Do Education Expenditures Affect Economic Growth? Testing With Panel Data Analysis Method

Year 2024, , 893 - 914, 25.12.2024

Hasan Çebi Bal , Meryem Yılmaz

https://doi.org/10.26745/ahbvuibfd.1539155

Abstract

Abstract
The study aimed to examine whether education expenditures, basic education expenditures, secondary education expenditures and advanced education expenditures affect economic growth. In the study covering the duration 1990-2023, 6 major economies with complete data were considered. The econometric analysis first started with the correlation test of the series, and in the presence of correlation, the second-generation unit root test was applied, and in the absence of correlation, the first generation unit root test was applied. The presence of a cointegrated relationship in our research model allowed us to make long-term coefficient estimation. According to long-term coefficients, education expenditures, advanced and secondary education expenditures negatively affect economic growth; basic education expenditures have a positive impact. According to Dumitrescu and Hurlin Panel causality test; While a one-way causality relationship was detected between education expenditures, basic education expenditures, secondary education expenditures and economic growth; A bidirectional causality relationship was found between further education expenditures and economic growth.

Keywords

Education Expenditures, Human Capital, Economic Growth, Panel Data Analysis.

Eğitim Harcamaları Ekonomik Büyümeyi Etkiliyor Mu? Panel Veri Analiz Yöntemi ile Test Edilmesi

Abstract

Çalışmada; eğitim harcamalarının, temel eğitim harcamalarının, orta eğitim harcamalarının ve ileri eğitim harcamalarının ekonomik büyümeyi etkileyip etkilemediğinin incelenmesi amaçlanmıştır. 1990-2023 dönemini kapsayan bu çalışmada, verileri tam olan 6 büyük ekonomi ele alınmıştır. Ekonometrik analize ilk olarak serilere ait korelasyon testi ile başlanmış olup, korelasyon varlığında ikinci nesil, korelasyon yokluğunda birinci nesil birim kök testi uygulanmıştır. Araştırma modelimizde eş bütünleşik ilişkinin bulunmuş olması, uzun dönem katsayı tahmini yapmamıza olanak sağlamıştır. Uzun dönem katsayılarına göre eğitim harcamaları, ileri ve orta eğitim harcamaları ekonomik büyümeyi negatif etkilemekte; temel eğitim harcamaları ise pozitif etkilemektedir. Dumitrescu ve Hurlin Panel nedensellik testine göre; eğitim harcamaları, temel eğitim harcamaları ve orta eğitim harcamaları ile ekonomik büyüme arasında tek yönlü nedensellik ilişkisi tespit edilirken; ileri eğitim harcamaları ve ekonomik büyüme arasında çift yönlü nedensellik ilişkisine rastlanmıştır.

Keywords

Eğitim harcamaları, Beşerî Sermaye, Ekonomik Büyüme, Panel Veri Analizi.

