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Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry
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“Collectively, these skills enable students to regulate their bidirectional relations with their contexts by processing, manipulating, and refining information; organize and recognize patterns in information; evaluate their thinking and learning strategies; intentionally transfer knowledge to new situations; and apply knowledge to solve increasingly complex problems (e.g., Flavell, 1979;Lai, 2011).”
From Malleability, plasticity, and individuality: How children learn and develop in context1 (2019) · cites this paper as Flavell, 1979
In the citing paper
“metacognitive feedback which prompts learners to reflect, track their progress, and develop self-regulated learning (SRL) skills.”
From Directive, metacognitive, or a blend of both? A comparison of AI-generated feedback types on student engagement, confidence, and outcomes (2026) · cites this paper as Flavell, 1979
In the citing paper
“This level of metacognitive engagement ' thinking about one's own thinking' is a hallmark of high-impact learning experiences (Flavell, 1979).”
From Co-creating custom GPTs: an autoethnographic study of undergraduate students as partners in generative AI innovation (2026) · cites this paper as Flavell, 1979
In the citing paper
“Metacognition-cognition about cognition-encompasses the knowledge, monitoring, and regulation of one's own cognitive processes (Flavell, 1979).”
From The Metacognitive Paradox of AI-Assisted Creativity: A Theoretical Extension (2026) · cites this paper as Flavell, 1979
In the citing paper
“Hence, metacognition can be divided into two components, knowledge of cognition and regulation of cognition (Flavell, 1979; Schraw, 1998; Schraw & Moshman, 1995; Schraw & Sperling Dennison, 1994).”
From University students' Motivated Attention and use of regulation strategies on social media (2015) · cites this paper as Flavell, 1979
In the citing paper
“Metacognitive knowledge and experiences are interrelated [64].”
From The Metacognitive Demands and Opportunities of Generative AI (2024) · cites this paper as [64]
In the citing paper
“A fifth potential barrier to insight is metacognition, or the processes which allow persons to be aware of and form integrated and complex ideas about the self and others.”
From Insight in schizophrenia spectrum disorders: relationship with behavior, mood and perceived quality of life, underlying causes and emerging treatments (2018) · cites this paper as [143]
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“This finding accords with the view that this heteromodal (higher order) association isocortex (Mesulam, 2000) plays a crucial role in metacognitive/executive top-down processes, which refer to the ability to monitor and control the information processing necessary to produce voluntary action (Flavell, 1979).”
BackgroundResultRoese, N. J., & Vohs, K. D. (2012) · Perspectives on Psychological Science · doi:10.1177/1745691612454303 · Cited by 457
“Metacognitions are thoughts about one’s own thoughts (Flavell, 1979; Werth, Strack, & Förster, 2002).”
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“, in terms of meta-cognition such as evaluations of their current self-perception) than children (Flavell, 1979).”
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“The first of these, metacognition, refers to the extent to which learners thought about, monitored, and controlled their learning activities (Flavell, 1979).”
BackgroundThe development of metacognitive ability in adolescence
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“…implicit system of conflict and error monitoring supported by the posterior medial prefrontal cortex (PFC) (e.g. Ridderinkhof, van den Wildenberg, Segalowitz, & Carter, 2004), rather than the explicit monitoring and control associated with metacognition (see Fleming and Dolan (2012) for a review).”
BackgroundSchneider, W. (2008) · Mind Brain and Education · doi:10.1111/j.1751-228x.2008.00041.x · Cited by 438
A review of research on metacognition in science education: current and future directions
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“MK refers to knowledge, beliefs, ideas and theories about people as ‘cognitive creatures’ and about their diverse interactions with cognitive tasks and strategies (Flavell, 1979).”
BackgroundInfluentialMindfulness and Behavior Change
Schuman-Olivier, Z., Trombka, M., Lovas, D. A., Brewer, J. A., Vago, D. R., Gawande, R., Dunne, J. P., Lazar, S. W., Loucks, E. B., & Fulwiler, C. (2020) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000277 · Cited by 435
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“Metacognition has been recognized as a most relevant predictor of learning (Brown, 1978; Flavell, 1976, 1979; Glaser, 1990; Veenman & Elshout, 1995; Wang, Haertel, & Walberg, 1990, 1993).”
BackgroundThe role of metacognitive skills in developing critical thinking
Magno, C. (2010) · Metacognition and Learning · doi:10.1007/s11409-010-9054-4 · Cited by 443
“Both constructs are forms of higher order thinking (Krathwohl 2002), executing processes (Flavell 1979), and operates to maximize learning”
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The metacognitive control components of self-regulated learning
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“Adept learners invoke cognitive strategies to make cognitive progress, and they invoke metacognitive strategies to monitor that progress (Flavell, 1979).”
