ICT Usage and Economic Growth of Nigeria
Keywords:
ICT Usage; Cloud Accounting; Economic growth; NigeriaAbstract
This study explores the relationship between the usage of Information and Communication Technology (ICT) and the economic growth of Nigeria. The data used for this study was obtained from the World Bank, Central Bank of Nigeria (CBN) Statistical Bulletin, and other internet sources. The primary objective of this study is to evaluate the impact of the import and export of ICT on Nigeria's economic growth. The findings demonstrate that the use of ICT is mainly prevalent in cloud accounting and ICT facilities in the oil and gas industry and banking sector. At the same time, ICT imports and exports in Nigeria's entrepreneurship businesses are relatively insignificant. The study concludes that Nigerian entrepreneurs use inadequate ICT facilities mainly due to the need for more information technology knowledge, especially cloud accounting systems, which are relatively new and unfamiliar to most Nigerian entrepreneurs. Based on these findings and conclusions, this study recommends that the government should use relevant agencies to create greater ICT awareness and capacity building among Nigerian entrepreneurs, particularly the youth, by providing massive ICT practical training and retraining to acquaint and arm them with adequate and innovative knowledge and skills of what cloud accounting and other ICT facilities are all about, their benefits and challenges. Moreover, the agency should encourage entrepreneurs to use locally made ICT tools and facilities and improve their capacity to acquire and export them to boost foreign exchange earnings for more significant economic growth.
References
Abbah, O.I. & Ogwo, U.(2021). Integrating information and communication technology in entrepreneurship in sports: The way forward. e-Services, p.159. 10.5772/intechopen.94995.
Abiodun, O.O., Sunday, A.I., Chukwudi, O.A., Phalecs, J., Blessing, O. & Omozuanvbo, A.C.(2013). Achieving cashless economy in Nigeria: The cloud computing approach and imperative of Nigeria’s CBN for effective coordination. International Journal of Multidisciplinary Sciences and Engineering, 4(6), pp.20-26.
Achimugu, P., Oluwagbemi, O., Oluwaranti, A. & Afolabi, B.(2009). Adoption of information and communication technologies in developing countries: an impact analysis. Journal of Information Technology Impact, 9(1),37-46.
Adelabu, O.A.& Adu, E.O.(2015). Information and Communications Technologies (ICT) facilities for effective instructional delivery in tertiary institutions. Journal of Communication, 6(1),182-187.
Akingbolu, R.(2021). Nigeria loses U.S.$450 million annually to adoption of foreign cloud computing services. https://allafrica.com/stories/202101110135.html [Accessed 10 November, 2023].
Alashhab, Z.R., Anbar, M., Singh, M.M., Leau, Y.B., Al-Sai, Z.A. & Alhayja’a, S.A.(2021). Impact of coronavirus pandemic crisis on technologies and cloud computing applications. Journal of Electronic Science and Technology, 19(1), 100059.
Ariwa, K.C. & Ariwa, E., (2017). Engineering sustainability and cloud computing in higher education-a case study model in Nigeria. International Journal of Computing and Network Technology, 5(02), 65-75. http://dx.doi.org/10.12785/IJCNT/050204
Asogwa, B.E.(2013). Electronic government as a paradigm shift for efficient public services: Opportunities and challenges for Nigerian government. Library Hi Tech, 31(1), 141-159. https://doi.org/10.1108/07378831311303985
Atadoga, A., Umoga, U.J., Lottu, O.A. & Sodiya, E.O.(2024). Evaluating the impact of cloud computing on accounting firms: A review of efficiency, scalability, and data security. Global Journal of Engineering and Technology Advances, 18(2), 065-074.
Atiti, J.O.(2021). Investigating the adoption levels of cloud computing in Nigeria (Doctoral dissertation, Dublin Business School). https://esource.dbs.ie/handle/10788/4299
Attaran, M., & Woods, J. (2019). Cloud computing technology: improving small business performance using the Internet. Journal of Small Business & Entrepreneurship, 31(6), 495-519. https://doi.org/10.1080/08276331.2018.1466850
Azu, N.P., Hussaini, D., Chima, K.O. & Abdullahi, H.P.(2024). Digital dynamics: exploring ICT's role in revolutionising Nigeria's trade sectors. Journal of Electronic Business & Digital Economics.
Bask, I. (2015). Why cloud technology is the smart move right from start up. Entrepreneur. https://www.entrepreneur.com/article/241914.[ Accessed 10 October, 2023].
