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1.
From a self-regulated learning perspective, adequate monitoring of own learning processes and outcomes is crucial to regulate one's own learning effectively. Research on metacognitive judgments, however, clearly indicates that students frequently overestimate their actual performance. Therefore, the present study with N = 209 undergraduate students aimed to support students in developing accurate judgments in order to improve learning processes and, eventually, performance. A quasi-experimental design with three conditions (metacognitive training, testing, and control) and five testing sessions was implemented. In addition to repeated testing plus individual feedback in the testing group, students in the metacognitive training group received psychoeducation, made item-specific judgments, and were given feedback. Over and above the positive effects of repeated testing, metacognitive training positively influenced several monitoring accuracy scores (bias, absolute accuracy, and specificity) and students' performance. Moreover, the metacognitive training group exhibited a nonlinear interindividual decrease in overconfidence. Overall, the study provided considerable evidence that monitoring accuracy and performance can be improved by means of judgment training. 相似文献
2.
Promoting general metacognitive awareness 总被引：28，自引：0，他引：28
I describe two aspects of metacognition, knowledge of cognition and regulation of cognition, and how they are related to domain-specific knowledge and cognitive abilities. I argue that metacognitive knowledge is multidimensional, domain-general in nature, and teachable. Four instructional strategies are described for promoting the construction and acquisition of metacognitive awareness. These include promoting general awareness, improving self-knowledge and regulatory skills, and promoting learning environments that are conducive to the construction and use of metacognition. 相似文献
3.
Domain-general cognitive knowledge has frequently been used to explain skill when domain-specific knowledge held in long-term memory may provide a better explanation. An emphasis on domain-general knowledge may be misplaced if domain-specific knowledge is the primary factor driving acquired intellectual skills. We trace the long history of attempts to explain human cognition by placing a primary emphasis on domain-general skills with a reduced emphasis on domain-specific knowledge and indicate how otherwise unintelligible data can be easily explained by assumptions concerning the primacy of domain-specific knowledge. That primacy can be explained by aspects of evolutionary educational psychology. Once the importance of domain-specific knowledge is accepted, instructional design theories and processes are transformed. 相似文献
4.
The target articles make significant advances in our understanding of students' judgments of their cognitive processes and products. In general, the advances are relative to a subset of common themes, which we call the four cornerstones of research on metacognitive judgments. We discuss how the target articles build on these cornerstones (judgment bases, judgment accuracy, judgment reliability, and control) and how they are relevant to improving student achievement. 相似文献
5.
This study examined the dimensionality of 10 different calibration measures using confirmatory factor analysis (CFA). The 10 measures were representative of five interpretative families of measures used to assess monitoring accuracy based on a 2 (performance) × 2 (monitoring judgment) contingency table. We computed scores for each of the measures using a common data set and compared one-, two-, and five-factor CFA solutions. We predicted that the two-factor solution corresponding to measures of specificity and sensitivity used to assess diagnostic efficiency would provide the best solution. This hypothesis was confirmed, yielding two orthogonal factors that explained close to 100% of sample variance. The remaining eight measures were intercorrelated significantly with the sensitivity and specificity factors, which explained between 91 and 99 percent of variance in each measure. The two-factor solution was consistent with two different explanations, including the possibility that metacognitive monitoring may utilize two different types of processes that rely on separate judgments of correct and incorrect performance, or may be sufficiently complex that a single measurement statistic fails to capture all of the variance in the monitoring process. Our findings indicated that no single measure explains all the variance in monitoring judgments. Implications for future research are discussed. 相似文献
6.
Nora Neuenhaus Cordula Artelt Klaus Lingel Wolfgang Schneider 《European Journal of Psychology of Education - EJPE》2011,26(2):163-178
The purpose of the present study was to investigate the structure of metacognitive knowledge in fifth grade pupils and its
relation to school achievement. Since the structure of metacognitive knowledge is controversially discussed with little empirical
evidence for either its domain specificity or its domain transferability, the debate remains somewhat hypothetical up to date.
