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
相关论文
共 50 条
  • [41] THE IMPACT OF LOGISTICS CAPACITIES ON THE LOGISTICS PERFORMANCE OF LSPS: RESULTS OF AN EMPIRICAL STUDY
    Assabane, Ibrahim
    El Imrani, Ouail
    ACTA LOGISTICA, 2022, 9 (02): : 141 - 149
  • [42] Risk Assessment for the Logistics of Shipping Companies: An Exploratory Study
    Liu, Yutong
    Cui, Li
    JOURNAL OF COASTAL RESEARCH, 2020, : 463 - 467
  • [43] An exploratory study of marketing, logistics, and ethics in packaging innovation
    Vernuccio, Maria
    Cozzolino, Alessandra
    Michelini, Laura
    EUROPEAN JOURNAL OF INNOVATION MANAGEMENT, 2010, 13 (03) : 333 - +
  • [44] Brazilian logistics practitioners' perceptions on sustainability: an exploratory study
    Batista Martins, Vitor William
    Anholon, Rosley
    Sanchez-Rodrigues, Vasco
    Leal Filho, Walter
    Goncalves Quelhas, Osvaldo Luiz
    INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT, 2021, 32 (01) : 190 - 213
  • [45] An Exploratory Study on the Logistics Supply Chain of Maritime Port
    Fang, Weiwei
    JOURNAL OF COASTAL RESEARCH, 2020, : 5 - 8
  • [46] SUSTAINABLE LOGISTICS IN BRAZIL AND THE UNITED STATES: AN EXPLORATORY STUDY
    Leuschner, Rudolf
    Rogers, Dale S.
    Marketing Dynamism & Sustainability-Things Change, Things Stay the Same..., 2015, : 375 - 377
  • [47] Design about Cost Management of Logistics Enterprises under the Background of the Big Data and Informatization
    Li, Lefei
    Zhao, Lei
    PROCEEDINGS OF THE 2018 INTERNATIONAL SYMPOSIUM ON SOCIAL SCIENCE AND MANAGEMENT INNOVATION (SSMI 2018), 2018, 68 : 436 - 441
  • [48] A STUDY ON DETERMINING THE PROBLEMS OF FIRMS IN TURKISH LOGISTICS SECTOR
    Copuroglu, Filiz
    Saricicek, Reyhan
    Aytekin, Mehmet
    4TH INTERNATIONAL CONFERENCE ON EDUCATION AND SOCIAL SCIENCES (INTCESS 2017), 2017, : 203 - 210
  • [49] The data-driven analytics for investigating cargo loss in logistics systems
    Wu, Pei-Ju
    Chen, Mu-Chen
    Tsau, Chih-Kai
    INTERNATIONAL JOURNAL OF PHYSICAL DISTRIBUTION & LOGISTICS MANAGEMENT, 2017, 47 (01) : 68 - 83
  • [50] Optimising Supply Chain Logistics System Using Data Analytics Techniques
    Mangina, Eleni
    Narasimhan, Pranav Kashyap
    Saffari, Mohammad
    Vlachos, Ilias
    INTELLIGENT TRANSPORT SYSTEMS, 2020, 310 : 77 - 91