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Comprehensive evaluation of performance of 21 Chinese industrial parks based on DEA and IDEA model

机译:基于DEA和IDEA模型的21个中国工业园区绩效综合评价。

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摘要

In this paper, based on the DEA model and the inverted DEA model, a new comprehensive evaluation indicator is constructed to evaluate the performance of 21 Chinese industrial parks. The standard DEA model is usually used to evaluate the efficiency of decision making units with desirable variables, while the data information of some decision making units also contains undesirable variables. In order to make more full use of the initial data for evaluation, it is considered to introduce an inverted DEA model for evaluating undesirable variables. The indicators of the two models are then combined for comprehensive evaluation. Using the comprehensive evaluation indicator constructed in the paper, 21 Chinese industrial parks were evaluated. The results show that the performance indicator takes into account the psychological characteristics of human beings, which is more realistic, and also improves the distinguishing ability of standard DEA evaluation.
机译:本文在DEA模型和​​倒置DEA模型的基础上,构建了一个新的综合评价指标来评价21个中国工业园区的绩效。标准DEA模型通常用于评估具有理想变量的决策单元的效率,而某些决策单元的数据信息也包含非期望变量。为了更充分地利用初始数据进行评估,考虑引入倒置DEA模型来评估不良变量。然后将这两个模型的指标进行综合评估。利用本文构建的综合评价指标,对21个中国工业园区进行了评价。结果表明,该绩效指标考虑了人类的心理特征,更加现实,提高了标准DEA评价的判别能力。

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