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Most STEM students experience the introductory physics sequence in large-enrollment (N $\gtrsim$ 100 students) classrooms, led by one lecturer and supported by a few teaching assistants. This work describes methods and principles we used to…

Physics Education · Physics 2018-07-12 Chad T. Kishimoto , Michael G. Anderson , Joe P. Salamon

Institutions widely use student evaluations to assess the faculty's teaching performance, but underlying trends and biases can influence their interpretation. Using data from Rate My Professors, we conduct the largest and most recent…

Social and Information Networks · Computer Science 2020-12-09 Sofia Maria Nikolakaki , Joseph Lai , Evimaria Terzi

An outtake from the findnings of a master thesis studying gender bias in course evaluations through the lense of machine learning and nlp. We use different methods to examine and explore the data and find differences in what students write…

Machine Learning · Computer Science 2024-04-03 Sarah Lindau , Linnea Nilsson

The lack of diversity and the under-performance of underrepresented students in STEM courses have been the focus of researchers in the last decade. In particular, many hypotheses have been put forth for the reasons for the…

Women are dramatically underrepresented in computer science at all levels in academia and account for just 15% of tenure-track faculty. Understanding the causes of this gender imbalance would inform both policies intended to rectify it and…

Social and Information Networks · Computer Science 2016-06-17 Samuel F. Way , Daniel B. Larremore , Aaron Clauset

Students' high school decisions will always impact efforts to achieve gender parity in STEM at the university level and beyond. Without a comprehensive understanding of gendered disparities in high school course selection, it will be…

Physics Education · Physics 2023-09-18 Eamonn Corrigan , Martin Williams , Mary A. Wells

We add to a growing literature suggesting that demographic grade gaps should be attributed to biases embedded in the courses themselves. Changes in the structure of two different introductory physics classes were made while leaving the…

Physics Education · Physics 2023-07-18 David J. Webb , Cassandra A. Paul

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

The existence of gender differences in student performance on conceptual assessments and their responses to attitudinal assessments has been repeatedly demonstrated. This difference is often present in students' preinstruction responses and…

Physics Education · Physics 2016-10-05 Bethany R. Wilcox , H. J. Lewandowski

There has been an increasing trend of females performing better than males academically across the mathematical engineering courses. To confirm this assumption, final marks of two independent samples of students from Calculus courses across…

History and Overview · Mathematics 2023-07-18 Luai Al Labadi , Hishyar Khalil , Nida Siddiqui

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

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

Students' perception of excessive difficulty in STEM degrees lowers their motivation and therefore affects their performance. According to prior research, the use of gamification techniques promote engagement, motivation and fun when…

Computers and Society · Computer Science 2023-07-18 Raúl Lara-Cabrera , Fernando Ortega , Edgar Talavera , Daniel López-Fernández

Gender stereotypes in introductory programming courses often go unnoticed, yet they can negatively influence young learners' interest and learning, particularly under-represented groups such as girls. Popular tutorials on block-based…

Computers and Society · Computer Science 2025-10-14 Isabella Graßl , Benedikt Fein , Gordon Fraser

Biases against women in the workplace have been documented in various studies. There is also a growing body of literature on biases within academia. But particularly in STEM, due to the heavily male-dominated field, studies suggest that if…

Digital Libraries · Computer Science 2023-06-21 Joana Fonseca

Gender inequity is one of the biggest challenges facing the STEM workforce. While there are many studies that look into gender disparities within STEM and academia, the majority of these have been designed and executed by those unfamiliar…

Test anxiety is beginning to be recognized as a significant factor affecting student performance in science, technology, engineering, and mathematics (STEM) courses, potentially contributing to gender inequity within these fields.…

Physics Education · Physics 2025-05-12 Alysa Malespina , Fargol Seifollahi , Chandralekha Singh

This experience report explores the effects of ungraded assignments on the learning experience of students in an introductory computing course. Our study examines the impact of ungraded assignments on student engagement, understanding, and…

Computers and Society · Computer Science 2025-12-30 Yehya Sleiman Tellawi , Abhishek K. Umrawal

LLMs are increasingly embedded in programming workflows, from code generation to automated code review. Yet, how gendered communication styles interact with LLM-assisted programming and code review remains underexplored. We present a…

Software Engineering · Computer Science 2026-03-26 Lynn Janzen , Üveys Eroglu , Dorothea Kolossa , Pia Knöferle , Sebastian Möller , Vera Schmitt , Veronika Solopova

Evidence is presented that offering introductory physics courses with an explicit focus on mastery can reduce the gender gap to zero. Taken together with a previous study showing that a concepts-first course may zero out another demographic…

Physics Education · Physics 2022-09-27 David J. Webb , Wendell H. Potter