1
|
Ohayagha C, Xia B, Jones SC, Klyce DW, Arango-Lasprilla JC, Perrin PB. Predictors of participation over the 10 years after TBI in black individuals. NeuroRehabilitation 2025; 56:325-339. [PMID: 40318663 DOI: 10.1177/10538135251315372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2025]
Abstract
BackgroundTraumatic brain injury (TBI) is a serious public health problem and is associated with an increased number of health comorbidities.ObjectiveThis study examined: (a) longitudinal trajectories of participation over the 10 years after TBI in a group of Black individuals, and (b) demographic and injury-related predictors of those trajectories.MethodThis study included 1,989 Black individuals in the national TBI Model Systems (TBIMS) Database, who had at least one of each Participation Assessment with Recombined Tools-Objective (PART-O) subscale scores at one or more follow-up time points (1, 2, 5, and 10 years after TBI).ResultsLower PART-O Productivity trajectories were observed among participants who were male (b = -.26, p = .001), were older at the time of injury (b = -.02, p < .001), had a lower education level (b = .06, p < .001), had public insurance coverage (b = .17, p = .009), and had longer posttraumatic amnesia (PTA) duration (b = -.28, p < .001). Lower PART-O Social trajectories emerged among participants who were older at the time of injury (b = -.02, p < .001), did not have a partner at the time of injury (b = .66, p < .001), had public insurance coverage (b = .19, p = .009), and had longer PTA duration (b = -.19, p = .001). Lower PART-O Out and About trajectories emerged among participants who were older at the time of injury (b = -.01, p = .018) and had a lower education level (b = .05, p < .001).ConclusionThe findings highlight the importance of understanding the strengths, risk factors, and unmet needs of this group, many of whom experience decreased community and social engagement after TBI.
Collapse
Affiliation(s)
- Chimdindu Ohayagha
- Department of Psychology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Bridget Xia
- School of Data Science, University of Virginia, Charlottesville, Virginia, USA
- Central Virginia Veterans Affairs Health Care System, Richmond, Virginia, USA
| | - Shawn Ct Jones
- Department of Psychology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Daniel W Klyce
- Central Virginia Veterans Affairs Health Care System, Richmond, Virginia, USA
- Department of Physical Medicine and Rehabilitation, School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
- Sheltering Arms Institute, Richmond, VA, USA
| | | | - Paul B Perrin
- School of Data Science, University of Virginia, Charlottesville, Virginia, USA
- Central Virginia Veterans Affairs Health Care System, Richmond, Virginia, USA
- Department of Psychology, University of Virginia, Charlottesville, Virginia, USA
| |
Collapse
|
2
|
Amedy A, Williams K, Prosak OL, Anesi T, Zuckerman SL, Terry DP. Social Demographic and Clinical Predictors of Time to Clinic Presentation After a Sport-Related Concussion. Clin J Sport Med 2025; 35:278-283. [PMID: 39526894 DOI: 10.1097/jsm.0000000000001290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 09/25/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVE To investigate the associations between clinical risk factors, social demographic and time to concussion clinic presentation after sports-related concussion in young athletes. DESIGN Retrospective cohort study. SETTING Multidisciplinary regional concussion center. PATIENTS Athletes ages 12 to 18 years who sustained a SRC from November 2017 to April 2022. INDEPENDENT VARIABLES Independent variables included social demographic factors (ie, race, ethnicity, public vs private school, public vs private insurance), patient medical history, family medical history, acute concussion characteristics, and initial presentation elsewhere. MAIN OUTCOME MEASURES Descriptive statistics were employed to assess for group differences. Mann-Whitney U tests, Spearman rank order correlations, and linear regressions were performed to explore associations between each independent variable and the main outcome, days to concussion clinic presentation. RESULTS A total of 945 athletes we included (age 15.8 ± 1.61, 33.7% female). Hispanic/Latino background, ( P = 0.009), public insurance status ( U = 47 377.0, P = 0.002), amnesia ( U = 57 738.0, P = 0.002) at time of injury, family psychiatric ( U = 35 091.0, P < 0.001) or migraine ( U = 59 594.5, P < 0.001) histories, and personal psychiatric ( U = 30 798.0 , P = 0.004) or migraine ( U = 34 133.5, P = 0.011) histories were associated with longer time to concussion clinic presentation. A multivariable linear regression found that initial presentation elsewhere (β = 0.37, P < 0.001), family migraine history (β = 0.18, P < 0.001), public insurance status (β = 0.09, P = 0.024), and history of learning disability (β = 0.09, P = 0.032) were the only predictors of longer time to concussion clinic presentation. CONCLUSIONS Variables that predicted longer time to concussion clinic presentation included initial presentation elsewhere, public insurance status, positive family migraine history, and history of learning disability. Further research is needed to elucidate these findings and determine how they impact concussion seeking behavior.
Collapse
Affiliation(s)
- Amad Amedy
- Vanderbilt University School of Medicine, Nashville, Tennessee
| | | | - Olivia L Prosak
- Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Trevor Anesi
- Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Nashville, Tennessee; and
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Douglas P Terry
- Vanderbilt Sports Concussion Center, Nashville, Tennessee; and
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee
| |
Collapse
|
3
|
Haarbauer-Krupa J, Wallace T, Eugene D, Tucker J, Johnson S. Understanding Problems in Communication and Cognition Experienced by Uninsured Individuals Following Brain and Spinal Cord Injuries. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2025:1-7. [PMID: 40299709 DOI: 10.1044/2025_ajslp-24-00093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/01/2025]
Abstract
PURPOSE Uninsured individuals who experience brain injury and spinal cord injury (SCI) may not have access to health care services following their injury. We describe the demographic characteristics and reported problems in communication and cognition of individuals attending the Georgia Rehabilitation Services Volunteer Partnership (RSVP) Clinic, a free clinic that provides rehabilitative care to uninsured and underinsured individuals who experience these injuries. METHOD Descriptive statistics examined at admission include injury type, age, race/ethnicity, highest level of education completed, employment status, and insurance type. Clinic participants are asked if they experience problems with having a conversation, reading, writing/typing, remembering things, paying attention, making decisions/solving problems, and the importance of addressing these areas in clinic. RESULTS Of the 63 participants, 49% had an acquired brain injury (ABI) and 56% had an SCI. Individuals served in our clinic have a mean age of 38 years old, are primarily male (68%), are Black or African American (75%), and were unemployed at the time of admission (98%). Fifty-seven individuals (ABI = 29, SCI = 30, dual ABI and SCI = 2) responded to questions about difficulties in communication and cognition at clinic intake of which 40 of those individuals identified one or more challenges in these areas. Writing/typing was the most prevalent communication complaint, whereas remembering was the most frequently reported cognitive challenge. One participant completed these questions at clinic discharge, demonstrating improvement in communication and cognition. CONCLUSIONS The Georgia RSVP Clinic provides opportunity to understand uninsured adults who experience a brain injury or SCI. Clinic data provide insight on important patient experiences related to problems with communication and cognition. The clinic offers a unique opportunity to observe the "invisible" population of individuals who experience brain injury and SCI who do not have access to resources in Georgia.
Collapse
Affiliation(s)
- Juliet Haarbauer-Krupa
- Georgia RSVP Clinic, Atlanta
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
| | - Tracey Wallace
- Georgia RSVP Clinic, Atlanta
- Aquired Brain Injury Program, Shepherd Center, Atlanta, GA
| | | | - Jordan Tucker
- Georgia RSVP Clinic, Atlanta
- Department of Communication Disorders, Auburn University, AL
| | | |
Collapse
|
4
|
Ayton A, Spitz G, Hicks AJ, Ponsford J. Ageing with Traumatic Brain Injury: Long-Term Cognition and Wellbeing. J Neurotrauma 2025. [PMID: 40233137 DOI: 10.1089/neu.2024.0524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2025] Open
Abstract
Whether and how traumatic brain injury (TBI) impacts ageing in the decades post-injury remains a matter of debate, partly due to a lack of controlled studies. This study examined the long-term impact of TBI on cognition and wellbeing in middle-aged and older adults and explored the relationship between age, cognition, and wellbeing, compared with a non-TBI control group. Cross-sectional data from 143 participants aged ≥40 with moderate-severe TBI (6-33 years post-injury; mean age 59.64) were compared with 71 non-TBI controls (mean age 62.10) group matched on age, gender, and premorbid IQ. Individuals with significant confounding comorbidities were excluded. A battery of neuropsychological tests and wellbeing measures (emotional distress, sleep, health-related quality of life [HRQoL]) was administered. Older age and TBI were each independently associated with poorer cognition across multiple domains (p < 0.05). The relationship between verbal learning and memory impairment post-TBI differed between age groups: individuals with TBI in their 40s-60s performed significantly worse than same-aged controls on verbal story acquisition (B = 0.09, p = 0.040, 95% confidence interval [CI] [0.004, 0.17]) and recall (B = 0.12, p = 0.009, 95% CI [0.03, 0.21]), and verbal wordlist recall (B = 0.11, p = 0.007, 95% CI [0.03, 0.19]). In comparison, no significant group differences in verbal memory emerged for ages 70-90. The TBI group reported greater emotional distress (B = 3.55, p < 0.001, 95% CI [1.73, 5.37]), poorer sleep quality (B = 1.07, p = 0.016, 95% CI [0.20, 1.94]), and poorer physical HRQoL (B = -4.26, p = 0.003, 95% CI [-7.08, -1.43]) than controls at all ages. Poorer physical HRQoL was related to poorer cognition post-TBI (p < 0.05). Our results challenge the notion that TBI exacerbates ageing. Moderate-severe TBI resulted in significant long-term impairments in cognition and wellbeing, with verbal learning and memory more impaired during middle-adulthood but not older adulthood compared to controls. TBI was not associated with changes to wellbeing with ageing. Intervention for verbal memory deficits in middle-aged adults with TBI is important, along with wider long-term supports for cognition, wellbeing, and activity participation in all individuals with TBI.
Collapse
Affiliation(s)
- Amber Ayton
- Monash-Epworth Rehabilitation Research Centre, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Gershon Spitz
- Monash-Epworth Rehabilitation Research Centre, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Amelia J Hicks
- Monash-Epworth Rehabilitation Research Centre, School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Jennie Ponsford
- Monash-Epworth Rehabilitation Research Centre, School of Psychological Sciences, Monash University, Melbourne, Australia
| |
Collapse
|
5
|
Vattipally VN, Jiang K, Weber-Levine C, Kramer P, Davidar AD, Hersh AM, Winkle M, Byrne JP, Azad TD, Theodore N. Patient and Hospital Factors Associated With Hospital Course for Patients With Mild Traumatic Brain Injury. J Head Trauma Rehabil 2025:00001199-990000000-00251. [PMID: 40167490 DOI: 10.1097/htr.0000000000001056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
OBJECTIVE To characterize variation in the treatment of patients with mild traumatic brain injury (mTBI) who were reasonable candidates for hospitalization, we investigated patient-level associations with inpatient admission and hospital-level associations with length of stay (LOS). We further investigated whether patients treated at high-LOS hospitals were more likely to experience home discharge. SETTING Patients were retrospectively identified from the ACS TQIP dataset. PARTICIPANTS A total of 122 406 patients with mTBI were included. DESIGN We performed hierarchical logistic regression to investigate associations of patient-level variables with inpatient admission. Among hospitalized patients, a hierarchical linear regression was constructed for associations with LOS, including hospitals as a random effects term. Based on random effects coefficients, hospitals were classified as high-LOS outliers or non-outliers. MAIN MEASURES Univariable comparisons on facility characteristics were performed. Patients were propensity score matched across hospital outlier status, and a multivariable logistic regression for associations with discharge to home was performed. RESULTS The median age was 63 years (interquartile range [IQR], 42-77 years), and 111 306 (91%) patients experienced inpatient admission. Uninsured status was associated with lower odds of inpatient admission (odds ratio [OR], 0.71; 95% confidence interval [CI], 0.65-0.76; P < .001). After excluding very low-volume hospitals, 80 258 admitted patients were treated across 469 hospitals, and 98 were designated as high-LOS outliers. These were more likely to be Level 1 trauma centers (76% vs. 26%; P < .001). After matching, patients treated at high-LOS outlier hospitals were less likely to experience home discharge (OR, 0.89; 95% CI, 0.85-0.93; P < .001). This effect was amplified for patients identifying as non-White, non-Black, non-Hispanic other races (P = .003). CONCLUSIONS Inpatient admission after mTBI varies by insurance status, with uninsured patients less likely to be admitted. There is significant interhospital variation in LOS, with Level 1 trauma centers more likely to be high-LOS outliers. Despite their longer LOS, patients treated at outlier hospitals experienced lower odds of home discharge.
Collapse
Affiliation(s)
- Vikas N Vattipally
- Author Affiliations: Department of Neurosurgery (Mr Vattipally, Ms Jiang, Mr Kramer, and Drs Davidar, Hersh, Azad, and Theodore), Department of Physical Medicine and Rehabilitation (Dr Winkle), Johns Hopkins University School of Medicine, Baltimore, Maryland; and Division of General Surgery, Department of Surgery (Dr Byrne), University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Pinto SM, Adams LM, Chavez A, Perrin PB, Watanabe TK, Golden K, Sterling A, Hoffman JM, Daneshvar DH, Rabinowitz A, Callender L, Hammond FM. Prevalence of Self-reported COVID-19 Infection in Persons With Complicated Mild to Severe Traumatic Brain Injury: A Traumatic Brain Injury Model Systems Study. Am J Phys Med Rehabil 2025; 104:243-249. [PMID: 38958261 DOI: 10.1097/phm.0000000000002587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
OBJECTIVES The aims of the study are to describe the incidence of self-reported COVID-19 history in a longitudinal cohort of individuals with complicated mild to severe traumatic brain injury and describe demographic, injury, and functional differences based on history of COVID-19 infection. DESIGN Individuals with complicated mild to severe traumatic brain injury aged 16 or older at time of injury who were enrolled in the Traumatic Brain Injury Model Systems longitudinal cohort study, completed a baseline or follow-up interview between October 1, 2021-March 31, 2023, and provided information about COVID-19 history and timing of COVID-19 infection was collected. RESULTS Of the 3627 individuals included in the analysis, 29.5% reported a history of COVID-19 infection. Those with reported COVID-19 history tended to be younger, not of a racial/ethnic minority background, and greater functional status at follow-up based on the Glasgow Outcome Scale-Extended Scale compared with those with no reported COVID-19 history ( P < 0.05). Among those with COVID-19 history, 61.8% did not receive medical care, 27.6% received medical care but no hospitalization, and 10.5% were hospitalized. Of those hospitalized, 21.4% required ventilator use. CONCLUSIONS Incidence of COVID-19 diagnosis and related hospitalization characteristics in persons with complicated mild to severe traumatic brain injury was similar to national incidence between March 2020-2023. Secondary effects of the COVID-19 pandemic on persons with traumatic brain injury require investigation.
