Related Experiment Video
Updated: Dec 30, 2025

Measuring Attention and Visual Processing Speed by Model-based Analysis of Temporal-order Judgments
Published on: January 23, 2017
Learned prioritization yields attentional biases through selection history.
Jaap Munneke1,2,3, Jennifer E Corbett4,5,6, Erik van der Burg7,8,9
1College of Health and Life Sciences, Brunel University London, Kingston Lane, London, UB8 3PH, UK. Jaap.Munneke@brunel.ac.uk.
Learned prioritization, where stimuli have unequal importance, creates lasting attentional bias. This bias affects selective attention, influencing how we process visual information based on past experiences.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Visual Perception
Background:
- Selection history influences attentional allocation.
- The specific behavioral factors driving attentional bias are not fully understood.
- Learned prioritization is proposed as a key mechanism underlying selection history's effects.
Purpose of the Study:
- To investigate learned prioritization as a mechanism for attentional bias.
- To examine how learned stimulus priorities affect selective attention.
- To differentiate learned prioritization from reward-based attention mechanisms.
Main Methods:
- Two experiments involved training participants on differential stimulus priorities using a visual search task.
- Experiment 1: Equal overall stimulus priorities after training.
- Experiment 2: Unequal overall stimulus priorities after training.
- A subsequent visual search task tested for attentional bias.
Main Results:
- Attentional selection was only affected when stimuli had unequal learned priorities (Experiment 2).
- Increased reaction times occurred when distractors appeared in previously high-priority colors compared to low-priority colors.
- These findings suggest selection history does not affect all previously selected stimuli equally.
Conclusions:
- Adopting an attentional set with prioritized stimuli leads to a persistent attentional bias.
- Learned prioritization may explain attentional capture observed in value-driven attention studies, rather than reward alone.
- This research clarifies the role of learned prioritization in shaping selective attention.
Related Concept Videos
First Impression
Hindsight Biases
Confirmation Biases
Serial Position Effect
The Availability Heuristic
The Anchoring-and-Adjustment Heuristic