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“…work of the mind that involves reasoning and self-discipline using particular skills (Paul 1993), while reflective thinking is metacognition or a level of consciousness that exists through executive cognitive control and self-communication about experiences (Flavell 1979, Mezirow 1981).”
The comparative psychology of uncertainty monitoring and metacognition
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“…monitoring has been done to explore humans' capacity to recognize uncertainty and to know when they do not know (Brown et al. 1982; Dunlosky & Nelson 1997; Flavell 1979; Koriat 1993; Metcalfe & Shimamura 1994; Nelson 1992, Nelson & Dunlosky 1991; Nelson & Narens 1990; Reder 1996; Schwartz 1994).”
BackgroundMetacognitive Instruction for Second Language Listening Development
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“There are three dimensions of metacognitive knowledge (Flavell 1979).”
BackgroundInfluentialMetacognition, achievement goals, study strategies and academic achievement: pathways to achievement
Vrugt, A. J., & Oort, F. J. (2008) · Metacognition and Learning · doi:10.1007/s11409-008-9022-4 · Cited by 437
“Knowledge about cognition refers to the knowledge or beliefs about what factors or variables interact in what ways to affect the course and outcomes of cognitive enterprises (Flavell 1979).”
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Metacognitive strategies that enhance critical thinking
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Metacognitive and control strategies in study-time allocation.
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“(e.g. Flavell, 1979; Biggs, 1988; Pintrich, 1995; Winne, 1996; Borkowski, 1996; Pintrich & Ruohotie, 2000).”
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“Many assume the mindful use of regulatory processes, specifically knowledge and regulation of cognition, may precede effective use of learning strategies (e.g., Dunlosky, 1998; Flavell, 1979; Hacker, 1998).”
BackgroundMethodOhtani, K., & HISASAKA, T. (2018) · Metacognition and Learning · doi:10.1007/s11409-018-9183-8 · Cited by 404
“Metacognitive experiences are defined as Bany conscious cognitive or affective experiences that accompany and pertain to any intellectual activities^ (Flavell 1979, p. 906).”
BackgroundInfluentialA computational framework for the study of confidence in humans and animals
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“In the case of ‘metacognition’, we drew on relevant literature to highlight its centrality to learning (Alexander, 2008; Bruner, 1996; Fisher, 2007; Flavell, 1979).”
BackgroundByrne, O., & Shepherd, D. A. (2013) · Entrepreneurship Theory and Practice · doi:10.1111/etap.12046 · Cited by 368
“We suggest learning from business failure is a sensemaking process that requires an interplay of higher-order thinking, including metacognition (Flavell, 1979; Ford et al., 1998), analogous thinking (Hill & Levenhagen, 1995; Holyoak, 1985; Loewenstein et al., 1999), and complex thinking (Bird,…”
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“Metacognition is defined as ‘knowledge of one’s own cognitive processes’ (Flavell 1979).”
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Domagk, S., Schwartz, R. N., & Plass, J. L. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.03.003 · Cited by 331
“Metacognition refers to knowledge about cognition and the regulation of cognitive activities (Brown, 1978; Flavell, 1979; Veenman, Van Hout-Wolters, & Afflerbach, 2006; Vrugt & Oort, 2008).”
BackgroundMalleability, plasticity, and individuality: How children learn and develop in context1
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“…by processing, manipulating, and refining information; organize and recognize patterns in information; evaluate their thinking and learning strategies; intentionally transfer knowledge to new situations; and apply knowledge to solve increasingly complex problems (e.g., Flavell, 1979; Lai, 2011).”
BackgroundAttributional complexity: An individual differences measure.
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“The development of metacognitive abilities is generally regarded as a relatively sophisticated, higher order set of cognitive functions that occur late in the developmental sequence (Flavell, 1979).”
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“Our definition is consistent with previous scholars’ conceptions of metacognive knowledge (Flavell, 1979; Pintrich, Wolters, & Baxter, 2000) that highlights how metacognition represents a combination of different but interrelated types of knowledge.”
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“They actively process their cognitive observations, create new categories in their memory storage, and consider multiple perspectives in making sense of their experiences (Flavell, 1979).”
