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Educational Quality Thresholds in the Diffusion of Knowledge with Mobile Phones for Inclusive Human Development in Sub-Saharan Africa

Author

Listed:
  • Simplice Asongu

    (Yaoundé/Cameroun)

  • Jacinta C. Nwachukwu

    (Coventry University, UK)

Abstract
The study investigates critical masses or thresholds of educational quality at which the diffusion of information with mobile phones enhances inclusive human development. The empirical evidence is based on simultaneity-robust Fixed Effects regressions with data from 49 Sub-Saharan African countries for the period 2000-2012. The following findings are established: (1) There are positive marginal and net effects on inclusive development from the interaction between mobile phones and educational quality, (2) Between 10 and 27 pupils per teacher is needed in primary education in order for mobile phones to enhance inclusive human development, (3) From a comparative dimension: (i) English Common law countries enjoy higher net effects compared to their French Civil law counterparts, (ii) positive net effects are more obvious in politically stable (vis-à-vis politically unstable) countries, (iii) positive net impacts are also more apparent in resource-poor (vis-à-vis resource-rich) countries, (iv) low income (vis-à-vis higher income) countries have a higher net effect on inclusive development, (v) landlocked (vis-à-vis unlandlocked) countries experience higher net effects and (iv) Islam-dominated countries have a slightly higher net impact compared to their Christian-oriented counterparts.

