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Fiona Hallett; Graham Hallett – British Journal of Special Education, 2025
This article explores the impact of teacher attitudes on the provision of Special Educational Needs (SEN) and the increasing trend of segregated educational settings. It introduces the concept of "Dysconscious ableism" to analyse how implicit biases and perceptions shape educational processes for children with SEN. By reflecting upon…
Descriptors: Teacher Education, Special Education, Educational Needs, Attitudes toward Disabilities
Sahil Luthra; Austin Luor; Adam T. Tierney; Frederic Dick; Lori L. Holt – npj Science of Learning, 2025
Humans implicitly pick up on probabilities of stimuli and events, yet it remains unclear how statistical learning builds expectations that affect perception. Across 29 experiments, we examine the influence of task-irrelevant distributions--defined across acoustic frequency--on both tone detection in noise and tone duration judgments. The shape and…
Descriptors: Probability, Statistics, Expectation, Auditory Perception
Juan F. Muñoz; Pablo J. Moya-Fernández; Encarnación Álvarez-Verdejo – Sociological Methods & Research, 2025
The Gini index is probably the most commonly used indicator to measure inequality. For continuous distributions, the Gini index can be computed using several equivalent formulations. However, this is not the case with discrete distributions, where controversy remains regarding the expression to be used to estimate the Gini index. We attempt to…
Descriptors: Bias, Educational Indicators, Equal Education, Monte Carlo Methods
Lara A. Wood – Social Development, 2025
Children acquire gender stereotypes at a young age and these subsequently influence cognition and behavior. Stereotypes may be learned through a child's direct observation of gender differences as well as perpetuated by inaccurate cultural depictions. Children's mass media, a cultural product, may be a powerful source of gender stereotype…
Descriptors: Sex Stereotypes, Films, Children, Animals
Latish C. Reed – Corwin, 2025
Amid a challenging political climate increasingly seeking to curtail DEI efforts, Latish C. Reed introduces the innovative Equity Empowerment Continuum (EEC), an introspective and systematic approach to understanding and addressing the complexities of equity in any organization. Dr. Reed offers personal insights and practical tools, demonstrating…
Descriptors: Equal Education, Student Diversity, Social Bias, Racism
Breanne E. Wylie; Deborah Z. Kamliot; Thomas D. Lyon; J. Zoe Klemfuss – Applied Cognitive Psychology, 2025
Children's understanding of the temporal terms "first," "before," and "after" has implications for describing experienced events, but has typically been studied by asking them to interpret described events. In this study, one hundred and one 3- to 6-year-olds completed two tasks. In the description task, children…
Descriptors: Language Processing, Preschool Children, Task Analysis, Bias
Gregory S. Phipps; S. Anandavalli; Yoon Suh Moh; Kalesha Jenkins – Counselor Education and Supervision, 2025
This manuscript introduces a Culturally Sensitive Research (CSR) framework that aligns with the Multicultural and Social Justice Counseling Competencies to guide ethical, inclusive counseling research practices. The framework aids researchers in addressing long-standing methodological biases while advocating for a paradigm shift toward equity and…
Descriptors: Cultural Awareness, Counseling Techniques, Social Justice, Research
Connie Barroso; Colleen M. Ganley; Amy Casanova – SAGE Open, 2025
Mathematics anxiety is an important negative emotion that can impact mathematics achievement. Clinical anxiety research suggests that cognitive biases, specifically negative interpretation bias, can lead to the development of anxiety. The goal of this study is to investigate negative interpretation bias in a mathematics context, whether gender…
Descriptors: Mathematics Anxiety, Bias, Gender Differences, Undergraduate Students
Susan Athey; Raj Chetty; Guido Imbens – National Bureau of Economic Research, 2025
Researchers increasingly have access to two types of data: (i) large observational datasets where treatment (e.g., class size) is not randomized but several primary outcomes (e.g., graduation rates) and secondary outcomes (e.g., test scores) are observed and (ii) experimental data in which treatment is randomized but only secondary outcomes are…
Descriptors: Observation, Research Problems, Bias, Data Science
Sonja Michaela Enzinger-Mühlbacher; Christian Dürnberger – Discover Education, 2025
Teaching socio-scientific issues (SSI) fosters students' ethical reasoning, yet many educators struggle with integrating these topics into science classrooms. This exploratory mixed-methods study investigates how ethical reflection influences adolescents' attitudes toward animal experimentation and their ethical orientations. The study involved 72…
Descriptors: Adolescent Attitudes, Animals, Ethics, Science and Society
Joan Middendorf; Ryan Comfort; Da'Ja' Askew; Selene Carter – New Directions for Teaching and Learning, 2025
This chapter demonstrates the possibilities when a Disrupting the Disciplines framework is used alongside the Decoding the Disciplines framework to directly address teaching bottlenecks related to racism, colonialism, and implicit bias. It describes the benefits of Disrupting interviews for exploring bottlenecks in classroom instructional…
Descriptors: Teaching Methods, Racism, Colonialism, Bias
Sarah Alahmadi; Christine E. DeMars – Journal of Educational Measurement, 2025
Inadequate test-taking effort poses a significant challenge, particularly when low-stakes test results inform high-stakes policy and psychometric decisions. We examined how rapid guessing (RG), a common form of low test-taking effort, biases item parameter estimates, particularly the discrimination and difficulty parameters. Previous research…
Descriptors: Guessing (Tests), Computation, Statistical Bias, Test Items
O'Donnell, Jennifer Lee – Gender and Education, 2022
This essay draws from four years of ethnographic fieldwork with women activists in self-defined Paulo Freirean-based popular education schools in Buenos Aires, Argentina. Rather than leaning on the traditions of education activism, modeled on Freire's class-based emancipatory vision, the women in this study sought to turn popular education's focus…
Descriptors: Ethnography, Activism, Feminism, Popular Education
Strohmeier, Dagmar; Gradinger, Petra; Yanagida, Takuya – Journal of Early Adolescence, 2022
This study investigated whether social position (e.g., gender, migration, family status), intrapersonal-level (e.g., online risk behaviors, motives of Internet use), interpersonal-level (e.g., victimization and bullying), family-level (e.g., parental mediation), and class-level (e.g., teachers' mediation, ethnic diversity) variables predict…
Descriptors: Foreign Countries, Adolescents, Females, Bias
Mayo, Cris – Teachers College Press, 2022
This second edition is essential reading for educators and other school community members who are navigating the increasingly complicated laws and legal rulings related to LGBTQ students, employees, and community members. It combines historical, contemporary, theoretical, and practical information to help educators address exclusionary practices…
Descriptors: LGBTQ People, At Risk Students, Social Bias, Racial Bias

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