Determinants of internet usage: Relevance of financial development in the case of emerging markets?


  • Kunofiwa Tsaurai University of South Africa
  • Bester Chimbo University of South Africa


Internet, Financial Sector, Human Capital, Emerging Markets, Panel Data


This study investigated the determinants of internet usage in emerging markets using panel data ranging from 2000 to 2017. It also explored whether the complementarity between financial and human capital development is one of the determinants of internet adoption in emerging markets. The study noted that the lag of internet, financial development, the complementarity between financial and human capital development, access to electricity, economic growth and foreign direct investment had a significant positive impact on the adoption of internet in emerging markets. The influence of import of internet goods on the adoption of internet to a larger extent was found to be significantly negative in emerging markets. On the other hand, the impact of urbanization on the usage of internet in emerging markets was found to be mixed to a greater extent. The study therefore urges emerging markets to implement policies aimed at boosting financial development, access to electricity, foreign direct investment, economic growth in order to increase the adoption of internet. Future related research should focus on determining the threshold levels of explanatory variables before they have a significant influence on internet.


Abdullahi, H.O. Hassan, A.A. Mahmud, A.A. and Ali, A.F. (2021). Determinants of ICT adoption among small scale agribusiness enterprises in Somalia, International Journal of Engineering Trends and Technology, 69 (2), 68-76.

Agbo, I.S. (2015). Factors influencing the use of internet in teaching and learning computer studies in Ohaukwu Local Government Area of Ebonyi State - Nigeria, Journal of Education and Practice, 6 (7), 71-86

Ahmet, A. and Mustafa, Y. (2020). An analysis on the unified theory of acceptance and use of technology theory (UTAUT): Acceptance of electronic document management system (EDMS). Computers in Human Behavior Reports. 2. 1-7. 10.1016/j.chbr.2020.100032.

Ajibade, P. (2018). Technology Acceptance Model Limitations and Criticisms: Exploring the Practical Applications and Use in Technology-related Studies, Mixed-method, and Qualitative Researchers, Library Philosophy and Practice (e-journal). 1941.

Ajzen, I. (1991). The Theory of Planned Behaviour. Organizational Behaviour and Human Decision Processes. 50. 179-211. 10.1016/0749-5978(91)90020-T.

Albiman, M.M. and Sulong, Z. (2016). The role of ICT use to the economic growth in Sub-Saharan African region (SSA). Journal of Science and Technology Policy Management, 7 (3), 306-329.

Attuquayefio, S. N. and Addo, H. (2014). Using the UTAUT model to analyze students’ ICT adoption. International Journal of Education and Development using Internet (IJEDICT), 10(3), 75-86.

Benard, R. Dulle, F. and Lamtane, H. (2021). Determinants of internet use in sharing information by fish farmers in the Southern Highlands of Tanzania, The Sub-Saharan Journal of Social Sciences and Humanities, 1 (1), 8-17.

Aye, G.C. and Edoja, P.E. (2017). Effect of economic growth on CO2 emission in developing countries: Evidence from a dynamic panel threshold regression model. General and Applied Economics,

Baliamoune-Lutz, M. (2003). An Analysis of the Determinants and Effects of ICT Diffusion in Developing Countries, Information Technology for Development, 10, 151-169.

Cloete, E. and Courtney, S. (2002). Small businesses’ acceptance and adoption of e-commerce in the Western-Cape province of South Africa. The Electronic Journal on Information Systems in Developing Countries, 10(4), 1-13.

Dearing, J. W. and Cox, J. G. (2018). Diffusion of Innovations Theory, Principles, and Practice. Health Affairs, 37(2), 183.

Eze, S.C. Awa, H.O. Okoye, J.C. Emecheta, B.C. and Anazodo, R.O. (2013). Determinant factors of internet adoption by government owned universities in Nigeria, Journal of Enterprise Information Management, 26 (4), 427-443.

Farooqi, Z.U. Yaseen, M.R. Anwar, S. and Makhdum, M.S.A. (2020). Determinants of internet in developing countries. Indian Journal of Science and Technology, 13 (39), 4116-4126.

Fishbein, M. and Ajzen, I. (1975). Belief, Attitude, Intention, and Behaviour: An Introduction to Theory and Research. Reading, MA: Addison-Wesley.

Goyal, E. Purohit, S. and Bhagat, M. (2010). Factors that affect internet usage: A case study in management education. Journal of Information Technology Management, 21 (4), 38-57.

Guerrieri, P. Luciani, M. and Meliciani, V. (2011). The Determinants of Investment in Information and Communication Technologies, Economics of Innovation and New Technology, 20, 387-403.

Haller, S. and Siedschlag, I. (2011). Determinants of ICT adoption: Evidence of firm level data. Applied Economics, 43 (26), 3775-3788.

Hassan, M.A. Samah, B.A. Shaffril, M.A. and Jeffrey, L.D. (2012). Determinants of internet usage among village administrators in Malaysia using extended technology acceptance model. Research Journal of Applied Sciences, 7 (8), 370-381.

Im, K.S. Pesaran, M.H. and Shin, Y. (2003). Testing unit roots in heterogeneous panels. Journal of Econometrics, 115 (1), 53-74.

International Monetary Fund (2015). World Economic Outlook: Adjusting to Lower Commodity Prices. Washington (October).

Johny, A. and Bhasi, M. (2015). An Integrated Model of Factors Affecting Information Technology Implementation Success in Organizations. International Journal of Engineering and Management Research, 5(2), 81-89.

Jorgenson, D.W. and Vu, K.M. (2016). The impact of ICT investment on world economic growth. Telecommunications Policy, 40 (5), 381-382.

