A theory of implicit and explicit knowledge
Open accessAbstract
The implicit-explicit distinction is applied to knowledge representations. Knowledge is taken to be an attitude towards a proposition which is true. The proposition itself predicates a property to some entity. A number of ways in which knowledge can be implicit or explicit emerge. If a higher aspect is known explicitly then each lower one must also be known explicitly. This partial hierarchy reduces the number of ways in which knowledge can be explicit. In the most important type of implicit knowledge, representations merely reflect the property of objects or events without predicating them of any particular entity. The clearest cases of explicit knowledge of a fact are representations of one's own attitude of knowing that fact. These distinctions are discussed in their relationship to similar distinctions such as procedural-declarative, conscious-unconscious, verbalizable-nonverbalizable, direct-indirect tests, and automatic-voluntary control. This is followed by an outline of how these distinctions can be used to integrate and relate the often divergent uses of the implicit-explicit distinction in different research areas. We illustrate this for visual perception, memory, cognitive development, and artificial grammar learning.
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Some KCs represent associations, perceptual categories, skills, or procedures that cannot be readily verbalized.
“Some KCs represent associations, perceptual categories, skills, or procedures that cannot be readily verbalized (cf., Alibali & Koedinger, 1999;Dienes & Perner, 1999).”
From The Knowledge‐Learning‐Instruction Framework: Bridging the Science‐Practice Chasm to Enhance Robust Student Learning (2012) · cites this paper as Dienes & Perner, 1999
Cites
Language, Thought, and Other Biological Categories: New Foundations for Realism
Millikan, R. G. (1984) · doi:10.7551/mitpress/4124.001.0001 · Cited by 4,758 · see citing works
Tulving, E. (1985) · Canadian Psychology / Psychologie canadienne · doi:10.1037/h0080017 · Cited by 4,638 · see citing works
Pretense and representation: The origins of "theory of mind."
Leslie, A. M. (1987) · Psychological Review · doi:10.1037/0033-295x.94.4.412 · Cited by 3,379 · see citing works
Implicit memory: History and current status.
Schacter, D. L. (1987) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.13.3.501 · Cited by 2,983 · see citing works
Confirmation, disconfirmation, and information in hypothesis testing
Klayman, J., & Ha, Y.-W. (1987) · Psychological Review · doi:10.1037/0033-295x.94.2.211 · Cited by 2,094 · see citing works
Exposure and affect: Overview and meta-analysis of research, 1968–1987.
Bornstein, R. F. (1989) · Psychological Bulletin · doi:10.1037/0033-2909.106.2.265 · Cited by 1,970 · see citing works
Theory of mind and rule-based reasoning
Frye, D., Zelazo, P. D., & Palfai, T. (1995) · Cognitive Development · doi:10.1016/0885-2014(95)90024-1 · Cited by 923 · see citing works
V.—Knowledge by Acquaintance and Knowledge by Description
Russell, B. (1911) · Proceedings of the Aristotelian Society · doi:10.1093/aristotelian/11.1.108 · Cited by 799 · see citing works
A Common Coding Approach to Perception and Action
Prinz, W. (1990) · Relationships Between Perception and Action · doi:10.1007/978-3-642-75348-0_7 · Cited by 751 · see citing works
Attentional and nonattentional forms of sequence learning.
Curran, T., & Keele, S. W. (1993) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.19.1.189 · Cited by 594 · see citing works
On the relationship between implicit and explicit modes in the learning of a complex rule structure.
