小世界与区域创新

L. Fleming, C. King, A. I. Juda
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引用次数: 632

摘要

小世界网络吸引了大量的理论关注,并被广泛认为可以提高创造力。然而,关于它们进化的实证研究和它们益处的证据仍然很少。我们开发并利用了一个新的专利合作数据库来研究合作网络对创新的影响。我们的分析揭示了区域性小世界结构的存在以及专利合作网络中巨型组件的出现和消失。使用统计模型,我们测试了小世界结构(由偶尔的非局部联系连接的内聚集群)提高地理区域内创新生产力的证据,但没有找到证据。我们确实发现,更短的路径长度和更大的连接组件都与创新的增加有关。本文讨论了研究结果对未来社会网络研究和理论以及区域创新政策的启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Small Worlds and Regional Innovation
Small-world networks have attracted much theoretical attention and are widely thought to enhance creativity. Yet empirical studies of their evolution and evidence of their benefits remain scarce. We develop and exploit a novel database on patent coauthorship to investigate the effects of collaboration networks on innovation. Our analysis reveals the existence of regional small-world structures and the emergence and disappearance of giant components in patent collaboration networks. Using statistical models, we test and fail to find evidence that small-world structure (cohesive clusters connected by occasional nonlocal ties) enhances innovative productivity within geographic regions. We do find that both shorter path lengths and larger connected components correlate with increased innovation. We discuss the implications of our findings for future social network research and theory as well as regional innovation policies.
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