“…In spite of the impact of shipping finance to both the academic community and business practice, to date, and to the best of our knowledge, there is no comprehensive survey of published research in this area. Notwithstanding, a number of studies have attempted to address conceptualization, methodological issues, theoretical developments, academic taxonomy and future research directions in areas relevant to transportation, such as quantitative modelling in shipping (Glen, 2006); port management (Steenken et al, 2004;Pallis et al, 2010;Pallis et al, 2011;Woo et al, 2011;Woo et al, 2012;Ng, 2013), logistics and supply chain management (Mentzer and Kahn, 1995;Ho et al, 2002;Burgess et al, 2006;Panayides, 2006), shipping freight derivatives (Kavussanos and Visvikis, 2006b;, ocean container shipping (Lau et al, 2013;Lau et al, 2017;Lee and Song, 2017), and maritime transport (Shi and Li, 2017).…”