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Has Knowledge Improved Economic Growth? Evidence from Nigeria and South Africa

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  • Shobande, Olatunji
  • Asongu, Simplice

Abstract

This study examines whether knowledge causes economic growth in Africa's two leading economies: Nigeria and South Africa. Using the Vector Autoregressive and Vector Error Correction approach, the findings show cointegration among the variables. The speed of convergence of the variables to their long-term mean values is relatively higher for South Africa than for Nigeria. In the short run, it is observed that knowledge unidirectionally Granger causes growth for Nigeria, whereas bidirectional causality is observed for South Africa. The higher correlation between knowledge and growth in South Africa reflects the success of greater investment in education. Nigeria must increase investment in education and modern infrastructure to converge to South Africa’s growth trajectory. Moreover, for Nigeria, (i) knowledge unidirectionally Granger cause growth, (ii) evidence of bidirectional causality flow is apparent between trade, the economic incentive and growth and (iii) health unidirectionally Granger cause knowledge. As for South Africa: (i) there is bidirectional causality between knowledge, trade openness and growth, whereas investment and economic incentive, unidirectionally Granger causes growth, (ii) investment, trade openness and health unidirectionally Granger cause knowledge and (iii) economic incentive unidirectionally Granger cause trade openness. In conclusion, this paper argues that a transformed education system can provide the knowledge base essential for promoting and sustaining economic growth.