Collapse
Affiliation(s)
- Shanti M Pinto
- From the Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas, Texas (SMP); Department of Psychology and Women & Gender Studies program, George Mason University, Fairfax, Virginia (LMA); Department of Rehabilitation Medicine, University of Texas Health Science Center, San Antonio, Texas (AC); School of Data Science and Department of Psychology, University of Virginia, Charlottesville, Virginia (PBP); Central Virginia Veterans Affairs Health Care System, Richmond, Virginia (PBP); Drucker Brain Injury Center, Jefferson Moss-Magee Rehabilitation, Elkins Park, Pennsylvania (TKW); Neurorehabilitation Laboratory, Spaulding Rehabilitation Hospital, Boston, Massachusetts (KG); Department of Rehabilitation Science, MGH Institute of Health Professions, Boston, Massachusetts (KG); Department of Rehabilitative Services, Brigham and Women's Hospital, Boston, Massachusetts (KG); Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Charlestown, Massachusetts (AS); Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington (JMH); Department of PM&R, Harvard Medical School, Boston, Massachusetts (DHD); Moss Rehabilitation Research Institute, Thomas Jefferson University, Philadelphia, Pennsylvania (ARR); Baylor Scott & White Research Institute, Dallas, Texas (LC); Department of Physical Medicine & Rehabilitation, Indiana University School of Medicine, Indianapolis, Indiana (FMH); and Rehabilitation Hospital of Indiana, Indianapolis, Indiana (FMH)
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
7
|
Wroblewski TH, Ajmal E, Ononogbu-Uche F, Lerner DP, Bigdeli TB, Divers J, Barthélemy EJ. Molecular Biomarkers Associated with Traumatic Brain Injury Outcome in Individuals of Black Racial Identity or African Ancestry: A Narrative Review. World Neurosurg 2025; 194:123620. [PMID: 39732452 DOI: 10.1016/j.wneu.2024.123620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 12/11/2024] [Accepted: 12/19/2024] [Indexed: 12/30/2024]
Abstract
Traumatic brain injury (TBI) is a leading cause of death and disability worldwide and a major global health concern. In the United States, individuals of Black or African American racial identity experience disproportionately higher rates of TBI and suffer from worse postinjury outcomes. Contemporary research agendas have largely overlooked or excluded Black populations, resulting in the continued marginalization of Black patient populations in TBI studies, thereby limiting the generalizability of ongoing research to patients in the United States and around the world. This review aims to highlight what is currently known, and identify knowledge gaps, in research on molecular biomarkers associated with TBI in Black populations. A PubMed literature search was conducted to identify studies that investigate molecular biomarkers associated with TBI outcomes that include participants of Black racial identity and those of African ancestry. Studies identified for this review investigate biomarkers associated with TBI outcomes through a lens that specifically examines race, ethnicity, or ancestry. Most studies focused on blood- or cerebrospinal fluid-derived protein biomarkers. Studies identified statistical variation in S100ß, ubiquitin C-terminal hydrolase-L1, amyloid-ß, and tau across participant race, either at baseline or following TBI. Additionally, several studies identified genetic polymorphisms associated with TBI outcomes related to apolipoprotein E, ANKK1, and COMT polymorphism and TBI outcome and identified allele frequency variation across population ancestry. The role of race and ancestry on biomarkers associated with TBI outcome remains indeterminate and subsequent work is still required to understand the implications for patients with TBI.
Collapse
Affiliation(s)
- Tadeusz H Wroblewski
- College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Global Neurosurgery Laboratory, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; MD-PhD Program, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Erum Ajmal
- College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Global Neurosurgery Laboratory, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Favour Ononogbu-Uche
- College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Global Neurosurgery Laboratory, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - David P Lerner
- Department of Neurology, One Brooklyn Health/Brookdale University Hospital and Medical Center, Brooklyn, New York, USA; Department of Neurology, SUNY Downstate Health Sciences University, Brooklyn, New York, USA
| | - Tim B Bigdeli
- Department of Psychiatry and Behavioral Sciences, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Department of Epidemiology and Biostatistics, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; VA New York Harbor Healthcare System, Brooklyn, New York, USA
| | - Jasmin Divers
- Division of Health Services Research, Department of Foundations of Medicine, NYU Grossman Long Island School of Medicine, NYU Langone Health, New York, New York, USA
| | - Ernest J Barthélemy
- College of Medicine, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Global Neurosurgery Laboratory, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Department of Neurology, One Brooklyn Health/Brookdale University Hospital and Medical Center, Brooklyn, New York, USA; Department of Neurology, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Institute for Genomics in Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Division of Neurosurgery, Department of Surgery, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Department of Community Health Sciences, School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, New York, USA; Department of Surgery, One Brooklyn Health/Brookdale University Hospital and Medical Center, Brooklyn, New York, USA.
| |
Collapse
|
8
|
Wadhwa A, Purohit S, Ramirez-Velandia F, Enriquez-Marulanda A, Ogilvy CS. Socioeconomic Disparities in the Clinical Outcomes of Pediatric Traumatic Brain Injury: A Nationwide Analysis of the Past Decade. World Neurosurg 2025; 194:123420. [PMID: 39577629 DOI: 10.1016/j.wneu.2024.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 11/01/2024] [Accepted: 11/05/2024] [Indexed: 11/24/2024]
Abstract
BACKGROUND Socioeconomic status has historically influenced traumatic brain injury (TBI) outcomes, yet pediatric TBI disparities remain understudied. We aimed to analyze the National Inpatient Sample database for socioeconomic disparities in the outcomes of pediatric TBI patients. METHODS The National Inpatient Sample from 2011 to 2020 was retrospectively analyzed for pediatric TBI patients. Socioeconomic variables included age, sex, race, household income, geographic location, and primary expected payer. Outcomes included length of stay (LOS), in-hospital mortality, mortality risk, and illness severity. RESULTS A total 45,109 pediatric TBI patients (63.9% male) were identified. Mean age was 7.76 years, mean LOS was 4.57 days, and overall mortality rate was 3.2%. African-American or Native American patients had significantly longer LOS (1.6 and 3.4 days, respectively; P < 0.01) than White patients. African-American patients had an odds ratio of mortality of 1.57 compared to White patients. Female patients had significantly higher mortality risk and LOS (0.5 days) than male patients (P < 0.001). Patients in the bottom 50% of income and those in rural counties had higher odds of mortality (2.20 and 1.27, respectively) compared to higher-income and urban patients. Regional mortality rate differences were significant (P < 0.001), with the East South Central region having the highest rate. Medicaid and self-pay patients had higher LOS (P < 0.001) and odds ratios of mortality (1.19 and 2.36, respectively) compared to private insurance patients. CONCLUSIONS This study highlights significant differences based on race, sex, income, insurance type, and geographic location in pediatric TBI outcomes. Future research should focus on identifying factors contributing to inequalities and developing strategies to mitigate them.
Collapse
Affiliation(s)
- Aryan Wadhwa
- Neurosurgical Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Shashvat Purohit
- Neurosurgical Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Felipe Ramirez-Velandia
- Neurosurgical Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA
| | - Alejandro Enriquez-Marulanda
- Neurosurgical Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA
| | - Christopher S Ogilvy
- Neurosurgical Division, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA.
| |
Collapse
|
9
|
Waltzman D, Miller GF, Xu L, Haarbauer-Krupa J, Hammond FM. Health and Health Care Utilization Outcomes for Individuals With Traumatic Brain Injury: A 1-Year Longitudinal Study. J Head Trauma Rehabil 2025:00001199-990000000-00226. [PMID: 39853216 DOI: 10.1097/htr.0000000000001008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2025]
Abstract
OBJECTIVE Traumatic brain injury (TBI) can result in new onset of comorbidities and limited studies suggest health care utilization following TBI may be high. Setting, Participants, Mean Measures, and Design: This study used 2018 and 2019 MarketScan Commercial Claims and Encounters data to examine differences in longitudinal health outcomes (health care utilization and new diagnoses) by various demographic factors (age, sex, U.S. region, intent/mechanism of injury, urbanicity, and insurance status) among individuals with and without a TBI in the year following an index health care encounter. RESULTS Results show that within 1 year of the initial encounter, a higher percentage of patients with TBI versus without TBI had at least one outpatient visit (96.7% vs 86.1%), emergency department (ED) visit (28.5% vs 13.1%), or hospital admission (6.4% vs 2.6%). Both children (33.8% vs 23.4%) and adults (43.8% vs 31.4%) who sustained a TBI had a higher percentage of new diagnoses within 1 year compared to the non-TBI group. Additionally, individuals with a TBI had greater health care utilization across all types of health care settings (outpatient and inpatient), visits (ED visits and hospital admissions), and across all demographic factors (P < .001). CONCLUSION These results may inform future research around the development of systems of care to improve longer-term outcomes in individuals with TBI.
Collapse
Affiliation(s)
- Dana Waltzman
- Author Affiliations: Centers for Disease Control and Prevention (CDC), National Center for Injury Prevention and Control (NCIPC), Division of Injury Prevention, Atlanta, Georgia (Drs Waltzman, Miller, Xu, and Haarbauer-Krupa); and Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, Indiana (Dr Hammond)
| | | | | | | | | |
Collapse
|
10
|
Tran J, Byerly S, Nelson J, Lenart EK, Kerwin AJ, Filiberto DM. Race and Socio-Economic Status Impact Withdrawal of Treatment in Young Traumatic Brain Injury. J Pain Symptom Manage 2024; 68:499-505. [PMID: 39097244 DOI: 10.1016/j.jpainsymman.2024.07.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 07/17/2024] [Accepted: 07/26/2024] [Indexed: 08/05/2024]
Abstract
CONTEXT Withdrawal of life-sustaining therapies (WDLST) in young individuals with traumatic brain injury (TBI) is an overwhelming situation often made more stressful by socioeconomic factors that shape health outcomes. Identifying these factors is crucial to developing equitable and goal-concordant care for patients and families. OBJECTIVES We aimed to identify predictors of WDLST in young patients with 1-TBI. We hypothesized uninsured payment method, race, and co-morbid status are associated with WDLST. METHODS We queried the 2021 Trauma Quality Improvement Program database for patients <45 years with TBI. Patients with WDLST were compared to patients without WDLST. Multivariable logistic regression (MLR) was performed. RESULTS 61,115 patients were included, of whom 2,487 (4.1%) underwent WDLST. Patients in the WDLST cohort were older (29 vs 27, P<0.001), more likely to suffer from a penetrating mechanism (29% vs 11%, P<.0001), and have uninsured (22% vs 18%) or other payment method (5% vs 3%) when compared to the non-WDLST cohort. MLR identified age (AOR:1.019, 95% CI 1.014-1.024, P<.0001), non-Hispanic ethnicity (AOR:1.590, 95% CI 1.373-1.841, P<.0001), penetrating mechanism (AOR:3.075, 95% CI 2.727-3.467, P<.0001), systolic blood pressure (AOR: 0.992, 95% CI 0.990-0.993, P<0.0001), advanced directive (AOR:4.987, 95% CI 2.823-8.812, P<.0001), cirrhosis (AOR:3.854, 95% CI 2.641-5.625, P<.0001), disseminated cancer (AOR:6.595, 95% CI 2.370-18.357, P=0.0003), and interfacility transfer (AOR:1.457, 95% CI 1.295-1.640, P<0.0001) as factors associated with WDLST. Black patients were less likely to undergo WDLST when compared to white patients (AOR:0.687, 95% CI 0.603-0.782, P<.0001). CONCLUSION The decision for WDLST in young patients with severe TBI may be influenced by cultural and socioeconomic factors in addition to clinical considerations.
Collapse
Affiliation(s)
- Jessica Tran
- College of Medicine (T.J), University of Tennessee Health Science Center, 910 Madison Avenue, Memphis, Tennessee, USA.
| | - Saskya Byerly
- Division of Trauma and Surgical Critical Care (B.S., L.E.K., K.A.J., F.D.M.), Department of Surgery, University of Tennessee Health Science Center, 910 Madison Avenue, Memphis, Tennessee, USA
| | - Jeffrey Nelson
- Division of General Internal Medicine (N.J.), Department of Medicine, University of Tennessee Health Science Center, 910 Madison Avenue, Memphis, Tennessee, USA
| | - Emily K Lenart
- Division of Trauma and Surgical Critical Care (B.S., L.E.K., K.A.J., F.D.M.), Department of Surgery, University of Tennessee Health Science Center, 910 Madison Avenue, Memphis, Tennessee, USA
| | - Andrew J Kerwin
- Division of Trauma and Surgical Critical Care (B.S., L.E.K., K.A.J., F.D.M.), Department of Surgery, University of Tennessee Health Science Center, 910 Madison Avenue, Memphis, Tennessee, USA
| | - Dina M Filiberto
- Division of Trauma and Surgical Critical Care (B.S., L.E.K., K.A.J., F.D.M.), Department of Surgery, University of Tennessee Health Science Center, 910 Madison Avenue, Memphis, Tennessee, USA
| |
Collapse
|
11
|
White TM, Borrell LN, El-Mohandes A. A Review of the Public Health Literature Examining the Roles of Socioeconomic Status and Race/Ethnicity on Health Outcomes in the United States. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02195-7. [PMID: 39468002 DOI: 10.1007/s40615-024-02195-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 09/20/2024] [Accepted: 09/24/2024] [Indexed: 10/30/2024]
Abstract
This review of reviews examines the role of socioeconomic status (SES) indicators on health inequities among different racial and ethnic groups in the United States (US) between 2019 and 2023. Of the 419 articles, 27 reviews met the inclusion criteria and were aggregated into seven categories: COVID-19 and respiratory pandemic disparities; neighborhoods, gentrification, and food environment; surgical treatments; mental, psychological, and behavioral health; insurance, access to care, and policy impact; cancers; and other topics. The findings revealed a documented impact of SES indicators on racial/ethnic health inequities, with racial/ethnic minority communities, especially Black Americans, consistently showing poor health outcomes associated with lower SES, regardless of the outcome or indicator examined. These findings call attention to the importance of policies and practices that address socioeconomic factors and systemic racial/ethnic inequities affecting the social determinants of health affecting racial/ethnic inequities to improve health outcomes in the US population.
