Big data driven supply chain innovative capability for sustainable competitive advantage in the food supply chain: Resource-based view perspective

被引:6
|
作者
Kumar, Mukesh [1 ]
Raut, Rakesh D. [2 ]
Mangla, Sachin Kumar [3 ]
Moizer, Jonathan [4 ]
Lean, Jonathan [4 ]
机构
[1] Natl Inst Technol Patna, Dept Mech Engn, Patna, India
[2] Indian Inst Management IIM, Dept Operat & Supply Chain Management, Mumbai, Maharashtra, India
[3] OP Jindal Global Univ, Res Ctr Digital Circular Econ Sustainable Dev Goal, Jindal Global Business Sch, Sonipat, Haryana, India
[4] Univ Plymouth, Plymouth Business Sch, Plymouth, England
关键词
big data analytics; competitive advantage; innovation and sustainable performance: food supply chain; innovative green practice; resource-based view (RBV); DATA ANALYTICS; CONCEPTUAL-FRAMEWORK; PERFORMANCE; MANAGEMENT; INDUSTRY; MODEL;
D O I
10.1002/bse.3745
中图分类号
F [经济];
学科分类号
02 ;
摘要
The food supply chain (FSC) is becoming more sustainable as companies aim to meet demand with lower waste and emissions. Big data analytics (BDA) can help achieve sustainability goals by extracting meaningful information from past data to help create sustainable strategies. However, in the sustainability literature, BDA's role in enabling sustainable FSC innovations is not explored. Thus, this study investigates how data-driven analytics might improve FSC innovation by adopting creative tactics in every triple bottom line (TBL) component - green, corporate social responsibility (CSR), and financial - to gain a competitive edge. A resource-based view (RBV) perspective was used to evaluate the links between supply chain (SC) innovation capabilities and competitive advantage (CA) in FSC innovation and sustainability. Indian food processing enterprises were surveyed using a questionnaire to collect data from 200 respondents. Adopting a structural equation modelling (SEM) approach, six hypotheses were evaluated for significance on the surveyed data using AMOS V.20. Since both goodness and badness fit indices were above cut-off values, the measurement model was robustly evaluated and found to fit the survey data well. Structural model findings supported all study hypotheses. The results indicate that BDA strongly impacts food supply chain TBL and FSC innovation. Data-driven innovative TBL methods were shown to boost FSC competitiveness. With the growing demand for value-added innovation in FSC sustainable development, this study uniquely contributes to the current literature by linking BDA and TBL practice innovation to FSC CA.
引用
收藏
页码:5127 / 5150
页数:24
相关论文
共 50 条
  • [1] A resource-based view of supply chain structure and competitive advantage analyzing
    Du, SH
    Ding, HP
    ICIM' 2004: PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2004, : 310 - 315
  • [2] Big data-driven supply chain and performance: a resource-based view
    Kamboj, Shampy
    Rana, Shruti
    TQM JOURNAL, 2023, 35 (01): : 5 - 23
  • [3] Data-driven supply chain orientation and supply chain performance: empirical investigation using a contingent resource-based view perspective
    Zhang, Cailin
    Li, Suicheng
    Liu, Xinmeng
    EUROPEAN JOURNAL OF INNOVATION MANAGEMENT, 2025,
  • [4] The impact of industry 4.0 on supply chain capability and supply chain resilience: A dynamic resource-based view
    Huang, Kerry
    Wang, Kedi
    Lee, Peter K. C.
    Yeung, Andy C. L.
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2023, 262
  • [5] Data-driven supply chain capabilities and performance: A resource-based view
    Yu, Wantao
    Chavez, Roberto
    Jacobs, Mark A.
    Feng, Mengying
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2018, 114 : 371 - 385
  • [6] The impacts of IT capability and marketing capability on supply chain integration: a resource-based perspective
    Yu, Wantao
    Jacobs, Mark A.
    Chavez, Roberto
    Feng, Mengying
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (14) : 4196 - 4211
  • [7] Purchasing, Supply Chain Management and Sustained Competitive Advantage: The Relevance of Resource-based Theory
    Barney, Jay B.
    JOURNAL OF SUPPLY CHAIN MANAGEMENT, 2012, 48 (02) : 3 - 6
  • [8] Effect of supply chain resilience on firm's sustainable competitive advantage: a dynamic capability perspective
    Pu, Guoli
    Li, Shuting
    Bai, Ju
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (02) : 4881 - 4898
  • [9] Effect of supply chain resilience on firm’s sustainable competitive advantage: a dynamic capability perspective
    Guoli Pu
    Shuting Li
    Ju Bai
    Environmental Science and Pollution Research, 2023, 30 : 4881 - 4898
  • [10] The Impact of Supply Chain Integration on Mass Customization Capability: An Extended Resource-Based View
    Lai, Fujun
    Zhang, Min
    Lee, Denis M. S.
    Zhao, Xiande
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2012, 59 (03) : 443 - 456