DATA ANALYTICS AND GLOBAL LOGISTICS PERFORMANCE: AN EXPLORATORY STUDY OF INFORMATIZATION IN THE LOGISTICS SECTOR

被引:3
|
作者
Anwar, Muhammad Fahad [1 ]
Wong, Wai Peng [2 ]
Saad, Nor Hasliza [1 ]
Mushtaq, Naveed [3 ]
机构
[1] Univ Sains Malaysia, Sch Management, George Town, Malaysia
[2] Monash Univ, Sch Informat Technol, Malaysia Campus, Subang Jaya, Malaysia
[3] Univ Sargodha, Noon Business Sch, Sargodha, Pakistan
关键词
Data analytics; Global logistics performance; Informatization; Logistics performance index (LPI); Thematic analysis; Strategic choice approach (SCA); BIG DATA ANALYTICS; SUPPLY CHAIN; SAMPLE-SIZE; IMPACT; PERSPECTIVE; CULTURE; LEAKAGE; VALUES;
D O I
10.17270/J.LOG.2022.664
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Background: Informatization has enabled global logistics and supply chains (LSC) to capitalize on data-driven analytics to improve logistics performance. At the country level, logistics performance is gauged through the logistics performance index (LPI), where globally 61.25% or 98 countries perform below the mean LPI score. Previous studies focused on logistics informatization in high and moderate LPI rank economies. The paper aims to conduct an exploratory case study in a low LPI performing country to assess the informatization practices of logistics entities and develop a logistics informatization continuum to unlock data analytics for other countries. Methods: The study implements qualitative methods to develop strategic recommendations to reduce global logistics imbalance. We employ a two-layer methodology consisting of thematic analysis and a novel strategic choice approach (SCA) to involve stakeholders for recommendations on obstruction. For thematic analysis, 16 semi-structured interviews were conducted from logistics companies, also onboard 10 trade associations and government representatives for the SCA analysis. Results: We observed many obstructions in informatization; low willingness on informatization, fear of information leakage by humans, low-reciprocity for collaboration, the myth of information and communication technologies (ICT) as an expensive tool, self-interest, and opportunistic behavior. Conclusion: Information-centric and integrated LSC enables data-driven technologies for real-time decision making, vigilance, and data analytics to distinguished the success of a country's logistics performance. Originality: This study explores the informatization conformity in the logistics sector to connect data analytics. We introduced a novel strategic choice approach in the technology domain for problem structuring. The paper further contributes by suggesting a logistics informatization continuum for low LPI countries to straighten digitalization in the logistics sector.
引用
收藏
页码:137 / 160
页数:24
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