Why are some STEM fields more gender balanced than others?

S Cheryan, SA Ziegler, AK Montoya… - Psychological bulletin, 2017 - psycnet.apa.org
Women obtain more than half of US undergraduate degrees in biology, chemistry, and
mathematics, yet they earn less than 20% of computer science, engineering, and physics …

Three Lenses on Occupations and Professions in Organizations: Becoming, Doing, and Relating

M Anteby, CK Chan, J DiBenigno - Academy of Management …, 2016 - journals.aom.org
Management and organizational scholarship is overdue for a reappraisal of occupations
and professions as well as a critical review of past and current work on the topic. Indeed, the …

Stable bias: Analyzing societal representations in diffusion models

AS Luccioni, C Akiki, M Mitchell, Y Jernite - arXiv preprint arXiv …, 2023 - arxiv.org
As machine learning-enabled Text-to-Image (TTI) systems are becoming increasingly
prevalent and seeing growing adoption as commercial services, characterizing the social …

Gender stereotypes about interests start early and cause gender disparities in computer science and engineering

A Master, AN Meltzoff… - Proceedings of the …, 2021 - National Acad Sciences
Societal stereotypes depict girls as less interested than boys in computer science and
engineering. We demonstrate the existence of these stereotypes among children and …

The gendered pandemic: The implications of COVID-19 for work and family

JE Yavorsky, Y Qian, AC Sargent - Working in America, 2022 - taylorfrancis.com
Given the unprecedented disruptions to both work and family life brought about by the
pandemic, a large and rapidly growing body of social sciences research has emerged to …

[图书][B] Invisible women: Data bias in a world designed for men

CC Perez - 2019 - books.google.com
Caroline Criado Perez's Invisible Women: Data Bias in a World Designed for Men is a
landmark, prize-winning, international bestselling examination of how a gender gap in data …

Progress toward gender equality in the United States has slowed or stalled

P England, A Levine, E Mishel - Proceedings of the …, 2020 - National Acad Sciences
We examine change in multiple indicators of gender inequality for the period of 1970 to
2018. The percentage of women (age 25 to 54) who are employed rose continuously until∼ …

Word embeddings quantify 100 years of gender and ethnic stereotypes

N Garg, L Schiebinger, D Jurafsky… - Proceedings of the …, 2018 - National Acad Sciences
Word embeddings are a powerful machine-learning framework that represents each English
word by a vector. The geometric relationship between these vectors captures meaningful …

How to deal with reverse causality using panel data? Recommendations for researchers based on a simulation study

L Leszczensky, T Wolbring - Sociological Methods & …, 2022 - journals.sagepub.com
Does X affect Y? Answering this question is particularly difficult if reverse causality is
looming. Many social scientists turn to panel data to address such questions of causal …

[图书][B] Relational inequalities: An organizational approach

D Tomaskovic-Devey, D Avent-Holt - 2019 - books.google.com
Organizations are the dominant social invention for generating resources and distributing
them. Relational Inequalities develops a general sociological and organizational analysis of …