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Descriptors:
Artificial Intelligence; Computer Simulation; Computer Mediated Communication; Intelligent Tutoring Systems; Pretests Posttests; Instructional Effectiveness; Learning Processes; Feedback (Response); Metacognition; Science Education; Scientific Concepts; Concept Mapping; Middle School Students; Scaffolding (Teaching Technique); Grade 8; Computer Assisted Instruction; Instructional Design; Comparative Analysis

Abstract:
Betty's Brain is an open-ended learning environment in which students learn about science topics by teaching a virtual agent named Betty through the construction of a visual causal map that represents the relevant science phenomena. The task is complex, and success requires the use of metacognitive strategies that support knowledge acquisition, causal map construction, and progress monitoring. Previous research has established that middle school students struggle at such tasks without proper scaffolding and feedback. In Betty's Brain, this feedback is provided by Betty and Mr. Davis, another virtual agent designed to provide guidance and suggestions as students work. This paper discusses our implementation of contextualized conversational (CC) feedback, and then presents the results of an experimental study exploring the effects of this feedback in two 8th-grade science classrooms. The results illustrate some advantages of the CC feedback in comparison with a baseline dialogue mechanism that presents similar strategies in a non-conversational, non-contextualized form. While both groups showed significant pre-to-post test learning gains, the difference in learning gains between the groups was not statistically significant. However, students who received CC feedback more often performed actions in accordance with the advised strategies, and they created higher quality causal maps. Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Learning Strategies; Learning Theories; Metacognition; Measures (Individuals); Self Control; Cooperative Learning; Goal Orientation; Reliability; Emotional Response; Learning Motivation

Abstract:
Self-regulated learning (SRL) research has conventionally relied on measures, which treat SRL as an aptitude. To study self-regulation and motivation in learning contexts as an ongoing adaptive process, situation-specific methods are needed in addition to static measures. This article presents an "Adaptive Instrument for Regulation of Emotions" aimed at accessing students' experiences of individual and socially shared regulation of emotions in a socially challenging learning situation. The instrument, grounded in self-regulated and socially regulated learning theory, comprises four interrelated components: the socio-emotional challenges experienced in a collaborative learning situation; individual and group-level attempts to regulate the immediate emotions evoked by the challenges; the personal goals; and goal attainment pursued in that situation. The theoretical foundation of the instrument and its components are outlined and some reliability issues illustrated. The limitations but also educational potential of the instrument to understand regulation of emotions in socially challenging learning situations are discussed. (Contains 4 tables.) Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Evidence; Anxiety Disorders; Models; Metacognition; Cognitive Restructuring; Behavior Modification; Therapy; Outcomes of Treatment; Research Needs

Abstract:
Cognitive-behavioural models and interventions for obsessive-compulsive disorder (OCD) have always included some metacognitive elements but until recently these have been predominantly construed of as cognitive as opposed to metacognitive processes. Increasingly, psychological models of OCD are now recognising the importance of metacognitive constructs in the maintenance and treatment of the disorder. Metacognitive models emphasise the importance of thinking processes, and thus represent a step away from traditional cognitive approaches which focused on the content of thoughts. This article reviews the current literature on metacognition in psychological models of OCD with an emphasis on: the role of metacognition in theoretical models of OCD and evidence to support this role; measures of metacognition in OCD; and, metacognitive treatment approaches for OCD and the evidence to support these approaches. The evidence indicates that metacognition has a key role in the aetiology of OCD. Treatment outcome research has indicated promising results, with several trials indicating clinically and statistically significant improvements using metacognitive-based approaches. However, there is a need for larger, controlled trials with longer follow-up periods to improve upon the methodological limitations of studies conducted to date. Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
Memory; Personality Traits; Semantics; Scoring; Cognitive Style; Personality; Metacognition; Task Analysis; Self Efficacy; Scores; Measures (Individuals); Correlation; Decision Making