Collapse
Affiliation(s)
- Trenton M White
- Department of Epidemiology & Biostatistics, Graduate School of Public Health & Health Policy, The City University of New York (CUNY), 55 West 125th Street, 530, New York, NY, 10027, USA
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
| | - Luisa N Borrell
- Department of Epidemiology & Biostatistics, Graduate School of Public Health & Health Policy, The City University of New York (CUNY), 55 West 125th Street, 530, New York, NY, 10027, USA.
| | - Ayman El-Mohandes
- Department of Epidemiology & Biostatistics, Graduate School of Public Health & Health Policy, The City University of New York (CUNY), 55 West 125th Street, 530, New York, NY, 10027, USA
| |
Collapse
|
12
|
Glassman SJ. Medical-Legal Issues in Traumatic Brain Injury. Phys Med Rehabil Clin N Am 2024; 35:665-678. [PMID: 38945658 DOI: 10.1016/j.pmr.2024.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Traumatic Brain Injury (TBI) cases often involve both medical and legal issues, litigation and prolonged recovery timelines. As TBI cases are often complex, and can have a significant impact on the lives of the patients and their families/caregivers, having a comprehensive understanding of the causes, diagnoses, treatments and long term outcomes will be valuable in understanding the medical and legal aspects of this type of injury. Patients, families, and health care professionals will all benefit from a deeper understanding of the medical and legal aspects of TBI, which should help improve rehabilitation and recovery outcomes.
Collapse
Affiliation(s)
- Stuart J Glassman
- Department of Physical Medicine & Rehabilitation, VA Northern California Healthcare System; 10535 Hospital Way, Mather, CA 95655, USA; Department of Medicine, David Geffen School of Medicine at UCLA, 10833 Le Conte Avenue, Los Angeles, CA 90095, USA.
| |
Collapse
|
13
|
Omar S, Williams CC, Bugg LB, Colantonio A. "Somewhere along the line, your mask isn't going to be fitting right": institutional racism in Black narratives of traumatic brain injury rehabilitation across the practice continuum. BMC Health Serv Res 2024; 24:834. [PMID: 39049041 PMCID: PMC11270842 DOI: 10.1186/s12913-024-10986-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 04/11/2024] [Indexed: 07/27/2024] Open
Abstract
BACKGROUND Over two decades of research about traumatic brain injury (TBI) rehabilitation emphasized the persistence of racial health disparities in functional outcomes that disproportionately impact Black populations without naming or addressing racism as the root problem. Further, the experiences of Black people with TBI have yet to be documented and accounted for in scientific scholarship from the perspectives of Black persons in Canada. PURPOSE This study intended to examine the rehabilitation narratives of Black TBI survivors, family caregivers, and rehabilitation providers and use critical race theory as a conceptual framework to understand how anti-Black racism manifests in those experiences. METHODS Through critical narrative inquiry informed by a critical constructivist paradigm and a critical race theory lens, in-depth narrative interviewing were conducted with seven survivors, three family caregivers, and four rehabilitation providers. Data were analyzed using reflexive thematic analysis within and across groups of participants to conceptualize themes and sub-themes. FINDINGS Themes captured how racism becomes institutionalized in TBI rehabilitation: (1) the institutional construction of deficient Black bodies, (2) the institutional construction of rehabilitation access, (3) the institutional investment in resisting and approximating whiteness in rehabilitation practice, and (4) the institutional construction of deficient Black futures. CONCLUSION Study findings point to the dire need to ensure rehabilitation programs, services, and the delivery of care are not determined based on inequitable practices, racial biases and assumptions about Black people, which determine who deserves to get into rehabilitation and have opportunities to be supported in working towards living a full and meaningful life.
Collapse
Affiliation(s)
- Samira Omar
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada.
| | - Charmaine C Williams
- Factor-Inwentash Faculty of Social Work, University of Toronto, Toronto, Ontario, Canada
| | - Laura B Bugg
- Global and Community Health, University of California Santa Cruz, Santa Cruz, CA, USA
| | - Angela Colantonio
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
- Department of Occupational Science & Occupational Therapy, University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
14
|
Zhang X, Ma L, Liu X, Cui N, Guo B, Zhang L. Association between health insurance programs and rehabilitation services utilisation among people with disabilities: evidence from China. Public Health 2024; 232:201-207. [PMID: 38815542 DOI: 10.1016/j.puhe.2024.04.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 04/04/2024] [Accepted: 04/16/2024] [Indexed: 06/01/2024]
Abstract
OBJECTIVES Rehabilitation is crucial to improve the health status of people with disabilities. Previous studies mainly analysed the impact of health insurance on utilisation of general health services; the relationship between health insurances and rehabilitation services utilisation among Chinese people with disabilities has been long neglected. This study aimed to analyse the association between health insurance programs and rehabilitation services utilisation among disabled people. STUDY DESIGN This was a cross-sectional study. METHODS The data used in this study were derived from 2021 National Household Income Survey of Disabled People and National Basic Database of People with Disabilities conducted by China Disabled Persons' Federation. Logistic regression model was used to analyse the relationship between health insurance and rehabilitation services utilisation, and the propensity score matching method was used to check the robustness of the results. RESULTS (1) Disabled people insured by the Basic Medical Insurance System for Urban Employees (BMISUE) and the Basic Medical Insurance System for Urban and Rural Residents (BMISURR) were positively associated with rehabilitation service utilisation (odds ratio [OR] = 1.852, 95% confidence interval [CI]:1.268, 2.707; OR = 1.375, 95% CI: 0.962, 1.966). (2) The utilisation level of rehabilitation service among disabled people insured by BMISUE was significantly higher than those insured by BMISURR (OR = 1.355, 95% CI: 1.161, 1.581). (3) The supply of rehabilitation services at the community level was positively correlated with the utilisation by people with disabilities. CONCLUSION Health insurance can improve the financial accessibility of using rehabilitation services, and the utilisation level will increase as the benefits level of health insurance increase.
Collapse
Affiliation(s)
- X Zhang
- Institute of Population Research, Peking University, Beijing, 100871, China; The Oxford Institute of Population Ageing, University of Oxford, OX2 6PR, UK.
| | - L Ma
- Institute of Population Research, Peking University, Beijing, 100871, China.
| | - X Liu
- Institute of Population Research, Peking University, Beijing, 100871, China.
| | - N Cui
- Institute of Population Research, Peking University, Beijing, 100871, China.
| | - B Guo
- Institute of Population Research, Peking University, Beijing, 100871, China.
| | - L Zhang
- Institute of Population Research, Peking University, Beijing, 100871, China.
| |
Collapse
|
15
|
Jo H, Byun J, Park WB, Yoon WK, Kim JH, Kwon TH, Kwon WK. Factors influencing discharge against medical advice (DAMA) in traumatic brain injury patients requiring decompressive surgery: a comprehensive analysis. Neurosurg Rev 2024; 47:259. [PMID: 38844722 DOI: 10.1007/s10143-024-02499-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 05/20/2024] [Accepted: 06/04/2024] [Indexed: 03/05/2025]
Abstract
raumatic brain injury (TBI) is a significant global health concern, particularly affecting young individuals, and is a leading cause of mortality and morbidity worldwide. Despite improvements in treatment infrastructure, many TBI patients choose discharge against medical advice (DAMA), often declining necessary surgical interventions. We aimed to investigate the factors that can be associated with DAMA in TBI patients that were recommended to have surgical treatment. This study was conducted at single tertiary university center (2008-2018), by retrospectively reviewing 1510 TBI patients whom visited the emergency room. We analyzed 219 TBI surgical candidates, including 50 declining surgery (refused group) and the others whom agreed and underwent decompressive surgery. Retrospective analysis covered demographic characteristics, medical history, insurance types, laboratory results, CT scan findings, and GCS scores. Statistical analyses identified factors influencing DAMA. Among surgical candidates, 169 underwent surgery, while 50 declined. Age (60.8 ± 17.5 vs. 70.5 ± 13.8 years; p < 0.001), use of anticoagulating medication (p = 0.015), and initial GCS scores (9.0 ± 4.3 vs. 5.3 ± 3.2; p < 0.001) appeared to be associated with refusal of decompressive surgery. Based on our analysis, factors influencing DAMA for decompressive surgery included age, anticoagulant use, and initial GCS scores. Contrary to general expectations and some previous studies, our analysis revealed that the patients' medical conditions had a larger impact than socioeconomic status under the Korean insurance system, which fully covers treatment for TBI. This finding provides new insights into the factors affecting DAMA and could be valuable for future administrative plans involving national insurance.
Collapse
Affiliation(s)
- Hyunjun Jo
- Department of Neurosurgery, Korea University Guro Hospital, Korea University College of Medicine, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Korea
| | - Joonho Byun
- Department of Neurosurgery, Korea University Guro Hospital, Korea University College of Medicine, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Korea
| | - Woong-Bae Park
- Department of Neurosurgery, Ewha Womans University Seoul Hospital, Seoul, Korea
| | - Won-Ki Yoon
- Department of Neurosurgery, Korea University Guro Hospital, Korea University College of Medicine, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Korea
| | - Jong Hyun Kim
- Department of Neurosurgery, Korea University Guro Hospital, Korea University College of Medicine, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Korea
| | - Taek Hyun Kwon
- Department of Neurosurgery, Korea University Guro Hospital, Korea University College of Medicine, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Korea
| | - Woo-Keun Kwon
- Department of Neurosurgery, Korea University Guro Hospital, Korea University College of Medicine, 148, Gurodong-ro, Guro-gu, Seoul, 08308, Korea.
| |
Collapse
|
16
|
Juengst SB, Agtarap S, Venkatesan UM, Erler KS, Evans E, Sander AM, Klyce D, O'Neil Pirozzi TM, Rabinowitz AR, Kazis LE, Giacino JT, Kumar RG, Bushnik T, Whiteneck GG. Developing multidimensional participation profiles after traumatic brain injury: a TBI model systems study. Disabil Rehabil 2024; 46:2385-2395. [PMID: 37296112 DOI: 10.1080/09638288.2023.2221900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 03/08/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023]
Abstract
Purpose. To characterize societal participation profiles after moderate-severe traumatic brain injury (TBI) along objective (Frequency) and subjective (Satisfaction, Importance, Enfranchisement) dimensions.Materials and Methods. We conducted secondary analyses of a TBI Model Systems sub-study (N = 408). Multiaxial assessment of participation included the Participation Assessment with Recombined Tools-Objective and -Subjective questionnaires (Participation Frequency and Importance/Satisfaction, respectively) and the Enfranchisement Scale. Participants provided responses via telephone interview 1-15 years post-injury. Multidimensional participation profiles (classes) were extracted using latent profile analysis.Results. A 4-class solution was identified as providing maximal statistical separation between profiles and being clinically meaningful based on profile demographic features. One profile group (48.5% of the sample) exhibited the "best" participation profile (High Frequency, Satisfaction, Importance, and Enfranchisement) and was also the most advantaged according to socioeconomic indicators. Other profile groups showed appreciable heterogeneity across participation dimensions. Age, race/ethnicity, education level, ability to drive, and urbanicity were features that varied between profiles.Conclusions. Societal participation is a critical, but inherently complex, TBI outcome that may not be adequately captured by a single index. Our data underscore the importance of a multidimensional approach to participation assessment and interpretation using profiles. The use of participation profiles may promote precision health interventions for community integration.Implications for RehabilitationOur study found unidimensional measures of societal participation in traumatic brain injury (TBI) populations that focus exclusively on frequency indicators may be overly simplistic and miss key subjective components of participationTaking a multidimensional perspective, we documented four meaningfully distinct participation subgroups (including both objective and subjective dimensions of societal participation) within the TBI rehabilitation populationMultidimensional profiles of participation may be used to group individuals with TBI into target groups for intervention (e.g., deeper goal assessment for individuals who do not rate standard participation activities as important, but also do not participate and do not feel enfranchised).
