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Lean, Agile, Resilient, Green, and Sustainable (LARGS) Supplier Selection Using Multi-Criteria Structural Equation Modeling under Fuzzy Environments

Author

Listed:
  • Amirkeyvan Ghazvinian

    (School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China)

  • Bo Feng

    (School of Intellectual Property, Nanjing University of Science and Technology, Nanjing 210094, China
    Nanjing Audit University Jinshen College, Nanjing 210023, China)

  • Junwen Feng

    (School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China)

  • Hossein Talebzadeh

    (Department of Computer Engineering, Science and Research Branch, Islamic Azad University, Tehran 1946853314, Iran)

  • Maria Dzikuć

    (Faculty of Economics and Management, University of Zielona Góra, Licealna Street 9, 65-417 Zielona Góra, Poland)

Abstract

This study aims to propose an integrated approach for supplier selection based on the lean, agile, resilience, green, and sustainable (LARGS) paradigm. This approach was validated using structural equation modelling (SEM) and the intuitionistic fuzzy TOPSIS method. A comprehensive literature review was conducted, identifying twenty-six criteria, which were then consolidated into five main criteria. A questionnaire was distributed to 237 individuals from manufacturing companies listed on the Tehran Stock Exchange, and the collected data were analyzed using third-order factor analysis and the partial least squares method. Subsequently, the proposed integrated approach was applied to evaluate four suppliers in an intuitionistic fuzzy environment, utilizing expert opinions and a case study on the automotive industry. The results demonstrate the effectiveness and practicality of the proposed approach in terms of prioritizing and selecting suitable suppliers according to LARGS criteria. In conclusion, this study contributes to the existing literature by proposing an integrated approach that addresses the decision-making challenges in supplier selection. This approach offers a practical tool for managers seeking to enhance sustainable supply chain performance from the LARGS perspective.

Suggested Citation

  • Amirkeyvan Ghazvinian & Bo Feng & Junwen Feng & Hossein Talebzadeh & Maria Dzikuć, 2024. "Lean, Agile, Resilient, Green, and Sustainable (LARGS) Supplier Selection Using Multi-Criteria Structural Equation Modeling under Fuzzy Environments," Sustainability, MDPI, vol. 16(4), pages 1-22, February.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:4:p:1594-:d:1338697
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    References listed on IDEAS

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    1. Blanka Tundys & Andrzej Rzeczycki & Yudi Fernando, 2019. "A framework for analysis of the supplier selection in green supply chain," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 28(1), pages 40-67.
    2. Agarwal, Ashish & Shankar, Ravi & Tiwari, M.K., 2006. "Modeling the metrics of lean, agile and leagile supply chain: An ANP-based approach," European Journal of Operational Research, Elsevier, vol. 173(1), pages 211-225, August.
    3. Tran Thi Tham & Nguyen Trong Tri Duc & Tran Thi My Dung & Hong-Phuc Nguyen, 2020. "An integrated approach of ISM and fuzzy TOPSIS for supplier selection," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 13(5), pages 701-735.
    4. Chen, Chen-Tung & Lin, Ching-Torng & Huang, Sue-Fn, 2006. "A fuzzy approach for supplier evaluation and selection in supply chain management," International Journal of Production Economics, Elsevier, vol. 102(2), pages 289-301, August.
    5. Vonderembse, Mark A. & Uppal, Mohit & Huang, Samuel H. & Dismukes, John P., 2006. "Designing supply chains: Towards theory development," International Journal of Production Economics, Elsevier, vol. 100(2), pages 223-238, April.
    6. Siva Kumar & Ramesh Anbanandam, 2020. "Impact of risk management culture on supply chain resilience: An empirical study from Indian manufacturing industry," Journal of Risk and Reliability, , vol. 234(2), pages 246-259, April.
    7. Mengying Feng & Wantao Yu & Xingyu Wang & Chee Yew Wong & Maozeng Xu & Zhi Xiao, 2018. "Green supply chain management and financial performance: The mediating roles of operational and environmental performance," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 811-824, November.
    8. Ahmed Mohammed & Irina Harris & Anthony Soroka & Mohamed Naim & Tim Ramjaun & Morteza Yazdani, 2021. "Gresilient supplier assessment and order allocation planning," Annals of Operations Research, Springer, vol. 296(1), pages 335-362, January.
    9. Kainuma, Yasutaka & Tawara, Nobuhiko, 2006. "A multiple attribute utility theory approach to lean and green supply chain management," International Journal of Production Economics, Elsevier, vol. 101(1), pages 99-108, May.
    10. Kannan, Devika, 2018. "Role of multiple stakeholders and the critical success factor theory for the sustainable supplier selection process," International Journal of Production Economics, Elsevier, vol. 195(C), pages 391-418.
    11. Mohammed, Ahmed & Harris, Irina & Govindan, Kannan, 2019. "A hybrid MCDM-FMOO approach for sustainable supplier selection and order allocation," International Journal of Production Economics, Elsevier, vol. 217(C), pages 171-184.
    12. Burritt, Roger & Schaltegger, Stefan, 2014. "Accounting towards sustainability in production and supply chains," The British Accounting Review, Elsevier, vol. 46(4), pages 327-343.
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