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Updated: Jun 24, 2026

Multimedia Battery for Assessment of Cognitive and Basic Skills in Mathematics (BM-PROMA)
Published on: August 28, 2021
Working memory and individual differences in mathematics achievement: a longitudinal study from first grade to second
Bert De Smedt1, Rianne Janssen, Kelly Bouwens
1Centre for Parenting, Child Welfare, and Disabilities, University of Leuven, Leuven 3000, Belgium.
Working memory, including the central executive, phonological loop, and visuospatial sketchpad, significantly predicts later mathematics achievement in young students. Different components contribute uniquely to math skills at different early grade levels.
Area of Science:
- Cognitive Psychology
- Developmental Psychology
- Educational Psychology
Background:
- Individual differences in cognitive abilities, particularly working memory, are crucial for academic success.
- Understanding the specific components of working memory and their relationship to mathematics is essential for targeted interventions.
Purpose of the Study:
- To investigate the longitudinal relationship between working memory components and mathematics achievement in first and second graders.
- To determine if working memory predicts later mathematics performance and to examine age-related differences in component contributions.
Main Methods:
- A longitudinal design was employed, assessing working memory (phonological loop, visuospatial sketchpad, central executive) at the start of first grade.
- Mathematics achievement was measured at the middle of first grade and the start of second grade.
- Statistical analyses examined the predictive power of working memory components on mathematics outcomes.
Main Results:
- Working memory significantly predicted mathematics achievement in both first and second grade.
- The central executive uniquely predicted mathematics achievement across both grade levels.
- The visuospatial sketchpad uniquely predicted first-grade math, while the phonological loop uniquely predicted second-grade math.
Conclusions:
- Working memory is a key predictor of early mathematics achievement.
- The relative importance of specific working memory components (visuospatial sketchpad, phonological loop) in mathematics performance changes with age.
- These findings highlight the importance of the central executive and domain-specific components of working memory for mathematical development.
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