Race/Ethnicity and Community Participation Among Veterans and Service Members With Traumatic Brain Injury: A VA Traumatic Brain Injury Model Systems Study.

OBJECTIVE: To examine racial/ethnic disparities in community participation among veterans and active duty service members with traumatic brain injury (TBI). SETTING: Five Department of Veterans Affairs (VA) TBI Model Systems (TBIMS) Polytrauma Rehabilitation Centers (PRCs). Participants: Three hundred forty-two community-dwelling adults (251 White, 34 Black, and 57 Hispanic) with TBI enrolled in the VA TBIMS National Database who completed a 1-year follow-up interview. Mean age was 38.6 years (range, 19-84 years). DESIGN: Cross-sectional analysis of a prospective observational cohort study. Main Measures: Community participation at 1 year postinjury assessed by 3 domains of the Participation Assessment with Recombined Tools-Objective (PART-O): Out & About, Productivity, and Social Relations. RESULTS: Significant differences were observed among race/ethnicity groups in PART-O Productivity and Out & About domains without controlling for relevant participant characteristics; Productivity scores were significantly higher for non-Hispanic Black than for non-Hispanic White participants (t = 2.40, P = .0169). Out & About scores were significantly higher for Hispanic than for non-Hispanic White participants (t = 2.79, P = .0056). However, after controlling for demographic, injury severity, and 1-year follow-up characteristics, only differences in the Out & About domain remained statistically significant (t = 2.62, P = .0094), with scores being significantly higher for Hispanics than for non-Hispanic Whites. CONCLUSIONS: The results, which differ from findings from studies conducted in non-VA healthcare settings where there are greater racial/ethnic disparities in participation outcomes, could reflect differences between military and civilian samples that may reduce disparities.

Evaluation of a Brief, Skill-Building, Supportive, and Educational Intervention for Couples After Brain Injury.

OBJECTIVE: To examine the effectiveness of an intervention (Therapeutic Couples Intervention, TCI) designed to improve relationship quality for couples after acquired brain injury. SETTING: Outpatient brain injury rehabilitation center. PARTICIPANTS: Persons with brain injury (n = 75) and their intimate partners (n = 75). DESIGN: Two-arm parallel, randomized, controlled trial with wait-listed control. METHODS: Composed of 5 to 6 2-hour sessions, the TCI is a manualized, treatment program designed to enhance relationship quality by addressing issues and concerns most often identified by persons with brain injury and their partners. MAIN MEASURE: Revised Dyadic Adjustment Scale completed by the persons with brain injury and their partners. RESULTS: Persons with brain injury and their partners in the treatment group showed an improvement in relationship quality, both compared with their own baseline values and the control group. CONCLUSIONS: Investigation provided evidence that a curriculum-based education, skill-building, and supportive intervention can benefit couples for up to 3 months after treatment. Additional research is needed to ascertain the long-term benefits of intervention and the efficacy of alternative delivery methods (eg, Internet, telephone, and group).

Can a couples' intervention reduce unmet needs and caregiver burden after brain injury?

OBJECTIVE: To examine the effectiveness of the Therapeutic Couples Intervention (TCI) on caregiver needs and burden after brain injury. RESEARCH METHOD: Individuals with brain injury and their intimate partners/caregivers (n = 75) participated in a 2-arm, parallel, randomized trial with a waitlist control. The TCI consisted of 5 2-hr sessions, with a sixth optional session for parents. The Family Needs Questionnaire-R (FNQ-R) and the Zarit Burden Interview (ZBI) were secondary outcome measures. RESULTS: After adjusting for baseline characteristics, caregivers in the TCI group demonstrated reduction in unmet needs for 5 of the 6 FNQ-R subscales, whereas those in the waitlist control group did not. ZBI scores improved significantly for TCI caregivers but not for controls. At the 3-month follow-up, benefits were maintained for the ZBI and 4 of the 6 FNQ-R subscales (Health Information, Emotional Support, Professional Support, and Community Support Network). CONCLUSIONS: The present investigation provided evidence that, following brain injury, a structured couples intervention can reduce unmet needs and burden in caregivers. Future multicenter research examining long-term durability of treatment gains and specific characteristics of positive responders is warranted. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

Depression as a Predictor of Long-term Employment Outcomes Among Individuals With Moderate-to-Severe Traumatic Brain Injury.