Benz, C.R. & Newman, I. (2008). Mixed methods research: Exploring the interactive continuum. SIU Press.
Bilan, Y., Mishchuk, H., Samoliuk, N. & Grishnova, O., (2019). ICT and economic growth: Links and possibilities of engaging. Intellectual Economics, 13(1),93-104.
Bower, J. L., & Christensen, C. M. (1995). Disruptive technologies: Catching the wave.
Bührer, C., Hagist, C.(2017). The effect of digitalization on the labor market. In: Ellermann, H., Kreutter, P., Messner, W. (Eds.), The Palgrave Handbook of Managing Continuous Business Transformation. Palgrave Macmillan UK, pp. 115–137. https:// doi.org/10.1057/978-1-137-60228-2_5
Caballero-Morales, S.O.(2021). Innovation as recovery strategy for SMEs in emerging economies during the COVID-19 pandemic. Research in international business and finance, 57, 101396. https://doi.org/10.1016/j.ribaf.2021.101396
Cambridge, Mass
Cardona, M., Kretschmer, T., & Strobel, T. (2013). ICT and productivity: conclusions from the empirical literature. Information Economics and policy, 25(3), 109-125. https://doi.org/10.1016/j. infoecopol.2012.12.002.
Chen, X., Guo, M. & Shangguan, W., (2022). Estimating the impact of cloud computing on firm performance: An empirical investigation of listed firms. Information & Management, 59(3), 103603. https://doi.org/10.1016/j.im.2022.103603
Chitra, M., Surianarayanan, R., Mahamuni, V.S., Mohammed, S., Keno, M.T. & Boopathi, S., (2025). Study on Cloud Computing-Empowered Small and Medium Enterprises. In Essential Information Systems Service Management (pp. 189-220). IGI Global.
Christensen, C. M. & Bower, J. L. (1996). Customer power, strategic investment, and the failure of leading firms. Strategic Management Journal (1986-1998), 17, 197
Christensen, C. M. (1997). The innovator’s dilemma. Harvard Business School Press,
Christensen, C. M. (2006). The ongoing process of building a theory of disruption. Journal of Product Innovation Management, 23, 39-55.
Chu, N., Oxley, L. & Carlaw, K., (2005). ICT and causality in the New Zealand economy. In Proceedings of the 2005 international conference on simulation and modelling.
Cisco (2003). ICT and GDP growth in the United Kingdom: A sectoral analysis. Report to Cisco Systems by London Economics. https://londoneconomics.co.uk/blog/publication/ict-and-gdp-growth-in-the-united-kingdom-a-sectoral-analysis-3/[Accessed 14 June, 2023].
d BH, T., Lehara, F. & Sarajevo, B.H.(2022). Cyber security perspective of top future technologies. Building Cyber Resilience against Hybrid Threats, 61, 85.
Daly, H. E. (2005). Economics in a full world. Scientific american, 293(3), 100-107. https://www.jstor.org/stable/26061149
Danchev, S., Tsakanikas, A. & Ventouris, N., (2011). Cloud computing: A driver for Greek economy competitiveness. Foundation for Economic & Industrial Research, IOBE: Athens, Greece.1-83.http://iobe.gr/docs/research/en/RES_05_F_25112011.pdf
Dhar, P., (2012). Cloud computing and its applications in the world of networking. International Journal of Computer Science Issues (IJCSI), 9(1), p.430.
Donou-Adonsou, F. (2019). Technology, education, and economic growth in Sub-Saharan Africa. Telecommunications policy, 43(4), 353-360. https://doi.org/10.1016/j. telpol.2018.08.005.
Donou-Adonsou, F., & Lim, S. (2018). On the importance of Chinese investment in Africa. Review of development finance, 8(1), 63-73. https://doi.org/10.1016/j.rdf.2018.05.003
Doran, H.E.,(1989). Applied regression analysis in econometrics, 102. CRC Press.
Dwivedi, D. N (2004). Managerial Economics, 6th edition, Vikas Publishing, New Delhi
Dzvinchuk, D., Radchenko, O., Kachmar, O., Myskiv, I. & Dolinska, N.(2020). Analysis of platforms and tools of open study in the conditions of postmodern education. Revista Romaneasca pentru Educatie Multidimensionala, 12(3), 125-143. https://doi.org/10.18662/rrem/12.3/313
Egiyi, M.A. & Udeh, S.N., (2020). Overview of Cloud Accounting in Nigeria. International Journal of Academic Management Science Research (IJAMSR), 4(6), 81-88. http://eprints.gouni.edu.ng/id/eprint/3595
Erixon, L. & Pontusson, J.(2022). Rebalancing balanced growth: the evolution of the Swedish growth model since the mid-1990s. Diminishing returns: the new politics of growth and stagnation, 268-92.
