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Education and economic growth in South Africa: An empirical investigation

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  • Odhiambo, Nicholas M
Abstract
This paper examines the dynamic causal relationship between education and economic growth in South Africa using annual time-series data from 1986-2017. The study attempts to answer one critical question: Does education, which is one of the priority sectors in South Africa, drive economic growth? Unlike some of the previous studies, this study uses three proxies to measure the level of education in South Africa, namely: education expenditure, primary school enrolments, and secondary school enrolments. In addition, the study uses two variables, namely: investment and labour, as intermittent variables between the various proxies of education and economic growth ? thereby estimating a system of multivariate Granger-causality models. Using the ARDL-bounds testing approach, the study finds that the causal relationship between education and economic growth is dependent on the variable used to measure the level of education. In addition, the causality tends to change over time. When education expenditure is used as a proxy, a unidirectional causal flow from economic growth to education is found to prevail both in the short run and in the long run. When primary school enrolment is used as a proxy, a unidirectional causal flow from economic growth to education is also found to prevail, but only in the short run. However, when secondary school enrolment is used as a proxy, education is found to Granger-cause economic both in the short run and in the long run, but economic growth is also found to Granger-cause education in the short run. Overall, the study finds the causal flow from economic growth to education to supersede the causal flow from education to economic growth. Policy implications are discussed.

