Differentiated Impact of Higher Education by Gender, Age, and Income Level on Economic Growth: Evidence for OECD Countries

Authors

https://doi.org/10.17583/remie.15206

Keywords:


Downloads

Type:

Text

Abstract

This research analyzes the differentiated impact of tertiary education by gender, age (youth or adult), and per capita income level through sixteen regression models with balanced panel data. Among the main results, women impact Gross Domestic Product per Capita (GDPpC) more than men; the results also differ according to income level. Young people contribute the most significant economic benefits, while in low-income countries, adults negatively impact the economy (the percentage is insignificant compared to present economic externalities). On the contrary, adults in high-income countries contribute a little to the economy (the initial investment of human capital depreciates with age). It is challenging to generalize the impact of tertiary education in all countries because it depends on differences by gender, age, and per capita income level. It is necessary to establish public policies reinforcing and strengthening higher education to achieve economic growth. Public policies must strive to reduce inequality in higher education and economic inequality among the members of the Organization for Economic Cooperation and Development (OECD).

Downloads

Download data is not yet available.

References

Aghion P., B. L. , H. C. , & V. J. (2009). The Causal Impact of Education on Economic Growth: Evidence from U.S. Brookings Papers on Economic Activity, 1(1), 1–73. https://scholar.harvard.edu/files/aghion/files/causal_impact_of_education.pdf

Google Scholar Crossref

Alarcón, F., Calderón, D., Paz, V., Pintado, S., Salinas, M. V., & Rada, N. (2020). Relación entre las pruebas de educación pisa y el Crecimiento económico. Análisis transversal, 2018 (trabajo de fin de curso). In Universidad de Lima, Facultad de Ciencias Empresariales y Económicas, Carrera de Economía. Universidad de Lima. https://hdl.handle.net/20.500.12724/12212

Google Scholar Crossref

Arranz, M., Guisán, M. del C., & Freire, M. J. (2001). Un análisis internacional de las relaciones de la educación, el crecimiento y el empleo. Investigación Económica. Investigación Económica, LXI(235), 45–63. http://www.scielo.org.mx/pdf/ineco/v61n235/0185-1667-ineco-61-235-45.pdf

Google Scholar Crossref

Azzahra, A., Rahayu, R., Marlina, N. S., Saebah, N., & Saputro, W. E. (2024). The Role of Education in Economic Growth and Breaking the Chain of Poverty in Indonesia. Journal of Management, Economic, and Financial, 2(2), 55–63. https://doi.org/10.46799/jmef.v2i2.31

Google Scholar Crossref

Bacovic, M., Andrijasevic, Z., & Pejovic, B. (2022). STEM Education and Growth in Europe. Journal of the Knowledge Economy, 13(3), 2348–2371. https://doi.org/10.1007/s13132-021-00817-7

Google Scholar Crossref

Barro, R. (1996). Determinants of Economic Growth: A Cross-Country Empirical Study (5698). https://doi.org/10.3386/w5698

Google Scholar Crossref

Barro, R. (2002). Education as a Determinant of Economic Growth. In E. P. Lazear (Ed.), Education in the Twenty-First Century. Hoover Institution Press.

Google Scholar Crossref

Barro, R. J. (1991). Economic Growth in a Cross Section of Countries. The Quarterly Journal of Economics, 106(2), 407–443. https://www.jstor.org/stable/2937943

Google Scholar Crossref

Becker, G. S. (1993). Human Capital Revisited. In Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (Third Edition, pp. 15–28). The University of Chicago Press.

Google Scholar Crossref

Becker, G. S., & Murphy, K. M. (1993). The Division of Labor, Coordination Costs, and Knowledge. In Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education (Third edition, pp. 299–322). The University of Chicago Press.

Google Scholar Crossref

Becker, G. S., Murphy, K. M., & Tamura, R. (1993). Human Capital, Fertility, and Economic Growth. In Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education (Third Edition, pp. 323–350). The University of Chicago Press.

