Related Experiment Video
Updated: Mar 15, 2026

Use of a Video Scoring Anchor for Rapid Serial Assessment of Social Communication in Toddlers
Published on: March 14, 2018
Predictive Validity of the Modified Checklist for Autism in Toddlers (M-CHAT) Born Very Preterm
So Hyun Kim1, Robert M Joseph2, Jean A Frazier3
1Department of Psychiatry, Weill Cornell Medicine, New York, NY.
Insights
The Modified Checklist for Autism in Toddlers (M-CHAT) has limited predictive validity for autism spectrum disorder (ASD) in extremely preterm children. Factors like developmental impairments and socioeconomic status significantly impact screening accuracy.
Area of Science:
- Developmental Pediatrics
- Neonatology
- Child Psychology
Background:
- The Modified Checklist for Autism in Toddlers (M-CHAT) is a common screening tool for autism spectrum disorder (ASD).
- Extremely low gestational age newborns (ELGANs) are at higher risk for developmental disorders, including ASD.
- The predictive validity of the M-CHAT in high-risk preterm populations requires further investigation.
Purpose of the Study:
- To assess the predictive validity of the M-CHAT administered at 24 months for ASD diagnosis at 10 years in ELGANs.
- To determine the influence of sensorimotor, cognitive, socioeconomic, and emotional/behavioral factors on M-CHAT predictive accuracy.
Main Methods:
- A cohort of 827 ELGANs was followed from birth.
- M-CHAT performance was evaluated using sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).
- Predictive parameters were analyzed in relation to developmental impairments, socioeconomic status (SES), and emotional/behavioral dysregulation at age 2 years.
Main Results:
- The M-CHAT demonstrated a sensitivity of 52%, specificity of 84%, PPV of 20%, and NPV of 96% for ASD diagnosis at age 10.
- High false-positive rates were observed in children with hearing/vision impairments, lower SES, and motor/cognitive impairments.
- Emotional/behavioral dysregulation at age 2 also correlated with high false-positive rates.
Conclusions:
- The M-CHAT under-identifies ASD in nearly half of extremely preterm children.
- Sensorimotor and cognitive impairments, SES, and emotional/behavioral issues significantly affect M-CHAT accuracy in this population.
- Clinicians should consider these confounding factors when using the M-CHAT for ASD screening in very preterm toddlers.
Objective:
To examine the predictive validity of the Modified Checklist for Autism in Toddlers (M-CHAT) administered at age 24 months for autism spectrum disorder (ASD) diagnosed at 10 years of age in a US cohort of 827 extremely low gestational age newborns (ELGANs) followed from birth.
Study Design:
We examined the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of the M-CHAT in predicting an ASD diagnosis at age 10 years based on gold standard diagnostic instruments. We then assessed how these predictive parameters were affected by sensorimotor and cognitive impairments, socioeconomic status (SES), and emotional/behavioral dysregulation at age 2 years.
Results:
Using standard criteria, the M-CHAT had a sensitivity of 52%, a specificity of 84%, a PPV of 20%, and an NPV of 96%. False-positive and false-negative rates were high among children with hearing and vision impairments. High false-positive rates also were associated with lower SES, motor and cognitive impairments, and emotional/behavioral dysregulation at age 2 years.
Conclusions:
Among extremely preterm children with ASD, almost one-half were not correctly screened by the M-CHAT at age 2 years. Sensorimotor and cognitive impairments, SES, and emotional/behavioral dysregulation contributed significantly to M-CHAT misclassifications. Clinicians are advised to consider these factors when screening very preterm toddlers for ASD.
More Related Videos
19:15Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
10:11Portable Intermodal Preferential Looking IPL: Investigating Language Comprehension in Typically Developing Toddlers and Young Children with Autism
Published on: December 14, 2012
Related Concept Videos
Autism Spectrum Disorder
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
Modeling in Therapy
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...