Collapse
Affiliation(s)
- Shannon B Juengst
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, TX, USA
- Department of Physical Medicine & Rehabilitation, UT Houston Health Sciences Center, Houston, TX, USA
| | | | - Umesh M Venkatesan
- Moss Rehabilitation Research Institute, Elkins Park, PA, USA
- Department of Physical Medicine & Rehabilitation, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Kimberly S Erler
- Department of Occupational Therapy, MGH Institute of Health Professions, Boston, MA, USA
| | - Emily Evans
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA
| | - Angelle M Sander
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, TX, USA
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
| | - Daniel Klyce
- Central VA Veterans Affairs Health Care System, Richmond, VA, USA
- Virginia Commonwealth University Health System, Richmond, VA, USA
- Sheltering Arms Institute, Richmond, VA, USA
| | - Therese M O'Neil Pirozzi
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA
- Department of Communication Sciences and Disorders, Northeastern University, Boston, MA, USA
| | - Amanda R Rabinowitz
- Moss Rehabilitation Research Institute, Elkins Park, PA, USA
- Department of Physical Medicine & Rehabilitation, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Lewis E Kazis
- Rehabilitation Outcomes Center (ROC), Spaulding Hospital, Charlestown, MA, USA
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
- Harvard Medical school Boston, MA, USA
| | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, Boston, MA, USA
| | - Raj G Kumar
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, NY, NY, USA
| | - Tamara Bushnik
- Rusk Rehabilitation, NYU Langone Health, New York, NY, USA
| | | |
Collapse
|
17
|
Kaurani P, Moreira de Marchi Apolaro AV, Kunchala K, Maini S, Rges HAF, Isaac A, Lakkimsetti M, Raake M, Nazir Z. Advances in Neurorehabilitation: Strategies and Outcomes for Traumatic Brain Injury Recovery. Cureus 2024; 16:e62242. [PMID: 39006616 PMCID: PMC11244718 DOI: 10.7759/cureus.62242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/12/2024] [Indexed: 07/16/2024] Open
Abstract
Traumatic brain injury (TBI) consists of an external physical force that causes brain function impairment or pathology and globally affects 50 million people each year, with a cost of 400 billion US dollars. Clinical presentation of TBI can occur in many forms, and patients usually require prolonged hospital care and lifelong rehabilitation, which leads to an impact on the quality of life. For this narrative review, no particular method was used to extract data. With the aid of health descriptors and Medical Subject Heading (MeSH) terms, a search was thoroughly conducted in databases such as PubMed and Google Scholar. After the application of exclusion and inclusion criteria, a total of 146 articles were effectively used for this review. Results indicate that rehabilitation after TBI happens through neuroplasticity, which combines neural regeneration and functional reorganization. The role of technology, including artificial intelligence, virtual reality, robotics, computer interface, and neuromodulation, is to impact rehabilitation and life quality improvement significantly. Pharmacological intervention, however, did not result in any benefit when compared to standard care and still needs further research. It is possible to conclude that, given the high and diverse degree of disability associated with TBI, rehabilitation interventions should be precocious and tailored according to the individual's needs in order to achieve the best possible results. An interdisciplinary patient-centered care health team and well-oriented family members should be involved in every stage. Lastly, strategies must be adequate, well-planned, and communicated to patients and caregivers to attain higher functional outcomes.
Collapse
Affiliation(s)
- Purvi Kaurani
- Neurology, DY Patil University School of Medicine, Navi Mumbai , IND
| | | | - Keerthi Kunchala
- Internal Medicine, Sri Venkateswara Medical College, Tirupati, IND
| | - Shriya Maini
- Medicine and Surgery, Dayanand Medical College and Hospital, Ludhiana, IND
| | - Huda A F Rges
- Mental Health, National Authority for Mental Health and Psychosocial Support, Benghazi, LBY
| | - Ashley Isaac
- General Medicine, Isra University Hospital, Hyderabad, PAK
| | | | | | - Zahra Nazir
- Internal Medicine, Combined Military Hospital, Quetta, PAK
| |
Collapse
|
18
|
Hou Y, Zhou A, Brooks L, Reid D, Turkstra L, MacDonald S. Rehabilitation access for individuals with cognitive-communication challenges after traumatic brain injury: A co-design study with persons with lived experience. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2024; 59:648-664. [PMID: 37189286 DOI: 10.1111/1460-6984.12895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 04/21/2023] [Indexed: 05/17/2023]
Abstract
BACKGROUND Adults with traumatic brain injuries (TBI) frequently experience cognitive, emotional, physical and communication deficits that require long-term rehabilitation and community support. Although access to rehabilitation services is linked to positive outcomes, there can be barriers to accessing community rehabilitation related to system navigation, referral processes, funding, resource allocation and communications required to ensure access. AIMS This study aimed to identify barriers to accessing insurer funding for rehabilitation and healthcare services, for adults with TBI injured in motor vehicle collisions (MVCs). METHODS We used a co-design approach to collaborate with persons with lived experience to design a survey of adults who sustained a TBI in an MVC. The survey examined access to insurer funding for rehabilitation services and was disseminated through brain injury networks in Ontario, Canada. RESULTS Respondents (n = 148) identified multiple barriers to accessing rehabilitation services through insurer funding, including delays of more than 2 years (49%), mandatory duplicative assessments (64%) and invasion of privacy (55%). Speech-language therapy and neuropsychological services were denied most frequently. Negative experiences included insurers' poor understanding of TBI symptoms, denials of services despite medical evidence demonstrating need and unsupportive insurer interactions. Although 70% of respondents reported cognitive-communication difficulties, accommodations were rarely provided. Respondents identified supports that would improve insurer and healthcare communications and rehabilitation access. CONCLUSION & IMPLICATIONS The insurance claims process had many barriers for adults with TBI, limiting their access to rehabilitation services. Barriers were exacerbated by communication deficits. These findings indicate a role for Speech-language therapists in education, advocacy and communication supports during the insurance process specifically as well as rehabilitation access processes in general. WHAT THIS PAPER ADDS What is already known on this subject There is extensive documentation of the long-term rehabilitation needs of individuals with traumatic brain injury (TBI) and their challenges in accessing rehabilitation services over the long term. It is also well known that many individuals with TBI have cognitive and communication deficits that affect their interactions in the community, including with healthcare providers, and that SLTs can train communication partners to provide communication supports to individuals with TBI in these communication contexts. What this study adds This study adds important information about barriers to accessing rehabilitation, including barriers to accessing SLT services in the community. We asked individuals with TBI about challenges to accessing auto insurance funding for private community services, and their responses illustrate the broader challenges individuals with TBI face in communicating their deficits, conveying service needs, educating and convincing service administrators and self-advocating. The results also highlight the critical role that communication plays in healthcare access interactions, from completing forms to reviewing reports and funding decisions, to managing telephone calls, writing emails and explaining to assessors. What are the clinical implications of this work? This study shows the lived experience of individuals with TBI in overcoming barriers to accessing community rehabilitation. The results show that best practices in intervention should include evaluating rehabilitation access, which is a critical step in patient-centred care. Evaluation of rehabilitation access includes evaluating referral and navigation, resource allocation and healthcare communications, and ensuring accountability at each step, regardless of model of service delivery or funding source. Finally, these findings show the critical role of speech-language therapists in educating, advocating and supporting communications with funding sources, administrators and other healthcare providers.
Collapse
Affiliation(s)
- Yvette Hou
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Aileen Zhou
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Laura Brooks
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Daniella Reid
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Lyn Turkstra
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Sheila MacDonald
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
- Sheila MacDonald & Associates, Guelph, Ontario, Canada
- Department of Speech-Language Pathology, University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
19
|
McCormick S, Jarvis JM, Terhorst L, Richardson A, Kaseman L, Kesbhat A, Yepuri Y, Beyene E, VonVille H, Bendixen R, Treble-Barna A. Patient-report and caregiver-report measures of rehabilitation service use following acquired brain injury: a systematic review. BMJ Open 2024; 14:e076537. [PMID: 38382949 PMCID: PMC10882343 DOI: 10.1136/bmjopen-2023-076537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 01/17/2024] [Indexed: 02/23/2024] Open
Abstract
OBJECTIVE To review patient-report/caregiver-report measures of rehabilitation service use following acquired brain injury (ABI). DATA SOURCES Medline, APA PsycINFO, Embase and CINAHL were searched on November 2021 and November 2022. Authors were contacted if measures were not included in manuscripts/appendices. STUDY SELECTION Included articles were empirical research or a research protocol, available in English and described measures of patient report/caregiver report of rehabilitation service use post-ABI via quantitative or qualitative methods. Two reviewers independently screened 5290 records using DistillerSR. Discrepancies were resolved by team adjudication. DATA EXTRACTION Data extraction was piloted with high levels of agreement (k=.94). Data were extracted by a single member with team meetings to seek guidance as needed. Data included administration characteristics (reporter, mode of administration, recall period), psychometric evidence and dimensions assessed (types of services, setting, frequency, duration, intensity, qualitative aspects). DATA SYNTHESIS One hundred and fifty-two measures were identified from 85 quantitative, 56 qualitative and 3 psychometric studies. Psychometric properties were reported for four measures, all of which focused on satisfaction. Most measures inquired about the type of rehabilitation services used, with more than half assessing functional (eg, physical therapy) and behavioural health rehabilitation services, but fewer than half assessing community and academic reintegration (eg, special education, vocational rehabilitation) or cognitive (eg, neuropsychology) services. Fewer than half assessed qualitative aspects (eg, satisfaction). Recall periods ranged from 1 month to 'since the ABI event' or focused on current use. Of measures that could be accessed (n=71), many included a limited checklist of types of services used. Very few measures assessed setting, frequency, intensity or duration. CONCLUSIONS Despite widespread interest, the vast majority of measures have not been validated and are limited in scope. Use of gold-standard psychometric methods to develop and validate a comprehensive patient-report/caregiver-report measure of rehabilitation service use would have wide-ranging implications for improving rehabilitation research in ABI.
Collapse
Affiliation(s)
- Sophie McCormick
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jessica M Jarvis
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lauren Terhorst
- Department of Occupational Therapy, SHRS Data Center, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amanda Richardson
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Lauren Kaseman
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Aboli Kesbhat
- College of Medicine, Drexel University, Philadelphia, Pennsylvania, USA
| | - Yamini Yepuri
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Elizabeth Beyene
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Helena VonVille
- Health Sciences Library System, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Roxanna Bendixen
- Division of Occupational Therapy, College of Health Professions, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Amery Treble-Barna
- Department of Physical Medicine & Rehabilitation, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
20
|
Zulbayar S, Mollayeva T, Colantonio A, Chan V, Escobar M. Integrating unsupervised and supervised learning techniques to predict traumatic brain injury: A population-based study. INTELLIGENCE-BASED MEDICINE 2023; 8:100118. [PMID: 38222038 PMCID: PMC10785655 DOI: 10.1016/j.ibmed.2023.100118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/16/2024]
Abstract
This work aimed to identify pre-existing health conditions of patients with traumatic brain injury (TBI) and develop predictive models for the first TBI event and its external causes by employing a combination of unsupervised and supervised learning algorithms. We acquired up to five years of pre-injury diagnoses for 488,107 patients with TBI and 488,107 matched control patients who entered the emergency department or acute care hospitals between April 1st, 2002, and March 31st, 2020. Diagnoses were obtained from the Ontario Health Insurance Plan (OHIP) database which contains province-wide claims data by physicians in Ontario, Canada for inpatient and outpatient services. A screening process was conducted on the OHIP diagnostic codes to limit the subsequent analysis to codes that were predictive of TBI, which concluded that 314 codes were significantly associated with TBI. The Latent Dirichlet Allocation (LDA) model was applied to the diagnostic codes and generated an optimal number of 19 topics that concur with published literature but also suggest other unexplored areas. Estimated word-topic probabilities from the LDA model helped us detect pre-morbid conditions among patients with TBI by uncovering the underlying patterns of diagnoses, meanwhile estimated document-topic probabilities were utilized in variable creation as form of a dimension reduction. We created 19 topic scores for each patient in the cohort which were utilized along with socio-demographic factors for Random Forest binary classifier models. Test set performances evaluated using area under the receiver operating characteristic curve (AUC) were: TBI event (AUC = 0.85), external cause of injury: falls (AUC = 0.85), struck by/against (AUC = 0.83), cyclist collision (AUC = 0.76), motor vehicle collision (AUC = 0.83). Our analysis successfully demonstrated the feasibility of using machine learning to predict TBI due to various external causes and identified the most important factors that contribute to this prediction.
Collapse
Affiliation(s)
- Suvd Zulbayar
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
- Institute of Health and Policy, Management and Evaluation, University of Toronto, M5T 3M6, Canada
| | - Tatyana Mollayeva
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada
- Acquired Brain Injury Research Lab, Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON M5G 1V7, Canada
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON M5G 2A2, Canada
| | - Angela Colantonio
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada
- Acquired Brain Injury Research Lab, Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON M5G 1V7, Canada
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON M5G 2A2, Canada
- Institute of Health and Policy, Management and Evaluation, University of Toronto, M5T 3M6, Canada
- ICES, Toronto, ON, M4N 3M5, Canada
| | - Vincy Chan
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada
- Acquired Brain Injury Research Lab, Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, ON M5G 1V7, Canada
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Toronto, ON M5G 2A2, Canada
- Institute of Health and Policy, Management and Evaluation, University of Toronto, M5T 3M6, Canada
| | - Michael Escobar
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
| |
Collapse
|
21
|
Johnson KT, You H, Kandel M, Oyesanya TO. How Subjective and Objective Factors in Research and Practice May Perpetuate Health Disparities Among Patients With Traumatic Brain Injury. Am J Phys Med Rehabil 2023; 102:923-925. [PMID: 37205611 PMCID: PMC10524542 DOI: 10.1097/phm.0000000000002271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
ABSTRACT Research shows disparities exist in traumatic brain injury (TBI)-related outcomes and are associated with objective and subjective factors. Objective factors (e.g., age, sex, race/ethnicity, health insurance status, and socioeconomic status) are defined as variables that are frequently measured, not easily modifiable, and not easily influenced by individual perceptions, opinions, or experiences. Conversely, subjective factors (e.g., personal health literacy, cultural competence, patient/family-clinician communication, implicit bias, and trust) are defined as variables that may be less frequently measured, more easily modifiable, and more easily influenced by individual perceptions, opinions, or experiences. The purpose of this analysis and perspective is to provide recommendations for further examination of subjective factors within TBI research and practice, with the overarching goal of reducing TBI-related disparities. Establishing reliable and valid measures of subjective factors is recommended to allow for further examination of the influence of both objective factors and subjective factors in the TBI population. Providers and researchers must also engage in education and training to recognize their biases and how bias influences decision making. The influence of subjective factors in practice and research must also be considered to ensure that knowledge needed to advance health equity is generated and disparities in outcomes for patients with TBI are reduced.
