Analysis of key factors in the efficiency of entrepreneurship incubation in national university science and technology parks based on cross-efficiency model
Based on the cross-efficiency model in data envelopment analysis(DEA),this paper first analyzes the key factors affecting the efficiency of national university science and technology parks,and uses the model to measure the entrepreneurial incubation efficiency of national university science and technology parks in different regions of China,and explores the paths to improve the entrepreneurial incubation efficiency of national university science and technology parks in different regions of China.Plus,a stepwise regression model was established to study the impact of input indicators on compre-hensive output indicators.The research results show that there is a significant regional imbalance in the efficiency of entrepreneurship incubation in China's national university science and technology parks.The efficiency of entrepreneurship incubation in the eastern region is generally higher than that in the central and western regions which has a large room for improvement.For most national university science and technology parks,strengthening resource management capabilities,avoiding redundancy and waste of input resources as much as possible,and enhancing output capacity are the keys to improving the efficiency of entrepreneurship incubation in national university science and technology parks in various regions.The regression coefficients of the total number of employees and the total amount of incubation funds are 22.624 4 and 2.364 7 respectively,which have a significant positive impact on comprehensive output.The research results contribute to promoting the efficiency of entre-preneurship incubation in university science and technology parks.
national university science and technology parksefficiency of entrepreneurship incuba-tiondata envelopment analysismultiple linear regression
万方数据
维普
