Suicide Attempts and Ideation Among Veterans/Service Members and Non-Veterans Over 5 Years Following Traumatic Brain Injury: A Combined NIDILRR and VA TBI Model Systems Study.

OBJECTIVE: This study compared rates of suicide attempt (SA) and suicidal ideation (SI) during the first 5 years after traumatic brain injury (TBI) among veterans and service members (V/SMs) in the Veterans Affairs (VA) and the National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR) Model Systems National Databases to each other and to non-veterans (non-Vs) in the NIDILRR database. SETTING: Twenty-one NIDILRR and 5 VA TBI Model Systems (TBIMS) inpatient rehabilitation facilities in the United States. PARTICIPANTS: Participants with TBI were discharged from rehabilitation alive, had a known military status recorded (either non-V or history of military service), and successful 1-, 2-, and/or 5-year follow-up interviews completed between 2009 and 2021. The year 1 cohort included 8737 unique participants (8347 with SA data and 3987 with SI data); the year 2 (7628 participants) and year 5 (4837 participants) cohorts both had similar demographic characteristics to the year 1 cohort. DESIGN: Longitudinal design with data collected across TBIMS centers at 1, 2, and 5 years post-injury. MAIN OUTCOMES AND MEASURES: History of SA in past year and SI in past 2 weeks assessed by the Patient Health Questionnaire-9 (PHQ-9). Patient demographics, injury characteristics, and rehabilitation outcomes were also assessed. RESULTS: Full sample rates of SA were 1.9%, 1.5%, and 1.6%, and rates of SI were 9.6%, 10.1%, and 8.7% (respectively at years 1, 2, and 5). There were significant differences among groups based on demographic, injury-related, mental/behavioral health, and functional outcome variables. Characteristics predicting SA/SI related to mental health history, substance use, younger age, lower functional independence, and greater levels of disability. CONCLUSIONS: Compared with participants with TBI in the NIDILRR system, higher rates of SI among V/SMs with TBI in the VA system appear associated with risk factors observed within this group, including mental/behavioral health characteristics and overall levels of disability.

Using Machine Learning to Examine Suicidal Ideation After Traumatic Brain Injury: A Traumatic Brain Injury Model Systems National Database Study.

OBJECTIVE: The aim of the study was to predict suicidal ideation 1 yr after moderate to severe traumatic brain injury. DESIGN: This study used a cross-sectional design with data collected through the prospective, longitudinal Traumatic Brain Injury Model Systems network at hospitalization and 1 yr after injury. Participants who completed the Patient Health Questionnaire-9 suicide item at year 1 follow-up ( N = 4328) were included. RESULTS: A gradient boosting machine algorithm demonstrated the best performance in predicting suicidal ideation 1 yr after traumatic brain injury. Predictors were Patient Health Questionnaire-9 items (except suicidality), Generalized Anxiety Disorder-7 items, and a measure of heavy drinking. Results of the 10-fold cross-validation gradient boosting machine analysis indicated excellent classification performance with an area under the curve of 0.882. Sensitivity was 0.85 and specificity was 0.77. Accuracy was 0.78 (95% confidence interval, 0.77-0.79). Feature importance analyses revealed that depressed mood and guilt were the most important predictors of suicidal ideation, followed by anhedonia, concentration difficulties, and psychomotor disturbance. CONCLUSIONS: Overall, depression symptoms were most predictive of suicidal ideation. Despite the limited clinical impact of the present findings, machine learning has potential to improve prediction of suicidal behavior, leveraging electronic health record data, to identify individuals at greatest risk, thereby facilitating intervention and optimization of long-term outcomes after traumatic brain injury.

Predictors of High School and College Graduation After Sustaining a Moderate-to-Severe Traumatic Brain Injury.

OBJECTIVE: To identify early predictors of US high school and college graduation after moderate-to-severe traumatic brain injury (TBI). SETTING: Inpatient rehabilitation and community. PARTICIPANTS: TBI Model Systems participants, aged 16 to 24 years, enrolled as high school or college students at time of injury. DESIGN: Prospective cohort study. MAIN MEASURES: Successful graduation was defined as having a diploma (high school) or an associate/bachelor's degree (college) at 1-, 2-, or 5-year follow-up. Predictors were sex, race/ethnicity, urbanicity, preinjury substance abuse, primary rehabilitation payer, and functional independence at inpatient rehabilitation discharge. METHOD: We descriptively characterized differences between those who did and did not graduate high school and college within the first 5 years postinjury and identified early predictors of successful high school and college graduation using 2 binomial logistic regressions. RESULTS: Of those with known graduation status, 81.2% of high school and 41.8% of college students successfully graduated. Graduates in both groups were more often White than Black and had more functional independence at discharge. Among high school students, preinjury substance abuse was also a risk factor for not graduating, as was identifying as Hispanic or "other" race. CONCLUSIONS: Sociodemographic factors and disability influence graduation outcomes, requiring structural, institutional, and personal interventions for success.

