The Effect of Innovation Elements Agglomeration on Regional Innovation Output——Based on Chinese Provinces and Cities's ESDA-GWR Analysis
使用探索性空间数据分析和地理加权回归方法，研究中国省市创新要素集聚对区域创新产出的影响，发现创新要素存在空间自相关和集聚现象，且影响存在空间差异。
With the help of exploratory spatial data analysis methods,the paper analyses the phenomenon of innovation elements agglomeration in China,and then try to use the empirical analysis method of geographic weighted regression to study the effect of innovation elements agglomeration on regional innovation output.Through the global analysis of Moran' I index,we find that the proportion of the RD personnel in total employment,RD expenditures,the number of university,the quantity of technical market transactions contract,per million population in college students have positive correlation and through the Moran scatter plots and local indicators LISA cluster table,we find the innovation elements have different degrees of spatial autocorrelation related and agglomeration phenomena.The GRW model results show that there are spatial differences in the impact of innovative elements on regional innovation output.