Abstract:
In learning contexts, people need to make realistic confidence judgments about their memory performance. The present study investigated whether second-order judgments of first-order confidence judgments could help people improve their confidence judgments of semantic memory information. Furthermore, we assessed whether different personality and cognitive style constructs help explain differences in this ability. Participants answered 40 general knowledge questions and rated how confident they were that they had answered each question correctly. They were then asked to adjust the confidence judgments they believed to be most unrealistic, thus making second-order judgments of their first-order judgments. As a group, the participants did not increase the realism of their confidence judgments, but they did significantly increase their confidence for correct items. Furthermore, participants scoring high on an openness composite were more likely to display higher confidence after both the first- and second-order judgments. Moreover, participants scoring high on the openness and the extraversion composites were more likely to display higher levels of overconfidence after both the first- and second-order judgments. In general, however, personality and cognitive style factors showed only a weak relationship with the ability to modify the most unrealistic confidence judgments. Finally, the results showed no evidence that personality and cognitive style supported first- and second-order judgments differently. Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
Metacognition; Recall (Psychology); Time Management; Grade 3; Grade 5; Elementary School Students; Decision Making; Learning Strategies; Performance; Cognitive Development; Child Development; Measures (Individuals)

Abstract:
Middle childhood may be crucial for the development of metacognitive monitoring and study control processes. The first three experiments, using different materials, showed that Grade 3 and Grade 5 children exhibited excellent metacognitive resolution when asked to make delayed judgments of learning (JOLs, using an analogue scale) or binary judgments of knowing (JOKs, "know" or "don't know") without the target being present. (The delayed method used here also results in excellent metacognitive resolution in adults). In three subsequent experiments after making JOLs the children were asked to choose which items they would like to restudy to optimize learning. We then either honored or dishonored the children"s restudy choices, and tested their memory performance. In Experiment 4, honoring the children"s choices made no difference to final recall performance. Experiments 5 and 6 showed that when the computer, rather than the children, chose the items for restudy based on theoretical constraints proposed by the Region of Proximal Learning model of study time allocation, the children's recall performance improved. In all three experiments, Grade 3 children's choices were random. Whereas the Grade 5 children showed some indication of a metacognitively guided strategy of choosing the lowest JOL items for study, it did not, consistently, improve performance. Apparently, accurate metacognitive monitoring is largely in place in middle childhood, but is not yet converted into effective implementation strategies. This dissociation between metaknowledge and its implementation in choice behavior needs to be taken into account by educators aiming to design interventions to enhance learning in children at this age. Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
Accuracy; Control Groups; Reading Comprehension; Cues; Concept Mapping; College Students; Metacognition; Correlation

Abstract:
The ability to monitor the status of one's own understanding is important to accomplish academic tasks proficiently. Previous studies have shown that comprehension monitoring (metacomprehension accuracy) is generally poor, but improves when readers engage in activities that access valid cues reflecting their situation model (activities such as concept mapping or self-explaining). However, the question still remains as to which process, encoding or retrieving, causes the improvement of metacomprehension accuracy, and the findings of previous research on this matter have been inconsistent. This study examined whether college students' metacomprehension accuracy improves when they expect, at the time of reading, that they will explain the content later (active encoding) or when they actually generate an explanation (encoding plus active retrieving). In the experiments, college students read five texts. During reading, some students expected that they would generate explanations but did not actually generate them. In contrast, some students actually generated an explanation of the text after reading. All students then rated their comprehension of each text. Finally, they completed tests on the materials. Results of both studies revealed that metacomprehension accuracy, operationalized as the association between comprehension ratings and test performance, was greater for the group that actually generated explanations than for the expectancy or control groups. Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
Reading Tests; Reading Comprehension; Structural Equation Models; Ability; English (Second Language); Second Language Learning; Asians; College Students; Correlation; Questionnaires; Grammar; Learning Strategies; Metacognition; Role; Teaching Methods; Classification; Foreign Countries

