Digital education index in cities of Africa

Victoria V. Akberdina, Maxim V. Vlasov

Abstract


Relevance. Africa presents a unique case: despite having the lowest urbanization levels in the world, it demonstrates the highest rates of urban population growth.  Universities in large African cities play a key role in developing human capital by providing educational opportunities and training in digital skills necessary for participation in the digital economy. 

Objective. This article aims to assess the relationship between digital higher education, a key component of human capital, and economic development in African countries. It also explores the Digital Education Index and the factors influencing it in African cities and countries. We hypothesize that the composite Digital Education Index will reveal connections between economic development, urbanization, digital infrastructure, and digital education.

Data and Methods. The study uses data from African cities and countries for 2019–2022, sourced from Trading Economics, the World Bank, International Monetary Fund, Free Apply, UNESCO, and the World Intellectual Property Organization. The methodology is based on an index approach, using measures of central tendency. The Digital Education Index is calculated through three sub-indices: technical accessibility of digital technologies, financial-economic accessibility of digital education, and population digital skills.

Results. Digital education contributes to human capital development in Africa while reducing inequality and social vulnerability. However, progress in improving the Digital Education Index has been limited, as African universities face challenges such as restricted technology access and low living standards, which limit access to paid education.

Conclusion. The study provides policy recommendations highlighting the importance of a comprehensive approach to addressing the challenges of digital education development in Africa.


Keywords


Africa, cities, Digital Education Index, human capital, digital transformation, urbanization, digital education, social inequality

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References


Agyemang, E., Anderson, B., Patiño, J., & Tremolieres, M. (2024). Toward achieving smart cities in Africa: challenges to data use and the way forward. Data & Policy, 6, e13. https://doi.org/10.1017/dap.2024.11

Akberdina, V., Lavrikova, Y., & Vlasov, M. (2024). Environmental financing: does digital economy matter? Frontiers in Environmental Science, 11, 1268286. https://doi.org/10.3389/fenvs.2023.1268286

Akberdina, V., Naumov, I., & Krasnykh, S. (2022). Regional Digital Space and Digitalisation of Industry: Spatial Econometric Analysis. In International scientific conference on Digital Transformation in Industry: Trends, Management, Strategies (pp. 7-19). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-30351-7_2

Alenezi, M. (2023). Digital Learning and Digital Institution in higher education. Education Sciences, 13(1), 88. https://doi.org/10.3390/educsci13010088

Badmus, O., & Omosewo, E. O. (2020). Evolution of STEM, STEAM and STREAM education in Africa: The implication of the knowledge gap. International Journal on Research in STEM Education, 2(2), 99-106. https://doi.org/10.31098/ijrse.v2i2.227

Bandauko, E., & Nutifafa Arku, R. (2023). A critical analysis of ‘smart cities’ as an urban development strategy in Africa. International Planning Studies, 28(1), 69-86. https://doi.org/10.1080/13563475.2022.2137112

Başol, O., Sevgi, H., & Yalçın, E. C. (2023). The effect of digitalization on youth unemployment for EU countries: Treat or threat? Sustainability, 15(14), 11080. https://doi.org/10.3390/su151411080

Bloom, D. E., & Khanna, T. (2007). The urban revolution. Finance and development, 44(3), 9-14.

Bunting, I. (2006). The Higher Education Landscape Under Apartheid. In: Cloete, N., Maassen, P., Fehnel, R., Moja, T., Gibbon, T., Perold, H. (eds) Transformation in Higher Education. Higher Education Dynamics, vol 10. Springer, Dordrecht. https://doi.org/10.1007/1-4020-4006-7_3

Cloete, N., Bunting, I., & Maassen, P. (2015). Research universities in Africa: An empirical overview of eight flagship universities. Knowledge production and contradictory functions in African higher education, 1, 18-31.

Cloete, N., Bunting, I., & Van Schalkwyk, F. (2018). Research universities in Africa (p. 314). African Minds. https://doi.org/10.5281/zenodo.1479114

Czarniewski, S. (2014). Quality parameters of human capital in the Digital Economy. International Journal of Academic Research in Accounting, Finance and Management Sciences, 4(3). https://doi.org/10.6007/ijarafms/v4-i3/1182

De la Calle, A. M., Pacheco-Costa, A., Gómez-Ruiz, M. Á., & Guzmán-Simón, F. (2021). Understanding teacher digital competence in the framework of Social Sustainability: A systematic review. Sustainability, 13(23), 13283. https://doi.org/10.3390/su132313283

Degani, G., Levanon, D., & Yom Din, G. (2021). Academic Research, Higher Education, and peripheral development: The case of Israel. Economies, 9(3), 121. https://doi.org/10.3390/economies9030121

Delgado Martín, A. V., & Larrú Ramos, J. M. (2022). DEIFDC framework: Evaluation of Digital Education Deployment in India in the midst of the COVID-19 pandemic. Social Sciences & Humanities Open, 6(1), 100281. https://doi.org/10.1016/j.ssaho.2022.100281

Demintseva E.B. (2011). Education in Africa: Challenges, Development, Prospects. Asia and Africa Today, 4(645), 15-17.

