Big data analytics capability in supply chain agility The moderating effect of organizational flexibility

被引:269
|
作者
Dubey, Rameshwar [1 ]
Gunasekaran, Angappa [2 ]
Childe, Stephen J. [3 ]
机构
[1] Montpellier Business Sch, Montpellier, France
[2] Calif State Univ Bakersfield, Sch Business & Publ Adm, Bakersfield, CA USA
[3] Plymouth Univ, Plymouth Business Sch, Plymouth, Devon, England
关键词
Big data; Contingency theory; Dynamic capability view; Analytics capability; Big data analytics capability; FIRM PERFORMANCE; COMPETITIVE ADVANTAGE; PREDICTIVE ANALYTICS; DYNAMIC CAPABILITIES; ENVIRONMENTAL UNCERTAINTY; BUSINESS INTELLIGENCE; STRATEGIC FLEXIBILITY; MANAGEMENT RESEARCH; DATA SCIENCE; OPERATIONS;
D O I
10.1108/MD-01-2018-0119
中图分类号
F [经济];
学科分类号
02 ;
摘要
Purpose The purpose of this paper is to examine when and how organizations build big data analytics capability (BDAC) to improve supply chain agility (SCA) and gain competitive advantage. Design/methodology/approach The authors grounded the theoretical framework in two perspectives: the dynamic capabilities view and contingency theory. To test the research hypotheses, the authors gathered 173 usable responses using a pre-tested questionnaire. Findings The results suggest that BDAC has a positive and significant effect on SCA and competitive advantage. Further, the results support the hypothesis that organizational flexibility (OF) has a positive and significant moderation effect on the path joining BDAC and SCA. However, contrary to the belief, the authors found no support for the moderation effect of OF on the path joining BDAC and competitive advantage. Originality/value The study makes some useful contributions to the literature on BDAC, SCA, OF, and competitive advantage. Moreover, the results may further motivate future scholars to replicate the findings using longitudinal data.
引用
收藏
页码:2092 / 2112
页数:21
相关论文
共 50 条
  • [41] Adoption of Big Data Analytics in Supply Chain Management: Combining Organizational Factors With Supply Chain Connectivity
    Alsadi, Amin Khalil
    Alaskar, Thamir Hamad
    Mezghani, Karim
    INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND SUPPLY CHAIN MANAGEMENT, 2021, 14 (02) : 88 - 107
  • [42] Big data analytics managerial skills and organizational agility: a moderated mediation model
    Zhang, Mengru
    Wang, Yuting
    Wang, Wei
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2025, 125 (01) : 168 - 191
  • [43] Big Data Analytics Capability, Dynamic Capability, and Firm Performance: The Moderating Effect of IT-Business Strategic Alignment
    Wu, Dong
    Lin, Xinyi
    Gupta, Shivam
    Kar, Arpan Kumar
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 11638 - 11651
  • [44] Exploring the Relationship between Data Analytics Capability and Competitive Advantage: The Mediating Roles of Supply Chain Resilience and Organization Flexibility
    Rezaei, Ghazal
    Hosseini, Seyed Mohammad Hassan
    Sana, Shib Sankar
    SUSTAINABILITY, 2022, 14 (16)
  • [45] Research on the impact of enterprise big data analytics capability on ambidextrous innovation capability - the mediating effect of agility
    Sun Tongtong
    Cheng Xinhang
    TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2024, 36 (09) : 2242 - 2256
  • [46] The Impact of Big Data on Supply Chain Resilience: the Moderating Effect of Supply Chain Complexity
    Zhang, Xuan
    Zhao, Jun
    PROCEEDINGS OF EIGHTEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2019, : 479 - 486
  • [47] Big data analytics in Australian pharmaceutical supply chain
    Ziaee, Maryam
    Shee, Himanshu Kumar
    Sohal, Amrik
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2023, 123 (05) : 1310 - 1335
  • [48] Big data analytics in operations and supply chain management
    Wamba, Samuel Fosso
    Gunasekaran, Angappa
    Dubey, Rameshwar
    Ngai, Eric W. T.
    ANNALS OF OPERATIONS RESEARCH, 2018, 270 (1-2) : 1 - 4
  • [49] The performance impact of supply chain agility and supply chain adaptability: the moderating effect of product complexity
    Eckstein, Dominik
    Goellner, Matthias
    Blome, Constantin
    Henke, Michael
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2015, 53 (10) : 3028 - 3046
  • [50] Big data analytics as an operational excellence approach to enhance sustainable supply chain performance
    Bag, Surajit
    Wood, Lincoln C.
    Xu, Lei
    Dhamija, Pavitra
    Kayikci, Yasanur
    RESOURCES CONSERVATION AND RECYCLING, 2020, 153