Abstract:
This article investigates the relationships between test takers' strategy use and test performance on an EFL reading test. For this study 209 Chinese college students were invited to participate in a reading comprehension test and answer a 30-item strategy use questionnaire. Results showed that two factors underlay test takers' reading test performance: lexico-grammatical reading ability (LEX-GR) and text comprehension reading ability (TxtCOM). In addition, metacognitive strategy use had a significant and direct effect on cognitive strategy use, implying that the former performed an executive function over the latter. Monitoring strategies were found to have a significant effect on LEX-GR and evaluating strategies significantly affected TxtCOM, suggesting that metacognitive strategy use played an important role on the reading test. Pedagogical implications are also discussed. (Contains 6 tables, 6 figures, and 1 note.) Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
Memory; Attention; Transfer of Training; Learning Strategies; Task Analysis; Recall (Psychology); Role; Cues; Young Children; Fatigue (Biology); Metacognition

Abstract:
Three studies examined whether strategy utilization deficiencies emerge during transfer to two tasks that differ superficially from the main task but have the same underlying structural logic. In Experiment 1, children aged 4, 4 1/2, and 5 spontaneously produced selective attention strategies (or were prompted to do so) on a selective memory task. Although children of all ages transferred this strategy, recall declined on the transfer tasks, a pattern indicating a "transfer utilization deficiency." This pattern appeared whether children were initially strategic or became strategic after prompts. Individual and trial-by-trial analyses showed asynchronies between changes in strategic behavior and recall (e.g., increased strategy production but decreased recall), which indicate a utilization deficiency. Experiment 2 demonstrated this pattern in spontaneously strategic 4-year-olds, and, by systematically varying task order, eliminated the possibility that transfer tasks were simply more difficult. Experiment 3 eliminated the role of boredom or fatigue for spontaneously strategic 4- and 5-year-olds. Transfer tasks may generate uncertainty about whether and how to apply a strategy, leading to resource-demanding self-monitoring and thus utilization deficiencies. (Contains 4 figures.) Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
English for Academic Purposes; Foreign Countries; Reading Comprehension; Multiple Regression Analysis; Vocabulary Development; Reading Strategies; Comparative Analysis; Academic Achievement; Syntax; Metacognition; Predictor Variables; Native Language; Language of Instruction

Abstract:
As far as academic reading comprehension is concerned, a network of linguistic skills and strategies operate in a complex and integrated matter. Since it is impossible to examine all the factors affecting reading comprehension all at once, it is more reasonable to compare and contrast the predictive effects of specific variables against each other and elicit the role of each of them in determining academic performance. For this reason, the present study aims to investigate whether specifically the depth of vocabulary knowledge, syntactic awareness or metacognitive awareness was a more powerful predictor of academic reading comprehension. 45 students from the English Language Teaching Department in an English-medium foundation university in Turkey participated in the study. The results of multiple regression analysis revealed that with a sample of homogenous first language (L1) background learners, depth of vocabulary knowledge was not a strong predictor of academic reading comprehension for English for Academic Purposes (EAP) students. However, it was found that syntactic awareness was a significant predictor of academic reading comprehension in second language (L2) and of the investigated variables, metacognitive reading strategies have much to contribute to academic reading comprehension. (Contains 3 tables and 1 figure.) Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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Descriptors:
Factor Analysis; English (Second Language); International Schools; Learning Experience; Multilingualism; Second Language Learning; Metacognition; Prediction; Learning Strategies; Foreign Countries; Communicative Competence (Languages); Preschool Children; Elementary School Students

Abstract:
In a previous study, we demonstrated that the experience of learning a new language positively influences the metacognitive awareness of young plurilingual children in terms of willingness to communicate and strategic competence. In the present study, we expanded the analyses of the observations of 101 children to examine two hypotheses. First, we hypothesized that the strategies reported by the children would group into a limited number of strategic clusters. Second, we predicted that the children's awareness of strategies would depend not only on the experience of learning a new language but also on age. The factor analysis of the strategies used indicated three clusters, which we termed Speaker, Hearer, and External orientations. The analyses showed a significant effect of learning a new language in a formal context and after the age of four years, abbreviated LLE, that is Language Learning Experience, on the Speaker orientation. In addition, age showed a linear effect on the three identified clusters of strategies. These findings are highly relevant as they may help to shed light into why young plurilingual learners use strategies differently. (Contains 4 tables, 3 figures, and 1 note.) Note:The following two links are not-applicable for text-based browsers or screen-reading software. Show Hide Full Abstract

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