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Health Capital and a Sustainable Economic-Growth Nexus: A High-Frequency-Data Analysis during COVID-19

Author

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  • Nazlı Ceylan Sungur

    (Department of Business Administration, Atılım University, Ankara 06830, Turkey)

  • Ece C. Akdoğan

    (Department of Banking and Finance, Çankaya University, Ankara 06790, Turkey)

  • Soner Gökten

    (Department of Business Administration, Başkent University, Ankara 06790, Turkey)

Abstract

The recent COVID-19 pandemic effectively concretized the vitality of health expenditure and the economic-growth nexus, and the threat of new pandemics make re-examining this relationship a necessity. Consequently, this paper focuses on this nexus for developed OECD countries, paying particular attention to the effects of the COVID-19 pandemic. The use of stock indices as proxy variables for health expenditure and economic growth enabled the examination of this nexus by using high-frequency data and financial econometric techniques, specifically via rolling correlation and bivariate GARCH analyses. The data span 1170 observations between 15 May 2018 and 11 November 2022. Since the research period overlaps with the outbreak of Ukraine–Russia war, additional insights are obtained regarding the effects of the war as well. It was found that an increase in health expenditure leads to a delayed increase in economic growth even in the short term, and this relationship mainly develops during crises such as epidemics, wars, supply chain breakdowns, etc., for developed OECD countries. Given the aging population of developed countries, which will probably deteriorate the health status of those countries in the near future, the increasing political tensions around the globe and the considerations of a global recession highlight the importance and the inevitability of investments in health capital for developed countries as well.

Suggested Citation

  • Nazlı Ceylan Sungur & Ece C. Akdoğan & Soner Gökten, 2024. "Health Capital and a Sustainable Economic-Growth Nexus: A High-Frequency-Data Analysis during COVID-19," Sustainability, MDPI, vol. 16(10), pages 1-31, May.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:10:p:3898-:d:1389596
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    1. Tolga Omay & Mubariz Hasanov & Asli Yuksel & Aydin Yuksel, 2016. "A Note on the Examination of the Fisher Hypothesis by Using Panel Co-Integration Tests with Break," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 13-26, June.
    2. Alina Vysochyna & Tetiana Vasylieva & Oleksandr Dluhopolskyi & Marcin Marczuk & Dymytrii Grytsyshen & Vitaliy Yunger & Agnieszka Sulimierska, 2023. "Impact of Coronavirus Disease COVID-19 on the Relationship between Healthcare Expenditures and Sustainable Economic Growth," IJERPH, MDPI, vol. 20(4), pages 1-18, February.
    3. LI, Hongyi & HUANG, Liang, 2009. "Health, education, and economic growth in China: Empirical findings and implications," China Economic Review, Elsevier, vol. 20(3), pages 374-387, September.
    4. Wei Jiang & Yadong Wang, 2023. "Asymmetric Effects of Human Health Capital on Economic Growth in China: An Empirical Investigation Based on the NARDL Model," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    5. Aurangzeb, 2003. "Relationship between Health Expenditure and GDP in an Augmented Solow Growth Model for Pakistan: An Application of Co-integration and Error-Correction Modeling," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 8(2), pages 1-16, Jul-Dec.
    6. Omay, Tolga & Emirmahmutoglu, Furkan & Denaux, Zulal S., 2017. "Nonlinear error correction based cointegration test in panel data," Economics Letters, Elsevier, vol. 157(C), pages 1-4.
    7. Sin-Yu Ho, 2018. "Analysing the sources of growth in an emerging market economy: the Thailand experience," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 10(4), pages 340-359.
    8. Stephen Knowles & P. Dorian Owen, 1997. "Education and Health in an Effective‐Labour Empirical Growth Model," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 314-328, December.
    9. Ogundari, Kolawole & Awokuse, Titus, 2018. "Human capital contribution to economic growth in Sub-Saharan Africa: Does health status matter more than education?," Economic Analysis and Policy, Elsevier, vol. 58(C), pages 131-140.
    10. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    11. 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.
    12. Liping Ye & Xinping Zhang, 2018. "Nonlinear Granger Causality between Health Care Expenditure and Economic Growth in the OECD and Major Developing Countries," IJERPH, MDPI, vol. 15(9), pages 1-16, September.
    13. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    14. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    15. Sibel Bali Eryigit & Kadir Yasin Eryigit & Ufuk Selen, 2012. "The Long-Run Linkages Between Education, Health And Defence Expenditures And Economic Growth: Evidence From Turkey," Defence and Peace Economics, Taylor & Francis Journals, vol. 23(6), pages 559-574, December.
    16. Lixin Cai & Guyonne Kalb, 2006. "Health status and labour force participation: evidence from Australia," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 241-261, March.
    17. Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1.
    18. Corakci, Aysegul & Omay, Tolga, 2023. "Is there convergence in renewable energy deployment? Evidence from a new panel unit root test with smooth and sharp structural breaks," Renewable Energy, Elsevier, vol. 205(C), pages 648-662.
    19. Demirer, Riza & Omay, Tolga & Yuksel, Asli & Yuksel, Aydin, 2018. "Global risk aversion and emerging market return comovements," Economics Letters, Elsevier, vol. 173(C), pages 118-121.
    20. repec:bla:ecorec:v:73:y:1997:i:223:p:314-28 is not listed on IDEAS
    21. Cheng-Feng Wu & Fangjhy Li & Hsin-Pei Hsueh & Chien-Ming Wang & Meng-Chen Lin & Tsangyao Chang, 2020. "A Dynamic Relationship between Environmental Degradation, Healthcare Expenditure and Economic Growth in Wavelet Analysis: Empirical Evidence from Taiwan," IJERPH, MDPI, vol. 17(4), pages 1-17, February.
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