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Assessing the relationships between human capital, innovation and technology adoption: Evidence from sub-Saharan Africa

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  • Danquah, Michael
  • Amankwah-Amoah, Joseph

Abstract

In spite of growing body of research on human capital and innovation, our understanding of the effects and roles of human capital in enhancing innovation and technology adoption in the developing world particularly sub-Saharan Africa remains limited. Using a sample of 45 sub-Saharan African countries from 1960 and 2010, we measure innovation and technology adoption using the Malmquist productivity index approach, and examine the effects of human capital on innovation and technology adoption using different panel data techniques. The study uncovers that the overall mean estimates over the period shows a decline of 0.08% for innovation and a moderate increase of 1.7% for the adoption of technology. Indeed, many countries in the sample experienced technical regress or decline in innovation, but the estimates for most countries showed an improvement in adoption of technology. Human capital appears to exert a positive and statistically significant impact on adoption of technology whilst, its effect on innovation is found to be insignificant.

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  • Danquah, Michael & Amankwah-Amoah, Joseph, 2017. "Assessing the relationships between human capital, innovation and technology adoption: Evidence from sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 24-33.
    • Handle: RePEc:eee:tefoso:v:122:y:2017:i:c:p:24-33
    DOI: 10.1016/j.techfore.2017.04.021
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    as
    1. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    2. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    3. Amankwah-Amoah, Joseph & Sarpong, David, 2016. "Historical pathways to a green economy: The evolution and scaling-up of solar PV in Ghana, 1980–2010," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 90-101.
    4. Amankwah-Amoah, Joseph, 2016. "The evolution of science, technology and innovation policies: A review of the Ghanaian experience," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 134-142.
    5. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
    6. Amankwah-Amoah, Joseph, 2016. "Global business and emerging economies: Towards a new perspective on the effects of e-waste," Technological Forecasting and Social Change, Elsevier, vol. 105(C), pages 20-26.
    7. Devarajan, Shantayanan & Easterly, William R & Pack, Howard, 2003. "Low Investment Is Not the Constraint on African Development," Economic Development and Cultural Change, University of Chicago Press, vol. 51(3), pages 547-571, April.
    8. 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.
    9. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," CERT Discussion Papers 0706, Centre for Economic Reform and Transformation, Heriot Watt University.
    10. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    11. Barro, Robert J & Sala-i-Martin, Xavier, 1997. "Technological Diffusion, Convergence, and Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 1-26, March.
    12. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    13. Daron Acemoglu & Simon Johnson & James A. Robinson & Pierre Yared, 2005. "From Education to Democracy?," American Economic Review, American Economic Association, vol. 95(2), pages 44-49, May.
    14. Olu Ajakaiye & Mwangi S. Kimenyi, 2011. "Higher Education and Economic Development in Africa: Introduction and Overview," Journal of African Economies, Centre for the Study of African Economies, vol. 20(suppl_3), pages -13, August.
    15. World Bank, 2012. "World Development Indicators 2012," World Bank Publications - Books, The World Bank Group, number 6014, December.
    16. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    17. Taskin, Fatma & Zaim, Osman, 1997. "Catching-up and innovation in high- and low-income countries," Economics Letters, Elsevier, vol. 54(1), pages 93-100, January.
    18. Kumbhakar, Subal C. & Wang, Hung-Jen, 2005. "Estimation of growth convergence using a stochastic production frontier approach," Economics Letters, Elsevier, vol. 88(3), pages 300-305, September.
    19. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    20. Benhabib, Jess & Spiegel, Mark M., 2005. "Human Capital and Technology Diffusion," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 13, pages 935-966, Elsevier.
    21. Ang, James B. & Madsen, Jakob B. & Rabiul Islam, Md., 2011. "The effects of human capital composition on technological convergence," Journal of Macroeconomics, Elsevier, vol. 33(3), pages 465-476, September.
