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Enablers for maritime supply chain resilience during pandemic: An integrated MCDM approach

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  • Liu, Jiaguo
  • Gu, Bingmei
  • Chen, Jihong

Abstract

Maritime transport is responsible for carrying over 80% of the world's goods, making it the backbone of the global economy. The global impact of the COVID-19 pandemic caused unprecedented disruptions to supply chains, underscoring the critical need for resilience. However, there is no clear definition of customer-oriented maritime supply chain resilience (MSCR) during pandemic. This study proposes a definition of MSCR in the context of the COVID-19 pandemic, focusing on the needs of customers (i.e., freight service continuity and freight rate stability). The study aims to investigate the hierarchical and causal relationships among MSCR enablers and classify them into driving and dependence power, using an integrated multi-criteria decision-making (MCDM) approach that combines Interpretive Structural Modelling (ISM), fuzzy Matriced Impacts Croisés Multiplication Appliquée á un Classement (MICMAC), and Decision-Making Trial and Evaluation Laboratory (DEMATEL). A total of eighteen MSCR enablers during the pandemic are identified through literature review and experts’ opinions. The results of the study manifest that the most influential enabler is the redundancy plan, while freight service continuity and freight rate stability are determined to be the most significant and resultant enablers. The proposed approach has the potential to assist decision-makers in identifying the critical factors that require focused attention to enhance MSCR in the future.

Suggested Citation

  • Liu, Jiaguo & Gu, Bingmei & Chen, Jihong, 2023. "Enablers for maritime supply chain resilience during pandemic: An integrated MCDM approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    • Handle: RePEc:eee:transa:v:175:y:2023:i:c:s0965856423001970
    DOI: 10.1016/j.tra.2023.103777
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    References listed on IDEAS

