{"title":"How multiple levels of metacognitive awareness operate in collaborative problem solving","authors":"Ahsen Çini, Sanna Järvelä, Muhterem Dindar, Jonna Malmberg","doi":"10.1007/s11409-023-09358-7","DOIUrl":null,"url":null,"abstract":"Abstract Metacognitive awareness is knowing about learners’ own thinking and learning, facilitated by introspection and self-evaluation. Although metacognitive functions are personal, they cannot be explained simply by individual conceptions, especially in a collaborative group learning context. This study considers metacognitive awareness on multiple levels. It investigates how metacognitive awareness at the individual, social, and environmental levels are associated with collaborative problem solving (CPS). Seventy-seven higher education students collaborated in triads on a computer-based simulation about running a fictional company for 12 simulated months. The individual level of metacognitive awareness was measured using the Metacognitive Awareness Inventory. The social level of metacognitive awareness was measured multiple times during CPS through situated self-reports, that is, metacognitive judgements and task difficulty. The environmental level of metacognitive awareness was measured via a complex CPS process so that group members’ interactions were video recorded and facial expression data were created by post-processing video-recorded data. Perceived individual and group performance were measured with self-reports at the end of the CPS task. In the analysis, structural equation modelling was conducted to observe the relationships between multiple levels of metacognitive awareness and CPS task performance. Three-level multilevel modelling was also used to understand the effect of environmental-level metacognitive awareness. The results reveal that facial expression recognition makes metacognitive awareness visible in a collaborative context. This study contributes to research on metacognition by displaying both the relatively static and dynamic aspects of metacognitive awareness in CPS.","PeriodicalId":47385,"journal":{"name":"Metacognition and Learning","volume":null,"pages":null},"PeriodicalIF":3.9000,"publicationDate":"2023-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Metacognition and Learning","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s11409-023-09358-7","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0
Abstract
Abstract Metacognitive awareness is knowing about learners’ own thinking and learning, facilitated by introspection and self-evaluation. Although metacognitive functions are personal, they cannot be explained simply by individual conceptions, especially in a collaborative group learning context. This study considers metacognitive awareness on multiple levels. It investigates how metacognitive awareness at the individual, social, and environmental levels are associated with collaborative problem solving (CPS). Seventy-seven higher education students collaborated in triads on a computer-based simulation about running a fictional company for 12 simulated months. The individual level of metacognitive awareness was measured using the Metacognitive Awareness Inventory. The social level of metacognitive awareness was measured multiple times during CPS through situated self-reports, that is, metacognitive judgements and task difficulty. The environmental level of metacognitive awareness was measured via a complex CPS process so that group members’ interactions were video recorded and facial expression data were created by post-processing video-recorded data. Perceived individual and group performance were measured with self-reports at the end of the CPS task. In the analysis, structural equation modelling was conducted to observe the relationships between multiple levels of metacognitive awareness and CPS task performance. Three-level multilevel modelling was also used to understand the effect of environmental-level metacognitive awareness. The results reveal that facial expression recognition makes metacognitive awareness visible in a collaborative context. This study contributes to research on metacognition by displaying both the relatively static and dynamic aspects of metacognitive awareness in CPS.
期刊介绍：
The journal "Metacognition and Learning" addresses various components of metacognition, such as metacognitive awareness, experiences, knowledge, and executive skills.
Both general metacognition as well as domain-specific metacognitions in various task domains (mathematics, physics, reading, writing etc.) are considered. Papers may address fundamental theoretical issues, measurement issues regarding both quantitative and qualitative methods, as well as empirical studies about individual differences in metacognition, relations with other learner characteristics and learning strategies, developmental issues, the training of metacognition components in learning, and the teacher’s role in metacognition training. Studies highlighting the role of metacognition in self- or co-regulated learning as well as its relations with motivation and affect are also welcomed.
Submitted papers are judged on theoretical relevance, methodological thoroughness, and appeal to an international audience. The journal aims for a high academic standard with relevance to the field of educational practices.
One restriction is that papers should pertain to the role of metacognition in learning situations. Self-regulation in clinical settings, such as coping with phobia or anxiety outside learning situations, is beyond the scope of the journal.
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