Lone Geniuses or One among Many? An Explorative Study of Contemporary Highly Cited Researchers

D. Aksnes, K. Aagaard
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引用次数: 6

Abstract

Abstract Purpose The ranking lists of highly cited researchers receive much public attention. In common interpretations, highly cited researchers are perceived to have made extraordinary contributions to science. Thus, the metrics of highly cited researchers are often linked to notions of breakthroughs, scientific excellence, and lone geniuses. Design/methodology/approach In this study, we analyze a sample of individuals who appear on Clarivate Analytics’ Highly Cited Researchers list. The main purpose is to juxtapose the characteristics of their research performance against the claim that the list captures a small fraction of the researcher population that contributes disproportionately to extending the frontier and gaining—on behalf of society—knowledge and innovations that make the world healthier, richer, sustainable, and more secure. Findings The study reveals that the highly cited articles of the selected individuals generally have a very large number of authors. Thus, these papers seldom represent individual contributions but rather are the result of large collective research efforts conducted in research consortia. This challenges the common perception of highly cited researchers as individual geniuses who can be singled out for their extraordinary contributions. Moreover, the study indicates that a few of the individuals have not even contributed to highly cited original research but rather to reviews or clinical guidelines. Finally, the large number of authors of the papers implies that the ranking list is very sensitive to the specific method used for allocating papers and citations to individuals. In the “whole count” methodology applied by Clarivate Analytics, each author gets full credit of the papers regardless of the number of additional co-authors. The study shows that the ranking list would look very different using an alternative fractionalised methodology. Research limitations The study is based on a limited part of the total population of highly cited researchers. Practical implications It is concluded that “excellence” understood as highly cited encompasses very different types of research and researchers of which many do not fit with dominant preconceptions. Originality/value The study develops further knowledge on highly cited researchers, addressing questions such as who becomes highly cited and the type of research that benefits by defining excellence in terms of citation scores and specific counting methods.
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孤独的天才还是众多天才中的一个?当代高被引研究者的探索性研究
摘要目的被高度引用的研究人员的排行榜受到了公众的广泛关注。在通常的解释中,被高度引用的研究人员被认为对科学做出了非凡的贡献。因此,被高度引用的研究人员的指标往往与突破、科学卓越和天才的概念联系在一起。设计/方法论/方法在这项研究中,我们分析了出现在Clarivate Analytics的高引用研究人员名单上的个人样本。其主要目的是将他们的研究表现特征与以下说法并置,即该名单只涵盖了一小部分研究人员,他们为扩展前沿和代表社会获得知识和创新做出了不成比例的贡献,这些知识和创新使世界更健康、更富富富、更可持续、更安全。研究结果研究表明,被选中的个人的高引用文章通常有大量作者。因此,这些论文很少代表个人的贡献,而是研究联盟进行大规模集体研究的结果。这挑战了被高度引用的研究人员作为个人天才的普遍看法,他们可以因其非凡的贡献而被单独挑选出来。此外,该研究表明,其中一些人甚至没有对被高度引用的原始研究做出贡献,而是对综述或临床指南做出了贡献。最后,论文作者数量众多意味着排行榜对将论文和引文分配给个人的具体方法非常敏感。在Clarivate Analytics应用的“整体计数”方法中,无论有多少其他合著者,每位作者都会获得论文的全部学分。研究表明,使用另一种细分方法,排行榜看起来会大不相同。研究局限性该研究基于被高度引用的研究人员总数中的有限部分。实践意义得出的结论是,被高度引用的“卓越”包括非常不同类型的研究和研究人员,其中许多人不符合主流的先入为主的观念。原创性/价值该研究进一步了解了被高度引用的研究人员,解决了诸如谁被高度引用以及通过定义引用分数和具体计数方法方面的卓越性而受益的研究类型等问题。
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