contributions, while automation of cargo handling systems (β = .238, p < .000) shows substantial influence in
streamlining port operations. Electronic documentation (β = .137, p < .002) also makes a meaningful impact,
reducing bureaucratic bottlenecks and enhancing transparency. Digital customs clearance (β = .091, p < .042)
and cybersecurity infrastructure (β = .098, p < .029) contribute positively but to a lesser extent. These findings
align with existing literature emphasizing ICT as a driver of port efficiency and competitiveness in global
maritime logistics (Okeke & Anyanwu, 2020; Akinwale et al., 2022; Nwokedi, 2023). The results indicate that
while ICT adoption significantly improves port operations, certain areas such as digital clearance and
cybersecurity require continuous optimization to maximize efficiency gains.
CONCLUSION AND RECOMMENDATION
The study concludes that ICT adoption has a statistically significant influence on reducing operational
inefficiencies in Apapa and Tin Can Island Ports, with competence of ICT-skilled personnel, automation of
cargo handling, and real-time cargo tracking emerging as the most critical drivers, while electronic
documentation, digital customs clearance, and cybersecurity infrastructure also play supportive roles. To
enhance efficiency and global competitiveness, port authorities should prioritize continuous ICT capacity
building, sustain investment in automation and cargo visibility systems, and strengthen digital clearance
processes alongside robust cybersecurity frameworks, ensuring more seamless and effective port operations.
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