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A new approach to analyzing patterns of collaboration in co-authorship networks: mesoscopic analysis and interpretation

机译:分析共同作者网络中协作模式的新方法:介观分析和解释

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摘要

This paper focuses on methods to study patterns of collaboration in co-authorship networks at the mesoscopic level. We combine qualitative methods (participant interviews) with quantitative methods (network analysis) and demonstrate the application and value of our approach in a case study comparing three research fields in chemistry. A mesoscopic level of analysis means that in addition to the basic analytic unit of the individual researcher as node in a co-author network, we base our analysis on the observed modular structure of co-author networks. We interpret the clustering of authors into groups as bibliometric footprints of the basic collective units of knowledge production in a research specialty. We find two types of coauthor-linking patterns between author clusters that we interpret as representing two different forms of cooperative behavior, transfer-type connections due to career migrations or one-off services rendered, and stronger, dedicated inter-group collaboration. Hence the generic coauthor network of a research specialty can be understood as the overlay of two distinct types of cooperative networks between groups of authors publishing in a research specialty. We show how our analytic approach exposes field specific differences in the social organization of research.
机译:本文着重研究在介观层面研究共同作者网络中合作模式的方法。我们将定性方法(参与者访谈)与定量方法(网络分析)相结合,并在案例研究中比较了化学的三个研究领域,论证了我们的方法的应用和价值。介观层次的分析意味着,除了作为共同作者网络中节点的单个研究人员的基本分析单位之外,我们的分析还基于共同作者网络所观察到的模块化结构。我们将作者的分组解释为研究专业知识生产的基本集体单位的文献计量足迹。我们发现作者集群之间有两种类型的共同作者链接模式,我们将它们解释为代表两种不同形式的合作行为,由于职业迁移或提供的一次性服务而产生的转移类型连接以及更强大的,专门的小组间协作。因此,研究专业的通用共同作者网络可以理解为两种不同类型的合作网络的叠加,该网络在研究专业中发表的作者组之间。我们将展示我们的分析方法如何揭示研究的社会组织中特定领域的差异。

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