Determining the Contribution of DEA Efficiency Using Shapely Value

Performance measurement is one of the ways to evaluate the success of an organization. Many organizations have designed their own measurement system to reflect the needs of their current business. However, the organizations only consider the efficiency from a result regardless of the impact on that...

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Main Authors:	Muhamad Arifpin, Mansor, Nik Afieza, Che Azhar, Ahmad Rasdan, Ismail
Format:	Conference or Workshop Item
Language:	English
Published:	2014
Subjects:	T Technology (General) HD28 Management. Industrial Management
Online Access:	http://umpir.ump.edu.my/id/eprint/8580/ http://umpir.ump.edu.my/id/eprint/8580/ http://umpir.ump.edu.my/id/eprint/8580/1/Determining_the_Contribution_of_DEA_Efficiency_Using_Shapely_Value.pdf

id	ump-8580
recordtype	eprints
spelling	ump-85802018-10-17T02:57:21Z http://umpir.ump.edu.my/id/eprint/8580/ Determining the Contribution of DEA Efficiency Using Shapely Value Muhamad Arifpin, Mansor Nik Afieza, Che Azhar Ahmad Rasdan, Ismail T Technology (General) HD28 Management. Industrial Management Performance measurement is one of the ways to evaluate the success of an organization. Many organizations have designed their own measurement system to reflect the needs of their current business. However, the organizations only consider the efficiency from a result regardless of the impact on that efficiency from other results. Knowing the contribution of particular efficiency to the entire process leads to ease of managing activities. In this research, we combined two techniques: Data Envelopment Analysis (DEA) and Shapley Value. We use DEA to determine the efficiency of the activities and Shapley Value to determine how important that efficiency to entire process. This new method can be used to determine whether the efficiency of the process is balanced or not. Imbalance in efficiency will create some problems, for example imbalance allocation. 2014 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/8580/1/Determining_the_Contribution_of_DEA_Efficiency_Using_Shapely_Value.pdf Muhamad Arifpin, Mansor and Nik Afieza, Che Azhar and Ahmad Rasdan, Ismail (2014) Determining the Contribution of DEA Efficiency Using Shapely Value. In: Malaysian Technical Universities Conference on Engineering & Technology (MUCET 2014), 10-11 November 2014 , Mahkota Hotel Bandar Hilir Melaka. pp. 1-4.. (Unpublished) http://ocs.utem.edu.my/index.php/mucet2014/MUCET2014/paper/viewFile/135/73
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	T Technology (General) HD28 Management. Industrial Management
spellingShingle	T Technology (General) HD28 Management. Industrial Management Muhamad Arifpin, Mansor Nik Afieza, Che Azhar Ahmad Rasdan, Ismail Determining the Contribution of DEA Efficiency Using Shapely Value
description	Performance measurement is one of the ways to evaluate the success of an organization. Many organizations have designed their own measurement system to reflect the needs of their current business. However, the organizations only consider the efficiency from a result regardless of the impact on that efficiency from other results. Knowing the contribution of particular efficiency to the entire process leads to ease of managing activities. In this research, we combined two techniques: Data Envelopment Analysis (DEA) and Shapley Value. We use DEA to determine the efficiency of the activities and Shapley Value to determine how important that efficiency to entire process. This new method can be used to determine whether the efficiency of the process is balanced or not. Imbalance in efficiency will create some problems, for example imbalance allocation.
format	Conference or Workshop Item
author	Muhamad Arifpin, Mansor Nik Afieza, Che Azhar Ahmad Rasdan, Ismail
author_facet	Muhamad Arifpin, Mansor Nik Afieza, Che Azhar Ahmad Rasdan, Ismail
author_sort	Muhamad Arifpin, Mansor
title	Determining the Contribution of DEA Efficiency Using Shapely Value
title_short	Determining the Contribution of DEA Efficiency Using Shapely Value
title_full	Determining the Contribution of DEA Efficiency Using Shapely Value
title_fullStr	Determining the Contribution of DEA Efficiency Using Shapely Value
title_full_unstemmed	Determining the Contribution of DEA Efficiency Using Shapely Value
title_sort	determining the contribution of dea efficiency using shapely value
publishDate	2014
url	http://umpir.ump.edu.my/id/eprint/8580/ http://umpir.ump.edu.my/id/eprint/8580/ http://umpir.ump.edu.my/id/eprint/8580/1/Determining_the_Contribution_of_DEA_Efficiency_Using_Shapely_Value.pdf
first_indexed	2023-09-18T22:06:18Z
last_indexed	2023-09-18T22:06:18Z
_version_	1777414731348312064

Determining the Contribution of DEA Efficiency Using Shapely Value

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