BackgroundAzevedo, R. (2009) · Metacognition and Learning · doi:10.1007/s11409-009-9035-7 · Cited by 358
“Most models of SRL propose a general time-ordered sequence that students follow as they perform a task, but there is no strong assumption that the various phases (such as planning, monitoring, control) are hierarchically or linearly structured such that earlier phases must occur before later phases (see Ainley and Pat…”
BackgroundSocial intelligence − empathy = aggression?
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“Based on previous research (Efklides, 2006, 2008; see also Efklides, 2001; Flavell, 1979; Salonen et al., 2005) the hypothesis was that metacognitive experiences would be present in the beginning of episodes of socially shared metacognition (Hypothesis 4).”
BackgroundMethodInfluentialEspiral construtivista: uma metodologia ativa de ensino-aprendizagem
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“Metacognition and Study Skills Metacognition is crucial in controlling and guiding thinking.(1) Dunlosky proposed a model of how metacognitive control impacts study time.”
BackgroundNewman, R. S. (2000) · Developmental Review · doi:10.1006/drev.1999.0502 · Cited by 329
“Adaptive help seeking requires self-knowledge that is calibrated both to the reality of task performance and to one’s metacognitive ‘‘feelings’’ of confidence (see Flavell, 1979).”
BackgroundFrom the general to the situated: three decades of metacognition
Georghiades, P. (2004) · International Journal of Science Education · doi:10.1080/0950069032000119401 · Cited by 303
“Flavell (1979) viewed metacognition as learners’ knowledge of their own cognition, defining it as ‘knowledge and cognition about cognitive phenomena’ (p. 906).”
BackgroundThe cue-familiarity heuristic in metacognition.
Metcalfe, J., Schwartz, B. L., & Joaquim, S. G. (1993) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.19.4.851 · Cited by 361
Cultural intelligence: A theory-based, short form measure
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“Based on the more general concept of metacognition (Flavell, 1979), cultural metacognition is knowledge of and control over one’s thinking and learning activities in the specific domain of cultural experiences and strategies.”
BackgroundStudents' views of the nature of science: A critical review of research
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“Off-line cognitive monitoring corresponds to selfassessment of global cognitive functioning and covers declarative knowledge about one’s own cognitive abilities.(30) Online monitoring involves ongoing assessment of one’s performance within the context of a particular cognitive task.”
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“Another related aspect of shared variance among these higher-order skills might be metacognition, one’s awareness and regulation of his or her own cognitive states and processes (Flavell, 1979).”
BackgroundYoung children's knowledge about the apparent-real and pretend-real distinctions.
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“without being consciously aware of it (see also Flavell, 1979 ).”
BackgroundOn the effectiveness of self-paced learning
Tullis, J. G., & Benjamin, A. S. (2010) · Journal of Memory and Language · doi:10.1016/j.jml.2010.11.002 · Cited by 302
“Flavell (1979) offers a broad, hopeful vision for the usefulness of metacognitive instruction, suggesting that metacognitive ideas “could be parlayed into a method of teaching children (and adults) to make wise and thoughtful life decisions as well as to comprehend and learn better in formal…”
BackgroundMorales, J., Lau, H., & Fleming, S. M. (2018) · The Journal of Neuroscience · doi:10.1523/jneurosci.2360-17.2018 · Cited by 274
Self‐regulation and learning strategies
Weinstein, C. E., Acee, T. W., & Jung, J. (2011) · New Directions for Teaching and Learning · doi:10.1002/tl.443 · Cited by 290
“…thinking) and Wittrock’s development of his theory of generative learning (our use of active cognitive processing leads to meaningful learning) that led to the study of learning strategies from both an empirical perspective and an applied educational perspective (see Flavell, 1979; Wittrock, 1974).”
BackgroundHallucinations: The science of idiosyncratic perception.
Aleman, A., & Larøi, F. (2008) · American Psychological Association eBooks · doi:10.1037/11751-000 · Cited by 291
Metacognition and mathematics education
Schneider, W., & Artelt, C. (2010) · ZDM · doi:10.1007/s11858-010-0240-2 · Cited by 285
“In a now classic paper, Flavell (1979) described three major facets of metacognition, namely metacognitive knowledge, metacognitive experiences, and metacognitive skills, that is, strategies controlling cognition.”
BackgroundScaffolding Deep Comprehension Strategies Through Point&Query, AutoTutor, and iSTART
Graesser, A. C., McNamara, D. S., & VanLehn, K. (2005) · Educational Psychologist · doi:10.1207/s15326985ep4004_4 · Cited by 285
“Metacognition is defined here as conscious and deliberate thoughts about a person’s behavior, emotions, and other thoughts (Flavell, 1979; Hacker, 1998).”