In theory it is assumed that the development of metacognitive knowledge begins highly domain and situation-specific and becomes
more flexible and domain-transcending with practice and experience (Borkowski et al. 2000). As standardized measures to assess metacognitive knowledge of students in the age group under investigation were missing,
newly developed instruments were applied to assess the domain-specific metacognitive knowledge in reading and mathematics
as well as domain-transcending metacognitive knowledge. The influences of domain-specific and general metacognitive knowledge
on school achievement in the two domains were analyzed. While findings on the structure of metacognitive knowledge indicate
some degree of domain specificity, they also point out a strong relation between general metacognitive knowledge and domain-specific
metacognitive knowledge. The cross-sectional relation between metacognitive knowledge and academic achievement were relatively
low. Implications for future research will be discussed. 相似文献
7.
Krista R. Muis Gregory Trevors Melissa Duffy John Ranellucci Michael J. Foy 《Journal of Experimental Education》2016,84(2):264-288
The purpose of this study was to empirically scrutinize Muis, Bendixen, and Haerle's (2006) Theory of Integrated Domains in Epistemology framework. Secondary, college, undergraduate, and graduate students completed self-reports designed to measure their domain-specific and domain-general epistemic beliefs for mathematics, psychology, and general knowledge, respectively. Following completion of the questionnaires, students participated in an interview that further probed their epistemic beliefs to better understand the nature of their beliefs. Results from our study suggest students’ beliefs across domains are somewhat related but still unique to that particular domain. Moreover, analysis of the interviews revealed that students espouse general knowledge beliefs and domain-specific beliefs. Interestingly, students expressed absolutist beliefs about mathematics, but were multiplist in their stances toward psychology and general knowledge. When asked to provide examples that came to mind when reporting their beliefs, students frequently drew on their classroom experiences to explain why they held specific beliefs. We discuss theoretical implications. 相似文献
8.
Since its introduction in the late 1990s, the unskilled and unaware effect motivated several further studies. As it stands, low-performing students are assumed to provide inaccurate and overconfident performance judgments. However, as research with second-order judgments (SOJs) indicates, they apparently have some metacognitive awareness of this. The current study with 266 undergraduate students aimed to provide in-depth insights into both the reasons for (in)accurate performance judgments and the appropriateness of SOJs. We implemented a general linear mixed model (GLMM) approach to study item-specific performance judgments in the domain of mathematics at the person and item level. The analyses replicated the well-known effects. However, the GLMM analyses revealed that low-performing students’ lower confidence apparently did not indicate subjective awareness, given that these students made inappropriate SOJs (lower confidence in accurate than in inaccurate judgments). In addition, students’ self-generated explanations for their judgements indicated that low-performing students have difficulties recognizing that they possess topic knowledge to solve an item, whereas high-performing students struggle with admitting that they do not know the answer to a question. In sum, our results indicate that students at all performance levels have some metacognitive weaknesses, which, however, occur subject to different judgment accuracy. 相似文献
9.
This study investigates the relationships of domain-general cognitive abilities and domain-specific verbal and mathematical abilities to students' educational characteristics when two theoretically grounded, but competing structural models are applied. In the standard model, a single latent ability causes interindividual differences in the corresponding measures. In the nested-factor model, interindividual differences are caused by two independent cognitive abilities: general cognitive ability and domain-specific ability. The two models were examined using data from 29,386 ninth graders. The results show that findings on the relations between domain-specific abilities and students' socio-economic status, general school satisfaction, educational aspirations, domain-specific interests, and subject-specific grades may differ substantially depending on the structural model applied. Implications for educational research and measurement as well as for students' motivational and cognitive development are discussed. 相似文献
10.
