SAĞLIK VE EĞİTİM HARCAMALARININ BEŞERİ SERMAYE ÖZELLİĞİ ÜZERİNDE COVİD-19 PANDEMİSİNİN MODERATÖR ETKİSİ

Yıl 2024, Cilt: 34 Sayı: 2, 895 - 906, 29.05.2024

Seval Selvi Sarıgül , Murat Konca

https://doi.org/10.18069/firatsbed.1433117

Öz

Bu çalışmada sağlık ve eğitim harcamalarının gayri safi yurt içi hâsıla (GSYİH) üzerindeki etkisinde Yeni Koronavirüs (SARS-CoV-2, COVİD-19) değişkeninin moderatör etkisinin olup olmadığını ortaya koyarak literatüre katkıda bulunmak amaçlanmıştır. Bu kapsamda çalışmanın analiz kısmında 37 Ekonomik İşbirliği ve Kalkınma Örgütü (OECD) üyesi ülkenin 2015-2020 dönemine ait verileri ile oluşturulan panel veri seti kullanılmıştır. Çalışmada iki model kurulmuştur. Model I’de sağlık harcamalarının GSYİH üzerindeki etkisinde COVİD-19’un moderatör etkisi incelenmiştir. Model II’de ise, eğitim harcamalarının GSYİH üzerindeki etkisinde COVİD-19’un moderatör etkisi incelenmiştir. Her iki modelde de sağlık ve eğitim harcamalarının GSYİH üzerinde pozitif yönlü ve istatistiksel olarak anlamlı bir etkisinin olduğu tespit edilmiştir (p<0,05). Ayrıca her iki modelde de COVİD-19 değişkeninin etkili olduğu yıl olan 2020 yılında 2015-2019 dönemine kıyasla GSYİH değişkeninde bir azalış yaşandığı görülmüştür ancak bu azalışın istatistiksel olarak anlamlı olmadığı saptanmıştır (p>0,05). Son olarak, eğitim ve sağlık harcamalarının GSYİH üzerindeki etkisinde COVİD-19 değişkenin herhangi bir moderatör etkisi bulunamamıştır (p>0,05

Anahtar Kelimeler

Sağlık harcamaları, Eğitim harcamaları, Beşeri sermaye, COVİD-19

Etik Beyan

“Sağlık ve Eğitim Harcamalarının Beşeri Sermaye Özelliği Üzerinde Covid-19 Pandemisinin Moderatör Etkisi” isimli bu çalışmada ikincil veri seti kullanıldığından etik kurul izni gerektirmemektedir.

Destekleyen Kurum

Çalışmayı destekleyen herhangi bir şahıs, kurum ya da kuruluş bulunmamaktadır.

The Moderating Effect of the COVID-19 Pandemic on the Human Capital Characteristics of Health and Education Expenditures

Öz

This study aimed to contribute to the literature by revealing whether the New Coronavirus (SARS-CoV-2, COVID-19) had a moderating effect on the effect of health and education expenditures on gross domestic product (GDP). In this context, in the analysis section of the study, a panel data set from 37 Organization for Economic Co-operation and Development (OECD) countries for the period 2015-2020 was used. Two models were established in the study. In Model I, the moderating effect of COVID-19 on the effect of health expenditures on GDP was examined. In Model II, the moderating effect of COVID-19 on the effect of education expenditures on GDP was examined. It was determined that health and education expenditures had a significant positive effect on GDP in both models (p<0.05). In addition, in both models, there was a decrease in GDP in 2020, the year when the COVID-19 was effective, compared to the 2015-2019 period, however, this decrease was not found to be statistically significant (p>0.05). Finally, no moderating effect of the COVID-19 was found on the effect of education and health expenditures on GDP (p>0.05).

