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R&d Collaboration Networks In The European Framework Programmes: Data Processing, Network Construction And Selected Results

机译:欧洲框架计划中的研发合作网络:数据处理,网络建设和部分成果

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摘要

We describe the construction of a large and novel dataset on R&D collaboration networks in the first five EU Framework Programmes (FPs), examine key features and provide economic interpretations for our findings. The dataset is based on publicly available raw data that presents numerous challenges. We critically examine the different problems and detail how we have dealt with them. We describe how we construct networks from the processed data. The resulting networks display properties typical for large complex networks, including scale-free degree distributions and the small-world property. The former indicates the presence of network hubs, which we identify. Theoretical work shows the latter to be beneficial for knowledge creation and diffusion. Structural features are remarkably similar across FPs, indicating similar network formation mechanisms despite changes in governance rules. Several findings point towards the existence of a stable core of interlinked actors since the early FPs with integration increasing over time. This core consists mainly of universities and research organisations. The paper concludes with an agenda for future research.
机译:我们在前五个欧盟框架计划(FPs)中描述了在研发合作网络上构建大型新颖数据集的过程,研究了关键特征并为我们的发现提供了经济解释。该数据集基于公开可用的原始数据,这提出了许多挑战。我们严格审查不同的问题,并详细说明如何处理它们。我们描述了如何根据处理后的数据构建网络。生成的网络显示大型复杂网络的典型属性,包括无标度分布和小世界属性。前者表明我们识别出网络集线器的存在。理论工作表明,后者对于知识的创造和传播是有益的。 FP之间的结构特征非常相似,表明尽管治理规则有所变化,但网络形成机制相似。自早期的计划生育以来,随着时间的推移,整合不断增加,一些发现表明存在一个相互关联的参与者稳定的核心。该核心主要由大学和研究机构组成。本文以未来的研究议程作为结尾。

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