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Developmental characteristics and accuracy of autism screening among two-year-old toddlers in the ECHO program.

Publication ,  Journal Article
Shuster, CL; Brennan, PA; Carter, BS; Check, J; D'Sa, V; Graff, JC; Helderman, J; Hofheimer, JA; Joseph, RM; Murphy, LE; O'Connor, TG; Wu, P-C ...
Published in: Pediatr Res
September 2024

BACKGROUND: The Modified Checklist for Autism in Toddlers (M-CHAT) is a common pediatric screening tool with mixed accuracy findings. Prior evidence supports M-CHAT screening for developmental concerns, especially in toddlers born preterm. This study examined M-CHAT accuracy in a large, nationwide sample. METHODS: 3393 participants from the Environmental influences on Child Health Outcomes (ECHO) program were included. Harmonized M-CHAT (M-CHAT-H) results were compared with parent-reported autism diagnosis and autism-related characteristics to assess accuracy for term and preterm children, together and separately. Generalized estimating equations, clustering for ECHO cohort and controlling for demographic covariates, were used to examine associations between developmental and behavioral characteristics with M-CHAT-H accuracy. RESULTS: Sensitivity of the M-CHAT-H ranged from 36 to 60%; specificity ranged from 88 to 99%. Positive M-CHAT-H was associated with more developmental delays and behavior problems. Children with severe motor delays and more autism-related problems were more likely to have a false-negative M-CHAT-H. Children with fewer behavior problems and fewer autism-related concerns were more likely to have a false-positive screen. CONCLUSION: The M-CHAT-H accurately detects children at low risk for autism and children at increased risk with moderate accuracy. These findings support use of the M-CHAT-H in assessing autism risk and developmental and behavioral concerns in children. IMPACT: Previous literature regarding accuracy of the Modified Checklist for Autism in Toddlers (M-CHAT) is mixed but this study provides evidence that the M-CHAT performs well in detecting children at low risk for autism and consistently detects children with developmental delays and behavioral problems. The M-CHAT moderately detects children at increased risk for autism and remains a useful screening tool. This study examines M-CHAT accuracy in a large-scale, nationwide sample, examining associations between screening accuracy and developmental outcomes. These findings impact pediatric screening for autism, supporting continued use of the M-CHAT while further elucidating the factors associated with inaccurate screens.

Duke Scholars

Published In

Pediatr Res

DOI

EISSN

1530-0447

Publication Date

September 2024

Volume

96

Issue

4

Start / End Page

1052 / 1061

Location

United States

Related Subject Headings

  • Sensitivity and Specificity
  • Reproducibility of Results
  • Pediatrics
  • Mass Screening
  • Male
  • Humans
  • Female
  • Developmental Disabilities
  • Child, Preschool
  • Child Development
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Shuster, C. L., Brennan, P. A., Carter, B. S., Check, J., D’Sa, V., Graff, J. C., … program collaborators for Environmental influences on Child Health Outcomes. (2024). Developmental characteristics and accuracy of autism screening among two-year-old toddlers in the ECHO program. Pediatr Res, 96(4), 1052–1061. https://doi.org/10.1038/s41390-024-03193-5
Shuster, Coral L., Patricia A. Brennan, Brian S. Carter, Jennifer Check, Viren D’Sa, Joyce C. Graff, Jennifer Helderman, et al. “Developmental characteristics and accuracy of autism screening among two-year-old toddlers in the ECHO program.Pediatr Res 96, no. 4 (September 2024): 1052–61. https://doi.org/10.1038/s41390-024-03193-5.
Shuster CL, Brennan PA, Carter BS, Check J, D’Sa V, Graff JC, et al. Developmental characteristics and accuracy of autism screening among two-year-old toddlers in the ECHO program. Pediatr Res. 2024 Sep;96(4):1052–61.
Shuster, Coral L., et al. “Developmental characteristics and accuracy of autism screening among two-year-old toddlers in the ECHO program.Pediatr Res, vol. 96, no. 4, Sept. 2024, pp. 1052–61. Pubmed, doi:10.1038/s41390-024-03193-5.
Shuster CL, Brennan PA, Carter BS, Check J, D’Sa V, Graff JC, Helderman J, Hofheimer JA, Joseph RM, Murphy LE, O’Connor TG, O’Shea TM, Pievsky M, Sheinkopf SJ, Shuffrey LC, Smith LM, Wu P-C, Lester BM, program collaborators for Environmental influences on Child Health Outcomes. Developmental characteristics and accuracy of autism screening among two-year-old toddlers in the ECHO program. Pediatr Res. 2024 Sep;96(4):1052–1061.

Published In

Pediatr Res

DOI

EISSN

1530-0447

Publication Date

September 2024

Volume

96

Issue

4

Start / End Page

1052 / 1061

Location

United States

Related Subject Headings

  • Sensitivity and Specificity
  • Reproducibility of Results
  • Pediatrics
  • Mass Screening
  • Male
  • Humans
  • Female
  • Developmental Disabilities
  • Child, Preschool
  • Child Development