Abstract
Objective
To examine the predictive ability of depression when considering long-term employment
outcomes for individuals with moderate-to-severe traumatic brain injury (TBI) after
controlling for key preinjury and injury-related variables.
Design
Secondary data analysis.
Setting
Community follow-up after discharge from an inpatient rehabilitation center.
Participants
Individuals between 18 and 60 years old with moderate-to-severe TBI enrolled in the
Traumatic Brain Injury Model Systems database.
Interventions
Not applicable.
Main Outcome Measures
Employment status.
Results
The prevalence of employment at 2 and 5 years post injury was 40.3% and 44.5%, respectively.
Individuals identified as depressed at 1 year were more likely to be unemployed at
2 years post injury (odds ratio [OR], 1.77; 95% CI, 1.38-2.27; P<.0001). Similar relations between current depression and future employment were observed
from 1- and 2-year depression status predicting 5-year employment (1-year: OR, 1.88;
95% CI, 1.48-2.40; P<.0001: 2-year: OR, 1.72; 95% CI, 1.36-2.17; P<.0001).
Conclusions
After controlling for baseline predictors variables, the experience of postinjury
depression—a modifiable condition—contributes predictive ability to future employment
outcomes. Incorporating assessments and/or interventions for depression into postacute
rehabilitation programs could promote favorable employment outcomes after TBI.
Keywords
List of abbreviations:
AUC (area under the receiver operating curve), OR (odds ratio), PHQ-9 (Patient Health Questionnaire-9), PTA (posttraumatic amnesia), TBI (traumatic brain injury), TBIMS (Traumatic Brain Injury Model Systems)To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Archives of Physical Medicine and RehabilitationAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Functional outcome 10 years after traumatic brain injury: its relationship with demographic, injury severity, and cognitive and emotional status.J Int Neuropsychol Soc. 2008; 14: 233-242
- Cognitive recovery and predictors of functional outcome 1 year after traumatic brain injury.J Int Neuropsychol Soc. 2009; 15: 740-750
- Demographic and cognitive predictors of long-term psychosocial outcome following traumatic brain injury.J Int Neuropsychol Soc. 2006; 12: 350-358
- Impairment at rehabilitation admission and 1 year after moderate-to-severe traumatic brain injury: a prospective multi-centre analysis.Brain Inj. 2007; 21: 673-680
- Motor impairment after severe traumatic brain injury: a longitudinal multicenter study.J Rehabil Res Dev. 2007; 44: 975-982
- Factors moderating neuropsychological outcomes following mild traumatic brain injury: a meta-analysis.J Int Neuropsychol Soc. 2005; 11: 215-227
- Cognitive outcome following traumatic brain injury.J Head Trauma Rehabil. 2009; 24: 430-438
- Examining moderators of cognitive recovery trajectories after moderate to severe traumatic brain injury.Arch Phys Med Rehabil. 2008; 89: S16-S24
- Psychiatric comorbidity following traumatic brain injury.Brain Inj. 2007; 21: 1321-1333
- Psychiatric disorders following traumatic brain injury: their nature and frequency.J Head Trauma Rehabil. 2009; 24: 324-332
- Social functioning after traumatic brain injury.J Head Trauma Rehabil. 2009; 24: 460-467
- Life satisfaction after traumatic brain injury.J Head Trauma Rehabil. 2001; 16: 543-555
- The relationship between employment-related self-efficacy and quality of life following traumatic brain injury.Rehabil Psychol. 2009; 54: 299-305
- Unemployment in the United States after traumatic brain injury for working-age individuals: prevalence and associated factors 2 years postinjury.J Head Trauma Rehabil. 2015; 30: 160-174
- Long-term employment outcomes following traumatic brain injury and orthopaedic trauma: a ten-year prospective study.J Rehabil Med. 2015; 47: 932-940
- Employment stability in the first 5 years after moderate-to-severe traumatic brain injury.Arch Phys Med Rehabil. 2019; 100: 412-421
- Ten-year employment patterns of working age individuals after moderate to severe traumatic brain injury: a National Institute on Disability and Rehabilitation Research Traumatic Brain Injury Model Systems study.Arch Phys Med Rehabil. 2015; 96: 2128-2136
- A prospective study on employment outcome 3 years after moderate to severe traumatic brain injury.Arch Phys Med Rehabil. 2012; 93: 993-999
- Stability of employment over the first 3 years following traumatic brain injury.J Head Trauma Rehabil. 2015; 30: E1-E11
- Natural history of depression in traumatic brain injury.Arch Phys Med Rehabil. 2004; 85: 1457-1464
- Rates of major depressive disorder and clinical outcomes following traumatic brain injury.JAMA. 2010; 303: 1938-1945
- Using decision tree methodology to predict employment after moderate to severe traumatic brain injury.J Head Trauma Rehabil. 2019; 34: E64-E74
- Descriptive findings from the Traumatic Brain Injury Model Systems national data base.J Head Trauma Rehabil. 1996; 11: 1
- Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire.JAMA. 1999; 282: 1737-1744
- The PHQ-9: validity of a brief depression severity measure.J Gen Intern Med. 2001; 16: 606-613
- Validity of the Patient Health Questionnaire-9 in assessing depression following traumatic brain injury.J Head Trauma Rehabil. 2005; 20: 501-511
- Students at high risk of poor school-to-work outcomes: mitigating factors.Rehabil Res Policy Educ. 2018; 32: 78-88
- Applied logistic regression. John Wiley & Sons, Inc., Hoboken2013
- Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.Biometrics. 1988; 44: 837-845
- Misuse of DeLong test to compare AUCs for nested models.Stat Med. 2012; 31: 2577-2587
- Treatment for depression after traumatic brain injury: a systematic review.J Neurotrauma. 2009; 26: 2383-2402
- The empirical status of cognitive-behavioral therapy: a review of meta-analyses.Clin Psychol Rev. 2006; 26: 17-31
- Behavioral activation treatments of depression: a meta-analysis.Clin Psychol Rev. 2007; 27: 318-326
- Acceptance and commitment therapy: a meta-analytic review.Psychother Psychosom. 2009; 78: 73-80
- Problem solving therapies for depression: a meta-analysis.Eur Psychiatry. 2007; 22: 9-15
- Practicing psychotherapy with adults who have cognitive impairments.in: Koocher G.P. Norcross J.C. Greene B.A. Psychologists' desk reference. Oxford University Press, Oxford, UK2016
- Educational and vocational issues in traumatic brain injury.Phys Med Rehabil Clin N Am. 2017; 28: 351-362
- Race/ethnicity and retention in traumatic brain injury outcomes research: a Traumatic Brain Injury Model Systems national database study.J Head Trauma Rehabil. 2018; 33: 219-227
Article info
Publication history
Published online: July 22, 2019
Footnotes
Supported by the National Institute of Health (grant no. RHD089097A) and National Institute on Disability, Independent Living, and Rehabilitation Research (grant no. 90AR5025).
Identification
Copyright
© 2019 by the American Congress of Rehabilitation Medicine