Etro, F. (2009). The economic impact of cloud computing on business creation, employment and output in Europe. Review of Business and Economics, 54, 179-208.
Eugeni, M., Quercia, T., Bernabei, M., Boschetto, A., Costantino, F., Lampani, L., Spaccamela, A.M., Lombardo, A., Mecella, M., Querzoni, L. & Usinger, R.(2022). An industry 4.0 approach to large scale production of satellite constellations. The case study of composite sandwich panel manufacturing. Acta Astronautica, 192,276-290. https://doi.org/10.1016/j.actaastro.2021.12.039.
Evans, O. (2019). Repositioning for increased digital dividends: Internet usage and economic well-being in Sub-Saharan Africa. Journal of Global Information Technology Management, 22(1), 47-70.https://doi.org/10.1080/1097198X.2019.1567218.
Fahlevi, M., Asdullah, M.A., Raza, F.A., Watto, W.A., Aljuaid, M. & Aziz, A.L.(2024). The influence of information and communication technology on trade in developing countries and partners. Cogent Business & Management, 11(1), p.2320814.
Farhadi, M., Isreal, R , & Masood F. M. (2012), Information and Communication Technology use and economic growth. PloS one, 7(11), e48903. https://doi.org/10.1371/journal.pone.0048903.
Filiopoulou, E., Mitropoulou, P. and Michalakelis, C., (2014). SMEs in the cloud: The impact of cloud adoption on economic growth and development. Proceedings of the ICEIRD 2014.
Fishbein, M., &Ajzen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Reading, Mass; Don Mills, Ontario: Addison-Wesley Pub. Co.
Frans, R.P.E. & Aryani, M.I.(2020). The influences of fashion as a soft power towards France’s economic growth. WIMAYA, 1(02), 31-39.
Gital, A.Y.U. & Zambuk, F.U. (2011). Cloud computing: Solution to ICT in higher education in Nigeria. Advances in Applied Science Research, 2(6), 364-369.
Golightly, L., Chang, V., Xu, Q.A., Gao, X. & Liu, B.S.(2022). Adoption of cloud computing as innovation in the organization. International Journal of Engineering Business Management, 14, https://doi.org/10.1177/18479790221093992.
Gomez, F.S., Urbano, L.M.P., Terán, H.S., Solarte, M.F. & Ruipérez-Valiente, J.A.(2022). SmartFC: mobile application for high school students supported in flipped classroom with low connectivity conditions. IEEE Revista Iberoamericana de Tecnologias del Aprendizaje, 17(1),9-16. https://doi.org/10.1109/RITA.2022.3149835.
Gupta, R.K.(2025). The Role of Technology in Enhancing Small Business Accounting Efficiency: A Case for Cloud-Based Solutions. Available at SSRN 5151563.
Gwani, A.M., Haggaze, H.A.A. & Ayuba, B.(2020). Impact of Entrepreneurship Development on Sustainable Job Creation Amongst Youths in Bauchi State, Nigeria (2013-2017). European Journal of Business and Management, 12(27), 1-24. https://doi.org/10.7176/EJBM/12-27-02.
Harvard Business Review, (Jan-Feb), 43-53
Hassan, H. (2017). Organisational factors affecting cloud computing adoption in small and medium enterprises (SMEs) in service sector. Procedia computer science, 121, pp.976-981. https://doi.org/10.1016/j.procs.2017.11.126
Hassan, H., Mohd Nasir, M. H., Khairudin, N., &Adon, I. (2017). Factors influencing cloud computing adoption in small and medium enterprises. Journal of Information and Communication Technology, 16(1), pp.21-41.
Hayes, B. (2008). Cloud computing. Communications of the ACM 51 (7), 9-11. https://doi.org/10.1145/1364782.1364786.