Collapse
Affiliation(s)
- Karen T. Johnson
- Duke University Health System, Department of Physical and Occupational Therapy
| | | | - Melissa Kandel
- Duke University Health System, Department of Physical and Occupational Therapy
| | | |
Collapse
|
22
|
Gervasio KA, Camarena J, Hampton J, Chopra N, Kalosza B, Shumate L, Wu AY. Demographic and socioeconomic disparities in receipt of ophthalmology consultation for facial trauma. BMJ Open Ophthalmol 2023; 8:e001259. [PMID: 37797981 PMCID: PMC10551933 DOI: 10.1136/bmjophth-2023-001259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 09/11/2023] [Indexed: 10/07/2023] Open
Abstract
OBJECTIVE Functional outcomes following facial and ocular trauma are time-sensitive and require prompt evaluation to minimise long-term vision loss, yet few studies have systematically evaluated disparities in the management of these cases. This study investigates whether a patient's race/ethnicity, primary language, insurance status, gender or age affects receipt of ophthalmology consultation for facial trauma. METHODS AND ANALYSIS This study was a retrospective cohort analysis of patients from the Elmhurst City Hospital Trauma Registry in Queens, New York who were seen for facial trauma including open globe injuries and orbital fractures between January 2014 and May 2016. RESULTS Of the 264 patients included, 43% reported as Hispanic, 23% white, 11% Asian, 8% black and 15% other/unknown. After controlling for confounding variables by multivariable logistic regression, neither race/ethnicity, gender, nor primary language were significantly associated with the likelihood of receiving an ophthalmology consult. However, patients with private insurance had 2.57 times greater odds of receiving an ophthalmology consultation than those with Medicaid or state corrections insurance (95% CI 1.37 to 4.95). As age increased, the likelihood of receiving an ophthalmology consultation decreased (p=0.009); patients 60 years of age and older had one-third the odds of ophthalmology consultation as younger patients (OR 0.33; 95% CI 0.16 to 0.68). CONCLUSIONS This study highlights that lack of ophthalmology consultation in patients with facial trauma is linked to age and underinsurance. Extra attention must be paid during primary assessments to ensure elderly patients and those with public insurance have equitable access to timely and appropriate care for facial trauma.
Collapse
Affiliation(s)
- Kalla A Gervasio
- Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Ophthalmology & Visual Sciences, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Joab Camarena
- Stanford University School of Medicine, Stanford, California, USA
| | - Jessica Hampton
- Stanford University School of Medicine, Stanford, California, USA
| | - Nitin Chopra
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Trauma Research, Emergency Department, Elmhurst Hospital Center, Elmhurst, Queens, New York, USA
| | - Brittany Kalosza
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lauren Shumate
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Trauma Research, Emergency Department, Elmhurst Hospital Center, Elmhurst, Queens, New York, USA
| | - Albert Y Wu
- Department of Ophthalmology, Stanford University School of Medicine, Palo Alto, California, USA
| |
Collapse
|
23
|
Yue JK, Krishnan N, Chyall L, Vega P, Hamidi S, Etemad LL, Tracey JX, Tarapore PE, Huang MC, Manley GT, DiGiorgio AM. Socioeconomic and clinical factors associated with prolonged hospital length of stay after traumatic brain injury. Injury 2023; 54:110815. [PMID: 37268533 DOI: 10.1016/j.injury.2023.05.046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 04/21/2023] [Accepted: 05/10/2023] [Indexed: 06/04/2023]
Abstract
BACKGROUND Hospital length of stay (HLOS) after traumatic brain injury (TBI) is a metric of injury severity, resource utilization, and access to services. This study aimed to evaluate socioeconomic and clinical factors associated with prolonged HLOS after TBI. METHODS Retrospective data from adult hospitalized patients diagnosed with acute TBI at a US Level 1 trauma center between August 1, 2019 - April 1, 2022 were extracted from the electronic health record. HLOS was stratified by Tier (1: 1-74th percentile; 2: 75-84th; 3: 85-94th; 4: 95-99th). Demographic, socioeconomic, injury severity, and level-of-care factors were compared by HLOS. Multivariable logistic regressions evaluated associations between socioeconomic and clinical variables and prolonged HLOS, using multivariable odds ratios (mOR) and [95% confidence intervals]. Estimated daily charges were calculated for a subset of medically-stable inpatients awaiting placement. Statistical significance was assessed at p < 0.05. RESULTS In 1443 patients, median HLOS was 4 days (interquartile range 2-8; range 0-145). HLOS Tiers were 0-7, 8-13, 14-27, and ≥28 days (Tiers 1-4, respectively). Patients with Tier 4 HLOS differed significantly from others, with increased Medicaid insurance (53.4% vs. 30.3-33.1%, p = 0.003), severe TBI (Glasgow Coma Scale 3-8: 38.4% vs. 8.7-18.2%, p < 0.001), younger age (mean 52.3-years vs. 61.1-63.7-years, p = 0.003), low socioeconomic status (53.4% vs. 32.0-33.9%, p = 0.003), and need for post-acute care (60.3% vs. 11.2-39.7%, p < 0.001). Independent factors associated with prolonged (Tier 4) HLOS were Medicaid (mOR = 1.99 [1.08-3.68], vs. Medicare/commercial), moderate and severe TBI (mOR = 3.48 [1.61-7.56]; mOR = 4.43 [2.18-8.99], respectively, vs. mild TBI), and need for post-acute placement (mOR = 10.68 [5.74-19.89], while age was protective (per-year mOR = 0.98 [0.97-0.99]). Estimated daily charges for a medically-stable inpatient was $17126. CONCLUSIONS Medicaid insurance, moderate/severe TBI, and need for post-acute care were independently associated with prolonged HLOS ≥28 days. Medically-stable inpatients awaiting placement accrue immense daily healthcare costs. At-risk patients should be identified early, receive care transitions resources, and be prioritized for discharge coordination pathways.
Collapse
Affiliation(s)
- John K Yue
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America.
| | - Nishanth Krishnan
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Lawrence Chyall
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Paloma Vega
- Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Sabah Hamidi
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Leila L Etemad
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Joye X Tracey
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Phiroz E Tarapore
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Michael C Huang
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Geoffrey T Manley
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America
| | - Anthony M DiGiorgio
- Department of Neurological Surgery, University of California San Francisco, San Francisco, California, United States of America; Brain and Spinal Injury Center, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, United States of America; Institute for Health Policy Studies, University of California San Francisco, San Francisco, California, United States of America
| |
Collapse
|
24
|
Brett BL, Temkin N, Barber JK, Okonkwo DO, Stein M, Bodien YG, Corrigan J, Diaz-Arrastia R, Giacino JT, McCrea MA, Manley GT, Nelson LD. Long-term Multidomain Patterns of Change After Traumatic Brain Injury: A TRACK-TBI LONG Study. Neurology 2023; 101:e740-e753. [PMID: 37344231 PMCID: PMC10437015 DOI: 10.1212/wnl.0000000000207501] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 04/21/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Traumatic brain injury (TBI) may be a chronic condition carrying risk of future sequelae; few prospective studies examine long-term postinjury outcomes. We examined the prevalence of functional, cognitive, and psychiatric change outcomes from 1 to 7 years postinjury. METHODS Transforming Research and Clinical Knowledge in TBI LONG (TRACK-TBI LONG) participants were prospectively enrolled within 24 hours of injury and followed up to 1 year postinjury; a subset participated in long-term follow-up from 2 to 7 years postinjury. Reliable change thresholds for the Brief Test of Adult Cognition by Telephone General Composite (cognition) and Brief Symptom Inventory (BSI)-18 (psychiatric) were derived from orthopedic trauma controls (OTCs). Multiple assessments were completed (postinjury baseline assessment and 2 or 3 visits 2-7 years postinjury) within a sample subset. Change was assessed for functional outcome (Glasgow Outcome Scale-Extended [GOSE]) and self-report/informant report of decline. Prevalence ratios for outcomes classified as stable, improved, and declined were reported individually and collectively. The Fisher exact test and log-binomial regression models examined factors associated with decline and improvement. RESULTS Of the sample (N = 1,264; mild TBI [mTBI], Glasgow Coma Scale [GCS] 13-15, n = 917; moderate-to-severe TBI [msTBI], GCS 3-12, n = 193; or OTC n = 154), "stable" was the most prevalent outcome. Functional outcome showed the highest rates of decline, regardless of TBI severity (mild = 29%; moderate/severe = 23%). When measures were collectively considered, rates of decline included mTBI (21%), msTBI (26%), and OTC (15%). Age and preinjury employment status were associated with functional decline (per 10 years; relative risk [RR] 1.16, 95% CI 1.07-1.25, p < 0.001; higher in retired/disabled/not working vs full-time/part-time; RR 1.81, 95% CI 1.33-2.45, respectively) in the mTBI group. Improvement in functional recovery 2-7 years postinjury was associated with higher BSI scores (per 5 points; RR 1.11, 95% CI 1.04-1.18, p = 0.002) and GOSE score of 5-7 (GOSE = 8 as reference; RR 2.64, 95% CI 1.75-3.97, p < 0.001). Higher BSI scores and identifying as Black (RR 2.28, 95% CI 1.59-3.25, p < 0.001) were associated with a greater likelihood of improved psychiatric symptoms in mTBI (RR 1.21, 95% CI 1.14-1.29, p < 0.001). A greater likelihood of cognitive improvement was observed among those with higher educational attainment in msTBI (per 4 years; RR 2.61, 95% CI 1.43-4.79, p = 0.002). DISCUSSION Function across domains at 1-year postinjury, a common recovery benchmark, undergoes change across the subsequent 6 years. Results support consideration of TBI as a chronic evolving condition and suggest continued monitoring, rehabilitation, and support is required to optimize long-term independence and quality of life.
Collapse
Affiliation(s)
- Benjamin L Brett
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.).
| | - Nancy Temkin
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Jason K Barber
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - David O Okonkwo
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Murray Stein
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Yelena G Bodien
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - John Corrigan
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Ramon Diaz-Arrastia
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Joseph T Giacino
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Michael A McCrea
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Geoffrey T Manley
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| | - Lindsay D Nelson
- From the Medical College of Wisconsin (B.L.B., M.A.M., L.D.N.), Milwaukee; University of Washington (N.T., J.K.B.), Seattle; University of Pittsburgh Medical Center (D.O.O.), PA; University of California San Diego (M.S.), La Jolla; Massachusetts General Hospital and Harvard Medical School (Y.G.B., J.T.G.), Boston; The Ohio State University Wexner Medical Center (J.C.), Columbus; University of Pennsylvania (R.D.-A.), Philadelphia; and University of California, San Francisco (G.T.M.)
| |
Collapse
|
25
|
Naugle KM, Nguyen T, Smith JA, Saxe J, White FA. Racial Differences in Head Pain and Other Pain-Related Outcomes After Mild Traumatic Brain Injury. J Neurotrauma 2023; 40:1671-1683. [PMID: 36565020 PMCID: PMC10494907 DOI: 10.1089/neu.2022.0415] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Recent research suggests that mild traumatic brain injury (TBI) may exert deleterious effects on endogenous pain modulatory function, potentially underlying the elevated risk for persistent headaches following injury. Accumulating research also shows race differences in clinical and experimental pain, with African Americans (AA) generally reporting more severe pain, worse pain modulation, and greater pain sensitivity compared with Caucasians. However, race differences in pain-related outcomes following mild TBI have rarely been studied. The purpose of this study was to explore race differences in endogenous pain modulation, pain sensitivity, headache pain, and psychological factors among AA and Caucasian individuals with mild TBI in the first month following injury compared with healthy controls and across time. Patients with mild TBI were recruited from local emergency department trauma centers. Sixty-three participants with mild TBI (AAs: n = 23, Caucasians: n = 40) enrolled in this study and completed study sessions at 1-2 weeks and 1-month post-injury. Forty-one mild-TBI-free control participants (AAs: n = 11, Caucasians: n = 30), matched on age and sex, completed one study session. Assessments included a Headache Survey, Pain Catastrophizing Scale, Center for Epidemiological Studies-Depression Scale (CES-D), and quantitative sensory testing (QST) to measure endogenous pain modulatory function. QST included conditioned pain modulation (CPM) to measure endogenous pain inhibitory function and temporal summation (TS) of pain and pressure pain thresholds (PPTs) of the head to measure pain sensitization and sensitivity. Two-way analysis of variance (ANOVA) was used to determine whether the outcome measures differed as a function of race, mild TBI, and time. Mediation analysis was used to explore potential mediators for the race differences in headache pain intensity. The results showed that AA participants with mild TBI reported significantly greater headache pain and pain catastrophizing and exhibited higher pain sensitivity and worse pain modulation on QST compared with Caucasian participants with mild TBI. These same race differences were not observed among the healthy TBI-free control sample. The mediation analyses showed complete mediation for the relation between race and headache pain intensity by pain catastrophizing at 1-2 weeks and 1-month post-injury. Overall, the results of this study suggest that AAs compared with Caucasians are characterized by psychological and pain modulatory profiles following mild TBI that could increase the risk for the development of intense and persistent headaches following injury.
Collapse
Affiliation(s)
- Kelly M. Naugle
- Department of Kinesiology, School of Health and Human Sciences, Indiana University Purdue University Indianapolis, Indianapolis, USA
| | - Tyler Nguyen
- Department of Anesthesia, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jared A. Smith
- Medical Scientist Training Program, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jonathan Saxe
- Trauma Department, Ascension St. Vincent Indianapolis Hospital, Indianapolis, Indiana, USA
| | - Fletcher A. White
- Department of Anesthesia, Indiana University School of Medicine, Indianapolis, Indiana, USA
| |
Collapse
|
26
|
Omar S, Nixon S, Colantonio A. Integrated Care Pathways for Black Persons With Traumatic Brain Injury: A Critical Transdisciplinary Scoping Review of the Clinical Care Journey. TRAUMA, VIOLENCE & ABUSE 2023; 24:1254-1281. [PMID: 34915772 PMCID: PMC11967103 DOI: 10.1177/15248380211062221] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Objectives: This novel critical transdisciplinary scoping review examined the literature on integrated care pathways that consider Black people living with traumatic brain injury (TBI). The objectives were to (a) summarize the extent, nature, and range of literature on care pathways that consider Black populations, (b) summarize how Blackness, race, and racism are conceptualized in the literature, (c) determine how Black people come to access care pathways, and (d) identify how care pathways in research consider the mechanism of injury and implications for human occupation. Methods: Six databases were searched systematically identifying 178 articles after removing duplicates. In total, 43 articles on integrated care within the context of Black persons with TBI were included. Narrative synthesis was conducted to analyze the data and was presented as descriptive statistics and as a narrative to tell a story. Findings: All studies were based in the United States where 81% reported racial and ethnic disparities across the care continuum primarily using race as a biological construct. Sex, gender, and race are used as demographic variables where statistical data were stratified in only 9% of studies. Black patients are primarily denied access to care, experience lower rates of protocol treatments, poor quality of care, and lack access to rehabilitation. Racial health disparities are disconnected from racism and are displayed as symptoms of a problem that remains unnamed. Conclusion: The findings illustrate how racism becomes institutionalized in research on TBI care pathways, demonstrating the need to incorporate the voices of Black people, transcend disciplinary boundaries, and adopt an anti-racist lens to research.
