Data envelopment analysis (DEA) has been widely applied to address various decision analysis problems due to its usefulness in evaluating multi‐criterion systems and providing improvement targets for such systems. A supplier selection problem is inherently a multi‐criterion decision problem, and DEA has been applied to evaluate suppliers for an individual product. This paper proposes and demonstrates the application of DEA in evaluating the overall performances of suppliers in a manufacturing firm. A simplified DEA model for supplier selection is first presented to evaluate the overall performances of suppliers with a strategic orientation of being able to reduce the number of suppliers. A case study is then presented to demonstrate supplier performance evaluation using DEA for supplier selection and performance improvement considerations.
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1 August 2000
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Research Article|
August 01 2000
Using data envelopment analysis to compare suppliers for supplier selection and performance improvement Available to Purchase
Jian Liu;
Jian Liu
Graduate Student, Department of Industrial and Manufacturing Engineering, North Dakota State University, Fargo, North Dakota, USA.
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Fong‐Yuen Ding;
Fong‐Yuen Ding
Lecturer in the Department of Industrial and Manufacturing Engineering, North Dakota State University, Fargo, North Dakota, USA.
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Vinod Lall
Vinod Lall
Lecturer in the Department of Industrial and Manufacturing Engineering, North Dakota State University, Fargo, North Dakota, USA.
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Publisher: Emerald Publishing
Online ISSN: 1758-6852
Print ISSN: 1359-8546
© MCB UP Limited
2000
Supply Chain Management: An International Journal (2000) 5 (3): 143–150.
Citation
Liu J, Ding F, Lall V (2000), "Using data envelopment analysis to compare suppliers for supplier selection and performance improvement". Supply Chain Management: An International Journal, Vol. 5 No. 3 pp. 143–150, doi: https://doi.org/10.1108/13598540010338893
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