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Updated: Jan 25, 2026

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Measuring Attentional Biases for Threat in Children and Adults
Published on: October 19, 2014
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The outcome predictability bias is evident in overt attention
Oren Griffiths1, Mike E Le Pelley2
1School of Psychology.
Summary
Prior experience with outcomes influences attention and learning. This study shows that predictable outcomes attract more attention and are learned faster, similar to informative cues in associative learning.
Area of Science:
- Cognitive psychology
- Human associative learning
- Attention research
Background:
- Human associative learning is influenced by prior experience with cues.
- Previously informative cues gain higher associability, attracting more attention and facilitating faster learning.
- Recent findings suggest outcomes also exhibit varying associability based on experience, but direct evidence linking this to attention was lacking.
Purpose of the Study:
- To investigate whether changes in outcome associability are accompanied by changes in attention.
- To provide direct evidence for attentional shifts in response to outcome predictability.
- To explore parallels between cue and outcome processing in associative learning.
Main Methods:
- Two experiments were conducted using a cued visual search task.
- Participants' eye-gaze was tracked to measure overt attention.
- The predictability of outcome stimuli was systematically manipulated.
Main Results:
- Prior predictability of outcome stimuli significantly biased participants' eye-gaze.
- Learning rates for outcome stimuli were influenced by their prior predictability.
- These effects mirrored attention and learning patterns observed with cue stimuli.
Conclusions:
- Outcome stimuli, similar to cue stimuli, can modulate attention and learning resources based on associative history.
- Prior experience with outcomes affects how individuals attend to and learn about them.
- This supports a unified view of how associative history shapes attention and learning for both cues and outcomes.
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