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Using Machine Learning to Detect SMART Model Cognitive Operations in Mathematical Problem-Solving Process
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Zhang, Jiayi; Andres, Juliana Ma. Alexandra L.; Hutt, Stephen; Baker, Ryan S.; Ocumpaugh, Jaclyn; Nasiar, Nidhi; Mills, Caitlin; Brooks, Jamiella; Sethuaman, Sheela; Young, Tyron – Journal of Educational Data Mining, 2022
Self-regulated learning (SRL) is a critical component of mathematics problem-solving. Students skilled in SRL are more likely to effectively set goals, search for information, and direct their attention and cognitive process so that they align their efforts with their objectives. An influential framework for SRL, the SMART model (Winne, 2017),…
Descriptors: Problem Solving, Mathematics Instruction, Learning Management Systems, Learning Analytics
The Role of Interactions between Student and Classroom Context in Developing Adaptive Self-Efficacy in One Sixth-Grade Mathematics Classroom
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Yetkin Ozdemir, I. Elif; Pape, Stephen J. – School Science and Mathematics, 2013
Research and theory suggest several instructional practices that could enhance student self-efficacy. However, little is known about the ways these instructional practices interact with individual students to create opportunities or challenges for developing adaptive self-efficacy. In this study, we focused on two sources of efficacy, mastery…
Descriptors: Teaching Methods, Context Effect, Classroom Environment, Self Efficacy