Predictors of middle school students’ perceptions of automated writing evaluation

Article Status
Published
Authors/contributors
Title
Predictors of middle school students’ perceptions of automated writing evaluation
Abstract
This study examined middle school students' perceptions of an automated writing evaluation (AWE) system, MI Write. We summarize students' perceptions of MI Write's usability, usefulness, and desirability both quantitatively and qualitatively. We then estimate hierarchical entry regression models that account for district context, classroom climate, demographic factors (i.e., gender, special education status, limited English proficiency status, socioeconomic status, grade), students' writing-related beliefs and affect, and students' writing proficiency as predictors of students' perceptions. Controlling for districts, students reporting more optimal classroom climate also reported higher usability, usefulness, and desirability for MI Write. Also, model results revealed that eighth graders, students with limited English proficiency, and students of lower socioeconomic status perceived MI Write relatively more useable; students with lower socioeconomic status also perceived MI Write relatively more useful and desirable. Students who liked writing more and more strongly believed that writing is a recursive process viewed MI Write as more useable, useful, and desirable. Students with greater writing proficiency viewed MI Write as less useable and useful; writing proficiency was not related to desirability perceptions. We conclude with a discussion of implications and future directions.
Publication
Computers & Education
Volume
211
Pages
104985
Date
2024-04-01
Journal Abbr
Comput. Educ.
ISSN
0360-1315
Accessed
30/12/2023, 18:52
Library Catalogue
ScienceDirect
Extra
<AI Smry>: Examination of middle school students' perceptions of an automated writing evaluation (AWE) system, MI Write, revealed that eighth graders, students with limited English proficiency, and students of lower socioeconomic status perceived MI Write relatively more useable; students with lower socioeconomic status also perceived MI Write relatively more useful and desirable. PMID: 38562432
Citation
Wilson, J., Zhang, F., Palermo, C., Cordero, T. C., Myers, M. C., Eacker, H., Potter, A., & Coles, J. (2024). Predictors of middle school students’ perceptions of automated writing evaluation. Computers & Education, 211, 104985. https://doi.org/10.1016/j.compedu.2023.104985
Empirical studies
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