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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
Naturalistic Observations of Metacognition in Engineering: Using Observational Methods to Study Metacognitive Engagement in Engineering
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McCord, Rachel E.; Matusovich, Holly M. – Journal of Engineering Education, 2019
Background: The use of metacognition is critical to learning, especially in fields such as engineering that involve problem-solving and difficult conceptual material. Due to limitations with current methodological approaches, new methods are needed to investigate engineering students' metacognitive engagement in learning situations that are…
Descriptors: Metacognition, Engineering Education, Problem Solving, Learning Processes
Peer Instruction in Chemistry Education: Assessment of Students' Learning Strategies, Conceptual Learning and Problem Solving
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Gok, Tolga; Gok, Ozge – Asia-Pacific Forum on Science Learning and Teaching, 2016
The aim of this research was to investigate the effects of peer instruction on learning strategies, problem solving performance, and conceptual understanding of college students in a general chemistry course. The research was performed students enrolled in experimental and control groups of a chemistry course were selected. Students in the…
Descriptors: Peer Teaching, Chemistry, Science Instruction, Learning Strategies
Turkish Primary School Students' Strategies in Solving a Non-Routine Mathematical Problem and Some Implications for the Curriculum Design and Implementation
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Erdogan, Abdulkadir – International Journal for Mathematics Teaching and Learning, 2015
Turkish primary mathematics curriculum emphasizes the role of problem solving for teaching mathematics and pays particular attention to problem solving strategies. Patterns as a subject and the use of patterns as a non-routine problem solving strategy are also emphasized in the curriculum. The primary purpose of this study was to determine how…
Descriptors: Foreign Countries, Primary Education, Elementary School Mathematics, Elementary School Students
A Metacognitive Approach to Pair Programming: Influence on Metacognitive Awareness
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Breed, Betty; Mentz, Elsa; van der Westhuizen, Gert – Electronic Journal of Research in Educational Psychology, 2014
Introduction: The research focused on metacognition in a collaborative learning setting. Based on a comprehensive literature study the researchers designed a metacognitive teaching-learning strategy for pair programmers. Our purpose was to investigate the influence of this metacognitive teaching-learning strategy during pair programming in an…
Descriptors: Metacognition, Cooperative Learning, Meta Analysis, Mixed Methods Research
Strategic Improvement of Mathematical Problem-Solving Performance of Secondary School Students Using Procedural and Conceptual Learning Strategies
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Adeleke, M. A. – Educational Research and Reviews, 2007
The paper examined the possibility of finding out if improvements in students' problem solving performance in simultaneous linear equation will be recorded with the use of procedural and conceptual learning strategies and in addition to find out which of the strategies will be more effective. The study adopted a pretest, post test control group…
Descriptors: Experimental Groups, Control Groups, Learning Strategies, Pretests Posttests