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...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2014
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| Online Access: | http://umpir.ump.edu.my/id/eprint/8580/1/Determining_the_Contribution_of_DEA_Efficiency_Using_Shapely_Value.pdf |
| _version_ | 1825822131434291200 |
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| 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 |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T11:52:00Z |
| format | Conference or Workshop Item |
| id | UMPir8580 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:52:00Z |
| publishDate | 2014 |
| record_format | dspace |
| spelling | UMPir85802022-10-25T01:01:07Z 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.. (Published) http://ocs.utem.edu.my/index.php/mucet2014/MUCET2014/paper/viewFile/135/73 |
| 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 |
| title | 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_short | Determining the Contribution of DEA Efficiency Using Shapely Value |
| title_sort | determining the contribution of dea efficiency using shapely value |
| topic | T Technology (General) HD28 Management. Industrial Management |
| url | http://umpir.ump.edu.my/id/eprint/8580/1/Determining_the_Contribution_of_DEA_Efficiency_Using_Shapely_Value.pdf |
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