Hennessy, S., Ruthven, K. & Brindley, S.U.E.(2005). Teacher perspectives on integrating ICT into subject teaching: commitment, constraints, caution, and change. Journal of curriculum studies, 37(2), 155-192. https://doi.org/10.1080/0022027032000276961
Herbert, W.E. (2022). Disruptive technology: Accounting practices, financial and sustainability reporting, Lead Paper Presentation at the ICAN 7th Annual International Academic Conference on Accounting & Finance, April 12-13, Rivers State University, Port Harcourt, Nigeria,weherbert12@gmail.com
Hodrab , R., Maitah, M. & Luboš, S. (2016). The effect of Information and Communication Technology on economic growth: Arab World Case. International Journal of Economics and Financial Issues, 6(2),765-775
Howitt, P. (1999), Steady endogenous growth with population and R&D inputs growing. Journal of Political Economy, 107(4), pp.715-730. https://doi/abs/10.1086/250076.
https://data.worldbank.org/indicator/TM.VAL.ICTG.ZS.UN[Accessed 6 August, 2023]
https://tradingeconomics.com/nigeria/ict-goods-imports-percent-total-goods-imports-wb-data.html[Accessed 6 August, 2023]
International Trade administration (2022).Nigeria-country commercial guide. https://www.trade.gov/country-commercial-guides/nigeria-information-andcommunications- technology [Accessed 20 August, 2023].
Ionescu, L.(2019). Big data, blockchain, and artificial intelligence in cloud-based accounting information systems. Analysis and Metaphysics, (18), 44-49.
Ishida, H. (2015). The effect of ICT development on economic growth and energy consumption in Japan. Telematics and Informatics, 32(1), 79-88. https://doi.org/10.1016/j. tele.2014.04.003.
ITU. (2018). ITU Measuring the Information Society 2018 Volume
Jain, R., Prajapati, D. & Dangi, A.(2023). Transforming the Financial Sector: A Review of Recent Advancements in FinTech. Available at SSRN 4380348.
Jin, S. & Cho, C.M., (2015). Is ICT a new essential for national economic growth in an information society?. Government Information Quarterly, 32(3), 253-260. https://doi.org/10.1016/j.giq.2015.04.007
Jorgenson, D. W., & Vu, K. M. (2016). The ICT revolution, world economic growth, and policy issues. Telecommunications Policy, 40(5), 383-397. https://doi.org/10.1016/j. telpol.2016.01.002.
Kabongo, J.D., & Okpara, J.O. (2014). ICT possession among Congolese SMEs: an exploratory study. Journal of Small Business and Enterprise Development, 21(2), 313-326. https://doi.org/10.1108/JSBED-10- 2013-0143.
King, S., T. Hicks, & J. Reeves. (2014). Small business success in the cloud, intuit. https://www.slideshare.net/IntuitInc/future-of-smb-for-slide-sharev2/1[Accessed 2 October, 2023].
Kodongo, O. & Ojah, K., (2016). Does infrastructure really explain economic growth in Sub-Saharan Africa?. Review of Development Finance, 6(2), 105-125. https://doi/abs/10.1016/j.rdf.2016.12.001.
Konstantinos, K., Persefoni, M., Evangelia, F., Christos, M., & Mara, N. (2015). Cloud computing and economic growth. In Proceedings of the 19th Panhellenic Conference on Informatics, 209-214. https://doi.org/10.1145/2801948.2802000
Lai, P. C. (2017). The literature review of technology adoption models and theories for the novelty technology. JISTEM-Journal of Information Systems and Technology Management, 14, 21-38. https://doi.org/10.4301/S1807-17752017000100002
Lavoie, A. (2015). 4 reasons small businesses should migrate to the cloud. https://www.entrepreneur.com/article/245784 [Accessed 2 June, 2023].
Leo, M.J.G.(2022) National innovation system and economic development in Nigeria. International Journal of Research and Scientific Innovation (IJRSI), 9(7), 35-47
Merseedi, K.J. & Zeebaree, S.R.(2024). The cloud architectures for distributed multi-cloud computing: a review of hybrid and federated cloud environment. The Indonesian Journal of Computer Science, 13(2).
Miller, M.(2008). Cloud computing: Web-based applications that change the way you work and collaborate online. Que publishing.
Muhammed, K., Zaharaddeen, I., Rumana, K., &Turaki, A. M. (2015). Cloud computing adoption in Nigeria: Challenges and benefits. International Journal of Scientific and Research Publications, 5(7), 1-7.