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.

Patterns of workplace discrimination across broad categories of disability.

OBJECTIVE: The aim of this study was twofold: (a) to explore patterns of discrimination in relation to broad-basis categories of disability and (b) to investigate patterns of discrimination between allegations derived from charging parties with sensory impairments versus those with nonsensory impairments. Basis categories included physical, behavioral, neurological, and sensory impairments. RESEARCH METHOD: Database mining, descriptive analysis, and Pearson's chi-square analyses were utilized to compare broad-basis categories. RESULTS: In general, regardless of disability type, individuals experience the highest frequency and proportion of workplace discrimination in the areas of termination and reasonable accommodations. However, there are significant differences in the workplace discrimination experiences of the four broader groups. CONCLUSIONS: Noteworthy differences exist regarding the experience of workplace discrimination among basis categories of disability, especially with respect to sensory impairment. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

Using Decision Tree Methodology to Predict Employment After Moderate to Severe Traumatic Brain Injury.

OBJECTIVE: To build decision tree prediction models for long-term employment outcomes of individuals after moderate to severe closed traumatic brain injury (TBI) and assess model accuracy in an independent sample. SETTING: TBI Model Systems Centers. PARTICIPANTS: TBI Model Systems National Database participants injured between January 1997 and January 2017 with moderate to severe closed TBI. Sample sizes were 7867 (year 1 postinjury), 6783 (year 2 postinjury), and 4927 (year 5 postinjury). DESIGN: Cross-sectional analyses using flexible classification tree methodology and validation using an independent subset of TBI Model Systems National Database participants. MAIN MEASURES: Competitive employment at 1, 2, and 5 years postinjury. RESULTS: In the final employment prediction models, posttraumatic amnesia duration was the most important predictor of employment in each outcome year. Additional variables consistently contributing were age, preinjury education, productivity, and occupational category. Generally, individuals spending fewer days in posttraumatic amnesia, who were competitively employed preinjury, and more highly educated had better outcomes. Predictability in test data sets ranged from a C-statistic of 0.72 (year 5; confidence interval: 0.68-0.76) to 0.77 (year 1; confidence interval: 0.74-0.80). CONCLUSION: An easy-to-use decision tree tool was created to provide prognostic information on long-term competitive employment outcomes in individuals with moderate to severe closed TBI. Length of posttraumatic amnesia, a clinical marker of injury severity, and preinjury education and employment status were the most important predictors.

Employment Stability in the First 5 Years After Moderate-to-Severe Traumatic Brain Injury.

OBJECTIVE: To characterize employment stability and identify predictive factors of employment stability in working-age individuals after moderate-to-severe traumatic brain injury (TBI) that may be clinically addressed. DESIGN: Longitudinal observational study of an inception cohort from the Traumatic Brain Injury Model Systems National Database (TBIMS-NDB) using data at years 1, 2, and 5 post-TBI. SETTING: Inpatient rehabilitation centers with telephone follow-up. PARTICIPANTS: Individuals enrolled in the TBIMS-NDB since 2001, aged 18-59, with employment data at 2 or more follow-up interviews at years 1, 2, and 5 (N=5683). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Employment stability, categorized using post-TBI employment data as no paid employment (53.25%), stably (27.20%), delayed (10.24%), or unstably (9.31%) employed. RESULTS: Multinomial regression analyses identified predictive factors of employment stability, including younger age, white race, less severe injuries, preinjury employment, higher annual earnings, male sex, higher education, transportation independence postinjury, and no anxiety or depression at 1 year post-TBI. CONCLUSIONS: Employment stability serves as an important measure of productivity post-TBI. Psychosocial, clinical, environmental, and demographic factors predict employment stability post-TBI. Notable predictors include transportation independence as well as the presence of anxiety and depression at year 1 post-TBI as potentially modifiable intervention targets.

Early recovery following traumatic brain injury and alcohol withdrawal management.

