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Current attempts to address the shortfall of female researchers in Science, Technology, Engineering and Mathematics (STEM) have not yet succeeded despite other academic subjects having female majorities. This article investigates the extent…

Digital Libraries · Computer Science 2020-04-28 Mike Thelwall , Amalia Mas-Bleda

The article focuses on the differences in mathematics performance between girls and boys visible from the first four months of compulsory schooling in the French education system. The influence of gender stereotypes in the evaluation…

History and Overview · Mathematics 2026-01-21 Chloé Brismontier

Observational studies often present challenges for causal inference due to confounding and heterogeneity. In this paper, we illustrate how modern causal inference methods can be applied to large-scale academic salary data. Using records…

Applications · Statistics 2026-04-13 Zihan Zhang , Jan Hannig

The influence of gender diversity on the success of scientific teams is of great interest to academia. However, prior findings remain inconsistent, and most studies operationalize diversity in aggregate terms, overlooking internal role…

Computation and Language · Computer Science 2025-12-30 Yi Zhao , Yongjun Zhu , Donghun Kim , Yuzhuo Wang , Heng Zhang , Chao Lu , Chengzhi Zhang

There is a worldwide trend towards application of bibliometric research evaluation, in support of the needs of policy makers and research administrators. However the assumptions and limitations of bibliometric measurements suggest a…

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

We surveyed Australian finance professionals and tested whether there are statistically significant differences in promotional propensity according to gender identity. The findings indicate men and women are equally likely to ask for…

General Economics · Economics 2024-09-24 Cassandra Crowe , Belinda Middleweek , Laura Ryan , Alicia Vidler , Bronwen Whiting

Literature about the scholarly impact of scientific research offers very few contributions on private sector research, and the comparison with public sector. In this work, we try to fill this gap examining the citation-based impact of…

General Economics · Economics 2020-12-10 Giovanni Abramo , Ciriaco Andrea D'Angelo , Flavia Di Costa

One can point to a variety of historical milestones for gender equality in STEM (science, technology, engineering, and mathematics), however, practical effects are incremental and ongoing. It is important to quantify gender differences in…

Nations with non-competitive higher education systems and with high levels of corruption, are more exposed to phenomena of discrimination and favoritism in faculty recruitment. Italy is a case in point, as shown by empirical studies,…

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

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

One of the unintended consequences of the New Public Management (NPM) in universities is often feared to be a division between elite institutions focused on research and large institutions with teaching missions. However, institutional…

Physics and Society · Physics 2010-01-19 Willem Halffman , Loet Leydesdorff

Self-promotion in science is ubiquitous but may not be exercised equally by men and women. Research on self-promotion in other domains suggests that, due to bias in self-assessment and adverse reactions to non-gender-conforming behaviors…

Digital Libraries · Computer Science 2023-10-11 Hao Peng , Misha Teplitskiy , Daniel M. Romero , Emőke-Ágnes Horvát

Numerous studies in the literature highlight that women are underrepresented in the scientific domain which further leads to the underrepresentation of women in prestigious publications, authorship positions, and collaboration. However, the…

Digital Libraries · Computer Science 2023-05-17 Kiran Sharma , Harsha V. Garine , Satyam Mukherjee

Pressured by globalization and the increasing demand for public organisations to be accountable, efficient and transparent, university rankings have become an important tool for assessing the quality of higher education institutions. It is…

Social and Information Networks · Computer Science 2022-11-10 Friso Selten , Cameron Neylon , Chun-Kai Huang , Paul Groth

Gender imbalance persists across science, technology, engineering, and mathematics (STEM) fields, including computer science, where it appears in researcher demographics, productivity, recognition, hiring, and career progression. Given…

Digital Libraries · Computer Science 2026-03-25 Kazuki Nakajima , Yuya Sasaki , Sohei Tokuno , George Fletcher

Current practices of quantifying performance by productivity leads serious concerns for psychological well-being of doctoral students and influence of research environment is often neglected in research evaluations. Acknowledgements in…

Computers and Society · Computer Science 2022-03-08 Ozgur Can Seckin , Onur Varol

Recent research has challenged the widespread belief that gender inequities in academia would disappear simply by increasing the number of women. More complex causes might be at play, embodied in the networked structure of scientific…

Physics and Society · Physics 2025-01-15 Chiara Zappalà , Luca Gallo , Jan Bachmann , Federico Battiston , Fariba Karimi

In many countries culture, practice or regulations inhibit the co-presence of relatives within the university faculty. We test the legitimacy of such attitudes and provisions, investigating the phenomenon of nepotism in Italy, a nation with…

Digital Libraries · Computer Science 2018-11-01 Giovanni Abramo , Ciriaco Andrea D'Angelo , Francesco Rosati

In this work, we present the results of semi-structured interviews with four women to explore how they perceive themselves with respect to three gender constructs (femininity, masculinity, androgyny), and how they believe others perceive…

Physics Education · Physics 2026-01-13 Smith Strain , Noah Leibnitz , Reagan Ruben , Yangqiuting Li , Eric Burkholder

This paper aims to evaluate how changing patterns of sectoral gender segregation play a role in accounting for women's employment contracts and wages in the UK between 2005 and 2020. We then study wage differentials in gender-specific…

General Economics · Economics 2024-12-31 Riccardo Leoncini , Mariele Macaluso , Annalivia Polselli