A meta-analysis on mathematical deficits among Chinese children with mathematical learning difficulties

Previous studies have found that children with mathematical learning difficulties (MLD) exhibit mathematical deficiencies consistent with the cognitive deficit theory. However, no research has yet examined and quantified the mathematical deficits in children with MLD. This study aims to synthesize findings on numerical cognition, calculations, fractions/decimals, geometry, and word problems deficits among Chinese children with MLD using a meta-analytic method. A total of 77 studies, including 505 effect sizes, were included. The results indicate that the severity of mathematical deficits among Chinese children with MLD follows this order: calculations (g = -1.70) and fractions/decimals (g = -1.45), word problems (g = -1.33) and numerical cognition (g = -1.25), and geometry (g = -0.79). Future research should focus on distinguishing specific mathematical skills to evaluate and clarify the primary and secondary deficits in children with MLD. This will enhance the targeting of educational interventions, ultimately supporting the improvement of mathematical skills in these children.

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Publication Details

Journal
Acta Psychologica
Published
2026-05-01
DOI
https://doi.org/10.1016/j.actpsy.2026.106900
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
0.00

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article

A meta-analysis on mathematical deficits among Chinese children with mathematical learning difficulties

Yanjiao Wang, Pei Wang, Yanyan Ma
Acta Psychologica
Cognitive and developmental aspects of mathematical skills
article

A meta-analysis on mathematical deficits among Chinese children with mathematical learning difficulties

Yanjiao Wang, Pei Wang, Yanyan Ma
article en

Abstract

Previous studies have found that children with mathematical learning difficulties (MLD) exhibit mathematical deficiencies consistent with the cognitive deficit theory. However, no research has yet examined and quantified the mathematical deficits in children with MLD. This study aims to synthesize findings on numerical cognition, calculations, fractions/decimals, geometry, and word problems deficits among Chinese children with MLD using a meta-analytic method. A total of 77 studies, including 505 effect sizes, were included. The results indicate that the severity of mathematical deficits among Chinese children with MLD follows this order: calculations (g = -1.70) and fractions/decimals (g = -1.45), word problems (g = -1.33) and numerical cognition (g = -1.25), and geometry (g = -0.79). Future research should focus on distinguishing specific mathematical skills to evaluate and clarify the primary and secondary deficits in children with MLD. This will enhance the targeting of educational interventions, ultimately supporting the improvement of mathematical skills in these children.

Acta PsychologicaVol. 266
Wenzhou Medical University (CN), Central China Normal University (CN), Inner Mongolia Medical University (CN)
National Social Science Fund Youth Project
Quality Education
Openalex Percentile: Top 7%
Cognitive and developmental aspects of mathematical skills
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