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Published on: March 14, 2018
Accurate Autism Screening at the 18-Month Well-Child Visit Requires Different Strategies than at 24 Months
Raymond Sturner1,2,3, Barbara Howard4,5, Paul Bergmann6,7
1Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA. rsturner@childhealthcare.org.
Insights
The Modified Checklist for Autism in Toddlers, Follow-up Interview (M-CHAT/F) shows improved accuracy for autism screening in toddlers. Enhancing the M-CHAT/F with language-focused algorithms can boost early detection rates.
Area of Science:
- Developmental Pediatrics
- Child Psychology
- Early Childhood Intervention
Background:
- Early identification of Autism Spectrum Disorder (ASD) is crucial for timely intervention and improved outcomes.
- The Modified Checklist for Autism in Toddlers (M-CHAT) and its follow-up interview (M-CHAT/F) are widely used screening tools.
- Screening accuracy can vary based on child's age at the time of assessment.
Purpose of the Study:
- To compare the accuracy of autism screening using the M-CHAT/F at 18 months versus 24 months of age.
- To identify factors that influence the positive predictive value (PPV) of the M-CHAT/F in a community sample.
- To develop an age-based algorithm to enhance screening accuracy in younger toddlers.
Main Methods:
- A community sample of 98 toddlers who screened positive on the M-CHAT underwent formal ASD diagnostic testing.
- The positive predictive value (PPV) of the M-CHAT and M-CHAT/F was calculated for different age groups (<20 months and 20+ months).
- Multivariate analyses examined the contribution of various developmental measures (ASQ, CDI) and M-CHAT/F components to screening accuracy.
Main Results:
- The M-CHAT/F demonstrated a higher PPV (0.58) compared to the M-CHAT alone (0.40).
- The M-CHAT/F achieved a higher PPV (0.69) in children aged 20 months and older, compared to younger children (<20 months, PPV=0.36).
- Language development variables were identified as the most significant predictors for improving PPV in younger toddlers.
Conclusions:
- The M-CHAT/F is a more accurate autism screening tool than the M-CHAT alone.
- Age is a significant factor influencing the M-CHAT/F's predictive accuracy, with older toddlers yielding better results.
- An age-based algorithm incorporating language variables holds promise for enhancing early autism detection in toddlers under 20 months.
Abstract:
Accuracy of autism screening using M-CHAT plus the follow-up interview (M-CHAT/F) for children screened positive at 18-months was compared to screening at 24-months. Formal ASD testing was criterion for a community sample of M-CHAT positive children (n = 98), positive predictive value (PPV) was 0.40 for the M-CHAT and 0.58 for the M-CHAT/F. MCHAT/F PPV was 0.69 among children 20+ months compared to 0.36 for <20 months. Multivariate analyses incorporating data from the Ages and Stages Questionnaire, MacArthur-Bates Communicative Development Inventory, M-CHAT and M-CHAT/F results, and M-CHAT items suggest language variables carry greatest relative importance in contributing to an age-based algorithm with potential to improve PPV for toddlers <20 months to the same level as observed in older toddlers.

