3.8 Article

Trajectory of research on maritime transportation in the era of digitization

期刊

BENCHMARKING-AN INTERNATIONAL JOURNAL
卷 29, 期 1, 页码 194-216

出版社

EMERALD GROUP PUBLISHING LTD
DOI: 10.1108/BIJ-05-2020-0272

关键词

Maritime transportation; Maritime supply chain; Systematic literature review; Network analytics; Text analytics

资金

  1. UGC-UKIERI [RP03411]

向作者/读者索取更多资源

The study explores the trajectory of research in the maritime supply chain using data analytics techniques. Through network analytics, eight main dimensions of research published under the maritime paradigm are identified, which are further segregated into sub-dimensions for better understanding. The study also uses text mining to extract thematic evolution of the research, revealing contemporary themes such as artificial intelligence, digital storage, waste management, and biofuels.
Purpose The literature on Maritime Transportation (MT) is experiencing a transition phase where the focus of the research is repositioning. It registered steep growth in recent years with its beginning articles on the concepts of cost minimization to the current focus on achieving sustainable operational effectiveness using Information and Communication Technologies (ICTs). Thus, this becomes a right time to investigate the trajectory of research on MT. Design/methodology/approach The proposed study aims to explore the potential of data analytics techniques such as data mining and network analytics to reflect the trajectory of research in the maritime supply chain over time. This study identifies the eight main dimensions of the research published under maritime paradigm through network analytics. The in-depth review of these dimensions rendered us to segregate them further into sub-dimensions for the ease of understanding and interpretability. Further, the text mining is employed to extract thematic evolution of the research. Findings The evolved themes are completely exclusive from the conventional MT research with artificial intelligence, digital storage, waste management and biofuels emerging as contemporary themes. It is found that although there are a sufficient amount of literature on sustainable port practices but their policy implications are still underexplored. The inter-dimension research is needed to achieve the motive of economic efficiency and environmental sustainability simultaneously. Originality/value The study has contributed on the methodology side of conducting literature reviews. The dimensions, sub-dimensions and themes are obtained using data analytics tools and techniques. This omits the possibility of personal bias and thus making the results verifiable.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

3.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据