泛珠三角洲区域高校科技创新能力评价——基于E-TOPSIS改进因子分析法的实证研究  

Evaluation of Science and Technology Innovation Ability of Universities in Pan-Pearl River Delta: An Empirical Study Based on E-TOPSIS Improved Factor Analysis

作　　者：熊国经[1] 熊玲玲[1] 陈小山[1] Xiong Guojing;Xiong Lingling;Chen Xiaoshan(School of Economics and Management,Nanchang University,Nanchang 330031,China)

机构地区：[1]南昌大学经济管理学院,江西南昌330031

出　　处：《科技管理研究》2018年第22期86-91,共6页Science and Technology Management Research

基　　金：国家社会科学基金项目"非参数估计的影响因素优化匹配方法与应用研究"(14BTJ016)

摘　　要：针对常用的主成分分析法和因子分析法存在的缺陷,研究提出基于E-TOPSIS改进的因子分析法。以泛珠三角洲区域高校科技创新能力为研究对象,利用熵值法的差异系数修正因子分析的方差贡献率及因子得分系数确定指标权重,并通过TOPSIS法对样本进行评价。根据实证分析,对泛珠三角洲各省2010—2014年的科技创新能力的发展水平的横向和纵向进行比较,并提出相关建议。In view of the defects of the commonly used principal component analysis and factor analysis methods,an improved factor analysis method based on E -TOPSIS is proposed.Taking the innovation capacity of science and technology in universities in the Pan -Pearl River Delta region as the research object,the variance contribution rate based on the analysis of diversity factor and correction factor of entropy method and the factor score coefficient are used to determine different indicators'weights.Also,the TOPSIS method is used to evaluate those samples.According to the empirical analysis,the horizontal and vertical developments of science and technology innovation capability in all provinces of Pan Pearl River Delta from 2010to 2014are compared and the relevant suggestions are put forward.

关 键 词：泛珠三角洲 科技创新能力 因子分析法 熵值法 TOPSIS法 

分 类 号：G644[文化科学—高等教育学]