Original title: Beyond numbers: working memory deficits in children with mathematical difficulties - A longitudinal meta-analysis
Andrea Kósa, Liviu-Andrei Fodor · August 2026
Kids need working memoryThe mental system that holds and manipulates small amounts of information temporarily, like a mental scratchpad. to learn math. Working memory is the mental space where your brain temporarily holds and juggles information. Scientists have debated whether children who struggle with math have lasting weaknesses in this system. Researchers pooled data from 36 studies that tracked children over time. They compared children with mathematical difficulties to typically developing peers. The researchers checked how well kids could balance tasks, manage spoken words, and remember visual information. They found that children with math difficulties have broad, moderate working memory deficits. The biggest struggle appeared in the central executiveThe part of working memory that controls attention and coordinates information from other memory systems., the part of the brain that controls attention and handles multiple tasks at once. These memory struggles are not just short delays that kids grow out of; they persist across development. Finally, studies with stricter diagnostic rules showed even larger deficits. This means these memory weaknesses stay over time and directly shape how children learn math.
Imagine trying to build a tower with blocks while also remembering a list of instructions. If your workspace is small, you might forget a step or drop a block. In this paper, children with math difficulties have a smaller mental workspace for holding numbers and steps, and this limitation stays with them as they grow, making math harder over time.
Children with math difficulties often struggle not because they don't understand concepts, but because their working memory—the mental scratchpad for holding and manipulating information—is persistently weaker. This study shows that this weakness doesn't go away as they grow older, meaning early support is crucial. Teachers and parents need to adjust instruction to reduce memory demands, helping prevent long-term gaps in math learning.
The abstract does not explicitly state limitations, but as a meta-analysis, it is constrained by the designs and measures of the included studies. It also notes that diagnostic criteria and measurement approaches systematically affect the size of reported deficits, meaning results are not uniform across different definitions of math difficulties. The study does not establish causal mechanisms, only associations between working memory and math performance.
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Beyond numbers: working memory deficits in children with mathematical difficulties - A longitudinal meta-analysis — Andrea Kósa, Liviu-Andrei Fodor — Journal of experimental child psychology — doi:10.1016/j.jecp.2026.106612
Abstract licence: CC BY
Explanation generated by Synthesis from the abstract — it is not the original paper.