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Relationship Between Hispanic Nativity, Residential Environment, and Productive Activity Among Individuals With Traumatic Brain Injury: A TBI Model Systems Study

Lequerica, Anthony H; Botticello, Amanda; OʼNeill, John; Lengenfelder, Jean; Krch, Denise; Chiaravalloti, Nancy D; Sander, Angelle M; Bushnik, Tamara; Ketchum, Jessica M; Hammond, Flora M; Dams-OʼConnor, Kristen; Felix, Elizabeth; Johnson-Greene, Doug
OBJECTIVE:To examine the influence of nativity and residential characteristics on productive activity among Hispanics at 1 year after traumatic brain injury (TBI). SETTING/METHODS:Acute rehabilitation facilities and community follow-up. PARTICIPANTS/METHODS:A total of 706 Hispanic individuals in the TBI Model Systems National Database. DESIGN/METHODS:Secondary data analysis from a multicenter longitudinal cohort study. MAIN MEASURES/METHODS:Nativity (foreign born or US native), productive activity derived from interview questions regarding employment status, and other demographic information. Census data were extracted by zip code to represent residential characteristics of aggregate household income and proportion of foreign language speakers (FLS). RESULTS:Among foreign-born individuals with TBI, those living in an area with a higher proportion of FLS were 2.8 times more likely to be productive than those living in areas with a lower proportion of FLS. Among individuals living in an area with a lower proportion of FLS, US-born Hispanics were 2.7 times more likely to be productive compared with Hispanic immigrants. CONCLUSION/CONCLUSIONS:The relationship between nativity and productive activity at 1 year post-TBI was moderated by the residential proportion of FLS. Findings underscore the importance of considering environmental factors when designing vocational rehabilitation interventions for Hispanics after TBI.
PMID: 29863616
ISSN: 1550-509x
CID: 3144312

Cluster Analysis of Vulnerable Groups in Acute TBI Rehabilitation

Kucukboyaci, Erkut N; Long, Coralynn; Smith, Michelle; Rath, Joseph F; Bushnik, Tamara
OBJECTIVE:To analyze the complex relationship between various social indicators that contribute to socioeconomic status and healthcare barriers. DESIGN/METHODS:Cluster analysis of historical patient data obtained from inpatient visits. SETTING/METHODS:Setting: Inpatient rehabilitation unit in a large, urban university hospital PARTICIPANTS: Adult patients receiving acute inpatient care, predominantly for closed head injury. INTERVENTIONS/METHODS:Not applicable MAIN OUTCOME MEASURES: We examined the membership of TBI patients in various "vulnerable group" (VG) clusters (e.g., homeless, unemployed, racial/ethnic minority) and characterized the rehabilitation outcomes of the patients (e.g., duration of stay, changes in Functional Independence Measure [FIM] scores between admission to inpatient stay and discharge). RESULTS:Analysis revealed four major clusters (i.e., Clusters A-D) separated by VG memberships, with distinct durations of stay and FIM gains during their stay. Cluster B, the largest cluster and also consisting of mostly racial/ethnic minorities, had the shortest duration of hospital stay and one of the lowest FIM improvements among the four clusters despite higher FIM scores at admission. In cluster C, also consisting of mostly ethnic minorities with multiple SES vulnerabilities, patients were characterized by low cognitive FIM scores at admission and the longest duration of stay, and they showed good improvement in FIM scores. CONCLUSIONS:Application of clustering techniques to inpatient data identified distinct clusters of patients who may experience differences in their rehabilitation outcome due to their membership in various "at-risk" groups. Results identified patients (i.e., cluster B, with minority patients and Cluster D, with elderly patients) who attain below-average gains in brain injury rehabilitation. Results also suggested that systemic (e.g., duration of stay) or clinical service improvements (e.g., staff's language skills, ability to offer substance abuse therapy, provide appropriate referrals or liaise with intensive social work services or plan subacute rehabilitation phase) could be beneficial for acute settings. Stronger recruitment, training and retention initiatives for bilingual and multiethnic professionals may also be considered to optimize gains from acute inpatient rehabilitation following traumatic brain injury.
PMID: 29317223
ISSN: 1532-821x
CID: 2964012

