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Industry 4.0 enables supply chain resilience and supply chain performance

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  • Qader, Ghulam
  • Junaid, Muhammad
  • Abbas, Qamar
  • Mubarik, Muhammad Shujaat

Abstract

Drawing on information processing theory and resource-based view (RBV), this study examines the impact of industry 4.0 on supply chain performance (SCP). The study also explores how supply chain resilience (SCRes) and supply chain visibility (SCV) influence the association between Industry4.0 and SC performance. Cross-sectional data was collected from 458 respondents working in food, beverage, and pharmaceutical companies using a close-ended questionnaire. The study employed partial least square structural equation modeling (PLS-SEM) to analyze the hypothesized relationships. The findings confirmed a significant and substantial impact of Industry4.0 on SC performance. Similarly, findings also depicted a significant mediating role of SCRes between Industry 4.0 and SCP. Furthermore, results also found a significant moderating role of SCV in a way that it reinforced the impact of Industry 4.0 on SCRes. This study provides an understanding of Industry 4.0 applications and their role between SCRes and SCV. The results of the study suggest the adoption of Industry 4.0 technologies uplifts SC resilience and SC performance thereon.

Suggested Citation

  • Qader, Ghulam & Junaid, Muhammad & Abbas, Qamar & Mubarik, Muhammad Shujaat, 2022. "Industry 4.0 enables supply chain resilience and supply chain performance," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    • Handle: RePEc:eee:tefoso:v:185:y:2022:i:c:s0040162522005479
    DOI: 10.1016/j.techfore.2022.122026
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    as
    1. Rameshwar Dubey & Angappa Gunasekaran & David J. Bryde & Yogesh K. Dwivedi & Thanos Papadopoulos, 2020. "Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting," International Journal of Production Research, Taylor & Francis Journals, vol. 58(11), pages 3381-3398, June.
    2. Mohsin Shahzad & Ying Qu & Abaid Ullah Zafar & Andrea Appolloni, 2021. "Does the interaction between the knowledge management process and sustainable development practices boost corporate green innovation?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4206-4222, December.
    3. Charles W. L. Hill & Michael A. Hitt & Robert E. Hoskisson, 1992. "Cooperative Versus Competitive Structures in Related and Unrelated Diversified Firms," Organization Science, INFORMS, vol. 3(4), pages 501-521, November.
    4. David Doorey, 2011. "The Transparent Supply Chain: from Resistance to Implementation at Nike and Levi-Strauss," Journal of Business Ethics, Springer, vol. 103(4), pages 587-603, November.
    5. Angappa Gunasekaran & Nachiappan Subramanian & Shams Rahman, 2015. "Supply chain resilience: role of complexities and strategies," International Journal of Production Research, Taylor & Francis Journals, vol. 53(22), pages 6809-6819, November.
    6. Robert E. Hoskisson & Michael A. Hitt, 1988. "Strategic control systems and relative r&d investment in large multiproduct firms," Strategic Management Journal, Wiley Blackwell, vol. 9(6), pages 605-621, November.
    7. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov, 2019. "The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 829-846, February.
    8. Mahmood, Tarique & Mubarik, Muhammad Shujaat, 2020. "Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    9. Jay R. Galbraith, 1974. "Organization Design: An Information Processing View," Interfaces, INFORMS, vol. 4(3), pages 28-36, May.
    10. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    11. Yongping Xie & Yixuan Yin & Wei Xue & Hui Shi & Dazhi Chong, 2020. "Intelligent supply chain performance measurement in Industry 4.0," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 711-718, July.
    12. Sharfuddin Ahmed Khan & Muhammad Shujaat Mubarik & Simonov Kusi‐Sarpong & Himanshu Gupta & Syed Imran Zaman & Mobashar Mubarik, 2022. "Blockchain technologies as enablers of supply chain mapping for sustainable supply chains," Business Strategy and the Environment, Wiley Blackwell, vol. 31(8), pages 3742-3756, December.