Stephanie Pieschl 《Metacognition and Learning》2009,4(1):3-31
In this theoretical paper, I present a short critical review of research on calibration. Based on this conceptual analysis
I argue for two extensions of this construct: In addition to traditional applications, the methodology should be transferred
to also measure calibration between students’ metacognitive control processes (traditionally, only students’ metacognitive
judgments were considered) and important external criteria (traditionally, judgments were only compared to students’ own performance).
As an illustrative example, one application context will be highlighted where these proposed extensions would alleviate potential
problems with the traditional conceptualization: While students’ idiosyncratic task definitions constitute unwanted error
variance in the traditional account it would be possible to investigate them as a primary research question within this extended
notion. More specifically, it would be possible to investigate how well students’ learning processes match objective task
demands. I will put forward theoretical and empirical arguments in favor of these suggestions. 相似文献
11.
12.
Given recent concerns around boys’ literacy, this study examined multidimensional writing motivation and engagement among boys. We explored internal and external validity of 11 adaptive (e.g. self-efficacy for writing) and maladaptive (e.g. disengagement from writing) factors of writing motivation and engagement. The sample comprised 781 male Australian high school students (aged 11–18 years). We used confirmatory factor analysis and structural equation modelling to conduct our analyses. Results confirmed the internal structure of the factors and revealed that parent education, and to a lesser degree language background, predicted several motivation and engagement factors. In addition, the adaptive motivation and engagement factors were associated positively with several writing (e.g. enjoyment of writing) and literacy outcomes (e.g. literacy achievement), whereas the maladaptive factors tended to be negatively associated. Invariance was found in the associations among the motivation and engagement factors and the outcomes across several participant subgroups (e.g. by gender, language background). There was also measurement invariance between the study’s sample and five randomly drawn samples of students from archived data on domain-general academic motivation and engagement. Combined, our analyses shed light on a domain-specific area of motivation and engagement – writing – that could benefit from an integrative multidimensional examination. 相似文献
13.
Assessing Metacognitive Awareness 总被引：4，自引：0，他引：4
We constructed a 52-item inventory to measure adults′ metacognitive awareness. Items were classified into eight subcomponents subsumed under two broader categories, knowledge of cognition and regulation of cognition. Two experiments supported the two-factor model. Factors were reliable (i.e., α = .90) and inter-correlated (r = .54). Experiment 2 reported the knowledge of cognition factor was related to pre-test judgments of monitoring ability and performance on a reading comprehension test, but was unrelated to monitoring accuracy. Implications for educational assessment and future research were discussed. 相似文献
14.
Sensible self-regulated study decisions are largely based on monitoring learning and using this information to control learning processes, but research has found that such processes may not be initiated automatically. To support learners, we adopted prompting and visualisation methods by asking learners to assign confidence ratings to learning tasks and visualising them during re-study, and tested the effects on metacognitive and cognitive measures in an experimental study (N = 95). Results show that prompting monitoring increased study efforts while visualising monitoring outcomes during learning focussed these efforts on uncertain answers. Due to low monitoring accuracy, metacognitively sensible regulation did not lead to cognitive learning gains. While the results support the idea of using visualisation techniques to implicitly guide self-regulated learning, more needs to be done to increase monitoring accuracy. Further, our study suggests that researchers should be aware of the effect that assessing confidence judgments has on subsequent learning behaviour. 相似文献
15.
The effect of metacomprehension judgment task on comprehension monitoring and metacognitive accuracy
Yasuhiro Ozuru Christopher A. Kurby Danielle S. McNamara 《Metacognition and Learning》2012,7(2):113-131
The authors investigated differences in the processes underlying two types of metacomprehension judgments: judgments of difficulty and predictions of performance (JOD vs. POP). An experiment was conducted to assess whether these two types of judgments aligned with different types of processing cues, and whether their accuracy correlated with different factors such as sensitivity to processing ease and reading ability. Participants (n?=?72) read an extended text about brain structure and after each sentence made either a JOD or POP. Results suggested that JODs and POPs were made based on different sets of cues because different factors correlated with the accuracy of metacomprehension judgments. JOD accuracy correlated with sensitivity to processing ease and POP accuracy most strongly correlated with reading ability. Engaging in different metacomprehension judgments during reading may alter the information sources to which a reader attends and which factors influence metacognitive accuracy. 相似文献
16.
