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Assessing sustainability of food supply chains by using a novel method integrating group multi-criteria decision-making and interval Type-2 fuzzy set

Author

Listed:
  • Ebrahim Sharifi

    (Toronto Metropolitan University)

  • Saman Hassanzadeh Amin

    (Toronto Metropolitan University)

  • Liping Fang

    (Toronto Metropolitan University)

Abstract

A framework is required to assess the current sustainability status of food supply chains (FSCs) and identify the weak aspects. This paper proposes a novel method integrating group multi-criteria decision-making and interval Type-2 trapezoidal fuzzy (IT2TrF) set to develop a sustainability index for FSCs. A food company and five industry experts are selected to participate in a case study to demonstrate the application of this method. Fifteen criteria and 33 sub-criteria related to the FSC are identified based on the available literature and the opinions of the participating experts. The company’s performance in terms of sub-criteria is obtained using the Bonferroni mean operator to aggregate the judgment of a group of experts. The best–worst decision-making method is applied to determine an expert’s weights of criteria and sub-criteria. Due to the existence of qualitative criteria, sub-criteria, and incomplete information in experts’ judgment, an IT2TrF set-based approach is utilized to obtain the overall sustainability index. The Euclidean distance measure is applied to determine the sustainability status through the entire FSC based on the IT2TrF calculations, and the FSC sustainability index is obtained. The case study results indicated a “very sustainable” sustainability status. Also, using the ranking score method and threshold analysis, nine weak points are identified, including efficiency, agility, professional development, modes of transportation, time utilization, equal opportunities, health and prosperity. In addition, improvement measures are suggested for each weak point. Finally, comparative analyses with other cases are carried out to validate the results. The results confirm the efficiency of the proposed model and its ability to include more levels of uncertainty than the conventional fuzzy approaches.

Suggested Citation

  • Ebrahim Sharifi & Saman Hassanzadeh Amin & Liping Fang, 2025. "Assessing sustainability of food supply chains by using a novel method integrating group multi-criteria decision-making and interval Type-2 fuzzy set," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 3665-3705, February.
    • Handle: RePEc:spr:endesu:v:27:y:2025:i:2:d:10.1007_s10668-023-04036-9
    DOI: 10.1007/s10668-023-04036-9
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    References listed on IDEAS

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    1. Mangla, Sachin Kumar & Luthra, Sunil & Rich, Nick & Kumar, Divesh & Rana, Nripendra P. & Dwivedi, Yogesh K., 2018. "Enablers to implement sustainable initiatives in agri-food supply chains," International Journal of Production Economics, Elsevier, vol. 203(C), pages 379-393.
    2. Annachiara Longoni & Davide Luzzini & Marco Guerci, 2018. "Deploying Environmental Management Across Functions: The Relationship Between Green Human Resource Management and Green Supply Chain Management," Journal of Business Ethics, Springer, vol. 151(4), pages 1081-1095, September.
    3. Gholami-Zanjani, Seyed Mohammad & Klibi, Walid & Jabalameli, Mohammad Saeed & Pishvaee, Mir Saman, 2021. "The design of resilient food supply chain networks prone to epidemic disruptions," International Journal of Production Economics, Elsevier, vol. 233(C).
    4. Ehsan Pourmand & Najmeh Mahjouri & Maryam Hosseini & Farzaneh Nik-Hemmat, 2020. "A Multi-Criteria Group Decision Making Methodology Using Interval Type-2 Fuzzy Sets: Application to Water Resources Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(13), pages 4067-4092, October.
    5. Sonu Rajak & K. E. K. Vimal & Sricharan Arumugam & Jagadesan Parthiban & Swesh Kannan Sivaraman & Jayakrishna Kandasamy & Angel Acevedo Duque, 2022. "Multi-objective mixed-integer linear optimization model for sustainable closed-loop supply chain network: a case study on remanufacturing steering column," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 6481-6507, May.
    6. Abdullah Yıldızbaşı & Cihat Öztürk & Deniz Efendioğlu & Serol Bulkan, 2021. "Assessing the social sustainable supply chain indicators using an integrated fuzzy multi-criteria decision-making methods: a case study of Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 4285-4320, March.
    7. Sepehr Hendiani & Huchang Liao & Morteza Bagherpour & Manuela Tvaronavičienė & Audrius Banaitis & Jurgita Antucheviciene, 2020. "Analyzing the Status of Sustainable Development in the Manufacturing Sector Using Multi-Expert Multi-Criteria Fuzzy Decision-Making and Integrated Triple Bottom Lines," IJERPH, MDPI, vol. 17(11), pages 1-19, May.
    8. Joseph Sarkis & Qingyun Zhu, 2018. "Environmental sustainability and production: taking the road less travelled," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 743-759, January.
    9. Sepehr Hendiani & Morteza Bagherpour, 2020. "Development of sustainability index using Z-numbers: a new possibilistic hierarchical model in the context of Z-information," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6077-6109, October.
    10. Simonov Kusi-Sarpong & Himanshu Gupta & Joseph Sarkis, 2019. "A supply chain sustainability innovation framework and evaluation methodology," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 1990-2008, April.
    11. Siddharth Shankar Rai & Shivam Rai & Nitin Kumar Singh, 2021. "Organizational resilience and social-economic sustainability: COVID-19 perspective," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 12006-12023, August.
    12. Rezaei, Jafar, 2016. "Best-worst multi-criteria decision-making method: Some properties and a linear model," Omega, Elsevier, vol. 64(C), pages 126-130.
    13. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    14. N. Aktaş & N. Demirel, 2021. "A hybrid framework for evaluating corporate sustainability using multi-criteria decision making," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 15591-15618, October.
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