Supplier selection (SS), which is a critical stage of supply chain management (SCM), is no longer evaluated solely from the perspective of traditional criteria, due to increasing environmental problems and ethical concerns. In this study, a multidimensional approach including environmental, economic, social, and competency concepts was proposed to evaluate SS, and an integrated approach based on Best Worst Method (BWM) and fuzzy TODIM (an acronym in Portuguese of Interactive and Multi-criteria Decision Making) techniques was developed. In the developed approach, BWM was used to first obtain the importance level of the criteria and then to rank the suppliers with fuzzy TODIM. The proposed approach was tested on an automotive company in Turkey. The outcomes of the analysis revealed that the most important main criteria for SS are economic (0.377) and environmental criteria (0.290). In addition, the sub-criteria with the highest criteria weight were listed as product cost (0.120), on-time delivery (0.112), quality control (0.094), logistics costs (0.069), management commitment (0.054), and flexibility (0.054). The results of this study offer theoretical and practical outputs to companies that want to improve their SS process, selection of suppliers, and contributions of the researchers working on the topic.
Accepté le :
Première publication :
Publié le :
DOI : 10.1051/ro/2021041
Keywords: Supply Chain Management, supplier selection, Best Worst Method, fuzzy TODIM method, Multi-Criteria Decision Making
@article{RO_2021__55_3_1487_0,
author = {Baki, Rahmi},
title = {An integrated, multi-criteria approach based on environmental, economic, social, and competency criteria for supplier selection},
journal = {RAIRO. Operations Research},
pages = {1487--1500},
year = {2021},
publisher = {EDP-Sciences},
volume = {55},
number = {3},
doi = {10.1051/ro/2021041},
mrnumber = {4269475},
language = {en},
url = {https://www.numdam.org/articles/10.1051/ro/2021041/}
}
TY - JOUR AU - Baki, Rahmi TI - An integrated, multi-criteria approach based on environmental, economic, social, and competency criteria for supplier selection JO - RAIRO. Operations Research PY - 2021 SP - 1487 EP - 1500 VL - 55 IS - 3 PB - EDP-Sciences UR - https://www.numdam.org/articles/10.1051/ro/2021041/ DO - 10.1051/ro/2021041 LA - en ID - RO_2021__55_3_1487_0 ER -
%0 Journal Article %A Baki, Rahmi %T An integrated, multi-criteria approach based on environmental, economic, social, and competency criteria for supplier selection %J RAIRO. Operations Research %D 2021 %P 1487-1500 %V 55 %N 3 %I EDP-Sciences %U https://www.numdam.org/articles/10.1051/ro/2021041/ %R 10.1051/ro/2021041 %G en %F RO_2021__55_3_1487_0
Baki, Rahmi. An integrated, multi-criteria approach based on environmental, economic, social, and competency criteria for supplier selection. RAIRO. Operations Research, Tome 55 (2021) no. 3, pp. 1487-1500. doi: 10.1051/ro/2021041
[1] , Multicriteria decision model for outsourcing contracts selection based on utility function and ELECTRE method. Comput. Oper. Res. 34 (2007) 3569–3574. | Zbl | DOI
[2] , , , and , Green supplier selection using fuzzy group decision making methods: a case study from the agri-food industry. Comput. Oper. Res. 89 (2018) 337–347. | MR | DOI
[3] , and , An intuitionsitic fuzzy judgement matrix and TOPSIS integrated multi-criteria decision making method for green supplier selection. J. Intel. Fuzzy Syst. 28 (2015) 117–126. | MR | DOI
[4] and , The determinants of green product development performance: Green dynamic capabilities, green transformational leadership, and green creativity. J. Bus. Ethics 116 (2013) 107–119. | DOI
[5] , , and , A fuzzy MCDM approach for green supplier selection from the economic and environmental aspects. Math. Prob. Eng. 2016 (2016).
[6] , , and , A novel integrated fuzzy PIPRECIA–interval rough SAW model: green supplier selection. Decis. Making: App. Manage. Eng. 3 (2020) 126–145.
[7] , Multi-criteria decision making for green supplier selection using interval type-2 fuzzy AHP: a case study of a home appliance manufacturer. Oper. Res. (2020) 1–35.
