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Analysing supply chain coordination mechanisms dealing with repurposing challenges during Covid-19 pandemic in an emerging economy: a multi-layer decision making approach

Author

Listed:
  • Hannan Amoozad Mahdiraji

    (School of Business, University of Leicester
    University of Tehran)

  • Aliasghar Abbasi Kamardi

    (University of Tehran)

  • Moein Beheshti

    (University of Tehran)

  • Seyed Hossein Razavi Hajiagha

    (Khatam University)

  • Luis Rocha-Lona

    (ESCA Santo Tomás, Instituto Politécnico Nacional)

Abstract

Following the outbreak of the Covid-19 pandemic, there was a serious need for the pharmaceutical industry to combat the disease more quickly and effectively. In this regard, numerous companies set out to repurpose current drugs. The noticed decision has major challenges in various dimensions, including the creation and management of an efficient supply chain. The present study attempts to examine the significance and relationships of the repurposing challenges and analyze the effectiveness of supply chain coordination contracts confronting them. In this regard, a combination of Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Analytic Network Process (ANP) named DANP method is applied to investigate the relationships and extracting the weights of the mentioned challenges and the multi-criteria optimization and compromise solution technique called VIKOR is employed to prioritize the supply chain coordination contracts found on their impact facing with repurposing challenges. The mentioned techniques have been conducted under the condition of linguistic Z-numbers. The results demonstrated that financial support and digitalization are the most influential challenges. Moreover, collaboration and data availability have the most weight. In addition, four contracts including effort sharing, cost-sharing, credit option and buyback are the best contracts that companies in the merging economy of Iran should concentrate on them. This research proposes a novel framework of decision-making by integrating DANP and VIKOR with linguistic Z-numbers. Additionally, this study takes a new look at the use of coordination contracts from the viewpoint of repurposing challenges which is highlighted particularly during the Covid-19 pandemic.

Suggested Citation

  • Hannan Amoozad Mahdiraji & Aliasghar Abbasi Kamardi & Moein Beheshti & Seyed Hossein Razavi Hajiagha & Luis Rocha-Lona, 2022. "Analysing supply chain coordination mechanisms dealing with repurposing challenges during Covid-19 pandemic in an emerging economy: a multi-layer decision making approach," Operations Management Research, Springer, vol. 15(3), pages 1341-1360, December.
    • Handle: RePEc:spr:opmare:v:15:y:2022:i:3:d:10.1007_s12063-021-00224-w
    DOI: 10.1007/s12063-021-00224-w
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    References listed on IDEAS

