Ecological Evaluation of Industrial Parks Using a Comprehensive DEA and Inverted-DEA Model

Zhang Bingjiang; Guo Jinling; Wen ZhengLi ZhaoyaoWang Ning

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Ecological Evaluation of Industrial Parks Using a Comprehensive DEA and Inverted-DEA Model

机译：Ecological Evaluation of Industrial Parks Using a Comprehensive DEA and Inverted-DEA Model

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Data envelopment analysis (DEA) and inverted data envelopment analysis (inverted-DEA) are used so that the desirable and undesirable outputs of decision-making units (DMUs) exist simultaneously. We developed a new approach based on the concept of utilizing both DEA and inverted-DEA to enhance the discrimination power of DMUs with undesirable outputs. DMUs are ranked by the Z-score method and classified based on the efficiency scores of DEA and inverted-DEA. Then, the characteristics of the DMUs are analyzed based on the classification result. This paper performs an efficiency evaluation of 21 industrial parks in China in 2017 using this new approach. The overall evaluation results indicate that the proposed new approach increases the discrimination ability in this empirical study.

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《Mathematical Problems in Engineering: Theory, Methods and Applications》 |2020年第40期|9397806.1-9397806.11|共11页
作者
Zhang Bingjiang; Guo Jinling; Wen ZhengLi ZhaoyaoWang Ning;
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Beijing Informat Sci & Technol Univ, Beijing 100192, Peoples R China;

Beijing Informat Sci & Technol Univ, Beijing 100192, Peoples R China|Beijing Key Lab Green Dev Decis Making Based Big, Beijing 100192, Peoples R China|Beijing Knowledge Management Res Ctr, Beijing 100192, Peoples R China;

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Ecological Evaluation of Industrial Parks Using a Comprehensive DEA and Inverted-DEA Model

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