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Fan, Yizhou; van der Graaf, Joep; Lim, Lyn; Rakovic, Mladen; Singh, Shaveen; Kilgour, Jonathan; Moore, Johanna; Molenaar, Inge; Bannert, Maria; Gaševic, Dragan – Metacognition and Learning, 2022
Contemporary research that looks at self-regulated learning (SRL) as processes of learning events derived from trace data has attracted increasing interest over the past decade. However, limited research has been conducted that looks into the validity of trace-based measurement protocols. In order to fill this gap in the literature, we propose a…
Descriptors: Validity, Metacognition, Learning Strategies, Artificial Intelligence
Process Mining Techniques for Analysing Patterns and Strategies in Students' Self-Regulated Learning
Bannert, Maria; Reimann, Peter; Sonnenberg, Christoph – Metacognition and Learning, 2014
Referring to current research on self-regulated learning, we analyse individual regulation in terms of a set of specific sequences of regulatory activities. Successful students perform regulatory activities such as analysing, planning, monitoring and evaluating cognitive and motivational aspects during learning not only with a higher frequency…
Descriptors: Metacognition, Learning Strategies, Learning Processes, Verbal Communication
Schellings, Gonny – Metacognition and Learning, 2011
This article discusses measuring learning strategies by means of questionnaires. In "multi-method" research, in which think-aloud measures are compared with questionnaires, low or moderate correlations are found. A conclusion often drawn is that learners are not able to verbally report on their learning activities. Alternative explanations concern…
Descriptors: Protocol Analysis, Learning Strategies, Cognitive Style, Questionnaires
Schellings, Gonny L. M.; Broekkamp, Hein – Metacognition and Learning, 2011
Self-regulated learning has been described as an adaptive process: students adapt their learning strategies for attaining different learning goals. In order to be adaptive, students must have a clear notion of what the task requirements consist of. Both trace data and questionnaire data indicate that students adapt study strategies in limited ways…
Descriptors: Student Attitudes, Protocol Analysis, Learning Strategies, Questionnaires
Muis, Krista R.; Franco, Gina M. – Metacognition and Learning, 2010
Relations were examined between epistemic profiles, metacognition, problem solving, and achievement in the context of learning in an educational psychology course. Two hundred thirty-one university students completed self-report inventories reflecting their epistemic profiles and use of metacognitive strategies, and were epistemically profiled as…
Descriptors: Educational Psychology, Protocol Analysis, Problem Solving, Metacognition
Ku, Kelly Y. L.; Ho, Irene T. – Metacognition and Learning, 2010
The need to cultivate students' use of metacognitive strategies in critical thinking has been emphasized in the related literature. The present study aimed at examining the role of metacognitive strategies in critical thinking. Ten university students with comparable cognitive ability, thinking disposition and academic achievement but with…
Descriptors: Protocol Analysis, Metacognition, Critical Thinking, Cognitive Ability