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

Year 2024, Volume: 26 Issue: 3, 893 - 914
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.

References

  • 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.
  • Bundesministerium für Bildung und Forschung. (2022). *Bildung und Forschung in Zahlen*. Retrieved from [https://www.bmbf.de](https://www.bmbf.de). 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.
  • European Commission. (2021). Education and Training Monitor 2021 – Germany. Retrieved from [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]
  • European Commission. (2021). Education and Training Monitor 2021 – Spain. Retrieved from [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]
  • European Commission. (2021). Education and Training Monitor 2021 – Italy. Retrieved from [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.
  • Krueger, A. B., & Lindahl, M. (2001). Education for Growth: Why and For Whom? Journal of Economic Literature, 39(4), 1101-1136.
  • 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).
  • OECD. (2021). Education at a Glance 2021: OECD Indicators. Retrieved from [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/] Pérez-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.
  • 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).

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

Year 2024, Volume: 26 Issue: 3, 893 - 914
https://doi.org/10.26745/ahbvuibfd.1539155

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.

References

  • 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.
  • Bundesministerium für Bildung und Forschung. (2022). *Bildung und Forschung in Zahlen*. Retrieved from [https://www.bmbf.de](https://www.bmbf.de). 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.
  • European Commission. (2021). Education and Training Monitor 2021 – Germany. Retrieved from [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]
  • European Commission. (2021). Education and Training Monitor 2021 – Spain. Retrieved from [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]
  • European Commission. (2021). Education and Training Monitor 2021 – Italy. Retrieved from [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.
  • Krueger, A. B., & Lindahl, M. (2001). Education for Growth: Why and For Whom? Journal of Economic Literature, 39(4), 1101-1136.
  • 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).
  • OECD. (2021). Education at a Glance 2021: OECD Indicators. Retrieved from [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/] Pérez-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.
  • 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).
There are 29 citations in total.

Details

Primary Language English
Subjects Microeconomics (Other)
Journal Section Main Section
Authors

Hasan Çebi Bal 0000-0002-9568-6740

Meryem Yılmaz 0000-0002-1620-0184

Early Pub Date December 15, 2024
Publication Date
Submission Date August 30, 2024
Acceptance Date November 29, 2024
Published in Issue Year 2024 Volume: 26 Issue: 3

Cite

APA Bal, H. Ç., & Yılmaz, M. (2024). Do Education Expenditures Affect Economic Growth? Testing With Panel Data Analysis Method. Ankara Hacı Bayram Veli Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 26(3), 893-914. https://doi.org/10.26745/ahbvuibfd.1539155