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This is a Quantitative Study study.

The Influence of Effective Time: Berthing Time on Berth Occupancy Ratio at Mirah Port, Tanjung Perak.

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The effective time to berthing time ratio has consistently fallen below the minimum standard, affecting overall operations.
Analysis based on monthly performance reports from 2020 to 2024 shows significant relationships, yet low explanatory power.
Utilizing linear regression analysis, the study assessed berth occupancy ratio against effective berthing time over four years.
Enhanced operational strategies and infrastructure improvement are crucial for optimizing berth occupancy ratios in future practices.

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Quantitative analysis reveals a significant link between effective berthing time and berth occupancy ratio, indicating operational inefficiencies.

Wiratama et al. (2025) studied this question.

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Quantitative analysis reveals a significant link between effective berthing time and berth occupancy ratio, indicating operational inefficiencies.