title: Prediction of employment status one year post-discharge from rehabilitation following traumatic spinal cord injury: an exploratory analysis of participation and environmental variables.
abstract: OBJECTIVE
  To identify the extent to which early participation and environmental variables, when assessed at discharge from hospital, add to injury and demographic variables in the prediction of employment following traumatic spinal cord injury.
  
  
  METHODS
  Prospective study in which participants were assessed on a range of injury, demographic, participation and environmental measures at discharge from inpatient rehabilitation and then followed up 12 months later to assess their employment status.
  
  
  METHODS
  A cohort of 72 eligible patients discharged from hospitals' rehabilitation units.
  
  
  RESULTS
  Using injury, demographic and contextual variables as predictors, 94% of not employed and 65% of employed cases (87% overall) could be correctly classified. The contextual variables made a significant contribution to improving predictive power, beyond that achieved by use of the more restricted set of injury and demographic variables. Three variables made significant, independent contributions at the third and final step of a sequential logistic regression: Functional Independence Measure score at discharge, high-skill pre-injury occupation, and perceived community integration (CIM score, at discharge).
  
  
  CONCLUSIONS
  To assist in raising employment achievements post-injury, attention should be given during rehabilitation to factors beyond the traditional patient injury and demographic variables, as well as considering community integration support services when developing vocational rehabilitation service plans.
authors.affiliation: School of Public Health, La Trobe University, Bundoora VIC 3083, Australia. g.murphy@latrobe.edu.au
authors.forename: Gregory
authors.initials: G
authors.lastname: Murphy
authors.forename: James
authors.initials: J
authors.lastname: Middleton
authors.forename: Ruth
authors.initials: R
authors.lastname: Quirk
authors.forename: Annelies
authors.initials: A
authors.lastname: De Wolf
authors.forename: Ian D
authors.initials: ID
authors.lastname: Cameron
mesh_terms: D000203:Activities of Daily Living; D000328:Adult; D015331:Cohort Studies; D004522:Educational Status; D004651:Employment; D005260:Female; D005500:Follow-Up Studies; D006801:Humans; D008297:Male; D010351:Patient Discharge; D011379:Prognosis; D011446:Prospective Studies; D012050:Rehabilitation, Vocational; D012959:Socioeconomic Factors; D013119:Spinal Cord Injuries / Q000534:rehabilitation*; D013997:Time Factors