Proceedings of the 2nd International Conference on Big Data Economy and Digital Management, BDEDM 2023, January 6-8, 2023, Changsha, China

Research Article

Research on the Evaluation of the Transformation Capability of Scientific and Technological Achievements of Chinese Universities Based on Entropy Weight Method and Cluster Analysis

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  • @INPROCEEDINGS{10.4108/eai.6-1-2023.2330348,
        author={Jing  YIN and Guanghui  ZHU and Mingle  ZHOU},
        title={Research on the Evaluation of the Transformation Capability of Scientific and Technological Achievements of Chinese Universities Based on Entropy Weight Method and Cluster Analysis},
        proceedings={Proceedings of the 2nd International Conference on Big Data Economy and Digital Management, BDEDM 2023, January 6-8, 2023, Changsha, China},
        publisher={EAI},
        proceedings_a={BDEDM},
        year={2023},
        month={6},
        keywords={universities transformation of scientific and technological achievements transformation capacity of achievements entropy weight method cluster analysis},
        doi={10.4108/eai.6-1-2023.2330348}
    }
    
  • Jing YIN
    Guanghui ZHU
    Mingle ZHOU
    Year: 2023
    Research on the Evaluation of the Transformation Capability of Scientific and Technological Achievements of Chinese Universities Based on Entropy Weight Method and Cluster Analysis
    BDEDM
    EAI
    DOI: 10.4108/eai.6-1-2023.2330348
Jing YIN1, Guanghui ZHU1, Mingle ZHOU1,*
  • 1: Qilu University of Technology (Shandong Academy of Sciences)
*Contact email: zhouml@qlu.edu.cn

Abstract

The transformation of scientific and technological achievements is crucial for the combination of science and technology and economy. Universities are important subjects in the transformation of scientific and technological achievements, which are crucial to promoting economic development and social progress. From the perspective of transformation process of scientific and technological achievements, this study constructs an evaluation index system to assess the level of science and technology achievement conversion in Chinese universities. The research data was collected from the "Compilation of Science and Technology Statistics for Higher Education Institutions in 2021" published by the Department of Science and Technology, Ministry of Education, China. The entropy weight method and cluster analysis were used to evaluate the transformation capability of scientific and technological achievements of universities in 31 provinces and cities (except for Hong Kong, Macao and Taiwan) in China. Research indicates that there are large differences in the transformation capability of scientific and technological achievements among Chinese universities in different provinces and cities. In addition, universities in some provinces and cities have uneven development levels in various stages of achievement transformation process. The theoretical and practical implications of this study are presented at the end.