三阶段数据包络分析中的效率分解与不可取因素和可返回因素

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-05-21 DOI:10.1108/jm2-05-2022-0129

Mohammad Malmir, Farhad Hosseinzadeh Lotfi, Reza Kazemi Matin, Mahnaz Ahadzadeh Namin

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引用次数: 0

摘要

本文的目的是评估同时存在不良和不可逆产出的系列网络系统的效率。研究采用数据包络分析法（DEA），分别测算第二和第三阶段存在不良产出的系统和子系统的效率得分。研究结果银行业是一个国家发展中最重要的问题之一。本研究将 51 家商业银行的分行视为一个三阶段系统，其中第二阶段的产出是不可取和不可回报的。原创性/价值评估了存在不良和不可回收产出的三级网络的效率。该模型采用了库斯马宁技术。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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

Purpose 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.

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.