#Tag
Zufallsfund. Falls noch jemand ein #Symbolbild für #genderbias in #KI braucht...
https://easy-peasy.ai/ai-image-generator/images/greek-female-philosopher-portrait-wisdom-power-knowledge
Zufallsfund. Falls noch jemand ein #Symbolbild für #genderbias in #KI braucht...
https://easy-peasy.ai/ai-image-generator/images/greek-female-philosopher-portrait-wisdom-power-knowledge
Update. Many studies look at the acceptance rate for articles by women at high-impact journals. This one looks at the submission rate, and finds that women submit significantly fewer articles to these journals than men. (The percentages differ by field.) When asked why, the most common response was that "they were advised not to."
https://elifesciences.org/articles/90049
Update. "Citation counts [for female authors] are on average 5.5% lower than those of comparable male authors…Papers produced by all-female teams receive 56.7% fewer citations than those by all-male teams, while mixed-gender teams achieve a 30.9% citation advantage."
https://ceur-ws.org/Vol-4155/paper10.pdf
Update. Many studies look at the acceptance rate for articles by women at high-impact journals. This one looks at the submission rate, and finds that women submit significantly fewer articles to these journals than men. (The percentages differ by field.) When asked why, the most common response was that "they were advised not to."
https://elifesciences.org/articles/90049
Update. "Citation counts [for female authors] are on average 5.5% lower than those of comparable male authors…Papers produced by all-female teams receive 56.7% fewer citations than those by all-male teams, while mixed-gender teams achieve a 30.9% citation advantage."
https://ceur-ws.org/Vol-4155/paper10.pdf
Update. "By analyzing all articles indexed in the PubMed database (>36.5 million articles published in >36,000 biomedical and life sciences journals), we show that the median amount of time spent under review is 7.4%–14.6% longer for female-authored articles than for male-authored articles."
https://doi.org/10.1371/journal.pbio.3003574
Update. "Citation counts [for female authors] are on average 5.5% lower than those of comparable male authors…Papers produced by all-female teams receive 56.7% fewer citations than those by all-male teams, while mixed-gender teams achieve a 30.9% citation advantage."
https://ceur-ws.org/Vol-4155/paper10.pdf
Update. "By analyzing all articles indexed in the PubMed database (>36.5 million articles published in >36,000 biomedical and life sciences journals), we show that the median amount of time spent under review is 7.4%–14.6% longer for female-authored articles than for male-authored articles."
https://doi.org/10.1371/journal.pbio.3003574
Update. A letter to the editor about a study I posted to this thread 11/23/25: "The suggestion that [the lower #retraction rate for women] is because male researchers undergo more scrutiny, propose bolder ideas and lead larger and more dynamic teams than do female researchers implies that male scientists are better at science. As female scientists, our lived experience points to alternative explanations: elevated rigour and scientific integrity by female scientists or more critical peer review of female-led manuscripts."
https://www.nature.com/articles/d41586-026-00120-y
( #paywalled)
Update. "By analyzing all articles indexed in the PubMed database (>36.5 million articles published in >36,000 biomedical and life sciences journals), we show that the median amount of time spent under review is 7.4%–14.6% longer for female-authored articles than for male-authored articles."
https://doi.org/10.1371/journal.pbio.3003574
Update. "We conduct a comprehensive comparison between peer-review scores and citation-based metrics across various scientific fields [in Italy]…While both evaluation methods exhibit sex bias, peer review systematically penalizes women more severely than citation-based metrics."
https://www.sciencedirect.com/science/article/pii/S1751157725001245
Update. "We conduct a comprehensive comparison between peer-review scores and citation-based metrics across various scientific fields [in Italy]…While both evaluation methods exhibit sex bias, peer review systematically penalizes women more severely than citation-based metrics."
https://www.sciencedirect.com/science/article/pii/S1751157725001245
Update. A letter to the editor about a study I posted to this thread 11/23/25: "The suggestion that [the lower #retraction rate for women] is because male researchers undergo more scrutiny, propose bolder ideas and lead larger and more dynamic teams than do female researchers implies that male scientists are better at science. As female scientists, our lived experience points to alternative explanations: elevated rigour and scientific integrity by female scientists or more critical peer review of female-led manuscripts."
https://www.nature.com/articles/d41586-026-00120-y
( #paywalled)
Update. "We conduct a comprehensive comparison between peer-review scores and citation-based metrics across various scientific fields [in Italy]…While both evaluation methods exhibit sex bias, peer review systematically penalizes women more severely than citation-based metrics."
https://www.sciencedirect.com/science/article/pii/S1751157725001245
Update. "In male-dominated fields, women have significantly broader research interests than men, while this gap diminishes and reverses in more gender-balanced fields. Although broader publication trajectories help women increase publication output, this strategy carries steeper citation penalties for women than for men. The results suggest that academic fields act as sites of inequality production, channeling women toward research patterns that boost immediate productivity while undermining long-term scholarly influence."
https://journals.sagepub.com/doi/pdf/10.1177/23780231251396273
Update. In the field of oil pollution research, "female authors accounted for about 32% of the total authors…were significantly underrepresented in most of the African countries [and in] the UK and Norway…Gender variation in oil pollution publications was discovered to be influenced by religion in Africa; Islam had the mean highest rank when compared with Christianity."
https://doi.org/10.4314/jasem.v29i11.22
The Variation in Authorship between Male and Female Researchers in Oil Pollution Publications in Ten (10) Countries
Update. "In male-dominated fields, women have significantly broader research interests than men, while this gap diminishes and reverses in more gender-balanced fields. Although broader publication trajectories help women increase publication output, this strategy carries steeper citation penalties for women than for men. The results suggest that academic fields act as sites of inequality production, channeling women toward research patterns that boost immediate productivity while undermining long-term scholarly influence."
https://journals.sagepub.com/doi/pdf/10.1177/23780231251396273
Update. "Authors with very feminine and masculine first names respectively get a lower and higher share of citations for every article published, irrespective of their contribution role."
https://arxiv.org/abs/2512.08219
Update. "Authors with very feminine and masculine first names respectively get a lower and higher share of citations for every article published, irrespective of their contribution role."
https://arxiv.org/abs/2512.08219
Update. "In male-dominated fields, women have significantly broader research interests than men, while this gap diminishes and reverses in more gender-balanced fields. Although broader publication trajectories help women increase publication output, this strategy carries steeper citation penalties for women than for men. The results suggest that academic fields act as sites of inequality production, channeling women toward research patterns that boost immediate productivity while undermining long-term scholarly influence."
https://journals.sagepub.com/doi/pdf/10.1177/23780231251396273
Update. "Authors with very feminine and masculine first names respectively get a lower and higher share of citations for every article published, irrespective of their contribution role."
https://arxiv.org/abs/2512.08219
Update. "Women are significantly underrepresented among highly cited scholars globally (0.255 women per man) and receive fewer citations and have lower h-indexes than men in most regions and disciplines. However, after controlling for productivity and career length, female scholars are cited more than men in the pooled sample, Asia, Europe, and in two fields (natural sciences and exact sciences/physics). Despite this, women’s h-index remains significantly lower than men’s in all regions except Africa and South America, and in all fields except social sciences."
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0334690
Update. "Women are significantly underrepresented among highly cited scholars globally (0.255 women per man) and receive fewer citations and have lower h-indexes than men in most regions and disciplines. However, after controlling for productivity and career length, female scholars are cited more than men in the pooled sample, Asia, Europe, and in two fields (natural sciences and exact sciences/physics). Despite this, women’s h-index remains significantly lower than men’s in all regions except Africa and South America, and in all fields except social sciences."
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0334690