Google Scholar Crossref

Ben-Porath, Y. (1967). The Production of Human Capital and the Life Cycle of Earnings. Journal of Political Economy, 75(4), 352–365. http://www.jstor.org/stable/1828596

Google Scholar Crossref

Breton, T. R. (2013). The role of education in economic growth: theory, history and current returns. Educational Research, 55(2), 121–138. https://doi.org/10.1080/00131881.2013.801241

Google Scholar Crossref

Chatterji, M. (1998). Tertiary Education and Economic Growth. Regional Studies, 32(4), 349–354. https://doi.org/10.1080/00343409850117807

Google Scholar Crossref

Croissant, Y., Millo, G., & Tappe, K. (2006). plm: Linear Models for Panel Data. In CRAN: Contributed Packages. https://doi.org/10.32614/CRAN.package.plm

Google Scholar Crossref

Dang, Y. (2022). Comparing the Determines of Economic Growth of 5 Developed Countries and China . Journal of Sociology and Ethnology, 4(3), 56–63. https://doi.org/10.23977/jsoce.2022.040307

Google Scholar Crossref

Denison, E. F. (1962). United States Economic Growth. The Journal of Business, 35(2), 109–121. http://www.jstor.org/stable/2350504

Google Scholar Crossref

Encinas-Martín, M., & Cherian, M. (2023). Gender, Education and Skills. OECD. https://doi.org/10.1787/34680dd5-en

Google Scholar Crossref

Escamilla-Mejía, M. G., Aali-Bujari, A., & Venegas-Martínez, F. (2023). Obsolescence of Higher Education after 30 Years and its Negative Impact on Economic Growth in OECD Countries. Review of Economics and Finance, 21, 2079–2085.

Google Scholar Crossref

Feng, G., Gao, J., & Peng, B. (2019). An Integrated Panel Data Approach to Modelling Economic Growth. In Journal of Econometrics. https://www.researchgate.net/publication/331888220_An_Integrated_Panel_Data_Approach_to_Modelling_Economic_Growth

Google Scholar Crossref

Guisán, M. C., Rodríguez, X. A., & Neira, I. (1998). Educación, empleo y crecimiento económico. Un análisis comparativo de España con el resto del mundo (33). http://www.usc.es/economet/aeeadepdf/aeeade33.pdf

Google Scholar Crossref

Gujarati, D. N., & Porter, D. C. (2010). Econometría (Quinta edición). Mc Graw Hill Educación.

Google Scholar Crossref

Jin, J. C., & Kim, D.-A. (2024). Education and economic growth: Does the East Asian education fever overstate the growth effect? Journal of Government and Economics, 15, 100121. https://doi.org/https://doi.org/10.1016/j.jge.2024.100121

Google Scholar Crossref

Kopycka, K. (2021). Higher education expansion, system transformation, and social inequality. Social origin effects on tertiary education attainment in Poland for birth cohorts 1960 to 1988. Higher Education, 81(3), 643–664. https://doi.org/10.1007/s10734-020-00562-x

Google Scholar Crossref

Liao, L., Du, M., Wang, B., & Yu, Y. (2019). The Impact of Educational Investment on Sustainable Economic Growth in Guangdong, China: A Cointegration and Causality Analysis. Sustainability, 11(3), 766. https://doi.org/10.3390/su11030766

Google Scholar Crossref

Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7

Google Scholar Crossref

Maneejuk, P., & Yamaka, W. (2021). The Impact of Higher Education on Economic Growth in ASEAN-5 Countries. Sustainability, 13(2), 520. https://doi.org/10.3390/su13020520

Google Scholar Crossref

Neira, I., & Guisán, Ma. del C. (2002). Modelos de capital humano y crecimiento económico: efecto, inversión y otros efectos indirectos (62). http://www.usc.es/economet/aeeadepdf/aeeade62.pdf

Google Scholar Crossref

Nikolli, E., & Shehu, E. (2022). Relationship between education and economic growth: The Case of Albania. Economicus, 21, 101–115. https://uet.edu.al/economicus/wp-content/uploads/2022/05/economicus-21_9.pdf

Google Scholar Crossref

OECD. (2021). Population with tertiary education. In Education attainment. OECD. https://doi.org/10.1787/0b8f90e9-en

Google Scholar Crossref

Oficina Económica y Comercial de España en Roma. (2022). Informe económico y comercial Italia. https://www.icex.es/content/dam/es/icex/documentos/quienes-somos/donde-estamos/red-exterior/italia/DOC2022907785.pdf

