Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA

One of the most known subjects in management literature is performance assessment. In this paper, we have tried to provide a hybrid model in order to evaluate the performance of Iranian gas Transmission Company's operational zones. After an initial screening, due to the low number of Decision m...

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Main Authors: Hossein Safari, Aliyeh Kazemi, Ahmad Mehrpoor Layeghi
Format: Article
Language:fas
Published: Allameh Tabataba'i University Press 2018-07-01
Series:Muṭāli̒āt-i Mudīriyyat-i Ṣan̒atī
Subjects:
Online Access:http://jims.atu.ac.ir/article_8788_f5be98d32c98f74270cded6fcccdc38e.pdf
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spelling doaj-7b477633d5ca4d34be1a95fb4ed89e6c2020-11-24T20:40:42ZfasAllameh Tabataba'i University PressMuṭāli̒āt-i Mudīriyyat-i Ṣan̒atī2251-80292018-07-01164913917110.22054/JIMS.2018.8788Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARAHossein SafariAliyeh Kazemi Ahmad Mehrpoor LayeghiOne of the most known subjects in management literature is performance assessment. In this paper, we have tried to provide a hybrid model in order to evaluate the performance of Iranian gas Transmission Company's operational zones. After an initial screening, due to the low number of Decision making units, different combination of two input and one output are defined. 6 inputs and 4 output criteria have been chosen in initial screening. Based on the experts' judgments, weights or importance of different combinations of input and output extracted using SWARA technique. Then, based on the 22 different combinations, we calculated operational zones efficiency using DEA in the form of CCR and BCC models. In fact for each combination of two input and one output, efficiency for each operational zone has been calculated. Finally, there has been a decision matrix which its’ criteria were equal to different combinations of input and output criteria and their weights gained by SWARA and scores within the matrix were equal to taken efficiency from DEA. In order to calculate final efficiency and prioritizing each operational zone WASPAS technique is used. We use Cohen's kappa coefficient in order to prioritizing validation. The results show that zones 10, 7 and 6 with the highest efficiencies can be appropriate pattern for other zones in resource saving http://jims.atu.ac.ir/article_8788_f5be98d32c98f74270cded6fcccdc38e.pdfPerformance Assessment; Data Envelopment Analysis; Multi attribute Decision Making; Iranian Gas Transmission Company’s Operational Zones
collection DOAJ
language fas
format Article
sources DOAJ
author Hossein Safari
Aliyeh Kazemi
Ahmad Mehrpoor Layeghi
spellingShingle Hossein Safari
Aliyeh Kazemi
Ahmad Mehrpoor Layeghi
Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA
Muṭāli̒āt-i Mudīriyyat-i Ṣan̒atī
Performance Assessment; Data Envelopment Analysis; Multi attribute Decision Making; Iranian Gas Transmission Company’s Operational Zones
author_facet Hossein Safari
Aliyeh Kazemi
Ahmad Mehrpoor Layeghi
author_sort Hossein Safari
title Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA
title_short Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA
title_full Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA
title_fullStr Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA
title_full_unstemmed Performance Assessment of Iranian Gas Transmission Company’s Operational Zones through a Hybrid Method of DEA – WASPAS – SWARA
title_sort performance assessment of iranian gas transmission company’s operational zones through a hybrid method of dea – waspas – swara
publisher Allameh Tabataba'i University Press
series Muṭāli̒āt-i Mudīriyyat-i Ṣan̒atī
issn 2251-8029
publishDate 2018-07-01
description One of the most known subjects in management literature is performance assessment. In this paper, we have tried to provide a hybrid model in order to evaluate the performance of Iranian gas Transmission Company's operational zones. After an initial screening, due to the low number of Decision making units, different combination of two input and one output are defined. 6 inputs and 4 output criteria have been chosen in initial screening. Based on the experts' judgments, weights or importance of different combinations of input and output extracted using SWARA technique. Then, based on the 22 different combinations, we calculated operational zones efficiency using DEA in the form of CCR and BCC models. In fact for each combination of two input and one output, efficiency for each operational zone has been calculated. Finally, there has been a decision matrix which its’ criteria were equal to different combinations of input and output criteria and their weights gained by SWARA and scores within the matrix were equal to taken efficiency from DEA. In order to calculate final efficiency and prioritizing each operational zone WASPAS technique is used. We use Cohen's kappa coefficient in order to prioritizing validation. The results show that zones 10, 7 and 6 with the highest efficiencies can be appropriate pattern for other zones in resource saving
topic Performance Assessment; Data Envelopment Analysis; Multi attribute Decision Making; Iranian Gas Transmission Company’s Operational Zones
url http://jims.atu.ac.ir/article_8788_f5be98d32c98f74270cded6fcccdc38e.pdf
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