Factors predicting return to work following mild traumatic brain injury: a discriminant analysis.
Studies of mild traumatic brain injury (MTBI) suggest that most individuals recover rapidly and return to their everyday activities. However, a percentage of MTBI patients report persistent problems with cognitive, physical, and emotional symptoms. There is also evidence that some experience changes in occupational functioning following MTBI. The current study used a stepwise discriminant function analysis (DFA) to examine the role of injury severity variables, cognitive performance, and ratings of symptoms of TBI in predicting work status following MTBI. Subjects included 121 MTBI patients who were all active-duty military personnel. The stepwise DFA revealed that age and three cognitive variables (verbal memory, verbal fluency, and a speed test of planning and strategy) were predictive of work status 3-15 months following a documented MTBI, correctly classifying work status 68.8% of the time. A cross-validation DFA was conducted, with a 66.1% correct classification rate. These findings highlight the importance of cognitive impairments in identifying those at risk for occupational impairment following MTBI.
Drake
A I
AI
Gray
N
N
Yoder
S
S
Pramuka
M
M
Llewellyn
M
M
D000203:Activities of Daily Living; D000293:Adolescent; D000328:Adult; D000367:Age Factors; D000647:Amnesia / Q000503:physiopathology; D001930:Brain Injuries / Q000503:physiopathology*; D003071:Cognition / Q000502:physiology; D003072:Cognition Disorders / Q000503:physiopathology; D015331:Cohort Studies; D006233:Persons with Disabilities; D016002:Discriminant Analysis; D004644:Emotions; D005500:Follow-Up Studies; D005544:Forecasting; D015600:Glasgow Coma Scale; D006801:Humans; D008568:Memory / Q000502:physiology; D008875:Middle Aged; D008889:Military Personnel; D020127:Recovery of Function / Q000502:physiology*; D015203:Reproducibility of Results; D013850:Thinking / Q000502:physiology; D014474:Unconsciousness / Q000503:physiopathology; D014705:Verbal Behavior / Q000502:physiology; D014938:Work Capacity Evaluation