Loredana Mihalca Christoph Mengelkamp Wolfgang Schnotz 《Metacognition and Learning》2017,12(3):357-379
A possible explanation for why students do not benefit from learner-controlled instruction is that they are not able to accurately monitor their own performance. The purpose of this study was to investigate whether and how the accuracy of metacognitive judgments made during training moderates the effect of learner control on performance when solving genetics tasks. Eighty-six undergraduate students solved self-selected genetics tasks using either a full learner control or a restricted learner control. Results indicated that learner control effectiveness was moderated by the absolute accuracy (i.e., absolute bias) of metacognitive judgments, and this accuracy was a better predictor of learning performance for full learner control than for restricted learner control. Furthermore, students’ prior knowledge predicted absolute accuracy of both ease-of-learning judgments (EOLs) and retrospective confidence judgments (RCJs) during training, with higher prior knowledge resulting in a better absolute accuracy. Overall, monitoring guided control, that is, EOLs predicted time-on-task and invested mental effort regardless of the degree of learner control, whereas RCJs predicted the total training time, but not the number of tasks selected during training. These results suggest that monitoring accuracy plays an important role in effective regulation of learning from problem-solving tasks, and provide further evidence that metacognitive judgments affect study time allocation in problem solving context. 相似文献
17.
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. 相似文献
18.
Gary N. Marks 《Educational Research and Evaluation》2016,22(1-2):45-64
Multi-domain and longitudinal studies of student achievement routinely find moderate to strong correlations across achievement domains and even stronger within-domain correlations over time. The purpose of this study is to examine the sources of these patterns analysing student achievement in 5 domains across Years 3, 5 and 7. The analysis is of longitudinal population data of over 22,000 students and utilizes fixed-effects models to incorporate stable general and domain-specific latent factors. These latent factors correspond to a general cognitive-ability-like factor and specific aptitudes in particular, or types of, subject areas. The preferred model incorporates both general and domain-specific latent factors with stronger effects for the general factor, although the domain-specific factors are particularly strong for spelling and numeracy. When taking into account general and domain-specific latent factors, the effects of student’s socioeconomic status (SES) and school SES are trivial. 相似文献
19.
This study investigated whether social information can affect Ease-of-Learning (EOL), Judgments-of-Learning (JOL), and Feeling-of-Knowing (FOK) and their accuracy. Participants first learned associated word pairs and made the above-mentioned judgments. They were later divided into two groups of metacognitive ability in order to assess if they had been affected differently by the social cues, which consisted of information about previous performances of college students. Results revealed that the magnitude of the metamemory judgments assessed was significantly affected by the social cues and that participants with a Low level of metacognitive ability were more influenced than those with High metacognitive ability. Concerning accuracy, however, only the recall accuracy of JOL judgments was affected. Further, different patterns of influence across the three judgments were observed for the two ability groups. Results and educational implications were discussed. 相似文献
20.
Verbal and visuospatial short-term and working memory in children: are they separable? 总被引：1，自引：0，他引：1
This study explored the structure of verbal and visuospatial short-term and working memory in children between ages 4 and 11 years. Multiple tasks measuring 4 different memory components were used to capture the cognitive processes underlying working memory. Confirmatory factor analyses indicated that the processing component of working memory tasks was supported by a common resource pool, while storage aspects depend on domain-specific verbal and visuospatial resources. This model is largely stable across this developmental period, although some evidence exists that the links between the domain-specific visuospatial construct and the domain-general processing construct were higher in the 4- to- 6-year age group. The data also suggest that all working memory components are in place by 4 years of age. 相似文献