CAJ | 학술논문

运用因子分析的降维整合功能对高职教育的投入和产出指标分别进行降维处理以消除这些指标之间的强线性关系，得到新的投入产出指标体系。在该指标体系基础上进行数据包络分析( DEA)计算，结果显示，因子分析处理前后的DEA效率值和效率排行都出现了明显区别，该方法为高职院校效率评价的指标体系构建提供了重要借鉴。
운용인자분석적강유정합공능대고직교육적투입화산출지표분별진행강유처리이소제저사지표지간적강선성관계，득도신적투입산출지표체계。재해지표체계기출상진행수거포락분석( DEA)계산，결과현시，인자분석처리전후적DEA효솔치화효솔배행도출현료명현구별，해방법위고직원교효솔평개적지표체계구건제공료중요차감。
To get a new input-output index system, dimension reduction purpes, dimension reduction function of integration of factor analysis is used to reduce the dimension of input and output index to eliminate the strong linear relationship between the indicators of the dimensionality reduction. Data envelopment analysis based on the index system ( DEA) is calculated. The results show, DEA efficiency value and efficiency ranking before and after being treated by the factor analysis appear obvious different. The method provides important references for constructing index system of efficiency evaluation in vocational colleges.