“…Among others, research by Jinca [5], Malisan [43], Widarbowo, D. [44], and Nurwahida [45] has indicated several important factors and indicators such as shipping company factors, crew factors, maintenance and loading systems, and crew competence. Likewise, conventional ship research includes Antão, P., and Soares, C. G. [22], Pan, Y., and Hildre, H. P. [51], Bowo, L. P., and Furusho, M. [47] and Akhtar, M. J., and Utne, I. B.…”