中文摘要：

本文采用2001—2014年中国省级面板数据，利用空间计量模型实证分析了产业聚集对多主体之间协同创新效率的影响。研究结论表明，协同创新效率在地理分布上呈现出明显的空间异质性，东部地区较高，中西部地区较低。产业聚集显著促进地区协同创新效率的提高，而且协同创新效率存在显著的空间溢出效应，即邻近地区协同创新效率的提高可以显著地提高本地区的协同创新效率。提高研发强度对地区协同创新效率的提升具有显著的促进作用。

英文摘要：

By using Chinese provincial panel data dur/ng 2001 -2014 and the spatial regression models, this paper studies the impact of the industrial agglomeration on multi-agent collaborative innovation efficiency. The conclusion shows that there is significant spatial heterogeneity between collaborative innovation efficiency in geographic distribution, the eastern regions have high values and the central and western regions have low values. Industry agglomeration has a significant positive influence on regional collaborative innovation efficiency. There is obvious spatial spillover effect between neighborhood regions about collaborative innovation efficiency. The high level of R＆D intensity can improve the collaborative innovation efficiency in a region.