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Supply Chain Flexibility and Post-pandemic Resilience

Author

Listed:
  • Nishant Agrawal

    (ICFAI Business School (IBS) – Ahmedabad)

  • Mahak Sharma

    (University of Twente)

  • Rakesh D. Raut

    (Indian Institute of Management (IIM))

  • Sachin Kumar Mangla

    (O P Jindal Global University)

  • Sobhan Arisian

    (La Trobe Business School, La Trobe University)

Abstract

The COVID-19 outbreak in 2020–2021 caused unprecedented disruptions to global supply networks. Companies worldwide faced significant challenges as they dealt with the unexpected surge in demand for specific goods and services. This study delves into the importance of supply chain coordination (SCCO), supply chain resilience (SCRE), and supply chain robustness (SCRB), considering supply chain flexibility (SCFL) and Internet of Things and Big Data Analytics (IoT-BDA) integration. We explore how SCFL influences SCCO, SCRE, and SCRB, enhancing supply chain performance (SCFP). Using a cross sectional approach, we collected survey-based responses to ensure comprehensive representation from the supply chain domain. A total of 217 complete responses were collected and analyzed using AMOS 20. The findings suggest that SCCO, SCRE, and SCRB act as mediators between SCFL and IoT-BDA. However, statistical significance between SCCO and SCRB with SCRE was not established. The study emphasizes the robust predictive nature of SCFL, highlighting its pivotal role in fostering SCCO, SCRE, and SCBR through empirical evidence. Furthermore, it emphasizes the influence of SCFL on enhancing SCFP, particularly in the post-pandemic era.

Suggested Citation

  • Nishant Agrawal & Mahak Sharma & Rakesh D. Raut & Sachin Kumar Mangla & Sobhan Arisian, 2023. "Supply Chain Flexibility and Post-pandemic Resilience," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 119-138, December.
    • Handle: RePEc:spr:gjofsm:v:24:y:2023:i:1:d:10.1007_s40171-024-00375-2
    DOI: 10.1007/s40171-024-00375-2
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    References listed on IDEAS