Relations Among Suicidal Ideation, Depressive Symptoms, and Functional Independence During the 10 Years After Traumatic Brain Injury: A Model Systems Study.

OBJECTIVE: To investigate relative causality in relations among suicidal ideation (SI), depressive symptoms, and functional independence over the first 10 years after traumatic brain injury (TBI). DESIGN: Prospective longitudinal design with data collected through the Traumatic Brain Injury Model Systems (TBIMS) network at acute rehabilitation hospitalization as well as 1, 2, 5, and 10 years after injury. SETTING: United States Level I/II trauma centers and inpatient rehabilitation centers with telephone follow-up. PARTICIPANTS: Individuals enrolled into the TBIMS National Database (N=9539) with at least 1 SI score at any follow-up data collection (72.1% male; mean age, 39.39y). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Patient Health Questionnaire-9 and FIM at years 1, 2, 5, and 10 post injury. RESULTS: A cross-lagged panel structural equation model, which is meant to indirectly infer causality through longitudinal correlational data, suggested that SI, depressive symptoms, and functional independence each significantly predicted themselves over time. Within the model, bivariate correlations among variables were all significant within each time point. Between years 1 and 2 and between years 2 and 5, depressive symptoms had a larger effect on SI than SI had on depressive symptoms. Between years 5 and 10, there was reciprocal causality between the 2 variables. Functional independence more strongly predicted depressive symptoms than the reverse between years 1 and 2 as well as years 2 and 5, but its unique effects on SI over time were extremely marginal or absent after controlling for depressive symptoms. CONCLUSIONS: A primary goal for rehabilitation and mental health providers should be to monitor and address elevated symptoms of depression as quickly as possible before they translate into SI, particularly for individuals with TBI who have reduced functional independence. Doing so may be a key to breaking the connection between low functional independence and SI.

Identifying group-based patterns of suicidal ideation over the first 10 years after moderate-to-severe TBI.

OBJECTIVE: To identify group-based patterns in suicidal ideation (SI) over the first 10 years after traumatic brain injury (TBI). METHODS: Participants included 9539 individuals in the TBI Model Systems National Database who responded to Patient Health Questionnaire-9 Item 9 assessing SI at 1, 2, 5, and/or 10 years post-injury. A k-means cluster analysis was conducted to determine group-based patterns of SI, and pre-injury variables were compared with ANOVAs and chi-square tests. RESULTS: SI and attempts decreased over time. Four group-based patterns emerged: Low, increasing, moderate, and decreasing SI. The low SI group comprised 89% of the sample, had the highest pre-injury employment, fewer mental health vulnerabilities, least severe injuries, and were oldest. The increasing SI group had the most severe TBIs, were youngest, and disproportionately Black or Asian/Pacific Islander. CONCLUSION: These findings reinforce the importance of mental health and suicide risk assessment during chronic recovery from TBI.

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.

Employment, health outcomes, and life satisfaction after spinal cord injury: comparison of veterans and nonveterans.

STUDY DESIGN: Retrospective cohort study. OBJECTIVE: To explore differences between veterans and nonveterans with spinal cord injury (SCI) for employment, health, and satisfaction with life outcomes after controlling for demographic and injury characteristics. SETTING: Hospitals in the Spinal Cord Injury Model System of care. METHODS: A total of 9754 (85% nonveterans and 15% veterans) adults with traumatic SCI interviewed from 2000 and 2015 and completed follow-up years 1, 5, and 10 were included in this study. Employment status and the Craig Handicap Assessment and Reporting Technique-Short Form (CHART-SF) measured employment. The SF-36 for self-perceived health status, CHART-SF, and rehospitalization determined health outcomes. Satisfaction with life was measured by the Satisfaction with Life Scale (SWLS). Secondary data analyses using χ2, t-tests, and generalized estimating equations (GEEs) model to determine group differences with control of demographic and injury characteristics. RESULTS: There were no significant differences for employment and SWL between nonveterans and veterans. There were some differences in health outcomes; whereas, veterans had better physical independence and mobility compared with nonveterans. CONCLUSION: Interventions for both groups should target adults with a disability from SCI, be customized for varying levels of injury that address differences in healthcare systems, demographic backgrounds, economic resources, disincentives, and motivation.

