Assessing Whether Students Seek Constructive Criticism: The Design of an Automated Feedback System for a Graphic Design Task

We introduce a choice-based assessment strategy that measures students’ choices to seek constructive feedback and to revise their work. We present the feedback system of a game we designed to assess whether students choose positive or negative feedback and choose to revise their posters in the conte...

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Veröffentlicht in:International journal of artificial intelligence in education 2017-09, Vol.27 (3), p.419-447
Hauptverfasser: Cutumisu, Maria, Blair, Kristen P., Chin, Doris B., Schwartz, Daniel L.
Format: Artikel
Sprache:eng
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Zusammenfassung:We introduce a choice-based assessment strategy that measures students’ choices to seek constructive feedback and to revise their work. We present the feedback system of a game we designed to assess whether students choose positive or negative feedback and choose to revise their posters in the context of a poster design task, where they learn graphic design principles from feedback. We then describe an empirical study that sampled one hundred and six students from a US middle school to evaluate the feedback system. We make the following contributions: (1) describe the design and implementation of a novel feedback system embedded in an assessment game, Posterlet, (2) outline an approach to analyze graphic design principles automatically to provide contextual feedback in a novel poster design domain, (3) show that choices to seek negative feedback and to revise correlate with in-game performance, and most importantly, (4) show that choices correlate with in-school achievement: the choice to revise correlated with both in-school performance measures (Science and Mathematics grades), while the choice to seek negative feedback correlated with students’ prior standardized scores in Mathematics.
ISSN:1560-4292
1560-4306
DOI:10.1007/s40593-016-0137-5