A decision-support framework for evaluating supplier performance in the trial production stage of new car model development: a hybrid multi-criteria decision-making approach
Issued Date
2024-01-01
Resource Type
ISSN
14624621
eISSN
17415187
Scopus ID
2-s2.0-85179808020
Journal Title
International Journal of Management and Decision Making
Volume
23
Issue
1
Start Page
1
End Page
32
Rights Holder(s)
SCOPUS
Bibliographic Citation
International Journal of Management and Decision Making Vol.23 No.1 (2024) , 1-32
Suggested Citation
Sumrit D., Pingsusaen K. A decision-support framework for evaluating supplier performance in the trial production stage of new car model development: a hybrid multi-criteria decision-making approach. International Journal of Management and Decision Making Vol.23 No.1 (2024) , 1-32. 32. doi:10.1504/IJMDM.2024.135282 Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/95937
Title
A decision-support framework for evaluating supplier performance in the trial production stage of new car model development: a hybrid multi-criteria decision-making approach
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Author's Affiliation
Corresponding Author(s)
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Abstract
This study proposes a decision support framework using a hybrid multi-criteria decision making (MCDM) approach for evaluating supplier performance in the trial production stage of new car model development. First, 18 evaluation criteria are identified through rigorous literature review and confirmed by two groups of industrial experts. Second, consistent fuzzy preference relations (CFPRs) and fuzzy-based criteria importance through inter-criteria correlation (fuzzy CRITIC) are integrated to determine the subjective weights and objective weights of evaluation criteria. Next, a fuzzy-based Vlse Kriterijumska Optimizacija I Kompromisno Resenje (fuzzy VIKOR) approach is employed to rank the performance of suppliers. Thereafter, the sensitivity analysis is conducted to verify the stability and robustness of the proposed decision-making framework. Finally, the comparative study with other MCDM approaches. One of the largest Japanese car manufacturing in Thailand is used as a case study to demonstrate the applicability of the proposed framework.