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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
Self-Regulated Learning Instruction and the Relationships among Self-Regulation, Reading Comprehension and Reading Problem Solving: PLS-SEM Approach
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Mohammadi, Roya Ranjbar; Saeidi, Mahnaz; Ahangari, Saeideh – Cogent Education, 2020
Self-regulated learning (SRL) strategies have gained a great prominence in second language reading comprehension; however, to have a comprehensive picture of their efficacy, this study investigated the significant relationships among SRL components, reading comprehension and reading problem solving. Moreover, it examined the effects of SRL…
Descriptors: Metacognition, Reading Strategies, Reading Comprehension, Second Language Learning
Associations between Self-Efficacy Beliefs, Self-Regulated Learning Strategies, and Students' Performance on Model-Eliciting Tasks: An Examination of Direct and Indirect Effects
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Sharma, Anu – ProQuest LLC, 2013
Mathematics education currently emphasizes engaging students in mathematical modeling to understand problems of everyday life and society (Council of Chief State School Officers (CCSSO), 2010; English & Sriraman, 2010; Lesh & Zawojewski, 2007). The Common Core State Standards for mathematics also stress that high school students should…
Descriptors: Mathematics Education, Mathematical Models, Self Efficacy, Learning Strategies
Investigating the Experience of Outdoor and Adventurous Project Work in an Educational Setting Using a Self-Determination Framework
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Sproule, John; Martindale, Russell; Wang, John; Allison, Peter; Nash, Christine; Gray, Shirley – European Physical Education Review, 2013
The purpose of this study was to carry out a preliminary investigation to explore the use of outdoor and adventurous project work (PW) within an educational setting. Specifically, differences between the PW and normal academic school experiences were examined using a self-determination theory framework integrated with a goal orientation and…
Descriptors: Outdoor Education, Adventure Education, Physical Education, Questionnaires
Direct Instruction of Metacognition Benefits Adolescent Science Learning, Transfer, and Motivation: An In Vivo Study
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Zepeda, Cristina D.; Richey, J. Elizabeth; Ronevich, Paul; Nokes-Malach, Timothy J. – Journal of Educational Psychology, 2015
Prior studies have not tested whether an instructional intervention aimed at improving metacognitive skills results in changes to student metacognition, motivation, learning, and future learning in the classroom. We examined whether a 6-hr intervention designed to teach the declarative and procedural components of planning, monitoring, and…
Descriptors: Direct Instruction, Metacognition, Educational Benefits, Adolescents