4.7 Article

An analysis of factors affecting the severity of marine accidents

Journal

RELIABILITY ENGINEERING & SYSTEM SAFETY
Volume 210, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.ress.2021.107513

Keywords

Maritime safety; Marine accident; Accident severity; Ordered logistic regression

Funding

  1. National Key Research & Development Program of China [2018YFC0810402]
  2. National Science Foundation of China [51909022]
  3. European Union [730888]

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This study explores the relationship between marine accidents severity and various influencing factors, such as ship types, weather conditions, crew qualifications, and ship certificates. The results indicate a complex interplay among these factors, highlighting the importance of preventing serious marine accidents.
This study aims to explore the relationship between the severity of marine accidents and influencing factors. An ordered logistic regression model is used to reflect the relationship between these factors and the severity of marine accidents using the worldwide accident investigation reports in the period of 2010-2019. The obtained results show that the marine accident severity is positively associated with sinking accidents, far away from port, strong wind, heavy sea, strong current and/or good visibility. With respect to ship types, fishing vessels, yachts and sailing vessels, and other ship types are the ship types most involved in accidents of higher severity. The severity level is higher for ships having incomplete or invalid seafarers' certificates, inadequate ship manning, incomplete or invalid ship certificates and/or over 30 years of age. Seafarers with poor theoretical knowledge and less sea experience are more likely to be involved in accidents of serious consequences. Small water depth and ship types such as chemical tankers, oil tankers, container ships and/or bulk carriers are negatively related to the accident severity. The results of this study can be used to assist the relevant maritime authorities in taking effective measures of preventing the occurrence of serious marine accidents.

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