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This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Article
Survey of Sustainable Logistics Servicesvia Text Mining
Author(s)
Fuyume Sai
Full-Text PDF XML 641 Views
DOI:10.17265/2159-5275/2019.03.004
Affiliation(s)
Departmant of Business Management, Faculty of Business Administration, Daito Bunka University, Tokyo175-8571, Japan
ABSTRACT
Environmental sustainability has recently become more and more of a
concern in logistics service industry. Although studies on sustainable
initiatives among logistics service providers (LSP) have been increasing in the
extant literature, still little investigation has been performed between LSPs
and shippers. The present paper aims to demonstrate award-gained sustainable
logistics service initiatives implemented during the period 2006-2017 in Japan.
Different with questionnaire-and interview-based studies
employed in literature, we use
text mining technique to explore the co-occurring links of data, i.e.
connections of the practices, to present the collaborative sustainability
actions carried out through providing and requiring logistics services. In
contrast to the research regarding green supply chain
management focused on manufacturing perspective, this study is positioned in the
dual sides of consignors and logistics business operators, to depict their
combined effort in achieving sustainability goals. The results of the study
showed that text mining technique is useful for summarizing and presenting data
in this research area. However, much remains
to be learned about how to deal with the data more means-end logically for
revealing more indirect associations between the data.
KEYWORDS
Green logistics initiative, text mining, shipper, logistics service provider, collaborative logistics, sustainability development.
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