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Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques

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Gesture-based Instruction Enhances Neural Synchrony and Predicts Children's Mathematical Learning.

Marine Yumeng Wang¹, Kristine Hocker¹, Alfred Chao¹

¹University of Chicago.

Journal of Cognitive Neuroscience

|March 23, 2026

Summary

This summary is machine-generated.

Gesture-based math instruction enhances children's learning by fostering neural synchrony in brain regions crucial for arithmetic. This method, unlike action-based instruction, shows a clear link between brain activity and learning gains.

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Area of Science:

Cognitive Neuroscience
Educational Psychology
Developmental Neuroscience

Background:

Teacher gestures significantly impact children's mathematics learning.
Gesture-based instruction is more effective than action-based instruction for specific mathematical concepts.

Purpose of the Study:

To investigate the neural mechanisms underlying the effectiveness of gesture-based versus action-based mathematics instruction.
To determine if neural synchrony in specific brain regions predicts learning outcomes.

Main Methods:

Functional near-infrared spectroscopy (fNIRS) was used to measure brain activity in 73 children (8-10 years old).
Children watched videotaped lessons employing either gesture-based or action-based instruction.
Intersubject neural synchrony was analyzed in motor cortex and angular gyrus.

Main Results:

Gesture-based instruction led to greater intersubject neural synchrony in the motor cortex and angular gyrus compared to action-based instruction.
Synchrony in the right angular gyrus during gesture instruction positively predicted learning gains.
No such predictive relationship was found for action-based instruction.

Conclusions:

Gestures facilitate shared neural representations in brain regions essential for arithmetic reasoning.
This provides a neural basis for the behavioral advantages of gesture in mathematics education.
fNIRS is a valuable tool for studying neural processes during mathematical learning in children.