Anahtar Kelimeler

Health expenditures, Education expenditures, Human capital, COVID-19

Kaynakça

• Aboubacar, B. ve Xu, D. (2017). The impact of health expenditure on the economic growth in Sub-Saharan Africa. Theoretical Economics Letters, 7(3), 615-622.
• Akçacı, T. (2013). Eğitim harcamalarının iktisadi büyümeye etkisi. Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 4(5), 65-79.
• Akıncı, A. Ve Tuncer, G. (2016). Türkiye’de sağlık harcamaları ile ekonomik büyüme arasındaki ilişki. Sayıştay Dergisi, 102, 47-61.
• Anand, S. ve Sen, A. (2000). Human development and economics sustainability. World Development, 28, 2029-2049.
• Balogun, A. A., Ajiboye, I. E. Ve Olorunmade, G. (2023). The impact of human capital expenditure on economic growth in Nigeria. Fuoye Journal of Finance and Contemporary Issues, 4(2), 1-8.
• Balmumcu, Ö. ve Bozkurt, K. (2018). Beşeri sermaye ve ekonomik büyüme: Gelişmekte olan ülkeler için bir panel veri analizi. Uluslararası İktisadi ve İdari İncelemeler Dergisi, 391-406.
• Barro, R. J. (1991). Economic growth in a cross section of countries. Quarterly Journal of Economics, 106, 407-444.
• Berger, M. C. ve Messer, J. (2002). Public financing of health expenditures, insurance, and health outcomes. Applied Economics, 34(17), 2105-2113.
• Binay, M. (2020). OECD ülkeleri̇nde sağlık harcamaları ekonomi̇k büyüme ili̇şki̇si̇. Sosyal Güvence, 17, 195-208.
• Bloom, D. E. ve Canning, D. (2000). Policy forum: Public health. Health Wealth Nations Science, 287, 1207-1209.
• Bloom, E. D., Canning, D. ve Sevilla, J. (2004). The effect of health on economic growth: A production function approach, World Development, 32(1), 1-16.
• Buchanan, J. M. ve Tullock, G. (1962). The calculus of consent: Logical foundations for constitutional democracy. The Online Library of Liberty, http://files.libertyfund.org/files/1063/Buchanan_0102-03_EBk_v6.0.pdf (ss. 1-270). Erişim Tarihi: 01.02.2024.
• Churchill, S. A., Yew, S. L. ve Ugur, M. (2015). Effects of government education and health expenditures on economic growth: A meta-analysis. Report G9ERC21, Greenwich Political Economy Research Center: London.
• Çeli̇k, A. (2020). G20 ülkelerinde sağlık harcamalarının ekonomik büyüme üzerindeki etkisinin analizi. Yönetim ve Ekonomi Dergisi, 27(1), 1-20.
• Elola-Somoza, F. J., Bas-Villalobos, M. C., Pérez-Villacastín, J. ve Macaya-Miguel, C. (2021). Public healthcare expenditure and COVID-19 mortality in Spain and in Europe. Revista Clínica Española (English Edition), 221(7), 400-403.
• Ferreira, P. L., Tavares, A. I., Quintal, C. ve Santana, P. (2018). EU health systems classification: A new proposal from EURO-HEALTHY. BMC Health Services Research, 18(1), 1–11.
• Gheraia, Z., Benmeriem, M., Abdelli, H. A. ve Saadaoui, S. (2021). The effect of education expenditure on economic growth: The case of the kingdom of Saudi Arabia. Humanities and Social Sciences Letters, 9(1), 14-23.
• Giziene, V., Simanaviciene, Z. ve Palekiene, O. (2012). Evaluation of investment in human capital economical effectiveness. Inzinerine Ekonomika-Engineering Economics, 23(2), 106–116.
• Gujarati, D. N. (2009). Basic econometrics. Tata McGraw-Hill Education.
• Hameed, Z., Garavan, T. N., Naeem, R. M., Burhan, M., Moin, M. F. ve McCabe, T. (2024). Subjective well‐being, COVID‐19 and financial strain following job loss: Stretching the role of human resource management to focus on human sustainability beyond the workplace. Asia Pacific Journal of Human Resources, 62(1), 1-26.
• Hansen, C. W. (2013). Life expectancy and human capital: Evidence from the international epidemiological transition. Journal of Health Economics, 32(6), 1142–1152.
• Hanushek, E. A. ve Woessmann, L. (2008). The role of cognitive skills in economic development. Journal of Economic Literature, 46(3), 607-668.
• Hartwig, J. (2010). Is health capital formation good for long-term economic growth? Panel granger causality evidence for OECD countries. Journal of Macroeconomics, 32(1), 314-325.