    13. Arsalan Zahid Piprani & Noor Ismawati Jaafar & Suhana Mohezar Ali & Muhammad Shujaat Mubarik & Muhammad Shahbaz, 2022. "Multi-dimensional supply chain flexibility and supply chain resilience: the role of supply chain risks exposure," Operations Management Research, Springer, vol. 15(1), pages 307-325, June.
    14. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    15. Mahmoood Ali & Muhammad Shujaat Mubarik & Sajid Nazir, 2021. "Intellectual Capital and Supply Chain Mapping: A Proposed Framework," Springer Books, in: Muhammad Shahbaz & Muhammad Shujaat Mubarik & Tarique Mahmood (ed.), The Dynamics of Intellectual Capital in Current Era, pages 275-290, Springer.
    16. Abderahman Rejeb & John G. Keogh & Horst Treiblmaier, 2019. "Leveraging the Internet of Things and Blockchain Technology in Supply Chain Management," Future Internet, MDPI, vol. 11(7), pages 1-22, July.
    17. Robert Handfield & Robert Sroufe & Steven Walton, 2005. "Integrating environmental management and supply chain strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 14(1), pages 1-19, January.
    18. Dmitry Ivanov, 2017. "Simulation-based ripple effect modelling in the supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 55(7), pages 2083-2101, April.
    19. Sayan Chatterjee & Birger Wernerfelt, 1991. "The link between resources and type of diversification: Theory and evidence," Strategic Management Journal, Wiley Blackwell, vol. 12(1), pages 33-48, January.
    20. Queiroz, Maciel M. & Fosso Wamba, Samuel, 2019. "Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA," International Journal of Information Management, Elsevier, vol. 46(C), pages 70-82.
    21. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    22. Dag Øivind Madsen, 2019. "The Emergence and Rise of Industry 4.0 Viewed through the Lens of Management Fashion Theory," Administrative Sciences, MDPI, vol. 9(3), pages 1-25, September.
    23. Min Xu & Jeanne M. David & Suk Hi Kim, 2018. "The Fourth Industrial Revolution: Opportunities and Challenges," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 9(2), pages 90-95, April.
    24. Heckmann, Iris & Comes, Tina & Nickel, Stefan, 2015. "A critical review on supply chain risk – Definition, measure and modeling," Omega, Elsevier, vol. 52(C), pages 119-132.
    25. Kusi-Sarpong, Simonov & Mubarik, Muhammad Shujaat & Khan, Sharfuddin Ahmed & Brown, Steve & Mubarak, Muhammad Faraz, 2022. "Intellectual capital, blockchain-driven supply chain and sustainable production: Role of supply chain mapping," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    26. Rameshwar Dubey & Sadia Samar Ali & Padmanabha Aital & V.G. Venkatesh, 2014. "Mechanics of humanitarian supply chain agility and resilience and its empirical validation," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 17(4), pages 367-384.
    27. Blome, Constantin & Schoenherr, Tobias, 2011. "Supply chain risk management in financial crises--A multiple case-study approach," International Journal of Production Economics, Elsevier, vol. 134(1), pages 43-57, November.
    28. Alam, Gazi Mahabubul & Al-Amin, Abul Quasem & Forhad, Abdur Rahman & Mubarak, Muhammad Shujaat, 2020. "Does the private university sector exploit sustainable residential life in the name of supporting the fourth industrial revolution?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    29. Mohammad Moshtari, 2016. "Inter-Organizational Fit, Relationship Management Capability, and Collaborative Performance within a Humanitarian Setting," Production and Operations Management, Production and Operations Management Society, vol. 25(9), pages 1542-1557, September.
    30. Stephanie Duchek, 2020. "Organizational resilience: a capability-based conceptualization," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 215-246, April.
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    8. Huang, Kerry & Wang, Kedi & Lee, Peter K.C. & Yeung, Andy C.L., 2023. "The impact of industry 4.0 on supply chain capability and supply chain resilience: A dynamic resource-based view," International Journal of Production Economics, Elsevier, vol. 262(C).
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