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Efficiency Evaluation of Web Information Resource Allocation Based on Three-Stage DEA Model

机译:基于三阶段DEA模型的Web信息资源分配效率评估

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摘要

The paper makes an empirical analysis on web information resource allocation efficiency of 31 provinces in China in 2009 by three-stage DEA model. The paper finds that technical efficiency (TE), pure technical efficiency (PTE) and scale efficiency (SE) are 0.874, 0.924, and 0.945 respectively in the first stage by BCC model. Through analyzing the influential factors on TE in the second stage by SFA approach, management factors play a dominant in websites, web pages, and the average web page bytes. After eliminating the influence of environment variables and the statistical error, the TE and SE decline while PTE increases by BCC model in the third stage. Through a comparison analysis between TE in the first stage and the three-stage by Friedman test, the paper confirms that it is necessary to adjust the input variables; TE measured by the three-stage DEA model is closer to reality than BCC model.
机译:本文采用三阶段DEA模型对2009年我国31个省市的网络信息资源配置效率进行了实证分析。通过BCC模型,发现第一阶段的技术效率(TE),纯技术效率(PTE)和规模效率(SE)分别为0.874、0.924和0.945。通过SFA方法分析第二阶段TE的影响因素,管理因素在网站,网页和平均网页字节中起主导作用。在消除环境变量和统计误差的影响后,在第三阶段,通过BCC模型,TE和SE下降,而PTE上升。通过Friedman检验对第一阶段和第三阶段TE的比较分析,本文确定有必要调整输入变量。三阶段DEA模型测得的TE比BCC模型更接近实际。

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