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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
Martin, Alisha – ProQuest LLC, 2022
Purpose: The overarching purpose of this journal-ready dissertation was to determine the degree to which differences existed in Grade 4 STAAR Writing performance by student economic status, gender, and language status. In the first article, the purpose was to investigate the extent to which student economic status (i.e., Not Poor, Moderately Poor,…
Descriptors: Elementary School Students, Writing Achievement, Socioeconomic Status, Gender Differences
Keller-Margulis, Milena A.; Mercer, Sterett H.; Matta, Michael – Reading and Writing: An Interdisciplinary Journal, 2021
Existing approaches to measuring writing performance are insufficient in terms of both technical adequacy as well as feasibility for use as a screening measure. This study examined the validity and diagnostic accuracy of several approaches to automated text evaluation as well as written expression curriculum-based measurement (WE-CBM) to determine…
Descriptors: Writing Evaluation, Validity, Automation, Curriculum Based Assessment
Keller-Margulis, Milena A.; Mercer, Sterett H.; Matta, Michael – Grantee Submission, 2021
Existing approaches to measuring writing performance are insufficient in terms of both technical adequacy as well as feasibility for use as a screening measure. This study examined the validity and diagnostic accuracy of several approaches to automated text evaluation as well as written expression curriculum-based measurement (WE-CBM) to determine…
Descriptors: Writing Evaluation, Validity, Automation, Curriculum Based Assessment
Robai N. Werunga; Ya-yu Lo – Journal of Emotional and Behavioral Disorders, 2024
Teachers of students with emotional and behavioral disorders (EBD) often struggle with simultaneously meeting students' writing and behavioral needs. Building on existing Self-Regulated Strategy Development (SRSD) literature, this study investigated the collateral effects of SRSD with social skills prompts on the writing outcomes and problem…
Descriptors: Elementary School Students, Grade 3, Grade 4, Grade 5
Valentine, Katherine A.; Truckenmiller, Adrea J.; Troia, Gary A.; Aldridge, Sydney – Grantee Submission, 2021
Understanding students' progress towards meeting grade-level expectations within an academic year is the goal of many education stakeholders so that they can make decisions to adjust instruction and improve students' learning trajectories. The purpose of this study was to explore 4th and 5th grade students' progress towards meeting expectations in…
Descriptors: Elementary School Students, Grade 4, Grade 5, Writing Skills
Youmi Suk; Peter M. Steiner; Jee-Seon Kim; Hyunseung Kang – Society for Research on Educational Effectiveness, 2021
Background/Context: Regression discontinuity (RD) designs are used for policy and program evaluation where subjects' eligibility into a program or policy is determined by whether an assignment variable (i.e., running variable) exceeds a pre-defined cutoff. Under a standard RD design with a continuous assignment variable, the average treatment…
Descriptors: Educational Policy, Eligibility, Cutting Scores, Testing Accommodations
Cato, Heather; Walker, Katie – Journal of Language and Literacy Education, 2022
Standardized testing and accountability are currently unavoidable components of Texas Public Education. Through years of push-back, parents and educators have demanded that Texas consider alternative testing options that would reduce the high-stakes testing burden on students and schools. In 2015, the State of Texas passed legislation requiring…
Descriptors: Writing Evaluation, Writing Instruction, Pedagogical Content Knowledge, State Legislation