Integrating Youth Perspectives into the Design of AI-Supported Collaborative Learning Environments

This study highlights how middle schoolers discuss the benefits and drawbacks of AI-driven conversational agents in learning. Using thematic analysis of focus groups, we identified five themes in students' views of AI applications in education. Students recognized the benefits of AI in making l...

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Bibliographic Details
Main Authors: Megan Humburg (Author), Dalila Dragnić-Cindrić (Author), Cindy E. Hmelo-Silver (Author), Krista Glazewski (Author), James C. Lester (Author), Joshua A. Danish (Author)
Format: Book
Published: MDPI AG, 2024-10-01T00:00:00Z.
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042 |a dc 
100 1 0 |a Megan Humburg  |e author 
700 1 0 |a Dalila Dragnić-Cindrić  |e author 
700 1 0 |a Cindy E. Hmelo-Silver  |e author 
700 1 0 |a Krista Glazewski  |e author 
700 1 0 |a James C. Lester  |e author 
700 1 0 |a Joshua A. Danish  |e author 
245 0 0 |a Integrating Youth Perspectives into the Design of AI-Supported Collaborative Learning Environments 
260 |b MDPI AG,   |c 2024-10-01T00:00:00Z. 
500 |a 10.3390/educsci14111197 
500 |a 2227-7102 
520 |a This study highlights how middle schoolers discuss the benefits and drawbacks of AI-driven conversational agents in learning. Using thematic analysis of focus groups, we identified five themes in students' views of AI applications in education. Students recognized the benefits of AI in making learning more engaging and providing personalized, adaptable scaffolding. They emphasized that AI use in education needs to be safe and equitable. Students identified the potential of AI in supporting teachers and noted that AI educational agents fall short when compared to emotionally and intellectually complex humans. Overall, we argue that even without technical expertise, middle schoolers can articulate deep, multifaceted understandings of the possibilities and pitfalls of AI in education. Centering student voices in AI design can also provide learners with much-desired agency over their future learning experiences. 
546 |a EN 
690 |a artificial intelligence 
690 |a youth co-design 
690 |a socio-scientific issues 
690 |a Education 
690 |a L 
655 7 |a article  |2 local 
786 0 |n Education Sciences, Vol 14, Iss 11, p 1197 (2024) 
787 0 |n https://www.mdpi.com/2227-7102/14/11/1197 
787 0 |n https://doaj.org/toc/2227-7102 
856 4 1 |u https://doaj.org/article/594f1e2ba6774653bf643bed2294021e  |z Connect to this object online.