Efficiency decomposition in three-stage data envelopment analysis with undesirable and returnable factors

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dc.authorscopusidFarhad Hosseinzadeh Lotfi/6507921401
dc.authorwosidFarhad Hosseinzadeh Lotfi/KBC-3307-2024
dc.contributor.authorMalmir, Mohammad
dc.contributor.authorHosseinzadeh Lotfi, Farhad
dc.contributor.authorKazemi Matin, Reza
dc.contributor.authorAhadzadeh Namin, Mahnaz
dc.date.accessioned2025-04-17T12:07:47Z
dc.date.available2025-04-17T12:07:47Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractPurpose: The purpose of this paper is to evaluate the efficiency of a series network system with undesirable and unreturnable simultaneously. Design/methodology/approach: The research was conducted by applying data envelopment analysis (DEA) approach to measure the efficiency score of a system and substages with an undesirable output of the second and third stages separately. For each case, new production technology was introduced, and based on them, novel DEA models were proposed. Findings: One of the most important issues in the development of a country is the banking industry. In this study, 51 branches of commercial banks as a three-stage system with undesirable and unreturnable outputs in the second stage are considered. Then, the efficiency of each branch and substages is measured by using proposed models. Originality/value: The efficiency of a three-stage network in the presence of undesirable and unreturnable outputs was assessed. In this model, Kousmanen’s technology was used. © 2024, Emerald Publishing Limited.
dc.identifier.citationMalmir, M., Hosseinzadeh Lotfi, F., Kazemi Matin, R., & Ahadzadeh Namin, M. (2024). Efficiency decomposition in three-stage data envelopment analysis with undesirable and returnable factors. Journal of Modelling in Management.
dc.identifier.doi10.1108/JM2-05-2022-0129
dc.identifier.endpage1403
dc.identifier.issn17465664
dc.identifier.issue5
dc.identifier.scopus2-s2.0-85193755263
dc.identifier.scopusqualityQ2
dc.identifier.startpage1369
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6243
dc.identifier.volume19
dc.indekslendigikaynakScopus
dc.institutionauthorLotfi, Farhad Hosseinzadeh
dc.institutionauthoridFarhad Hosseinzadeh Lotfi/0000-0001-5022-553X
dc.language.isoen
dc.publisherEmerald Publishing
dc.relation.ispartofJournal of Modelling in Management
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectNetwork Data Envelopment Analysis
dc.subjectThree-Stage Network
dc.subjectUndesirable Factors
dc.subjectUndesirable Outputs
dc.subjectUnreturnable Outputs
dc.titleEfficiency decomposition in three-stage data envelopment analysis with undesirable and returnable factors
dc.typeArticle

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