Functional Connectivity Following Plasticity-based Cognitive Training in Chronic TBI: A Resting-state fMRI Study

Voelbel, Gerald; Mercuri, Giulia; Lindsey, Hannah; Rath, Joseph; Lazar, Mariana; Flanagan, Steven; Bushnik, Tamara
ORIGINAL:0013087
ISSN: 1532-821x
CID: 3406272

Therapeutic climate

Chapter by: Buijck, B. I.; Bushnik, T.
in: The Challenges of Nursing Stroke Management in Rehabilitation Centres by
[S.l. : s.n.], 2018
pp. 35-40
ISBN: 9783319763903
CID: 3787772

Race/Ethnicity and Retention in Traumatic Brain Injury Outcomes Research: A Traumatic Brain Injury Model Systems National Database Study

Sander, Angelle M; Lequerica, Anthony H; Ketchum, Jessica M; Hammond, Flora M; Gary, Kelli Williams; Pappadis, Monique R; Felix, Elizabeth R; Johnson-Greene, Douglas; Bushnik, Tamara
OBJECTIVE:To investigate the contribution of race/ethnicity to retention in traumatic brain injury (TBI) research at 1 to 2 years postinjury. SETTING/METHODS:Community. PARTICIPANTS/METHODS:With dates of injury between October 1, 2002, and March 31, 2013, 5548 whites, 1347 blacks, and 790 Hispanics enrolled in the Traumatic Brain Injury Model Systems National Database. DESIGN/METHODS:Retrospective database analysis. MAIN MEASURE/METHODS:Retention, defined as completion of at least 1 question on the follow-up interview by the person with TBI or a proxy. RESULTS:Retention rates 1 to 2 years post-TBI were significantly lower for Hispanic (85.2%) than for white (91.8%) or black participants (90.5%) and depended significantly on history of problem drug or alcohol use. Other variables associated with low retention included older age, lower education, violent cause of injury, and discharge to an institution versus private residence. CONCLUSIONS:The findings emphasize the importance of investigating retention rates separately for blacks and Hispanics rather than combining them or grouping either with other races or ethnicities. The results also suggest the need for implementing procedures to increase retention of Hispanics in longitudinal TBI research.
PMID: 29863614
ISSN: 1550-509x
CID: 3144302

Initial Outcomes from a Multicenter Study Utilizing the Indego Powered Exoskeleton in Spinal Cord Injury

Tefertiller, Candy; Hays, Kaitlin; Jones, Janell; Jayaraman, Arun; Hartigan, Clare; Bushnik, Tamara; Forrest, Gail F
Objective:
PMCID:5791927
PMID: 29434463
ISSN: 1945-5763
CID: 2957272

Introduction to TBI Model Systems 2012-2017 special section

Bushnik, Tamara
PMID: 29775093
ISSN: 1362-301x
CID: 3121552

Sleep after TBI: How the TBI Model Systems have advanced the field

Bell, Kathleen R; Bushnik, Tamara; Dams-O'Connor, Kristen; Goldin, Yelena; Hoffman, Jeanne M; Lequerica, Anthony H; Nakase-Richardson, Risa; Zumsteg, Jennifer M
BACKGROUND:Identification and management of comorbidities in TBI has become an increasing focus for optimizing TBI outcomes. Recent meta-analyses highlight sleep disturbance and sleep disorders following TBI (Mathias & Alvaro, 2012). Improving the recognition and treatment of sleep disorders in TBI should be a central focus of rehabilitation. The Traumatic Brain Injury Model System (TBIMS) has created an infrastructure allowing multi-center investigations into sleep dysfunction in those who have had a moderate to severe TBI and received inpatient rehabilitation. OBJECTIVE:This paper will describe the 1) infrastructure used to advance sleep dysfunction/disorders research following TBI, 2) preliminary findings from these studies, and 3) repository of data which can be accessed for secondary analyses by investigators outside of the TBIMS infrastructure. METHODS:Two internal mechanisms allow investigators at TBIMS sites to collaborate on projects of shared interest: Research Modules and Special Interest Groups (SIG). RESULTS:To date, five studies have resulted from the TBIMS collaborative process focusing on insomnia, circadian disruption, and sleep apnea. CONCLUSIONS:Future directions for the SIG include continued development of available knowledge and understanding of the multidimensional factors that contribute to TBI-related sleep disturbance, optimal assessment tools, effectiveness of available treatments, and treatment compliance in this population.
PMID: 30347631
ISSN: 1878-6448
CID: 3490032