Collapse
Affiliation(s)
- Samira Omar
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
| | - Stephanie Nixon
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
| | - Angela Colantonio
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Department of Occupational Science & Occupational Therapy, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
27
|
Pappadis MR, Malagaris I, Kuo YF, Leland N, Freburger J, Goodwin JS. Care patterns and predictors of community residence among older patients after hospital discharge for traumatic brain injury. J Am Geriatr Soc 2023; 71:1806-1818. [PMID: 36840390 PMCID: PMC10330166 DOI: 10.1111/jgs.18308] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 12/27/2022] [Accepted: 12/31/2022] [Indexed: 02/26/2023]
Abstract
BACKGROUND An increasing number of older adults with traumatic brain injury (TBI) require hospitalization, but it is unknown whether they return to their community following discharge. We examined community residence following acute hospital discharge for TBI in Texas and identified factors associated with 90-day community residence and readmission. METHODS We conducted a retrospective cohort study using 100% Texas Medicare claims data of patients older than 65 years hospitalized for a TBI from January 1, 2014, through December 31, 2017, and followed for 20 weeks after discharge. Discharges to short-term and long-term acute hospital, inpatient rehabilitation facility (IRF), skilled nursing facility (SNF), long-term nursing home (NH), and hospice were identified. The primary outcome was 90-day community residence. Our secondary outcome was 90-day, all-cause readmission. RESULTS In Texas, 26,985 Medicare fee-for-service patients were hospitalized for TBI (Racial and ethnic minorities: 21.1%; Females 57.3%). At 90 days and 20 weeks following discharge, 80% and 84% were living in the community respectively. Female sex (OR = 1.16 [1.08-1.25]), Hispanic ethnicity (OR = 2.01 [1.80-2.25]), "other" race (OR = 2.19 [1.73-2.77]), and prior primary care provider (PCP; OR = 1.51 [1.40-1.62]) were associated with increased likelihood of 90-day community residence. Patients aged 75+, prior NH residence, dual eligibility, prior TBI diagnosis, and moderate-to-severe injury severity were associated with decreased likelihood of 90-day community residence. Being non-Hispanic Black (HR = 1.33 [1.20-1.46]), discharge to SNF (HR = 1.56 [1.48-1.65]) or IRF (HR = 1.49 [1.40-1.59]), having prior PCP (HR = 1.23 [1.17-1.30]), dual eligibility (HR = 1.11 [1.04-1.18]), and prior TBI diagnosis (HR = 1.05 [1.01-1.10]) were associated with increased risk of 90-day readmission. Female sex and "other" race were associated with decreased risk of 90-day readmission. CONCLUSIONS Most older adults with TBI return to the community following hospital discharge. Disparities exist in returning to the community and in risk of 90-day readmission following hospital discharge. Future studies should explore how having a PCP influences post-hospital outcomes in chronic care management of older patients with TBI.
Collapse
Affiliation(s)
- Monique R. Pappadis
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, USA
- Sealy Center on Aging, UTMB, Galveston, TX, USA
| | - Ioannis Malagaris
- Department of Biostatistics and Data Science, School of Public and Population Health, UTMB, Galveston, TX, USA
| | - Yong-Fang Kuo
- Sealy Center on Aging, UTMB, Galveston, TX, USA
- Department of Biostatistics and Data Science, School of Public and Population Health, UTMB, Galveston, TX, USA
| | - Natalie Leland
- Department of Occupational Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA
| | - Janet Freburger
- Department of Physical Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA
| | - James S. Goodwin
- Sealy Center on Aging, UTMB, Galveston, TX, USA
- Department of Internal Medicine, Division of Geriatrics, School of Medicine, UTMB, Galveston, TX
| |
Collapse
|
28
|
Wright B, Venkatesan UM, Pinto SM, Gary KW, O'Neil-Pirozzi TM, Kajankova M, Wilmoth K, Kakkanatt A, Dreer L, Juengst SB. Predictors of High School and College Graduation After Sustaining a Moderate-to-Severe Traumatic Brain Injury. J Head Trauma Rehabil 2023; 38:249-258. [PMID: 35862899 DOI: 10.1097/htr.0000000000000806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
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.
Collapse
Affiliation(s)
- Brittany Wright
- Departments of Physical Medicine & Rehabilitation (Drs Wright, Pinto, Wilmoth, and Juengst) and Psychiatry (Dr Wilmoth), University of Texas Southwestern Medical Center, Dallas; Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania (Dr Venkatesan); Department of Physical Medicine and Rehabilitation, Carolinas Rehabilitation, Charlotte, North Carolina (Dr Pinto); Department of Rehabilitation Counseling, Virginia Commonwealth University, Richmond (Dr Gary); Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation, Hospital, Boston, Massachusetts (Dr O'Neil-Pirozzi); Department of Communication Sciences and Disorders, Northeastern University, Boston, Massachusetts (Dr O'Neil-Pirozzi); Department of Rehabilitation Medicine, Icahn School of Medicine at Mount Sinai, New York City, New York (Dr Kajankova); Department of Physical Medicine and Rehabilitation, Hackensack Meridian Health, Edison, New Jersey (Dr Kakkanatt); Departments of Ophthalmology & Visual Sciences and Physical Medicine & Rehabilitation, University of Alabama at Birmingham (Dr Dreer); and TIRR Memorial Hermann, Brain Injury Research Center, Houston, Texas (Dr Juengst)
| | | | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Johnson LW, Diaz I. Exploring the Social Determinants of Health and Health Disparities in Traumatic Brain Injury: A Scoping Review. Brain Sci 2023; 13:707. [PMID: 37239178 PMCID: PMC10216442 DOI: 10.3390/brainsci13050707] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 04/09/2023] [Accepted: 04/20/2023] [Indexed: 05/28/2023] Open
Abstract
Traumatic brain injury (TBI) is a global health concern, that can leave lasting physical, cognitive, and/or behavioral changes for many who sustain this type of injury. Because of the heterogeneity of this population, development of appropriate intervention tools can be difficult. Social determinants of health (SDoH) are factors that may impact TBI incidence, recovery, and outcome. The purpose of this study is to describe and analyze the existing literature regarding the prevailing SDoH and health disparities (HDs) associated with TBI in adults. A scoping review, guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework was used to explore three electronic databases-PubMed, Medline, and CINAHL. Searches identified peer-reviewed empirical literature addressing aspects of SDoH and HDs related to TBI. A total of 123 records were identified and reduced to 27 studies based on inclusion criteria. Results revealed race/ethnicity was the most commonly reported SDoH impacting TBI, followed by an individual's insurance status. Health disparities were noted to occur across the continuum of TBI, including TBI risk, acute hospitalization, rehabilitation, and recovery. The most frequently reported HD was that Whites are more likely to be discharged to inpatient rehabilitation compared to racial/ethnic minorities. Health disparities associated with TBI are most commonly associated with the race/ethnicity SDoH, though insurance status and socioeconomic status commonly influence health inequities as well. The additional need for evidence related to the impact of other, lesser researched, SDoH is discussed, as well as clinical implications that can be used to target intervention for at-risk groups using an individual's known SDoH.
Collapse
Affiliation(s)
- Leslie W. Johnson
- Department of Communication Sciences and Disorders, North Carolina Central University, Durham, NC 27707, USA;
| | | |
Collapse
|
30
|
Gary KW, Wallace JS, Mannix R, Pappadis MR. Editorial: Advancing the representation of minoritized groups and social determinants of health in brain injury research. Front Neurol 2023; 14:1169445. [PMID: 37114222 PMCID: PMC10127670 DOI: 10.3389/fneur.2023.1169445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 03/14/2023] [Indexed: 04/29/2023] Open
Affiliation(s)
- Kelli W. Gary
- Department of Rehabilitation Counseling, Virginia Commonwealth University, Richmond, VA, United States
| | - Jessica S. Wallace
- Department of Health Science, The University of Alabama, Tuscaloosa, AL, United States
| | - Rebekah Mannix
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
| | - Monique R. Pappadis
- Department of Population Health and Health Disparities, School of Public and Population Health, and Sealy Center on Aging, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, United States
- Brain Injury Research Center, TIRR Memorial Hermann Hospital, Houston, TX, United States
| |
Collapse
|
31
|
Haarbauer-Krupa J, Eugene D, Wallace T, Johnson S. Neurorehabilitation for the Uninsured: Georgia Rehabilitation Services Volunteer Partnership Clinic. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:817-826. [PMID: 36668817 DOI: 10.1044/2022_ajslp-22-00100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
PURPOSE Individuals who experience brain injury and are uninsured often do not have access to health care services following their injury. The Georgia Rehabilitation Services Volunteer Partnership (GA RSVP) Clinic is a free outpatient rehabilitation program for uninsured individuals with acquired brain injury (ABI) and/or spinal cord injury (SCI) for all racial and ethnic backgrounds. While the clinic serves people with ABI and SCI, this clinical focus article will focus on people with ABI by describing the clinic, lessons learned from operations, an ABI patient case study, and future directions. METHOD Our mission is to provide free outpatient rehabilitation care that maximizes independence, wellness, and community participation. The clinic has been in operation since September 2020, staffed by volunteers who provide services once a month in donated space at a rehabilitation hospital. We currently have 69 active volunteers, seven founding Board of Directors, and 17 founding Advisory Board members. We provide education to clients and their families and run peer and family support groups. For clients who cannot attend due to medical or transportation challenges, we have added telehealth services. We have 11 partner organizations as well as individual donor's financial support. The Chair of the clinic volunteers 50% of time managing clinic operations. RESULTS From September 2020 to December 2021, we provided care for 40 clients: 23 clinic admissions and 17 were provided information/referral services to access necessary health care services. CONCLUSIONS A volunteer, free outpatient rehabilitation clinic is feasible and can contribute to improved outcomes for uninsured individuals with ABI. Further research to understand impact on patient outcomes is needed.
Collapse
Affiliation(s)
- Juliet Haarbauer-Krupa
- Georgia Rehabilitation Services Volunteer Partnership, Atlanta
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA
| | - DaJuandra Eugene
- Georgia Rehabilitation Services Volunteer Partnership, Atlanta
- Acquired Brain Injury Program, Shepherd Center, Atlanta, GA
| | - Tracey Wallace
- Georgia Rehabilitation Services Volunteer Partnership, Atlanta
- Acquired Brain Injury Program, Shepherd Center, Atlanta, GA
| | - Susan Johnson
- Georgia Rehabilitation Services Volunteer Partnership, Atlanta
| |
Collapse
|
32
|
Jones TM, Bhanji A, Osman S, Cai XC, Garfinkel S, Weinstein AA. Experiences of caregivers and individuals living with traumatic brain injury in accessing health information: a qualitative investigation. Brain Inj 2023; 37:293-302. [PMID: 36453445 DOI: 10.1080/02699052.2022.2145366] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND/PURPOSE Rehabilitation and treatment of chronic symptoms of traumatic brain injury (TBI) present life-long challenges. This qualitative study aimed to understand the experience of individuals with TBI and caregivers in finding and using health information and to understand their interest in participating in research. METHODS Participants were recruited through hospital listservs, websites, social media, and word of mouth from across the US. A qualitative constructivism research method was used to analyze responses from semi-structured interviews with 24 individuals, 11 with TBI and 13 caregivers. RESULTS Three major themes emerged from the analyses: 1) processes and resources for finding TBI-related health information, 2) reliability of information, and 3) participation in research. Study participants described using the internet, consulting with healthcare professionals, reading research articles, and seeking out information from other individuals with TBI or caregivers to search for information. Participants also shared their experiences related to evaluating the reliability of information and the impact of individuals with TBI and caregivers participating on research teams. CONCLUSION Participants identified various needs in finding relevant health information and highlighted gaps in searching for and using health information. Participants identified an overarching need for improved dissemination of information that is both accessible and reliable.
