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Nanotechnology knowledge diffusion: measuring the impact of the research networking and a strategy for improvement

机译:纳米技术知识传播:衡量研究网络的影响和改进策略

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Given the global increase in public funding for nanotechnology research and development, it is even more important to support projectswith promising return on investment. A main return is the benefit to other researchers and to the entire field through knowledge diffusion, invention, and innovation. The social network of researchers is one of the channels through which this happens. This study considers the scientific publication network in the field of nanotechnology, and evaluates how knowledge diffusion through coauthorship and citations is affected in large institutions by the location and connectivity of individual researchers in the network. The relative position and connectivity of a researcher is measured by various social network metrics, including degree centrality, Bonacich Power centrality, structural holes, and betweenness centrality. Leveraging the Cox regression model,weanalyzed the temporal relationships between knowledge diffusion and social network measures of researchers in five leading universities in the United States using papers published from 2000 to 2010. The results showed that the most significant effects on knowledge diffusion in the field of nanotechnology were from the structural holes of the network and the degree centrality of individual researchers. The data suggest that a researcher has potential to perform better in knowledge creation and diffusion on boundary-spanning positions between different communities and when he or she has a high level of connectivity in the knowledge network. These observations may lead to improved strategies in planning, conducting, and evaluating multidisciplinary nanotechnology research. The paper also identifies the researchers who made most significant contributions to nanotechnology knowledge diffusion in the networks of five leading U.S. universities.
机译:鉴于全球用于纳米技术研究和开发的公共资金不断增加,支持具有可观投资回报的项目显得尤为重要。主要的回报是通过知识传播,发明和创新,对其他研究人员和整个领域都有利。研究人员的社交网络是发生这种情况的渠道之一。这项研究考虑了纳米技术领域的科学出版网络,并评估了网络中各个研究人员的位置和连通性如何在大型机构中影响通过共同作者和引文进行的知识传播。研究人员的相对位置和连通性通过各种社交网络指标来衡量,包括程度中心性,Bonacich Power中心性,结构漏洞和中间性中心性。利用Cox回归模型,使用2000年至2010年发表的论文,分析了美国五所领先大学中研究人员的知识传播与社交网络测度之间的时间关系。结果表明,在知识传播领域,对知识传播的影响最大。纳米技术来自网络的结构漏洞和各个研究人员的集中度。数据表明,研究人员有潜力在知识创造和传播上跨不同社区之间的跨边界位置以及当他或她在知识网络中具有高度连接性时表现更好。这些观察结果可能会导致在规划,实施和评估多学科纳米技术研究方面的改进策略。该论文还确定了在美国五所领先大学网络中对纳米技术知识传播做出最重大贡献的研究人员。

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