Evaluating supplier performance using data envelopment analysis (DEA)

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 is inherently a multi-criterion decision problem, and DEA has bee...

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Main Author:	Siti Sarah, Yahya
Format:	Undergraduates Project Papers
Language:	English English English
Published:	2015
Subjects:	HD Industries. Land use. Labor
Online Access:	http://umpir.ump.edu.my/id/eprint/15948/ http://umpir.ump.edu.my/id/eprint/15948/ http://umpir.ump.edu.my/id/eprint/15948/1/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Table%20of%20content-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf http://umpir.ump.edu.my/id/eprint/15948/2/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Abstract-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf http://umpir.ump.edu.my/id/eprint/15948/3/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Chapter%201-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf

id	ump-15948
recordtype	eprints
spelling	ump-159482017-01-04T02:01:46Z http://umpir.ump.edu.my/id/eprint/15948/ Evaluating supplier performance using data envelopment analysis (DEA) Siti Sarah, Yahya HD Industries. Land use. Labor 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 is inherently a multi-criterion decision problem, and DEA has been applied to evaluate suppliers. This paper proposes and demonstrates the application of DEA in evaluating the overall performances of suppliers in a firm. A research is then presented to demonstrate supplier performance evaluation using DEA for supplier selection and consideration of performance improvement. In this research, supplier performance was measured in terms of efficiency and performance. Out of 8 suppliers of Usahawan.com Sdn Bhd was analyzed, DEA identified 2 efficient suppliers. The rest 6 suppliers’ slack factors that contribute to inefficiency were point out. Some variable have rooms to be improving in order to achieve great performance. The most efficient supplier is used as reference set to which are not efficient. Criteria that was used for supplier performance measurement in this study used for DEA application (distance, late deliveries, supply variety, quality) is consistent with academic research results on most important supplier evaluation criteria (Dickson, 2000) and most often used criteria for supplier evaluation in academic research (Weber, 2004). 2015-12 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/15948/1/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Table%20of%20content-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/15948/2/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Abstract-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/15948/3/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Chapter%201-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf Siti Sarah, Yahya (2015) Evaluating supplier performance using data envelopment analysis (DEA). Faculty of Industrial Technology Management, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:98280&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English English
topic	HD Industries. Land use. Labor
spellingShingle	HD Industries. Land use. Labor Siti Sarah, Yahya Evaluating supplier performance using data envelopment analysis (DEA)
description	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 is inherently a multi-criterion decision problem, and DEA has been applied to evaluate suppliers. This paper proposes and demonstrates the application of DEA in evaluating the overall performances of suppliers in a firm. A research is then presented to demonstrate supplier performance evaluation using DEA for supplier selection and consideration of performance improvement. In this research, supplier performance was measured in terms of efficiency and performance. Out of 8 suppliers of Usahawan.com Sdn Bhd was analyzed, DEA identified 2 efficient suppliers. The rest 6 suppliers’ slack factors that contribute to inefficiency were point out. Some variable have rooms to be improving in order to achieve great performance. The most efficient supplier is used as reference set to which are not efficient. Criteria that was used for supplier performance measurement in this study used for DEA application (distance, late deliveries, supply variety, quality) is consistent with academic research results on most important supplier evaluation criteria (Dickson, 2000) and most often used criteria for supplier evaluation in academic research (Weber, 2004).
format	Undergraduates Project Papers
author	Siti Sarah, Yahya
author_facet	Siti Sarah, Yahya
author_sort	Siti Sarah, Yahya
title	Evaluating supplier performance using data envelopment analysis (DEA)
title_short	Evaluating supplier performance using data envelopment analysis (DEA)
title_full	Evaluating supplier performance using data envelopment analysis (DEA)
title_fullStr	Evaluating supplier performance using data envelopment analysis (DEA)
title_full_unstemmed	Evaluating supplier performance using data envelopment analysis (DEA)
title_sort	evaluating supplier performance using data envelopment analysis (dea)
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/15948/ http://umpir.ump.edu.my/id/eprint/15948/ http://umpir.ump.edu.my/id/eprint/15948/1/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Table%20of%20content-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf http://umpir.ump.edu.my/id/eprint/15948/2/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Abstract-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf http://umpir.ump.edu.my/id/eprint/15948/3/Evaluating%20supplier%20performance%20using%20data%20envelopment%20analysis%20%28DEA%29-Chapter%201-FIM-Siti%20Sarah%20Yahya-CD%2010374.pdf
first_indexed	2023-09-18T22:21:12Z
last_indexed	2023-09-18T22:21:12Z
_version_	1777415667889209344

Evaluating supplier performance using data envelopment analysis (DEA)

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