Mujalli, A., Wani, M.J.G., Almgrashi, A., Khormi, T. & Qahtani, M.(2024). Investigating the factors affecting the adoption of cloud accounting in Saudi Arabia's small and medium-sized enterprises (SMEs). Journal of Open Innovation: Technology, Market, and Complexity, 10(2), p.100314.
Mujiono, M.N.(2021). The shifting role of accountants in the era of digital disruption. International Journal of Multidisciplinary: Applied Business and Education Research, 2(11), 1259-1274. https://doi.10.11594/10.11594/ijmaber.02.11.18.
Myovella, G., Karacuka, M. & Haucap, J.(2020). Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies. Telecommunications Policy, 44(2), 101856. https://doi.org/10.1016/j.telpol.2019.101856
Nduokafor, C.O., Ukoh, U.M. & Nworie, G.O.(2024). Use of cloud-based accounting software: A tool for business failure prevention. International Journal of Social Sciences and Management Research, 10(2), pp.99-114.
Newman, I. & Benz, C.R.(1998). Qualitative-quantitative research methodology: Exploring the interactive continuum. SIU Press.
Niebel, T. (2018). ICT and economic growth–Comparing developing, emerging and developed countries. World development, 104, 197-211. https://doi.org/10.1016/j. worlddev.2017.11.024.
Nordin, N.B., Mir, R.N. & Noor, Z.(2017). Adoption of cloud computing in higher learning institutions: a systematic review. Indian Journal of Science and Technology, 10(36),1-19. https://doi.10.17485/ijst/2017/v10i36/117641.
Nyoni, T., & Bonga, W. G. (2018). What determines economic growth in Nigeria?. Dynamic Research Journals (DRJ) Journal of Business & Management, 1(1), 37-47. https://ssrn.com/abstract=3121089
Ogundajo, G.O., Ogunode, O., Awoniyi, O. & Iwala, A. (2022). Usage of accounting software on cost control of listed deposit money banks in Nigeria. International Journal of Management Studies and Social Science Research, 4(6), 1-24. https://doi.org/10.56293/IJMSSSR.2022.4521.
Ogunsola, LA, & Okusaga T.O, (2006) Digital Divide Between developed and Less developed Countries: The Way Forward. Journal of Social Sciences 13(2), 137-146. https://doi.org/10.1080/09718923.2006.11892542
Ogunyemi, J. & Adesanya, J.(2020). Application of Emerging Technologies for Innovation in Nigeria: Prospects and Challenges in Post Covid-19 Era.
Oke, A.E., Aliu, J., Jamir Singh, P.S., Onajite, S.A., Shaharudin Samsurijan, M. & Azura Ramli, R.(2023). Appraisal of awareness and usage of digital technologies for sustainable wellbeing among construction workers in a developing economy. International Journal of Construction Management,1-9. https://doi.org/10.1080/15623599.2023.2179628
Oke, G.I. & Sibomana, O.(2025). Adoption of Digital Health Technology in Nigeria: A Scoping Review of Current Trends and Future Directions. Advances in Public Health, (1), 4246285.
Okoye Francis, A., Obodoeze Fidelis, C. & Asogwa Tochukwu, C.(2014) Cloud computing in Nigeria: Prospects, challenges, and operation framework. International Journal of Engineering Research & Technology (IJERT), 3(6), 2107-2113.
Olaoye, A.A., Oladeji, F.O. & Adebisi, E.A.(2025). Leveraging Digital Accounting and Corporate Governance for Financial Sustainability of Firms in Nigeria. FUDMA Journal of Accounting and Finance Research [FUJAFR], 3(1), 20-30.
Olusanya, S.O.(2013). Impact of foreign direct investment inflow on economic growth in a pre and post deregulated Nigeria economy. A granger causality test (1970-2010). European Scientific Journal, 9(25).
Onyeji-Nwogu, I., Bazilian, M. & Moss, T.(2017). The digital transformation and disruptive technologies: challenges and solutions for the electricity sector in African markets. https://hdl.handle.net/1911/97770.
Oruma, S.O., Misra, S. & Fernandez-Sanz, L.(2021). Agriculture 4.0: an implementation framework for food security attainment in Nigeria’s post-Covid-19 era. Ieee Access, 9, 83592-83627. https://doi.org/10.1109/ACCESS.2021.3086453.
Ou, L. & Zhang, Z., (2021). Research and Analysis on Cloud Accounting of Enterprises under the Background of New Economy. In Journal of Physics: Conference Series, 1852, (4), 042077). IOP Publishing.
