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ERIC Number: EJ1209808
Record Type: Journal
Publication Date: 2019-May
Pages: 12
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0731-9487
The Potential for Automated Text Evaluation to Improve the Technical Adequacy of Written Expression Curriculum-Based Measurement
Mercer, Sterett H.; Keller-Margulis, Milena A.; Faith, Erin L.; Reid, Erin K.; Ochs, Sarah
Learning Disability Quarterly, v42 n2 p117-128 May 2019
Written-expression curriculum-based measurement (WE-CBM) is used for screening and progress monitoring students with or at risk of learning disabilities (LD) for academic supports; however, WE-CBM has limitations in technical adequacy, construct representation, and scoring feasibility as grade-level increases. The purpose of this study was to examine the structural and external validity of automated text evaluation with Coh-Metrix versus traditional WE-CBM scoring for narrative writing samples (7-min duration) collected in fall and winter from 144 second- through fifth-grade students. Seven algorithms were applied to train models of Coh-Metrix and traditional WE-CBM scores to predict holistic quality of the writing samples as evidence of structural validity; then, external validity was evaluated via correlations with rated quality on other writing samples. Key findings were that (a) structural validity coefficients were higher for Coh-Metrix compared with traditional WE-CBM but similar in the external validity analyses, (b) external validity coefficients were higher than reported in prior WE-CBM studies with holistic or analytic ratings as a criterion measure, and (c) there were few differences in performance across the predictive algorithms. Overall, the results highlight the potential use of automated text evaluation for WE-CBM scoring. Implications for screening and progress monitoring are discussed.
SAGE Publications and Hammill Institute on Disabilities. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: http://sagepub.com
Publication Type: Journal Articles; Reports - Research
Education Level: Early Childhood Education; Elementary Education; Grade 2; Primary Education; Grade 3; Grade 4; Intermediate Grades; Grade 5; Middle Schools
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A