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Autor/inn/enKim, Yoon Jeon; Knowles, Mariah A.; Scianna, Jennifer; Lin, Grace; Ruipérez-Valiente, José A.
TitelLearning Analytics Application to Examine Validity and Generalizability of Game-Based Assessment for Spatial Reasoning
QuelleIn: British Journal of Educational Technology, 54 (2023) 1, S.355-372 (18 Seiten)Infoseite zur Zeitschrift
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ZusatzinformationORCID (Kim, Yoon Jeon)
ORCID (Knowles, Mariah A.)
ORCID (Scianna, Jennifer)
ORCID (Lin, Grace)
ORCID (Ruipérez-Valiente, José A.)
Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN0007-1013
DOI10.1111/bjet.13286
SchlagwörterLearning Analytics; Validity; Generalizability Theory; Game Based Learning; Spatial Ability; Alternative Assessment; Psychometrics; Thinking Skills; Middle School Students; Gender Differences; Learner Engagement; Competence; Educational Games
AbstractGame-based assessment (GBA), a specific application of games for learning, has been recognized as an alternative form of assessment. While there is a substantive body of literature that supports the educational benefits of GBA, limited work investigates the validity and generalizability of such systems. In this paper, we describe applications of learning analytics methods to provide evidence for psychometric qualities of a digital GBA called Shadowspect, particularly to what extent Shadowspect is a robust assessment tool for middle school students' spatial reasoning skills. Our findings indicate that Shadowspect is a valid assessment for spatial reasoning skills, and it has comparable precision for both male and female students. In addition, students' enjoyment of the game is positively related to their overall competency as measured by the game regardless of the level of their existing spatial reasoning skills. (As Provided).
AnmerkungenWiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www.wiley.com/en-us
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2024/1/01
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