Pan, W., Xie, T., Wang, Z. & Ma, L.(2022). Digital economy: An innovation driver for total factor productivity. Journal of business research, 139, 303-311.
Pathak, P.M.(2023). ICT tools for creativity in teaching learning process. EPRA International Journal of Multidisciplinary Research (IJMR), 9(3), 68-71.
Petcu, M.A., Sobolevschi-David, M.I. & Curea, S.C.(2024). Integrating digital technologies in sustainability accounting and reporting: Perceptions of professional cloud computing users. Electronics, 13(14), 2684.
Priya, M. (2011). Privacy issues and challenges in cloud computing. International Journal of Advanced Engineering Sciences and Technologies, 1-6.
Rababah, K. A., & Al-nassar, B. A. (2020). Factors influencing the adoption of cloud computing in small and medium enterprises in Jordan. International Journal of Cloud Applications and Computing (IJCAC), 10(3), 96-110. https://doi.org/10.4018/IJCAC.202007010.
Raja, S., Imaizumi, S., Kelly, T., & Narimatsu, J. & Paradi-Guilford, C. (2013). Connecting to work: How information and communication technologies could help expand employment opportunities. https://openknowledge.Worldbank.org/handle/1098 6/16243 [Accessed 2 September, 2023].
Rifkin, J.(2015). Zero Marginal Cost Society. Reprint edition (Griffin).
Rogers, E.M. (1995). Diffusion of Innovations. 4th ed., New York: The Free Press
Romer, P. M. (1990). Endogenous technological change. Journal of political Economy, 98(5, Part 2), S71-S102.https://doi.org/10.3386/w3210.
Roy, J. & Roy, J.(2013). Payments and Privacy. From Machinery to Mobility: Government and Democracy in a Participative Age, 69-81.
Sabir, S., Rafique, A. & Abbas, K., (2019). Institutions and FDI: evidence from developed and developing countries. Financial Innovation, 5(1),1-20.
Sanders, K., Sheard, J., Becker, B.A., Eckerdal, A., Hamouda, S. & Simon (2019). Inferential statistics in computing education research: A methodological review. In Proceedings of the 2019 ACM conference on international computing education research (pp. 177-185).
Sasu, D.D. (2022) Internet users in Nigeria 2018-2022, with forecasts up until 2027. https://www.statista.com/statistics/183849/internet-users-nigeria/ [Accessed 6 August, 2023]
Shodiyev, K.(2021). Contribution of ict to the tourism sector development in Uzbekistan. Academicia: an international multidisciplinary research journal, 11(2), 457-461.
Shoshtari, M. & Farid, S., (2013). Cloud computing adoption in developing countries: A tentative framework based on experiences from Iran. Master, University of Borås. https://www.diva-portal.org/smash/get/diva2:1309140/FULLTEXT01.pdf[Accessed 6 October, 2023].
Slaheddine, M. (2012). Cloud computing in Africa situation and perspectives. Regulatory and Market Environment Division IEE/BDT/ITU
Smith, R. (2009). Computing in the cloud. Research Technology Management 52 (5),65–68.
Sobhan, R., (2019). The concept of Cloud Accounting and its Adoption in Bangladesh. International Journal of Trend in Scientific Research and Development, 3(4),1261-1267.
Solomon, E.M. & van Klyton, A.(2020). The impact of digital technology usage on economic growth in Africa. Utilities policy, 67, 101104.
Sontiwanich, P.(2022). Citizen Engagement in a Smart City: A Case Study of Phuket, Thailand (Doctoral dissertation, Prince of Songkla University).
Soto, D., Shirai, S., Ueda, M., Higashida, M., Uranishi, Y. & Takemura, H.(2024). Cloud Computing Challenges and Needs in Higher Education Institutions in Post-COVID-19 Times: A Case of a Japanese Survey. IEEE Access.
Taj, I.& Zaman, N.(2022). Towards industrial revolution 5.0 and explainable artificial intelligence: Challenges and opportunities. International Journal of Computing and Digital Systems, 12(1), 295-320
The Guardian (2022) More than a third of world’s population have neve used internet, say UN. https://www.theguardian.com/technology/2021/nov/30/more-than-a-third-of-worlds-population-has-never-used-the-internet-says-un[Accessed 8 October, 2023].
The McKinsey Group (2012). Online and upcoming: The Internet’s impact on aspiring countries, New York: McKinsey & Company, Inc..
