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Human Capital Development and Economic Growth in BRICS Countries: Controlling for Country Differences

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  • Awolusi D. Olawumi

Abstract

This paper investigates the effect of human capital development on economic growth, as well as controlling for country differences, in the BRICS economies – from 1990 to 2017. Ordinary Least Square (OLS) and Generalized Method of Moments (GMM) were used as the estimation techniques. We use one-way ANOVA and Scheffe pairwise comparison tests to understand how human capital development differed between each pair of countries. Findings suggest that the effect of human capital development on economic growth, though significant, was limited in these countries. A comparative analysis of results showed that China, Brazil and Russia were able to utilise their human capital to enhance economic growth more efficiently than South Africa and India. Consequently, this study observed that a 1% increase in government expenditure on education would result in a 0.13% increase in GDP for China, a 0.06% increase in Russia, a 0.07% increase in Brazil, a 0.04% increase in South Africa, and a 0.01% increase in GDP in India. In addition, the study concluded that human capital development practices differ in all the countries. Although this result was previously implied in the literature, comparison of a comprehensive list of human capital development practices among countries was lacking. Overall, the paper argues that the classical theory of economic growth, in combination with the new theory, and also the theory of market value, will not only help sustain a strategy tripod, but also shed significant light on the most fundamental questions confronting human capital development and economic growth in many developing economies.

