economics.
    17. Doko Tchatoka, Firmin & Dufour, Jean-Marie, 2020. "Exogeneity tests, incomplete models, weak identification and non-Gaussian distributions: Invariance and finite-sample distributional theory," Journal of Econometrics, Elsevier, vol. 218(2), pages 390-418.
    18. Sheikh, Shahbaz, 2018. "Corporate social responsibility, product market competition, and firm value," Journal of Economics and Business, Elsevier, vol. 98(C), pages 40-55.
    19. Chi-Young Choi & Ling Hu & Masao Ogaki, 2005. "Structural Spurious Regressions and A Hausman-type Cointegration Test," RCER Working Papers 517, University of Rochester - Center for Economic Research (RCER).
    20. Robert Mulligan, 1996. "Export-import endogeneity in the context of the Thirlwall- Hussain model: an application of the Durbin-Wu-Hausman test incorporating a Monte Carlo experiment," Applied Economics Letters, Taylor & Francis Journals, vol. 3(4), pages 275-279.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:17:y:2020:i:13:p:4699-:d:378336. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.