Suggested Citation

  • Simplice Asongu & Jacinta C. Nwachukwu, 2017. "Educational Quality Thresholds in the Diffusion of Knowledge with Mobile Phones for Inclusive Human Development in Sub-Saharan Africa," Working Papers of the African Governance and Development Institute. 17/057, African Governance and Development Institute..
    • Handle: RePEc:agd:wpaper:17/057
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    1. Simplice A. Asongu & Oasis Kodila†Tedika, 2017. "Is Poverty in the African DNA (Gene)?," South African Journal of Economics, Economic Society of South Africa, vol. 85(4), pages 533-552, December.
    2. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    3. Simplice Asongu & Uchenna Efobi & Ibukun Beecroft, 2015. "Inclusive Human Development in Pre-crisis Times of Globalization-driven Debts," African Development Review, African Development Bank, vol. 27(4), pages 428-442, December.
    4. 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.
    5. Simplice A. Asongu, 2018. "Conditional Determinants of Mobile Phones Penetration and Mobile Banking in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 81-135, March.
    6. 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.
    7. Asongu, Simplice A & Nwachukwu, Jacinta, 2016. "PhD by Publication as an Argument for Innovation and Technology Transfer: with Emphasis on Africa," MPRA Paper 75411, University Library of Munich, Germany.
    8. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The role of governance in mobile phones for inclusive human development in Sub-Saharan Africa," Technovation, Elsevier, vol. 55, pages 1-13.
    9. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    10. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    11. 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.
    12. Lavagnon Ika & Jan Saint-Macary, 2014. "Special Issue : Why Do Projects Fail in Africa?," Journal of African Business, Taylor & Francis Journals, vol. 15(3), pages 151-155, December.
    13. Montfort Mlachila & René Tapsoba & Sampawende J. A. Tapsoba, 2017. "A Quality of Growth Index for Developing Countries: A Proposal," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(2), pages 675-710, November.
    14. Quamrul Ashraf & Oded Galor, 2013. "The 'Out of Africa' Hypothesis, Human Genetic Diversity, and Comparative Economic Development," American Economic Review, American Economic Association, vol. 103(1), pages 1-46, February.
    15. Daniel Kipkirong Tarus & Emmanuel Kiptanui Sitienei, 2015. "Intellectual capital and innovativeness in software development firms: the moderating role of firm size," Journal of African Business, Taylor & Francis Journals, vol. 16(1-2), pages 48-65, January.
    16. 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.
    17. Mr. Nikola Spatafora & Rahul Anand & Mr. Saurabh Mishra, 2012. "Structural Transformation and the sophistication of Production," IMF Working Papers 2012/059, International Monetary Fund.
    18. Mishra, Vishal & Singh Bisht, Shailendra, 2013. "Mobile banking in a developing economy: A customer-centric model for policy formulation," Telecommunications Policy, Elsevier, vol. 37(6), pages 503-514.
    19. 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.
    20. Robert Lawrence Afutu-Kotey & Katherine V. Gough & George Owusu, 2017. "Young Entrepreneurs in the Mobile Telephony Sector in Ghana: From Necessities to Aspirations," Journal of African Business, Taylor & Francis Journals, vol. 18(4), pages 476-491, October.
    21. Asongu, Simplice, 2015. "Determinants of Growth in Fast Developing Countries: Evidence from Bundling and Unbundling Institutions," MPRA Paper 67310, University Library of Munich, Germany.
    22. 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.
    23. Kirui, Oliver K. & Okello, Julius J. & Nyikal, Rose A. & Njiraini, Georgina W., 2013. "Impact of Mobile Phone-Based Money Transfer Services in Agriculture: Evidence from Kenya," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 52(2), pages 1-22, May.
    24. Demombynes, Gabriel & Thegeya, Aaron, 2012. "Kenya's mobile revolution and the promise of mobile savings," Policy Research Working Paper Series 5988, The World Bank.
    25. Quamrul Ashraf & Oded Galor, 2008. "Human Genetic Diversity and Comparative Economic Development," 2008 Meeting Papers 617, Society for Economic Dynamics.
    26. 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.
    27. Islam, Towhidul & Meade, Nigel, 2012. "The impact of competition, and economic globalization on the multinational diffusion of 3G mobile phones," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 843-850.
    28. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    29. Nizar Becheikh, 2013. "The Impact of Knowledge Acquisition and Absorptive Capacity on Technological Innovations in Developing Countries: Evidence From Egyptian Small and Medium-Sized Enterprises," Journal of African Business, Taylor & Francis Journals, vol. 14(3), pages 127-140, December.
    30. Simplice A. Asongu & Lieven De Moor, 2015. "Recent advances in finance for inclusive development: a survey," Research Africa Network Working Papers 15/005, Research Africa Network (RAN).
    31. Robert M. Solow, 1994. "Perspectives on Growth Theory," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 45-54, Winter.
    32. 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.
    33. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    34. Asongu, Simplice A. & Nwachukwu, Jacinta C. & Orim, Stella-Maris I., 2018. "Mobile phones, institutional quality and entrepreneurship in Sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 183-203.
    35. 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.
    36. Asongu, Simplice & Boateng, Agyenim & Akamavi, Raphael, 2016. "Mobile Phone Innovation and Inclusive Human Development: Evidence from Sub-Saharan Africa," MPRA Paper 75046, University Library of Munich, Germany.
    37. 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.
    38. Bernard, Andrew B & Jones, Charles I, 1996. "Technology and Convergence," Economic Journal, Royal Economic Society, vol. 106(437), pages 1037-1044, July.
    39. Simplice Asongu, 2014. "African Development: Beyond Income Convergence," South African Journal of Economics, Economic Society of South Africa, vol. 82(3), pages 334-353, September.
    40. Asongu, Simplice & Nwachukwu, Jacinta C., 2015. "Finance and Inclusive Human Development: Evidence from Africa," MPRA Paper 71787, University Library of Munich, Germany.