Etzkowitz, H., & Leydesdorff, L. (2000). The Dynamics of Innovation: From National Systems and “mode 2” to a triple helix of University–Industry–government relations. Research Policy, 29(2), 109–123. https://doi.org/10.1016/s0048-7333(99)00055-4

Frolova, E. V., Rogach, O. V., & Ryabova, T. M. (2020). Digitalization of education in modern scientific discourse: New trends and risks analysis. (2020). European Journal of Contemporary Education, 9(2). https://doi.org/10.13187/ejced.2020.2.313

Gallifa, J., Montané, M., Lund, S., Amorós, C., Bernaus, M., Gisbert, M., & Martínez-Olmo, F. (2021). Knowledge Building International Project as an innovative learning environment. Canadian Journal of Learning and Technology, 47(2). https://doi.org/10.21432/cjlt27920

Hanelt, A., Bohnsack, R., Marz, D., & Antunes Marante, C. (2020). A systematic review of the literature on Digital Transformation: Insights and implications for strategy and organizational change. Journal of Management Studies, 58(5), 1159–1197. https://doi.org/10.1111/joms.12639

Heeks, R. (2022). Digital inequality beyond the digital divide: conceptualizing adverse digital incorporation in the global South. Information Technology for Development, 28(4), 688-704. https://doi.org/10.1080/02681102.2022.2068492

Hilbert, M. (2020). Digital technology and social change: the digital transformation of society from a historical perspective. Dialogues in clinical neuroscience, 22(2), 189-194. https://doi.org/10.31887/DCNS.2020.22.2/mhilbert

Hinze, A., Vanderschantz, N., Timpany, C., Cunningham, S. J., Saravani, S.-J., & Wilkinson, C. (2022). A study of mobile app use for teaching and research in Higher Education. Technology, Knowledge and Learning, 28(3), 1271–1299. https://doi.org/10.1007/s10758-022-09599-6

Hu, H., & Wu, Y. (2022). Research on the scale and Path of Green Finance supporting real economy from the perspective of Green Development. Proceedings of the International Conference on Big Data Economy and Digital Management. https://doi.org/10.5220/0011173200003440

Jieutsa, L., Gbaguidi, I., Nadifi, W., & Koseki, S. (2024). Deployment of digital technologies in African cities: emerging issues and policy recommendations for local governments. Data & Policy, 6, e21. https://doi.org/10.1017/dap.2024.7

Kalolo, J. F. (2018). Digital Revolution and its impact on education systems in developing countries. Education and Information Technologies, 24(1), 345–358. https://doi.org/10.1007/s10639-018-9778-3

Kessides, C. (2006). The urban transition in Sub-Saharan Africa: Implications for economic growth and poverty reduction (p. 116). Washington, DC: Cities Alliance.

Khalitova A.R. (2019). Hybridization of the "soft power" of France in Africa under the presidencies of N. Sarkozy and F. Hollande. East. African-Asian Societies: History and Modernity, 4, 73-84. https://doi.org/10.31857/S086919080005962-5

Kim, H., Kim, S., & Lee, E. (2022). Cox proportional hazards regression for interval-censored data with an application to college entrance and parental job loss. Economies, 10(9), 218. https://doi.org/10.3390/economies10090218

Kuratko, D. F., Neubert, E., & Marvel, M. R. (2021). Insights on the mentorship and coachability of entrepreneurs. Business Horizons, 64(2), 199–209. https://doi.org/10.1016/j.bushor.2020.11.001

Leary J., Berge Z.L. (2007). Challenges and strategies for sustaining eLearning in small organizations. Online Journal of Distance Learning Administration 10(3):1-8.

Lembani, R., Gunter, A., Breines, M., & Dalu, M. T. B. (2020). The same course, different access: the digital divide between urban and rural distance education students in South Africa. Journal of Geography in Higher Education, 44(1), 70-84. https://doi.org/10.1080/03098265.2019.1694876

Liu, D., Chen, S. and Chou, T. (2011). «Resource fit in digital transformation: Lessons learned from the CBC Bank global e‐banking project», Management Decision, 49(10). 1728-1742. https://doi.org/10.1108/00251741111183852

MacGregor, K. (2009). Conference calls for higher education action. University World News, 12 July 2009.

Mahlow, C., & Hediger, A. (2019). Digital transformation in higher education – buzzword or opportunity? eLearn, 2019(5). https://doi.org/10.1145/3329488/3331171

Martine, G. (Ed.). (2012). The new global frontier: urbanization, poverty and environment in the 21st century. Earthscan.

