Accounting for Intraindividual Profiles in the Wechsler Intelligence Scales Improves the Prediction of School Performance

IQ scores are often used to predict school performance. However, for children with learning disabilities, the predictive validity of IQ scores appears to be low. In the fourth and fifth versions of the Wechsler Intelligence Scales for Children (WISC), new ancillary indices were introduced. The <i...

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Main Authors: Alexandra Lenhard (Author), Monika Daseking (Author)
Format: Book
Published: MDPI AG, 2022-10-01T00:00:00Z.
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Summary:IQ scores are often used to predict school performance. However, for children with learning disabilities, the predictive validity of IQ scores appears to be low. In the fourth and fifth versions of the Wechsler Intelligence Scales for Children (WISC), new ancillary indices were introduced. The <i>General Ability Index</i> (<i>GAI</i>) is a broad measure of fluid reasoning with verbal, visual-spatial, and figural test items. By contrast, the <i>Cognitive Proficiency Index</i> (<i>CPI</i>) combines different executive functions known to be frequently affected in children with dyslexia, ADHD, or combined learning disorders. To date, there is little evidence to demonstrate that these measures improve the prediction of school performance beyond the <i>Full-scale IQ</i> (<i>FSIQ</i>). We therefore used lasso regression to explore the predictive validity of these measures for school grades. The analyzed samples were taken from the German standardization samples of the WISC-IV and the WISC-V. In most cases, the prediction of school performance was not considerably improved by taking the <i>GAI</i> or the <i>CPI</i> into account. However, when the individual discrepancy between the <i>CPI</i> and the <i>GAI</i> was high, the <i>FSIQ</i> lost its predictive validity in elementary school. In this subgroup of children, reading and writing skills were best predicted by the <i>CPI</i>, whereas math skills were limited by the lowest score (i.e., the minimum out of the <i>CPI</i> and the <i>GAI</i>).
Item Description:10.3390/children9111635
2227-9067