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Health Expenditures, Human Capital, and Sustainable Development: Panel Evidence from the New EU Member Countries

Author

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  • Canan Şentürk

    (Department of Economics, Suleyman Demirel University, Isparta 32260, Türkiye)

  • Gamze Sart

    (Department of Educational Sciences, Hasan Ali Yucel Faculty of Education, İstanbul University-Cerrahpaşa, İstanbul 34500, Türkiye)

  • Mahmut Ünsal Şaşmaz

    (Department of Public Finance, Usak University, Usak 64000, Türkiye)

  • Yilmaz Bayar

    (Department of Public Finance, Bandirma Onyedi Eylül University, Balikesir 10200, Türkiye)

Abstract

Both health and human capital are simultaneously resources and indicators of sustainable development. Therefore, this research article studies the causal interaction among total health expenditures, out-of-pocket expenditures, human capital, and sustainable development in eleven EU member countries during 2000–2020 through the panel causality test. The result of the causality test indicates that indicators of health expenditures, human capital, and sustainable development are closely interrelated, but the causal interaction among indicators of health expenditures, human capital, and sustainable development differs among the new EU members. On the one hand, health expenditures and human capital are significant factors underlying sustainable development. On the other hand, sustainable development is a significant determinant of health expenditures and human capital. Considering the significant role of human capital for sustainable development, education and training programs should especially be revised in a way to improve the sustainability and healthy life awareness and qualifications of the individuals. Furthermore, the digital transformation of health systems from both supply and demand sides should be supported by public health policies.

Suggested Citation

  • Canan Şentürk & Gamze Sart & Mahmut Ünsal Şaşmaz & Yilmaz Bayar, 2023. "Health Expenditures, Human Capital, and Sustainable Development: Panel Evidence from the New EU Member Countries," Sustainability, MDPI, vol. 15(19), pages 1-14, October.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:19:p:14514-:d:1254197
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    1. John Nixon & Philippe Ulmann, 2006. "The relationship between health care expenditure and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(1), pages 7-18, March.
    2. Costantini, Valeria & Monni, Salvatore, 2008. "Environment, human development and economic growth," Ecological Economics, Elsevier, vol. 64(4), pages 867-880, February.
    3. Alistair McGuire & David Parkin & David Hughes & Karen Gerard, 1993. "Econometric analyses of national health expenditures: Can positive economics help to answer normative questions?," Health Economics, John Wiley & Sons, Ltd., vol. 2(2), pages 113-126, July.
    4. Daron Acemoglu & Simon Johnson, 2007. "Disease and Development: The Effect of Life Expectancy on Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 925-985, December.
    5. Chang, Lei & Taghizadeh-Hesary, Farhad & Saydaliev, Hayot Berk, 2022. "How do ICT and renewable energy impact sustainable development?," Renewable Energy, Elsevier, vol. 199(C), pages 123-131.
    6. Girmay Tsegay Kiross & Catherine Chojenta & Daniel Barker & Deborah Loxton, 2020. "The effects of health expenditure on infant mortality in sub-Saharan Africa: evidence from panel data analysis," Health Economics Review, Springer, vol. 10(1), pages 1-9, December.
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Syed Mithun Ali & Andrea Appolloni & Fausto Cavallaro & Idiano D’Adamo & Assunta Di Vaio & Francesco Ferella & Massimo Gastaldi & Muhammad Ikram & Nallapaneni Manoj Kumar & Michael Alan Martin & Abdul, 2023. "Development Goals towards Sustainability," Sustainability, MDPI, vol. 15(12), pages 1-11, June.
    9. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    10. Gamze Sart, 2022. "Impact of Higher Education and Globalization on Sustainable Development in the New EU Member States," Sustainability, MDPI, vol. 14(19), pages 1-13, September.
    11. Narayan, Paresh Kumar & Narayan, Seema, 2008. "Does environmental quality influence health expenditures? Empirical evidence from a panel of selected OECD countries," Ecological Economics, Elsevier, vol. 65(2), pages 367-374, April.
    12. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    13. Robyn Swift, 2011. "The relationship between health and GDP in OECD countries in the very long run," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 306-322, March.
    14. Andrei Boar & Ramon Bastida & Frederic Marimon, 2020. "A Systematic Literature Review. Relationships between the Sharing Economy, Sustainability and Sustainable Development Goals," Sustainability, MDPI, vol. 12(17), pages 1-14, August.
    15. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    16. Goetz, Stephan J. & Debertin, David L. & Pagoulatos, Angelos, 1998. "Human Capital, Income, and Environmental Quality: A State-Level Analysis," Agricultural and Resource Economics Review, Cambridge University Press, vol. 27(2), pages 200-208, October.
    17. Lan, Jing & Munro, Alistair, 2013. "Environmental compliance and human capital: Evidence from Chinese industrial firms," Resource and Energy Economics, Elsevier, vol. 35(4), pages 534-557.
    18. Ranis, Gustav & Stewart, Frances & Ramirez, Alejandro, 2000. "Economic Growth and Human Development," World Development, Elsevier, vol. 28(2), pages 197-219, February.
    19. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Industrial characteristics, environmental regulations and air pollution: an analysis of the UK manufacturing sector," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 121-143, July.
    20. Zaman, Khalid & Moemen, Mitwali Abd-el., 2017. "Energy consumption, carbon dioxide emissions and economic development: Evaluating alternative and plausible environmental hypothesis for sustainable growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1119-1130.
    21. Kim, Kwangkee & Moody, Philip M., 1992. "More resources better health? A cross-national perspective," Social Science & Medicine, Elsevier, vol. 34(8), pages 837-842, April.
    22. Raymond Gradus & Sjak Smulders, 1993. "The trade-off between environmental care and long-term growth—Pollution in three prototype growth models," Journal of Economics, Springer, vol. 58(1), pages 25-51, February.
    23. Stokey, Nancy L, 1998. "Are There Limits to Growth?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 1-31, February.
    24. Filmer, Deon & Pritchett, Lant, 1997. "Child mortality and public spending on health : how much does money matter?," Policy Research Working Paper Series 1864, The World Bank.
    25. Serge Mandiefe Piabuo & Julius Chupezi Tieguhong, 2017. "Health expenditure and economic growth - a review of the literature and an analysis between the economic community for central African states (CEMAC) and selected African countries," Health Economics Review, Springer, vol. 7(1), pages 1-13, December.
    26. Dasgupta, Susmita & Hettige, Hemamala & Wheeler, David, 2000. "What Improves Environmental Compliance? Evidence from Mexican Industry," Journal of Environmental Economics and Management, Elsevier, vol. 39(1), pages 39-66, January.
    27. Hartman, Richard & Kwon, O-Sung, 2005. "Sustainable growth and the environmental Kuznets curve," Journal of Economic Dynamics and Control, Elsevier, vol. 29(10), pages 1701-1736, October.
    28. Zhiyuan Dong & Zenglian Zhang, 2022. "Does the Business Environment Improve the Sustainable Development of Enterprises?," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    29. Olorunfemi Yasiru Alimi & Kazeem Bello Ajide & Wakeel Atanda Isola, 2020. "Environmental quality and health expenditure in ECOWAS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(6), pages 5105-5127, August.
    30. Marijn Verhoeven & Mr. Sanjeev Gupta & Mr. Erwin H Tiongson, 1999. "Does Higher Government Spending Buy Better Results in Education and Health Care?," IMF Working Papers 1999/021, International Monetary Fund.
    31. Ivo Šlaus & Garry Jacobs, 2011. "Human Capital and Sustainability," Sustainability, MDPI, vol. 3(1), pages 1-58, January.
    32. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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