Minerva, T. (2020). Bridging researches in Digital Education. Journal of E-Learning and Knowledge Society, 16(2). https://doi.org/10.20368/1971-8829/1135264

Muthuprasad, T., Aiswarya, S., Aditya, K. S., & Jha, G. K. (2021). Students’ perception and preference for online education in India during covid -19 pandemic. Social Sciences & Humanities Open, 3(1), 100101. https://doi.org/10.1016/j.ssaho.2020.100101

Mzangwa, S. T. (2019). The effects of Higher Education Policy on transformation in post-apartheid South Africa. Cogent Education, 6(1), 1592737. https://doi.org/10.1080/2331186x.2019.1592737

Ngqondi, T., Maoneke, P. B., & Mauwa, H. (2021). A secure online exams conceptual framework for South African universities. Social Sciences & Humanities Open, 3(1), 100132. https://doi.org/10.1016/j.ssaho.2021.100132

Nhongo, R., & Tshotsho, B. P. (2020). The problematics of language-in-education policies in post-independence in Zimbabwe. Journal of Asian and African Studies, 56(6), 1304–1317. https://doi.org/10.1177/0021909620962529

Njoh, A. J. (2003). Urbanization and development in sub-Saharan Africa. Cities, 20(3), 167-174. https://doi.org/10.1016/S0264-2751(03)00010-6

Oladejo, M. A., & Gesinde, A. M. (2014). Trends and future directions in open and distance learning practice in Africa. Journal of Education and Practice, 5(18), 132-138.

Pantserev, K. A. (2022). Malicious use of artificial intelligence in Sub-Saharan Africa: Challenges for Pan-African cybersecurity. Vestnik RUDN. International Relations, 22(2), 288-302. https://doi.org/10.22363/2313-0660-2022-22-2-288-302

Pantserev, K. A., Sidorova, G. M., & Zherlitsina, N. A. (2019). African countries in the epochof information globalization: new challenges in the new age. Bulletin of St. Petersburg University. Oriental and African studies, 11(4), 590-605. https://doi.org/10.21638/spbu13.2019.411

Prikhodko D.V.& Sherov-Ignatiev V.G. (2024). Digital Economy in Africa: State and Challenges of Development. Bulletin of St. Petersburg University. Economy, 40 (1), 3-35. https://doi.org/10.21638/spbu05.2024.101

Ravallion, M., Chen, C., & Sangraula, P. (2007). New Evidence on the Urbanization of Global Poverty: A Policy Research Working Paper Series from the World Bank. https://doi.org/10.1111/j.1728-4457.2007.00193.x

Schmidt, J. T., & Tang, M. (2020). Digitalization in education: Challenges, trends and transformative potential. Führen Und Managen in Der Digitalen Transformation, 287–312. https://doi.org/10.1007/978-3-658-28670-5_16

Sebola, M. P. (2023). South Africa’s public higher education institutions, university research outputs, and contribution to national human capital. Human Resource Development International, 26(2), 217-231. https://doi.org/10.1080/13678868.2022.2047147

Shirinkina, E. V. (2018). Formation of General educational principles of managing human capital in the conditions of development of the Digital Economy. Management Issues, 1(6), 142–149. https://doi.org/10.22394/2304-3369-2018-6-142-149

Singh-Pillay, A. (2023). South African postgraduate stem students’ use of mobile digital technologies to facilitate participation and digital equity during the COVID-19 pandemic. Sustainability, 15(18), 13418. https://doi.org/10.3390/su151813418

Spânu, P., Ulmeanu, M.-E., & Doicin, C.-V. (2024). Academic third mission through community engagement: An empirical study in European universities. Education Sciences, 14(2), 141. https://doi.org/10.3390/educsci14020141

Su, J., Su, K., & Wang, S. (2021). Does the digital economy promote industrial structural upgrading?—a test of mediating effects based on heterogeneous technological innovation. Sustainability, 13(18), 10105. https://doi.org/10.3390/su131810105

Tettey, C. (2005). Urbanization in Africa in relation to socio-economic development: A multifaceted quantitative analysis (Doctoral dissertation, University of Akron).

Tsvetkova N.N. (2018). Digital technologies in Asia and Africa. Asia & Africa Today, 9 (734), 25-32. https://doi.org/10.31857/S032150750000688-8

van Deursen, A. J., & van Dijk, J. A. (2018). The first-level digital divide shifts from inequalities in physical access to inequalities in material access. New Media & Society, 21(2), 354-375. https://doi.org/10.1177/1461444818797082

Van Veldhoven, Z., & Vanthienen, J. (2022). Digital transformation as an interaction-driven perspective between business, society, and technology. Electronic markets, 32(2), 629-644. https://doi.org/10.1007/s12525-021-00464-5

White, M. J., Mberu, B. U., & Collinson, M. A. (2012). African urbanization: Recent trends and implications. The New Global Frontier, 315-330.

Zaborovskaia, O., Nadezhina, O., & Avduevskaya, E. (2020). The impact of digitalization on the formation of human capital at the Regional Level. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 184. https://doi.org/10.3390/joitmc6040184




DOI: https://doi.org/10.15826/recon.2024.10.3.017

Copyright (c) 2024 Victoria V. Akberdina, Maxim V. Vlasov

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