Collapse
Affiliation(s)
- Tammie M Jones
- Department of Health Administration and Policy, George Mason University, Fairfax, Virginia, USA
| | - Alaanah Bhanji
- Department of Global and Community Health, George Mason University, Fairfax, Virginia, USA
| | - Sarah Osman
- Department of Global and Community Health, George Mason University, Fairfax, Virginia, USA
| | | | | | - Ali A Weinstein
- Department of Global and Community Health, George Mason University, Fairfax, Virginia, USA
| |
Collapse
|
33
|
Marmor WA, McElheny KD, Lingor RJ, Shetty T, Lin E, Casey E, Ling DI. Disparities in concussion diagnoses compared to ankle injuries. PM R 2023; 15:325-330. [PMID: 35191195 DOI: 10.1002/pmrj.12793] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 01/30/2022] [Accepted: 02/14/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Health disparities related to concussions have been reported in the literature for certain minority populations. Given the significant impact of concussions on long- and short-term function, the mitigation of barriers to accessing care is an important public health objective. OBJECTIVE To determine if racial and ethnic disparities exist in patients who seek care for concussions compared to a control group with orthopedic ankle injuries (sprains and fractures) to minimize confounding factors that predispose to injury. DESIGN Cohort study. SETTING Single institution between February 2016 and December 2020. PATIENTS A retrospective review of electronic medical records was completed for patients with International Classification of Diseases, Tenth Revision (ICD-10) diagnosis codes for concussion, ankle sprain, and ankle fracture. A total of 10,312 patients were identified: 1568 (15.2%) with concussion, 4871 (47.3%) with ankle sprain, and 3863 (37.5%) with ankle fracture. INTERVENTIONS Patients were stratified by demographic factors, including sex, ethnicity, race, and insurance type. MAIN OUTCOME MEASURES Diagnosis of concussion. RESULTS The concussion group was the youngest (28.3 years ± 18.0) and had the fewest females (53.1%) compared to the ankle sprain (35.1 years ± 19.7; 58.7%) and fracture groups (44.1 years ± 21.3; 57.3%). The concussion group had a smaller proportion of Hispanic patients than the ankle sprain group (odds ratio [OR] 0.71, 95% confidence interval [CI] 0.55-0.92, p = .010) and fracture group (OR 0.58, 95% CI 0.44-0.75, p = <.001). In addition, the concussion group was less likely to be Asian (OR 0.70, CI 0.52-0.95, p = .023) than the sprain group and less likely to be Black/African American than both sprain (OR 0.65, 95% CI 0.46-0.93, p = .017) and fracture groups (OR 0.62, 95% CI 0.43-0.89, p = .010). There were no differences across racial groups between ankle sprains and fractures. Patients with Medicaid/Medicare and self-pay had a higher likelihood of being in the concussion group than those with private insurance. CONCLUSION Differences in concussion diagnosis may exist between certain demographic groups compared to those with ankle injuries. Efforts to mitigate disparities in concussion care are worthwhile with a focus on patient and caregiver education.
Collapse
Affiliation(s)
- William A Marmor
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
| | - Kathryn D McElheny
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
| | - Ryan J Lingor
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
| | - Teena Shetty
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
| | - Emerald Lin
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
| | - Ellen Casey
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
| | - Daphne I Ling
- Sports Medicine Institute, Hospital for Special Surgery, New York, New York, USA
- Department of Population Health Sciences, Weill Cornell Medical College, New York, New York, USA
| |
Collapse
|
34
|
Liou-Johnson V, Merced K, Klyce DW, Agtarap S, Finn JA, Chung JS, Campbell T, Harris OA, Perrin PB. Exploring racial/ethnic disparities in rehabilitation outcomes after TBI: A veterans affairs model systems study. NeuroRehabilitation 2023; 52:451-462. [PMID: 36806517 DOI: 10.3233/nre-220225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
BACKGROUND Almost one-third of the U.S. military population is comprised of service members and veterans (SMVs) of color. Research suggests poorer functional and psychosocial outcomes among Black and Hispanic/Latine vs. White civilians following traumatic brain injury (TBI). OBJECTIVE This study examined racial/ethnic differences in 5-year functional independence and life satisfaction trajectories among SMVs who had undergone acute rehabilitation at one of five VA TBI Model Systems (TBIMS) Polytrauma Rehabilitation Centers (PRCs). METHODS Differences in demographic and injury-related factors were assessed during acute rehabilitation among White (n = 663), Black (n = 89) and Hispanic/Latine (n = 124) groups. Functional Independence Measure (FIM) Motor, FIM Cognitive, and Satisfaction with Life Scale (SWLS) scores were collected at 1, 2, and 5 years after injury. Racial/ethnic comparisons in these outcome trajectories were made using hierarchical linear modeling. RESULTS Black SMVs were less likely than White and Hispanic/Latine SMVs to have been deployed to a combat zone; there were no other racial/ethnic differences in any demographic or injury-related variable assessed. In terms of outcomes, no racial/ethnic differences emerged in FIM Motor, FIM cognitive, or SWLS trajectories. CONCLUSION The absence of observable racial/ethnic differences in 5-year outcome trajectories after TBI among SMVs from VA TBIMS PRCs contrasts sharply with previous research identifying disparities in these same outcomes and throughout the larger VA health care system. Individuals enrolled in VA PRCs are likely homogenized on key social determinants of health that would otherwise contribute to racial/ethnic disparities in outcome trajectories.
Collapse
Affiliation(s)
- Victoria Liou-Johnson
- Polytrauma Department, VA Palo Alto Healthcare Center, Palo Alto, CA, USA.,Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Kritzia Merced
- Central Virginia Veterans Affairs Health Care System, Richmond, VA, USA
| | - Daniel W Klyce
- Central Virginia Veterans Affairs Health Care System, Richmond, VA, USA.,Department of Physical Medicine and Rehabilitation, Virginia Common wealth University, Richmond, VA, USA.,Sheltering Arms Institute, Richmond, VA, USA
| | | | - Jacob A Finn
- Rehabilitation and Extended Care, Minneapolis VA Health Care System, Minneapolis, MN, USA.,Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Joyce S Chung
- Rehabilitation Department, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Thomas Campbell
- Central Virginia Veterans Affairs Health Care System, Richmond, VA, USA
| | - Odette A Harris
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, CA, USA.,Rehabilitation Department, Traumatic Brain Injury Center of Excellence, VA Palo Alto Health Care System, PaloAlto, CA, USA
| | - Paul B Perrin
- Central Virginia Veterans Affairs Health Care System, Richmond, VA, USA.,Department of Psychology, School of Data Science, University of Virginia, Charlottesville, VA, USA
| |
Collapse
|
35
|
Park HA, Vaca FE, Jung-Choi K, Park H, Park JO. Area-Level Socioeconomic Inequalities in Intracranial Injury-Related Hospitalization in Korea: A Retrospective Analysis of Data From Korea National Hospital Discharge Survey 2008-2015. J Korean Med Sci 2023; 38:e38. [PMID: 36718564 PMCID: PMC9886526 DOI: 10.3346/jkms.2023.38.e38] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 12/14/2022] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Although inequality in traumatic brain injury (TBI) by individual socioeconomic status (SES) exists, interventions to modify individual SES are difficult. However, as interventions for area-based SES can affect the individual SES, monitoring or public health intervention can be planned. We analyzed the effect of area-based SES on hospitalization for TBI and revealed yearly inequality trends to provide a basis for health intervention. METHODS We included patients who were hospitalized due to intracranial injuries (ICIs) between 2008 and 2015 as a measure of severe TBI with data provided by the Korea National Hospital Discharge Survey. Area-based SES was synthesized using the 2010 census data. We assessed inequalities in ICI-related hospitalization rates using the relative index of inequality and the slope index of inequality for the periods 2008-2009, 2010-2011, 2012-2013, and 2014-2015. We analyzed the trends of these indices for the observation period by age and sex. RESULTS The overall relative indices of inequality for each 2-year period were 1.82 (95% confidence interval, 1.5-2.3), 1.97 (1.6-2.5), 2.01 (1.6-2.5), and 2.01 (1.6-2.5), respectively. The overall slope indices of inequality in each period were 38.74 (23.5-54.0), 36.75 (21.7-51.8), 35.65 (20.7-50.6), and 43.11 (27.6-58.6), respectively. The relative indices of inequality showed a linear trend for men (P = 0.006), which was most evident in the ≥ 65-year age group. CONCLUSION Inequality in hospitalization for ICIs by area-based SES tended to increase during the observation period. Practical preventive interventions and input in healthcare resources for populations with low area-based SES are likely needed.
Collapse
Affiliation(s)
- Hang A Park
- Department of Emergency Medicine, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Korea
- Department of Epidemiology, School of Public Health, Seoul National University, Seoul, Korea
| | - Federico E Vaca
- Department of Emergency Medicine, University of California Irvine School of Medicine, Irvine, CA, USA
| | - Kyunghee Jung-Choi
- Department of Environmental Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Hyesook Park
- Department of Preventive Medicine, College of Medicine, Graduate Program in System Health Science and Engineering, Ewha Womans University, Seoul, Korea
| | - Ju Ok Park
- Department of Emergency Medicine, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Korea.
| |
Collapse
|
36
|
Reilly AS, Khawaja AM, Ali AB, Madsen T, Molino-Bacic J, Heffernan DS, Zonfrillo MR, Vaitkevicius H, Gormley WB, Izzy S, Rao SS. Disparities in Decompressive Cranial Surgery Utilization in Severe Traumatic Brain Injury Patients without a Primary Extra-Axial Hematoma: A U.S. Nationwide Study. World Neurosurg 2023; 169:e16-e28. [PMID: 36202343 DOI: 10.1016/j.wneu.2022.09.113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 09/24/2022] [Accepted: 09/26/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Decompressive craniectomy is recommended to reduce mortality in severe traumatic brain injury (TBI). Disparities exist in TBI treatment outcomes; however, data on disparities pertaining to decompressive craniectomy utilization is lacking. We investigated these disparities, focusing on race, insurance, sex, and age. METHODS Hospitalizations (2004-2014) were retrospectively extracted from the Nationwide Inpatient Sample. The criteria included are as follows: age ≥18 years and indicators of severe TBI diagnosis. Poor outcomes were defined as discharge to institutional care and death. Multivariable logistic regression models were used to assess the effects of race, insurance, age, and sex, on craniectomy utilization and outcomes. RESULTS Of 349,164 hospitalized patients, 6.8% (n = 23,743) underwent craniectomy. White (odds ratio [OR] = 0.50, 95% confidence interval [CI] = 0.44-0.57; P < 0.001) and Black (OR = 0.45, 95% CI = 0.32-0.64; P = 0.003) Medicare beneficiaries were less likely to undergo craniectomy. Medicare (P < 0.0001) and Medicaid beneficiaries (P < 0.0001) of all race categories had poorer outcomes than privately insured White patients. Black (OR = 1.2, 95% CI = 1.08-2.34; P = 0.001) patients with private insurance and Black (OR = 1.39, 95% CI = 1.22-1.58; P < 0.0001) Medicaid beneficiaries had poorer outcomes than privately insured White patients (P < 0.0001). Older patients (OR = 0.74, 95%, CI = 0.71-0.76; P < 0.001) were less likely to undergo craniectomy and were more likely to have poorer outcomes. Females (OR = 0.82, 95% CI = 0.76-0.88; P < 0.001) were less likely to undergo craniectomy. CONCLUSIONS There are disparities in race, insurance status, sex, and age in craniectomy utilization and outcome. This data highlights the necessity to appropriately address these disparities, especially race and sex, and actively incorporate these factors in clinical trial design and enrollment.
Collapse
Affiliation(s)
- Aoife S Reilly
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA; RCSI, University of Medicine and Health Sciences, Dublin, Ireland.
| | - Ayaz M Khawaja
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Neurology, Wayne State University, Detroit, Michigan, USA
| | - Ali Basil Ali
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA; RCSI, University of Medicine and Health Sciences, Dublin, Ireland
| | - Tracy Madsen
- Department of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Janine Molino-Bacic
- Department of Orthopedics, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Daithi S Heffernan
- Department of Surgery, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Mark R Zonfrillo
- Department of Emergency Medicine and Pediatrics, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | | | - William B Gormley
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA; Computational Neuroscience Outcomes Center, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Saef Izzy
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Shyam S Rao
- Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Neurology, Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| |
Collapse
|
37
|
Dynamic prediction of mortality after traumatic brain injury using a machine learning algorithm. NPJ Digit Med 2022; 5:96. [PMID: 35851612 PMCID: PMC9293936 DOI: 10.1038/s41746-022-00652-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 07/06/2022] [Indexed: 11/08/2022] Open
Abstract
Intensive care for patients with traumatic brain injury (TBI) aims to optimize intracranial pressure (ICP) and cerebral perfusion pressure (CPP). The transformation of ICP and CPP time-series data into a dynamic prediction model could aid clinicians to make more data-driven treatment decisions. We retrained and externally validated a machine learning model to dynamically predict the risk of mortality in patients with TBI. Retraining was done in 686 patients with 62,000 h of data and validation was done in two international cohorts including 638 patients with 60,000 h of data. The area under the receiver operating characteristic curve increased with time to 0.79 and 0.73 and the precision recall curve increased with time to 0.57 and 0.64 in the Swedish and American validation cohorts, respectively. The rate of false positives decreased to ≤2.5%. The algorithm provides dynamic mortality predictions during intensive care that improved with increasing data and may have a role as a clinical decision support tool.
Collapse
|
38
|
Young M, Peterson AH. Neuroethics across the Disorders of Consciousness Care Continuum. Semin Neurol 2022; 42:375-392. [PMID: 35738293 DOI: 10.1055/a-1883-0701] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
|
39
|
Mukhtarzada MG, Monteith TS. Equity and Disparities in Diagnosis, Management, and Research of Post-Traumatic Headache. Curr Pain Headache Rep 2022; 26:555-566. [PMID: 35567660 DOI: 10.1007/s11916-022-01058-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/15/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE OF REVIEW There are notable health disparities and inequities in individuals with traumatic brain injury (TBI) and concussion by race, ethnicity, gender, socioeconomic status, and geography. This review will evaluate these disparities and inequities and assess the social determinants of health that drive outcomes for post-traumatic headache. Interventions for achieving this are also discussed. RECENT FINDINGS Significant disparities and inequities exist in TBI and concussion among people of different races, socioeconomic status, and geographic locations. Migraine is a common symptom post-concussion, for which disparities and social determinants of health are also discussed. Overall, multi-level interventions to reduce these disparities and inequities are reviewed for post-traumatic headache but require further investigation. Interventions are needed to reduce disparities and inequities including public health initiatives, improvements in clinical care, diversity/inclusion training, and research efforts. As literature expands, we can form guidance to identify solutions for eliminating disparities in care of diverse populations.
