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Related papers: Gender differences in grant peer review: A meta-an…

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Gender bias in grant allocation is a deviation from the principle that scientific merit should guide grant decisions. However, most studies on gender bias in grant allocation focus on gender differences in success rates, without including…

Applications · Statistics 2022-05-30 Peter van den Besselaar , Charlie Mom

Peer review by experts is central to the evaluation of grant proposals, but little is known about how gender and disciplinary differences shape the content and tone of grant peer review reports. We analyzed 39,280 review reports submitted…

Physics and Society · Physics 2025-07-02 Stefan Müller , Gabriel Okasa , Michaela Strinzel , Anne Jorstad , Katrin Milzow , Matthias Egger

It is well known that women are underrepresented in the academic systems of many countries. Gender discrimination is one of the factors that could contribute to this phenomenon. This study considers a recent national academic recruitment…

Digital Libraries · Computer Science 2019-01-03 Giovanni Abramo , Ciriaco Andrea D'Angelo , Francesco Rosati

Despite increasing representation in graduate training programs, a disproportionate number of women leave academic research before obtaining an independent position. To understand factors underlying this trend, we analyzed a…

Social and Information Networks · Computer Science 2022-05-06 Leah P. Schwartz , Jean Liénard , Stephen V. David

Strikingly few Nobel laureates within medicine, natural and social sciences are women. Although it is obvious that there are fewer women researchers within these fields, does this gender ratio still fully account for the low number of…

Applications · Statistics 2018-10-18 Per Lunnemann , Mogens H. Jensen , Liselotte Jauffred

Mainstream machine learning conferences have seen a dramatic increase in the number of participants, along with a growing range of perspectives, in recent years. Members of the machine learning community are likely to overhear allegations…

Machine Learning · Computer Science 2020-11-30 David Tran , Alex Valtchanov , Keshav Ganapathy , Raymond Feng , Eric Slud , Micah Goldblum , Tom Goldstein

Although the gender gap in academia has narrowed, females are underrepresented within some fields in the USA. Prior research suggests that the imbalances between science, technology, engineering and mathematics fields may be partly due to…

Digital Libraries · Computer Science 2018-12-04 Mike Thelwall , Carol Bailey , Catherine Tobin , Noel-Ann Bradshaw

Mainstream machine learning conferences have seen a dramatic increase in the number of participants, along with a growing range of perspectives, in recent years. Members of the machine learning community are likely to overhear allegations…

Machine Learning · Computer Science 2020-10-28 David Tran , Alex Valtchanov , Keshav Ganapathy , Raymond Feng , Eric Slud , Micah Goldblum , Tom Goldstein

Aesthetic preferences are considered highly subjective resulting in inherently noisy judgements of aesthetic objects, yet certain aspects of aesthetic judgement display convergent trends over time. This paper present a study that uses…

Computers and Society · Computer Science 2022-06-22 Ida Marie Schytt Lassen , Yuri Bizzoni , Telma Peura , Mads Rosendahl Thomsen , Kristoffer Laigaard Nielbo

Context: Contemporary software development organizations lack diversity and the ratios of women in Free and open-source software (FOSS) communities are even lower than the industry average. Although the results of recent studies hint the…

Software Engineering · Computer Science 2023-02-09 Sayma Sultana , Asif Kamal Turzo , Amiangshu Bosu

The literature on the theme of gender differences in research performance indicates a quite evident gap in favor of men over women. Beyond the understanding of the factors that could be at the basis of this phenomenon, it is worthwhile…

Digital Libraries · Computer Science 2018-10-31 Giovanni Abramo , Ciriaco Andrea D'Angelo

Although approximately 50% of medical school graduates today are women, female physicians tend to be underrepresented in senior positions, make less money than their male counterparts and receive fewer promotions. There is a growing body of…

Computation and Language · Computer Science 2022-06-02 Emmy Liu , Michael Henry Tessler , Nicole Dubosh , Katherine Mosher Hiller , Roger Levy

Previous work has identified that recognition from others is an important predictor of students' participation, persistence, and career intentions in physics. However, research has also found a gender bias in peer recognition in which…

Physics Education · Physics 2024-05-03 Meagan Sundstrom , L. N. Simpfendoerfer , Annie Tan , Ashley B. Heim , N. G. Holmes

Criteria are an essential component of any procedure for assessing merit. Yet, little is known about the criteria peers use in assessing grant applications. In this systematic review we therefore identify and synthesize studies that examine…

Computers and Society · Computer Science 2020-03-13 Sven E. Hug , Mirjam Aeschbach

Gaining recognition as a physics person by peers is an important contributor to undergraduate students' physics identity and their success in physics courses. Previous research has separately demonstrated that women perceive less…

Physics Education · Physics 2025-03-06 Meagan Sundstrom , N. G. Holmes

How do author perceptions match up to the outcomes of the peer-review process and perceptions of others? In a top-tier computer science conference (NeurIPS 2021) with more than 23,000 submitting authors and 9,000 submitted papers, we survey…

The literature on gender differences in research performance seems to suggest a gap between men and women, where the former outperform the latter. Whether one agrees with the different factors proposed to explain the phenomenon, it is…

Digital Libraries · Computer Science 2018-10-31 Giovanni Abramo , Tindaro Cicero , Ciriaco Andrea D'Angelo

Gender disparities appear to be decreasing in academia according to a number of metrics, such as grant funding, hiring, acceptance at scholarly journals, and productivity, and it might be tempting to think that gender inequity will soon be…

Physics and Society · Physics 2015-06-12 Jevin D. West , Jennifer Jacquet , Molly M. King , Shelley J. Correll , Carl T. Bergstrom

Text is a vehicle to convey information that reflects the writer's linguistic style and communicative patterns. By studying these attributes, we can discover latent insights about the author and their underlying message. This article uses…

Computers and Society · Computer Science 2024-12-19 Deborah Gerhardt , Miriam Marcowitz-Bitton , W. Michael Schuster , Avshalom Elmalech , Omri Suissa , Moshe Mash

Whether there are gender differences in lying has been largely debated in the past decade. Previous studies found mixed results. To shed light on this topic, here I report a meta-analysis of 8,728 distinct observations, collected in 65…

Physics and Society · Physics 2018-07-17 Valerio Capraro
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