Asongu, Simplice and Orim, Stella-Maris and Nting, Rexon (2019): Inequality, Information Technology and Inclusive Education in Sub-Saharan Africa. Published in: Technological Forecasting and Social Change , Vol. 146, No. September (September 2019): 380 -389.
Preview |
PDF
MPRA_paper_101103.pdf Download (288kB) | Preview |
Abstract
This study examines linkages between inequality, information and communication technology (ICT) and inclusive education in order to establish inequality thresholds that should not be exceeded in order for ICT to promote inclusive education in 42 countries in sub-Saharan Africa for the period 2004-2014. The empirical evidence is based on the Generalized Method of Moments. The following findings are established. First, a Gini coefficient and an Atkinson index of respectively, 0.400 and 0.625 are income inequality thresholds that should not be exceeded in order for internet penetration to positively influence inclusive education. Second, a Gini coefficient, an Atkinson index and a Palma ratio of respectively, 0.574, 0.676 and 9.000 are thresholds of income inequality that if exceeded, fixed broadband subscriptions will no longer positively affect inclusive education. As a main policy implication, the established inequality thresholds should not be exceeded in order for ICT to promote inclusive education in sampled countries. Other implications in the light of Sustainable Development Goals (SDGs) are discussed.
Item Type: | MPRA Paper |
---|---|
Original Title: | Inequality, Information Technology and Inclusive Education in Sub-Saharan Africa |
Language: | English |
Keywords: | Education; Inequality; ICT; Sub-Saharan Africa |
Subjects: | I - Health, Education, and Welfare > I2 - Education and Research Institutions > I24 - Education and Inequality I - Health, Education, and Welfare > I2 - Education and Research Institutions > I25 - Education and Economic Development I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I39 - Other O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O40 - General O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies > O55 - Africa |
Item ID: | 101103 |
Depositing User: | Simplice Asongu |
Date Deposited: | 13 Jun 2020 14:17 |
Last Modified: | 13 Jun 2020 14:17 |
References: | Abor, J. Y., Amidu, Y., &Issahaku, H., (2018). “Mobile Telephony, Financial Inclusion and Inclusive Growth”, Journal of African Business, 18(4), pp. 430-453. Agoba, A. M., Abor, J., Osei, K. A., & Sa-Aadu, J. (2019). “Do independent Central Banks Exhibit Varied Bahaviour in Election and Non-Election Years: The Case of Fiscal Policy in Africa”. Journal of African Business, DOI: 10.1080/15228916.2019.1584263. Abramowitz, M. (1986).“Catching-up, forging ahead or falling behind”, Journal of Economic History, 46(2), pp. 385-406. Afutu-Kotey, R. L., Gough, K. W., & Owusu, G., (2017). “Young Entrepreneurs in the Mobile Telephony Sector in Ghana: From Necessities to Aspirations”, Journal of African Business, 18(4), pp. 476-491. Amavilah, V., Asongu, S. A., & Andrés, A. R., (2017). “Effects of globalization on peace and stability: Implications for governance and the knowledge economy of African countries”, Technological Forecasting and Social Change, 122 (September), pp. 91-103. Ashraf, Q., & Galor, O., (2013). “The Out of Africa Hypothesis, Human Genetic Diversity, and Comparative Economic Development”. American Economic Review, 103(1), pp. 1-46. Asiedu, E., (2014). “Does Foreign Aid in Education Promote Economic Growth? Evidence From Sub-Saharan Africa”, Journal of African Development, 16(1), pp. 37-59. Asongu, S. A., (2015). “The impact of mobile phone penetration on African inequality”, International Journal of Social Economics, 42(8), pp.706-716. Asongu, S. A., (2016). “Reinventing Foreign Aid for Inclusive and Sustainable Development: Kuznets, Piketty