基于dea的信息通信技术发展效率水平的改进CCR方法测度

Defri Muhammad Chan, H. Mawengkang, Sawaluddin Nasution
{"title":"基于dea的信息通信技术发展效率水平的改进CCR方法测度","authors":"Defri Muhammad Chan, H. Mawengkang, Sawaluddin Nasution","doi":"10.30812/varian.v6i1.2197","DOIUrl":null,"url":null,"abstract":"Data Envelopment Analysis (DEA) is the use of non-parametric mathematical programming that is useful for measuring the efficiency of the Decision Making Unit (DMU) of an organization. This study uses the Cooper and Rhodes (CCR) method known as the DEA-CCR multiplier which aims to determine the weight value of each input and output variable of the DMU being evaluated, but it is not sufficient to measure efficiency optimization. To get an efficient value of the weight value of each DMU as a reference to get updated DMU input and output values. So that the DMU efficiency value is obtained which is evaluated. The results of this study show how to modify the Multiplier Model-CCR into the Envelopment Model-CCR. Then displays the efficient level DMU which is evaluated as a result of the weight each DMU gets from the results of processing the LINDO application. Illustrations of changes in input variables and output variables are displayed in the form of tables and figures before and after the changes. The modified DEA-CCR model can also complete DMU super efficiency, effectiveness and productivity. \n ","PeriodicalId":188119,"journal":{"name":"Jurnal Varian","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Measurement of DEA-Based ICT Development Efficiency Level with Modified CCR Method\",\"authors\":\"Defri Muhammad Chan, H. Mawengkang, Sawaluddin Nasution\",\"doi\":\"10.30812/varian.v6i1.2197\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Data Envelopment Analysis (DEA) is the use of non-parametric mathematical programming that is useful for measuring the efficiency of the Decision Making Unit (DMU) of an organization. This study uses the Cooper and Rhodes (CCR) method known as the DEA-CCR multiplier which aims to determine the weight value of each input and output variable of the DMU being evaluated, but it is not sufficient to measure efficiency optimization. To get an efficient value of the weight value of each DMU as a reference to get updated DMU input and output values. So that the DMU efficiency value is obtained which is evaluated. The results of this study show how to modify the Multiplier Model-CCR into the Envelopment Model-CCR. Then displays the efficient level DMU which is evaluated as a result of the weight each DMU gets from the results of processing the LINDO application. Illustrations of changes in input variables and output variables are displayed in the form of tables and figures before and after the changes. The modified DEA-CCR model can also complete DMU super efficiency, effectiveness and productivity. \\n \",\"PeriodicalId\":188119,\"journal\":{\"name\":\"Jurnal Varian\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Jurnal Varian\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.30812/varian.v6i1.2197\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jurnal Varian","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30812/varian.v6i1.2197","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

数据包络分析(DEA)是对非参数数学规划的使用,用于衡量组织决策单元(DMU)的效率。本研究采用Cooper and Rhodes (CCR)方法,即DEA-CCR乘数,该方法旨在确定待评估DMU的每个输入和输出变量的权重值,但不足以衡量效率优化。获取每个DMU的权值的有效值作为参考,以获取更新后的DMU输入输出值。得到了DMU效率值,并对其进行了评价。本文的研究结果显示了如何将乘数模型修正为包络模型。然后显示DMU的效率级别,这是每个DMU从处理LINDO应用程序的结果中获得的权重的结果。输入变量和输出变量的变化以表格和图形的形式显示在变化前后。改进后的DEA-CCR模型也能实现DMU超高的效率、有效性和生产率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Measurement of DEA-Based ICT Development Efficiency Level with Modified CCR Method
Data Envelopment Analysis (DEA) is the use of non-parametric mathematical programming that is useful for measuring the efficiency of the Decision Making Unit (DMU) of an organization. This study uses the Cooper and Rhodes (CCR) method known as the DEA-CCR multiplier which aims to determine the weight value of each input and output variable of the DMU being evaluated, but it is not sufficient to measure efficiency optimization. To get an efficient value of the weight value of each DMU as a reference to get updated DMU input and output values. So that the DMU efficiency value is obtained which is evaluated. The results of this study show how to modify the Multiplier Model-CCR into the Envelopment Model-CCR. Then displays the efficient level DMU which is evaluated as a result of the weight each DMU gets from the results of processing the LINDO application. Illustrations of changes in input variables and output variables are displayed in the form of tables and figures before and after the changes. The modified DEA-CCR model can also complete DMU super efficiency, effectiveness and productivity.  
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Application of Principal Component Regression in Analyzing Factors Affecting Human Development Index Impact of SST Anomalies on Coral Reefs Damage Based on Copula Analysis The NADI Mathematical Model on the Danger Level of the Bili-Bili Dam Regression Model of Land Area and Amount of Production to the Selling Price of Corn K-Means – Resilient Backpropagation Neural Network in Predicting Poverty Levels
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1