区域装备制造业产学研创新网络的实证研究——基于网络结构和网络聚类的视角

Empirical research on innovation networks of industry-university-research institute of regional equipment manufacturing industry——the view of network structure and network cluster

创新网络是由于合作创新主体间关系框架演化成网络形态而形成的一种新的合作创新组织模式,能够反映创新主体间的知识、信息扩散与转移程度以及合作创新绩效。首先确定网络结构对网络结点、网络聚类对整体网络的创新网络研究框架,在归纳和总结以往学者对网络结构研究基础上,确立了影响网络成员创新产出的网络结构变量。接着描述实证分析思路和数据获得途径,运用回归分析和网络聚类分析方法找出网络成员创新产出差异的深层次原因与创新网络的整体特征,发现中间中心性对网络成员创新促进作用的异常结论,最后给出实证结论并加以探讨。

Firstly,this paper built the framework of innovative network research that network structure to network node and network cluster to overall network,identified the variables of network structure that have some effect on innovative output of network members based on other scholars＇ research.Then,we described the thinking of empirical analysis and the way of gaining data,used regression analysis and network cluster to find out the deep cause of difference in innovative output and the overall features of innovative network,got the exceptional result that betweenness has a negative effect on innovative output.At last,the empirical result was given and was discussed.