• Jung, H. S. ve Thorbecke, E. (2003). The impact of public education expenditure on human capital, growth, and poverty in Tanzania and Zambia: A general equilibrium approach. Journal of Policy Modeling, 25(8), 701-725.
• Koç, A. (2013). Beşeri sermaye ve ekonomik büyüme ilişkisi: Yatay kesit analizi ile AB ülkeleri üzerine bir değerlendirme. Maliye Dergisi, 165(12), 241-258.
• Kousar, S., Ahmed, F., Afzal, M. ve Segovia, J. E. (2023). Is government spending in the education and health sector necessary for human capital development?. Humanities and Social Sciences Communications, 10(1), 1-11.
• Kurt, S. (2015). Government health expenditures and economic growth: A Feder-Ram approach for the case of Turkey. International Journal of Economics and Financial Issues, 5(2), 441-447.
• Le, M. P. ve Tran, T. M. (2021). Government education expenditure and economic growth nexus: Empirical evidence from Vietnam. The Journal of Asian Finance, Economics and Business, 8(7), 413-421.
• Li, Y., Zhao, X. ve Wang, B. (2024). Public education expenditure and corporate human capital: Evidence from China. Finance Research Letters, 60, 1-6.
• Maharda, J. B. ve Aulia, B. Z. (2020). Government expenditure and human development in Indonesia. Jambura Equilib J, 2(2), 81-94. Mankiw, N. G., Romer, D. ve Weil, D. N. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107, 407-437.
• Ngo, Q. T., Tran, H. A. ve Tran, H. T. T. (2022). The impact of green finance and Covid-19 on economic development: Capital formation and educational expenditure of ASEAN economies. China Finance Review International, 12(2), 261-279.
• North, D. C. ve Thomas, R. P. (1973). The rise of the western world: A new economic history. Cambridge UK: Cambridge University Press, North, D. C. (1981). Structure and change in economic history. New York: Norton and Co.
• North, D. (1990). Institutions, institutional change and economic performance. New York: Cambridge University Press.
• Organization for Economic Co-operation and Development. (2023a). Education data. https://data.oecd.org/education.htm. Erişim Tarihi: 17.01.2024.
• Organization for Economic Co-operation and Development. (2023a). Economy data. https://data.oecd.org/economy.htm. Erişim Tarihi: 17.01.2024.
• Organization for Economic Co-operation and Development. (2023b). Health data. https://data.oecd.org/health.htm. Erişim Tarihi: 17.01.2024.
• Ogundari, K. ve Awokuse, T. (2018). Human capital contribution to economic growth in SubSaharan Africa: Does health status matter more than education. Economic Analysis and Policy, 58(12), 131-140.
• Okerekeoti, C. U. (2022). Government expenditure on education and economic growth in Nigeria. International Journal of Recent Research in Commerce Economics and Management (IJRRCEM), 9, 126-134.
• Osiobe, E. U. (2020). Human capital and economic growth in Latin America: A cointegration and causality analysis. Journal of Finance & Economic Research, 7, 218-235.
• Öztürk, S. ve Topcu, E. (2014). Health expenditure and economic growth: Evidence from G8countries. International Journal of Economics and Empirical Research, 2, 256-261.
• Pamuk, M. Ve Bektaş, H. (2014). Türkiye’de eğitim harcamaları ve ekonomik büyüme arasındaki ilişki: ARDL sınır testi yaklaşımı. Siyaset, Ekonomi ve Yönetim Araştırmaları Dergisi, 2(2), 77-90.
• Pedace, R. (2016). Econometrics for dummies. https://www.dummies.com/article/business-careers-money/business/economics/econometrics-and-the-log-log-model-156386/. Erişim Tarihi: 18.01.2024.
• Piabuo, S. M. ve Tieguhong, J. C. (2017). Health expenditure and economic growth-a review of the literature and analysis between the economic community for central African States (CEMANC) and selected African countries. Health Economic Reviews, 27,1-13.
• Raghupathi, V. ve Raghupathi, W. (2020). Healthcare expenditure and economic performance: Insights from the United States data. Frontiers in Public Health, 8(156), 1-15.
• Railaite, R. ve Ciutiene, R. (2020). The impact of public health expenditure on health component of human capital. Inžinerinė Ekonomika, 31(3), 371-379.
• Romer, P. M. (1986). Increasing returns and long run growth. Journal of Political Economy, 94(5), 1002-1037.
