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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]
Citations
Cites
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Self-citationRealizing That You Don't Understand: A Preliminary Investigation
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Self-citationBrown, A. L., Campione, J. C., & Barclay, C. R. (1979) · Child Development · doi:10.1111/j.1467-8624.1979.tb04135.x · Cited by 185
Cited by
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“Flavell [28] defined metacognition as knowledge about cognition and control of cognition, or more informally, thinking about thinking.”
BackgroundChan, E. C. M., & Mansoor, N. (2007) · NIE Digital Repository (National Institute of Education, Nanyang Technological University) · Cited by 7
Zhou, P., & Yang, Q. (2017) · International Conference of Educational Innovation through Technology (EITT) · doi:10.1109/eitt.2017.35 · Cited by 7
Developing Students’ Reading Culture for Academic Reading Level through Metacognitive Strategies
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“The metacognition is defined as the knowledge that based on reasoning and the associated with cognitive events dealing with a matter (Flavell, 1979).”
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Ünlü, Z. K., & Dökme, Ï. (2019) · International Journal of Assessment Tools in Education · doi:10.21449/ijate.483104 · Cited by 7
“Metacognition refers to knowledge and cognition about a cognitive phenomenon (Flavell, 1979).”
BackgroundThe sociocybernetics of observation and reflexivity
Scott, B. C. (2019) · Current Sociology · doi:10.1177/0011392119837543 · Cited by 10
“In psychology and education, related terms are ‘metacognition’ (Flavell, 1979) and ‘learning to learn’ (Harri-Augstein and Thomas, 1991; Scott, 1996).”
BackgroundLove, H., Ozbek, M. E., & Cross, J. E. (2019) · International Journal of Construction Education and Research · doi:10.1080/15578771.2019.1657208 · Cited by 7
Kim, Y. H., & Stormont, M. A. (2019) · Early Childhood Education Journal · doi:10.1007/s10643-019-00991-z · Cited by 8
“(2000) developed an instrument for five general problem-solving strategies to assess metacognitive knowledge (MCK) of general problem-solving strategies (Flavell 1979; Kim 2011; Metallidou 2009; Pintrich 2002).”
BackgroundReasoning Abilities and Learning Math: A Möbius Strip?
de Brito, L. P., Almeida, L. S., & Osório, A. J. (2019) · International Electronic Journal of Mathematics Education · doi:10.29333/iejme/6259 · Cited by 8
“Inductive reasoning is required to come up with a mathematical formula that resumes a phenomena (Haverty, Koedinger, Klahr, & Alibali, 2000), and metacognition allows one to evaluate the suitability of a chosen strategy (Flavell, 1979) and/or the plausibility of an obtained solution of a problem.”
BackgroundHerrera, C. I., Osorio, E. D., & Román, I. F. (2019) · Literatura y lingüística · doi:10.29344/0717621x.40.2077 · Cited by 10
Guided Inquiry Assisted Concept Map to Improve Students Metacognition Skills
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Eaves, J., Gilmore, C. K., & Attridge, N. (2020) · Quarterly Journal of Experimental Psychology · doi:10.1177/1747021820905739 · Cited by 7
“Meta-cognitive studies provide some support for this (Flavell, 1979), where encouraging individuals to reflect upon, and be consciously aware of the cognitive processes they are performing, benefits their strategy performance (Babai et al.”
BackgroundCapitalizing on Differences: Keys to Unlocking the Academic Achievement Gap
Byrd, M. (2020) · Multicultural Learning and Teaching · doi:10.1515/mlt-2019-0003 · Cited by 7
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Exploring Reading Strategy Use in Native and L2 Readers
Feller, D., Kopatich, R. D., Lech, I. B., & Higgs, K. (2020) · Discourse Processes · doi:10.1080/0163853x.2020.1735282 · Cited by 9
“MARSI and other self-report strategy measures assume that reading strategies can be metacognitive in nature; that is, they assume that readers have knowledge of the strategies and an awareness of when and how to use them to regulate reading behavior/cognitive activity (Flavell, 1979; Veenman, Van Hout-Wolters, & Affle…”
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Barrientos, M., Aróstica, L. T., Silva, J. R., & Gabriel Reyes, M. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00543 · Cited by 7
“Keywords: introspection, biological stress reactivity, TSST, consciousness, cortisol INTRODUCTION Introspection refers to the ability to access and report one’s own mental content (Flavell, 1979).”
BackgroundYoung children’s responses to teachers’ metacognitive questions
Gourlay, C., Mushin, I., & Gardner, R. (2020) · International Journal of Early Years Education · doi:10.1080/09669760.2020.1742671 · Cited by 9
“The term ‘metacognition’ refers to the ability to monitor one’s own cognitive processes and to control those processes when undertaking cognitive tasks (Flavell 1979; Efklides 2008).”
