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Four types of dependence relationship in two consecutive stage data envelopment analysis model

Data Envelopment Analysis (DEA) model usually does not consider the interaction between the decision making units (DMU). The interaction can be represented in the form of two consecutive stages in which the outputs from the precedent stage will be the inputs for the latter stage. The two consecutive...

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التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Abu, Noratikah, Adli Aminuddin, Adam Shariff, Mat Kasim, Maznah, Mohd Nawawi, Mohd Kamal
التنسيق: Conference or Workshop Item
اللغة:English
English
منشور في: AIP Publishing 2019
الموضوعات:
QA Mathematics
الوصول للمادة أونلاين:http://umpir.ump.edu.my/id/eprint/35135/1/2019%20AIP%20Fourtypesofdependencerelationshipintwoconsecutivestagedataenvelopmentanalysismodel..pdf
http://umpir.ump.edu.my/id/eprint/35135/7/Four%20types%20of%20dependence%20relationship%20in%20two%20consecutive%20stage%20data%20.pdf
http://umpir.ump.edu.my/id/eprint/35135/
https://doi.org/10.1063/1.5121032
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spelling my.ump.umpir.351352022-10-07T04:04:32Z http://umpir.ump.edu.my/id/eprint/35135/ Four types of dependence relationship in two consecutive stage data envelopment analysis model Abu, Noratikah Adli Aminuddin, Adam Shariff Mat Kasim, Maznah Mohd Nawawi, Mohd Kamal QA Mathematics Data Envelopment Analysis (DEA) model usually does not consider the interaction between the decision making units (DMU). The interaction can be represented in the form of two consecutive stages in which the outputs from the precedent stage will be the inputs for the latter stage. The two consecutive stage DEA model can be represented as Non-separable DEA (NSDEA) which integrates both desirable and undesirable output. The undesirable output unlike desirable output, indicates a higher efficiency if the output is lower or not productive. The different orientation between desirable and undesirable output may affect the efficiency score especially if it was formed in two consecutive stages. Thus, this research attempts to address four different types of dependence relationship which can occur in the formation of two consecutive stage DEA models and to investigate the impact towards the overall efficiency of the DMUs. The finding shows that the determination of positive or negative correlation between the two stages which combines both desirable and undesirable output, are more likely to be influenced by the orientation of the first precedent stage. AIP Publishing 2019-08-21 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/35135/1/2019%20AIP%20Fourtypesofdependencerelationshipintwoconsecutivestagedataenvelopmentanalysismodel..pdf pdf en http://umpir.ump.edu.my/id/eprint/35135/7/Four%20types%20of%20dependence%20relationship%20in%20two%20consecutive%20stage%20data%20.pdf Abu, Noratikah and Adli Aminuddin, Adam Shariff and Mat Kasim, Maznah and Mohd Nawawi, Mohd Kamal (2019) Four types of dependence relationship in two consecutive stage data envelopment analysis model. In: AIP Conference Proceedings; 4th Innovation and Analytics Conference and Exhibition, IACE 2019, 25 - 28 March 2019 , Kedah. 020001-1., 2138 (1). ISSN 0094-243X ISBN 978-073541881-3 https://doi.org/10.1063/1.5121032
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic QA Mathematics
spellingShingle QA Mathematics
Abu, Noratikah
Adli Aminuddin, Adam Shariff
Mat Kasim, Maznah
Mohd Nawawi, Mohd Kamal
Four types of dependence relationship in two consecutive stage data envelopment analysis model
description Data Envelopment Analysis (DEA) model usually does not consider the interaction between the decision making units (DMU). The interaction can be represented in the form of two consecutive stages in which the outputs from the precedent stage will be the inputs for the latter stage. The two consecutive stage DEA model can be represented as Non-separable DEA (NSDEA) which integrates both desirable and undesirable output. The undesirable output unlike desirable output, indicates a higher efficiency if the output is lower or not productive. The different orientation between desirable and undesirable output may affect the efficiency score especially if it was formed in two consecutive stages. Thus, this research attempts to address four different types of dependence relationship which can occur in the formation of two consecutive stage DEA models and to investigate the impact towards the overall efficiency of the DMUs. The finding shows that the determination of positive or negative correlation between the two stages which combines both desirable and undesirable output, are more likely to be influenced by the orientation of the first precedent stage.
format Conference or Workshop Item
author Abu, Noratikah
Adli Aminuddin, Adam Shariff
Mat Kasim, Maznah
Mohd Nawawi, Mohd Kamal
author_facet Abu, Noratikah
Adli Aminuddin, Adam Shariff
Mat Kasim, Maznah
Mohd Nawawi, Mohd Kamal
author_sort Abu, Noratikah
title Four types of dependence relationship in two consecutive stage data envelopment analysis model
title_short Four types of dependence relationship in two consecutive stage data envelopment analysis model
title_full Four types of dependence relationship in two consecutive stage data envelopment analysis model
title_fullStr Four types of dependence relationship in two consecutive stage data envelopment analysis model
title_full_unstemmed Four types of dependence relationship in two consecutive stage data envelopment analysis model
title_sort four types of dependence relationship in two consecutive stage data envelopment analysis model
publisher AIP Publishing
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/35135/1/2019%20AIP%20Fourtypesofdependencerelationshipintwoconsecutivestagedataenvelopmentanalysismodel..pdf
http://umpir.ump.edu.my/id/eprint/35135/7/Four%20types%20of%20dependence%20relationship%20in%20two%20consecutive%20stage%20data%20.pdf
http://umpir.ump.edu.my/id/eprint/35135/
https://doi.org/10.1063/1.5121032
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score 13.250246

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