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Recent works have found evidence of gender bias in models of machine translation and coreference resolution using mostly synthetic diagnostic datasets. While these quantify bias in a controlled experiment, they often do so on a small scale…

Computation and Language · Computer Science 2021-09-13 Shahar Levy , Koren Lazar , Gabriel Stanovsky

Logic is one of the most male-dominated areas within the already hugely male-dominated subject of philosophy. Popular hypotheses for this disparity include a preponderance of confident, mathematically-minded male students in the classroom,…

History and Overview · Mathematics 2015-07-17 Frederique Janssen-Lauret

The purpose of this study was to model the impact of mentoring on women's work-life balance. Indeed, this study considered mentoring as a solution to create a work-life balance of women. For this purpose, semi-structured interviews with…

General Economics · Economics 2023-05-26 Parvaneh Bahrami , Saeed Nosratabadi , Khodayar Palouzian , Szilard Hegedus

Underrepresentation of women in the academic system is a problem common to many countries, often associated with gender discrimination. In the Italian academic context in particular, favoritism is recognized as a diffuse phenomenon…

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

In recent years, the striking gender imbalance in the physical sciences has been a topic for much debate. National bodies and professional societies in the astronomical and space sciences are now taking active steps to understand and…

Instrumentation and Methods for Astrophysics · Physics 2016-05-06 Jonathan Horner , Alice Gorman , Ann Cairns , Wayne Short

Structural roles define sets of structurally similar nodes that are more similar to nodes inside the set than outside, whereas communities define sets of nodes with more connections inside the set than outside. Roles based on structural…

Social and Information Networks · Computer Science 2020-09-22 Ryan A. Rossi , Di Jin , Sungchul Kim , Nesreen K. Ahmed , Danai Koutra , John Boaz Lee

We present results of a combined study from three UK universities where we investigate the existence and persistence of a performance gender gap in conceptual understanding of Newtonian mechanics. Using the Force Concept Inventory, we find…

Physics Education · Physics 2015-06-12 Simon Bates , Robyn Donnelly , Cait MacPhee , David Sands , Marion Birch , Niels R. Walet

Within an increasingly digitalized organizational landscape, this research delves into the dynamics of decentralized collaboration, contrasting it with traditional collaboration models. An effective capturing of high-level collaborations…

Social and Information Networks · Computer Science 2024-10-10 Negin Maddah , Babak Heydari

Despite nation efforts to promote diversity and inclusion, women and gender minorities remain underrepresented in physics. One common approach to studying gender in physics contexts treats gender as a categorical identity variable (e.g.…

Physics Education · Physics 2026-03-19 Noah Leibnitz , Yangqiuting Li

We study gender representation on the editorial boards of 435 journals in the mathematical sciences. Women are known to comprise approximately 15% of tenure-stream faculty positions in doctoral-granting mathematical sciences departments in…

History and Overview · Mathematics 2016-09-28 Chad M. Topaz , Shilad Sen

This paper explores the relations between social ties and cultural constructs in small groups. The analysis uses cross-sectional data comprising both social networks within three art groups and semantic networks based on verbal expressions…

Social and Information Networks · Computer Science 2018-07-13 Nikita Basov , Ju-Sung Lee , Artem Antonyuk

There is a significant underrepresentation of women in many Science, Technology, Engineering, and Mathematics (STEM) majors and careers. Prior research has shown that self-efficacy can be a critical factor in student learning, and that…

An analysis of barriers to women's participation in physics education is presented. It is expected that in undergraduate physics the most common situation for a women is that she is cisgender and one of a numerical minority in the…

Physics Education · Physics 2023-06-27 Eliot Jane Walton

Gender discrimination in the hiring process is one significant factor contributing to labor market disparities. However, there is little evidence on the extent to which gender bias by hiring managers is responsible for these disparities. In…

General Economics · Economics 2023-08-24 Anuar Assamidanov

The historical and contemporary under-attribution of women's contributions to scientific scholarship is well-known and well-studied, with effects that are felt today in myriad ways by women scientists. One measure of this under-attribution…

The gender gap in computer science (CS) research is a well-studied problem, with an estimated ratio of 15%--30% women researchers. However, far less is known about gender representation in specific fields within CS. Here, we investigate the…

Digital Libraries · Computer Science 2022-04-08 Eitan Frachtenberg , Rhody D. Kaner

Data science can offer answers to a wide range of social science questions. Here we turn attention to the portrayal of women in movies, an industry that has a significant influence on society, impacting such aspects of life as self-esteem…

Social and Information Networks · Computer Science 2020-06-16 Dima Kagan , Thomas Chesney , Michael Fire

Images are often termed as representations of perceived reality. As such, racial and gender biases in popular culture and visual media could play a critical role in shaping people's perceptions of society. While previous research has made…

Computers and Society · Computer Science 2024-11-20 Nouar AlDahoul , Hazem Ibrahim , Minsu Park , Talal Rahwan , Yasir Zaki

Socio-diversity, the variety of human opinions, ideas, behaviors and styles, has profound implications for social systems. While it fuels innovation, productivity, and collective intelligence, it can also complicate communication and erode…

Physics and Society · Physics 2024-02-19 Andrea Musso , Dirk Helbing

This study examines physics students' evaluations of identical, video-recorded lectures performed by female and male actors playing the role of professors. The results indicate that evaluations by male students show statistically…

Physics Education · Physics 2017-06-05 Amy L. Graves , Estuko Hoshino-Browne , Kristine P. H. Lui