BackgroundA Measure of Adaptive Cognition for Entrepreneurship Research
Haynie, M. K., & Shepherd, D. A. (2009) · Entrepreneurship Theory and Practice · doi:10.1111/j.1540-6520.2009.00322.x · Cited by 297
“Metacognition is considered to be, at least in part, a conscious process (referred to as metacognitive awareness [Flavell, 1979; Nelson, 1996]) that is situated within a social context (Allen & Armour-Thomas, 1993; Jost, Kruglanski, & Nelson, 1998) and different from cognition.”
BackgroundInfluentialTeaching Creativity in Engineering Courses
Daly, S. R., Mosyjowski, E. A., & Seifert, C. M. (2014) · Journal of Engineering Education · doi:10.1002/jee.20048 · Cited by 287
“…Ideas – involves specific personal characteristics (e.g., Rhodes, 1961) Listening to One’s Inner Voice – also known as reflection or metacognition (e.g., Flavell, 1979; Sch€on, 1993) By breaking down creativity into its cognitive components, Treffinger et al. resolve some of the ambiguity in…”
BackgroundComputer Environments as Metacognitive Tools for Enhancing Learning
Azevedo, R. (2005) · Educational Psychologist · doi:10.1207/s15326985ep4004_1 · Cited by 281
“However, due ,severalresearchershavere- centlyextendedthesetheoriesandmodelsbyadvancingmod-elsofmetacognition(Bandura,1986;Brown,1975,1987; Flavell,1979,1985;Hacker,1998;Hacker,Dunlosky,& Graesser,1998;Schraw&Moshman,1995)andself-regu-latedlearning(SRL;Butler&Winne,1995;Corno&…”
Fostering Metacognition to Support Student Learning and Performance
Stanton, J. D., Sebesta, A. J., & Dunlosky, J. (2021) · CBE—Life Sciences Education · doi:10.1187/cbe.20-12-0289 · Cited by 284
Metacognitive model of mindfulness
Jankowski, T., & Holas, P. (2014) · Consciousness and Cognition · doi:10.1016/j.concog.2014.06.005 · Cited by 276
“The higher (meta) level monitors and controls cognitive processing on the lower (object) level, never the other way around (Flavell, 1979; Nelson & Narens, 1994).”
BackgroundBias in Radiology: The How and Why of Misses and Misinterpretations
Busby, L. P., Courtier, J. L., & Glastonbury, C. M. (2018) · RadioGraphics · doi:10.1148/rg.2018170107 · Cited by 277
“First introduced in 1979 by Flavell (14), metacognition is described as “thinking about thinking” (15).”
BackgroundDesigning metacognitive activities
Lin, X. (2001) · Educational Technology Research and Development · doi:10.1007/bf02504926 · Cited by 286
“In this context, I define metacognition as the ability to understand and monitor one’s own thoughts and the assumptions and implications of one’s activities (Brown, Bransford, Ferrara & Campione, 1983; Butterfield & Belmont, 1977; Flavell, 1979).”
BackgroundSelf-Control in School-Age Children
Duckworth, A. L., Gendler, T. S., & Gross, J. J. (2014) · Educational Psychologist · doi:10.1080/00461520.2014.926225 · Cited by 304
“As noted by several other authors (Achtziger, Martiny, Oettingen, & Gollwitzer, 2012; Flavell, 1979; Nelson, Narens, & Shimamura, 1994), self-control as we have characterized it is inherently metacognitive: In the absence of a higher order process, when two impulse-generating processes— one more valued in the long run…”
ResultInfluentialSpector, J. M., & Ma, S. (2019) · Smart Learning Environments · doi:10.1186/s40561-019-0088-z · Cited by 356
“Reflecting on how well one is doing in the life-long enterprise of solving challenging problems is a higher kind of meta-cognitive activity in which accomplished problem-solvers engage (Ericsson et al. 1993; Flavell 1979).”
BackgroundThe nature of executive leadership: A conceptual and empirical analysis of success.
Zaccaro, S. J. (2001) · American Psychological Association eBooks · doi:10.1037/10398-000 · Cited by 279
The uncertain response in the bottlenosed dolphin (Tursiops truncatus).
Smith, J. D., Schull, J., Strote, J. N., McGee, K., Egnor, R., & Erb, L. (1995) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.124.4.391 · Cited by 275
A New Layered Model on Emotional Intelligence
Drigas, A. S., & Papoutsi, C. (2018) · Behavioral Sciences · doi:10.3390/bs8050045 · Cited by 376
“Cognitive processes use existing knowledge and generate new knowledge. knowledge Metacognition is defined as the ability to monitor and reflect upon one’s own performance and capabilities [142,143].”
