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The role of ICT in modulating the effect of education and lifelong learning on income inequality and economic growth in Africa

Author

Listed:
  • Vanessa S. Tchamyou

    (University of Antwerp, Belgium)

  • Simplice A. Asongu

    (Yaoundé, Cameroon)

  • Nicholas M. Odhiambo

    (University of South Africa, Pretoria, South Africa)

Abstract

This study assesses the role of ICT in modulating the impact of education and lifelong learning on income inequality and economic growth. It focuses on a sample of 48 African countries from 2004 to 2014. The empirical evidence is based on the generalised method of moments (GMM). The following findings are established. First, mobile phone and internet each interact with primary school education to decrease income inequality. Second, all ICT indicators interact with secondary school education to exert a negative impact on the Gini index. Third, fixed broadband distinctly interacts with primary school education and lifelong learning to have a positive effect on economic growth. Fourth, ICT indicators do not significantly influence inequality and economic growth through tertiary school education and lifelong learning. These main findings are further substantiated. Policy implications are discussed.

Suggested Citation

  • 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," Working Papers 19/054, European Xtramile Centre of African Studies (EXCAS).
  • Handle: RePEc:exs:wpaper:19/054
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    1. 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.
    2. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The Mobile Phone in the Diffusion of Knowledge for Institutional Quality in Sub-Saharan Africa," World Development, Elsevier, vol. 86(C), pages 133-147.
    3. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    4. Miguel Székely & Marianne Hilgert, 1999. "What's Behind the Inequality We Measure: An Investigation Using Latin American Data," IDB Publications (Working Papers) 6458, Inter-American Development Bank.
    5. Simplice A. Asongu & Jacinta C. Nwachukwu & Aqsa Aziz, 2018. "Determinants of Mobile Phone Penetration: Panel Threshold Evidence from Sub-Saharan Africa," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 21(2), pages 81-110, April.
    6. 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.
    7. 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.
    8. 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.
    9. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    10. Marianne Hilgert & Miguel Sz kely, 1999. "Whats Behind the Inequality We Measure? An Investigation Using Latin American Data," LIS Working papers 234, LIS Cross-National Data Center in Luxembourg.
    11. Simplice A Asongu & Lieven De Moor, 2017. "Financial Globalisation Dynamic Thresholds for Financial Development: Evidence from Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 192-212, January.
    12. Simplice Asongu, 2016. "Reinventing Foreign Aid For Inclusive And Sustainable Development: Kuznets, Piketty And The Great Policy Reversal," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 736-755, September.
    13. Uchenna R. Efobi & Belmondo V. Tanankem & Simplice A. Asongu, 2018. "Female Economic Participation with Information and Communication Technology (ICT) Advancement: Evidence from Sub-Saharan Africa," Research Africa Network Working Papers 18/005, Research Africa Network (RAN).
    14. 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.
    15. Uchenna R. Efobi & Belmondo V. Tanankem & Simplice A. Asongu, 2018. "Female Economic Participation with Information and Communication Technology Advancement: Evidence from Sub‐Saharan Africa," South African Journal of Economics, Economic Society of South Africa, vol. 86(2), pages 231-246, June.
    16. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
    17. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    18. Simplice A. Asongu & Sara le Roux & Jacinta Nwachukwu & Chris Pyke, 2018. "The Mobile Phone as an Argument for Good Governance in sub-Saharan Africa," Working Papers 2 4004, Office Of The Chief Economist, Development Bank of Nigeria.
    19. Juliet Elu, 2018. "Gender and Science Education in Sub-Saharan Africa - Keynote address at the African Development Bank/African Finance and Economic Association Luncheon, Chicago, January 7, 2017," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 105-110.
    20. Thierry PENARD & Nicolas POUSSING & Gabriel ZOMO YEBE & Philémon NSI ELLA, 2012. "Comparing the Determinants of Internet and Cell Phone Use in Africa: Evidence from Gabon," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(86), pages 65-83, 2nd quart.
    21. Joonghae Suh & Derek H. C. Chen, 2007. "Korea as a Knowledge Economy : Evolutionary Process and Lessons Learned," World Bank Publications - Books, The World Bank Group, number 6755.
    22. 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.
    23. Simplice Asongu, 2015. "The impact of mobile phone penetration on African inequality," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(8), pages 706-716, August.
    24. Muazu Ibrahim & Paul Alagidede, 2017. "Financial Development, Growth Volatility and Information Asymmetry in Sub†Saharan Africa: Does Law Matter?," South African Journal of Economics, Economic Society of South Africa, vol. 85(4), pages 570-588, December.
    25. Toyin Segun Ogunleye, 2017. "Financial Inclusion and the Role of Women in Nigeria," African Development Review, African Development Bank, vol. 29(2), pages 249-258, June.
    26. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    27. Sassi, Seifallah & Goaied, Mohamed, 2013. "Financial development, ICT diffusion and economic growth: Lessons from MENA region," Telecommunications Policy, Elsevier, vol. 37(4), pages 252-261.