Reber, A. S., Kassin, S. M., Lewis, S., & Cantor, G. (1980) · Journal of Experimental Psychology: Human Learning and Memory · doi:10.1037/0278-7393.6.5.492 · Cited by 367 · see citing works
The Neuropsychology of Memory: Parallel Findings in Humans and Nonhuman Primatesa
ZOLA‐MORGAN, S., & SQUIRE, L. R. (1990) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1990.tb48905.x · Cited by 318 · see citing works
Perception without awareness of what is perceived, learning without awareness of what is learned
Kihlstrom, J. F. (2010) · The Science of Consciousness · doi:10.4324/9780203360019_chapter_2 · Cited by 79 · see citing works
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Dual-Process Theories of Higher Cognition: Advancing the Debate
Evans, J. S. B. T., & Stanovich, K. E. (2013) · Perspectives on Psychological Science · doi:10.1177/1745691612460685 · Cited by 4,271 · see citing works
Knowing your own heart: Distinguishing interoceptive accuracy from interoceptive awareness
Garfinkel, S. N., Seth, A. K., Barrett, A. B., Suzuki, K., & Critchley, H. D. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2014.11.004 · Cited by 1,624 · see citing works
Do humans have two systems to track beliefs and belief-like states
Apperly, I. A., & Butterfill, S. A. (2009) · Psychological Review · doi:10.1037/a0016923 · Cited by 1,261 · see citing works
Koedinger, K. R., Corbett, A. T., & Perfetti, C. (2012) · Cognitive Science · doi:10.1111/j.1551-6709.2012.01245.x · Cited by 772 · see citing works
The cognitive functions of language
Carruthers, P. (2002) · Behavioral and Brain Sciences · doi:10.1017/s0140525x02000122 · Cited by 728 · see citing works
Rounis, E., Maniscalco, B., Rothwell, J. C., Passingham, R. E., & Lau, H. (2010) · Cognitive Neuroscience · doi:10.1080/17588921003632529 · Cited by 407 · see citing works
The interaction of the explicit and the implicit in skill learning: a dual-process approach
Sun, R., Slusarz, P., & Terry, C. (2005) · Psychological Review · doi:10.1037/0033-295x.112.1.159 · Cited by 399 · see citing works
Garfinkel, S. N., & Critchley, H. D. (2013) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss140 · Cited by 386 · see citing works
The reticular-activating hypofrontality (RAH) model of acute exercise
Dietrich, A., & Audiffren, M. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.02.001 · Cited by 365 · see citing works
The sleeping child outplays the adult's capacity to convert implicit into explicit knowledge
Wilhelm, I., Rose, M., Imhof, K. I., Rasch, B., Büchel, C., & Born, J. (2013) · Nature Neuroscience · doi:10.1038/nn.3343 · Cited by 170 · see citing works
The radical plasticity thesis: How the brain learns to be conscious.
Cleeremans, A. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00086 · Cited by 170 · see citing works
Measures of metacognition on signal-detection theoretic models
Barrett, A. B., Dienes, Z., & Seth, A. K. (2013) · Psychological Methods · doi:10.1037/a0033268 · Cited by 155 · see citing works
Self-citationCleeremans, A., Achoui, D., Beauny, A., Keuninckx, L., Martin, J.-R., Muñoz-Moldes, S., Vuillaume, L., & de Heering, A. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.11.011 · Cited by 142 · see citing works
Consciousness and metarepresentation: A computational sketch
Cleeremans, A., Timmermans, B., & Pasquali, A. (2007) · Neural Networks · doi:10.1016/j.neunet.2007.09.011 · Cited by 91 · see citing works
Shifting from implicit to explicit knowledge: Different roles of early- and late-night sleep
Yordanova, J., Kolev, V., Verleger, Bataghva, Z., Born, J., & Wagner, U. (2008) · Learning & Memory · doi:10.1101/lm.897908 · Cited by 86 · see citing works
Weisberg, J. (2011) · Philosophical Studies · doi:10.1007/s11098-010-9567-3 · Cited by 83 · see citing works
Hybrid intelligence in procurement: Disillusionment with AI’s superiority?
Burger, M., Nitsche, A.-M., & Arlinghaus, J. (2023) · Computers in Industry · doi:10.1016/j.compind.2023.103946 · Cited by 40 · see citing works
- Authors
- Dienes, Z., & Perner, J.
- Affiliations
- University of Sussex (GB)
- University of Salzburg (AT)
- Venue
- Behavioral and Brain Sciences
- Publisher
- Cambridge University Press (CUP)
- Published
- 1999-10
- Volume
- 22
- Issue
- 5
- Pages
- 735-808
- ISSN
- 0140-525X (ISSN-L)
- 1469-1825
- OpenAlex
- W2001098248
- Cited by
- 672
- References
- 13
- Citations by year
- 2026: 22 · 2025: 36 · 2024: 16 · 2023: 13 · 2022: 28 · 2021: 27 · 2020: 30 · 2019: 19 · 2018: 19 · 2017: 24 · 2016: 19 · 2015: 35 · 2014: 26 · 2013: 31 · 2012: 34
- FWCI
- 20.49
- Type
- journal article
- Language
- en
- Open access
- green
- figshare.com
- Licence
- Locations
- Behavioral and Brain Sciences (publishedVersion)
- PubMed (publishedVersion)
- Figshare (submittedVersion, cc-by)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Social Sciences › Arts and Humanities › Philosophy › Epistemology, Ethics, and Metaphysics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- tacit knowledge, explicit knowledge, knowledge representation, knowledge hierarchies, visual perception, memory, cognitive development, artificial grammar learning
- MeSH terms
- Cognition, Humans, Learning, Linguistics, Memory, Psychological Theory, Visual Perception, Knowledge
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