Background: People who have a stutter are often viewed negatively by others. Acknowledgement--defined as notifying others up front about characteristics that might lead one to be evaluated negatively--might be an effective impression management strategy for people stigmatized by stuttering. Past research testing this hypothesis, however, has…

Previous research has highlighted the importance of physicians' early hypotheses for their subsequent diagnostic decisions. It has also been shown that diagnostic accuracy improves when physicians are presented with a list of diagnostic suggestions to consider at the start of the clinical encounter. The psychological mechanisms underlying this…

Predictive modeling is a core technique used in tackling various tasks in learning analytics research, e.g., classifying educational forum posts, predicting learning performance, and identifying at-risk students. When applying a predictive model, it is often treated as the first priority to improve its prediction accuracy as much as possible.…

Purpose: The purpose of this study is to discuss the significance of "contextual factors" on the talent development of underserved populations. Understanding the "context" and background of an individual provides greater insight into their life experiences (Paik, 2013). Race, class and gender, in particular, play a role in…

Background: Scholarship demonstrates that Black girls' capacities to imagine possible futures in computing are constrained by narratives of white masculinity and misogynoir embedded within computing. Building on race critical code studies and identity-as-narrative theories, we examine "restorying" through Black womanist storytelling…

The feminist motif "thinking back through our mothers" calls us to claim the mother's heritage, not to identify with her, not to repudiate her, but to become ourselves in a middle ground. In this article, the thread of thinking back through our mothers for a curriculum of organic relationality crosses different times and places and…

The disproportionate impact of environmental degradation on First Nations peoples and on other communities of color is not new. Indigenous peoples, Black people, and other marginalized communities experience the consequences of environmental degradation disproportionately (Taylor, 2014; Washington, 2019), telling us that environmental justice and…

We consider the problem of bias arising from conditioning on a post-outcome collider. We illustrate this with reference to Elwert and Winship (2014) but we go beyond their study to investigate the extent to which inverse probability weighting might offer solutions. We use linear models to derive expressions for the bias arising in different kinds…

This study explores student perceptions of, and experiences with, labor-based contracting grading--an approach to student assessment that values labor rather than quality. In theory, labor-based contract grading reduces teacher bias and challenges inequities maintained by traditional grading. A qualitative content analysis of anonymous online…

Data obtained through questionnaires sometimes respond to the items presented by social norms, so sometimes they do not suit themselves. High social desirability (SD) in non-cognitive measurements will cause item bias. Several ways are used to reduce item bias, including freeing respondents from not writing their names or being anonymous,…

The discussion about the words and concepts related to autism is alive in the scholarly community, tacitly or explicitly. Contrasting ideologies linked to the medical model and neurodiversity paradigm underlie terminology referring to autism. The present proof-of-concept study conducted a critical discourse analysis of the terminology (i.e.,…

Educators who take an inclusive, anti-ableist stance value human variation. Teaching in pursuit of anti-ableism requires open dialogue about aspects of human diversity, complex social identities, and the contributions of people with disabilities. In this column, we build from the rich work exploring ableism via children's literature in order to…

Adolescence is a critical developmental period that is marked by drastic changes in face recognition, which are reflected in patterns of bias (i.e., superior recognition for some individuals compared to others). Here, we evaluate how race is perceived during face recognition and whether adolescents exhibit an own-race bias (ORB). We conducted a…

We describe our decision points to disclose parts of our personal selves while building trust with vulnerable populations in schools during ethnographic studies. Finding how our subjective identities were similar to and different than those of our participants helped us to better understand the participants' lives. We argue in this article that…

Background: Despite literature recognising the huge potential of co-production as a positive approach to evidence creation, there is a dearth of evidence about how co-production principles can problematise knowledge exchange, specifically in evaluation work. Aims: To critically examine three evaluation projects commissioned by voluntary sector…