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Implications of Bias in Automated Writing Quality Scores for Fair and Equitable Assessment Decisions
Matta, Michael; Mercer, Sterett H.; Keller-Margulis, Milena A. – School Psychology, 2023
Recent advances in automated writing evaluation have enabled educators to use automated writing quality scores to improve assessment feasibility. However, there has been limited investigation of bias for automated writing quality scores with students from diverse racial or ethnic backgrounds. The use of biased scores could contribute to…
Descriptors: Bias, Automation, Writing Evaluation, Scoring
Implications of Bias in Automated Writing Quality Scores for Fair and Equitable Assessment Decisions
Michael Matta; Sterett H. Mercer; Milena A. Keller-Margulis – Grantee Submission, 2023
Recent advances in automated writing evaluation have enabled educators to use automated writing quality scores to improve assessment feasibility. However, there has been limited investigation of bias for automated writing quality scores with students from diverse racial or ethnic backgrounds. The use of biased scores could contribute to…
Descriptors: Bias, Automation, Writing Evaluation, Scoring
Çatak, Muzaffer – Journal of Education and Training Studies, 2019
It is necessary to determine the ways of success in order to achieve success. It can be said that it is essential to be aware of the factors that may cause failure to achieve success. Some students have certain prejudices against their classes. This study aims to reveal the prejudice and negative judgments which are thought to affect the failures…
Descriptors: Grade 5, Grade 6, Grade 7, Social Studies
Ericka S. Weathers – Urban Education, 2023
This study uses linear probability models with student and teacher fixed effects to assess whether the racial match between teachers and students affects "at-risk" ratings on a teacher-completed universal screener of student internalizing and externalizing behavior. The data are from a large, urban California school district. I find that…
Descriptors: Urban Schools, Grade 6, Grade 7, Grade 8
Hatchimonji, Danielle R.; Vaid, Esha; Linsky, Arielle C. V.; Nayman, Sam J.; Yuan, May; MacDonnell, Marisa; Elias, Maurice J. – International Journal of Emotional Education, 2022
In the current study, we sought to understand relations among the key intervention targets of social-emotional and character development (SECD) interventions: character virtues, Positive Purpose, and social-emotional learning (SEL). Sixth, seventh, and eighth grade students (n = 1011, ages 11 to 16, M = 12.94, SD = 1.00) from five urban middle…
Descriptors: Social Emotional Learning, Values Education, Intervention, Moral Development
Lee, Eunju J. – Educational Psychology, 2021
The present study investigated whether self-estimation bias in maths competence was associated with motivational costs or benefits, concurrently and prospectively, and whether these associations depended on students' achievement levels. Participants were 2,807 seventh grade students who were reassessed after 2 years to examine the longitudinal…
Descriptors: Self Evaluation (Individuals), Self Efficacy, Competence, Bias
Riley, Tasha; Ungerleider, Charles – Action in Teacher Education, 2019
Grading and the interpretation of grades are inextricable facets of teachers' work. Nonetheless, teachers find it challenging to explain the inferences they draw from grades and the decisions they make based upon grades. This article explores teachers' thinking about the grades assigned by their peers. This study used a think-aloud task in which…
Descriptors: Grades (Scholastic), Teacher Attitudes, Decision Making, Report Cards
Grigg, Jeffrey – Society for Research on Educational Effectiveness, 2015
The United States is a mobile society, and many children are caught up in currents of residential and school mobility. According to the Early Childhood Longitudinal Study, 31% of eighth grade students in 2007 had changed schools three or more times since the beginning of kindergarten. Mobile students offer potential insight into the influences of…
Descriptors: Longitudinal Studies, Student Mobility, Scores, Grade Point Average
Lockwood, J. R.; Castellano, Katherine E. – Grantee Submission, 2015
This article suggests two alternative statistical approaches for estimating student growth percentiles (SGP). The first is to estimate percentile ranks of current test scores conditional on past test scores directly, by modeling the conditional cumulative distribution functions, rather than indirectly through quantile regressions. This would…
Descriptors: Statistical Analysis, Achievement Gains, Academic Achievement, Computation
Cairns, Kate – Gender and Education, 2014
Girls' studies have made an important contribution to the literature on subjectivity and schooling in neoliberal times; however, girlhood studies within Western contexts remain predominantly urban in focus. This article brings an analysis of place to debates about gendered subjectivity formation by exploring gendered patterns within rural…
Descriptors: Foreign Countries, Rural Areas, Females, Womens Studies
Weeks, Murray; Ooi, Laura L.; Coplan, Robert J. – Journal of Early Adolescence, 2016
Shy children display wariness in unfamiliar social situations and often experience feelings of social anxiety. This study explored the potential mediating role of cognitive biases in the link between shyness and social anxiety in early adolescence. In particular, we focused on judgments of the probability and cost of negative social situations…
Descriptors: Psychological Patterns, Probability, Early Adolescents, Bias
Gómez, David M.; Jiménez, Abelino; Bobadilla, Roberto; Reyes, Cristián; Dartnell, Pablo – North American Chapter of the International Group for the Psychology of Mathematics Education, 2014
The application to rational numbers of the procedures and intuitions proper of natural numbers is known as Natural Number Bias. Research on the cognitive foundations of this bias suggests that it stems not from a lack of understanding of rational numbers, but from the way the human mind represents them. In this work, we presented a fraction…
Descriptors: Fractions, Mathematics Instruction, Grade 5, Grade 6
Stevenson, Nathan A.; Reed, Deborah K.; Tighe, Elizabeth L. – Psychology in the Schools, 2016
To provide timely and effective supports for students reading below grade level, schools require methods for quickly and accurately identifying those students in need. One method for identifying those students is through universal screening. Assessments such as oral reading fluency (ORF) and Maze reading comprehension are commonly used as…
Descriptors: Special Education, Middle School Students, Socioeconomic Status, Oral Reading
Klein, Perry D.; Ehrhardt, Jacqueline S. – Alberta Journal of Educational Research, 2015
Argumentation can contribute significantly to content area learning. Recent research has raised questions about the effects of discussion (deliberation) goals versus persuasion (disputation) goals on reasoning and learning. This is the first study to compare the effects of these writing goals on individual writing to learn. Grade 7 and 8 students…
Descriptors: Persuasive Discourse, Discussion, Student Educational Objectives, Abstract Reasoning
Murphy, Daniel L.; Beretvas, S. Natasha – Applied Measurement in Education, 2015
This study examines the use of cross-classified random effects models (CCrem) and cross-classified multiple membership random effects models (CCMMrem) to model rater bias and estimate teacher effectiveness. Effect estimates are compared using CTT versus item response theory (IRT) scaling methods and three models (i.e., conventional multilevel…
Descriptors: Teacher Effectiveness, Comparative Analysis, Hierarchical Linear Modeling, Test Theory
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