# Visualizations during arithmetic tasks hamper performance and increase cognitive load in 9-year-olds: an fNIRS study

**Authors:** Simon Skau, Jimmy Karlsson, Jakob Åsberg Johnels, Ola Helenius

PMC · DOI: 10.3389/fpsyg.2026.1722948 · Frontiers in Psychology · 2026-02-11

## TL;DR

This study finds that visual aids during arithmetic tasks increase cognitive load and reduce performance in 9-year-olds, as measured by fNIRS and behavioral data.

## Contribution

The study provides new empirical evidence that visual aids can increase cognitive load in children during arithmetic tasks.

## Key findings

- Tasks with visual aids led to more errors and longer response times compared to text-based tasks.
- fNIRS showed increased prefrontal cortex activity during tasks with visual aids, indicating higher cognitive load.
- Irrelevant visual information did not affect task scores but slowed response times.

## Abstract

This study investigates whether visual aids increase or decrease cognitive load during arithmetic tasks in 9-year-old children, using behavioral measures and functional near-infrared spectroscopy (fNIRS). Previous research suggests mixed outcomes regarding whether visual aids increase or reduce cognitive load in educational tasks. In this experiment, children (N = 81) completed arithmetic tasks under varying conditions: text-based tasks, visual aid tasks, and irrelevant visual information tasks, all under low and high cognitive load and controlled for arithmetic content. Contrary to our preregistered hypothesis, tasks with visual aids resulted in more errors, longer time to answer, and increased functional activity in the prefrontal cortex (PFC) compared to only text-based tasks, suggesting that visual aids increased cognitive load. Scores on tasks with irrelevant visual information were equivalent to text-based tasks, but time to answer was slower. Implications for future research on cognitive load and theories about cognitive load are discussed, especially what to control for and the distinction between intrinsic and extraneous load.

## Full-text entities

- **Genes:** HOMER3 (homer scaffold protein 3) [NCBI Gene 9454] {aka HOMER-3, VESL3}
- **Diseases:** mathematical learning disabilities (MESH:D007859), cognitive (MESH:D003072)
- **Chemicals:** deoxy (MESH:C038782), CPT (MESH:C000708228), AX (MESH:D000658), oxy (-)
- **Species:** Homo sapiens (human, species) [taxon 9606], Oryctolagus cuniculus (domestic rabbit, species) [taxon 9986]

## Full text

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## Figures

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## References

70 references — full list in the complete paper: https://tomesphere.com/paper/PMC12932464/full.md

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Source: https://tomesphere.com/paper/PMC12932464