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Impact analysis of COVID-19 outbreak on cold supply chains of perishable products using a SWARA based MULTIMOORA approach

Author

Listed:
  • Neeraj Kumar

    (Dr. B. R. Ambedkar National Institute of Technology)

  • Mohit Tyagi

    (Dr. B. R. Ambedkar National Institute of Technology)

  • Anish Sachdeva

    (Dr. B. R. Ambedkar National Institute of Technology)

  • Yigit Kazancoglu

    (Yasar University)

  • Mangey Ram

    (Graphic Era Deemed to Be University
    Institute of Advanced Manufacturing Technologies, Peter the Great St. Petersburg Polytechnic University)

Abstract

The present study aims to analyze the impact of the COVID-19 outbreak resulting in Cold Supply Chain (CSC) disruptions and shed new light on the potential opportunities yielded from the pandemic. In addition, the work also aims to explore the most appropriate strategies to minimize CSC disruption due to the COVID-19 outbreak and to repurpose to create conditions as they were before the pandemic. The impact of the COVID-19 outbreak on CSCs has been analyzed theoretically and empirically, considering seven broader assessment criteria. To diminish the disruption due to COVID-19, eight of the most appropriate remedial strategies have been proposed in this study. A new hierarchical model was developed to articulate the analysis and consolidate various issues pertinent to CSC disruption caused by COVID-19 in one frame. The developed model was analyzed using a hybrid approach of SWARA-based MULTIMOORA methods. The SWARA method has been used to analyze the significance of considered assessment criteria, while the MULTIMOORA method has been used to analyze the mutual importance of proposed strategies. The findings of this paper show that ‘structural impact’ and ‘business and financial impact’ are the two most affected traits of CSC during the COVID-19 pandemic throughout the world. Meanwhile, the strategies ‘development of safe and healthier work scenario for partners of the cold chain’ and ‘successful monitoring and implementation of COVID-19 protocols’ are the two most important proposed strategies that might help management to mitigate the influence of the COVID-19 outbreak on CSCs. Findings of this research enable CSC managers and policy-makers to develop potential and robust plans for their operations to respond to disruptive situations like COVID-19 and turn them into opportunities for organizational growth and improving the health of society.

Suggested Citation

  • Neeraj Kumar & Mohit Tyagi & Anish Sachdeva & Yigit Kazancoglu & Mangey Ram, 2022. "Impact analysis of COVID-19 outbreak on cold supply chains of perishable products using a SWARA based MULTIMOORA approach," Operations Management Research, Springer, vol. 15(3), pages 1290-1314, December.
  • Handle: RePEc:spr:opmare:v:15:y:2022:i:3:d:10.1007_s12063-022-00289-1
    DOI: 10.1007/s12063-022-00289-1
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    References listed on IDEAS

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    1. ., 2019. "Food loss and waste and food security," Chapters, in: Food Loss and Food Waste, chapter 1, pages 1-26, Edward Elgar Publishing.
    2. Zhou, Jian-Lan & Lei, Yi, 2020. "A slim integrated with empirical study and network analysis for human error assessment in the railway driving process," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    3. Yücenur, G. Nilay & Çaylak, Şeyma & Gönül, Gözde & Postalcıoğlu, Melike, 2020. "An integrated solution with SWARA&COPRAS methods in renewable energy production: City selection for biogas facility," Renewable Energy, Elsevier, vol. 145(C), pages 2587-2597.
    4. Seetharaman, Priya, 2020. "Business models shifts: Impact of Covid-19," International Journal of Information Management, Elsevier, vol. 54(C).
    5. David C. Hall & Tracy D. Johnson-Hall, 2021. "The value of downstream traceability in food safety management systems: an empirical examination of product recalls," Operations Management Research, Springer, vol. 14(1), pages 61-77, June.
    6. Kanika Mahajan & Shekhar Tomar, 2021. "COVID‐19 and Supply Chain Disruption: Evidence from Food Markets in India†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 35-52, January.
    7. Bhaskar Bagchi & Susmita Chatterjee & Raktim Ghosh & Dhrubaranjan Dandapat, 2020. "Impact of COVID-19 on Global Economy," SpringerBriefs in Economics, in: Coronavirus Outbreak and the Great Lockdown, chapter 3, pages 15-26, Springer.
    8. Alam, Shahriar Tanvir & Ahmed, Sayem & Ali, Syed Mithun & Sarker, Sudipa & Kabir, Golam & ul-Islam, Asif, 2021. "Challenges to COVID-19 vaccine supply chain: Implications for sustainable development goals," International Journal of Production Economics, Elsevier, vol. 239(C).
    9. Sheth, Jagdish, 2020. "Impact of Covid-19 on consumer behavior: Will the old habits return or die?," Journal of Business Research, Elsevier, vol. 117(C), pages 280-283.
    10. Saif, Ahmed & Elhedhli, Samir, 2016. "Cold supply chain design with environmental considerations: A simulation-optimization approach," European Journal of Operational Research, Elsevier, vol. 251(1), pages 274-287.
    11. Vikas Barbate & Rajesh N. Gade & Shirish S. Raibagkar, 2021. "COVID-19 and Its Impact on the Indian Economy," Vision, , vol. 25(1), pages 23-35, March.
    12. Bhaskar Bagchi & Susmita Chatterjee & Raktim Ghosh & Dhrubaranjan Dandapat, 2020. "Coronavirus Outbreak and the Great Lockdown," SpringerBriefs in Economics, Springer, number 978-981-15-7782-6, October.
    13. Wu, Wentao & Beretta, Claudio & Cronje, Paul & Hellweg, Stefanie & Defraeye, Thijs, 2019. "Environmental trade-offs in fresh-fruit cold chains by combining virtual cold chains with life cycle assessment," Applied Energy, Elsevier, vol. 254(C).
    14. Mohit Tyagi & Pradeep Kumar & Dinesh Kumar, 2017. "Modelling and analysis of barriers for supply chain performance measurement system," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 28(3), pages 392-414.
    15. Paolo Barbieri & Albachiara Boffelli & Stefano Elia & Luciano Fratocchi & Matteo Kalchschmidt & Danny Samson, 2020. "What can we learn about reshoring after Covid-19?," Operations Management Research, Springer, vol. 13(3), pages 131-136, December.
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