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Supply Chain Mapping for High Risk Environment: Industry 4.0 and the Quest for Resilient and Sustainable Supply Chains

Author

Listed:
  • Arsalan Zahid Piprani
  • Noor Ismawati Jaafar
  • Rizwan Matloob Ellahi
  • Motoki Watabe
  • Md Asadul Islam
  • Arsalan Najmi

Abstract

Amidst an increasingly volatile and competitive global landscape, compounded by political instability, supply chains are under growing pressure to effectively manage risks while advancing sustainable development goals. Industry 4.0 (I4.0) is increasingly recognized as a pivotal force in enhancing supply chain resilience by mitigating risks and fostering sustainable performance. However, specific mechanisms through which I4.0 capabilities facilitate improvements in resilience and sustainability are not thoroughly examined. Drawing on dynamic capability theory, this study investigates the transformative impact of I4.0 capabilities on supply chain mapping, resilience, and sustainable performance. This study specifically examines how mapping and resilience sequentially mediate the relationship between I4.0 capabilities and sustainable supply chain performance. Data collected from Malaysian manufacturing firms through a comprehensive closed‐ended questionnaire is analyzed using PLS‐SEM. The findings highlight the direct and indirect roles of I4.0 in improving sustainable performance, providing insights for enhancing resilience and ensuring sustainable development.

Suggested Citation

  • Arsalan Zahid Piprani & Noor Ismawati Jaafar & Rizwan Matloob Ellahi & Motoki Watabe & Md Asadul Islam & Arsalan Najmi, 2025. "Supply Chain Mapping for High Risk Environment: Industry 4.0 and the Quest for Resilient and Sustainable Supply Chains," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(5), pages 7441-7458, October.
  • Handle: RePEc:wly:sustdv:v:33:y:2025:i:5:p:7441-7458
    DOI: 10.1002/sd.3522
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    1. Zhou, Xiongyong & Zhu, Qinghua & Xu, Zhiduan, 2022. "The mediating role of supply chain quality management for traceability and performance improvement: Evidence among Chinese food firms," International Journal of Production Economics, Elsevier, vol. 254(C).
    2. Zheng, Ting & Ardolino, Marco & Bacchetti, Andrea & Perona, Marco, 2021. "The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 129469, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Dmitry Ivanov & Alexandre Dolgui, 2022. "Stress testing supply chains and creating viable ecosystems," Operations Management Research, Springer, vol. 15(1), pages 475-486, June.
    4. Yang, Yang & Jiang, Yan, 2023. "Buyer-supplier CSR alignment and firm performance: A contingency theory perspective," Journal of Business Research, Elsevier, vol. 154(C).
    5. Maciel M. Queiroz & Samuel Fosso Wamba & Marc De Bourmont & Renato Telles, 2021. "Blockchain adoption in operations and supply chain management: empirical evidence from an emerging economy," International Journal of Production Research, Taylor & Francis Journals, vol. 59(20), pages 6087-6103, October.
    6. Rameshwar Dubey & Angappa Gunasekaran & Stephen J. Childe & Samuel Fosso Wamba & David Roubaud & Cyril Foropon, 2021. "Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience," International Journal of Production Research, Taylor & Francis Journals, vol. 59(1), pages 110-128, January.
    7. Lea Hannola & Alexander Richter & Shahper Richter & Alexander Stocker, 2018. "Empowering production workers with digitally facilitated knowledge processes – a conceptual framework," International Journal of Production Research, Taylor & Francis Journals, vol. 56(14), pages 4729-4743, July.
    8. Marta Negri & Enrico Cagno & Claudia Colicchia & Joseph Sarkis, 2021. "Integrating sustainability and resilience in the supply chain: A systematic literature review and a research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 2858-2886, November.
    9. Idiano D’Adamo & Massimo Gastaldi & Jacopo Piccioni & Paolo Rosa, 2023. "The Role of Automotive Flexibility in Supporting the Diffusion of Sustainable Mobility Initiatives: A Stakeholder Attitudes Assessment," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 459-481, September.
    10. Mohammad H. Eslami & Hamid Jafari & Leona Achtenhagen & John Carlbäck & Alex Wong, 2024. "Financial performance and supply chain dynamic capabilities: the Moderating Role of Industry 4.0 technologies," International Journal of Production Research, Taylor & Francis Journals, vol. 62(22), pages 8092-8109, November.
    11. Hongmei Shan & Dongfang Bai & Xinmeng Fan & Jing Shi & Ying Li & Shuhan Yang, 2023. "Enabling roles of integration and resilience for sustainable supply Chain performance: an empirical study on China’s E-commerce platforms," Applied Economics, Taylor & Francis Journals, vol. 55(60), pages 7079-7093, December.
    12. F. Bailey Norwood & Derrell Peel, 2021. "Supply Chain Mapping to Prepare for Future Pandemics," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(1), pages 412-429, March.
    13. Shivam Gupta & Régis Meissonier & Vinayak Drave & David Roubaud, 2020. "Examining the impact of Cloud ERP on sustainable performance: A dynamic capability view," Post-Print hal-02914021, HAL.
    14. Ting Zheng & Marco Ardolino & Andrea Bacchetti & Marco Perona, 2021. "The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 59(6), pages 1922-1954, March.
    15. Giannakis, Mihalis & Papadopoulos, Thanos, 2016. "Supply chain sustainability: A risk management approach," International Journal of Production Economics, Elsevier, vol. 171(P4), pages 455-470.
    16. 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).
    17. Flavia Cicerelli & Chiara Ravetti, 2024. "Sustainability, resilience and innovation in industrial electronics: a case study of internal, supply chain and external complexity," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 19(2), pages 343-372, April.
    18. Wong, Christina W.Y. & Lirn, Taih-Cherng & Yang, Ching-Chiao & Shang, Kuo-Chung, 2020. "Supply chain and external conditions under which supply chain resilience pays: An organizational information processing theorization," International Journal of Production Economics, Elsevier, vol. 226(C).
    19. Gupta, Shivam & Meissonier, Régis & Drave, Vinayak A. & Roubaud, David, 2020. "Examining the impact of Cloud ERP on sustainable performance: A dynamic capability view," International Journal of Information Management, Elsevier, vol. 51(C).
    20. Syed Awais Ahmad Tipu & Kamel Fantazy, 2019. "Effects of the attributes of supply chain openness on sustainable supply chain performance," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 69(9), pages 2047-2068, July.
    21. Dmitry Ivanov & Alexandre Dolgui, 2020. "Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak," International Journal of Production Research, Taylor & Francis Journals, vol. 58(10), pages 2904-2915, May.
    22. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    23. MacCarthy, Bart L. & Ahmed, Wafaa A.H. & Demirel, Guven, 2022. "Mapping the supply chain: Why, what and how?," International Journal of Production Economics, Elsevier, vol. 250(C).
    24. Syed Abdul Rehman Khan & Arsalan Zahid Piprani & Zhang Yu, 2022. "Digital technology and circular economy practices: future of supply chains," Operations Management Research, Springer, vol. 15(3), pages 676-688, December.
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