Books shape how children learn about society and norms, in part through representation of different characters. We use computational tools to characterize representation in children's books widely read in homes, classrooms, and libraries over the last century, and describe economic forces that may contribute to these patterns. We introduce new…

How do we know if a faculty teaching evaluation is biased? "Biasing factors" studies are an influential source of evidence for arguing about biased teaching evaluations. These studies examine existing evaluation data and compare the results by gender, race, or ethnicity, interpreting a significant difference between subgroups as evidence…

Personal statements are among the most commonly used instruments in college admissions procedures. Yet, little research on their reliability, validity, and fairness exists. The first aim of this paper was to investigate hypotheses about adverse impact and underprediction for female applicants, which could result from lower tendencies to use…

From early in development, race biases how children think about gender--often in a manner that treats Black women as less typical and representative of "women in general" than White or Asian women. The present study (N = 89, ages 7-11; predominately Hispanic, White, and multi-racial children) examined the generalizability of this…

In times of shortages in STEM professions, the untapped potential of girls with a STEM talent is a waste on a personal, social and economic level. Childhood is believed to be a very important formative stage in which children develop an early interest in specific occupations and teachers can have an important influence by developing lessons in…

Globally, the underrepresentation of men in the Early Childhood Education and Care (ECEC) workforce is ongoing and has been largely attributed to the construction of ECEC as 'women's work'. Men's involvement in ECEC can help to deconstruct the feminisation of work and the gender binaries through which occupations are structured. Further to this,…

The present study sought to assess the ability of teachers to identify emerging mental health disorders through a novel vignette measure. Canadian certified primary grade teachers (N = 101) completed a survey that included a novel vignette measure. Participants rated the severity of fictitious student behaviors depicted in several vignettes and…

Increasing rates of gender-based and sexual abuse, coupled with a rise in misogynistic influencers online, have become a growing issue in UK and Irish schools. This paper reports on the findings of a post lockdown study in England and Ireland that piloted workshops on gender-based and sexual violence. While most student responses were positive, we…

We investigate how social identity, namely gender and caste, affects stream choice at the higher secondary level of schooling in India. The choice of science stream at this level is a crucial determinant of subsequent science, technology, engineering, and mathematics (STEM) education and labor market outcomes. Using nationally representative data…

Purpose: Typically developing children assigned male at birth (AMAB) and children assigned female at birth (AFAB) produce the fricative /s/ differently: AFAB children produce /s/ with a higher spectral peak frequency. This study examined whether implicit knowledge of these differences affects speech-language pathologists'/speech and language…

For students who face marginalization in a discipline, counterspaces are safe spaces of refuge that allow them to express their multiple identities and foster their sense of belonging. While prior qualitative work on counterspaces has highlighted how and why these spaces support marginalized students, there is little quantitative work that…

Scholars have called for critical research that positions Black girls in a positive light while centering their constructed meanings and resistance against stereotypes and dominant discourses in mathematics spaces, particularly in reform-oriented instructional contexts. Black girls may resist deficit master-narratives about the intellectual…

By framing the phenomenon of resilience around adverse, harmful experiences and drawing a direct relation to positive outcomes, society desensitizes Black Women to the scale of the adversities they face and ignores the magnitude of psychological stress they have had to endure as a means of survival. The praise and reinforcement associated with…

Gender differences in early childhood development are under-researched in low- and middle-income countries (LMICs) where almost 90% of the world's young children live. This study examines the direction, magnitude, and variation of gender similarities and differences in 3- and 4-year-olds' early childhood development in 71 low- and middle-income…

Most universities are working committedly towards achieving the Sustainable Development Goals (SDG). The University of Alicante (UA) (Spain) has designed a series of strategies to help crystallize its aims within these goals, including those related to gender equality (SDG 5). Given the context, the aims of this study are (1) to find out whether…