Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.]
Data Envelopment Analysis (DEA) approach is a method of assessing efficiency and defining sources and estimating input and output inefficiencies. One of the strengths in DEA is its ability to handle multiple inputs and outputs. It can also identify the best practices among the Decision Making Units...
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| Main Authors: | , , , |
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| Format: | Monograph |
| Language: | en |
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UiTM Cawangan Negeri Sembilan
2021
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| Online Access: | https://ir.uitm.edu.my/id/eprint/65247/1/65247.pdf https://ir.uitm.edu.my/id/eprint/65247/ |
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| _version_ | 1833073129659826176 |
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| author | Robana, Nurul Syaerah Mad Shih, Nur Shakierah Mohd Firdaus Leong, Natasya Abd Aziz, Nur Azlina |
| author_facet | Robana, Nurul Syaerah Mad Shih, Nur Shakierah Mohd Firdaus Leong, Natasya Abd Aziz, Nur Azlina |
| author_sort | Robana, Nurul Syaerah |
| building | Tun Abdul Razak Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Mara |
| content_source | UiTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Data Envelopment Analysis (DEA) approach is a method of assessing efficiency and defining sources and estimating input and output inefficiencies. One of the strengths in DEA is its ability to handle multiple inputs and outputs. It can also identify the best practices among the Decision Making Units (DMUs). The method has been applied extensively in many industries such as insurance, health, education, and banking. However, DEA has some drawbacks and one of them is poor discrimination power where many DMUs are reckoned as efficient units. Standard DEA cannot rank efficient units, hence cannot provide complete ranking of the DMUs. In many situations, fuIly ranking of DMUs is necessary and important to decision makers. Therefore, a method is required to further discriminate among the efficient units. Preference Ranking Organization Method for Enrichment Evaluations (PROMETHEE II) is a Multi-Attribute Decision Making method which is based on a common comparison of each different pair with respect to each of the particular criteria. This paper overcomes the ranking problem identified in DEA and achieves fully ranking of the DMUs under study by integrating DEA and PROMETHEE II. The hybrid method was applied to evaluate the efficiency and ranking of 13 Islamic banks in Malaysia from 2017 to 2019. |
| format | Monograph |
| id | my.uitm.ir-65247 |
| institution | Universiti Teknologi Mara |
| language | en |
| publishDate | 2021 |
| publisher | UiTM Cawangan Negeri Sembilan |
| record_format | eprints |
| spelling | my.uitm.ir-652472022-08-22T03:40:53Z https://ir.uitm.edu.my/id/eprint/65247/ Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] Robana, Nurul Syaerah Mad Shih, Nur Shakierah Mohd Firdaus Leong, Natasya Abd Aziz, Nur Azlina AP Periodicals PN Literature (General) Mathematical statistics. Probabilities Data processing Data Envelopment Analysis (DEA) approach is a method of assessing efficiency and defining sources and estimating input and output inefficiencies. One of the strengths in DEA is its ability to handle multiple inputs and outputs. It can also identify the best practices among the Decision Making Units (DMUs). The method has been applied extensively in many industries such as insurance, health, education, and banking. However, DEA has some drawbacks and one of them is poor discrimination power where many DMUs are reckoned as efficient units. Standard DEA cannot rank efficient units, hence cannot provide complete ranking of the DMUs. In many situations, fuIly ranking of DMUs is necessary and important to decision makers. Therefore, a method is required to further discriminate among the efficient units. Preference Ranking Organization Method for Enrichment Evaluations (PROMETHEE II) is a Multi-Attribute Decision Making method which is based on a common comparison of each different pair with respect to each of the particular criteria. This paper overcomes the ranking problem identified in DEA and achieves fully ranking of the DMUs under study by integrating DEA and PROMETHEE II. The hybrid method was applied to evaluate the efficiency and ranking of 13 Islamic banks in Malaysia from 2017 to 2019. UiTM Cawangan Negeri Sembilan 2021-11 Monograph NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/65247/1/65247.pdf Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.]. (2021) Bulletin. UiTM Cawangan Negeri Sembilan. |
| spellingShingle | AP Periodicals PN Literature (General) Mathematical statistics. Probabilities Data processing Robana, Nurul Syaerah Mad Shih, Nur Shakierah Mohd Firdaus Leong, Natasya Abd Aziz, Nur Azlina Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] |
| title | Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] |
| title_full | Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] |
| title_fullStr | Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] |
| title_full_unstemmed | Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] |
| title_short | Integrated DEA and PROMETHEE II method to measure efficiency and complete ranking of Islamic Banks in Malaysia / Nurul Syaerah Robana ... [et al.] |
| title_sort | integrated dea and promethee ii method to measure efficiency and complete ranking of islamic banks in malaysia / nurul syaerah robana ... [et al.] |
| topic | AP Periodicals PN Literature (General) Mathematical statistics. Probabilities Data processing |
| url | https://ir.uitm.edu.my/id/eprint/65247/1/65247.pdf https://ir.uitm.edu.my/id/eprint/65247/ |
| url_provider | http://ir.uitm.edu.my/ |