Macroeconomic determinants of education level: Evidence from selected African oil-exporting countries
Vol 8, Issue 13, 2024
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Abstract
This study examines the relationship between macroeconomic determinants and education levels in eight selected African oil-exporting countries (AOECs) over the period 2000–2022. Drawing on human capital theory, the paper scrutinizes the impact of factors such as income inequality, health outcome, economic growth, human development, unemployment, education expenditure, institutional quality, and energy consumption on education levels. Employing robust estimation techniques such as fixed effects (FE), random effects (RE), pooled mean group (PMG) and cross-section autoregressive distributed lag model (CS-ARDL), the study unveils vital static and dynamic interactions among these determinants and education levels. Findings reveal notable positive and significant connections between education levels and some of the variables—human capital development, institutional quality, government expenditure on education, and energy consumption, while income inequality demonstrates a consistent negative relationship. Unexpectedly, health outcomes exhibit a negative impact on education levels, warranting further investigation. Furthermore, the analysis deepens understanding of long-run and short-run relationships, highlighting, for example, the contradictory impact of gross domestic product (GDP) and unemployment on education levels in AOECs. Finally, the study recommends targeted human development programs, enhanced public investment in education, institutional reforms for good governance, and sustainable energy infrastructure development.
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Adejumo, O. O., Asongu, S. A., & Adejumo, A. V. (2021). Education enrolment rate vs employment rate: Implications for sustainable human capital development in Nigeria. International Journal of Educational Development, 83, 102385. https://doi.org/10.1016/j.ijedudev.2021.102385
Ali, H. A. E. H., & Mahmoud, H. T. (2022). The Relationship between efficiency of education and economic development: A comparative study. The Business and Management Review, 13(02), 187–197. https://doi.org/10.24052/bmr/v13nu02/art-17
Arezki, R., & Brueckner, M. (2021). Between a Rock and a Hard Place: A New Perspective on the Resource Curse. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3867865
Asongu, S. A., & Odhiambo, N. M. (2020). Finance, governance and inclusive education in Sub-Saharan Africa. Social Responsibility Journal, 17(8), 1044–1061. https://doi.org/10.1108/srj-02-2020-0039
Asongu, S. A., Diop, S., & Addis, A. K. (2023). Governance, Inequality and Inclusive Education in Sub-Saharan Africa. Forum for Social Economics, 52(1), 43–68. https://doi.org/10.1080/07360932.2020.1856166
Auty, R. M. (1995). Economic development and the resource curse thesis. In Economic and political reform in developing countries. London: Palgrave Macmillan UK. pp. 58–80.
Bailey, N., Kapetanios, G., & Pesaran, M. H. (2019). Exponent of Cross-sectional Dependence for Residuals. Sankhya B, 81(S1), 46–102. https://doi.org/10.1007/s13571-019-00196-9
Barro, R. J. (2003). Determinants of economic growth in a panel of countries. Annals of economics and finance, 4, 231–274.
Barro, R., & Sala-i-Martin, X. (2004). Economic growth 2rd ed. The MIT Press.
Batool, S. M., & Liu, Z. (2021). Exploring the relationships between socio-economic indicators and student enrollment in higher education institutions of Pakistan. PLOS ONE, 16(12), e0261577. https://doi.org/10.1371/journal.pone.0261577
Becker, G. S. (2009). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago press.
Blomquist, J., & Westerlund, J. (2013). Testing slope homogeneity in large panels with serial correlation. Economics Letters, 121(3), 374–378. https://doi.org/10.1016/j.econlet.2013.09.012
Chudik, A., & Pesaran, M. H. (2015). Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. Journal of Econometrics, 188(2), 393–420. https://doi.org/10.1016/j.jeconom.2015.03.007
Eggoh, J., Houeninvo, H., & Sossou, G. A. (2015). Education, health and economic growth in African countries. Journal of Economic Development, 40(1), 93.
Gumede, V., & Biyase, M. (2016). Educational reforms and curriculum transformation in post-apartheid South Africa. Environmental Economics, 7(2), 69–76.
Hailat, M., & Magableh, S. (2024). The Impact of Socioeconomic Changes on the Educational Outcomes of Refugee Host Populations. Migration Letters, 21(2), 136–154.
Harsono, I., Sutanto, H., Purwadinata, S., et al. (2024). The Effect of Economic Factors, Health Conditions, and Access to Education on Social Inequality and Poverty in West Papua. West Science Social and Humanities Studies, 2(01), 174–181.