    22. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    23. Mourad Dakhli & Dirk De Clercq, 2004. "Human capital, social capital, and innovation: a multi-country study," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 16(2), pages 107-128, March.
    24. Gerard George & Anita M. McGahan & Jaideep Prabhu, 2012. "Innovation for Inclusive Growth: Towards a Theoretical Framework and a Research Agenda," Journal of Management Studies, Wiley Blackwell, vol. 49(4), pages 661-683, June.
    25. Arvind Subramanian, 2009. "The Mauritian Success Story and its Lessons," WIDER Working Paper Series RP2009-36, World Institute for Development Economic Research (UNU-WIDER).
    26. Derek Headey & Mohammad Alauddin & D.S. Prasada Rao, 2010. "Explaining agricultural productivity growth: an international perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 41(1), pages 1-14, January.
    27. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    28. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    29. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    30. Grossman, Gene M & Helpman, Elhanan, 1990. "Trade, Innovation, and Growth," American Economic Review, American Economic Association, vol. 80(2), pages 86-91, May.
    31. David Dollar & Aart Kraay, 2004. "Trade, Growth, and Poverty," Economic Journal, Royal Economic Society, vol. 114(493), pages 22-49, February.
    32. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    33. Sachs, Jeffrey D & Warner, Andrew M, 1997. "Sources of Slow Growth in African Economies," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 6(3), pages 335-376, October.
    34. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    35. Zhang, Gupeng & Zhou, Jianghua, 2016. "The effects of forward and reverse engineering on firm innovation performance in the stages of technology catch-up: An empirical study of China," Technological Forecasting and Social Change, Elsevier, vol. 104(C), pages 212-222.
    36. Nehru, Vikram & Swanson, Eric & Dubey, Ashutosh, 1993. "A new database on human capital stock : sources, methodology and results," Policy Research Working Paper Series 1124, The World Bank.
    37. Danquah, Michael & Ouattara, Bazoumana, 2015. "What drives national efficiency in sub-Saharan Africa," Economic Modelling, Elsevier, vol. 44(C), pages 171-179.
    38. Carmeli, Abraham, 2004. "Strategic human capital and the performance of public sector organizations," Scandinavian Journal of Management, Elsevier, vol. 20(4), pages 375-392, December.
    39. Maudos, Joaquin & Pastor, Jose Manuel & Serrano, Lorenzo, 1999. "Total factor productivity measurement and human capital in OECD countries," Economics Letters, Elsevier, vol. 63(1), pages 39-44, April.
    40. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    41. Raghuram G. Rajan & Luigi Zingales, 1998. "Which Capitalism? Lessons Form The East Asian Crisis," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(3), pages 40-48, September.
    42. Raymond Fisman & Inessa Love, 2004. "Financial Development and Intersectoral Allocation: A New Approach," Journal of Finance, American Finance Association, vol. 59(6), pages 2785-2807, December.
    43. Roberto Martin N Galang, 2012. "Government efficiency and international technology adoption: The spread of electronic ticketing among airlines," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 43(7), pages 631-654, September.
    44. Mark A. Youndt & Mohan Subramaniam & Scott A. Snell, 2004. "Intellectual Capital Profiles: An Examination of Investments and Returns," Journal of Management Studies, Wiley Blackwell, vol. 41(2), pages 335-361, March.
    45. M. Danquah & B. Ouattara, 2014. "Productivity Growth, Human Capital And Distance To Frontier In Sub-Saharan Africa," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 27-48, December.
    46. Lee,Keun, 2013. "Schumpeterian Analysis of Economic Catch-up," Cambridge Books, Cambridge University Press, number 9781107042681.
    47. Jerzmanowski, Michal, 2007. "Total factor productivity differences: Appropriate technology vs. efficiency," European Economic Review, Elsevier, vol. 51(8), pages 2080-2110, November.
    48. Khalifa Ghali, 1998. "Public investment and private capital formation in a vector error-correction model of growth," Applied Economics, Taylor & Francis Journals, vol. 30(6), pages 837-844.
    49. Easterlin, Richard A., 1981. "Why Isn't the Whole World Developed?," The Journal of Economic History, Cambridge University Press, vol. 41(1), pages 1-17, March.
    50. Paul M. Romer, 1990. "Capital, Labor, and Productivity," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(1990 Micr), pages 337-367.
    51. Chris Doucouliagos & Mehmet Ulubasoglu, 2004. "Institutions and Economic Growth: A Systems Approach," Econometric Society 2004 Australasian Meetings 63, Econometric Society.
    52. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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