BackgroundRepresentational systems, learning, and problem solving in mathematics
Goldin, G. A. (1998) · The Journal of Mathematical Behavior · doi:10.1016/s0364-0213(99)80056-1 · Cited by 289
Metacognition and Mathematical Problem Solving in Grade 3
Desoete, A., Roeyers, H., & Buysse, A. (2001) · Journal of Learning Disabilities · doi:10.1177/002221940103400505 · Cited by 263
“From a developmental point of view, metacognitive knowledge precedes metacognitive skills (Flavell, 1979; Flavell, Green, & Flavell, 1995; Flavell, Miller, & Miller, 1993).”
BackgroundLearning Agility: In Search of Conceptual Clarity and Theoretical Grounding
DeRue, D. S., Ashford, S. J., & Myers, C. G. (2012) · Industrial and Organizational Psychology · doi:10.1111/j.1754-9434.2012.01444.x · Cited by 308
“In addition, metacognitive ability is a specific form of cognitive ability that reflects one’s ability to ‘‘think about thinking’’ and monitor cognition (Flavell, 1979).”
BackgroundThe differential investment of mental effort in learning from different sources
Salomon, G. (1983) · Educational Psychologist · doi:10.1080/00461528309529260 · Cited by 264
Frameworks for thinking : a handbook for teaching and learning.
Moseley, D. V., Baumfield, V. M., Elliott, J., Gregson, M., Higgins, S., Miller, J., & Newton, D. P. (2005) · Durham Research Online (Durham University) · doi:10.2277/0521848318 · Cited by 262
Signatures of a Statistical Computation in the Human Sense of Confidence
Sanders, J. I., Hangya, B., & Kepecs, A. (2016) · Neuron · doi:10.1016/j.neuron.2016.03.025 · Cited by 253
“In the psychological tradition, confidence is thought to arise from the monitoring of mental content; it is sometimes framed as a form of metacognition associated with other subjective human qualities, such as introspection, awareness, and even self-reflective consciousness (Charles et al., 2013; Flavell, 1979; Kunimo…”
Designing Systems That Train Learning Ability: From Theory to Practice
Derry, S. J., & Murphy, D. A. (1986) · Review of Educational Research · doi:10.3102/00346543056001001 · Cited by 310
Metacognition in addictive behaviors
Spada, M. M., Caselli, G., Nikčević, A. V., & Adrian Wells, A. (2014) · Addictive Behaviors · doi:10.1016/j.addbeh.2014.08.002 · Cited by 273
Social Metacognition: An Expansionist Review
Jost, J. T., Kruglanski, A. W., & Nelson, T. O. (1998) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0202_6 · Cited by 265
“Kitchener (1983) noted that the term "has been variously referred to as 'cognitive monitoring' (Flavell, 1979), 'executive processes', 'self-communication', and 'knowledge about knowledge"' (p. 222).”
Backgroundvan Gelderen, A. J. S., Schoonen, R., de Glopper, K., Hulstijn, J. H., Simis, A., Snellings, P., & Stevenson, M. (2004) · Journal of Educational Psychology · doi:10.1037/0022-0663.96.1.19 · Cited by 260
Metacognition and Confidence: A Review and Synthesis
Fleming, S. M. (2024) · Annual Review of Psychology · doi:10.1146/annurev-psych-022423-032425 · Cited by 256
“As such, metacognitive dysfunction has been highlighted as a key source of maladaptive behaviour in educational, clinical and societal contexts (Flavell, 1979, Hoven et al., 2019, Rollwage et al., 2018).”
Metadata
- Authors
- Flavell, J. H.
- Affiliations
- Stanford University (US)
- Corresponding author
- Flavell, John H.
- Venue
- American Psychologist
- Published
- 1979-10
- Volume
- 34
- Issue
- 10
- Pages
- 906-911
- ISSN
- 0003-066X (ISSN-L)
- 1935-990X
- OpenAlex
- W2093950336
- Cited by
- 11,282
- References
- 6
- Citations by year
- 2026: 1118 · 2025: 902 · 2024: 768 · 2023: 751 · 2022: 680 · 2021: 687 · 2020: 666 · 2019: 603 · 2018: 518 · 2017: 449 · 2016: 415 · 2015: 410 · 2014: 451 · 2013: 363 · 2012: 336
- FWCI
- 19.02
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Psychologist (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- metacognition, cognitive monitoring, cognitive development, self-monitoring, metacognitive awareness
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