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Geden, Michael; Emerson, Andrew; Carpenter, Dan; Rowe, Jonathan; Azevedo, Roger; Lester, James – International Journal of Artificial Intelligence in Education, 2021
Game-based learning environments are designed to provide effective and engaging learning experiences for students. Predictive student models use trace data extracted from students' in-game learning behaviors to unobtrusively generate early assessments of student knowledge and skills, equipping game-based learning environments with the capacity to…
Descriptors: Game Based Learning, Middle School Students, Microbiology, Secondary School Science
Stufft, Carolyn J.; von Gillern, Sam – Journal of Adolescent & Adult Literacy, 2021
This article explores the written reflections and multimodal analyses of 31 middle school students who engaged with video games as texts. For four consecutive days, students spent 30 minutes playing video games and then 30 minutes writing reflections on their experiences and perceptions, resulting in 124 total reflections. Students focused on how…
Descriptors: Learning Modalities, Learning Processes, Associative Learning, Game Based Learning
Cloude, Elizabeth B.; Carpenter, Dan; Dever, Daryn A.; Azevedo, Roger; Lester, James – Journal of Learning Analytics, 2021
Reflection is critical for adolescents' problem solving and learning in game-based learning environments (GBLEs). Yet challenges exist in the literature because most studies lack a theoretical perspective and clear operational definition to inform how and when reflection should be scaffolded during game-based learning. In this paper, we address…
Descriptors: Game Based Learning, Video Games, Learning Analytics, Microbiology