Igawa, M., & Managi, S. (2022). Energy poverty and income inequality: An economic analysis of 37 countries. Applied Energy, 306, 118076. https://doi.org/10.1016/j.apenergy.2021.118076
Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of econometrics, 115(1), 53–74.
Imeokparia, L., Peter, O. O., Bello, B. A., et al. (2023). A Panel Analysis of Crude Oil Exports and Poverty Reduction in African Oil Producing Countries: Implication for the Sustainable Development Goal One. International Journal of Energy Economics and Policy, 13(4), 169–174. https://doi.org/10.32479/ijeep.14579
Inglesi-Lotz, R., & Morales, L. D. D. C. (2017). The effect of education on a country’s energy consumption: evidence from developed and developing countries. ERSA work pap, 678.
Jellenz, M., Bobek, V., & Horvat, T. (2020). Impact of Education on Sustainable Economic Development in Emerging Markets—The Case of Namibia’s Tertiary Education System and its Economy. Sustainability, 12(21), 8814. https://doi.org/10.3390/su12218814
Knight, J. B., & Sabot, R. H. (1983). Educational expansion and the Kuznets effect. The American Economic Review, 73(5), 1132–1136.
Koh, S. G., Lee, G. H., & Siah, A. K. (2022). The resurgence of income inequality in Asia-Pacific: The role of trade openness, educational attainment and institutional quality. Jurnal Ekonomi Malaysia, 56(3), 11–27. https://doi.org/10.17576/jem-2022-5603-01
Liu, F., Li, L., Zhang, Y., et al. (2021). Role of education in poverty reduction: macroeconomic and social determinants form developing economies. Environmental Science and Pollution Research, 28(44), 63163–63177. https://doi.org/10.1007/s11356-021-15252-z
Mincer, J. A. (1974). The human capital earnings function. In Schooling, experience, and earnings. NBER. pp. 83–96.
Mulliqi, A., Adnett, N., & Hisarciklilar, M. (2019). Human capital and exports: A micro-level analysis of transition countries. The Journal of International Trade & Economic Development, 28(7), 775–800. https://doi.org/10.1080/09638199.2019.1603319
Ngepah, N., Makgalemele, T., & Saba, C. S. (2023). The relationship between education and vulnerability to poverty in South Africa. Economic Change and Restructuring, 56(1), 633–656. https://doi.org/10.1007/s10644-022-09439-8
Njifen, I. (2024). Sub-Saharan Africa’s higher education: investment decisions on human capital in the presence of youth unemployment. Studies in Higher Education, 49(2), 351–367. https://doi.org/10.1080/03075079.2023.2234397
Osiobe, E. U. (2019). A Literature Review of Human Capital and Economic Growth. Business and Economic Research, 9(4), 179–196. https://doi.org/10.5296/ber.v9i4.15624
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. Portico. https://doi.org/10.1002/jae.951
Pesaran, M. H. (2015). Testing Weak Cross-Sectional Dependence in Large Panels. Econometric Reviews, 34(6–10), 1089–1117. https://doi.org/10.1080/07474938.2014.956623
Pesaran, M. H., & Smith, R. (1995). The role of theory in econometrics. Journal of econometrics, 67(1), 61–79.
Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50–93. https://doi.org/10.1016/j.jeconom.2007.05.010
Raifu, I. A., Nnadozie, O. O., & Opeloyeru, O. S. (2021). The Role of Institutional Quality in the Human Capital-Economic Growth Nexus in Nigeria: Evidence from Aggregate and Gender Perspective. Journal of Economic Development, 46(4), 157–188.
Sart, G., Bayar, Y., Sezgin, F. H., et al. (2022). Impact of Educational Attainment on Renewable Energy Use: Evidence from Emerging Market Economies. Energies, 15(7), 2695. https://doi.org/10.3390/en15072695
Schultz, T. W. (1961). Investment in human capital. The American economic review, 51(1), 1–17.
Swamy, P. A. V. B. (1970). Efficient Inference in a Random Coefficient Regression Model. Econometrica, 38(2), 311, 311–323. https://doi.org/10.2307/1913012
UNDP. (2019). Multi-Dimensional Poverty. Available online: https://www.undp.org/content/undp/en/home/sustainable-development goals/goal-1-nopoverty.html (accessed on 5 June 2023).
World Bank. (2021). World Development Indicators. Available online: https://data.worldbank.org/data-catalog/world-developmentindicators (accessed on 5 June 2023).
DOI: https://doi.org/10.24294/jipd8513
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