and the Great Policy Reversal”, Journal of Economic Surveys, 30(4),pp. 736–755. Asongu, S. A., (2018a). “Comparative sustainable development in sub‐Saharan Africa”, Sustainable Development,26(6), pp. 638-651. Asongu, S. A. (2018b). “CO2 emission thresholds for inclusive human development in sub-Saharan Africa”, Environmental Science and Pollution Science, 25(26), pp. 26005–26019. Asongu S. A. & De Moor, L., (2017). “Financial globalisation dynamic thresholds for financial development: evidence from Africa”, European Journal of Development Research, 29(1), pp. 192–212. Asongu, S. A., & Kodila-Tedika, O., (2017). “Is Poverty in the African DNA (Gene)?”,South African Journal of Economics, 85(4), pp. 533-552. Asongu, S. A., & Kodila-Tedika, O., (2018). “Institutions and Poverty: A Critical Comment Based on Evolving Currents and Debates”, Social Indicators Research, 139(1), pp 99–117. Asongu, S. A., & le Roux, S., (2017). “Enhancing ICT for inclusive human development in Sub-Saharan Africa”, Technological Forecasting and Social Change, 118(May), pp. 44-54. Asongu, S. A., & le Roux, S., (2019). “Understanding Sub-Saharan Africa’s Extreme Poverty Tragedy”, International Journal of Public Administration, 42(6), pp.457-467. Asongu, S. A., & Nwachukwu, J. C., (2016a). “The Role of Governance in Mobile Phones for Inclusive Human Development in Sub-Saharan Africa”, Technovation, 55-56 (September-October), pp. 1-13. Asongu, S.A, & Nwachukwu, J. C., (2016b).“Foreign aid and governance in Africa”, International Review of Applied Economics, 30(1), pp. 69-88. Asongu, S. A., & Nwachukwu, J. C., (2017).“ Foreign Aid and Inclusive Development: Updated Evidence from Africa, 2005–2012”, Social Science Quarterly, 98(1), pp. 282-298. Asongu, S. A., & Nwachukwu, J. C., (2018).“Educational quality thresholds in the diffusion of knowledge with mobile phones for inclusive human development in sub-Saharan Africa”, Technological Forecasting and Social Change, 129(April), pp. 164-172. Asongu, S. A., Nwachukwu, J. C., & Aziz, A., (2018). “Determinants of Mobile Phone Penetration: Panel Threshold Evidence from Sub-Saharan Africa”, Journal of Global Information Technology Management, 21(2), pp. 81-110. Asongu, S. A., le Roux, S., Nwachukwu, J. C., & Pyke, C., (2019a).“The Mobile Phone as an Argument for Good Governance in Sub-Saharan Africa”, Information Technology & People, DOI: 10.1108/ITP-01-2018-0011. Asongu, S. A., Nwachukwu, J. C., & Pyke, C., (2019b). “The Comparative Economics of ICT, Environmental Degradation and Inclusive Human Development in Sub-Saharan Africa”, Social Indicators Research, DOI: 10.1007%2Fs11205-018-2009-x. Asongu, S. A., & Odhiambo, N. M., (2018a). “ICT, Financial Access and Gender Inclusion in the Formal Economic Sector: Evidence from Africa”, African Finance Journal,20(2), pp. 46-66. Asongu, S. A., & Odhiambo, N. M., (2018b).“Basic formal education quality, information technology, and inclusive human development in sub‐Saharan Africa”, Sustainable Development. DOI: 10.1002/sd.1914. Asongu, S. A., & Odhiambo, N. M., (2018c). “Environmental Degradation and Inclusive Human Development in Sub‐ Saharan Africa”, Sustainable Development, DOI: 10.1002/sd.1858. Asongu, S. A., & Odhiambo, N. M., (2019a). “How Enhancing Information and Communication Technology has affected Inequality in Africa for Sustainable Development: An Empirical Investigation”, Sustainable Development. DOI: 10.1002/sd.1929. Asongu, S. A., & Odhiambo, N. M., (2019b).