Google Scholar Crossref

Psacharopoulos, G. (1972). The Economic Returns to Higher Education in Twenty-Five Countries. Higher Education, 1(2), 141–158. http://www.jstor.org/stable/3445628

Google Scholar Crossref

Rebelo, S. (1991). Long-Run Policy Analysis and Long-Run Growth. Journal of Political Economy, 99(3), 500–521. https://doi.org/10.1086/261764

Google Scholar Crossref

Rodrigues, M., & Souza, D. (2021). Education quality and the empirics of economic growth: reconciling Mankiw-Romer-Weil estimates with microeconometric evidence. Applied Economics Letters, 28(6), 470–476. https://doi.org/10.1080/13504851.2020.1761524

Google Scholar Crossref

Romer, P. M. (1986). Increasing Returns and Long-Run Growth. Journal of Political Economy, 94(5), 1002–1037. http://www.jstor.org/stable/1833190

Google Scholar Crossref

Romer, P. M. (1990). Endogenous Technological Change. Journal of Political Economy, 98(5), S71–S102. http://www.jstor.org/stable/2937632

Google Scholar Crossref

Sala-I-Martin, X. X. (1997). I Just Ran Two Million Regressions. The American Economic Review, 87(2), 178–183. http://www.jstor.org/stable/2950909

Google Scholar Crossref

Schultz, T. W. (1961). Investment in Human Capital. The American Economic Review, 51(1), 1–17. http://www.jstor.org/stable/1818907

Google Scholar Crossref

Stenberg, A. (2022). Does formal education for adults yield long-term multiplier effects or human capital depreciation? Economics of Education Review, 90, 102306. https://doi.org/10.1016/j.econedurev.2022.102306

Google Scholar Crossref

Terrones, M., & Calderón, C. (1993). Educación, capital humano y crecimiento económico: El caso de América Latina. Economia, 16(31), 23–69. https://revistas.pucp.edu.pe/index.php/economia/article/view/449

Google Scholar Crossref

Torres-Reyna, O. (2010). Getting Started in Fixed/Random Effects Models using R/RStudio. Princeton edu.

Google Scholar Crossref

Trinh, N. T. H. (2023). Higher Education and Its Role for National Development. A Research Agenda with Bibliometric Analysis. Interchange, 54(2), 125–143. https://doi.org/10.1007/s10780-023-09493-9

Google Scholar Crossref

UNESCO. (2016). Education 2030: Incheon Declaration and Framework for Action for the implementation of Sustainable Development Goal 4: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all (ED-2016/WS/28). https://unesdoc.unesco.org/ark:/48223/pf0000245656_spa

Google Scholar Crossref

United Nations. (2018). Sustainable Development Goals .

Google Scholar Crossref

Valero, A., & Van Reenen, J. (2019). The economic impact of universities: Evidence from across the globe. Economics of Education Review, 68, 53–67. https://doi.org/https://doi.org/10.1016/j.econedurev.2018.09.001

Google Scholar Crossref

Wang, Y., & Liu, S. (2016). Education, Human Capital and Economic Growth: Empirical Research on 55 Countries and Regions (1960-2009). Theoretical Economics Letters, 06(02), 347–355. https://doi.org/10.4236/tel.2016.62039

Google Scholar Crossref

World Bank. (2021). GDP per capita, PPP (constant 2017 international). World Bank.

Google Scholar Crossref

Xu, W., & Xu, Q. (2025). Higher education expansion, economic reform, and the change of college wage premium in urban China (1986–2019): An age-period-cohort analysis. Social Science Research, 126, 103127. https://doi.org/10.1016/j.ssresearch.2024.103127

Google Scholar Crossref

Downloads

Published

2025-02-15

Almetric

Dimensions

How to Cite

Escamilla-Mejía, M. G. ., Alfaro Ponce, B., Aali-Bujari, A. ., & Hernández-Veleros, Z. S. . (2025). Differentiated Impact of Higher Education by Gender, Age, and Income Level on Economic Growth: Evidence for OECD Countries. Multidisciplinary Journal of Educational Research, 15(1), 72–90. https://doi.org/10.17583/remie.15206

Issue

Section

Articles