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EmergingMeta-Analysis

Do Wechsler intelligence scales predict academic achievement in children with ADHD or autism? A systematic review and meta-analysis.

Applied neuropsychology. Child2026

Marinopoulou Maria, Åsberg Johnels Jakob, Bornehag Carl-Gustaf, Unenge Hallerbäck Maria, Billstedt Eva

What this study means for families

This research looked at whether IQ tests can predict how well children with ADHD or autism will do academically. The study found that IQ scores do help predict academic performance in reading, writing, and math for these children. Processing speed (how quickly children can complete tasks) was also a good predictor. The results were strongest for children with ADHD, with less data available for autistic children.

This suggests IQ testing can be useful for understanding a child's academic potential, though other factors like motivation are also important.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Research summary

This systematic review and meta-analysis examined whether Wechsler intelligence scales predict academic achievement in children with ADHD and autism spectrum disorder (ASD). The study analyzed 12 studies including 1,834 children with ADHD and 176 with ASD, aged 6-16 years. Meta-analyses revealed moderate correlations between IQ scores and academic performance in word reading, written language, and mathematics for children with ADHD. Processing speed also showed moderate correlations with these academic domains.

Full Scale IQ was associated with academic achievement in both ADHD and ASD groups, and with grades in ADHD. The findings suggest Wechsler intelligence scales are valuable predictors of academic performance in these neurodevelopmental conditions, though additional factors like motivation require further investigation.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Key findings

  • 1

    Moderate correlations found between IQ scores and academic achievement in word reading, written language, and mathematics for children with ADHD

    Confidence: moderateRelevance: Supports use of Wechsler scales for academic prediction in ADHD populations
  • 2

    Processing speed showed moderate correlations with academic achievement domains

    Confidence: moderateRelevance: Processing speed may be particularly important for academic planning
  • 3

    Full Scale IQ associated with academic achievement in both ADHD and ASD groups

    Confidence: limitedRelevance: IQ testing remains relevant across neurodevelopmental conditions

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Clinical implications

Wechsler intelligence scales can inform academic planning and support strategies for children with ADHD and autism. However, comprehensive assessment should include additional factors beyond IQ, particularly motivation and other achievement-related variables, for optimal educational planning.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Limitations

Limited number of ASD participants (176 vs 1,834 with ADHD) reduces generalizability to autism populations. Sample heterogeneity and inability to conduct meta-analyses for additional Wechsler composite scores limit comprehensive understanding of predictive relationships.

Summary by AutismInsights from published abstract. This is not a substitute for reading the original paper.

Original abstract

Intelligence tests predict academic achievement in typically developed children, however if this is the case also in children with attention-deficit/hyperactivity disorder (ADHD) and/or autism spectrum disorder (ASD) is not clear. This systematic review and meta-analysis examined if Wechsler intelligence scales predict academic achievement and/or grades in children, ages 6-16 years, with ADHD and/or ASD. We searched the databases PubMed, PsycINFO and Education Research Complete for studies published between 2000 and 2023. We used the Newcastle-Ottawa Scale to assess risk of bias.

Narrative synthesis and meta-analysis were performed. Twelve studies (ADHD n = 1,834, ASD n = 176) were included in the review, and six samples (ADHD n = 1,112) of those were included in the meta-analyses. The results of the meta-analyses showed moderate overall weighted correlations between IQ and word reading, written language, and mathematics respectively. Similarly, the overall weighted correlations between processing speed and the aforementioned domains of academic achievement were moderate.

Meta-analysis with additional Wechsler scales composite scores could not be conducted. In the narrative synthesis, Full Scale IQ was associated with academic achievement in both ADHD and ASD, and grades in ADHD. The limited number of ASD participants and the heterogeneity of the samples need to be considered when interpreting results. Generally, the results indicate that Wechsler scales are valuable in predicting academic achievement in children with ADHD or ASD.

Motivation and other factors related with academic achievement need to be further explored in these groups.

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Evidence Grade

Emerging

moderate

Grade assigned by AutismInsights based on study type and published abstract.

Study Details

Type
Meta-Analysis
Journal
Applied neuropsychology. Child
Year
2026
PMID
38850546
DOI
10.1080/21622965.2024.2361022

MeSH Terms

HumansAttention Deficit Disorder with HyperactivityChildAcademic SuccessWechsler ScalesAdolescentAutism Spectrum DisorderIntelligence