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A hesitant fuzzy linguistic QFD approach for formulating sustainable supplier development programs

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  • Finger, Gustavo Strauch Wilin
  • Lima-Junior, Francisco Rodrigues

Abstract

Buying companies increasingly need to establish supplier development programs to improve the economic, environmental, and social performance of their suppliers. However, decision models that support the analysis and choice of sustainable supplier development programs (SSDPs) are relatively scarce in the literature. Given this context, this study proposes a model to support the formulation of SSDPs based on the HFLTS-QFD method, which combines Hesitant Fuzzy Linguistic Term Sets with the Quality Function Deployment technique. This model was applied to a European automotive company based on the judgments of an expert who evaluated six SSDPs regarding a set of buying company requirements. In this application, cost and quality were considered to be the most important requirements, whereas the programs related to the adjustment of production capacity, cost reduction, and the creation of a Kaizen system were classified as priorities for implementation. The results of the sensitivity analysis tests considering pessimistic and optimistic scenarios reinforced the robustness of the model. When compared with previous approaches, the proposed model presents several advantages, such as: it allows decision makers to use more than one linguistic term and linguistic expressions to evaluate buying company requirements and SSDPs; it considers the difficulty of implementation as a decision factor in selecting the most suitable SSDPs; and it provides an implementation ranking for the selected SSDPs based on the estimated implementation time and its potential to generate benefits for the buying company.

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  • Finger, Gustavo Strauch Wilin & Lima-Junior, Francisco Rodrigues, 2022. "A hesitant fuzzy linguistic QFD approach for formulating sustainable supplier development programs," International Journal of Production Economics, Elsevier, vol. 247(C).
    • Handle: RePEc:eee:proeco:v:247:y:2022:i:c:s0925527322000214
    DOI: 10.1016/j.ijpe.2022.108428
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    1. Abdollah Noorizadeh & Kamran Rashidi & Antti Peltokorpi, 2018. "Categorizing suppliers for development investments in construction: application of DEA and RFM concept," Construction Management and Economics, Taylor & Francis Journals, vol. 36(9), pages 487-506, September.
    2. Araz, Ceyhun & Ozkarahan, Irem, 2007. "Supplier evaluation and management system for strategic sourcing based on a new multicriteria sorting procedure," International Journal of Production Economics, Elsevier, vol. 106(2), pages 585-606, April.
    3. Jia Huang & Xiao-Yue You & Hu-Chen Liu & Sheng-Li Si, 2019. "New approach for quality function deployment based on proportional hesitant fuzzy linguistic term sets and prospect theory," International Journal of Production Research, Taylor & Francis Journals, vol. 57(5), pages 1283-1299, March.
    4. Ali Aghazadeh Ardebili & Elio Padoano, 2020. "A Literature Review of the Concepts of Resilience and Sustainability in Group Decision-Making," Sustainability, MDPI, vol. 12(7), pages 1-22, March.
    5. Dou, Yijie & Zhu, Qinghua & Sarkis, Joseph, 2014. "Evaluating green supplier development programs with a grey-analytical network process-based methodology," European Journal of Operational Research, Elsevier, vol. 233(2), pages 420-431.
    6. Yijie Dou & Qinghua Zhu & Joseph Sarkis, 2015. "Integrating Strategic Carbon Management into Formal Evaluation of Environmental Supplier Development Programs," Business Strategy and the Environment, Wiley Blackwell, vol. 24(8), pages 873-891, December.
    7. Osiro, Lauro & Lima-Junior, Francisco R. & Carpinetti, Luiz Cesar R., 2014. "A fuzzy logic approach to supplier evaluation for development," International Journal of Production Economics, Elsevier, vol. 153(C), pages 95-112.
    8. Quigley, John & Walls, Lesley & Demirel, Güven & MacCarthy, Bart L. & Parsa, Mahdi, 2018. "Supplier quality improvement: The value of information under uncertainty," European Journal of Operational Research, Elsevier, vol. 264(3), pages 932-947.
    9. Meisel, Frank & Glock, Christoph H., 2018. "Self-induced learning vs. project-based supplier development for production ramp-up with two supply options," International Journal of Production Economics, Elsevier, vol. 198(C), pages 60-69.
    10. Konrad Zimmer & Magnus Fröhling & Frank Schultmann, 2016. "Sustainable supplier management -- a review of models supporting sustainable supplier selection, monitoring and development," International Journal of Production Research, Taylor & Francis Journals, vol. 54(5), pages 1412-1442, March.
    11. Bai, Chunguang & Dhavale, Dileep & Sarkis, Joseph, 2016. "Complex investment decisions using rough set and fuzzy c-means: An example of investment in green supply chains," European Journal of Operational Research, Elsevier, vol. 248(2), pages 507-521.
    12. Talluri, Srinivas & Narasimhan, Ram, 2004. "A methodology for strategic sourcing," European Journal of Operational Research, Elsevier, vol. 154(1), pages 236-250, April.
    13. Imre Dobos & Gyöngyi Vörösmarty, 2019. "Evaluating green suppliers: improving supplier performance with DEA in the presence of incomplete data," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 27(2), pages 483-495, June.
    14. Meisel, Frank & Glock, C. H., 2018. "Self-induced learning vs. project-based supplier development for production ramp-up with two supply options," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 94855, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
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    1. Francisco Rodrigues Lima-Junior & Mery Ellen Brandt de Oliveira & Carlos Henrique Lopes Resende, 2023. "An Overview of Applications of Hesitant Fuzzy Linguistic Term Sets in Supply Chain Management: The State of the Art and Future Directions," Mathematics, MDPI, vol. 11(13), pages 1-40, June.
    2. Zhou, Fang & Chen, Ting-Yu, 2023. "A hybrid group decision-making approach involving Pythagorean fuzzy uncertainty for green supplier selection," International Journal of Production Economics, Elsevier, vol. 261(C).
    3. Zhigang Fan & Tae-Won Kang, 2023. "Linking Sustainable Supplier Selection to Firm’s Sustainable Performance: The Moderated Mediating Role of Supplier Development and Leadership for Functional Integration," Sustainability, MDPI, vol. 15(12), pages 1-13, June.
    4. Ali Ibrahim Balin & Kazim Sari, 2023. "The Effect of Green Purchasing Practices on Financial Performance under the Mediating Role of Environmental Performance: Evidence from Türkiye," Sustainability, MDPI, vol. 15(4), pages 1-15, February.

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