“Basic formal education quality, information technology, and inclusive human development in sub‐Saharan Africa”, Sustainable Development. DOI: 10.1002/sd.1914. Asongu, S. A., & Tchamyou, V. S., (2016). “The impact of entrepreneurship on knowledge economy”, Journal of Entrepreneurship in Emerging Economies, 8(1), pp. 101-131. Asongu, S. A., & Tchamyou, V. S., (2019a). “Foreign Aid, Education and Lifelong Learning in Africa”, Journal of the Knowledge Economy,10(1), pp. 126–146. Asongu, S. A., & Tchamyou, V. S. (2019b). “Human Capital, Knowledge Creation, Knowledge Diffusion, Institutions and Economic Incentives: South Korea versus Africa”, Contemporary Social Science. DOI: 10.1080/21582041.2018.1457170. Beck, T., Demirgüç-Kunt, A., & Levine, R., (2003), “Law and finance: why does legal origin matter?”,Journal of Comparative Economics, 31(4), pp. 653-675. Bernard, A., & Jones, C. (1996).“Technology and convergence”, The Economic Journal, 106 (437), pp. 1037-1044. Bicaba, Z., Brixiova, Z., & Ncube, M., (2017). “Can Extreme Poverty in Sub-Saharan Africa be Eliminated by 2030?,” Journal of African Development, 19(2), pp. 93-110. Boateng, A., Asongu, S. A., Akamavi, R., & Tchamyou, V. S., (2018). “Information Asymmetry and Market Power in the African Banking Industry”, Journal of Multinational Financial Management, 44(March), pp. 69-83. Bongomin, G. O. C., Ntayi, J. M., Munene J. C., & Malinga, C. A., (2018). “Mobile Money and Financial Inclusion in Sub-Saharan Africa: the Moderating Role of Social Networks”, Journal of African Business,18(4), pp. 361-384. Bruno, G., De Bonis, R., & Silvestrini, A., (2012). “Do financial systems converge? New evidence from financial assets in OECD countries”. Journal of Comparative Economics, 40(1), pp. 141-155. Carew, M. T., Deluca, M., Groce, N., & Kett, M., (2019). “The impact of an inclusive education intervention on teacher preparedness to educate children with disabilities within the Lakes Region of Kenya”, International Journal of Inclusive Education,23(3), pp. 229-244. Clouder, J., Cawston, J., Wimpenny, K., Mehanna, A. K. A., Hdouch, Y., Raissouni, I., & Selmaoui, K., (2018). “The role of assistive technology in renegotiating the inclusion of students with disabilities in higher education in North Africa”, Studies in Higher Education, DOI: 10.1080/03075079.2018.1437721. De Magalhães, L., & Santaeulàlia-Llopis, R., (2018). “The consumption, income, and wealth of the poorest: An empirical analysis of economic inequality in rural and urban Sub-Saharan Africa for macroeconomists”, Journal of Development Studies, 134(September), pp. 350-371. Efobi, U. R., Tanaken, B. V., & Asongu, S. A., (2018). “Female Economic Participation with Information and Communication Technology Advancement: Evidence from Sub‐ Saharan Africa”, South African Journal of Economics, 86(2), pp. 231-246. Elu, J., (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, 20(2), pp. 105-110. Fosu, A. K. (2015). “Growth, Inequality and Poverty in Sub-Saharan Africa: Recent Progress in a Global Context”, Oxford Development Studies, 43(1), pp. 44-59. Fosu, A. K., (2008). “Inequality and the Growth-Poverty Nexus: Specification Empirics Using African Data”, Applied Economics Letters, 15(7), pp. 563-566. Fosu, A. K., (2009). “Inequality and the Impact of Growth on Poverty: Comparative Evidence for Sub-Saharan Africa”, Journal of Development Studies, 45(5), pp. 726-745. Fosu, A. K., (2010a). “The Effect of Income Distribution on the Ability of Growth to Reduce Poverty: Evidence from Rural and Urban African Economies”, American Journal of Economics and Sociology, 69(3), pp. 1034-1053. Fosu, A. K., (2010b). “Does Inequality Constrain Poverty Reduction Programs? Evidence from Africa”, Journal of Policy Modeling, 32(6), pp. 818-827. Fosu, A. K., (2010c). “Inequality, Income and Poverty: Comparative Global Evidence”, Social Sciences Quarterly, 91(5), pp. 1432-1446. Fosu, A. K., (2011). “Growth, Inequality and Poverty Reduction in Developing Countries: Recent Global Evidence”, UNU WIDER Working Paper No.2011/01, Helsinki. Fosu, A. K., & Abass, A. F.,(2019). “Domestic Credit and Export Diversification: Africa from a Global Perspective”, Journal