PURPOSE: To compare recovery experienced during inpatient rehabilitation among individuals with traumatic brain injury (TBI) based on whether their acute care included the Clinical Institute Withdrawal Assessment for Alcohol (CIWA) protocol. DESIGN: Participants included 234 individuals with TBI who completed inpatient rehabilitation at a TBI Model Systems site. Of these, 67 patients were treated using the CIWA protocol (TBI + CIWA); 167 patients were treated for TBI alone (TBI only). Demographic, injury, and treatment variables between the 2 groups were compared. A repeated-measures analysis of variance (ANOVA) compared Disability Rating Scale (DRS) scores between the groups at admission and discharge from inpatient rehabilitation. RESULTS: The 2 groups did not significantly differ on DRS scores at admission to inpatient rehabilitation: TBI + CIWA, M = 9.6 (SD = 3.5) vs. TBI only, M = 10.1 (SD = 4.2). There was a significant difference in DRS scores at discharge, with the TBI + CIWA group having lower scores: TBI + CIWA, M = 6.4 (SD = 1.9) vs. TBI only, M = 7.0 (SD = 2.2). A repeated-measures ANOVA of DRS scores from admission to discharge revealed a significant between-subjects effect based on patients' Mississippi categorization of posttraumatic amnesia (PTA) duration (p < .001) and age (p = .016) but not based on their CIWA status (p = .068). A post hoc comparison including age as a covariate revealed a significant difference based on CIWA status (p = .013) within the "moderate" injury group at discharge, with the TBI + CIWA group having lower discharge DRS scores. CONCLUSIONS: Given the significant symptom overlap between alcohol withdrawal and PTA, it is likely that these 2 delirium presentations are confounded during the initial recovery from TBI, leading to "overestimation" of injury severity-particularly among individuals with moderate TBI. (PsycINFO Database Record (c) 2018 APA, all rights reserved).

Predicting Long-Term Global Outcome after Traumatic Brain Injury: Development of a Practical Prognostic Tool Using the Traumatic Brain Injury Model Systems National Database.

For patients surviving serious traumatic brain injury (TBI), families and other stakeholders often desire information on long-term functional prognosis, but accurate and easy-to-use clinical tools are lacking. We aimed to build utilitarian decision trees from commonly collected clinical variables to predict Glasgow Outcome Scale (GOS) functional levels at 1, 2, and 5 years after moderate-to-severe closed TBI. Flexible classification tree statistical modeling was used on prospectively collected data from the TBI-Model Systems (TBIMS) inception cohort study. Enrollments occurred at 17 designated, or previously designated, TBIMS inpatient rehabilitation facilities. Analysis included all participants with nonpenetrating TBI injured between January 1997 and January 2017. Sample sizes were 10,125 (year-1), 8,821 (year-2), and 6,165 (year-5) after cross-sectional exclusions (death, vegetative state, insufficient post-injury time, and unavailable outcome). In our final models, post-traumatic amnesia (PTA) duration consistently dominated branching hierarchy and was the lone injury characteristic significantly contributing to GOS predictability. Lower-order variables that added predictability were age, pre-morbid education, productivity, and occupational category. Generally, patient outcomes improved with shorter PTA, younger age, greater pre-morbid productivity, and higher pre-morbid vocational or educational achievement. Across all prognostic groups, the best and worst good recovery rates were 65.7% and 10.9%, respectively, and the best and worst severe disability rates were 3.9% and 64.1%. Predictability in test data sets ranged from C-statistic of 0.691 (year-1; confidence interval [CI], 0.675, 0.711) to 0.731 (year-2; CI, 0.724, 0.738). In conclusion, we developed a clinically useful tool to provide prognostic information on long-term functional outcomes for adult survivors of moderate and severe closed TBI. Predictive accuracy for GOS level was demonstrated in an independent test sample. Length of PTA, a clinical marker of injury severity, was by far the most critical outcome determinant.

Hierarchical Linear Modeling for Analysis of Ecological Momentary Assessment Data in Physical Medicine and Rehabilitation Research.

