基于数据包络分析的吉兰红新月会单位效率及排名

Karim Kia Kojouri, Akbar Moradi Majd, Abbas Sonaz
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摘要

效率是衡量组织绩效的基本标准之一,通常是指实现预期目标的程度或质量。本研究旨在基于数据包络分析模型,对吉兰省红新月会人口分支机构的效率进行调查,并对其进行排名。方法:本研究在目的上采用文献法,在实施上采用文献法。为了进行研究,使用2018年GAMS软件(第24版)对吉兰省16个红新月会分会进行了分析。本研究采用投入导向的Banker、Charnes和Cooper模型作为数据包络分析的基本模型之一,对吉兰省16家红新月会分会的相对效率进行了测度。随后,采用Anderson-Peterson超效率模型对效率单元进行排序。结果:根据调查结果,Astara、Rasht、Bandar Anzali、Tallish、Lahijan和some me 'eh Sara 6个分支的效率得分为1分。换句话说,它们被认为是高效的分支,可以为低效分支提供解决方案和模型作为参考分支,帮助它们达到效率极限。随后,采用Anderson-Peterson超效率模型对效率单元进行排序。根据该模型,研究单位的效率得分均大于1,其中Rasht分支效率最高。结论:研究结果可为研究人员、分公司经理和员工提供更好的决策建议。要记住的重要一点是,为了提高分支的效率,有必要减少输入成本并增加基于参考分支的输出。由于本研究采用的是投入导向的方法,其目的是增加提高分支机构效率的指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficiency of Red Crescent Society Units in Gilan Province and Their Ranking using Data Envelopment Analysis
INTRODUCTION: Efficiency is one of the basic measures of organizational performance, and in general, refers to the degree or quality of the achievement of the desired goals. This study aimed to investigate the efficiency of Red Crescent population branches in Gilan province and rank them based on the data envelopment analysis model. METHODS: This research was applied in terms of purpose and documentary in terms of implementation. For the purposes of the study, 16 branches of the Red Crescent Society in Gilan province were analyzed with GAMS software (version 24) in 2018. In this research, the input-oriented Banker, Charnes, and Cooper model was used as one of the basic models of data envelopment analysis to measure the relative efficiency of 16 branches of the Red Crescent Society in Gilan province. Afterward, the Anderson-Peterson super-efficiency model was used to rank the efficient units. FINDINGS: Based on the findings, six branches, namely Astara, Rasht, Bandar Anzali, Tallish, Lahijan, and Sowme’eh Sara, had an efficiency score of one. In other words, they were recognized as efficient branches and could provide solutions and models as reference branches for inefficient branches to help them reach the efficiency limit. Afterward, the Anderson-Peterson super-efficiency model was used to rank the efficient units. According to this model, the efficiency scores of the studied units were more than one and the Rasht branch had the highest efficiency. CONCLUSION: The results provide researchers as well as branch managers and staff with suggestions that can help them make better decisions. An important point to keep in mind is that in order to increase the efficiency of a branch, it is necessary to reduce input costs and increase outputs based on reference branches. Due to the fact that this research uses an input-oriented approach, its purpose is to increase the indicators that enhance the efficiency of branches.
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