ArticlePloS one2026
Gender representation begets gender representation.
Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Research on the underrepresentation of women in academia and other professions indicates that women may be underrepresented in fields associated with intrinsic aptitude-or "brilliance"-because women are stereotyped as not possessing brilliance. At the same time, women may be less likely to pursue careers in such fields because few women are in them, which highlights the importance of understanding the role of gender representation in guiding professional interests. Across four studies (N = 1,680), we found that people have knowledge of the male-female breakdown of employees for a broad range of occupations (Study 1) and that current gender demographics predicts interest and belonging in hypothetical advertised employment (Studies 2-4). The effect of gender demographics was robust, even prioritized over messaging about ability, particularly among women (Study 3), and scaling parametrically according to the ratio of male and female employees (Study 4). Especially among women, professions with more females elicited greater interest and feelings of belonging than those with more males, even when those professions were associated with brilliance. These findings suggest that altering beliefs about brilliance for success in specific professions, though important, may be insufficient for increasing female representation in fields where women are underrepresented. Instead, increasing future female representation may benefit from increasing the presence of more women now.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.