Mingrong She, Jan Bachmann, Fariba Karimi, Leto Peel
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引用次数: 0
摘要
我们研究了物理学合作网络和学术职业发展中的性别差异。我们使用成为首席研究员(PI)的可能性和时间以及作者的职业生涯长度来衡量职业发展。利用逻辑回归和加速失败时间模型,我们研究了合作行为的影响是否因性别而异。我们发现,在控制发表论文数量的情况下,男性和女性的合作行为与职业发展之间的关系几乎相同。具体来说,我们发现那些最终达到首席研究员(PI)地位的人往往与更多独特的合作者一起发表过论文。与此相反,那些职业生涯较短和没有获得首席研究员地位的人,其特点是反复与相同的、联系紧密的合作者发表论文,并且/或者每篇论文的共同作者人数较多。最后,我们发现女性在整个职业生涯中获得 PI 地位的可能性较低,与男性相比,女性的生存概率也较低,这就需要制定政策来缩小这一关键差距。
Gender differences in collaboration and career progression in physics
We examine gender differences in collaboration networks and academic career
progression in physics. We use the likelihood and time to become a principal
investigator (PI) and the length of an author's career to measure career
progression. Utilising logistic regression and accelerated failure time models,
we examine whether the effect of collaboration behaviour varies by gender. We
find that, controlling for the number of publications, the relationship between
collaborative behaviour and career progression is almost the same for men and
women. Specifically, we find that those who eventually reach principal
investigator (PI) status, tend to have published with more unique
collaborators. In contrast, publishing repeatedly with the same highly
interconnected collaborators and/or larger number of coauthors per publication
is characteristic of shorter career lengths and those that do not attain PI
status. We observe that the tie strength is stronger for women than men, and
women tend to collaborate in more tightly connected and larger groups than men.
Finally, we observe that women are less likely to attain the status of PI
throughout their careers and have a lower survival probability compared to men,
which calls for policies to close this crucial gap.