References

• Aghion, P., Boustan, L., Hoxby, C., & Vandenbussche, J. (2009). The causal impact of education on economic growth: Evidence from US. Brookings Papers on Economic Activity, 2009(1), 1-73.
• Altun, A. (2010). Kanada’daki medya okuryazarlığı eğitimi üzerine bir değerlendirme. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 10 (2), 41-57.
• Barro, R. J. (1991). Statistics Canada. (2022). Educational Expenditure in Canada. Retrieved from [https://www.statcan.gc.ca] (https://www.statcan.gc.ca) Barro, R. J. (1991). (Economic Growth in a Cross Section of Countries. Quarterly Journal of Economics, 106(2), 407-443.
• Bayraktar, Y., Dündar, N., & Özyılmaz, A. (2022). The relationship between R&D expenditures and economic growth in BRICS-T countries. Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi, 17(3), 893-910.
• Bayraktar, Y., Ozyılmaz, A., & Toprak, M. (2017). Regional analysis of impact of employment on inequality and growth in information and technology intensive sectors. Journal of Economics Finance and Accounting, 4(2), 209-216.
• Bayraktar, Y., Ozyilmaz, A., Toprak, M., Olgun, M. F., & Isik, E. (2023). The role of institutional quality in the relationship between financial development and economic growth: Emerging markets and middle-income economies. Borsa Istanbul Review, 23(6), 1303-1321.
• Bundesministerium für Bildung und Forschung. (2022). *Bildung und Forschung in Zahlen*. Retrieved from [https://www.bmbf.de](https://www.bmbf.de) Büyükakın, F., & Jallow, L. (2019). Ticari açıklık ile ekonomik büyüme arasındaki ilişkinin değerlendirilmesi: Gambiya örneği. Iğdır Üniversitesi Sosyal Bilimler Dergisi, (EK SAYI (2019)), 441-475.
• Cahuc, P., & Zylberberg, A. (2004). Labor Economics. MIT Press. Checchi, D. (2006). The economics of education: Human capital, family background and inequality. Cambridge University Press. Canadian Council on Learning. (2021). The State of Early Childhood Education in Canada. Retrieved from [https://www.ccl-cca.ca](https://www.ccl-cca.ca) Ciccone, A., & Papaioannou, E. (2009). Human capital, the structure of production, and growth. The Review of Economics and Statistics, 91(1), 66-82.
• Council of Ministers of Education, Canada. (2022). Education in Canada: An Overview. Retrieved from [https://www.cmec.ca](https://www.cmec.ca) De la Fuente, A., & Doménech, R. (2006). Human capital in growth regressions: How much difference does data quality make? Journal of the European Economic Association, 4(1), 1-36.
• Dündar, N., & Bayraktar, Y. (2024). Panel data analysis of export structure and growth: Case of BRICS-T countries. İstanbul İktisat Dergisi, 74(1), 99-120.
• European Commission. (2021). Education and Training Monitor 2021 – Germany. Retrieved from [https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en](https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en)
• European Commission. (2021). Education and Training Monitor 2021 – France. Retrieved from [https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en](https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en)
• European Commission. (2021). Education and Training Monitor 2021 – Spain. Retrieved from [https://ec.europa.eu/education/policy/strategic-framework/et monitor_en](https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en)
• European Commission. (2021). Education and Training Monitor 2021 – Sweden. Retrieved from https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en](https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en)
• European Commission. (2021). Education and Training Monitor 2021 – Italy. Retrieved from [https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en](https://ec.europa.eu/education/policy/strategic-framework/et-monitor_en)
• Erden, A. (2009). Karşılaştırmalı eğitim sistemleri, Fransa eğitim sistemi. Balcı, A. (Ed.) Ankara: Pegem A. Yayıncılık. Federal Ministry of Education and Research. (2022). Higher Education in Germany. Retrieved from [https://www.bmbf.de](https://www.bmbf.de) Garcia, C., & Martinez, P. (2020). The Canadian Education System: Structure, Financing, and Future Challenges. Journal of Education Policy, 35(4), 543-560.
• Hanushek, E. A., & Kimko, D. D. (2000). Schooling, Labor-Force Quality, and the Growth of Nations. American Economic Review, 90(5), 1184-1208.
• Hanushek, E. A., & Woessmann, L. (2020). The economic impacts of learning losses. OECD Education Working Papers, No. 225.
• Institut National de la Statistique et des Études Économiques (INSEE). (2022). Les dépenses d'éducation en France. Retrieved from [https://www.insee.fr](https://www.insee.fr) Instituto Nacional de Estadística (INE). (2022). Estadística de Gasto Público en Educación. Retrieved from [https://www.ine.es](https://www.ine.es) İncekara, S. (2006). Türkiye’de ve Kanada’da ortaöğretim coğrafya eğitim ve öğretiminin müfredat, metot ve araçgereçler açısından değerlendirilmesi. (Yayımlanmamış doktora tezi). Marmara Üniversitesi, Eğitim Bilimleri Enstitüsü, İstanbul.
