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Modeling test learning and dual-task dissociations.

Tobias Johansson1

  • 1Department of Psychology, Kristianstad University, 291 88, Kristianstad, Sweden. Tobias.Johansson@hkr.se.

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Summary
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Cognitive psychology often distinguishes automatic and intentional processes. This study proposes test learning and knowledge updates explain task performance, challenging the necessity of this distinction for artificial grammar learning.

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Area of Science:

  • Cognitive Psychology
  • Learning and Memory

Background:

  • The distinction between automatic and intentional processes is central to cognitive psychology but often lacks clear operational definitions.
  • Previous research, such as Hendricks et al. (2013), used dual-task paradigms to infer these underlying processes in artificial grammar learning.

Purpose of the Study:

  • To propose and evaluate an alternative explanation for performance dissociations in artificial grammar learning tasks.
  • To investigate the role of test learning and knowledge updating as mechanisms underlying observed performance differences.

Main Methods:

  • Formal memory models were implemented to simulate learning and performance.
  • Models focused on test-phase learning and item similarity, contrasting with automatic/intentional process accounts.

Main Results:

  • The implemented memory models successfully accounted for the dissociations observed in dual-task studies.
  • Performance differences were explained by participants updating their knowledge during the test phase, rather than by distinct automatic and intentional systems.

Conclusions:

  • The findings suggest that performance dissociations in artificial grammar learning can be explained by test learning and similarity.
  • This provides an alternative to the automatic versus intentional process distinction, offering a more parsimonious explanation for empirical observations.