Trading Economic (2023). Nigeria - ICT Goods Imports (% Total Goods Imports).
Truong, D. (2010). How cloud computing enhances competitive advantages: A Research Model for Small Businesses. The Business Review 15 (1),59-65.
Ukwuoma, H.C., (2019). The effect of ICT on economic growth in Nigeria. Int. J. Manag. Technol. Eng, 9(2), 2292-2302.
Umezuruike, C., Oludele, A., Kuyoro, S.O. & Izang, A.A.(2015). Broadband Internet penetration in Nigeria: a review. International Journal of Research Studies in Computer Science and Engineering (IJRSCSE), 2(1), 1-7.
UNCTAD (2017). Information Economy Report. United Nations Conference on Trade and Development, p. 130. http://unctad.org/en/pages/PublicationWebflyer.aspx?pu blicationid=1872.
United States International Trade Commission (2020). U.S. Trade and Investment with Sub-Saharan Africa: Recent trends and new developments. Publication Number: 5043, Investigation Number: 332-571https://www.usitc.gov/publications/332/pub5043.pdf [Accessed 2 June, 2022].
Vadisetty, R.(2024). November. Efficient large-scale data based on cloud framework using critical influences on financial landscape. In 2024 International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC) (pp. 1-6). IEEE.
Vailshery, LS.(2022). Public cloud services market size 2017-2022. https://www. statista.com /statistics/273818/global-revenue-generated-with-cloud-computing-since-2009/[ Accessed 1 April, 2023].
Valenduc, G.& Vendramin, P.(2017). Digitalisation, between disruption and evolution. Transfer: European Review of Labour and Research 23 (2), 121–134. https://doi. org/10.1177/1024258917701379.
Vlados, C. & Chatzinikolaou, D.(2025). The emergence of the new globalization: the approach of the evolutionary structural triptych. Journal of Global Responsibility, 16(1), pp.139-161.
Wamboye, E., Tochkov, K., & Sergi, B. S. (2015). Technology adoption and growth in sub-Saharan African countries. Comparative Economic Studies, 57, 136-167. https://doi.org/ 10.1057/ces.2014.38.
World Bank (2013). How information and communication technologies could help expand employment opportunities. https://documents1.worldbank.org/curated/en/2903014 68340843514 /pdf/809770WP0Conne00Box379814B00PUBLIC0.pdf [Accessed 15 February, 2023].
World Bank (2019). Nigeria digital economy diagnostic report. World Bank, Washington, DC. © World Bank. https://openknowledge.worldbank.org/handle/10986/32743License: CC BY 3.0 IGO.[ Accessed 2 July, 2023]
World Bank (2022a). ICT goods imports (% total goods imports) – Nigeria https://data.worldbank. org/indicator/TM.VAL.ICTG.ZS.UN?end=2020&locations=NG&start=2000[Accessed 4 April, 2023].
World Bank (2022b). GDP growth (annual %)-Nigeria. https://data.worldbank.org/ indicator/NY.GDP.MKTP.KD.ZG?end=2020&locations=NG&start=2000[Accessed 5 August, 2023].
World Bank (2022c). ICT goods exports (% of total goods exports)-Nigeria. https://data.worldbank.org/indicator/TX.VAL.ICTG.ZS.UN?end=2020&locations=NG&start=2000[Accessed 4 May, 2023].
World Bank (2022d). Individuals using the Internet (% of population) – Nigeria. https://data.worldbank.org/indicator/IT.NET.USER.ZS?end=2020&locations=NG&start=2000[Accessed 4 April, 2023].
World Bank (2023). Nigeria - ICT Goods Imports (% Total Goods Imports).
Youseff, L., Butrico, M. & Da Silva, D., (2008). November. Toward a unified ontology of cloud computing. In 2008 Grid Computing Environments Workshop (pp. 1-10). IEEE. https://doi.10.1109/GCE.2008.4738443.
Yvanovich, R. (2019). 5 compelling reasons why you eed cloud accounting software today, https://academy.trginternational.com/courses/gen-01-sunsystems-introduction?th__ug=2ed8b06a [Accessed 4 May, 2023].
Zhang, B., Ying, L., Khan, M.A., Ali, M., Barykin, S. & Jahanzeb, A.(2023). Sustainable digital marketing: Factors of adoption of m-technologies by older adults in the Chinese market. Sustainability, 15(3), 1972.