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Updated: May 9, 2026

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Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Task- and age-dependent effects of visual stimulus properties on children's explicit numerosity judgments
Emmy Defever1, Bert Reynvoet, Titia Gebuis
1Laboratory of Experimental Psychology, University of Leuven, 3000 Leuven, Belgium. emmy.defever@kuleuven-kulak.be
Journal of Experimental Child Psychology
|July 18, 2013
Summary
Visual cues significantly impact numerosity judgments, especially in children. These effects vary by task (comparison vs. same-different) and age, complicating direct comparisons and showing no clear link to math achievement.
Area of Science:
- Cognitive psychology
- Developmental psychology
- Neuroscience
Background:
- Numerosity processing research often manipulates visual stimulus properties to isolate pure number perception.
- Previous studies indicate visual cues persist in influencing numerosity judgments despite controls.
- Understanding these visual influences is crucial for accurate numerosity assessment.
Purpose of the Study:
- To investigate if visual stimulus manipulation effects on numerosity judgments differ between comparison and same-different tasks.
- To examine how these effects change across different developmental stages.
- To explore the role of visual influences in the relationship between numerosity tasks and mathematics achievement.
Main Methods:
- Participants completed numerosity comparison and same-different tasks with manipulated visual stimuli.
- Data were analyzed to assess the impact of visual properties on performance across age groups.
- Correlations were examined between task performance, visual cue influence, and mathematics achievement.
Main Results:
- Visual stimulus manipulations demonstrably affected numerosity judgments.
- The influence of visual cues varied significantly with age and task type (comparison vs. same-different).
- No significant relationship was found between numerosity task performance and mathematics achievement in typically developing children or those with mathematical learning disability (MLD).
Conclusions:
- Direct comparisons of numerosity studies are challenging due to task and age-dependent visual cue influences.
- Developmental changes and task specificity are critical factors in numerosity research.
- Visual cue effects in numerosity tasks do not appear to directly correlate with mathematical abilities in children.

