论文标题

日本引文分布的极端尾巴揭示了其研究成功

The extreme upper tail of Japan's citation distribution reveals its research success

论文作者

Rodriguez-Navarro, Alonso, Brito, Ricardo

论文摘要

许多迹象,例如诺贝尔奖获得者的数量,表明日本是一个科学的先进国家。但是,标准的书目指标将日本视为一个科学发展的国家。本研究基于以下猜想:日本的科学出版物属于两个不同的人群:一个源自研究的研究并包括高度引用的论文,而另一篇是由引用较差的论文形成,几乎零被引用。尽管这两类论文无法轻易识别和分离,但可以通过研究所有科学文章的引文分布的极端尾巴来测试日本的科学水平。与标准的文献计量指标相反,这些指标是根据论文总数或两类论文混合在一起的论文集计算的,在极端的上尾部,只有在科学发展中就存在的论文。基于极端的尾巴,日本属于科学上发达国家的群体,与科学水平低的国家有显着不同。透明引文获奖者的数量也支持我们的假设,即某些基于引用的指标并未揭示日本的高科学水平。我们的发现表明,日本是某些引用指标不准确的极端情况。同样的缺点可能会影响其他国家,尽管程度较小。

A number of indications, such as the number of Nobel Prize winners, show Japan to be a scientifically advanced country. However, standard bibliometric indicators place Japan as a scientifically developing country. The present study is based on the conjecture that scientific publications from Japan belong to two different populations: one originates from studies that advance science and includes highly cited papers, while the other is formed by poorly cited papers with almost zero probability of being highly cited. Although these two categories of papers cannot be easily identified and separated, the scientific level of Japan can be tested by studying the extreme upper tail of the citation distribution of all scientific articles. In contrast to standard bibliometric indicators, which are calculated from the total number of papers or from sets of papers in which the two categories of papers are mixed, in the extreme upper tail, only papers that are addressed to the advance of science will be present. Based on the extreme upper tail, Japan belongs to the group of scientifically advanced countries and is significantly different from countries with a low scientific level. The number of Clarivate Citation laureates also supports our hypothesis that some citation-based metrics do not reveal the high scientific level of Japan. Our findings suggest that Japan is an extreme case of inaccuracy of some citation metrics; the same drawback might affect other countries, although to a lesser degree.

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