两个分离的世界--生命科学和生物医学研究的国际影响

Zuguang Gu
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引用次数: 0

摘要

我们引入了一个新指标--"引文丰富度",利用引文数据来衡量国家对国家的影响力。与随机引用过程相比,该指标评估的是一个国家对另一个国家的引用偏好。我们在生命科学和生物医学领域的 1400 多万篇论文中应用了引文富集法,并得出以下结论:1) 全球被分割成两个不同的世界,其中西方发达国家对世界其他国家的总体影响是负面的。2) 在每一个世界中,国家根据其相互影响形成集群,其分类完全符合其地理和文化上的接近性。3) 两个世界在国家间引文平衡方面表现出截然不同的动态。我们构建了一个全面的科学影响世界地图,极大地促进了对国际科学知识交流的深入理解。引文富集度量是在一个定义明确的统计框架下开发的,它可以扩展成为文献计量学及相关领域研究的一个通用而强大的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Two separated worlds - on the international influence of life science and biomedical research
We have introduced a new metric, "citation enrichment", to measure the country-to-country influence using citation data. This metric evaluates the preference of a country to cite the other country compared to a random citation process. We applied the citation enrichment method on over 14 million publications in the life science and biomedical fields and we have the following findings: 1) The globe is split into two separated worlds where developed western countries exhibit an overall mutual negative influence on the remaining of the world. 2) Within each world, countries form clusters based on their mutual influences and the classification fits perfectly to their geographical and cultural proximity. 3) The two worlds exhibit distinct dynamics on the citation balance among countries. We have constructed a comprehensive world map of scientific influence which greatly enhances the deep understanding of international exchange of scientific knowledge. The citation enrichment metric is developed under a well-defined statistical framework and it can be extended to a general and powerful tool for research in bibliometrics and related fields.
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