The Metacognitive Implications of the Implicit-Explicit Distinction

In this chapter we establish what it is for something to be implicit. The approach to implicit knowledge is taken from Dienes and Perner (1999) and Perner and Dienes (1999), which relates the implicit-explicit distinction to knowledge representations. To be clear about exactly what our claims are we first discuss what a representation is, what it is for a representation to represent something implicitly or explicitly and apply those concepts to knowledge. Next we show how maximally explicit knowledge is naturally associated with consciousness (according to the higher order thought theory). Then we discuss the relationships between explicit knowledge and metacognition, where metacognition is considered in terms of both its monitoring and control aspects, to shed light on conscious and unconscious perception, episodic memory, and volitional control. We will then show how implicit learning should be viewed in metacognitive terms, and conclude that people’s relative lack of metaknowledge in implicit learning paradigms justifies the claim that people have acquired genuinely implicit knowledge.

[1]  Donald E. Broadbent,et al.  Human Control of a Simulated Economic System , 1978 .

[2]  Bruce Bridgeman,et al.  Complementary Cognitive and Motor Image Processing , 1991 .

[3]  E. Balint Memory and consciousness. , 1987, The International journal of psycho-analysis.

[4]  L. Reder Implicit memory and metacognition , 1996 .

[5]  R. Mathews,et al.  Role of Implicit and Explicit Processes in Learning From Examples: A Synergistic Effect , 1989 .

[6]  P. Sheehan,et al.  Hypnosis and Experience: The Exploration of Phenomena and Process , 1982 .

[7]  Adrian Cussins Content, Embodiment and Objectivity —The Theory of Cognitive Trails— , 1992 .

[8]  Josef Perner,et al.  A theory of the implicit nature of implicit learning , 2002 .

[9]  Z. Dienes,et al.  The role of specific instances in controlling a dynamic system , 1995 .

[10]  John H. Flavell,et al.  Development of the appearance-reality distinction , 1983, Cognitive Psychology.

[11]  D. Rosenthal Consciousness, Content, and Metacognitive Judgments , 2000, Consciousness and Cognition.

[12]  Bruce W. A. Whittlesea,et al.  Implicit learning: Indirect, not unconscious , 1997 .

[13]  R. Mathews,et al.  Role of Implicit and Explicit Processes in Learning From Examples : A Synergistic Effect , 2004 .

[14]  R. Kirk,et al.  Consciousness and Concepts , 1992 .

[15]  L L Jacoby,et al.  Unconscious perception: attention, awareness, and control. , 1994, Journal of experimental psychology. Learning, memory, and cognition.

[16]  T. O. Nelson Consciousness and metacognition. , 1996 .

[17]  Pierre Perruchet,et al.  Synthetic Grammar Learning : Implicit Rule Abstraction or Explicit Fragmentary Knowledge ? Pierre Perruchet and Chantal Pacteau , 1990 .

[18]  F. J. Evans,et al.  Hypnotizability and the deployment of waking attention. , 1977 .

[19]  Asher Koriat,et al.  The Feeling of Knowing: Some Metatheoretical Implications for Consciousness and Control , 2000, Consciousness and Cognition.

[20]  Carl Martin Allwood,et al.  Realism in confidence judgements of performance based on implicit learning. , 2000 .

[21]  Annie Vinter,et al.  Implicit learning shapes new conscious percepts and representations , 1997 .

[22]  L. Jacoby A process dissociation framework: Separating automatic from intentional uses of memory , 1991 .

[23]  Regina Bernhaupt,et al.  Application of implicit knowledge: deterministic or probabilistic? , 1997 .

[24]  L. Weiskrantz Some contributions of neuropsychology of vision and memory to the problem of consciousness. , 1988 .

[25]  Fred I. Dretske Explaining Behavior: Reasons in a World of Causes , 1990 .

[26]  Jonathan W. Schooler,et al.  Scientific Approaches to Consciousness , 1997 .

[27]  Zoltan Dienes,et al.  Mapping across domains without feedback: A neural network model of implicit learning , 1999 .

[28]  D. Norman,et al.  Attention to action: Willed and automatic control , 1980 .

[29]  Josef Perner,et al.  Implicit knowledge in people and connectionist networks , 1996 .

[30]  M. Martin White Queen Psychology and Other Essays for Alice , 1995 .

[31]  Philip M. Merikle,et al.  Parallels between Perception without Attention and Perception without Awareness , 1997, Consciousness and Cognition.

[32]  Naomi Eilan,et al.  Agency and Self Awareness , 2003 .

[33]  John R. Searle,et al.  Consciousness, explanatory inversion, and cognitive science , 1990, Behavioral and Brain Sciences.

[34]  P. Merikle,et al.  Priming with and without awareness , 1984, Perception & psychophysics.

