Bidirectional effects between working memory and math in children with and without math disabilities: Does working memory or math drive the system?

Inefficient working memory (WM) processes underlie poor math performance in children with math disabilities (MD). However, the assumed directional relationship between WM and math performance in children with MD has not been tested. Recent studies with large heterogeneous samples of elementary school children show a bidirectional relationship between working memory and achievement (math in this case) in which achievement (i.e., math) plays the dominant role in later WM development. In this study, we investigate the bidirectional relation between WM and math in three cohorts across three grades (Cohort 1 = grades 1 to 3; Cohort 2 = grades 2 to 4; Cohort 3 = grades 3 to 5) of children (N = 651) over three years. Within these cohorts, children with MD (n = 103) were compared to children without MD (n = 446) and high math achievers (n = 175). The results showed that: (1) the pattern of within-subject changes and between-subject changes varied between children with and without MD, (2) age-related increases in math proficiency drew extensively upon WM resources, and (3) model testing showed a directional influence of WM on math for children without MD and high achievers, but not for children with MD. Performance for children with MD reflected a weaker connection between WM and math at the initial stage than in the later stages of learning. Taken together, the results suggest that the dominance of math predictions on later development of WM is not necessarily due to prior math knowledge or a reduction in WM resources, but to the weaker growth of WM relative to math growth.

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Publication Details

Journal
Journal of Experimental Child Psychology
Published
2025-11-07
DOI
https://doi.org/10.1016/j.jecp.2025.106404
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
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article

Bidirectional effects between working memory and math in children with and without math disabilities: Does working memory or math drive the system?

H. Lee Swanson
Journal of Experimental Child Psychology
Cognitive and developmental aspects of mathematical skills
article

Bidirectional effects between working memory and math in children with and without math disabilities: Does working memory or math drive the system?

H. Lee Swanson
article en

Abstract

Inefficient working memory (WM) processes underlie poor math performance in children with math disabilities (MD). However, the assumed directional relationship between WM and math performance in children with MD has not been tested. Recent studies with large heterogeneous samples of elementary school children show a bidirectional relationship between working memory and achievement (math in this case) in which achievement (i.e., math) plays the dominant role in later WM development. In this study, we investigate the bidirectional relation between WM and math in three cohorts across three grades (Cohort 1 = grades 1 to 3; Cohort 2 = grades 2 to 4; Cohort 3 = grades 3 to 5) of children (N = 651) over three years. Within these cohorts, children with MD (n = 103) were compared to children without MD (n = 446) and high math achievers (n = 175). The results showed that: (1) the pattern of within-subject changes and between-subject changes varied between children with and without MD, (2) age-related increases in math proficiency drew extensively upon WM resources, and (3) model testing showed a directional influence of WM on math for children without MD and high achievers, but not for children with MD. Performance for children with MD reflected a weaker connection between WM and math at the initial stage than in the later stages of learning. Taken together, the results suggest that the dominance of math predictions on later development of WM is not necessarily due to prior math knowledge or a reduction in WM resources, but to the weaker growth of WM relative to math growth.

Journal of Experimental Child PsychologyVol. 263
Minnesota Department of Education (US)
Openalex Percentile: Top 69%
Cognitive and developmental aspects of mathematical skills
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Bidirectional effects between working memory and math in children with and without math disabilities: Does working memory or math drive the system? — H. Lee Swanson · Journal of Experimental Child Psychology (2025) | TGRS Research Map | TGRS