Ecological momentary assessment (EMA) methods collect real-time data in real-world environments, which allow physical medicine and rehabilitation researchers to examine objective outcome data and reduces bias from retrospective recall. The statistical analysis of EMA data is directly related to the research question and the temporal design of the study. Hierarchical linear modeling, which accounts for multiple observations from the same participant, is a particularly useful approach to analyzing EMA data. The objective of this paper was to introduce the process of conducting hierarchical linear modeling analyses with EMA data. This is accomplished using exemplars from recent physical medicine and rehabilitation literature.

Development of the Telehealth Usability Questionnaire (TUQ).

Current telehealth usability questionnaires are designed primarily for older technologies, where telehealth interaction is conducted over dedicated videoconferencing applications. However, telehealth services are increasingly conducted over computer-based systems that rely on commercial software and a user supplied computer interface. Therefore, a usability questionnaire that addresses the changes in telehealth service delivery and technology is needed. The Telehealth Usability Questionnaire (TUQ) was developed to evaluate the usability of telehealth implementation and services. This paper addresses: (1) the need for a new measure of telehealth usability, (2) the development of the TUQ, (3) intended uses for the TUQ, and (4) the reliability of the TUQ. Analyses indicate that the TUQ is a solid, robust, and versatile measure that can be used to measure the quality of the computer-based user interface and the quality of the telehealth interaction and services.

Effects of Depression and Antidepressant Use on Cognitive Deficits and Functional Cognition Following Severe Traumatic Brain Injury.

OBJECTIVE: To use a Rehabilomics framework to evaluate relations hips between post-traumatic brain injury (TBI) depression (PTD) and potential associated factors, including antidepressant use, on cognitive recovery following severe TBI. PARTICIPANTS: Severe TBI survivors (n = 154), recruited from a level 1 trauma center. DESIGN: Prospective cohort study with assessments at 6 and 12 months postinjury. MAIN MEASURES: Patient Health Questionnaire-9 (PTD symptoms); cognitive composite score from a neuropsychological assessment battery (cognitive impairment); and Functional Independence Measure-Cognition (FIM-Cog, self-reported functional cognition). RESULTS: Individuals with and without PTD did not differ with respect to cognitive impairment. However, antidepressant use, regardless of PTD status, was associated with cognitive impairment. Individuals with PTD reported lower FIM-Cog scores at both time points compared with those without PTD. In a post hoc longitudinal analysis, individuals with late-onset PTD had worse cognitive impairment. CONCLUSION: These results suggest that antidepressant use impairs cognition among individuals without PTD. Also, PTD did not directly affect cognitive impairment but may affect functional cognitive limitations through self-evaluation and apathy/motivation factors.

Pilot feasibility of an mHealth system for conducting ecological momentary assessment of mood-related symptoms following traumatic brain injury.

OBJECTIVE: This study assessed pilot feasibility and validity of a mobile health (mHealth) system for tracking mood-related symptoms after traumatic brain injury (TBI). DESIGN: A prospective, repeated measures design was used to assess compliance with daily ecological momentary assessments (EMA) conducted via a smartphone application over an 8-week period. METHODS: An mHealth system was developed specifically for individuals with TBI and utilized previously validated tools for depressive and anxiety symptoms (Patient Health Questionnaire-9, Generalized Anxiety Disorder-7). Feasibility was assessed in 20 community-dwelling adults with TBI via an assessment of compliance, satisfaction and usability of the smartphone applications. The authors also developed and implemented a clinical patient safety management mechanism for those endorsing suicidality. RESULTS: Participants correctly completed 73.4% of all scheduled assessments, demonstrating good compliance. Daily assessments took <2 minutes to complete. Participants reported high satisfaction with smartphone applications (6.3 of 7) and found them easy to use (6.2 of 7). Comparison of assessments obtained via telephone-based interview and EMA demonstrated high correlations (r = 0.81-0.97), supporting the validity of conducting these assessments via smartphone application in this population. CONCLUSIONS: EMA conducted via smartphone demonstrates initial feasibility among adults with TBI and presents numerous opportunities for long-term monitoring of mood-related symptoms in real-world settings.