title: Predictors for return to work after spinal cord injury: a 3-year multicenter analysis.
abstract: OBJECTIVE
  To examine the ability of the Motor Index Score (MIS), in combination with demographic variables, to predict return to work during a 3-year period for individuals with spinal cord injury (SCI).
  
  
  METHODS
  Prospectively collected data, between 1986 and 1995, submitted to the National Spinal Cord Injury Statistical Center were analyzed to determine the prediction of return to work utilizing variables of education, ethnicity, age, marital status, gender, and MIS. Individuals, aged 18 to 65 yrs, employed at the time of their injury, were evaluated at discharge from rehabilitation and at 1 (YR1), 2 (YR2), and 3 (YR3) years postinjury (sample sizes of 1,857, 1,486, and 1,177, respectively).
  
  
  RESULTS
  The most important predictors of return to work were education, MIS, ethnicity, and age at onset of SCI. These variables resulted in a high rate of accuracy for predicting across all 3 yrs (YR1, 81%; YR2, 82%; YR3, 77%).
  
  
  CONCLUSIONS
  The ability to predict return to work after SCI was shown utilizing MIS and demographic variables, with nearly 80% accuracy. This suggests that return to work after SCI is a dynamic process, with the level of importance of each variable changing with time postinjury.
authors.affiliation: Department of Physical Medicine and Rehabilitation, VCU/Medical College of Virginia Hospitals, Richmond 23098-0661, USA.
authors.forename: D W
authors.initials: DW
authors.lastname: Hess
authors.forename: D L
authors.initials: DL
authors.lastname: Ripley
authors.forename: W O
authors.initials: WO
authors.lastname: McKinley
authors.forename: M
authors.initials: M
authors.lastname: Tewksbury
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D004185:Disability Evaluation; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D013119:Spinal Cord Injuries / Q000534:rehabilitation*; D015599:Trauma Severity Indices