This study investigates how digital transformation influences the performance and competitiveness of container ports in Southeast Asia. A Digital Transformation Index was developed to measure the digital maturity of ten major ports across four dimensions: smart infrastructure, integration,...

Background: Improving container terminal efficiency requires a comprehensive understanding of the interactions between vessel, truck, and container operations, yet existing studies often analyzed these components separately. In Japanese container terminals, where digitalization initiatives are...

The global maritime and logistics sectors are undergoing rapid digital transformation driven by emerging technologies such as automation, the Internet of Things (IoT), and blockchain. Artificial Intelligence (AI), with its ability to analyze complex datasets, predict operational patterns, and...

The Asian region has become the world's manufacturing hub due to its cost advantages, driving the development of container transportation. Recently, enterprises have favored Southeast Asia for its demographic dividend and geographical benefits. The relationships between ports are complex, and...

Background: The Port of Santa Marta, located on Colombia's northern Caribbean coast, plays a vital role in the country's maritime trade, particularly in the export of agricultural and perishable goods. This raises the question: how competitive is Santa Marta's container terminal compared to...

The Container Port Performance Index (CPPI) provides a global benchmark of how container ports perform in handling vessel calls. Developed jointly by the World Bank and S&P Global Market Intelligence, it measures the time ships spend in port and relates this to the number of containers moved...

This study investigates how a KPI-based incentive system can enhance behavior alignment and operational performance in complex port environments, addressing the growing need for data-driven governance in public logistics operations. The research analyzes a two-year dataset from 145 navigation...