    28. John Anyanwu, 2011. "Working Paper 135 - International Remittances and Income Inequality in Africa," Working Paper Series 325, African Development Bank.
    29. Badi H. Baltagi, 2008. "Forecasting with panel data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(2), pages 153-173.
    30. Mr. Kangni R Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion, and Growth: Evidence from African Countries," IMF Working Papers 2011/073, International Monetary Fund.
    31. Godwin Okafor & Jenifer Piesse & Allan Webster, 2017. "FDI Determinants in Least Recipient Regions: The Case of Sub†Saharan Africa and MENA," African Development Review, African Development Bank, vol. 29(4), pages 589-600, December.
    32. John Ssozi & Simplice A. Asongu, 2016. "The Effects of Remittances on Output per Worker in Sub-Saharan Africa: A Production Function Approach," South African Journal of Economics, Economic Society of South Africa, vol. 84(3), pages 400-421, September.
    33. Hopestone Kayiska Chavula, 2013. "Telecommunications development and economic growth in Africa," Information Technology for Development, Taylor & Francis Journals, vol. 19(1), pages 5-23, January.
    34. 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.
    35. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    36. Augustin Kwasi Fosu, 2015. "Growth, Inequality and Poverty in Sub-Saharan Africa: Recent Progress in a Global Context," Oxford Development Studies, Taylor & Francis Journals, vol. 43(1), pages 44-59, March.
    37. Teresia Kaulihowa & Charles Adjasi, 2018. "FDI and income inequality in Africa," Oxford Development Studies, Taylor & Francis Journals, vol. 46(2), pages 250-265, April.
    38. Theresa Mannah-Blankson, 2018. "Gender Inequality and Access to Microfinance: Evidence from Ghana," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 21-33.
    39. George Okello Candiya Bongomin & Joseph M Ntayi & John C. Munene & Charles Akol Malinga, 2018. "Mobile Money and Financial Inclusion in Sub-Saharan Africa: the Moderating Role of Social Networks," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 361-384, July.
    40. Lumengo Bonga-Bonga & Beatrice Desiree Simo-Kengne, 2018. "Inflation and Output Growth Dynamics in South Africa: Evidence from the Markov Switching Vector Autoregressive Model," Journal of African Business, Taylor & Francis Journals, vol. 19(1), pages 143-154, January.
    41. Sam Jones & John Page & Abebe Shimeles & Finn Tarp & John Page & Måns Söderbom, 2015. "Is Small Beautiful? Small Enterprise, Aid and Employment in Africa," African Development Review, African Development Bank, vol. 27(S1), pages 44-55, October.
    42. Sulemana, Iddisah & Kpienbaareh, Daniel, 2018. "An empirical examination of the relationship between income inequality and corruption in Africa," Economic Analysis and Policy, Elsevier, vol. 60(C), pages 27-42.
    43. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe, 2017. "Financial inclusion and inclusive growth : a review of recent empirical evidence," Policy Research Working Paper Series 8040, The World Bank.
    44. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    45. Ibrahim Osman Adam & Alhassan Musah & Muazu Ibrahim, 2017. "Putting the Cart before the Horse? Re-Examining the Relationship between Domestic Savings and Economic Growth in Selected Sub-Saharan African Countries," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 102-123, January.
    46. 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.
    47. Nihal Bayraktar & Hippolyte Fofack, 2018. "A Model for Gender Analysis with Informal Production and Financial Sectors," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 1-20.
    48. World Bank, 2007. "Building Knowledge Economies : Advanced Strategies for Development," World Bank Publications - Books, The World Bank Group, number 6853.
    49. Sam Jones & John Page & Abebe Shimeles & Finn Tarp & Sam Jones & Finn Tarp, 2015. "Priorities for Boosting Employment in Sub-Saharan Africa: Evidence for Mozambique," African Development Review, African Development Bank, vol. 27(S1), pages 56-70, October.
    50. Klasen, Stephan, 2016. "What to do about rising inequality in developing countries?," PEGNet Policy Briefs 5/2016, PEGNet - Poverty Reduction, Equity and Growth Network, Kiel Institute for the World Economy (IfW Kiel).
    51. Adele Atkinson & Flore-Anne Messy, 2013. "Promoting Financial Inclusion through Financial Education: OECD/INFE Evidence, Policies and Practice," OECD Working Papers on Finance, Insurance and Private Pensions 34, OECD Publishing.
    52. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Research Africa Network Working Papers 18/062, Research Africa Network (RAN).
    53. Henry Kaiser, 1974. "An index of factorial simplicity," Psychometrika, Springer;The Psychometric Society, vol. 39(1), pages 31-36, March.
    54. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Working Papers of the African Governance and Development Institute. 18/063, African Governance and Development Institute..
    55. Kangni Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion and Growth: Evidence from African Countries," Post-Print halshs-00602411, HAL.
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    More about this item

    Keywords

    Education; Lifelong learning; ICT; Inequality; Africa;
    All these keywords.

    JEL classification:

    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • I20 - Health, Education, and Welfare - - Education - - - General
    • I30 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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