of African Business. DOI: 10.1080/15228916.2019.1582295. Gosavi, A., (2018). “Can Mobile Money Help Firms Mitigate the Problem of Access to Finance in Eastern sub-Saharan Africa”, Journal of African Business, 18(4), pp. 343-360. Hansen, B. E., (1999). “Threshold effects in non-dynamic panels: Estimation, testing, and inference”, Journal of Econometrics, 93(2), pp. 345-368. Hazel, M., (2010). “Poverty among Women in Sub-Saharan Africa: A Review of Selected Issues”, Journal of International Women’s Studies, 11(4), pp. 50-72. Hui, N., Vickery, E., Njelesani, J., & Cameron, D., (2018). “Gendered experiences of inclusive education for children with disabilities in West and East Africa”, International Journal of Inclusive Education, 22(5), pp. 457-474. Humbani, M., & Wiese, M., (2018). “A Cashless Society for All: Determining Consumers’ Readiness to Adopt Mobile Payment Services”, Journal of African Business, 18(4), pp. 409-429. Issahaku, H., Abu, B. M., & Nkegbe, P. K., (2018). “Does the Use of Mobile Phones by Smallholder Maize Farmers Affect Productivity in Ghana?”, Journal of African Business,19(3), pp. 302-322. Lang, R., Schneider, M., Kett, M., Cole, E., & Groce, N. (2019). “Policy development: An analysis of disability inclusion in a selection of African Union policies”. Development Policy Review, 37(2), pp.155-175. Lorenzo, T., & Coleridge, P. (2019). Working Together: Making Inclusive Development a Reality. In The Palgrave Handbook of Disability and Citizenship in the Global South (pp. 233-247). Palgrave Macmillan, Cham. Jones, S., & Tarp, F., (2015). “Priorities for Boosting Employment in Sub-Saharan Africa: Evidence for Mozambique”, African Development Review, 27( S1), pp. 56–70. Kaulihowa, T., &Adjasi, C., (2018). “FDI and income inequality in Africa”, Oxford Development Studies, 46(2), pp. 250-265. Kwan, L.Y-Y, & Chiu, C-Y (2015). “Country variations in diiferent innovation outputs: The interactive effect of institutional support and human capital”, Journal of Organisational Behavior, 36(7), pp. 1050-1070. Magumise, J. & Sefotho, M. M., (2018). “Parent and teacher perceptions of inclusive education in Zimbabwe”, International Journal of Inclusive Education, DOI: 10.1080/13603116.2018.1468497. Majoko, T., (2018). “Effectiveness of special and inclusive teaching in early childhood education in Zimbabwe”, Early Child Development and Care, 188(6), pp. 785-799. Meniago, C., & Asongu, S. A., (2018). “Revisiting the finance-inequality nexus in a panel of African countries”, Research in International Business and Finance, 46 (December), pp. 399-419. MinkouaNzie, J. R., Bidogeza, J. C., &Ngum, N. A., (2018).“Mobile phone use, transaction costs, and price: Evidence from rural vegetable farmers in Cameroon”, Journal of African Business, 19(3), pp. 323-342. Mutanga, O., (2018). “Inclusion of Students with Disabilities in South African Higher Education”, International Journal of Disability, Development and Education, 65(2), pp. 229-242. Muthinja, M. M., & Chipeta, C., (2018). “What Drives Financial Innovations in Kenya’s Commercial Banks? An Empirical Study on Firm and Macro-Level Drivers of Branchless Banking”, Journal of African Business, 18(4), pp. 385-408. Ncube, M., Anyanwu, J. C., &Hausken, K., (2014). “Inequality, Economic Growth and Poverty in the Middle East and North Africa (MENA)”, African Development Review, 26(3), pp. 435-453. Nkurunziza, M., (2018). “Sub-Saharan Africa, losing $2.5 trillion due to gender inequality – World Bank”, The New Times https://www.newtimes.co.rw/business/sub-saharan-africa-losing-25-trillion-due-gender-inequality-world-bank (Accessed: 01/01/2018). Osabuohien, E. S., & Efobi, U. R., (2013). “Africa’s money in Africa”, South African Journal of Economics, 81(2), pp. 292-306. Page, J., &Söderbom, M., (2015). “Is Small Beautiful? Small Enterprise, Aid