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Learning: from association to cognition.

David R Shanks1

  • 1Division of Psychology and Language Sciences, University College London, London WC1H 0AP United Kingdom. d.shanks@ucl.ac.uk

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Summary
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This review explores the long-standing debate between associationist and cognitive theories of learning. It examines evidence for both, questioning the strict separation of conscious and unconscious learning processes.

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Area of Science:

  • Cognitive Psychology
  • Neuroscience
  • Learning Theory

Background:

  • A historical tension exists between association-based and cognitive theories of learning.
  • Associationism uses concepts like reinforcement, while cognitive theories emphasize hypothesis testing and reasoning.
  • Recent research suggests cognitive processes, like inferential reasoning, influence phenomena such as blocking in learning.

Purpose of the Study:

  • To review key findings in learning research.
  • To evaluate evidence supporting associative and cognitive explanatory constructs.
  • To critically examine the dichotomy of conscious (explicit) versus unconscious (implicit) learning.

Main Methods:

  • Selective review of experimental findings.
  • Evaluation of evidence for associative and cognitive theories.
  • Critical analysis of the explicit/implicit learning dichotomy.

Main Results:

  • Evidence suggests inferential reasoning plays a role in cue selection (blocking).
  • The strict separation between noncognitive (implicit) and cognitive (explicit) learning is questioned.
  • The claim that learning can occur unconsciously is critically examined.

Conclusions:

  • The review challenges a simple dichotomy between associative and cognitive learning.
  • It questions the extent to which learning is strictly conscious or unconscious.
  • Further research is needed to fully understand the interplay of different learning mechanisms.