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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

Scientific novelty is the essential driving force for research breakthroughs and innovation. However, little is known about how early-career scientists pursue novel research paths, and the gender disparities in this process. To address this…

Physics and Society · Physics 2024-04-09 Meijun Liu , Zihan Xie , Alex Jie Yang , Chao Yu , Jian Xu , Ying Ding , Yi Bu

We investigated gender bias in letters of recommendation as a possible cause of the under-representation of women in Experimental Particle Physics (EPP), where about 15% of faculty are female -- well below the 60% level in psychology and…

Physics and Society · Physics 2022-02-18 R. H. Bernstein , M. W. Macy , C. J. Cameron , S. Williams-Ceci , W. M. Williams , S. J. Ceci

Current trends suggest that significant gender disparities exist within Science, Technology, Engineering, and Mathematics (STEM) education at university, with female students being underrepresented in physics, but more equally represented…

Physics Education · Physics 2020-07-01 Steven Martin Turnbull , Frédérique Vanholsbeeck , Kirsten Locke , Dion R J O'Neale

Large Language Models (LLMs) such as ChatGPT have become increasingly integrated into critical activities of daily life, raising concerns about equitable access and utilization across diverse demographics. This study investigates the usage…

Computers and Society · Computer Science 2023-10-11 Fiona Draxler , Daniel Buschek , Mikke Tavast , Perttu Hämäläinen , Albrecht Schmidt , Juhi Kulshrestha , Robin Welsch

Demand for technology focused STEM professionals will increase globally over the coming decade, with many countries finding it difficult to meet growing demand. Compounding this are difficulties in attracting and retaining female…

Computers and Society · Computer Science 2025-10-28 Shondell Williams , Karen Blackmore , Regina Berretta , Michelle Mansfield

The catch-up effect and the Matthew effect offer opposing characterizations of globalization: the former predicts an eventual convergence as the poor can grow faster than the rich due to free exchanges of complementary resources, while the…

Computers and Society · Computer Science 2021-03-04 Saurabh Mishra , Kuansan Wang

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…

In recent years, there has been considerable effort to promote gender balance in the academic environment of Computer Science (CS). However, there is still a gender gap at all CS academic levels: from students, to PhD candidates, to faculty…

Computers and Society · Computer Science 2023-01-09 Elisavet Kozyri , Mariel Evelyn Markussen Ellingsen , Ragnhild Abel Grape , Letizia Jaccheri

Studying abroad has become very popular among students. The ERASMUS mobility program is one of the largest international student exchange programs in the world, which has supported already more than three million participants since 1987. We…

Physics and Society · Physics 2016-04-27 L. Böttcher , N. A. M. Araújo , J. Nagler , J. F. F. Mendes , D. Helbing , H. J. Herrmann

As an open and collaborative knowledge graph created by users and bots, it is possible that the knowledge in Wikidata is biased in regards to multiple factors such as gender, race, and country of citizenship. Previous work has mostly…

Artificial Intelligence · Computer Science 2021-08-13 Zaina Shaik , Filip Ilievski , Fred Morstatter

Software engineering remains male-dominated despite efforts to attract and retain women. Many leave the field due to limited opportunities, unfair treatment, and challenging workplace cultures. Examining university life and choices is…

Software Engineering · Computer Science 2025-04-15 Cristina Martinez Montes , Jonna Johansson , Emrik Dunvald

This paper presents quasi-experimental research examining the effect of both local and state anti-discrimination laws on sexual orientation on the labor supply and wages of lesbian, gay, and bisexual (LGB) workers. To do so, we use the…

General Economics · Economics 2025-11-21 Scott Delhommer , Domonkos F. Vamossy

This study examines the determinants of the spousal age gap (SAG) in India, utilizing data from the 61st and 68th rounds of the National Sample Survey (NSSO). We employ regression analysis, including instrumental variables, to address…

General Economics · Economics 2025-09-03 Praveen , Suddhasil Siddhanta , Anoshua Chaudhuri

Even with recent increases in enrollments, computer science departments in the United States are not producing the number of graduates that the computing workforce needs, an issue that impacts the scientific and economic growth of our…

Computers and Society · Computer Science 2021-08-31 Monica Babes-Vroman , Andrew Tjang , Thu D. Nguyen

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

Women in computing were among the first programmers in the early 20th century and were substantial contributors to the industry. Today, men dominate the software engineering industry. Research and data show that women are far less likely to…

Software Engineering · Computer Science 2024-05-08 Lina Boman , Jonatan Andersson , Francisco Gomes de Oliveira Neto

Despite the increasing number of women graduating in mathematics, a systemic gender imbalance persists and is signified by a pronounced gender gap in the distribution of active researchers and professors. Especially at the level of…

History and Overview · Mathematics 2016-12-06 Helena Mihaljević-Brandt , Lucía Santamaría , Marco Tullney

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

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
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