Low discriminative power of WISC cognitive profile in developmental dyscalculia
Background: The role of domain-general cognitive abilities in the etiology of Developmental Dyscalculia (DD) is a hotly debated issue.
Aims: In the present study, we tested whether WISC-IV cognitive profiles can be useful to single out DD.
Methods and procedures: Using a stringent 2-SD cutoff in a standardized numeracy battery, we identified children with DD (N = 43) within a clinical sample referred for assessment of learning disability and compared them in terms of WISC cognitive indexes to the remaining children without DD (N = 100) employing cross-validated logistic regression.
Outcomes and results: Both groups showed higher Verbal Comprehension and Perceptual Reasoning than Working Memory and Processing Speed, and DD scores were generally lower. Predictive accuracy of WISC indexes in identifying DD individuals was low (AUC = 0.67) and it dropped to chance level in discriminating DD from selected controls (N = 43) with average math performance but matched on global IQ. The inclusion of a visuospatial memory score as an additional predictor did not improve classification accuracy.
Conclusions and implications: These results demonstrate that cognitive profiles do not reliably discriminate DD from non-DD children, thereby weakening the appeal of domain-general accounts.
Funding
Cariparo Foundation (Italy) through Excellence Grant "NUMSENSE"
History
School
- Science
Department
- Mathematics Education Centre
Published in
Research in Developmental DisabilitiesVolume
136Publisher
ElsevierVersion
- AM (Accepted Manuscript)
Rights holder
© ElsevierPublisher statement
This paper was accepted for publication in the journal Research in Developmental Disabilities and the definitive published version is available at https://doi.org/10.1016/j.ridd.2023.104478Acceptance date
2023-03-08Publication date
2023-03-16Copyright date
2023ISSN
0891-4222eISSN
1873-3379Publisher version
Language
- en