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Verbal Working Memory Predicts Twice the Growth Rate in Math Skills for Children from Low- Income Homes Relative to
Andrew D Ribner1,2, Dana Miller-Cotto3, Rebecca Merkley4
1Chatham University.
Journal of Applied Developmental Psychology
|April 1, 2026
Summary
Verbal working memory (WM) significantly boosts math skills, especially for children in low-income households. Higher initial WM accelerates math development, with a stronger effect in disadvantaged contexts.
Area of Science:
- Cognitive Psychology
- Developmental Psychology
- Educational Psychology
Background:
- Working memory (WM) and socioeconomic status (SES) are known predictors of math achievement.
- The differential impact of WM on math skills across varying SES levels remains underexplored.
Purpose of the Study:
- To investigate how verbal WM predicts math achievement differently in low-income versus higher-income children in the U.S.
- To analyze the developmental trajectories of verbal WM and math skills across elementary school.
- To compare the magnitude of the association between verbal WM and math skill growth across SES strata.
Main Methods:
- Utilized data from a nationally representative sample of 13,527 children.
- Employed a parallel process model to examine the relationship between initial levels and growth of verbal WM and math skills.
- Applied a multi-group model to compare the strength of associations between verbal WM and math skill growth for low-income and not-low-income students.
Main Results:
- Higher initial verbal WM levels were associated with faster development of math skills.
- The effect size of verbal WM on math skill growth was nearly double for children in low-income households compared to those in higher-income homes.
- Findings underscore the critical role of verbal WM in math development, particularly in resource-limited environments.
Conclusions:
- Verbal working memory is a crucial factor in math achievement, with a more pronounced effect in low-SES children.
- Interventions aimed at supporting children in low-income households should consider enhancing verbal WM.
- Socioeconomic disparities significantly moderate the relationship between working memory and mathematical abilities, highlighting the need for targeted support.
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