• Schultz, T. P. (2005). Productive benefits of health: Evidence from low-income countries. In: Currais L, editor. Health and Economic Growth: Findings and Policy Implications Cambridge, MA: MIT Press, p. 257–86.
• Selim, S., Purtaş, Y. ve Uysal, D. (2014). G-20 ülkelerinde eğitim harcamalarının ekonomik büyüme üzerindeki etkisi. Optimum Ekonomi ve Yönetim Bilimleri Dergisi, 1(2), 93-102.
• Shafuda, C. P. ve De, U. K. (2020). Government expenditure on human capital and growth in Namibia: A time series analysis. Journal of Economic Structures, 9, 1-14.
• Sofuoğlu, E. (2023). Türkiye’de yüksek teknoloji, kamu harcamaları, ekonomik büyüme ve beşerî sermaye arasındaki ilişki: Fourier ARDL yaklaşımı. Akademik Araştırmalar ve Çalışmalar Dergisi (AKAD), 15(28), 215-223.
• Söylemez, A. ve Yurttançıkmaz, Z. Ç. (2020). Beşeri sermayenin ekonomik büyüme üzerindeki etkisi: Türkiye üzerine bir inceleme. Atatürk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 24(1), 175-195.
• Tarkar, P. (2020). Impact of COVID-19 pandemic on education system. International Journal of Advanced Science and Technology, 29(9), 3812-3814.
• Taylor, M. (2022). The definitive guide to the log log model. https://www.vexpower.com/brief/log-log-model#:~:text=A%20log%2Dlog%20model%20is,otherwise%20difficult%20to%20measure%20accurately. Erişim Tarihi: 18.01.2024.
• Tchanturia, N., Beridze, T. ve Kurashvili, G. (2015). Features of development of the human capital in Georgia. Procedia - Social and Behavioral Sciences, 213, 580-585.
• Tıraş, H. H. ve Ağır, H. (2018). Sağlık harcamaları ve ekonomik büyüme ilişkisi: panel nedensellik analizi. Gaziantep University Journal of Social Sciences, 17(4), 1558-1573.
• Üzümcü, A. ve Söğüt, Y. (2020). Kamu sağlık harcamaları-iktisadi büyüme ilişkisi: Türkiye üzerine bir inceleme (1983-2019). Ekonomi İşletme Siyaset ve Uluslararası İlişkiler Dergisi, 6(2), 275-295.
• Villela, R. ve Paredes, J. J. (2022). Empirical analysis on public expenditure for education, human capital and economic growth: Evidence from Honduras. Economies, 10(10), 1-13.
• Vysochyna, A. V. ve Jakubowska, A. (2022). Influence of health expenditure on COVID-19 contraction: Theoretical and empirical analysis. Health Economics and Management Review, 1, 51-61.
• Wang, F. (2015). More health expenditure, better economic performance? Empirical evidence from OECD countries. Inquiry, 52,1-5.
• Weil, D. N. (2014). Health and economic growth. In Handbook of economic growth (Vol. 2, pp. 623-682). Elsevier.
• Well, D. N. (2007). Accounting for the effect of health on economic growth. The Quarterly Journal of Economics, 122(3), 1265-1306.
• Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. Second Edition, MIT Press.
• Wyse, A. E., Stickney, E. M., Butz, D., Beckler, A. ve Close, C. N. (2020). The potential impact of COVID‐19 on student learning and how schools can respond. Educational Measurement: Issues and Practice, 39(3), 60-64.
• Yang, X. (2020). Health expenditure, human capital, and economic growth: An empirical study of developing countries. International Journal of Health Economics and Management, 20(2), 163-176.
• Yu, Y., Xinxin, W., Ruoxi, L. ve Tingting, Y. (2023). The mediating role of human capital in the relationship between education expenditure and science and technology innovation: Evidence from China. SocioEconomic Challenges, 7(1), 129-138.
• Zavras, D. ve Chletsos, M. (2023). The impact of the COVID-19 pandemic on catastrophic health expenditure in Greece. National Accounting Review, 5(4), 338-55.
• Zhang, C. ve Zhuang, L. (2011). The composition of human capital and economic growth: Evidence from China using dynamic panel data analysis. China Economic Review, 22(1), 165-171.
• Zhu, N., Zhang, D., Wang, W., Li, X., Yang, B., Song, J. …. Tan, W. (2020). A novel coronavirus from patients with pneumonia in China, 2019. New England Journal of Medicine, 382(8), 727-733.
• Ziberi, B. F., Rexha, D., Ibraimi, X. ve Avdiaj, B. (2022). Empirical analysis of the impact of education on economic growth. Economies, 10(4), 1-10