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
  • [41] COMPETITIVE ADVANTAGE AND SUSTAINABLE SUPPLY CHAIN MANAGEMENT: A META-ANALISYS
    de Brito, Renata Peregrino
    Berardi, Patricia Calicchio
    RAE-REVISTA DE ADMINISTRACAO DE EMPRESAS, 2010, 50 (02): : 155 - 169
  • [42] Achieving a sustainable competitive advantage: A resource-based view of sport sponsorship
    Amis, J
    Pant, N
    Slack, T
    JOURNAL OF SPORT MANAGEMENT, 1997, 11 (01) : 80 - 96
  • [43] Analyzing blockchain-based supply chain resilience strategies: resource-based perspective
    Nagariya, Ramji
    Mukherjee, Subhodeep
    Baral, Manish Mohan
    Chittipaka, Venkataiah
    INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2024, 73 (04) : 1088 - 1116
  • [44] Promoting supply chain financing performance of SMEs based on the extended resource-based perspective
    Lu, Qiang
    Deng, Yang
    Liu, Beini
    Chen, Jinliang
    JOURNAL OF BUSINESS & INDUSTRIAL MARKETING, 2023, 38 (09) : 1865 - 1879
  • [45] Supply chain management and competitive advantage: an analisys model from resource based theory
    Emerenciano Viana, Fernando Luiz
    Barros Neto, Jose De Paula
    Moreno Anez, Miguel Eduardo
    REVISTA CIENCIAS ADMINISTRATIVAS, 2014, 20 (01): : 204 - 248
  • [46] The effect of supply chain agility and lean practices on operational performance: a resource-based view and dynamic capabilities perspective
    Manzoor, Umair
    Baig, Sajjad Ahmad
    Hashim, Muhammad
    Sami, Abdul
    Rehman, Hakeem-Ur
    Sajjad, Ifrah
    TQM JOURNAL, 2022, 34 (05): : 1273 - 1297
  • [47] The impact of information technology on supply chain capabilities and firm performance: A resource-based view
    Wu, Fang
    Yeniyurt, Sengun
    Kim, Daekwan
    Cavusgil, S. Tamer
    INDUSTRIAL MARKETING MANAGEMENT, 2006, 35 (04) : 493 - 504
  • [48] Towards an integrated conceptual model of supply chain learning: an extended resource-based view
    Yang, Yang
    Jia, Fu
    Xu, Zhiduan
    SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2019, 24 (02) : 189 - 214
  • [49] Supply chain dynamics, big data capability and product performance
    Lin, Canchu
    Kunnathur, Anand
    Forrest, Jeffrey
    AMERICAN JOURNAL OF BUSINESS, 2022, 37 (02) : 53 - 75
  • [50] A note on big data analytics capability development in supply chain
    Jha, Ashish Kumar
    Agi, Maher A. N.
    Ngai, Eric W. T.
    DECISION SUPPORT SYSTEMS, 2020, 138