IDEAS home Printed from https://ideas.repec.org/a/spr/opmare/v15y2022i3d10.1007_s12063-022-00289-1.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12063-022-00289-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12063-022-00289-1?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. ., 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, April.
    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.
    Full references (including those not matched with items on IDEAS)

    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. Pollák František & Vavrek Roman & Váchal Jan & Markovič Peter & Konečný Michal, 2021. "Analysis of Digital Customer Communities in terms of their interactions during the first wave of the COVID-19 pandemic," Management & Marketing, Sciendo, vol. 16(2), pages 134-151, June.
    2. Eugenia Ama Andoh & Hao Yu, 2023. "A two-stage decision-support approach for improving sustainable last-mile cold chain logistics operations of COVID-19 vaccines," Annals of Operations Research, Springer, vol. 328(1), pages 75-105, September.
    3. Shuran Wen & Wei Cui & Guiying Wei, 2022. "The Impact of the Low-Carbon Energy Concept and Green Transition on Corporate Behaviour—A Perspective Based on a Contagion Model," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
    4. Xiaoling Yuan & Caijuan Li & Kai Zhao & Xiaoyu Xu, 2021. "The Changing Patterns of Consumers’ Behavior in China: A Comparison during and after the COVID-19 Pandemic," IJERPH, MDPI, vol. 18(5), pages 1-21, March.
    5. Arkadiusz J. Derkacz, 2020. "Fiscal, Investment and Export Multipliers and the COVID-19 Pandemic Slowdowns Uncertainty Factor in the First Half of 2020," Risks, MDPI, vol. 8(4), pages 1-21, November.
    6. Muckstadt, John A. & Klein, Michael G. & Jackson, Peter L. & Gougelet, Robert M. & Hupert, Nathaniel, 2023. "Efficient and effective large-scale vaccine distribution," International Journal of Production Economics, Elsevier, vol. 262(C).
    7. Tiyachareonsri, Sirikunya & Chavarnakul, Thira & Chandrachai, Achara & Triukose, Sipat, 2024. "How consumer preference determines site selection in a metropolitan setting: Analysis of retailer perspective to stay ahead of the competition in the aftermath of a large-scale crisis," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    8. Simeon Bernados & Lanndon Ocampo, 2022. "How Do People Decide on Getting Vaccinated? Evaluating the COVID-19 Vaccination Program through the Lens of Social Capital Theory," Social Sciences, MDPI, vol. 11(4), pages 1-11, March.
    9. Marco Ardolino & Andrea Bacchetti & Dmitry Ivanov, 2022. "Analysis of the COVID-19 pandemic’s impacts on manufacturing: a systematic literature review and future research agenda," Operations Management Research, Springer, vol. 15(1), pages 551-566, June.
    10. Ismail Mehmeti & Sokol Krasniqi, 2022. "Economic trends in times of pandemics: Kosovo case," International Journal of Business Ecosystem & Strategy (2687-2293), Bussecon International Academy, vol. 4(1), pages 77-86, January.
    11. Thanh Tiep Le & Abhishek Behl, 2022. "Role of corporate governance in quick response to Covid-19 to improve SMEs’ performance: evidence from an emerging market," Operations Management Research, Springer, vol. 15(1), pages 528-550, June.
    12. Rachel Shields & Samer Ajour El Zein & Neus Vila Brunet, 2021. "An Analysis on the NASDAQ’s Potential for Sustainable Investment Practices during the Financial Shock from COVID-19," Sustainability, MDPI, vol. 13(7), pages 1-20, March.
    13. 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).
    14. Husain, Zakir & Ghosh, Saswata & Dutta, Mousumi, 2022. "Changes in dietary practices of mother and child during the COVID-19 lockdown: Results from a household survey in Bihar, India," Food Policy, Elsevier, vol. 112(C).
    15. Ali Zackery & Joseph Amankwah-Amoah & Zahra Heidari Darani & Shiva Ghasemi, 2022. "COVID-19 Research in Business and Management: A Review and Future Research Agenda," Sustainability, MDPI, vol. 14(16), pages 1-32, August.
    16. Khargotra, Rohit & Kumar, Raj & András, Kovács & Fekete, Gusztáv & Singh, Tej, 2022. "Thermo-hydraulic characterization and design optimization of delta-shaped obstacles in solar water heating system using CRITIC-COPRAS approach," Energy, Elsevier, vol. 261(PB).
    17. Silvia Cosimato & Roberto Vona, 2021. "Digital Innovation for the Sustainability of Reshoring Strategies: A Literature Review," Sustainability, MDPI, vol. 13(14), pages 1-16, July.
    18. Elena Bonel & Mauro Capestro & Eleonora Di Maria, 2023. "How COVID-19 impacted cultural consumption: an explorative analysis of Gen Z’s digital museum experiences," Italian Journal of Marketing, Springer, vol. 2023(2), pages 135-160, June.
    19. Saurabh Pratap & Sunil Kumar Jauhar & Yash Daultani & Sanjoy Kumar Paul, 2023. "Benchmarking sustainable E‐commerce enterprises based on evolving customer expectations amidst COVID‐19 pandemic," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 736-752, January.
    20. Suleyman Enes Hacibektasoglu & Bulent Mertoglu & Hakan Tozan, 2021. "Application of a Novel Hybrid f-SC Risk Analysis Method in the Paint Industry," Sustainability, MDPI, vol. 13(24), pages 1-23, December.

    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:spr:opmare:v:15:y:2022:i:3:d:10.1007_s12063-022-00289-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.