Joshua, K.K. and Musau, F. (2020). Determinants of internet adoption by religious organizations: A case of National Council of Churches of Kenya Member Churches in Nairobi. Journal of Information and Technology, 4 (1), 70-90.

Kao, C. (1999). Spurious regression and residual-based tests for co-integration in panel data, Journal of Econometrics, 90 (1999), 247-259.

Khalifa, A.B. (2016). Determinants of information and communication technologies adoption by Tunisian firms. Journal of Innovation in Economics and Management, 2 (20), 151-177.

Korpelainen, E. (2011). Theories of ICT System Implementation and Adoption – A Critical Review. Department of Industrial Engineering and Management.

Kossai, M. Souza, M.L.L Zaied, Y.B. and Nguyen, P. (2020). Determinants of the adoption of the information and communication technologies: The case of Tunisian Electrical and Electronics sector. Journal of the Knowledge Economy, 11, 845-864.

Kruger, J.J. and Rhiel, M. (2016). Determinants of information and communication technologies infrastructure: A cross-country statistical analysis. Darmstadt Discussion Paper Series in Economics Number 228.

Kyalo, J.K. and Nzuki, D.D.M. (2014). Determinants of internet integration in tertiary institutions. International Journal of Education and Research, 2 (3), 1-10.

Levin, A. Lin, C.F. and Chu, C.S.J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108 (1), 1-24.

Manueli, K. Latu, S. and Koh, D. (2007). ICT Adoption Models. 20th Annual Conference of the National Advisory Committee on Computing Qualifications (NACCQ 2007), Nelson, New Zealand. Samuel Mann and Noel Bridgeman (Eds).

Masiya, M. Chafuwa, C. and Donda, M. (2015). Determinants of Tax Revenue in Malawi (January 1, 2015). Available at SSRN: or

Mitchell, E., and Kovach, J. (2016). Improving supply chain information sharing using design for six sigma. European Research on Management and Business Economics, 22(3), 147-154.

Muathe, S.M.A. (2010). The determinants of adoption of internet by small and medium enterprises within the health sector in Nairobi, Kenya, Unpublished Doctoral Thesis Kenyatta University -Department of Economics.

Mugobi, T.I. and Mlozi, S.R. (2020). ICT usage determinants among Tanzania World Heritage sites. Tourism and Heritage Sites, 2 (2020), 41-57.

Nasab, E.H. and Aghaei, M. (2009). The effect of ICT on economic growth: Further evidence. International Bulletin of Business Administration, (5), 46-56.

Ngidi, N.V. (2019). Determinants of ICT adoption by small and medium enterprises in Pietermaritzburg. Unpublished Master’s Degree Thesis, University of Kwazulu-Natal.

Niebel, T. (2018). ICT and economic growth – Comparing developing, emerging and developed countries. World Development, 104 (April), 197-211.

Niyigena, J. Jiang, Q. Ziou, D. Shaw, R. and Hasan, A.S.M.T. (2020). Modeling the measurements of the determinants of ICT fluency and evolution of digital divide among students in developing countries – East Africa case study. Applied Sciences, 10 (7), 1-27.

Perez-Arostegui, M. Bustinza-Sanchez, F. and Barrales-Molina, V. (2015). Exploring the relationship between information technology competence and quality management. Business Review Quarterly, 18(1), 4-17.

Puspitasari, N. Firdaus, M. B. Haris, C. A. and Setyadi, H. J. (2019). An Application of the UTAUT Model for Analysis of Adoption of Integrated License Service Information System. Procedia Computer Science 161 (2019), 57–65.

Rogers, E. M. (1983; 1995). Diffusion of Innovations, 3th edition; 4th edition, New York: Free Press.

Rouleau, G. Gagnon, M. P. and Cote, J. (2015). Impacts of Information and Communication Technologies on Nursing Care: An Overview of Systematic Reviews, Systematic Reviews, 23(4), 75-83.

Sahin, I. (2006). Detailed review of Rogers’ diffusion of innovations theory and educational technology-related studies based on Rogers’ theory. The Turkish Online Journal of Educational Technology – TOJET, 5(2): 1303-6521.

Seifu, K. (2020). Determinants of internet integration in teaching-learning process at Aksum University. Cogent Education, 7 (1),

Sekabira, H. Bonabana, J. and Asingwire, N. (2012). Determinants for adoption of internet-based market information services by smallholder farmers and traders in Mayuge District, Uganda. Journal of Development and Agricultural Economics, 4 (14), 404-415.

Tembo, J. (2018). Regional financial integration and its impact on financial sector development: The case of Southern Africa, Unpublished Doctoral Thesis, University of South Africa.

Van Akkeren J. and Cavaye, A. L. (1999). Baby S to Little S: Small business IT market readiness and overcoming their fear factor. Proceedings of the 10th Australiasian Conference on Information Systems (ACIS99, p1071-1083). Wellington, New Zealand, Dec.

Venkatesh, V. Morris, M. G. Davis, G. B. and Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478.

Vidas-Bubanja, M and Bubanja, I. (2015). ICT as prerequisite for economic growth and competitiveness –Case study print media industry. Journal of Engineering Management and Competitiveness, 5 (1), 21-28.

Wang, S. and Feeney, M.K. (2014). Determinants of internet adoption in municipalities. The American Review of Public Administration, 43 (3), 292-313.

Yu, T.K. Lin, M.L. and Liao, Y.K. (2017). Understanding factors influencing information communication technology adoption behavior: The moderators of information literacy and digital skills. Computers in Human Behavior, 71, 196-208.




How to Cite

Tsaurai, K., & Chimbo, B. (2022). Determinants of internet usage: Relevance of financial development in the case of emerging markets?. Acta Universitatis Danubius. Œconomica, 18(3). Retrieved from



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