• Karakurt, B., Şahingöz, A. G. B., Şentürk, N. K., & Şentürk, S. H. Dış Borç, Dış Borç Servisi ve Ekonomik Büyüme İlişkisi: Fourier ADL Eşbütünleşme Analizi ile Türkiye İncelemesi. Prof. Dr. Birol Karakurt/Arş. Gör. Burak Şahingöz/Doç. Dr. Nazlı Keyifli Şentürk/Prof. Dr. Suat Hayri Şentürk, 3.
• Keyifli, N., & Recepoğlu, M. (2020). Sağlik Harcamalari, Co2 Emisyonu, Yenilenebilir Enerji Tüketimi ve Ekonomik Büyüme: Bootstrap Panel Nedensellik Testinden Kanitlar. Karadeniz Teknik Üniversitesi Sosyal Bilimler Enstitüsü Sosyal Bilimler Dergisi, 10(20), 285-305.
• Krueger, A. B., & Lindahl, M. (2001). Education for Growth: Why and For Whom? Journal of Economic Literature, 39(4), 1101-1136. Liu, X., & Li, D. (2023). Analysis of the VAR as a tool to investigate the impact of higher education on economic growth in Macau in the period 2000–2019. Economic research-Ekonomska istraživanja, 36(2).
• Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A Contribution to the Empirics of Economic Growth. Quarterly Journal of Economics, 107(2), 407-437.
• Meghir, C., & Palme, M. (2005). Educational reform, ability, and family background. American Economic Review, 95(1), 414-424.
• Ministère de l'Éducation Nationale et de la Jeunesse. (2022). Le système éducatif en France. Retrieved from [https://www.education.gouv.fr](https://www.education.gouv.fr)
• Ministère de l'Enseignement Supérieur, de la Recherche et de l'Innovation. (2022). L'enseignement supérieur en France. Retrieved from [https://www.enseignementsup-recherche.gouv.fr](https://www.enseignementsup-recherche.gouv.fr)
• Ministerio de Educación y Formación Profesional. (2022). Datos y cifras del curso escolar 2021/2022. Retrieved from [https://www.educacionyfp.gob.es](https://www.educacionyfp.gob.es)
• Ministerio de Universidades. (2022). Higher Education in Spain. Retrieved from [https://www.universidades.gob.es](https://www.universidades.gob.es)
• Ministero dell'Istruzione. (2022). Dati e cifre dell'istruzione in Italia. Retrieved from [https://www.istruzione.it](https://www.istruzione.it)
• Munyo, I., & Veiga, L. (2024). Entrepreneurship and economic growth. Journal of the Knowledge Economy, 15(1), 319-336.
• OECD. (2021). Education at a Glance 2021: OECD Indicators. Retrieved from [https://www.oecd.org/education/education-at-a-glance/](https://www.oecd.org/education/education-at-a-glance/) Organisation for Economic Co-operation and Development. (2021). Education at a Glance 2021: OECD Indicators. Retrieved from [https://www.oecd.org/education/education-at-a-glance/](https://www.oecd.org/education/education-at-a-glance/)
• Ozyilmaz, A., Bayraktar, Y., Isik, E., Toprak, M., Er, M. B., Besel, F., ... & Collins, S. (2022). The relationship between health expenditures and economic growth in EU countries: Empirical evidence using panel fourier toda–yamamoto causality test and regression models. International Journal of Environmental Research and Public Health, 19(22), 15091.
• 0147Pérez-Díaz, V., & Rodríguez, J. C. (2011). The transformation of the Spanish university system: From the Franco dictatorship to democracy. Higher Education, 61(1), 49-77.
• Rasool, H., Maqbool, S., & Tarique, M. (2021). The relationship between tourism and economic growth among BRICS countries: a panel cointegration analysis. Future Business Journal, 7(1), 1.
• Riddell, W. C. (2006). The impact of education on economic and social outcomes: An overview of recent advances in economics. Canadian Policy Research Networks. Schneider, S. L. (2019).
• Skolverket. (2022). Education in Sweden. Retrieved from [https://www.skolverket.se](https://www.skolverket.se) Springer. Stark, A. (2007). Which fields pay, which fields don’t? An examination of the returns to university education in Canada by detailed field of study. Department of Economics, University of British Columbia.
• Statistics Sweden (SCB). (2022). Educational Expenditure in Sweden. Retrieved from [https://www.scb.se](https://www.scb.se)
• Statistisches Bundesamt. (2022). Bildungsausgaben in Deutschland. Retrieved from [https://www.destatis.de](https://www.destatis.de)
• The international standard classification of education 2011 and its application in cross-national surveys. In Cross-National Research in Education (pp. 95-114).
• Università degli Studi di Roma. (2022). Higher Education in Italy. Retrieved from [https://www.uniroma1.it](https://www.uniroma1.it)
• Zhu, Y., Bashir, S., & Marie, M. (2022). Assessing the relationship between poverty and economic growth: does sustainable development goal can be achieved?. Environmental Science and Pollution Research, 29(19), 27613-27623