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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
Thijs, Jochem; Miklikowska, Marta; Bosman, Rianne – Developmental Psychology, 2023
This longitudinal study (three waves across a school year) investigated the links between children's motivations to respond without prejudice and their ethnic outgroup attitudes at the between-person level (means and changes over time) and the within-person level (time-specific fluctuations). Participants were 945 ethnic majority students…
Descriptors: Foreign Countries, Children, Grade 3, Grade 4
Denis Dumas; Selcuk Acar; Kelly Berthiaume; Peter Organisciak; David Eby; Katalin Grajzel; Theadora Vlaamster; Michele Newman; Melanie Carrera – Grantee Submission, 2023
Open-ended verbal creativity assessments are commonly administered in psychological research and in educational practice to elementary-aged children. Children's responses are then typically rated by teams of judges who are trained to identify original ideas, hopefully with a degree of inter-rater agreement. Even in cases where the judges are…
Descriptors: Elementary School Students, Grade 3, Grade 4, Grade 5
Zelexis Arabia Croffie – ProQuest LLC, 2024
This action research study sought to examine ways to narrow the racial discipline gap in South Carolina's elementary schools. Employing both the Critical Race Theory and BlackCrit in schools as the theoretical frameworks, the research delved into the narratives of teachers in grades 3rd through 5th, exploring their encounters with school-based…
Descriptors: Discipline, Educational Practices, Racial Factors, Elementary Schools
Gao, Niu; Semykina, Anastasia – Journal of Research on Educational Effectiveness, 2021
Inappropriate treatment of missing data may introduce bias into the value-added estimation. We consider a commonly used value-added model (VAM), which includes the past student test score as a covariate. We formulate a joint model of student achievement and missing data, in which the probability of observing a test score depends on observing the…
Descriptors: Value Added Models, Elementary School Teachers, Computation, Scores
Bergold, Sebastian; Weidinger, Anne F.; Steinmayr, Ricarda – Journal of Educational Psychology, 2022
Teacher judgments impact on students' academic development, yet studies have revealed only modest judgment accuracy. Identifying biases hampering judgment accuracy is crucial. The present study scrutinized one such bias, namely reference group effects on teacher judgments (i.e., systematic relations between class-average ability and teacher…
Descriptors: Bias, Teacher Attitudes, Reading Comprehension, Mathematics
Tracy Piazzon Gordon – ProQuest LLC, 2023
The present qualitative case study examined the perceived effects of gifted teachers' perceptions on gifted students' engagement in the general education classroom. The study focused on how these perceptions affected how gifted teachers present academics to gifted students, particularly those not engaged in the lessons proposed by the teacher. The…
Descriptors: Gifted Education, Teacher Attitudes, Academically Gifted, General Education
Contini, Dalit; Cugnata, Federica – Large-scale Assessments in Education, 2020
The development of international surveys on children's learning like PISA, PIRLS and TIMSS--delivering comparable achievement measures across educational systems--has revealed large cross-country variability in average performance and in the degree of inequality across social groups. A key question is whether and how institutional differences…
Descriptors: International Assessment, Achievement Tests, Scores, Family Characteristics
Bitler, Marianne; Corcoran, Sean; Domina, Thurston; Penner, Emily – National Bureau of Economic Research, 2019
Estimates of teacher "value-added" suggest teachers vary substantially in their ability to promote student learning. Prompted by this finding, many states and school districts have adopted value-added measures as indicators of teacher job performance. In this paper, we conduct a new test of the validity of value-added models. Using…
Descriptors: Teacher Effectiveness, Academic Achievement, Value Added Models, Validity
Engzell, Per – Sociological Methods & Research, 2021
In studies of educational achievement, students' self-reported number of books in the family home is a frequently used proxy for social, cultural, and economic background. Absent hard evidence about what this variable captures or how well, its use has been motivated by strong associations with student outcomes. I show that these associations rest…
Descriptors: Educational Research, Research Problems, Books, Socioeconomic Background
Garcia, Elisa B.; Sulik, Michael J.; Obradovic, Jelena – Journal of Educational Psychology, 2019
Teacher-report is commonly used to assess executive functions (EFs) in schools, but teachers' perceptions of EF skills may be biased by students' demographic characteristics. In this short-term longitudinal study, we assessed whether students' gender, ethnicity, and English language learner (ELL) status predicted teachers' reports of students'…
Descriptors: Teacher Attitudes, Executive Function, Gender Differences, Ethnicity
Samson, Jennifer E.; Wehby, Joseph H. – Psychology in the Schools, 2019
Hostile attribution bias (HAB) has been shown to predict aggressive behavior, especially toward peers. The current study examined whether HAB is also related to conflict with teachers, an important predictor of academic and social success in school-aged children. A total of 282 second to fourth grade boys in 74 classrooms completed a self-report…
Descriptors: Childhood Attitudes, Attribution Theory, Teacher Behavior, Intention
Caro, Daniel H.; Kyriakides, Leonidas; Televantou, Ioulia – Assessment in Education: Principles, Policy & Practice, 2018
Omitted prior achievement bias is pervasive in international assessment studies and precludes causal inference. For example, reported negative associations between student-oriented teaching strategies and student performance are against expectations and might actually reflect omitted prior achievement bias. Namely, that these teaching strategies…
Descriptors: Achievement Tests, Foreign Countries, International Assessment, Grade 4
Braithwaite, David W.; Siegler, Robert S. – Grantee Submission, 2017
Many students' knowledge of fractions is adversely affected by whole number bias, the tendency to focus on the separate whole number components (numerator and denominator) of a fraction rather than on the fraction's integrated magnitude (ratio of numerator to denominator). Although whole number bias appears early in the fraction learning process…
Descriptors: Numbers, Bias, Fractions, Age Differences