    as
    1. Zavitsas, Konstantinos & Zis, Thalis & Bell, Michael G.H., 2018. "The impact of flexible environmental policy on maritime supply chain resilience," Transport Policy, Elsevier, vol. 72(C), pages 116-128.
    2. Ruiz-Benítez, Rocío & López, Cristina & Real, Juan C., 2018. "The lean and resilient management of the supply chain and its impact on performance," International Journal of Production Economics, Elsevier, vol. 203(C), pages 190-202.
    3. Vipul Jain & Sameer Kumar & Umang Soni & Charu Chandra, 2017. "Supply chain resilience: model development and empirical analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6779-6800, November.
    4. Yang, Qian & Geng, Ruoqi & Jiang, Yisa & Feng, Taiwen, 2021. "Governance mechanisms and green customer integration in China: The joint effect of power and environmental uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    5. Liu, Honglu & Tian, Zhihong & Huang, Anqiang & Yang, Zaili, 2018. "Analysis of vulnerabilities in maritime supply chains," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 475-484.
    6. Vishal Ashok Bhosale & Ravi Kant, 2016. "An integrated ISM fuzzy MICMAC approach for modelling the supply chain knowledge flow enablers," International Journal of Production Research, Taylor & Francis Journals, vol. 54(24), pages 7374-7399, December.
    7. Narwane, Vaibhav S. & Yadav, Vinay Surendra & Raut, Rakesh D. & Narkhede, Balkrishna E. & Gardas, Bhaskar B., 2021. "Sustainable development challenges of the biofuel industry in India based on integrated MCDM approach," Renewable Energy, Elsevier, vol. 164(C), pages 298-309.
    8. Narasimha, Prathvi Thumbe & Jena, Pradyot Ranjan & Majhi, Ritanjali, 2021. "Impact of COVID-19 on the Indian seaport transportation and maritime supply chain," Transport Policy, Elsevier, vol. 110(C), pages 191-203.
    9. Theo Notteboom & Thanos Pallis & Jean-Paul Rodrigue, 2021. "Disruptions and resilience in global container shipping and ports: the COVID-19 pandemic versus the 2008–2009 financial crisis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 23(2), pages 179-210, June.
    10. Moustafa Mohamed Nazief Haggag Kotb Kholaif & Xiao Ming & Gutama Kusse Getele, 2022. "Post COVID-19's opportunities for customer-centric green supply chain management and customers' resilience; the moderate effect of corporate social responsibility," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(6), pages 1397-1424, August.
    11. Wen-Kuo Chen & Ching-Torng Lin, 2021. "Interrelationship among CE Adoption Obstacles of Supply Chain in the Textile Sector: Based on the DEMATEL-ISM Approach," Mathematics, MDPI, vol. 9(12), pages 1-24, June.
    12. Manlio Del Giudice & Assunta Di Vaio & Rohail Hassan & Rosa Palladino, 2022. "Digitalization and new technologies for sustainable business models at the ship–port interface: a bibliometric analysis," Maritime Policy & Management, Taylor & Francis Journals, vol. 49(3), pages 410-446, April.
    13. Lam, Jasmine Siu Lee & Bai, Xiwen, 2016. "A quality function deployment approach to improve maritime supply chain resilience," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 92(C), pages 16-27.
    14. R. Rajesh, 2019. "Social and environmental risk management in resilient supply chains: A periodical study by the Grey-Verhulst model," International Journal of Production Research, Taylor & Francis Journals, vol. 57(11), pages 3748-3765, June.
    15. Liu, Aijun & Li, Zengxian & Shang, Wen-Long & Ochieng, Washington, 2023. "Performance evaluation model of transportation infrastructure: Perspective of COVID-19," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    16. Jaya Priyadarshini & Rajesh Kr Singh & Ruchi Mishra & Surajit Bag, 2022. "Investigating the interaction of factors for implementing additive manufacturing to build an antifragile supply chain: TISM-MICMAC approach," Operations Management Research, Springer, vol. 15(1), pages 567-588, June.
    17. Yuen, Kum Fai & Thai, Vinh V. & Wong, Yiik Diew, 2017. "Corporate social responsibility and classical competitive strategies of maritime transport firms: A contingency-fit perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 98(C), pages 1-13.
    18. Ardito, Lorenzo & Messeni Petruzzelli, Antonio & Dezi, Luca & Castellano, Sylvaine, 2020. "The influence of inbound open innovation on ambidexterity performance: Does it pay to source knowledge from supply chain stakeholders?," Journal of Business Research, Elsevier, vol. 119(C), pages 321-329.
    19. Gaurav Kumar Badhotiya & Gunjan Soni & Vipul Jain & Rohit Joshi & Sameer Mittal, 2022. "Assessing supply chain resilience to the outbreak of COVID-19 in Indian manufacturing firms," Operations Management Research, Springer, vol. 15(3), pages 1161-1180, December.
    20. Peter Ralston & Jennifer Blackhurst, 2020. "Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?," International Journal of Production Research, Taylor & Francis Journals, vol. 58(16), pages 5006-5019, July.
    21. Ilaria Giannoccaro & Anas Iftikhar, 2022. "Mitigating ripple effect in supply networks: the effect of trust and topology on resilience," International Journal of Production Research, Taylor & Francis Journals, vol. 60(4), pages 1178-1195, February.
    22. 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.
    23. Manupati, V.K. & Schoenherr, Tobias & Ramkumar, M. & Panigrahi, Suraj & Sharma, Yash & Mishra, Prakriti, 2022. "Recovery strategies for a disrupted supply chain network: Leveraging blockchain technology in pre- and post-disruption scenarios," International Journal of Production Economics, Elsevier, vol. 245(C).
    24. Parast, Mahour Mellat, 2020. "The impact of R&D investment on mitigating supply chain disruptions: Empirical evidence from U.S. firms," International Journal of Production Economics, Elsevier, vol. 227(C).
    25. Aysu Göçer & Ceren Altuntas Vural & Durmuş Ali Deveci, 2019. "Drivers of and barriers against market orientation: a study of Turkish container ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 21(2), pages 278-305, June.
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