Accounting for Intraindividual Profiles in the Wechsler Intelligence Scales Improves the Prediction of School Performance
Bibliographic Data
| ID | 15718814 |
|---|---|
| Authors | Alexandra Lenhard (0000-0001-8680-4381, Psychometrica, 97337 Dettelbach, Germany), Monika Daseking (0000-0002-7332-663X, Helmut Schmidt University, corresponding author) |
| Year | 2022 |
| Volume | 9 |
| Issue | 11 |
| Pages | 1635-1635 |
| Publication date | 2022-10-27 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Children (JOURNAL) |
| Journal identifiers | ISSN: 2227-9067 • E-ISSN: 2227-9067 |
| Publisher | Multidisciplinary Digital Publishing Institute (PUBLISHER • CH) |
| DOI | 10.3390/children9111635 |
| PMID | 36360363 |
| OpenAlex | W4307633017 |
| Language | EN |
| Citations received | 1 |
| References cited | 27 |
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 General Ability Index ( GAI ) is a broad measure of fluid reasoning with verbal, visual-spatial, and figural test items. By contrast, the Cognitive Proficiency Index ( CPI ) 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 Full-scale IQ ( FSIQ ). 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 GAI or the CPI into account. However, when the individual discrepancy between the CPI and the GAI was high, the FSIQ lost its predictive validity in elementary school. In this subgroup of children, reading and writing skills were best predicted by the CPI , whereas math skills were limited by the lowest score (i.e., the minimum out of the CPI and the GAI )
Cognition · Developmental psychology · Dyslexia · Intelligence quotient · Learning disability · Mathematics education · Predictive validity · Psychiatry · Reading (process · Standardized test · Wechsler Adult Intelligence Scale · Wechsler Intelligence Scale for Children · Attention Deficit Hyperactivity Disorder · Cognitive Abilities and Testing · Cognitive and developmental aspects of mathematical skills · Psychology
Diagnostic and Statistical Manual of Mental Disorders
Human Cognitive Abilities
Intelligence and school grades
Wechsler Intelligence Scale for Children, Fourth Edition
The Attention System of the Human Brain
"General Intelligence," Objectively Determined and Measured
Regularization Paths for Generalized Linear Models via Coordinate Descent
Do different types of school mathematics development depend on different constellations of numerical versus general cognitive abilities
Behavioral inhibition, sustained attention, and executive functions
| Citations per year | 1 |
|---|---|
| Citation span | 2025 - 2025 (1) |
| Highly cited | No |