Randomized controlled trials in adult traumatic brain injury: a review of compliance to CONSORT statement.

OBJECTIVE: To describe the extent to which adherence to Consolidated Standards of Reporting Trials (CONSORT) statement in randomized controlled trials (RCTs) in adult traumatic brain injury (TBI) has improved over time. DATA SOURCES: MEDLINE, PsycINFO, and CINAHL databases were searched from inception to September 2013. STUDY SELECTION: Primary report of RCTs in adult TBI. The quality of reporting on CONSORT checklist items was examined and compared over time. Study selection was conducted by 2 researchers independently. Any disagreements were solved by discussion. DATA EXTRACTION: Two reviewers independently conducted data extraction based on a set of structured data extraction forms. Data regarding the publication years, size, locations, participation centers, intervention types, intervention groups, and CONSORT checklist items were extracted from the including trials. DATA SYNTHESIS: Of 105 trials reviewed, 38.1%, 5.7%, and 32.4% investigated drugs, surgical procedures, and rehabilitations as the intervention of interest, respectively. Among reports published between the 2 periods 2002 and 2010 (n=51) and 2011 and September 2013 (n=16), the median sample sizes were 99 and 118; 39.2% and 37.5% of all reports detailed implementation of the randomization process; 60.8% and 43.8% provided information on the method of allocation concealment; 56.9% and 31.3% stated how blinding was achieved; 15.7% and 43.8% reported information regarding trial registration; and only 2.0% and 6.3% stated where the full trial protocol could be accessed, all respectively. CONCLUSIONS: Reporting of several important methodological aspects of RCTs conducted in adult TBI populations improved over the years; however, the quality of reporting remains below an acceptable level. The small sample sizes suggest that many RCTs are likely underpowered. Further improvement is recommended in designing and reporting RCTs.

Randomized controlled trials in adult traumatic brain injury.

BACKGROUND: To optimize strategies for achieving the effectiveness of interdisciplinary interventions, this study conducted a comprehensive literature review of all Randomized Controlled Trials (RCT) in adults with traumatic brain injury (TBI) over the past 30 years. METHOD: Three major databases including Medline, PsycINFO and CINAHL were searched, yielding 1176 peer reviewed publications. One hundred RCTs were included, encompassing 55 pharmacologic and non-pharmacologic acute phase trials and 45 rehabilitation and pharmacologic post-acute trials. RESULTS: The majority of acute phase pharmacologic or non-pharmacologic trials (40/55) showed either no effect or adverse effect on TBI outcomes. Several trials involving early nutritional therapy or pre-hospital rapid intubation demonstrated significant treatment effects. The effect of decompressive craniectomy, therapeutic hypothermia and osmotic therapy remained controversial. The majority of post-acute phase trials (36/45), consisting of cognitive rehabilitation, physical rehabilitation and pharmacotherapy, produced various beneficial treatment effects. CONCLUSION: The data indicate that several active interventions during the acute phase of TBI are likely to be more effective than pharmacotherapy, whereas a comprehensive rehabilitation approach is preferred in post-acute phase TBI management. Great progress has been made in understanding the heterogeneous injury mechanisms as well as the complexity of medical management and rehabilitation following the recovery course of TBI.

Tailoring work-life interventions for culturally diverse caregivers of patients with traumatic brain injury.

With the increasing incidence of traumatic brain injury among culturally diverse families, there has also been increased attention to the dual demands of employment and caregiving. In this article, we contend that culturally diverse caregivers are an understudied group of workers. We examine literature to assist in conceptualizing the relationship between cultural orientation and caregiving, work-life stress, and organizational responses. Implications for strengthening the cultural responsiveness of work-life initiatives are discussed.

Do racial and ethnic minority patients fare worse after SCI?: a critical review of the literature.

A number of researchers have identified differences in SCI outcomes between racial and ethnic groups, but findings have never been synthesized to give clinicians and researchers a coherent picture of the problem. The goals of the current project were to (1) conduct a critical literature review of studies specifically investigating racial and ethnic disparities in spinal cord injury care, services, and outcomes; (2) explore possible causative factors that may explain these disparities; (3) propose strategies that may reduce disparities and improve access, service, and outcomes for minority patients with SCI; and (4) generate ideas for future research in this area. A search using MEDLINE/PubMed, PsycINFO, CINAHL, and HealthSource resulted in 49 articles discussing hospital, mental health, physical functioning, employment, quality of life, and family outcomes. Results indicated that after an SCI, racial and ethnic minority groups have shorter hospital lengths of stay, higher rehospitalizations rates, higher levels of depression, more days in poor health, greater degrees of unemployment, more difficulties with mobility, lower self-reported subjective well-being and quality of life and life satisfaction, and greater risk of marital breakup. A variety of causative factors, intervention strategies, and directions for future research are presented.

