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Related Experiment Video

Updated: May 9, 2026

Testing Sensory and Multisensory Function in Children with Autism Spectrum Disorder

Testing Sensory and Multisensory Function in Children with Autism Spectrum Disorder

Published on: April 22, 2015

Sensory processing differences and behavioural problems in children with autism: a retrospective study using

Chenyu Yan¹, Jialu Xu², Kexin Duan³

¹Department of Rehabilitation, Children's Hospital, National Clinical Research Center for Child and Adolescents' Health and Diseases, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.

BMJ Paediatrics Open

|May 7, 2026

Summary

This summary is machine-generated.

Sensory processing differences in autism are linked to behavioral issues. Vestibular/proprioceptive seeking and auditory sensitivity predict behavioral risks in children with autism.

Keywords:

Child Machine Learning

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Area of Science:

Neuroscience
Developmental Psychology
Clinical Psychology

Background:

Sensory processing differences (SPDs) are prevalent in children with autism spectrum disorder (ASD).
The specific impact of SPDs on behavioral problems in ASD requires further investigation.
Understanding these links is crucial for identifying children at risk and tailoring interventions.

Purpose of the Study:

To investigate the relationship between SPDs and behavioral problems in children with autism.
To identify specific sensory predictors associated with behavioral issues.
To discover sensory-based subtypes of autism linked to behavioral risk.

Main Methods:

A retrospective study of 127 children with autism (aged 1-7 years) using parent-reported questionnaires.
Analysis of 15 SPD features across five sensory modalities and six behavioral problems.
Statistical methods included Phi correlations, logistic regression, random forest with SHAP analysis, and hierarchical clustering.

Main Results:

Vestibular/proprioceptive seeking was linked to increased tantrums; auditory sensitivity and seeking behaviors were significant predictors.
Visual seeking was associated with better adaptation to routine changes.
A 'multi-sensory seeking' subtype exhibited higher rates of tantrums, indicating distinct behavioral profiles.

Conclusions:

SPDs are significantly associated with behavioral problems in children with autism.
Vestibular/proprioceptive seeking and auditory sensitivity are key indicators of behavioral risk.
Sensory profiling can aid in identifying at-risk children and personalizing interventions for autism.