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Updated: Apr 12, 2026

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Feedback valence affects auditory perceptual learning independently of feedback probability
Sygal Amitay1, David R Moore1, Katharine Molloy1
1Medical Research Council-Institute of Hearing Research, Nottingham, United Kingdom.
Learning is enhanced when feedback accurately reflects task difficulty. Contrary to expectations, positive feedback indicating poor performance drove the most significant learning gains, suggesting a nuanced approach to feedback in training programs.
Area of Science:
- Cognitive Psychology
- Educational Psychology
- Neuroscience
Background:
- Previous research suggests negative feedback is more effective for learning than positive feedback.
- The impact of feedback valence and probability on learning remains an area of active investigation.
- Understanding how feedback influences learning is crucial for optimizing educational strategies.
Purpose of the Study:
- To investigate the effects of varying amounts of negative and positive feedback on learning.
- To determine how feedback valence and probability interact to influence learning outcomes.
- To explore the relationship between perceived task difficulty and feedback effectiveness.
Main Methods:
- Participants attempted an impossible tone discrimination task under four feedback conditions.
- Feedback conditions varied in valence (positive/negative) and probability (10%/90%).
- Post-training performance was assessed to measure learning across conditions.
Main Results:
- Feedback indicating poor performance led to better post-training results than feedback indicating good performance.
- Positive feedback generally resulted in better performance than negative feedback.
- Learning was most robust when positive feedback accurately reflected the task's subjective difficulty.
Conclusions:
- Feedback effectiveness depends on both its valence and probability, which influence motivation and learning respectively.
- Learning occurs when feedback probability aligns with the perceived difficulty of the task.
- Optimizing training requires considering both feedback valence and probability for enhanced learning.
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