[8] , , and , Tactical supply chain planning under a carbon tax policy scheme: a case study. Int. J. Prod. Econ. 164 (2015) 206–215. | DOI
[9] , , and , Extended TODIM method for hybrid multiple attribute decision making problems. Knowl.-Based Syst. 42 (2013) 40–48. | DOI
[10] , , and , Multi-criteria evaluation of green suppliers using an extended WASPAS method with interval type-2 fuzzy sets. J. Cleaner Prod. 137 (2016) 213–229. | DOI
[11] and , An application of the TODIM method to the multicriteria rental evaluation of residential properties. Eur. J. Oper. Res. 193 (2009) 204–211. | Zbl | DOI
[12] , and , A fuzzy multi criteria approach for measuring sustainability performance of a supplier based on triple bottom line approach. J. Cleaner Prod. 47 (2013) 345–354. | DOI
[13] and , Decision making on supplier selection based on social, ethical, and environmental criteria: a study in the textile industry. Res. Conserv. Recycling 141 (2019) 347–361. | DOI
[14] , , and , Green supplier evaluation and selection in apparel manufacturing using a fuzzy multi-criteria decision-making approach. Sustainability 9 (2017) 650. | DOI
[15] and , Supplier selection among SMEs on the basis of their green innovation ability using BWM and fuzzy TOPSIS. J. Cleaner Prod. 152 (2017) 242–258. | DOI
[16] , and , Green supplier selection using multi-criterion decision making under fuzzy environment: a case study in automotive industry. Comput. Ind. Eng. 136 (2019) 663–680. | DOI
[17] , , and , Determinants of the green supplier selection. Proc.-Soc. Behav. Sci. 181 (2015) 131–139. | DOI
[18] , and , A multi-stage multi-criteria hierarchical decision-making approach for sustainable supplier selection. Appl. Soft Comput. 94 (2020) 106456. | DOI
[19] , and , New approach for failure mode and effect analysis using linguistic distribution assessments and TODIM method. Reliab. Eng. Syst. Saf. 167 (2017) 302–309. | DOI
[20] , and , Green supplier selection for the steel industry using BWM and Fuzzy TOPSIS: a case study of Khouzestan Steel Company. Sustainable Futures 2 (2020) 100012. | DOI
[21] and , Prospect theory: an analysis of decision under risk. Econometrica 47 (1979) 263–292. | MR | Zbl | DOI
[22] , and , Selecting green suppliers based on GSCM practices: using fuzzy TOPSIS applied to a Brazilian electronics company. Eur. J. Oper. Res. 233 (2014) 432–447. | MR | Zbl | DOI
[23] and , Multi-criteria COPRAS method based on parametric measures for intuitionistic fuzzy sets: application of green supplier selection. Iran. J. Sci. Technol. Trans. Electr. Eng. 44 (2020) 1645–1662. | DOI
[24] , , and , A new integrated MCDM model for sustainable supplier selection under interval-valued intuitionistic uncertain linguistic environment. Inf. Sci. 486 (2019) 254–270. | DOI
[25] , , and , A novel hesitant fuzzy WASPAS method for assessment of green supplier problem based on exponential information measures. J. Cleaner Prod. 238 (2019) 1–16. | DOI
[26] , and , An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment. Eur. J. Oper. Res. 258 (2017) 626–638. | MR | DOI
[27] , Best-worst multi-criteria decision-making method. Omega 53 (2015) 49–57. | DOI
[28] , , and , A supplier selection life cycle approach integrating traditional and environmental criteria using the best worst method. J. Cleaner Prod. 135 (2016) 577–588. | DOI
[29] , , and , Application of fuzzy VIKOR for evaluation of green supply chain management practices. Ecol. Indicators 49 (2015) 188–203. | DOI
[30] , , and , Supplier selection using fuzzy AHP and fuzzy multi-objective linear programming for developing low carbon supply chain. Expert Syst. App. 39 (2012) 8182–8192. | DOI
[31] , , , and , A fuzzy multi criteria approach for evaluating green supplier’s performance in green supply chain with linguistic preferences. Res. Conserv. Recycling 74 (2013) 170–179. | DOI
[32] , , and , An integrated model for solving problems in green supplier selection and order allocation. J. Cleaner Prod. 190 (2018) 339–352. | DOI
[33] , , and , Neighbourhood selection for a newcomer via a novel BWM-based revised MAIRCA integrated model: a case from the Coquimbo-La Serena conurbation. Chile. Int. J. Strategic Property Manage. 24 (2020) 102–118. | DOI
Cité par Sources :