Racial and ethnic disparities in employment outcomes for persons with traumatic brain injury: a longitudinal investigation 1-5 years after injury.

OBJECTIVE: To determine whether differences exist in employment rates between whites, blacks, and Hispanics with traumatic brain injury (TBI) at 1, 2, or 5 years after injury; to determine whether changes occur in postinjury employment rates over time for whites, blacks, and Hispanics; and to determine whether changes in postinjury employment rates over time are different for whites, blacks, and Hispanics. SETTING: Sixteen TBI Model System centers. PATIENTS OR OTHER PARTICIPANTS: Persons (3,940) with moderate-to-severe TBI who self-reported as white, black, or Hispanic. MAIN OUTCOME MEASUREMENTS: Employment status dichotomized as competitively employed versus not competitively employed. RESULTS: The odds of competitive employment were significantly greater for whites versus blacks at 1, 2, and 5 years after injury and were greater for whites versus Hispanics at 1 and 2 years after injury; whites and Hispanics did not differ significantly at 5 years after injury; and blacks and Hispanics were not significantly different at 1, 2, or 5 years after injury. The odds of employment increased significantly from 1-2, 2-5, and 1-5 years after injury for whites and Hispanics, whereas the odds of employment increased from 2-5 and 1-5 years after injury for blacks, with no significant difference between 1 and 2 years after injury for blacks. No evidence was found that the changes in employment rates over time were significantly different among the race and/or ethnicity groups. CONCLUSION: Future researchers should seek to identify causative factors for employment disparities, and rehabilitation professionals should work to mitigate inequalities in employment among racial and ethnic groups with TBI.

Efficacy of a brief acute neurobehavioural intervention following traumatic brain injury: a preliminary investigation.

PRIMARY OBJECTIVE: To evaluate the effectiveness of a brief acute neurobehavioural intervention, the First Steps Acute Neurobehavioural and Cognitive Intervention (FANCI), with persons who have traumatic brain injury (TBI). RESEARCH DESIGN: Prospective, controlled, repeated measures design. METHODS AND PROCEDURES: Seventy-two patients in acute TBI rehabilitation participated either as FANCI subjects or as control participants who watched videos to control for time and attention. Outcome measures included the Neurobehavioural Rating Scale-Revised (NRS-R), Functional Independence Measure (FIM™), a FANCI Learning Assessment (LA) and the Satisfaction with Life Scale (SWLS). MAIN OUTCOMES AND RESULTS: In comparison with controls, FANCI participants had significantly greater neurobehavioural (cognitive, emotional and behavioural) as well as FIM motor improvements. Significantly greater learning occurred and persisted over time for FANCI subjects as compared to controls. Pre-treatment cognitive and neurobehavioural status, length of coma and number of sessions completed were moderating variables for functional and cognitive outcomes. CONCLUSIONS: Persons with TBI can benefit from comprehensive, manualized neurobehavioural interventions, over and above standard rehabilitation care, even during the acute phase of recovery.

Predictors of family caregivers' life satisfaction after traumatic brain injury at one and two years post-injury: a longitudinal multi-center investigation.

OBJECTIVE: To determine predictors of family caregiver life satisfaction at one and two years after traumatic brain injury (TBI). METHODS: Prospective collaborative longitudinal study of 336 family members caring for individuals with TBI participating in the National Institute on Disability and Rehabilitation Research (NIDRR) designated TBI Model Systems of Care (TBIMS). Survivors' medical and demographic information was obtained from the TBIMS database. Follow-up interviews were completed with both survivors and family caregivers at 1 year and 2 years post injury. The primary outcome variable, caregiver life satisfaction, was measured with the Satisfaction with Life Scale (SWLS). RESULTS: Repeated measures ordinal logistic regression showed that survivors' functional status at discharge, drug use, and neurobehavioral problems were significant predictors of family caregivers' life satisfaction at 1 and 2 years post injury. CONCLUSIONS: Family members of individuals with TBI often experience reduced life satisfaction in the first 2 years following their relatives' TBI. Psychiatric and neurobehavioral problems, such as drug use and depression, as well as motor dysfunction in survivors may be important contributors to decreased life satisfaction among their caregivers.

Racial differences in employment outcome after traumatic brain injury at 1, 2, and 5 years postinjury.

