The historical and contemporary under-attribution of women's contributions to scientific scholarship is well-known and well-studied, with effects that are felt today in myriad ways by women scientists. One measure of this under-attribution is the so-called citation gap between men and women: the under-citation of papers authored by women relative to expected rates coupled with a corresponding over-citation of papers authored by men relative to expected rates. We explore the citation gap in contemporary physics, analyzing over one million articles published over the last 25 years in 35 physics journals that span a wide range of subfields. Using a model that predicts papers' expected citation rates according to a set of characteristics separate from author gender, we find a global bias wherein papers authored by women are significantly under-cited, and papers authored by men are significantly over-cited. Moreover, we find that citation behavior varies along several dimensions, such that imbalances differ according to who is citing, where they are citing, and how they are citing. Specifically, citation imbalance in favor of man-authored papers is highest for papers authored by men, papers published in general physics journals, and papers likely to be less familiar to citing authors. Our results suggest that, although deciding which papers to cite is an individual choice, the cumulative effects of these choices needlessly harm a subset of scholars. We discuss several strategies for the mitigation of these effects, including conscious behavioral changes at the individual, journal, and community levels.
翻译:妇女对科学奖学金贡献的历史和当代的不足是众所周知的,也是人们广泛研究过的妇女对科学奖学金贡献的历史和当代的不足,其影响是女科学家今天以多种方式感受到的。这种不足的一个衡量尺度是男女之间所谓的引用差距:妇女撰写的论文相对于预期比率的引用过少,加上男子撰写的论文相对于预期比率的相应过度引用。我们探讨了当代物理学中的引用差距,分析了过去25年来35个物理期刊中发表的100多万篇文章,这些杂志涵盖范围很广。我们利用一种模型,根据一套与作者性别不同的特征预测论文预期的引用率。我们发现一种全球偏见,其中妇女撰写的论文在很大程度上被引用过少,而男子撰写的论文则被大量引用过少。此外,我们发现引文行为在几个方面各有差异,例如,在引用的作者、我们引用的以及他们是如何引用的。具体地说,引文的偏向男性作者倾斜的论文是最高的。在撰写论文时,根据与作者的一组不同的特点,我们所撰写的期刊中,论文的累积结果可能比普通物理学和论文要少。