Navigational collisions are one of the major safety concerns in many seaports. Despite the extent of recent works done on port navigational safety research, little is known about harbor pilot's perception of collision risks in port fairways. This paper uses a hierarchical ordered probit model to investigate associations between perceived risks and the geometric and traffic characteristics of fairways and the pilot attributes. Perceived risk data, collected through a risk perception survey conducted among the Singapore port pilots, are used to calibrate the model. Intra-class correlation coefficient justifies use of the hierarchical model in comparison with an ordinary model. Results show higher perceived risks in fairways attached to anchorages, and in those featuring sharper bends and higher traffic operating speeds. Lesser risks are perceived in fairways attached to shoreline and confined waters, and in those with one-way traffic, traffic separation scheme, cardinal marks and isolated danger marks. Risk is also found to be perceived higher in night.Keywords: Navigational collision risk, Risk perception, Fairway, Harbor pilot, Hierarchical regression.
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INTRODUCTIONNavigational collisions are one of the major safety concerns in many seaports. Navigational collisions account for a substantial portion of major shipping accidents in port waters, as reported by a number of researchers (e.g., 1-5). Furthermore, the increasing growth of world fleet (see, 6) is likely to result in increased traffic movements within busy seaports, which in turn could increase collision likelihood in these congested and restricted waters (5, 7).To address this safety concern some recent studies have focused on port navigational safety issues from different aspects; such as analyses of trends and causes of accidents (2,4,5,8); analyses of injuries and fatalities in port water accidents (1, 2); analyses of involved parties in port water conflicts (7); and modeling accident probabilities (9). These studies analyzed port water incidents to address the general safety issues in port navigation. To address the behavioral issues in port navigational safety, some studies focused on pilot fatigue (10-12); sleep and watchkeeping (13); mental workload (14); and the pilot's operational relationships and communications with ship crews (15, 16). Despite the extent of works done, little is known about other behavioral issues, particularly on pilot's perception of collision risks.Studying pilot's perception of collision risks is important because risk perception is considered as a precursor of an individual's actual behavior (see 17). Cohn et. al. (18) indicated that risk perception is negatively related to risk behavior in general, i.e., a lower level of perceived risk is associated with a higher probability that a pilot would be involved in such risk. Thus, by examining their perception of risk, the pilot's behavioral characteristics can be understood.This paper aims at examining the relationships between perceived...