IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v175y2023ics0965856423001970.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856423001970
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.tra.2023.103777?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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).
    8. 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).
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gu, Bingmei & Liu, Jiaguo & Ye, Xiaoheng & Gong, Yu & Chen, Jihong, 2024. "Data-driven approach for port resilience evaluation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 186(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Antonio Zavala-Alcívar & María-José Verdecho & Juan-José Alfaro-Saiz, 2020. "A Conceptual Framework to Manage Resilience and Increase Sustainability in the Supply Chain," Sustainability, MDPI, vol. 12(16), pages 1-38, August.
    2. 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.
    3. Maria Ghufran & Khurram Iqbal Ahmad Khan & Fahim Ullah & Wesam Salah Alaloul & Muhammad Ali Musarat, 2022. "Key Enablers of Resilient and Sustainable Construction Supply Chains: A Systems Thinking Approach," Sustainability, MDPI, vol. 14(19), pages 1-19, September.
    4. El-Awady Attia & Ali Alarjani & Md. Sharif Uddin & Ahmed Farouk Kineber, 2023. "Determining the Stationary Enablers of Resilient and Sustainable Supply Chains," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    5. Mahyar Habibi Rad & Mohammad Mojtahedi & Michael J. Ostwald, 2021. "The Integration of Lean and Resilience Paradigms: A Systematic Review Identifying Current and Future Research Directions," Sustainability, MDPI, vol. 13(16), pages 1-24, August.
    6. Vishal Kashav & Chandra Prakash Garg & Rupesh Kumar, 2023. "Ranking the strategies to overcome the barriers of the maritime supply chain (MSC) of containerized freight under fuzzy environment," Annals of Operations Research, Springer, vol. 324(1), pages 1223-1268, May.
    7. El-Awady Attia & Ali Alarjani & Md. Sharif Uddin & Ahmed Farouk Kineber, 2023. "Examining the Influence of Sustainable Construction Supply Chain Drivers on Sustainable Building Projects Using Mathematical Structural Equation Modeling Approach," Sustainability, MDPI, vol. 15(13), pages 1-32, July.
    8. Fang, Da & Guo, Yan, 2022. "Flow of goods to the shock of COVID-19 and toll-free highway policy: Evidence from logistics data in China," Research in Transportation Economics, Elsevier, vol. 93(C).
    9. Basu R, Jothi & Abdulrahman, Muhammad D. & Yuvaraj, M., 2023. "Improving agility and resilience of automotive spares supply chain: The additive manufacturing enabled truck model," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    10. Samadhiya, Ashutosh & Yadav, Sanjeev & Kumar, Anil & Majumdar, Abhijit & Luthra, Sunil & Garza-Reyes, Jose Arturo & Upadhyay, Arvind, 2023. "The influence of artificial intelligence techniques on disruption management: Does supply chain dynamism matter?," Technology in Society, Elsevier, vol. 75(C).
    11. Ivanov, Dmitry & Dolgui, Alexandre & Sokolov, Boris, 2022. "Cloud supply chain: Integrating Industry 4.0 and digital platforms in the “Supply Chain-as-a-Service”," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    12. Zhou, Yusheng & Li, Xue & Yuen, Kum Fai, 2022. "Holistic risk assessment of container shipping service based on Bayesian Network Modelling," Reliability Engineering and System Safety, Elsevier, vol. 220(C).
    13. Bai, Xiwen & Ma, Zhongjun & Zhou, Yaoming, 2023. "Data-driven static and dynamic resilience assessment of the global liner shipping network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    14. Zhao, Chuan & Li, Xin & Zuo, Min & Mo, Lipo & Yang, Changchun, 2022. "Spatiotemporal dynamic network for regional maritime vessel flow prediction amid COVID-19," Transport Policy, Elsevier, vol. 129(C), pages 78-89.
    15. Khan, Naveed R. & Ameer, Farah & Bouncken, Ricarda B. & Covin, Jeffrey G., 2023. "Corporate sustainability entrepreneurship: The role of green entrepreneurial orientation and organizational resilience capacity for green innovation," Journal of Business Research, Elsevier, vol. 169(C).
    16. Evangelos Gkanatsas & Harold Krikke, 2020. "Towards a Pro-Silience Framework: A Literature Review on Quantitative Modelling of Resilient 3PL Supply Chain Network Designs," Sustainability, MDPI, vol. 12(10), pages 1-25, May.
    17. Chih-Hung Hsu & An-Yuan Chang & Ting-Yi Zhang & Wei-Da Lin & Wan-Ling Liu, 2021. "Deploying Resilience Enablers to Mitigate Risks in Sustainable Fashion Supply Chains," Sustainability, MDPI, vol. 13(5), pages 1-24, March.
    18. Shashi & Piera Centobelli & Roberto Cerchione & Myriam Ertz, 2020. "Managing supply chain resilience to pursue business and environmental strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1215-1246, March.
    19. Dirzka, Christopher & Acciaro, Michele, 2022. "Global shipping network dynamics during the COVID-19 pandemic's initial phases," Journal of Transport Geography, Elsevier, vol. 99(C).
    20. Chih-Hung Hsu & Ming-Ge Li & Ting-Yi Zhang & An-Yuan Chang & Shu-Zhen Shangguan & Wan-Ling Liu, 2022. "Deploying Big Data Enablers to Strengthen Supply Chain Resilience to Mitigate Sustainable Risks Based on Integrated HOQ-MCDM Framework," Mathematics, MDPI, vol. 10(8), pages 1-35, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transa:v:175:y:2023:i:c:s0965856423001970. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.