Metacognition and Motivation: The Role of Time-Awareness in Preparation for Future Learning
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Abstract (arXiv)
In this work, we investigate how two factors, metacognitive skills and motivation, would impact student learning across domains. More specifically, our primary goal is to identify the critical, yet robust, interaction patterns of these two factors that would contribute to students' performance in learning logic first and then their performance on a subsequent new domain, probability. We are concerned with two types of metacognitive skills: strategy-awareness and time-awareness, that is, which problem-solving strategy to use and when to use it. Our data were collected from 495 participants across three consecutive semesters, and our results show that the only students who consistently outperform their peers across both domains are those who are not only highly motivated but also strategy-aware and time-aware.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 17 Mar 2023.
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Citing papers per year: 2023: 4.
4 papers.
- 2023Leveraging Deep Reinforcement Learning for Metacognitive Interventions across Intelligent Tutoring Systemscited by 10
- 2023The Power of Nudging: Exploring Three Interventions for Metacognitive Skills Instruction across Intelligent Tutoring Systemscited by 3
- 2023Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfercited by 3
- 2023Bridging Declarative, Procedural, and Conditional Metacognitive Knowledge Gap Using Deep Reinforcement Learningcited by 1
- 2023Bridging Declarative, Procedural, and Conditional Metacognitive Knowledge Gap Using Deep Reinforcement Learning23 Apr 2023
- 2023Leveraging Deep Reinforcement Learning for Metacognitive Interventions across Intelligent Tutoring Systems17 Apr 2023
- 2023Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfer18 Mar 2023
- 2023The Power of Nudging: Exploring Three Interventions for Metacognitive Skills Instruction across Intelligent Tutoring Systems18 Mar 2023