Networks of international knowledge flows

Jorge Britto, L. Ribeiro, E. Albuquerque
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Abstract

Innovation systems, being dynamic structures tend to become progressively more globalized, reflecting the presence of a greater intensity of cross-border flows. This process is related to the emergence of a Global Innovation System (GIS). Our research investigates this structural transformation by focusing on international knowledge flows (IKFs). To integrate this investigation with the previous literature on national innovation systems (NISs), we examine international knowledge flows connecting institutions (firms, universities, research institutes, hospitals) from different NISs. Among possible IKFs types, we focus on those created by patent citations - of other patents or scientific articles - and scientific co-authorships. We represent the institutions and the IKFs they create as networks where the nodes are the institutions and the links connecting these nodes are the IKFs. We organize the network in three layers according to the type of IKF that connects the institutions: scientific collaboration, patent citation or article citation in patents. We have divided this paper into six sections. The first presents our theoretical background. The second discusses the characteristics and properties of complex networks and complex systems. The third discusses some characteristics of multilayer networks, a concept used as an analytical tool to develop the empirical analysis. The fourth deals with data and methodology. The fifth analyses the structure of the three network layers, their entanglement and multiplex properties, as well as the institutions connecting them. The sixth and conclusive section discusses how those findings improve the understanding of an emerging GIS.
国际知识流动网络
创新体系作为一种动态结构,往往会逐渐变得更加全球化,这反映出跨境流动的强度越来越大。这一过程与全球创新体系(GIS)的出现有关。我们的研究通过关注国际知识流动(IKFs)来研究这种结构性转变。为了将这一研究与以往有关国家创新体系(NISs)的文献结合起来,我们研究了连接不同国家创新体系的机构(企业、大学、研究机构、医院)的国际知识流动。在可能的 IKFs 类型中,我们重点关注专利引用(其他专利或科学文章的引用)和科学合著所产生的 IKFs。我们将机构及其创建的 IKFs 表示为网络,其中节点为机构,连接这些节点的链接为 IKFs。我们根据连接机构的 IKF 类型将网络分为三层:科学合作、专利引用或专利中的文章引用。我们将本文分为六个部分。第一部分介绍了我们的理论背景。第二部分讨论复杂网络和复杂系统的特点和属性。第三部分讨论了多层网络的一些特征,这一概念被用作开展实证分析的分析工具。第四部分讨论数据和方法。第五部分分析了三个网络层的结构、它们的纠缠和复用特性,以及连接它们的机构。第六部分是结论部分,讨论了这些研究结果如何增进了对新兴地理信息系统的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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