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ERIC Number: ED618924
Record Type: Non-Journal
Publication Date: 2019
Pages: 38
Abstractor: As Provided
ISBN: N/A
ISSN: EISSN-
EISSN: N/A
Available Date: N/A
Co-Designing a Real-Time Classroom Orchestration Tool to Support Teacher-AI Complementarity
Holstein, Kenneth; McLaren, Bruce M.; Aleven, Vincent
Grantee Submission
Involving stakeholders throughout the creation of new educational technologies can help ensure their usefulness and usability in real-world contexts. However, given the complexity of learning analytics (LA) systems, it can be challenging to meaningfully involve non-technical stakeholders throughout their design and development. This article reports on the iterative co-design, development, and classroom evaluation of Lumilo, a wearable, real-time awareness tool for teachers working in AI-enhanced K-12 classrooms. In the process, we argue that the co-design of LA systems requires "new kinds of prototyping methods." We introduce one of our own prototyping methods, REs, to address unique challenges of co-prototyping LA tools. This work presents the first end-to-end demonstration of how non-technical stakeholders can participate throughout the whole design process for a complex LA system--from early generative phases to the selection and tuning of analytics to evaluation in real-world contexts. We conclude by providing methodological recommendations for future LA co-design efforts. [This is the pre-publication version of an article published in "Journal of Learning Analytics" v6 n2 p27-52 2019 (ISSN 1929-7750). For the final published version of this article, see EJ1224130.]
Publication Type: Reports - Research
Education Level: Elementary Secondary Education; Junior High Schools; Middle Schools; Secondary Education
Audience: N/A
Language: English
Sponsor: Institute of Education Sciences (ED); National Science Foundation (NSF)
Authoring Institution: N/A
IES Funded: Yes
Grant or Contract Numbers: R305A180301; R305B150008; 1530726
Author Affiliations: N/A