    as
    1. Sanjoy Kumar Paul & Sobhan Asian & Mark Goh & S. Ali Torabi, 2019. "Managing sudden transportation disruptions in supply chains under delivery delay and quantity loss," Annals of Operations Research, Springer, vol. 273(1), pages 783-814, February.
    2. Sharma, Mahak & Singh, Anupama & Daim, Tugrul, 2023. "Exploring cloud computing adoption: COVID era in academic institutions," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    3. Gunasekaran, Angappa & Papadopoulos, Thanos & Dubey, Rameshwar & Wamba, Samuel Fosso & Childe, Stephen J. & Hazen, Benjamin & Akter, Shahriar, 2017. "Big data and predictive analytics for supply chain and organizational performance," Journal of Business Research, Elsevier, vol. 70(C), pages 308-317.
    4. Jonathon Mackay & Albert Munoz & Matthew Pepper, 2020. "Conceptualising redundancy and flexibility towards supply chain robustness and resilience," Journal of Risk Research, Taylor & Francis Journals, vol. 23(12), pages 1541-1561, December.
    5. Sreedevi, R. & Saranga, Haritha, 2017. "Uncertainty and supply chain risk: The moderating role of supply chain flexibility in risk mitigation," International Journal of Production Economics, Elsevier, vol. 193(C), pages 332-342.
    6. Ragmoun Wided, 2023. "IT Capabilities, Strategic Flexibility and Organizational Resilience in SMEs Post-COVID-19: A Mediating and Moderating Role of Big Data Analytics Capabilities," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 123-142, March.
    7. Benjamin R. Tukamuhabwa & Mark Stevenson & Jerry Busby & Marta Zorzini, 2015. "Supply chain resilience: definition, review and theoretical foundations for further study," International Journal of Production Research, Taylor & Francis Journals, vol. 53(18), pages 5592-5623, September.
    8. Hafiz Muhammad Naeem & Patrizia Garengo, 2022. "The interplay between industry 4.0 maturity of manufacturing processes and performance measurement and management in SMEs," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 71(4), pages 1034-1058, April.
    9. Nishant Agrawal & Rajesh Kumar Jain, 2022. "Building supply chain resilience in supply chain disruption: the role of organisational ambidexterity," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 41(4), pages 381-403.
    10. Shradha A. Gawankar & Angappa Gunasekaran & Sachin Kamble, 2020. "A study on investments in the big data-driven supply chain, performance measures and organisational performance in Indian retail 4.0 context," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1574-1593, March.
    11. Dawei Lu & Yi Ding & Sobhan Asian & Sanjoy Kumar Paul, 2018. "From Supply Chain Integration to Operational Performance: The Moderating Effect of Market Uncertainty," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 19(1), pages 3-20, March.
    12. Adriana Barbeito‐Caamaño & Ricardo Chalmeta, 2020. "Using big data to evaluate corporate social responsibility and sustainable development practices," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2831-2848, November.
    13. Ozdemir, Dilek & Sharma, Mahak & Dhir, Amandeep & Daim, Tugrul, 2022. "Supply chain resilience during the COVID-19 pandemic," Technology in Society, Elsevier, vol. 68(C).
    14. Amit Kumar Gupta & Narain Gupta, 2021. "Environment Practices Mediating the Environmental Compliance and firm Performance: An Institutional Theory Perspective from Emerging Economies," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 157-178, September.
    15. Zhan, Yuanzhu & Tan, Kim Hua, 2020. "An analytic infrastructure for harvesting big data to enhance supply chain performance," European Journal of Operational Research, Elsevier, vol. 281(3), pages 559-574.
    16. Sayantan Khanra & Puneet Kaur & Rojers P Joseph & Ashish Malik & Amandeep Dhir, 2022. "A resource‐based view of green innovation as a strategic firm resource: Present status and future directions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1395-1413, May.
    17. Abdulkareem Salameh Awwad & Omar Mohammed Ali Ababneh & Mahmoud Karasneh, 2022. "The Mediating Impact of IT Capabilities on the Association between Dynamic Capabilities and Organizational Agility: The Case of the Jordanian IT Sector," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(3), pages 315-330, September.
    18. P. Siva Kumar & Ramesh Anbanandam, 2020. "Theory Building on Supply Chain Resilience: A SAP–LAP Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(2), pages 113-133, June.
    19. David Simchi‐Levi & He Wang & Yehua Wei, 2018. "Increasing Supply Chain Robustness through Process Flexibility and Inventory," Production and Operations Management, Production and Operations Management Society, vol. 27(8), pages 1476-1491, August.
    20. Amit Kumar Gupta & Narain Gupta, 2019. "Innovation and Culture as a Dynamic Capability for Firm Performance: A Study from Emerging Markets," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(4), pages 323-336, December.
    21. 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.
    22. Vicky Ching Gu & Bin Zhou & Qing Cao & Jeffery Adams, 2021. "Exploring the relationship between supplier development, big data analytics capability, and firm performance," Annals of Operations Research, Springer, vol. 302(1), pages 151-172, July.
    23. Nishant Agrawal & Sameer Pingle, 2020. "Mitigate supply chain vulnerability to build supply chain resilience using organisational analytical capability: a theoretical framework," International Journal of Logistics Economics and Globalisation, Inderscience Enterprises Ltd, vol. 8(3), pages 272-284.
    24. Shivam Gupta & Sachin Modgil & Piera Centobelli & Roberto Cerchione & Serena Strazzullo, 2022. "Additive Manufacturing and Green Information Systems as Technological Capabilities for Firm Performance," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 515-534, December.
    25. Munwar Hussain Pahi & Umair Ahmed & Sohel M. Imroz & Syed Mir Muhammad Shah & Irene Seok-Ching Yong, 2023. "The flexible HRM and firm performance nexus: can empowering leadership play any contingent role?," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 73(2), pages 629-647, February.
    26. Zeplin Jiwa Husada Tarigan & Hotlan Siagian & Ferry Jie, 2021. "Impact of Internal Integration, Supply Chain Partnership, Supply Chain Agility, and Supply Chain Resilience on Sustainable Advantage," Sustainability, MDPI, vol. 13(10), pages 1-18, May.
    27. Maureen S. Golan & Laura H. Jernegan & Igor Linkov, 2020. "Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic," Environment Systems and Decisions, Springer, vol. 40(2), pages 222-243, June.
    28. Aghil Rezaei Somarin & Sobhan Asian & Fariborz Jolai & Songlin Chen, 2018. "Flexibility in service parts supply chain: a study on emergency resupply in aviation MRO," International Journal of Production Research, Taylor & Francis Journals, vol. 56(10), pages 3547-3562, May.
    29. Arun A. Elias, 2021. "Kerala’s Innovations and Flexibility for Covid-19 Recovery: Storytelling using Systems Thinking," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 33-43, June.
    30. Kumar, Shashank & Raut, Rakesh D. & Agrawal, Nishant & Cheikhrouhou, Naoufel & Sharma, Mahak & Daim, Tugrul, 2022. "Integrated blockchain and internet of things in the food supply chain: Adoption barriers," Technovation, Elsevier, vol. 118(C).
    31. Shaojian Qu & Lei Xu & Sachin Kumar Mangla & Felix T. S. Chan & Jianli Zhu & Sobhan Arisian, 2022. "Matchmaking in reward-based crowdfunding platforms: a hybrid machine learning approach," International Journal of Production Research, Taylor & Francis Journals, vol. 60(24), pages 7551-7571, December.
    32. Acciarini, Chiara & Cappa, Francesco & Boccardelli, Paolo & Oriani, Raffaele, 2023. "How can organizations leverage big data to innovate their business models? A systematic literature review," Technovation, Elsevier, vol. 123(C).
    33. Luca Giraldi & Sofia Coacci & Elena Cedrola, 2023. "How relational capability can influence the success of business partnerships," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 73(2), pages 601-628, February.
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    Cited by:

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    2. Buddhika Mannaperuma & William Ho & Prakash J. Singh, 2025. "Decoding the Interplay Between Supplier Network Flexibility and Financial Performance within the Buyer Network in Uncertain Business Environments," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(1), pages 233-252, March.
    3. Seyed Ashkan Zarghami & Jantanee Dumrak, 2024. "Evaluating Vulnerability of Supply Chain Networks to Capacity Reduction," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(3), pages 629-646, September.

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    More about this item

    Keywords

    Flexibility; IoT-BDA; Performance; Resilience; Robustness; Supply chain management (SCM);
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models

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