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Updated: Jan 2, 2026

Multimedia Battery for Assessment of Cognitive and Basic Skills in Mathematics BM-PROMA
Published on: August 28, 2021
Visual and Spatial Working Memory Abilities Predict Early Math Skills: A Longitudinal Study.
Rachele Fanari1, Carla Meloni1, Davide Massidda1
1Department of Pedagogy, Psychology, Philosophy, Faculty of Humanities, University of Cagliari, Cagliari, Italy.
Spatial working memory impacts early math skills, while later math performance depends on both visual and spatial working memory, alongside early numerical abilities. This longitudinal study tracks young children's math development.
Area of Science:
- Cognitive Psychology
- Developmental Psychology
- Educational Psychology
Background:
- Visuospatial active working memory is crucial for cognitive functions.
- Early math skills are foundational for academic success.
- Understanding the interplay between working memory and math is vital for educational interventions.
Purpose of the Study:
- To investigate the longitudinal influence of visual and spatial active working memory on early math skills in primary school children.
- To examine how these relationships evolve over the first two years of primary school.
Main Methods:
- A longitudinal study involving 43 children over three time points (T1, T2, T3) during the first two years of primary school.
- Assessment of visual active working memory (jigsaw puzzle) and spatial active working memory (backward Corsi).
- Utilized age-appropriate math assessments (BIN 4-6, AC-MT 6-11) and regression models with Bayesian information criterion (BIC) for predictor selection.
Main Results:
- Spatial working memory predicted early numerical performance at T1.
- Early numerical performance uniquely predicted math performance at T2.
- At T3, math performance was associated with both visual and spatial working memory, with domain-specific predictors diminishing.
Conclusions:
- The distinct roles of visual and spatial working memory in math development change over time.
- Early numerical competence is a strong predictor of later math skills.
- Visuospatial working memory remains important for math ability throughout early primary school.
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