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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
S. Andrew Garbacz; Caleb Flack; Qi Huang; Anne Bowen; Elizabeth A. Stormshak; Laura Lee McIntyre – Grantee Submission, 2025
The purpose of this study was to examine the psychometric properties of the parent-report Short Form Positive Family Support Strengths and Needs Assessment (PFS-SaNA). The PFS-SaNA is designed to reduce the time and burden of collaborative mental health screening. Parents of 245 students in the Northwest completed the screener at third, fourth,…
Descriptors: Family Programs, Mental Health, Parents, Elementary School Students
How Grit-S Items Work in Measuring Growth: Focusing on Item Discrimination and Sensitivity to Change
Lim, Hyo Jin; Lee, Sora – Journal of Psychoeducational Assessment, 2023
This study investigates how sensitively the current grit measure (Grit-S) is able to reflect the differences between individuals (i.e. item discrimination) and change within individuals (i.e. sensitivity to change of items) using longitudinal data. Data from the Korean Children and Youth Panel Study 2018 of elementary (fourth grade) and middle…
Descriptors: Individual Differences, Change, Elementary School Students, Middle School Students
Ganime Aydin; Mehpare Saka; Jale Çakiroglu – Educational Policy Analysis and Strategic Research, 2024
The aims of this research were to examine the changes in the students' perceptions of engineers, engineering as a profession, learning of engineering design processes (EDP), awareness of engineering branches, and their future career choices through Engineering Design Process activities with the 5E learning model. Sixty disadvantaged students…
Descriptors: Elementary School Students, Middle School Students, Grade 4, Grade 5
Ivana Rochovska – Problems of Education in the 21st Century, 2024
In the context of education, motivation and self-regulation of learning are dominant issues. The degree of intrinsic and extrinsic motivation to learn is related to students' academic achievement and literacy development. This study aimed to research the regulatory styles and motivation to learn among homeschooled students, with a particular focus…
Descriptors: Foreign Countries, Home Schooling, Student Motivation, Independent Study
Kelly C. Berthiaume; Selcuk Acar; Denis Dumas – Grantee Submission, 2024
Despite decades of research, the creative process remains to be fully understood, and most theories and empirical evidence focus on adults' creativity. Without understanding children's creative processes, the generalizability of these theories is questionable, which is crucial for teaching, learning, and parenting. However, studying children's…
Descriptors: Elementary School Students, Middle School Students, Grade 3, Grade 4
Alex Seeskin; Thomas Massion; Alexandra Usher – University of Chicago Consortium on School Research, 2022
The elementary and middle years give educators a profound opportunity to impact students' long-term outcomes: in this research, students with strong grades and attendance in elementary school were more likely to graduate high school and enroll in college than their peers. Although some Chicago Public Schools (CPS) elementary schools use CPS's…
Descriptors: Elementary School Students, Outcomes of Education, Grade 3, Grade 4
Susana Claro; Susanna Loeb – Educational Researcher, 2024
Previous research provides evidence that developing a growth mindset--believing that one's capabilities can improve--promotes academic achievement. Although this phenomenon has undergone prior study in a representative sample of ninth graders in the United States, it has not been studied in representative samples of other grade levels or with…
Descriptors: Student Attitudes, Individual Development, School Districts, Academic Achievement
Kelly B. Cartwright; Sierra R. Palian – Educational Psychologist, 2024
Theoretical perspectives within disciplinary fields are often characterized by initially dichotomous frameworks that become more integrative over time. Indeed, popular discourse on the Science of Reading emphasizes dichotomous contributions of word reading and language comprehension to reading. Yet, these skill sets are inherently complex,…
Descriptors: Executive Function, Reading Instruction, Grade 1, Grade 2
Amelia Baldwin – ProQuest LLC, 2024
This quantitative, correlational study aimed to investigate the relationships between collective teacher efficacy (CTE), its enabling conditions (EC-CTE), and student achievement in third through eighth grades in Colorado. Leveraging the theoretical foundations established by Rotter (1954), Bandura (1977) and expanded by Tschannen-Moran et al.…
Descriptors: Teacher Effectiveness, Grade 3, Grade 4, Grade 5
Jee Sun Lee; Brian Holzman; Aimee Chin – Houston Education Research Consortium, 2024
Las Americas Middle School is a newcomer program within Houston Independent School District (HISD) that serves students in Grades 4 through 8 who have been in the U.S. for less than one year. As a non-zoned school of choice, Las Americas has no attendance boundary, meaning that students and families must opt to enroll in the school. This brief…
Descriptors: Middle School Students, Immigrants, English (Second Language), English Language Learners
Daijiazi Tang; Andrew N. Meltzoff; Sapna Cheryan; Weihua Fan; Allison Master – Developmental Psychology, 2024
Gender stereotypes about science, technology, engineering, and math (STEM) are salient for children and adolescents and contribute to achievement-related disparities and inequalities in STEM participation. However, few studies have used a longitudinal design to examine changes in gender stereotypes across a range of STEM fields. In a large,…
Descriptors: Sex Stereotypes, STEM Careers, STEM Education, Grade 2
Gerald Tindal; Joseph F. T. Nese – Behavioral Research and Teaching, 2024
We present two types of validity evidence to support inferences and decisions about use of easyCBMs in relation to state testing programs. The first type involves the use of Benchmarks in reading to use in making predictions of performance on the Smarter Balanced (SB) test. These predictions can be made both well in advance (several months) or…
Descriptors: Classification, Accuracy, Validity, Criteria
Patrick K. Kirkland; Claire Guang; Chineme Otuonye; Nicole M. McNeil – Journal of Numerical Cognition, 2024
Students who exhibit mature number sense make sense of numbers and operations, use reasoning to notice patterns, and flexibly choose effective problem-solving strategies (McIntosh et al., 1997, https://ro.ecu.edu.au/ecuworks/6819). Due to its dispositional nature, mature number sense is typically measured through in-depth interviews or tests of…
Descriptors: Number Concepts, Thinking Skills, Mathematical Concepts, Multiple Choice Tests