Integrating sustainability into supplier selection: a grey-based TOPSIS analysis

Sustainable supplier selection plays an important role in sustainable supply chain management operations and implementation. In this paper a novel formal modeling approach is conceptually developed and presented to address sustainable supplier selection. Grey theory and TOPSIS, a distance based mul...

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Main Authors: Chunguang Bai, Joseph Sarkis
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2018-11-01
Series:Technological and Economic Development of Economy
Subjects:
Online Access:https://journals.vgtu.lt/index.php/TEDE/article/view/5582
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spelling doaj-c7fda31748e34de083f43646fa5f59a42021-07-02T08:44:36ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212018-11-0124610.3846/tede.2018.5582Integrating sustainability into supplier selection: a grey-based TOPSIS analysisChunguang Bai0Joseph Sarkis1School of Management and Economics, University of Electronic Science and Technology of China, No. 2006, Xiyuan Ave, West Hi-Tech Zone, 611731, Chengdu, P. R. ChinaSchool of Business, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609-2280, USA Sustainable supplier selection plays an important role in sustainable supply chain management operations and implementation. In this paper a novel formal modeling approach is conceptually developed and presented to address sustainable supplier selection. Grey theory and TOPSIS, a distance based multiple criteria method, are used for the integration and evaluation of sustainable supplier performance for sustainable supplier selection. From a research perspective, TOPSIS is improved to more effectively deal with grey numbers by integrating a degree of likelihood rather than converting grey numbers into crisp numbers functions, and it provides more flexible supplier rankings. This methodology strengthens the sustainable supplier selection process, and can be applied to other multiple criteria decision making problems. Illustrative calculations are made using data on sustainable supplier selection and evaluation published by Bai and Sarkis (2010). The technique is relatively accurate, matching well with results from a published grey rough set approach. The methodology easily implementable with minimal complex calculations required. It can also provide support for sustainable supplier selection, benchmarking, and improvement decisions. This is one of the first papers to integrate a broad set of sustainability factors for grey-based TOPSIS and supplier selection. https://journals.vgtu.lt/index.php/TEDE/article/view/5582supply chain managementmultiple criteria evaluationsupplier selectionperformance evaluationgrey set theoryTOPSIS
collection DOAJ
language English
format Article
sources DOAJ
author Chunguang Bai
Joseph Sarkis
spellingShingle Chunguang Bai
Joseph Sarkis
Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
Technological and Economic Development of Economy
supply chain management
multiple criteria evaluation
supplier selection
performance evaluation
grey set theory
TOPSIS
author_facet Chunguang Bai
Joseph Sarkis
author_sort Chunguang Bai
title Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
title_short Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
title_full Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
title_fullStr Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
title_full_unstemmed Integrating sustainability into supplier selection: a grey-based TOPSIS analysis
title_sort integrating sustainability into supplier selection: a grey-based topsis analysis
publisher Vilnius Gediminas Technical University
series Technological and Economic Development of Economy
issn 2029-4913
2029-4921
publishDate 2018-11-01
description Sustainable supplier selection plays an important role in sustainable supply chain management operations and implementation. In this paper a novel formal modeling approach is conceptually developed and presented to address sustainable supplier selection. Grey theory and TOPSIS, a distance based multiple criteria method, are used for the integration and evaluation of sustainable supplier performance for sustainable supplier selection. From a research perspective, TOPSIS is improved to more effectively deal with grey numbers by integrating a degree of likelihood rather than converting grey numbers into crisp numbers functions, and it provides more flexible supplier rankings. This methodology strengthens the sustainable supplier selection process, and can be applied to other multiple criteria decision making problems. Illustrative calculations are made using data on sustainable supplier selection and evaluation published by Bai and Sarkis (2010). The technique is relatively accurate, matching well with results from a published grey rough set approach. The methodology easily implementable with minimal complex calculations required. It can also provide support for sustainable supplier selection, benchmarking, and improvement decisions. This is one of the first papers to integrate a broad set of sustainability factors for grey-based TOPSIS and supplier selection.
topic supply chain management
multiple criteria evaluation
supplier selection
performance evaluation
grey set theory
TOPSIS
url https://journals.vgtu.lt/index.php/TEDE/article/view/5582
work_keys_str_mv AT chunguangbai integratingsustainabilityintosupplierselectionagreybasedtopsisanalysis
AT josephsarkis integratingsustainabilityintosupplierselectionagreybasedtopsisanalysis
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