References
Abdullahi, Y. A., Yusuf, A. O., & Ojo, O. A. (2023). Digital transformation and operational resilience in manufacturing firms in Nigeria. Nigerian Journal of Management Sciences, 24(2), 118–133.
Adegbite, E., Elufioye, O., & Akinyemi, A. (2022). Digitalisation and manufacturing competitiveness in Sub-Saharan Africa. African Journal of Economic and Management Studies, 13(4), 614–630. https://doi.org/10.1108/AJEMS-08-2021-0367
Ambulkar, S., Blackhurst, J., & Grawe, S. (2015). Firm’s resilience to supply chain disruptions: Scale development and empirical examination. Journal of Business Logistics, 36(1), 111–122. https://doi.org/10.1111/jbl.12088
Attah, E. Y., Eze, B. U., & Okwu, M. O. (2024). Artificial intelligence and logistics optimisation in emerging economies: Evidence from Nigeria. Journal of African Business, 25(2), 219–238. https://doi.org/10.1080/15228916.2023.2287146
Bag, S., Wood, L. C., Mangla, S. K., & Luthra, S. (2021). Procurement 4.0 and the emerging digital transformation of supply chains. International Journal of Production Economics, 241, 108311. https://doi.org/10.1016/j.ijpe.2021.108311
Belhadi, A., Kamble, S. S., Zkik, K., Cherrafi, A., & Touriki, F. E. (2021). Artificial intelligence-driven innovation for enhancing supply chain resilience and performance. Supply Chain Management: An International Journal, 26(6), 782–800. https://doi.org/10.1108/SCM-03-2021-0129
Central Bank of Nigeria. (2024). Statistical bulletin 2024. Abuja: Central Bank of Nigeria.
Central Bank of Nigeria. (2025). Annual economic report 2025. Abuja: Central Bank of Nigeria.
Dubey, R., Gunasekaran, A., Childe, S. J., Bryde, D. J., & Giannakis, M. (2021). Big data analytics capability and organisational resilience in supply chains. International Journal of Production Economics, 231, 107982. https://doi.org/10.1016/j.ijpe.2020.107982
Federal Ministry of Industry, Trade and Investment. (2024). Industrial development strategy report. Abuja: Government of Nigeria.
Federal Ministry of Transportation. (2025). National transport policy implementation report. Abuja: Government of Nigeria.
Galbraith, J. R. (1974). Organization design: An information processing view. Interfaces, 4(3), 28–36.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2022). Multivariate data analysis (9th ed.). Boston, MA: Cengage Learning.
International Monetary Fund. (2025). Nigeria: Selected issues and country report. Washington, DC: International Monetary Fund.
International Trade Centre. (2024). Digital technologies and trade competitiveness in Africa. Geneva: International Trade Centre.
Ivanov, D., & Dolgui, A. (2021). A digital supply chain twin for managing disruptions and resilience. International Journal of Production Research, 59(5), 1440–1458. https://doi.org/10.1080/00207543.2020.1768450
Kumar, S., Mangla, S. K., Raut, R. D., & Narkhede, B. E. (2025). Artificial intelligence and predictive logistics systems for resilient supply chains. Computers & Industrial Engineering, 196, 110412. https://doi.org/10.1016/j.cie.2025.110412
Lekki Free Zone Development Company. (2025). Annual operations and logistics report. Lagos: LFZDC.
Manufacturers Association of Nigeria. (2024). MAN economic review and outlook. Lagos: Manufacturers Association of Nigeria.
Manufacturers Association of Nigeria. (2025). Annual report of the manufacturing sector. Lagos: Manufacturers Association of Nigeria.
National Bureau of Statistics. (2024). Nigeria transport and logistics statistics report. Abuja: National Bureau of Statistics.
National Bureau of Statistics. (2025). Nigerian manufacturing sector performance report. Abuja: National Bureau of Statistics.
National Information Technology Development Agency. (2024). National artificial intelligence strategy framework. Abuja: NITDA.
National Information Technology Development Agency. (2025). Digital economy and AI adoption report. Abuja: NITDA.
Nigerian Ports Authority. (2024). Annual port performance report. Lagos: Nigerian Ports Authority.
Nigerian Ports Authority. (2025). Port statistics and operational performance report. Lagos: Nigerian Ports Authority.
Nigerian Shippers’ Council. (2024). National logistics performance report. Abuja: Nigerian Shippers’ Council.
Organisation for Economic Co-operation and Development. (2024). Digital transformation and supply chain resilience. Paris: OECD Publishing.
Ponomarov, S. Y., & Holcomb, M. C. (2009). Understanding the concept of supply chain resilience. International Journal of Logistics Management, 20(1), 124–143. https://doi.org/10.1108/09574090910954873
Queiroz, M. M., Ivanov, D., Dolgui, A., & Fosso Wamba, S. (2022). Impacts of digital technologies on supply chain resilience and performance. International Journal of Production Economics, 244, 108344. https://doi.org/10.1016/j.ijpe.2021.108344
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
United Nations Conference on Trade and Development. (2024). Review of maritime transport 2024. Geneva: United Nations.
World Bank. (2024). Africa pulse: Strengthening resilience through digital transformation. Washington, DC: World Bank.
World Economic Forum. (2025). Global risks report 2025. Geneva: World Economic Forum.
Wamba, S. F., Queiroz, M. M., Trinchera, L., & Fosso Wamba, S. (2023). Digital transformation capabilities and supply chain resilience: Evidence from manufacturing firms. Journal of Business Research, 154, 113–127. https://doi.org/10.1016/j.jbusres.2022.08.043
World Trade Organization. (2024). World trade report 2024: Digital trade and resilient supply chains. Geneva: World Trade Organization.
Zogaan, W. A., Ajabnoor, N., & Salamai, A. I. (2025). Deep learning and supply chain risk prediction: Implications for logistics resilience. Journal of Big Data, 12(1), 44–61. https://doi.org/10.1186/s40537-025-01044-7