[35]  Thomas Goschke,et al.  Implicit learning of perceptual and motor sequences: Evidence for independent learning systems. , 1998 .

[36]  A. Reber Implicit learning of artificial grammars , 1967 .

[37]  D. Broadbent,et al.  On the Relationship between Task Performance and Associated Verbalizable Knowledge , 1984 .

[38]  G. Schwartz,et al.  Consciousness and Self-Regulation , 1976 .

[39]  Dianne C. Berry,et al.  Implicit Learning , 1993 .

[40]  Axel Cleeremans,et al.  Can sequence learning be implicit? New evidence with the process dissociation procedure , 2001, Psychonomic bulletin & review.

[41]  F. Brentano Psychology from an Empirical Standpoint , 1874 .

[42]  Donald E. Broadbent,et al.  Decision and stress , 1971 .

[43]  N. Spanos,et al.  Hypnotic behavior: A social-psychological interpretation of amnesia, analgesia, and “trance logic” , 1986, Behavioral and Brain Sciences.

[44]  J. Gardiner Functional aspects of recollective experience , 1988, Memory & cognition.

[45]  Z. Dienes,et al.  Authors ’ Response Deconstructing RTK : How to Explicate a Theory of Implicit Knowledge , 1999 .

[46]  J. Kihlstrom,et al.  Mental Representations of the Self , 1984 .

[47]  T. O. Nelson Metamemory: A Theoretical Framework and New Findings , 1990 .

[48]  D. Armstrong,et al.  The Nature of Mind and Other Essays , 1983 .

[49]  D. Rosenthal Metacognition and Higher-Order Thoughts , 2000, Consciousness and Cognition.

[50]  Z. Dienes,et al.  Implicit learning: Below the subjective threshold , 1997 .

[51]  D. Shanks,et al.  Characteristics of dissociable human learning systems , 1994, Behavioral and Brain Sciences.

[52]  H. Radtke,et al.  Episodic and semantic memory in posthypnotic amnesia: A reevaluation. , 1982, Journal of personality and social psychology.

[53]  P. Merikle,et al.  Distinguishing conscious from unconscious perceptual processes. , 1986, Canadian journal of psychology.

[54]  G. Miller The Mating Mind: How Sexual Choice Shaped the Evolution of Human Nature , 2000 .

[55]  Ruth Garrett Millikan,et al.  White Queen Psychology and Other Essays for Alice. , 1984 .

[56]  Ron Chrisley Non-conceptual psychological explanation: content and computation , 1996 .

[57]  D Broadbent,et al.  Implicit and explicit knowledge bases in artificial grammar learning. , 1991, Journal of experimental psychology. Learning, memory, and cognition.

[58]  B. W. Whittlesea,et al.  Incidentally, things in general are particularly determined: An episodic-processing account of implicit learning , 1993 .

[59]  Z. Dienes,et al.  A theory of implicit and explicit knowledge , 1999, Behavioral and Brain Sciences.

[60]  N. Brody Unconscious learning of rules: Comment on Reber's analysis of implicit learning. , 1989 .

[61]  Z. Dienes,et al.  UNCONSCIOUS KNOWLEDGE OF ARTIFICIAL GRAMMARS IS APPLIED STRATEGICALLY , 1995 .

[62]  Z Dienes,et al.  The Role of Implicit Memory in Controlling a Dynamic System , 1998, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[63]  Anthony J. Marcel,et al.  Consciousness in Contemporary Science , 1992 .

[64]  R. A. Carlson,et al.  A case of syntactical learning and judgment: How conscious and how abstract? , 1984 .

[65]  Zoltan Dienes,et al.  Connectionist and Memory-Array Models of Artificial Grammar Learning , 1992, Cogn. Sci..

[66]  D. Rosenthal Two concepts of consciousness , 1986 .

[67]  D. Norman,et al.  Attention to Action: Willed and Automatic Control of Behavior Technical Report No. 8006. , 1980 .

[68]  I. Kirsch The social learning theory of hypnosis. , 1991 .

[69]  Lawrence Stark,et al.  Presbyopia research : from molecular biology to visual adaptation , 1991 .

[70]  Roger Smook Explaining Behaviour: Reasons in a World of Causes , 1989 .

[71]  Josef Perner,et al.  Language and thought: The meta-intentional nature of executive functions and theory of mind , 1998 .

[72]  C. Moore,et al.  Episodic Memory: Essential Distinctions and Developmental Implications , 2001 .

[73]  Gerry Altmann,et al.  Mapping across Domains Without Feedback: A Neural Network Model of Transfer of Implicit Knowledge , 1999, Cogn. Sci..

[74]  M. Tye Ten Problems of Consciousness: A Representational Theory of the Phenomenal Mind , 1997 .

[75]  A. Reber Implicit learning and tacit knowledge , 1993 .