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Unveiling the impact of industry 4.0 on supply chain performance: the mediating role of integration and visibility

Author

Listed:
  • Paul Reaidy

    (CERAG - Centre d'études et de recherches appliquées à la gestion - UGA - Université Grenoble Alpes)

  • Morteza Alaeddini

    (AUT - Amirkabir University of Technology, UGA - Université Grenoble Alpes, CERAG - Centre d'études et de recherches appliquées à la gestion - UGA - Université Grenoble Alpes, ICN Business School, CEREFIGE - Centre Européen de Recherche en Economie Financière et Gestion des Entreprises - UL - Université de Lorraine)

  • Angappa Gunasekaran

    (Penn State Harrisburg - Pennsylvania Commonwealth System of Higher Education (PCSHE) - Penn State System)

  • Muazam Shahzad
  • Olivier Lavastre

    (CERAG - Centre d'études et de recherches appliquées à la gestion - UGA - Université Grenoble Alpes)

Abstract

Industry 4.0 has revolutionised supply chain processes, providing companies with strategic advantages through advanced technologies such as cyber-physical systems, cloud computing, IoT, AI, and big data. This transformation aligns with the pursuit of high-level supply chain performance, achieved through cross-functional collaboration, end-to-end connectivity, real-time asset tracking, and increased decision transparency. However, the quantifiable extent of its influence has remained an open question, particularly in the context of integration and visibility. To address this gap, our research employs an empirical study, revealing that Industry 4.0 indirectly enhances supply chain performance by improving connectivity and integration within and between organisations, as well as enhancing information visibility and decision transparency. This research uncovers a novel sequential mediation by integration and visibility, offering valuable insights for scholars and industry practitioners alike.

Suggested Citation

  • Paul Reaidy & Morteza Alaeddini & Angappa Gunasekaran & Muazam Shahzad & Olivier Lavastre, 2024. "Unveiling the impact of industry 4.0 on supply chain performance: the mediating role of integration and visibility," Post-Print hal-04839142, HAL.
    • Handle: RePEc:hal:journl:hal-04839142
    DOI: 10.1080/09537287.2024.2440454
    Note: View the original document on HAL open archive server: https://hal.science/hal-04839142v1
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    References listed on IDEAS

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    1. Wamba, Samuel Fosso & Dubey, Rameshwar & Gunasekaran, Angappa & Akter, Shahriar, 2020. "The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism," International Journal of Production Economics, Elsevier, vol. 222(C).
    2. Lai-Wan Wong & Garry Wei-Han Tan & Keng-Boon Ooi & Binshan Lin & Yogesh K. Dwivedi, 2024. "Artificial intelligence-driven risk management for enhancing supply chain agility: A deep-learning-based dual-stage PLS-SEM-ANN analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 62(15), pages 5535-5555, August.
    3. Jörg Freiling, 2008. "RBV and the Road to the Control of External Organizations," management revue. Socio-economic Studies, Rainer Hampp Verlag, vol. 19(1+2), pages 33-52.
    4. Munir, Manal & Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2020. "Supply chain risk management and operational performance: The enabling role of supply chain integration," International Journal of Production Economics, Elsevier, vol. 227(C).
    5. Emma Brandon-Jones & Brian Squire & Chad W. Autry & Kenneth J. Petersen, 2014. "A Contingent Resource-Based Perspective of Supply Chain Resilience and Robustness," Journal of Supply Chain Management, Institute for Supply Management, vol. 50(3), pages 55-73, July.
    6. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    7. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    8. Jung Seung Lee & Soo Kyung Kim & Su-Yol Lee, 2016. "Sustainable Supply Chain Capabilities: Accumulation, Strategic Types and Performance," Sustainability, MDPI, vol. 8(6), pages 1-16, May.
    9. Hsiao-Lan Wei & Eric T G Wang, 2010. "The strategic value of supply chain visibility: increasing the ability to reconfigure," European Journal of Information Systems, Taylor & Francis Journals, vol. 19(2), pages 238-249, April.
    10. Gunasekaran, A. & Patel, C. & McGaughey, Ronald E., 2004. "A framework for supply chain performance measurement," International Journal of Production Economics, Elsevier, vol. 87(3), pages 333-347, February.
    11. Marko Sarstedt & Yide Liu, 2024. "Advanced marketing analytics using partial least squares structural equation modeling (PLS-SEM)," Journal of Marketing Analytics, Palgrave Macmillan, vol. 12(1), pages 1-5, March.
    12. Rameshwar Dubey & Angappa Gunasekaran & Stephen J. Childe & Thanos Papadopoulos & Zongwei Luo & David Roubaud, 2020. "Upstream supply chain visibility and complexity effect on focal company’s sustainable performance: Indian manufacturers’ perspective," Annals of Operations Research, Springer, vol. 290(1), pages 343-367, July.
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    1. Ahmed Chtioui & Imane Bouhaddou & Asmaa Benghabrit, 2025. "From Adopting Industry 4.0 Technologies to Improving Operational Performance in Hospital Supply Chain: The Moderating Effect of HSC Complexity," Logistics, MDPI, vol. 9(2), pages 1-22, April.

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