and Employment in Africa”, African Development Review, 27(S1), pp. 44–55. Petrakis, P. E., & Stamatakis, D. (2002). “Growth and educational levels: a comparative analysis”. Economics of Education Review, 21(2), pp. 513-521. Robinson, M., (2015). “Why gender equality is key to sustainable development”, World Economic Forum. https://www.weforum.org/agenda/2015/03/why-gender-equality-is-integral-to-sustainable-development/ (Accessed: 02/01/2018). Roodman, D., (2009a). “A Note on the Theme of Too Many Instruments”, Oxford Bulletin of Economics and Statistics, 71(1), pp. 135-158. Roodman, D., (2009b). “How to do xtabond2: An introduction to difference and system GMM in Stata”, Stata Journal, 9(1), pp. 86-136. Sulemana, I., &Kpienbaareh, D., (2018). “An empirical examination of the relationship between income inequality and corruption in Africa”, Economic Analysis and Policy,60(December), pp. 27-42. Shaikh, A.A., & Karjaluoto, H. (2015).“Mobile banking adoption: A literature review”, Telematics and Informatics, 32(1), pp. 129-142. Smith, M.L., Spence, R., & Rashid, A. (2011).“Mobile phones and expanding human capabilities”, Information Technologies and International Development, 7(3), pp. 77-88. Tchamyou, S. V., (2017). “The Role of Knowledge Economy in African Business”, Journal of the Knowledge Economy, 8(4), pp. 1189-1228. Tchamyou, V. S., (2019a). “Education, Lifelong learning, Inequality and Financial access: Evidence from African countries”. Contemporary Social Science. DOI: 10.1080/21582041.2018.1433314. Tchamyou, V. S., (2019b).“The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality”. Journal of African Business. DOI: 10.1080/15228916.2019.1584262. Tchamyou, V. S., & Asongu, S. A., (2017).“Information Sharing and Financial Sector Development in Africa”, Journal of African Business, 18(7), pp. 24-49. Tchamyou, V.S., Erreygers, G., & Cassimon, D., (2019). “Inequality, ICT and Financial Access in Africa”, Technological Forecasting and Social Change, 139(February), pp. 169-184. Tlale, L. D. N., & Romm, N. R. A. (2018). “Systemic Thinking and Practice Toward Facilitating Inclusive Education: Reflections on a Case of Co-Generated Knowledge and Action in South Africa”, Systemic Practice and Action Research, 31(2), pp 105-120. Uduji, J.I. & Okolo-Obasi, E. N., (2018). “Young rural women’s participation in the e-wallet programme and usage intensity of modern agricultural inputs in Nigeria”, Gender, Technology and Development, 22(1), pp. 59-81. Ureta, S. (2008).“Mobilising poverty?: Mobile phone use and everyday spatial mobility among low-income families in Santiago”, Chile, Information Society, 24(2), pp. 83-92. UN (2017). “UNDP launches study on income inequality in sub-Saharan Africa”, United Nations Development Programme. http://www.undp.org/content/undp/en/home/presscenter/pressreleases/2017/09/21/undp-launches-study-on-income-inequality-in-sub-saharan-africa.html (Accessed: 09/01/2019). World Bank (2015). “Unlocking the Potential of Women through Technology for Sri Lanka’s Development”, Washington: The World Bank.http://www.worldbank.org/en/news/feature/2015/04/09/unlocking-potentialwomen-technology-ict-development (Accessed: 05/12/2016). World Bank (2018). “Globally, Countries Lose $160 Trillion in Wealth Due to Earnings Gaps Between Women and Men”, The World Bank. https://www.worldbank.org/en/news/press-release/2018/05/30/globally-countries-lose-160-trillion-in-wealth-due-to-earnings-gaps-between-women-and-men (Accessed: 03/01/2018). Xavier, R., & Margarita, L.,(2016). “The SDGs and inclusive education for all: From special education to addressing social inequalities”, Briefing Paper, Austrian Foundation for Development Research (ÖFSE), No. 14, Austrian Foundation for Development Research (ÖFSE), Vienna. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/101103 |