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Designing AI systems to support a productive-failure-based learning: insights from adult learners on AI applications and AI system design principles

Published Online: 2026-06-23

Authors

Kim, Jinhee https://orcid.org/0000-0002-3365-7354
Lin, Xi

Yu, Seongryeong

Detrick, Rita
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Text and Data Mining valid from 2026-06-23

Version of Record valid from 2026-06-23
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Article History

Received: 25 September 2025

Accepted: 11 June 2026

First Online: 23 June 2026

Declarations

:

: The authors have no competing personal relationships that could have appeared to influence the work reported in this study.

: This study received ethical approval from the first author’s university’s Institutional Review Board (NO. 2121755–1).

: This study received informed consent from all participants.

: The author accepts responsibility for releasing this material for publication.

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