Recovery of speed of information processing in closed-head-injury patients.
After severe traumatic brain injury, patients almost invariably demonstrate a slowing of reaction time, reflecting a slowing of central information processing. Methodological problems associated with the traditional method for the analysis of longitudinal data (MANOVA) severely complicate studies on cognitive recovery. It is argued that multilevel models are often better suited for the analysis of improvement over time in clinical settings. Multilevel models take into account individual differences in both overall performance level and recovery. These models enable individual predictions for the recovery of speed of information processing. Recovery is modelled in a group of closed-head-injury patients (N = 24). Recovery was predicted by age and severity of injury, as indicated by coma duration. Over a period up to 44 months post trauma, reaction times were found to decrease faster for patients with longer coma duration.
Zwaagstra
R
R
Department of Statistics and Measurement Theory, University of Groningen, The Netherlands.
Schmidt
I
I
Vanier
M
M
D000293:Adolescent; D000328:Adult; D000368:Aged; D001930:Brain Injuries / Q000523:psychology*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D008959:Models, Neurological; D009434:Neural Pathways / Q000502:physiology*; D011379:Prognosis; D011930:Reaction Time / Q000502:physiology*