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  • Awolusi D. Olawumi, 2019. "Human Capital Development and Economic Growth in BRICS Countries: Controlling for Country Differences," Journal of Economics and Behavioral Studies, AMH International, vol. 11(4), pages 1-17.
    • Handle: RePEc:rnd:arjebs:v:11:y:2019:i:4:p:1-17
    DOI: 10.22610/jebs.v11i4(J).2912
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Funke, Michael & Strulik, Holger, 2000. "On endogenous growth with physical capital, human capital and product variety," European Economic Review, Elsevier, vol. 44(3), pages 491-515, March.
    3. Nnamdi Asika & Olawumi Dele Awolusi, 2013. "Modelling critical success factors of business process reengineering and business performance of Nigerian oil and gas companies," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 15(1), pages 28-43.
    4. Kamal A. El-Wassal, 2012. "Foreign Direct Investment And Economic Growth In Arab Countries (1970-2008): An Inquiry Into Determinants Of Growth Benefits," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 37(4), pages 79-100, December.
    5. Hanushek, Eric A. & Woessmann, Ludger, 2007. "The role of education quality for economic growth," Policy Research Working Paper Series 4122, The World Bank.
    6. Luiz R. de Mello Jr., 1997. "Foreign Direct Investment in Developing Countries: A Selective Survey," Studies in Economics 9701, School of Economics, University of Kent.
    7. de Mello, Luiz R, Jr, 1999. "Foreign Direct Investment-Led Growth: Evidence from Time Series and Panel Data," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 133-151, January.
    8. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Multinational Corporations and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 8, pages 101-133, Palgrave Macmillan.
    9. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    10. Grossman, Gene M & Helpman, Elhanan, 1990. "Trade, Innovation, and Growth," American Economic Review, American Economic Association, vol. 80(2), pages 86-91, May.
    11. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    12. John C. Anyanwu, 2012. "Why Does Foreign Direct Investment Go Where It Goes?: New Evidence From African Countries," Annals of Economics and Finance, Society for AEF, vol. 13(2), pages 425-462, November.
    13. 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.
    14. Kamal Saggi, 2002. "Trade, Foreign Direct Investment, and International Technology Transfer: A Survey," The World Bank Research Observer, World Bank, vol. 17(2), pages 191-235, September.
    15. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    16. Keller, Wolfgang, 2002. "Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
    17. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    18. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    19. 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.
    20. Akinlo, A. Enisan, 2004. "Foreign direct investment and growth in Nigeria: An empirical investigation," Journal of Policy Modeling, Elsevier, vol. 26(5), pages 627-639, July.
    21. Gustav RANIS & Frances STEWART, 2001. "Growth And Human Development: Comparative Latin American Experience," The Developing Economies, Institute of Developing Economies, vol. 39(4), pages 333-365, December.
    22. Brecher, Richard A. & Findlay, Ronald, 1983. "Tariffs, foreign capital and national welfare with sector-specific factors," Journal of International Economics, Elsevier, vol. 14(3-4), pages 277-288, May.
    23. Walter Nonneman & Patrick Vanhoudt, 1996. "A Further Augmentation of the Solow Model and the Empirics of Economic Growth for OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 943-953.
    24. Jesus Felipe, 1999. "Total factor productivity growth in East Asia: A critical survey," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 1-41.
    25. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," NBER Working Papers 3577, National Bureau of Economic Research, Inc.
    26. Erik Canton & Bert Minne & Ate Nieuwenhuis & Bert Smid & Marc van der Steeg, 2005. "Human Capital, R&D and Competition in Macroeconomic Analysis," Economics Working Papers 038, European Network of Economic Policy Research Institutes.
    27. Temple, Jonathan, 1999. "A positive effect of human capital on growth," Economics Letters, Elsevier, vol. 65(1), pages 131-134, October.
    28. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    29. Vasudeva Murthy, N. R. & Chien, I. S., 1997. "The empirics of economic growth for OECD countries: Some new findings," Economics Letters, Elsevier, vol. 55(3), pages 425-429, September.
    30. Schultz, T.P., 1992. "The Role of Education and Human Capital in Economic Development: An Empirical Assessment," Papers 670, Yale - Economic Growth Center.
    31. Jagdish N. Bhagwati, 1978. "Anatomy of Exchange Control Regimes," NBER Chapters, in: Foreign Trade Regimes and Economic Development: Anatomy and Consequences of Exchange Control Regimes, pages 7-52, National Bureau of Economic Research, Inc.
    32. Erik Canton & Bert Minne & Ate Nieuwenhuis & Bert Smid & Marc van der Steeg, 2005. "Human capital, R&D, and competition in macroeconomic analysis," CPB Document 91, CPB Netherlands Bureau for Economic Policy Analysis.
    33. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 369-405.
    34. Frenkel, Michael & Funke, Katja & Stadtmann, Georg, 2004. "A panel analysis of bilateral FDI flows to emerging economies," Economic Systems, Elsevier, vol. 28(3), pages 281-300, September.
    35. John C. Anyanwu & Nadege D. Yameogo, 2015. "What Drives Foreign Direct Investments into West Africa? An Empirical Investigation," African Development Review, African Development Bank, vol. 27(3), pages 199-215, September.
    36. Johnson, Andreas, 2006. "The Effects of FDI Inflows on Host Country Economic Growth," Working Paper Series in Economics and Institutions of Innovation 58, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    37. Keller, Wolfgang, 2001. "The Geography and Channels of Diffusion at the World's Technology Frontier," Discussion Paper Series 26140, Hamburg Institute of International Economics.
    38. Emmanuel Cleeve, 2008. "How effective are fiscal incentives to attract FDI to Sub-Saharan Africa?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 42(1), pages 135-153, September.
    39. Magnus Blomström & Robert E. Lipsey & Mario Zejan, 1996. "Is Fixed Investment the Key to Economic Growth?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 269-276.
    40. Luiz de Mello, 1997. "Foreign direct investment in developing countries and growth: A selective survey," Journal of Development Studies, Taylor & Francis Journals, vol. 34(1), pages 1-34.
    41. Abdul Ghafoor Awan, 2012. "Diverging Trends of Human Capital in Bric Countries," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 2(12), pages 2195-2219, December.
    42. Durham, J.B.J. Benson, 2004. "Absorptive capacity and the effects of foreign direct investment and equity foreign portfolio investment on economic growth," European Economic Review, Elsevier, vol. 48(2), pages 285-306, April.
    43. repec:bla:jecsur:v:12:y:1998:i:3:p:247-77 is not listed on IDEAS
    44. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    45. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
    46. Bhagwati, Jagdish, 1994. "Free Trade: Old and New Challenges," Economic Journal, Royal Economic Society, vol. 104(423), pages 231-246, March.
    47. Eckhardt Siggel, 2001. "India's Trade Policy Reforms and Industry Competitiveness in the 1980s," The World Economy, Wiley Blackwell, vol. 24(2), pages 159-183, February.
    48. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    49. John Anyanwu, 2011. "Working Paper 136 - Determinants of Foreign Direct Investment Inflows to Africa, 1980-2007," Working Paper Series 327, African Development Bank.
    50. L.R. de Mello Jr., 1996. "Foreign Direct Investment, International Knowledge Transfers, and Endogenous Growth: Time Series Evidence," Studies in Economics 9610, School of Economics, University of Kent.
    51. Ozturk, I., 2007. "Foreign Direct Investment – Growht Nexus: A Review of The Recent Literature," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 4(2), pages 79-98.
    52. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    53. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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