BackgroundMcCabe, T. M., & Olimpo, J. T. (2020) · Journal of Microbiology and Biology Education · doi:10.1128/jmbe.v21i1.2009 · Cited by 9
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“Flavell (1979) designed a model of cognitive monitoring that included metacognitive knowledge about one’s own thinking and thinking of others, goal/task strategies, metacognitive experiences, cognitive and emotional thinking experiences (experiences related to thinking), cognitive goals/tasks, and…”
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“I’m the best! Or am I?”: Academic self-concepts and self-regulation in kindergarten
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“Children showing a fit between their self-concept and abilities are assumed to be able to adapt to task conditions and set challenging learning goals and are therefore more likely to adopt and train effective behavioural SR (Destan & Roebers, 2015; Flavell, 1979; Perry et al., 2017).”
BackgroundSocial and Emotional Learning in Schools
DiPerna, J. C., Frey, J. R., & Hart, S. C. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108235532.025 · Cited by 8
Moritz, S., Gehlenborg, J., Bierbrodt, J., Wittekind, C. E., & Bücker, L. (2020) · Personality and Individual Differences · doi:10.1016/j.paid.2020.110539 · Cited by 7
Effects of Metacognition and Learning Flow on Problem Solving Ability of Nursing Students
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Inferências e atividades de leitura
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Elihami, E., Musdalifah, M., & Hasan, H. (2021) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1783/1/012054 · Cited by 7
“Higher of Think knowledge involves knowledge about; individual cognitive characteristics (people's knowledge), different cognitive task characteristics (task knowledge) and strategies for different cognitive tasks (knowledge strategies) (Flavell, 1979, 2000).”
BackgroundInfluentialMultiple Perspectives on Digital Literacies Research Methods in Canada.
Hagerman, M. S., Beach, P., Cotnam-Kappel, M., & Hébert, C. (2020) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 7
Measuring Students’ Metacognitive Knowledge of Mathematical Modelling
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Șuteu, L. (2021) · Acta Didactica Napocensia · doi:10.24193/adn.14.1.13 · Cited by 7
Instant improvement in monaural spatial hearing abilities through cognitive feedback
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“Studying “cognitive feedback” in this field of research is complex and there is still a lot to gain, since deep knowledge in psychology, metacognition (Flavell 1979; Dunlosky and Hertzog 2000), neuroscience and audiology is needed to really understand which factors are crucial in training sound localization abilities.”
BackgroundIntelligent Decision Making in Autonomous Vehicles using Cognition Aided Reinforcement Learning
Rathore, H., & Bhadauria, V. S. (2022) · IEEE Wireless Communications and Networking Conference · doi:10.1109/wcnc51071.2022.9771728 · Cited by 7
“The latter, which is the art of learning how to learn or create awareness of an individual’s thought processes and their associated background patterns, has garnered much interest recently [19], [20].”
BackgroundАванесовна, А. М. (2022) · Science for Education Today · doi:10.15293/2658-6762.2205.02 · Cited by 7
Macoveanu, J., Schandorff, J. M., Petersen, J. Z., Fisher, P. M., Vinberg, M., Jørgensen, M. B., Knudsen, G. M., Kessing, L. V., & Miskowiak, K. W. (2023) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2023.110767 · Cited by 6
“Indeed, it has been suggested that improved metacognition (i.e., the ability to monitor, understand, and manipulate one's own cognitive processes (Flavell, 1979)) is a driving mechanism behind transfer between improved cognition and enhanced functioning in cognitive remediation trials in affective…”
BackgroundMetacognition and Coaching: How to Develop a Thinking Athlete
Dail, T. K. (2014) · Journal of Physical Education Recreation & Dance · doi:10.1080/07303084.2014.897577 · Cited by 7
“Flavell (1979) described it as a person’s knowledge about the contents and regulation of memory.”
BackgroundNasab, M. S. B., & Motlagh, S. F. P. (2015) · Advances in Language and Literary Studies · doi:10.7575/aiac.alls.v.6n.3p.166 · Cited by 7
“As Flavell (1979) remarks, metacognition relates to the phenomena of what we do and how we learn.”
BackgroundRational decision making: balancing RUN and JUMP modes of analysis
Betsch, T., & Held, C. (2012) · Mind & Society · doi:10.1007/s11299-011-0097-2 · Cited by 7
“Since the influential work on meta-cognition by Flavell (1979), psychologists have become increasingly interested in how individuals acquire skills to think about thinking, involving such aspects as predicting, planning, monitoring, evaluation and intentional change of their own cognitive processes.”