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  • Shobande, Olatunji & Asongu, Simplice, 2021. "Has Knowledge Improved Economic Growth? Evidence from Nigeria and South Africa," MPRA Paper 110695, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:110695
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    1. Vanessa Simen Tchamyou, 2020. "Education, lifelong learning, inequality and financial access: evidence from African countries," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 7-25, January.
    2. Peter C.B. Phillips, 1987. "Multiple Regression with Integrated Time Series," Cowles Foundation Discussion Papers 852, Cowles Foundation for Research in Economics, Yale University.
    3. Simplice A. Asongu & John C. Anyanwu & Vanessa S. Tchamyou, 2019. "Technology-driven information sharing and conditional financial development in Africa," Information Technology for Development, Taylor & Francis Journals, vol. 25(4), pages 630-659, October.
    4. Galindo, Miguel-Ángel & Méndez, María Teresa, 2014. "Entrepreneurship, economic growth, and innovation: Are feedback effects at work?," Journal of Business Research, Elsevier, vol. 67(5), pages 825-829.
    5. Vanessa Simen Tchamyou, 2017. "The Role of Knowledge Economy in African Business," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(4), pages 1189-1228, December.
    6. Kim, Jong-Min & Lee, Namgil & Hwang, Sun Young, 2020. "A Copula Nonlinear Granger Causality," Economic Modelling, Elsevier, vol. 88(C), pages 420-430.
    7. Gary S. Becker, 1994. "Human Capital Revisited," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 15-28, National Bureau of Economic Research, Inc.
    8. Simplice A. Asongu, 2017. "Knowledge Economy Gaps, Policy Syndromes, and Catch-Up Strategies: Fresh South Korean Lessons to Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 211-253, March.
    9. Asongu, Simplice A. & Andrés, Antonio R., 2020. "Trajectories of knowledge economy in SSA and MENA countries," Technology in Society, Elsevier, vol. 63(C).
    10. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    11. Gary S. Becker & Kevin M. Murphy & Robert Tamura, 1994. "Human Capital, Fertility, and Economic Growth," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 323-350, National Bureau of Economic Research, Inc.
    12. Asongu, Simplice A. & Le Roux, Sara, 2017. "Enhancing ICT for inclusive human development in Sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 44-54.
    13. 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.
    14. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    15. Elena Širá & Roman Vavrek & Ivana Kravčáková Vozárová & Rastislav Kotulič, 2020. "Knowledge Economy Indicators and Their Impact on the Sustainable Competitiveness of the EU Countries," Sustainability, MDPI, vol. 12(10), pages 1-22, May.
    16. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "The role of Globalization in Modulating the Effect of Environmental Degradation on Inclusive Human Development," Working Papers of the African Governance and Development Institute. 20/015, African Governance and Development Institute..
    17. Antonio Andrés & Simplice Asongu & Voxi Amavilah, 2015. "The Impact of Formal Institutions on Knowledge Economy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(4), pages 1034-1062, December.
    18. Voyvoda, Ebru & Yeldan, Erinç, 2015. "Public policy and growth in Canada: An applied endogenous growth model with human and knowledge capital accumulation," Economic Modelling, Elsevier, vol. 50(C), pages 298-309.
    19. Stephen Oluwatobi & Isaiah Olurinola & Philip Alege & Adeyemi Ogundipe, 2020. "Knowledge-driven economic growth: the case of Sub-Saharan Africa," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 62-81, January.
    20. Pierre Perron & Serena Ng, 1996. "Useful Modifications to some Unit Root Tests with Dependent Errors and their Local Asymptotic Properties," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 435-463.
    21. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    22. Simplice A. Asongu & Nicholas M. Odhiambo, 2020. "Building Knowledge-Based Economies in Africa: A Systematic Review of Policies and Strategies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(4), pages 1538-1555, December.
    23. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    24. Simplice A. Asongu & Vanessa S. Tchamyou, 2020. "Human capital, knowledge creation, knowledge diffusion, institutions and economic incentives: South Korea versus Africa," Contemporary Social Science, Taylor & Francis Journals, vol. 15(1), pages 26-47, January.
    25. Benk, Szilard & Gillman, Max, 2020. "Granger predictability of oil prices after the Great Recession," Journal of International Money and Finance, Elsevier, vol. 101(C).
    26. 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.
    27. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    28. 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.
    29. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    30. Mazzarisi, Piero & Zaoli, Silvia & Campajola, Carlo & Lillo, Fabrizio, 2020. "Tail Granger causalities and where to find them: Extreme risk spillovers vs spurious linkages," Journal of Economic Dynamics and Control, Elsevier, vol. 121(C).
    31. Ram, Rati, 2007. "IQ and economic growth: Further augmentation of Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 94(1), pages 7-11, January.
    32. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    33. Simplice A. Asongu & Vanessa S. Tchamyou & Paul N. Acha-Anyi, 2020. "Who Is Who in Knowledge Economy in Africa?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 425-457, June.
    34. Michael Takudzwa Pasara & Tapiwa Kelvin Mutambirwa & Nolutho Diko, 2020. "The Trivariate Causality among Education, Health, and Economic Growth in Zimbabwe," Sustainability, MDPI, vol. 12(4), pages 1-15, February.
    35. Shao, Liuguo & Hu, Wenqin & Yang, Danhui, 2020. "The price relationship between main-byproduct metals from a multiscale nonlinear Granger causality perspective," Resources Policy, Elsevier, vol. 69(C).
    36. Pedro Teixeira, 2014. "Gary Becker’s early work on human capital – collaborations and distinctiveness," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-20, December.
    37. repec:hal:pseose:halshs-01030825 is not listed on IDEAS
    38. Odhiambo, Nicholas M & Nyasha, Sheilla, 2020. "Is tourism a spur to economic growth in South Africa: An empirical investigation," Working Papers 26731, University of South Africa, Department of Economics.
    39. Massa, Ricardo & Rosellón, Juan, 2020. "Linear and nonlinear Granger causality between electricity production and economic performance in Mexico," Energy Policy, Elsevier, vol. 142(C).
    40. Ebru Voyvoda & Erinç Yeldan, 2015. "An applied endogenous growth model with human and knowledge capital accumulation for the Turkish economy," Middle East Development Journal, Taylor & Francis Journals, vol. 7(2), pages 195-225, July.
    41. Gary S. Becker, 1994. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition," NBER Books, National Bureau of Economic Research, Inc, number beck94-1.
    42. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    43. Gary S. Becker, 2007. "Health as human capital: synthesis and extensions -super-1," Oxford Economic Papers, Oxford University Press, vol. 59(3), pages 379-410, July.
    44. Voxi Heinrich Amavilah, 2009. "Knowledge of African countries: production and value of doctoral dissertations," Applied Economics, Taylor & Francis Journals, vol. 41(8), pages 977-989.
    45. Jeremiah O. Ejemeyovwi & Evans S. Osabuohien & Romanus Osabohien, 2018. "ICT investments, human capital development and institutions in ECOWAS," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 15(4), pages 463-474.
    46. Zhao, Lili & Wen, Fenghua & Wang, Xiong, 2020. "Interaction among China carbon emission trading markets: Nonlinear Granger causality and time-varying effect," Energy Economics, Elsevier, vol. 91(C).
    47. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    48. Yaw Nyarko, 2013. "Sustaining High Economic Growth in Sub-Saharan Africa: Knowledge and the Structure of the Economy," Journal of African Economies, Centre for the Study of African Economies, vol. 22(suppl_1), pages -101, January.
    49. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
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    Cited by:

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    2. Yassine Jaber & Ismail Kabouri & Mohamed Bouzahzah & Ibourk Aomar & Mohamed Karim, 2022. "Economic growth and education in Morocco: Cointegration and Toda Yamamoto Granger Causality," Post-Print hal-03694377, HAL.

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    More about this item

    Keywords

    Convergence; Growth performance; Knowledge-based economy; Nigeria; South Africa;
    All these keywords.

    JEL classification:

    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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