    41. Nixon Kamukama, 2013. "Intellectual Capital: Firms' Hidden Source of Service Quality in the Microfinance Industry in Uganda," Journal of African Business, Taylor & Francis Journals, vol. 14(3), pages 150-161, December.
    42. Mishra, Saurabh & Lundstrom, Susanna & Anand, Rahul, 2011. "Service export sophistication and economic growth," Policy Research Working Paper Series 5606, The World Bank.
    43. Jean-François Arvis & Gaël Raballand & Jean-François Marteau, 2010. "The Cost of Being Landlocked : Logistics Costs and Supply Chain Reliability," World Bank Publications - Books, The World Bank Group, number 2489.
    44. Michael Enowbi Batuo, 2015. "The role of telecommunications infrastructure in the regional economic growth of Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(1), pages 313-330, January-M.
    45. Brouwer, Roland & Brito, Lídia, 2012. "Cellular phones in Mozambique: Who has them and who doesn't?," Technological Forecasting and Social Change, Elsevier, vol. 79(2), pages 231-243.
    46. Fosu, Augustin K. (ed.), 2013. "Achieving Development Success: Strategies and Lessons from the Developing World," OUP Catalogue, Oxford University Press, number 9780199671557.
    47. 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.
    48. Martin Ravallion & Shaohua Chen & Prem Sangraula, 2009. "Dollar a Day Revisited," The World Bank Economic Review, World Bank, vol. 23(2), pages 163-184, June.
    49. Voxi Heinrich AMAVILAH, 2016. "Social Obstacles to Technology, Technological Change, and the Economic Growth of African Countries: Some Anecdotal Evidence from Economic History," Turkish Economic Review, KSP Journals, vol. 3(2), pages 320-340, June.
    50. Simplice A. Asongu & Jacinta C. Nwachukwu, 2016. "Mobile Phone Penetration, Mobile Banking and Inclusive Development in Africa," The African Finance Journal, Africagrowth Institute, vol. 18(1), pages 34-52.
    51. Howells, Jeremy, 2005. "Innovation and regional economic development: A matter of perspective?," Research Policy, Elsevier, vol. 34(8), pages 1220-1234, October.
    52. Johannes W. Fedderke & Julius A. Agbor & Nicola Viegi, 2010. "How Does Colonial Origin Matter for Economic Performance in sub-Saharan Africa?," Working Papers 176, Economic Research Southern Africa.
    53. 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.
    54. Gupta, Ruchita & Jain, Karuna, 2015. "Adoption behavior of rural India for mobile telephony: A multigroup study," Telecommunications Policy, Elsevier, vol. 39(8), pages 691-704.
    55. Amankwah-Amoah, Joseph, 2015. "Solar energy in sub-Saharan Africa: The challenges and opportunities of technological leapfrogging," MPRA Paper 88627, University Library of Munich, Germany.
    56. Richard America, 2013. "Economic Development with Limited Supplies of Management," Challenge, Taylor & Francis Journals, vol. 56(1), pages 61-71.
    57. 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.
    58. World Bank, 2015. "World Development Indicators 2015," World Bank Publications - Books, The World Bank Group, number 21634.
    59. J.A. Agbor & J. W. Fedderke & N. Viegi, 2010. "How Does Colonial Origin Matter for Economic Performance in sub-Saharan Africa?," Working Papers 176, Economic Research Southern Africa.
    60. Muto, Megumi, 2009. "The impacts of mobile phone coverage expansion and personal networks on migration: evidence from Uganda," 2009 Conference, August 16-22, 2009, Beijing, China 51898, International Association of Agricultural Economists.
    61. Dulani Seneviratne & Ms. Yan M Sun, 2013. "Infrastructure and Income Distribution in ASEAN-5: What are the Links?," IMF Working Papers 2013/041, International Monetary Fund.
    62. Sonne, Lina, 2012. "Innovative initiatives supporting inclusive innovation in India: Social business incubation and micro venture capital," Technological Forecasting and Social Change, Elsevier, vol. 79(4), pages 638-647.
    63. Rosenberg, Nathan, 1972. "Factors affecting the diffusion of technology," Explorations in Economic History, Elsevier, vol. 10(1), pages 3-33.
    64. 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.
    65. Charles Makanyeza & Gilbert Dzvuke, 2015. "The influence of innovation on the performance of small and medium enterprises in Zimbabwe," Journal of African Business, Taylor & Francis Journals, vol. 16(1-2), pages 198-214, January.
    66. Augustin Kwasi Fosu, 2013. "Achieving Development Success: Strategies and Lessons from the Developing World," WIDER Working Paper Series wp-2013-027, World Institute for Development Economic Research (UNU-WIDER).
    67. Muto, Megumi & Yamano, Takashi, 2009. "The Impact of Mobile Phone Coverage Expansion on Market Participation: Panel Data Evidence from Uganda," World Development, Elsevier, vol. 37(12), pages 1887-1896, December.
    68. Fosu, Augustin Kwasi, 2013. "Achieving Development Success: Strategies and Lessons from the Developing World," WIDER Working Paper Series 027, World Institute for Development Economic Research (UNU-WIDER).
    69. Dan Ofori, 2014. "An Exploratory Study of Project Management Competency in Ghana," Journal of African Business, Taylor & Francis Journals, vol. 15(3), pages 197-210, December.
    70. Nazeer Joseph & Wikus Erasmus & Carl Marnewick, 2014. "The Idle State of Information and Communication Technology Project Management," Journal of African Business, Taylor & Francis Journals, vol. 15(3), pages 184-196, December.
    71. repec:unu:wpaper:unupb3-2013 is not listed on IDEAS
    72. Nadra Hashim, 2014. "How Knowledge, Policy Planning, and Implementation Succeed or Fail: The Jatropha Projects in Tanzania," Journal of African Business, Taylor & Francis Journals, vol. 15(3), pages 169-183, December.
    73. Alkemade, Floortje & Suurs, Roald A.A., 2012. "Patterns of expectations for emerging sustainable technologies," Technological Forecasting and Social Change, Elsevier, vol. 79(3), pages 448-456.
    74. Simplice Asongu, 2014. "Globalization (fighting), corruption and development," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 41(3), pages 346-369, May.
    75. Gupta, Ruchita & Jain, Karuna, 2012. "Diffusion of mobile telephony in India: An empirical study," Technological Forecasting and Social Change, Elsevier, vol. 79(4), pages 709-715.
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    More about this item

    Keywords

    Mobile phones; inclusive human development; Africa;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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