BackgroundLearner as Bobsled Operator: The Physics of Learner Engagement
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Stop Think: a simple approach to encourage the self-assessment of learning
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“This suggests that students may be lacking in their ability to self-assess their learning (cognitive) approaches, and thus this aspect of metacognition (17, 35) should be taken into account when designing learning activities.”
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Chinese English Teachers' Perspectives on “Distributed Flip MOOC Blends”
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“Participants actively engaged in metareflective practice (Flavell, 1979; Efkledis, 2006), recording their thoughts on their teaching perceptions, beliefs and practice while engaging with MOOCs and reflecting on how they could integrate them into their curricula in the future.”
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Ruiz, X. M. (2018) · Learning Research and Practice · doi:10.1080/23735082.2018.1428096 · Cited by 7
Metacognition gains in public health graduate students following in-class peer evaluation
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“Metacognition refers to an individual’s knowledge of their own cognitive processes and generally references the way one thinks about their learning (Flavell 1979).”
BackgroundÖztürk, B. K. (2018) · Journal of Education and Training Studies · doi:10.11114/jets.v6i6.3108 · Cited by 7
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“Cognitive strategies have been created to assist learners to achieve their cognitive goal (Flavell, 1979).”
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“Metacognition is the understanding of a person’s own cogni147 tion and thought processes [15].”
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“Many of these theories share early theoretical seeds (e.g., cognitive processing theories, Craik and Lockhart 1972; metacognition, Flavell 1979).”
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“Writing strategies are defined as goal directed cognitive operations facilitating the performance of writing tasks (cf. Flavell, 1979; Pintrich, 2000).”
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Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
Liu, Z., Hao, Z., Chen, Y., Wang, H., Hou, J., Ding, R., Yang, Y., Ji, W., Xia, W., & Liu, F. (2026) · arXiv · Cited by 12
“To bridge this gap, we adopt a metacognitive probe inspired by cognitive science (Flavell, 1979; Nelson and Narens, 1990) to estimate the model’s intrinsic uncertainty about the task state from the current memory.”
InfluentialSumarno, W. K. (2019) · Lingua Cultura · doi:10.21512/lc.v13i1.5028 · Cited by 6
“According to Flavell (1979), metacognition refers to knowledge about the regulation of self-cognition activities in the learning process.”
BackgroundChanges in affect: patterns in Grade 4 and Grade 8 students’ expressed emotional directions
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“For a long time, research on cognition has been central, for instance, as an important tool for reflection on mistakes (e.g. Epstude & Roese, 2008), or as part of meta-cognition (Flavell, 1979; Garofalo & Lester, 1985; Schneider & Artelt, 2010; Schoenfeld, 1987).”
MethodThe effects of musical feedback training on metacognition and self-directed learning
Li, W., Manoharan, P., Cui, X., et al. (2023) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2023.1304929 · Cited by 6
“Metacognition, first introduced by Flavell in 1979, is defined as “cognition about cognition” (Flavell, 1979).”
BackgroundMethodSeeking Socially Responsible Consumers: Exploring the Intention-Search-Behaviour Gap
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“” (Diversity and Inclusion - Participant 59)”
Regulation, Self-Efficacy, and Participation in CS1 Group Work
Wortmann, C., & Vahrenhold, J. (2024) · ACM Conference on International Computing Education Research (ICER) · doi:10.1145/3632620.3671115 · Cited by 8
“The term metacognition itself was coined by Flavell, who first to used it in the context of cognition research [18].”
Kim, K., Hornor, E., & Zarrabi, A. J. (2024) · Advances in Medical Education and Practice · doi:10.2147/amep.s464634 · Cited by 7
Research on metacognitive strategies of children’s self-regulated learning
NARENGAOWA, & Tungalag, O. (2024) · Health Psychology Research · doi:10.52965/001c.120366 · Cited by 6
Paz-Baruch, N. (2024) · Educational Research and Evaluation · doi:10.1080/13803611.2024.2401409 · Cited by 6
“Metacognition (MC) is the awareness, knowledge and understanding, and control of one ’ s thinking (Flavell, 1979).”
Unmasking Dunning-Kruger Effect in Visual Reasoning & Judgment
Chen, M., Liu, Y., & Wall, E. (2024) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2024.3456326 · Cited by 9
“These results contribute to the ongoing discourse about the complex nature of self-assessment in cognitive tasks and highlight the interplay between self-perception and actual skill levels in various domains [8,22].”
Su, H. (2024) · International Journal of Listening · doi:10.1080/10904018.2024.2420103 · Cited by 11
“The conception of metacognition was first brought up by psychologist John Flavell (1976, 1979), referring to learners’ “knowledge and cognition about cognitive phenomena” (Flavell, 1979, p. 906).”
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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