References
Aba, M. M., Amado, N. B., Rodrigues, A. L., Sauer, I. L., & Richardson, A. A. M. (2023). Energy transition pathways for the Nigerian road transport: Implication for energy carrier, powertrain technology, and CO2 emission. Sustainable Production and Consumption, 38, 55–68. Adamu, A. (2024). Unlocking the potential of compressed natural gas in Nigeria: A technical and market analysis. IOSR Journal of Economics and Finance, 15(6), 42–47. Adedayo, T., & Musa, I. (2023). The impact of fuel subsidy removal on the Nigerian transportation sector. Journal of Economic Analysis, 12(2), 45–56. Agyekum, E. B., Adebayo, T. S., Ampah, J. D., Chakraborty, S., Mehmood, U., & Nutakor, C. (2023). Transportation in Africa under Paris Agreement 2°C goal—a review of electric vehicle potentials, cleaner alternative fuels for the sector, challenges, and opportunities. Environmental Science and Pollution Research, 1–36. Ajao, Q., Sadeeq, L., & Sodiq, O. O. (2024). Drivers of electric vehicle adoption in Nigeria: An extended UTAUT framework approach. arXiv preprint arXiv:2410.17282. Alozie, C., Chukwudi, K., Nwadike, D., & Ayodele, E. (2024). Road to decarbonization: The role of liquefied natural gas as a transitioning energy source for transportation in Nigeria. SPE Nigeria Annual International Conference and Exhibition. Bryman, A. (2016). Social research methods. Oxford University Press. Chaudoir, S. R., Dugan, A. G., & Barr, C. H. (2013). Measuring factors affecting implementation of health innovations: A systematic review of structural, organizational, provider, patient, and innovation level measures. Implementation Science, 8(1), 22. Cochran, W. G. (1977). Sampling techniques (3rd ed.). Wiley. Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage Publications. Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. Dike, S. C., & Agwor, C. I. (2024). Dealing with sustainability issues around the newly combined natural gas initiative of the Federal Government for automated vehicles in Nigeria. AJIEEL, 10(1), 153–163. Dimoso, R. (2025). Evaluating the socioeconomic and infrastructural factors affecting compressed natural vehicle adoption in Tanzania. NG Journal of Social Development, 17(1), 34–47. Dyr, T., Misiurski, P., & Ziółkowska, K. (2019). Costs and benefits of using buses fuelled by natural gas in public transport. Journal of Cleaner Production, 225, 1134–1146. Garba, U., & Musa, M. Z. (2024). An overview of key safety concerns and sustainability of CNG retrofitted vehicles in Nigeria. FUDMA Journal of Sciences, 8(6), 264–270. Greenhalgh, T., Robert, G., Macfarlane, F., Bate, P., & Kyriakidou, O. (2004). Diffusion of innovations in service organizations: Systematic review and recommendations. The Milbank Quarterly, 82(4), 581–629. Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. A. (2017). Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). Sage. Hall, B. H., & Khan, B. (2003). Adoption of new technology. National Bureau of Economic Research Working Paper No. 9730. https://doi.org/10.3386/w9730 Hussaini, M., Babagana, M., Jibrin, I., Haliru, M. M., Ugoamadi, C. E., Hamid, A. T., et al. (2024). Appraising the prospects and scenario of low carbon energy transition for road transport sector in Maiduguri metropolis. Bayero Journal of Engineering and Technology, 19(1), 22–40. Ibeneme, I. O., & Ighalo, J. O. (2020). Implementation of CNG as an alternative fuel for automobiles in Nigeria: Benefits and recommendations. International Journal of Engineering Research and Technology, 9(7), 1516–1522. Igbojionu, A., Anyadiegwu, C., Anyanwu, E., Obah, B., & Muonagor, C. (2019). Technical and economic evaluation of the use of CNG as potential public transport fuel in Nigeria. Scientific African, 6, e00212. Igwe, I., Amadichuku, N., Ibanga, V. S., & Alerechi, U. (2024). Economic implications of converting petrol-based cars to natural gas-based cars. International Journal of Science, Engineering and Technology, 12(1). Imam, A. (2024). Evaluating regulatory frameworks for sustainable transport (CNG adoption in Nigeria). SSRN. Jilani, M. M. A. K., Moniruzzaman, M., Dey, M., Alam, E., & Uddin, M. A. (2022). Strengthening the trialability for the intention to use of mHealth apps amidst pandemic: A cross-sectional study. International Journal of Environmental Research and Public Health, 19(5), 2752. https://doi.org/10.3390/ijerph19052752 Karakaya, E., Hidalgo, A., & Nuur, C. (2014). Diffusion of eco-innovations: A review. Renewable and Sustainable Energy Reviews, 33, 392–399. Koul, S., & Eydgahi, A. (2017). A systematic review of technology adoption frameworks and their applications. Journal of Technology Management & Innovation, 12(4), 106–113. Menzli, L. J., Smirani, L. K., Boulahia, J. A., & Hadjouni, M. (2022). Investigation of open educational resources adoption in higher education using Rogers diffusion of innovation theory. Heliyon, 8(7). Muhibbu-Din, E. I. (2024). Reviewing the safety, benefits, and implementation of CNG and CBG adoption as energy and transport fuels in Nigeria. Proceedings of the Faculty of Engineering and Technology Conference (FETiCON 2024), University of Ilorin, Nigeria. Ogunlowo, O. O. (2016). Exploration of compressed natural gas as an automotive fuel in Nigeria (Doctoral dissertation, Loughborough University). Okoh, A. S., & Onuoha, M. C. (2024). Immediate and future challenges of using electric vehicles for promoting energy efficiency in Africa’s clean energy transition. Global Environmental Change, 84, 102789. Owoso, J. O., & Hodonu-Wusu, O. J. (2024). Harnessing globalization, information science and technological innovations in automobile industry into the transportation systems in Nigeria. Industrial Technology Education Research Journal, 7(1), 198–213. Rejali, S., Aghabayk, K., Esmaeli, S., & Shiwakoti, N. (2023). Comparison of technology acceptance model, theory of planned behavior, and unified theory of acceptance and use of technology to assess a priori acceptance of fully automated vehicles. Transportation Research Part A: Policy and Practice, 168, 103565. Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press. Tornatzky, L. G., & Klein, K. J. (1982). Innovation characteristics and innovation adoption- implementation: A meta-analysis of findings. IEEE Transactions on Engineering Management, 29(1), 28–45. Vagnani, G., Gatti, C., & Proietti, L. (2019). A conceptual framework of the adoption of innovations in organizations: A meta-analytical review of the literature. Journal of Management & Governance, 23(4), 1023–1062. Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the Technology Acceptance Model: Four longitudinal field studies. Management Science, 46(2), 186–204. Wisdom, J. P., Chor, K. H. B., Hoagwood, K. E., & Horwitz, S. M. (2014). Innovation adoption: A review of theories and constructs. Administration and Policy in Mental Health and Mental Health Services Research, 41(4), 480–502. Zamani, S. Z. (2022). Small and medium enterprises facing an evolving technological era: A systematic literature review on the adoption of technologies in SMEs. European Journal of Innovation Management, 25(6), 735–757.