    as
    1. Florian Lücker & Ralf W. Seifert & Işık Biçer, 2019. "Roles of inventory and reserve capacity in mitigating supply chain disruption risk," International Journal of Production Research, Taylor & Francis Journals, vol. 57(4), pages 1238-1249, February.
    2. Yumei Hou & Fangfang Wei & Susan X. Li & Zhimin Huang & Allan Ashley, 2017. "Coordination and performance analysis for a three-echelon supply chain with a revenue sharing contract," International Journal of Production Research, Taylor & Francis Journals, vol. 55(1), pages 202-227, January.
    3. Xiaofang Liu & Jian Li & Jun Wu & Guoqing Zhang, 2017. "Coordination of supply chain with a dominant retailer under government price regulation by revenue sharing contracts," Annals of Operations Research, Springer, vol. 257(1), pages 587-612, October.
    4. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    5. Hannan Amoozad Mahdiraji & Kannan Govindan & Edmundas Kazimieras Zavadskas & Seyed Hossein Razavi Hajiagha, 2014. "Coalition or decentralization: a game-theoretic analysis of a three-echelon supply chain network," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 15(3), pages 460-485, June.
    6. Jabarzare, Nahid & Rasti-Barzoki, Morteza, 2020. "A game theoretic approach for pricing and determining quality level through coordination contracts in a dual-channel supply chain including manufacturer and packaging company," International Journal of Production Economics, Elsevier, vol. 221(C).
    7. Adhikari, Arnab & Bisi, Arnab & Avittathur, Balram, 2020. "Coordination mechanism, risk sharing, and risk aversion in a five-level textile supply chain under demand and supply uncertainty," European Journal of Operational Research, Elsevier, vol. 282(1), pages 93-107.
    8. Biswas, Indranil & Avittathur, Balram, 2019. "Channel coordination using options contract under simultaneous price and inventory competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 45-60.
    9. Chowdhury, Priyabrata & Paul, Sanjoy Kumar & Kaisar, Shahriar & Moktadir, Md. Abdul, 2021. "COVID-19 pandemic related supply chain studies: A systematic review," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    10. Jizhou Zhan & Xiangfeng Chen & Qiying Hu, 2019. "The value of trade credit with rebate contract in a capital-constrained supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 57(2), pages 379-396, January.
    11. Linh Nguyen Khanh Duong & Josephine Chong, 2020. "Supply chain collaboration in the presence of disruptions: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 58(11), pages 3488-3507, June.
    12. Samani, Mohammad Reza Ghatreh & Hosseini-Motlagh, Seyyed-Mahdi & Homaei, Shamim, 2020. "A reactive phase against disruptions for designing a proactive platelet supply network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    13. Jafar Namdar & Xueping Li & Rupy Sawhney & Ninad Pradhan, 2018. "Supply chain resilience for single and multiple sourcing in the presence of disruption risks," International Journal of Production Research, Taylor & Francis Journals, vol. 56(6), pages 2339-2360, March.
    14. Roberta Pellegrino & Nicola Costantino & Danilo Tauro, 2020. "Advance Purchase Discounts for Supply Chain Finance System Coordination," Sustainability, MDPI, vol. 12(23), pages 1-20, December.
    15. Xin Fang, 2018. "Analysis of Double Marginalization Effect on the Wholesale Price Contract Coordination," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 35(02), pages 1-15, April.
    16. Sahitya Elluru & Hardik Gupta & Harpreet Kaur & Surya Prakash Singh, 2019. "Proactive and reactive models for disaster resilient supply chain," Annals of Operations Research, Springer, vol. 283(1), pages 199-224, December.
    17. Hau-Ling Chan & Bin Shen & Yajun Cai, 2018. "Quick response strategy with cleaner technology in a supply chain: coordination and win-win situation analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 56(10), pages 3397-3408, May.
    18. Fernando Antonanzas & Carmelo Juárez-Castelló & Reyes Lorente & Roberto Rodríguez-Ibeas, 2019. "The Use of Risk-Sharing Contracts in Healthcare: Theoretical and Empirical Assessments," PharmacoEconomics, Springer, vol. 37(12), pages 1469-1483, December.
    19. Zhao, Tianyi & Xu, Xiaoping & Chen, Ya & Liang, Liang & Yu, Yugang & Wang, Ke, 2020. "Coordination of a fashion supply chain with demand disruptions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 134(C).
    20. Lv, Fei & Xiao, Lei & Xu, Minghui & Guan, Xu, 2019. "Quantity-payment versus two-part tariff contracts in an assembly system with asymmetric cost information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 60-80.
    21. Nie, Tengfei & Du, Shaofu, 2017. "Dual-fairness supply chain with quantity discount contracts," European Journal of Operational Research, Elsevier, vol. 258(2), pages 491-500.
    22. Jiho Yoon & Srinivas Talluri & Claudia Rosales, 2020. "Procurement decisions and information sharing under multi-tier disruption risk in a supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1362-1383, March.
    23. Yin, Zhe & Ma, Shihua, 2015. "Incentives to improve the service level in a random yield supply chain: The role of bonus contracts," European Journal of Operational Research, Elsevier, vol. 244(3), pages 778-791.
    24. Asian, Sobhan & Wang, Jian & Dickson, Geoff, 2020. "Trade disruptions, behavioral biases, and social influences: Can luxury sporting goods supply chains be immunized?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    25. Li, Linqiu & Liu, Ke, 2020. "Coordination contract design for the newsvendor model," European Journal of Operational Research, Elsevier, vol. 283(1), pages 380-389.
    26. Tavana, Madjid & Khosrojerdi, Ghasem & Mina, Hassan & Rahman, Amirah, 2019. "A hybrid mathematical programming model for optimal project portfolio selection using fuzzy inference system and analytic hierarchy process," Evaluation and Program Planning, Elsevier, vol. 77(C).
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    2. Wang, Tao & Deng, Xiaoyang & Sheng, Shibin & Jia, Yu, 2024. "Mitigating the damage of a global pandemic on the international buyer-supplier relationship: Evidence from Chinese suppliers," Journal of Business Research, Elsevier, vol. 172(C).

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