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Related Experiment Video

Updated: Sep 6, 2025

Dissociation of the Confounding Influences of Expectancy and Integrative Difficulty Residing in Anomalous Sentences in Event-related Potential Studies
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Explicitly predicting outcomes enhances learning of expectancy-violating information.

Garvin Brod1,2, Andrea Greve3, Dietsje Jolles4

  • 1DIPF | Leibniz Institute for Research and Information in Education, Rostocker Str. 6, 60323, Frankfurt am Main, Germany. brod@dipf.de.

Psychonomic Bulletin & Review
|June 29, 2022
PubMed
Summary
This summary is machine-generated.

Making deliberate predictions before learning enhances memory for surprising information. This active prediction boosts learning of unexpected outcomes, unlike passive observation.

Keywords:
Active learningPrediction errorPupillometrySurpriseViolation of expectation

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Area of Science:

  • Cognitive Neuroscience
  • Learning Sciences

Background:

  • Predictive coding theories propose the brain anticipates future events.
  • Learning is driven by prediction errors, or surprising outcomes.

Purpose of the Study:

  • To investigate if explicit, deliberate prediction enhances learning of unexpected information.
  • To compare learning outcomes when predictions are made before versus after experiencing information.

Main Methods:

  • Two experiments were conducted using numerical facts.
  • Participants generated explicit predictions either before or after viewing the facts.
  • Memory for expectancy-violating information was assessed.
  • Pupillary response data were collected in Experiment 2.

Main Results:

  • Explicit prediction significantly improved memory for highly unexpected outcomes.
  • A U-shaped relationship was observed between expectedness and memory performance.
  • In contrast, post hoc prediction showed decreased memory with increased unexpectedness.
  • Pupillary surprise responses correlated with learning of unexpected information.

Conclusions:

  • Deliberate prediction increases learner engagement and the importance of outcomes.
  • This active prediction strategy particularly benefits the learning of novel or unexpected information.
  • Findings support the role of prediction in adaptive learning and memory consolidation.