title: A comparison of IQ and memory cluster solutions in moderate and severe pediatric traumatic brain injury.
abstract: Recent studies have examined heterogeneous neuropsychological outcomes in childhood traumatic brain injury (TBI) using cluster analysis. These studies have identified homogeneous subgroups based on tests of IQ, memory, and other cognitive abilities that show some degree of association with specific cognitive, emotional, and behavioral outcomes, and have demonstrated that the clusters derived for children with TBI are different from those observed in normal populations. However, the extent to which these subgroups are stable across abilities has not been examined, and this has significant implications for the generalizability and clinical utility of TBI clusters. The current study addressed this by comparing IQ and memory profiles of 137 children who sustained moderate-to-severe TBI. Cluster analysis of IQ and memory scores indicated that a four-cluster solution was optimal for the IQ scores and a five-cluster solution was optimal for the memory scores. Three clusters on each battery differed primarily by level of performance, while the others had pattern variations. Cross-plotting the clusters across respective IQ and memory test scores indicated that clusters defined by level were generally stable, while clusters defined by pattern differed. Notably, children with slower processing speed exhibited low-average to below-average performance on memory indexes. These results provide some support for the stability of previously identified memory and IQ clusters and provide information about the relationship between IQ and memory in children with TBI.
authors.affiliation: a Psychology , University of Nevada-Las Vegas , Las Vegas , Nevada.
authors.forename: Nicholas S
authors.initials: NS
authors.lastname: Thaler
authors.forename: Jennifer
authors.initials: J
authors.lastname: Terranova
authors.forename: Alisa
authors.initials: A
authors.lastname: Turner
authors.forename: Joan
authors.initials: J
authors.lastname: Mayfield
authors.forename: Daniel N
authors.initials: DN
authors.lastname: Allen
mesh_terms: D000293:Adolescent; D001930:Brain Injuries / Q000503:physiopathology / Q000523:psychology*; D002648:Child; D016000:Cluster Analysis; D005260:Female; D006801:Humans; D007360:Intelligence / Q000502:physiology*; D007361:Intelligence Tests; D008297:Male; D008568:Memory / Q000502:physiology*; D009483:Neuropsychological Tests
keywords: IQ; TBI; cluster analysis; memory; pediatric