UNLABELLED: Gary KW, Arango-Lasprilla JC, Ketchum JM, Kreutzer JS, Copolillo A, Novack TA, Jha A. Racial differences in employment outcome after traumatic brain injury at 1, 2, and 5 years postinjury. OBJECTIVES: To examine racial differences in competitive employment outcomes at 1, 2, and 5 years after traumatic brain injury (TBI) and to determine whether changes in not competitive employment rates over time differ between blacks and whites with TBI after adjusting for demographic and injury characteristics. DESIGN: Retrospective cohort study. SETTING: Sixteen TBI Model System Centers. PARTICIPANTS: Blacks (n=615) and whites (n=1407) with moderate to severe TBI. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Employment status dichotomized as competitively employed versus not competitively employed. RESULTS: After adjusting for demographic and injury characteristics, repeated-measures logistic regression indicated that (1) the odds of not being competitively employed were significantly greater for blacks than whites regardless of the follow-up year (all P<.001); (2) the odds of not being competitively employed declined significantly over time for each race (P< or =.004); and (3) changes over time in the odds of not being competitively employed versus being competitively employed were not different between blacks and whites (P=.070). In addition, age, discharge FIM and Disability Rating Scale, length of stay in acute and rehabilitation, preinjury employment, sex, education, marital status, and cause of injury were significant predictors of employment status postinjury. CONCLUSIONS: Short- and long-term employment is not favorable for people with TBI regardless of race; however, blacks fare worse in employment outcomes compared with whites. Rehabilitation professionals should work to improve return to work for all persons with TBI, with special emphasis on addressing specific needs of blacks.

Caregivers' concerns about judgment and safety of patients with brain injury: a preliminary investigation.

OBJECTIVE: To identify caregivers' most common concerns about the judgment and safety of patients with brain injury in home and community environments. To quantify caregivers' stress levels and their level of comfort leaving patients at home unsupervised and examine the interrelationships between caregivers' safety and judgment ratings, stress levels, and levels of comfort leaving patients unattended. DESIGN: Retrospective, cross-sectional design. SETTING: Outpatient brain injury neuropsychology clinic at a university medical center. PARTICIPANTS: A convenience sample of 121 caregivers of traumatic brain injury survivors at least 1 month postinjury and 18 years of age or older. MAIN OUTCOME MEASUREMENTS: Scores in 9 domains from the Judgment and Safety Screening Inventory; ratings of stress levels and levels of comfort leaving patients at home unattended derived from the General Health and History Questionnaire. RESULTS: Caregivers' most common judgment and safety-related concerns were in the Travel and Financial domains, with many reflecting patients' memory deficits. Heightened caregiver stress levels were prevalent. Higher levels of concern about judgment and safety were associated with higher stress levels and concerns about leaving patients unattended. CONCLUSIONS: Consistent with research on patients with other types of neurological disorders, concerns about driving and financial management among caregivers are prevalent. Additional research is needed to identify the most cost-effective methods of evaluating patients and enabling them to function at their highest level in the community.

The influence of minority status on job stability after traumatic brain injury.

OBJECTIVE: To determine the influence of minority status on job stability after traumatic brain injury (TBI). SETTING: TBI Model Systems Centers. PARTICIPANTS: 633 individuals (414 Caucasians vs. 219 Minorities) with primarily moderate to severe TBI hospitalized at one of the TBI Model Systems Centers between 1988 and 2001 with 3 years of continuous follow up employment data after discharge. MAIN OUTCOME MEASURES: Job stability was defined as "stable" (competitively employed at all three follow-up visits), "unemployed" (not competitively employed at all three visits), and "unstable" (any other mixture of competitively employed and not competitively employed over the three follow-up visits). METHODS: A multinomial logistic regression model was used to model the effect of ethnicity on job stability post TBI after adjusting for injury and demographic characteristics. RESULTS: Compared to Caucasians, the adjusted odds for minorities were 3.587 times greater for being unemployed versus being stably employed (95% CI = 1.930, 6.668), 1.911 times greater for being unstably employed versus being stably employed (95% CI = 1.006, 3.628), and 1.878 times more greater for being unemployed versus being unstably employed (95% CI = 1.157, 3.046) after adjusting for preinjury employment status, age, marital status, education, cause of injury, total length of stay in acute and rehabilitation hospitals, and DRS at discharge. CONCLUSIONS: Minority status is an independent predictor of short-term job stability after TBI. Minority TBI survivors were more likely than Caucasians to be unemployed or unstably employed. Rehabilitation professionals should develop employment interventions that will address the specific needs of these racial/ethnic groups and facilitate optimal employment outcomes for minority TBI survivors.