Examining the Effects of a Powered Exoskeleton on Quality of Life and Secondary Impairments in People Living With Spinal Cord Injury

Juszczak, Michael; Gallo, Estelle; Bushnik, Tamara
Background: Secondary impairments associated with spinal cord injury (SCI) limit one's independent functionality and negatively impact quality of life (QoL). Objective: The purpose of this study was to explore changes in secondary health conditions that may result from using a powered exoskeleton as well as their potential impact on QoL. Methods: Forty-five participants presenting with SCI ranging from T3-L2 were included in this study. Outcome measures included self-reported assessments of pain, spasticity, bladder/bowel function, Satisfaction with Life Scale (SWLS), and Modified Ashworth Scale (MAS). Results: Participants reported significantly less spasticity at the conclusion of the study, 0.9 ± 1.7, compared to baseline, 1.6 ± 0.9 [t (44) = 2.83, p < .001]. MAS testing revealed that 26.7% of participants presented with decreased spasticity at the conclusion of the trial. Participants reported less pain at the end of the trial, 0.9 ± 1.6, compared to the start, 1.1 ± 1.7 [t (44) = 1.42, p > .05]. No negative changes in bowel and bladder were reported; positive changes were reported by 20% and 9% of participants with respect to bowel and bladder management. There was no statistically significant change in SWLS sum score from baseline, 20.4 ± 8.0, to conclusion of the study, 21.3 ± 7.6 [t (44) = -1.1, p > .05]. Conclusion: Findings suggest using a powered exoskeleton may decrease spasticity in people living with SCI. Although improvements in secondary impairments did not result in a significant improvement in QoL, it is believed that using a powered exoskeleton in one's community will lead to increased community integration facilitating an improvement in QoL.
PMID: 30459496
ISSN: 1945-5763
CID: 3480602

Hidden homelessness and traumatic brain injury: Defining and characterizing housing instability [Meeting Abstract]

Hada, E; Long, C; Man, A; Bushnik, T
Research Objectives: To primarily investigate the demographics, preinjury characteristics and post-injury outcome correlates between hidden homeless and the traumatic brain injury (TBI) population. To also analyze and broaden the methods of capturing homelessness history and housing instability within the Traumatic Brain Injury Model System (TBIMS). Design: Data consisted of the Traumatic Brain Injury Model Systems (TBIMS) Form I, Form II, and an expanded incarceration/homelessness questionnaire collected through medical record abstraction and patient self-report at a TBIMS center in New York City. Setting: One urban New York City TBIMS center, including TBI participants from an acute inpatient rehabilitation public and private hospital. Participants: 133 acute TBI inpatients who received acute and rehabilitation care at a Traumatic Brain Injury Model Systems (TBIMS) center. Male (85%). Mean age=45.1 years (SD=19.4). Sample includes 42 individuals with a history of housing instability. Interventions: Not applicable. Main Outcome Measures: Data collected through TBIMS Form I & II interviews and an expanded incarceration and homelessness questionnaire. Results: Chi-squares and t-tests will demonstrate that individuals with a history of housing instability are younger, have less social support and job stability, lower education, and are more likely to experience a TBI due to violence. Additionally, they experience higher incidences of substance use and psychiatric hospitalizations pre-injury and more anxiety and depression post-injury. Conclusions: These findings highlight the subsequent adverse social, psychological, and socioeconomic effects having a history of housing instability has upon this already marginalized and underrepresented group. Given this knowledge, efforts should be focused upon broadening current definitions of homelessness, moving towards a more complete and fuller understanding of housing instability
EMBASE:619569204
ISSN: 1532-821x
CID: 2862882