Suggested Citation

  • Odhiambo, Nicholas M, 2020. "Education and economic growth in South Africa: An empirical investigation," Working Papers 27166, University of South Africa, Department of Economics.
    • Handle: RePEc:uza:wpaper:27166
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    1. G. Agiomirgianakis & D. Asteriou & V. Monastiriotis, 2002. "Human capital and economic growth revisited: A dynamic panel data study," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 8(3), pages 177-187, August.
    2. Narayan, Paresh Kumar & Smyth, Russell, 2008. "Energy consumption and real GDP in G7 countries: New evidence from panel cointegration with structural breaks," Energy Economics, Elsevier, vol. 30(5), pages 2331-2341, September.
    3. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Inequality thresholds, governance and gender economic inclusion in sub-Saharan Africa," International Review of Applied Economics, Taylor & Francis Journals, vol. 34(1), pages 94-114, January.
    4. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    5. Laura Marquez-Ramos & Estefanía Mourelle, 2019. "Education and economic growth: an empirical analysis of nonlinearities," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 27(79), pages 21-45, August.
    6. Simplice Asongu & Nicholas Odhiambo, 2020. "Thresholds of income inequality that mitigate the role of gender inclusive education in promoting gender economic inclusion in sub-Saharan Africa," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 17(1), pages 106-126, January.
    7. Asongu, Simplice A. & Orim, Stella-Maris I. & Nting, Rexon T., 2019. "Inequality, information technology and inclusive education in sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 380-389.
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Basic formal education quality, information technology, and inclusive human development in sub‐Saharan Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(3), pages 419-428, May.
    10. Luxolo Malangeni & Andrew Phiri, 2017. "Education and economic growth in post-Apartheid South Africa," Working Papers 1716, Department of Economics, Nelson Mandela University, revised Dec 2017.
    11. Yousif Khalifa Al-Yousif, 2008. "Education expenditure and economic growth:some empirical evidence from the GCC countries," Journal of Developing Areas, Tennessee State University, College of Business, vol. 42(1), pages 69-80, September.
    12. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    13. Simplice A. Asongu & Vanessa S. Tchamyou, 2019. "Foreign Aid, Education and Lifelong Learning in Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(1), pages 126-146, March.
    14. Ramazan Sari & Ugur Soytas, 2006. "Income and Education in Turkey: A Multivariate Analysis," Education Economics, Taylor & Francis Journals, vol. 14(2), pages 181-196.
    15. Vanessa S. Tchamyou & Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "The Role of ICT in Modulating the Effect of Education and Lifelong Learning on Income Inequality and Economic Growth in Africa," African Development Review, African Development Bank, vol. 31(3), pages 261-274, September.
    16. Malangeni, Luxolo & Phiri, Andrew, 2017. "Education and economic growth in post-Apartheid South Africa: An ARDL approach," MPRA Paper 83017, University Library of Munich, Germany.
    17. Asteriou, D. & Agiomirgianakis, G. M., 2001. "Human capital and economic growth: Time series evidence from Greece," Journal of Policy Modeling, Elsevier, vol. 23(5), pages 481-489, July.
    18. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    19. Elizabeth Asiedu, 2014. "Does Foreign Aid In Education Promote Economic Growth? Evidence From Sub-Saharan Africa," Journal of African Development, African Finance and Economic Association (AFEA), vol. 16(1), pages 37-59.
    20. Asongu, Simplice A. & Odhiambo, Nicholas M., 2020. "Inequality and gender inclusion: Minimum ICT policy thresholds for promoting female employment in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 44(4).
    21. Nicholas M Odhiambo, 2016. "Coal consumption and economic growth in South Africa: An empirical investigation," Energy & Environment, , vol. 27(2), pages 215-226, March.
    22. Bogdan Oancea & Richard Pospíšil & Raluca Mariana Drăgoescu, 2017. "Higher Education and Economic Growth. A Comparison between Czech Republic and Romania," Prague Economic Papers, Prague University of Economics and Business, vol. 2017(4), pages 467-486.
    23. Nicholas Odhiambo, 2015. "Government Expenditure and Economic Growth in South Africa: an Empirical Investigation," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 43(3), pages 393-406, September.
    24. Paresh Kumar Narayan & Russell Smyth, 2006. "Higher Education, Real Income and Real Investment in China: Evidence From Granger Causality Tests," Education Economics, Taylor & Francis Journals, vol. 14(1), pages 107-125.
    25. Phouphet Kyophilavong & Keiichi Ogawa & Byoungki Kim & Khamlusa Nouansavanh, 2018. "Does Education Promote Economic Growth in Lao PDR?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 52(2), pages 1-11, April-Jun.
    26. Lingaraj MALLICK & Devi Prasad DASH, 2015. "Does Expenditure on Education Affect Economic Growth in India? Evidence from Cointegration and Granger Causality Analysis," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(605), W), pages 63-74, Winter.
    27. Panagiotis Pegkas & Constantinos Tsamadias, 2014. "Does Higher Education Affect Economic Growth? The Case of Greece," International Economic Journal, Taylor & Francis Journals, vol. 28(3), pages 425-444, September.
    28. repec:agr:journl:v:4(605):y:2015:i:4(605):p:63-74 is not listed on IDEAS
    29. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    30. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    31. Aka, Bédia F. & Dumont, J.C., 2008. "HEALTH, EDUCATION AND ECONOMIC GROWTH: TESTING FOR LONG-RUN RELATIONSHIPS AND CAUSAL LINKS in the United States," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(2), pages 101-110.
    32. Self, Sharmistha & Grabowski, Richard, 2004. "Does education at all levels cause growth? India, a case study," Economics of Education Review, Elsevier, vol. 23(1), pages 47-55, February.
    33. Abdul Abdullah & Hristos Doucouliagos & Elizabeth Manning, 2015. "Does Education Reduce Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 301-316, April.
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    Cited by:

    1. Akingbade U. Aimola & Nicholas M. Odhiambo, "undated". "Public Debt and Inflation: Empirical Evidence from Ghana," Working Papers AESRIWP06, African Economic and Social Research Institute (AESRI).
    2. Oscar Hernán Cerquera Losada & María de los Ángeles Clavijo Tovar & Carla Yanella Pérez Peña, 2022. "Capital humano y crecimiento económico: evidencia empírica para Suramérica," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 41(73), pages 143-167, February.
    3. Vivian Thuso Molaodi, 2022. "Assessing the effect of education levels on economic growth in South Africa," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(10), pages 366-374, December.
    4. Aimola, Akingbade U & Odhiambo, Nicholas M, 2021. "Public debt and inflation: Empirical evidence from Ghana," Working Papers 27063, University of South Africa, Department of Economics.

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