Collapse
Affiliation(s)
- Mejgan G Mukhtarzada
- Department of Neurology-Headache Division, University of Miami, Miller School of Medicine, 1120 NW 14 Street #13th floor, Miami, FL, 33136, USA
| | - Teshamae S Monteith
- Department of Neurology-Headache Division, University of Miami, Miller School of Medicine, 1120 NW 14 Street #13th floor, Miami, FL, 33136, USA.
| |
Collapse
|
40
|
Bassett A, Vanstrum E. Exploring Vestibular Assessment in Patients with Headache and Dizziness. Otolaryngol Clin North Am 2022; 55:549-558. [PMID: 35490043 DOI: 10.1016/j.otc.2022.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Patients often report symptoms of headache and dizziness concomitantly. Symptoms of dizziness can be explored with a comprehensive vestibular assessment, allowing for the investigation of central and peripheral vestibular system contributions to symptoms of dizziness. Patients who report both symptoms of headache and dizziness demonstrate abnormalities of the vestibular system which can be measured quantitatively. Completion of comprehensive vestibular testing can help to guide diagnosis and strategies for intervention.
Collapse
Affiliation(s)
- Alaina Bassett
- Caruso Department of Otolaryngology - Head and Neck Surgery, Keck School of Medicine of the University of Southern California, 1640 Marengo Street, Suite 100, Los Angeles, CA 90033, USA.
| | - Erik Vanstrum
- Keck School of Medicine of the University of Southern California, 1975 Zonal Avenue, Los Angeles, CA 90033, USA
| |
Collapse
|
41
|
Guedes VA, Lange RT, Lippa SM, Lai C, Greer K, Mithani S, Devoto C, A Edwards K, Wagner CL, Martin CA, Driscoll AE, Wright MM, Gillow KC, Baschenis SM, Brickell TA, French LM, Gill JM. Extracellular vesicle neurofilament light is elevated within the first 12-months following traumatic brain injury in a U.S military population. Sci Rep 2022; 12:4002. [PMID: 35256615 PMCID: PMC8901614 DOI: 10.1038/s41598-022-05772-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 06/14/2021] [Indexed: 12/19/2022] Open
Abstract
Traumatic brain injury (TBI) can be associated with long-term neurobehavioral symptoms. Here, we examined levels of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) in extracellular vesicles isolated from blood, and their relationship with TBI severity and neurobehavioral symptom reporting. Participants were 218 service members and veterans who sustained uncomplicated mild TBIs (mTBI, n = 107); complicated mild, moderate, or severe TBIs (smcTBI, n = 66); or Injured controls (IC, orthopedic injury without TBI, n = 45). Within one year after injury, but not after, NfL was higher in the smcTBI group than mTBI (p = 0.001, d = 0.66) and IC (p = 0.001, d = 0.35) groups, which remained after controlling for demographics and injury characteristics. NfL also discriminated the smcTBI group from IC (AUC:77.5%, p < 0.001) and mTBI (AUC:76.1%, p < 0.001) groups. No other group differences were observed for NfL or GFAP at either timepoint. NfL correlated with post-concussion symptoms (rs = - 0.38, p = 0.04) in the mTBI group, and with PTSD symptoms in mTBI (rs = - 0.43, p = 0.021) and smcTBI groups (rs = - 0.40, p = 0.024) within one year after injury, which was not confirmed in regression models. Our results suggest the potential of NfL, a protein previously linked to axonal damage, as a diagnostic biomarker that distinguishes TBI severity within the first year after injury.
Collapse
Affiliation(s)
- Vivian A Guedes
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Rael T Lange
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
- University of British Columbia, Vancouver, BC, Canada
| | - Sara M Lippa
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Chen Lai
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Kisha Greer
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Sara Mithani
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Christina Devoto
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Katie A Edwards
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Chelsea L Wagner
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Carina A Martin
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Angela E Driscoll
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Megan M Wright
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Kelly C Gillow
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Samantha M Baschenis
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Tracey A Brickell
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
- University of British Columbia, Vancouver, BC, Canada
| | - Louis M French
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Jessica M Gill
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA.
| |
Collapse
|
42
|
Daugherty J, Sarmiento K, Waltzman D, Xu L. Traumatic Brain Injury-Related Hospitalizations and Deaths in Urban and Rural Counties-2017. Ann Emerg Med 2022; 79:288-296.e1. [PMID: 34742590 PMCID: PMC8860841 DOI: 10.1016/j.annemergmed.2021.09.433] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 08/11/2021] [Accepted: 09/20/2021] [Indexed: 11/30/2022]
Abstract
STUDY OBJECTIVE A better understanding of differences in traumatic brain injury incidence by geography may help inform resource needs for local communities. This paper presents estimates on traumatic brain injury-related hospitalizations and deaths by urban and rural county of residence. METHODS To estimate the incidence of traumatic brain injury-related hospitalizations, data from the 2017 Healthcare Cost and Utilization Project's National Inpatient Sample were analyzed (n=295,760). To estimate the incidence of traumatic brain injury-related deaths, the Centers for Disease Control and Prevention's National Vital Statistics System multiple-cause-of-death files were analyzed (n=61,134). Datasets were stratified by residence, sex, principal mechanism of injury, and age group. Traumatic brain injury-related hospitalizations were also stratified by insurance status and hospital location. RESULTS The rate of traumatic brain injury-related hospitalizations was significantly higher among urban (70.1 per 100,000 population) than rural residents (61.0), whereas the rate of traumatic brain injury-related deaths was significantly higher among rural (27.5) than urban residents (17.4). These patterns held for both sexes, individuals age 55 and older, and within the leading mechanisms of injury (ie, suicide, unintentional falls). Among patients with Medicare or Medicaid, the rate of traumatic brain injury-related hospitalizations was higher among urban residents; there was no urban/rural difference with other types of insurance. Nearly all (99.6%) urban residents who were hospitalized for a traumatic brain injury received care in an urban hospital. Additionally, approximately 80.3% of rural residents were hospitalized in an urban hospital. CONCLUSION Urban residents had a higher rate of traumatic brain injury-related hospitalizations, whereas rural residents had a higher rate of traumatic brain injury-related deaths. This disparity deserves further study using additional databases that assess differences in mechanisms of injury and strategies to improve access to emergency care among rural residents.
Collapse
Affiliation(s)
- Jill Daugherty
- Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Division of Injury Prevention, Atlanta, GA.
| | | | | | | |
Collapse
|
43
|
Pierre-Louis YS, Perla KMR, Perez GM, Jean-Charles S, Tang O, Nwaiwu CA, Weil R, Shah NS, Heffernan DS, Moreira C. The Insurance Coverage Paradox – Characterizing Outcomes among Dual-Eligible Hemorrhagic Stroke Patients. J Clin Neurosci 2022; 97:99-105. [DOI: 10.1016/j.jocn.2021.12.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/04/2021] [Accepted: 12/21/2021] [Indexed: 11/29/2022]
|
44
|
Seligman E, Aslam U, Psoter KJ, Ryan LM, Nasr IW. Factors Associated With Repeat Emergency Department Visits in a State-wide Cohort of Pediatric Patients With Mild Traumatic Brain Injury. Pediatr Emerg Care 2022; 38:e683-e689. [PMID: 35100767 DOI: 10.1097/pec.0000000000002368] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To describe demographic, injury, and clinical characteristics of pediatric patients treated in the ED for mild traumatic brain injury (mTBI), and to evaluate characteristics associated with mTBI-related return emergency department (ED) visit within 1 month of initial presentation. METHODS Retrospective cohort study from April 1, 2012, to September 30, 2017, of children 19 years or younger presenting to any Maryland ED for mTBI identified in the Maryland Health Services Cost Review Commission database using ICD-9/10 codes. Demographic, injury, and clinical characteristics of individuals were collected. The primary outcome was mTBI-related return ED visit within 4 weeks. Multiple logistic regression tested the associated of individual demographic, injury, and clinical characteristics with mTBI-related return ED visit. RESULTS There were 25,582 individuals who had an ED visit for mTBI, of which 717 (2.8%) returned to the ED within 4 weeks and 468 (1.8%) within 1 week with a mTBI-related diagnosis. In multivariable logistic regression analyses, public insurance (adjusted odds ratio [aOR], 1.44; 95% confidence interval [CI], 1.21-1.72) and female sex (aOR, 1.34; 95% CI, 1.15-1.56) were associated with increased odds of return to the ED within 4 weeks. Age younger than 2 years (aOR, 0.39; 95% CI, 0.21-0.72) was associated with decreased odds of return visit. There was a trend toward decreased odds of return patients receiving computed tomography head imaging (aOR, 0.86; 95% CI, 0.74-1.01). CONCLUSIONS Although return to the ED for mTBI-related complaints is uncommon, girls, older children, and publicly insured individuals may be at increased risk. Future targeted study may identify areas to improve access to appropriate longitudinal care and justify ED programs to better coordinate follow-up for mTBI.
Collapse
Affiliation(s)
- Eva Seligman
- From the Division of Pediatric Emergency Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Usman Aslam
- Department of Surgery, St. John's Episcopal Hospital, Far Rockaway, NY
| | - Kevin J Psoter
- Division of General Pediatrics and Adolescent Medicine, Department of Pediatrics
| | - Leticia Manning Ryan
- From the Division of Pediatric Emergency Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Isam W Nasr
- Division of Pediatric Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| |
Collapse
|
45
|
Schnakers C, Liu K, Rosario E. Sociodemographic, geographic and clinical factors associated with functional outcome and discharge location in US inpatient rehabilitation settings. Brain Inj 2022; 36:251-257. [PMID: 35099339 DOI: 10.1080/02699052.2022.2033838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
OBJECTIVE To assess the impact of sociodemographic factors, clinical factors and regional differences on both patients' functional outcome and discharge location in U.S. inpatient rehabilitation settings. METHODS Using eRehabData, 536,453 admissions was used for functional outcome analyses (based on FIM gain) while 259,308 admissions was used for the discharge location analyses. Regression models were used to look at both outcomes. RESULTS Having private insurance and being young and male was associated with the higher FIM gains while being African American, widowed, and living in the Midwest was associated with the lower FIM gains. Furthermore, having private insurance, being young, male, married and African American or Hispanic was associated with the lower odds of being discharged to a skilled nursing facility while living in the Midwest was associated with the greatest odds of being discharged to a skilled nursing facility. Clinical factors such as days from onset and length of stay also had a significant effect on both outcomes. CONCLUSION Our findings suggest that, in the U.S., one of the challenges to successful recovery in the inpatient rehabilitation setting includes insurance status (Medicare/Medicaid), race (African American) but also regional differences (Midwest) and length of stay.
Collapse
Affiliation(s)
- Caroline Schnakers
- Research Institute, Casa Colina Hospital and Centers for Healthcare, Pomona, California, USA
| | - Kayuet Liu
- Department of Sociology, University of California Los Angeles, Los Angeles, California, USA
| | - Emily Rosario
- Research Institute, Casa Colina Hospital and Centers for Healthcare, Pomona, California, USA
| |
Collapse
|
46
|
Mollayeva T, Tran A, Chan V, Colantonio A, Escobar MD. Sex-specific analysis of traumatic brain injury events: applying computational and data visualization techniques to inform prevention and management. BMC Med Res Methodol 2022; 22:30. [PMID: 35094688 PMCID: PMC8802441 DOI: 10.1186/s12874-021-01493-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 11/29/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The interplay of host, agent, and environment implicated in traumatic brain injury (TBI) events is difficult to account for in hypothesis-driven research. Data-driven analysis of injury data can enable insight into injury events in novel ways. This research dissected complex and multidimensional data at the time of the TBI event by exploiting data mining and information visualization methods. METHODS We drew upon population-based decade-long health administrative data collected through the routine operation of the publicly funded health system in Ontario, Canada. We applied a computational approach to categorize health records of 235,003 patients with TBI versus the same number of reference patients without TBI, individually matched based on sex, age, place of residence, and neighbourhood income quantile. We adopted the basic concepts of the Haddon Matrix (host, agent, environment) to organize emerging factors significantly related to TBI versus non-TBI events. To explore sex differences, the data of male and female patients with TBI were plotted on heatmaps and clustered using hierarchical clustering algorithms. RESULTS Based on detected similarities, the computational technique yielded 34 factors on which individual TBI-event codes were loaded, allowing observation of a set of definable patterns within the host, the agent, and the environment. Differences in the patterns of host, agent and environment were found between male and female patients with TBI, which are currently not identified based on data from injury surveillance databases. The results were internally validated. CONCLUSIONS The study outlines novel areas for research relevant to TBI and offers insight into how computational and visual techniques can be applied to advance the understanding of TBI event. Results highlight unique aspects of sex differences of the host and agent at the injury event, as well as differences in exposure to adverse social and environmental circumstances, which can be a function of gender, aiding in future studies of injury prevention and gender-transformative care.
Collapse
Affiliation(s)
- Tatyana Mollayeva
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario Canada
- Department of Occupational Science & Occupational Therapy, University of Toronto, Toronto, Ontario Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario Canada
- Acquired Brain Injury Research Lab, University of Toronto, Toronto, Ontario Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada Ontario
- Trinity College Institute of Neuroscience, Global Brain Health Institute, Dublin, Ireland
| | - Andrew Tran
- Acquired Brain Injury Research Lab, University of Toronto, Toronto, Ontario Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada Ontario
| | - Vincy Chan
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario Canada
- Acquired Brain Injury Research Lab, University of Toronto, Toronto, Ontario Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario Canada
| | - Angela Colantonio
- KITE-Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario Canada
- Department of Occupational Science & Occupational Therapy, University of Toronto, Toronto, Ontario Canada
- Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario Canada
- Acquired Brain Injury Research Lab, University of Toronto, Toronto, Ontario Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada Ontario
| | - Michael D. Escobar
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada Ontario
| |
Collapse
|
47
|
Kelly KA, Patel PD, Salwi S, Iii HNL, Naftel R. Socioeconomic health disparities in pediatric traumatic brain injury on a national level. J Neurosurg Pediatr 2021:1-7. [PMID: 34740192 DOI: 10.3171/2021.7.peds20820] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 07/22/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Low socioeconomic status is a determinant of pediatric traumatic brain injury (TBI) incidence and severity. In this study, the authors used National (Nationwide) Inpatient Sample (NIS) data to evaluate socioeconomic and health disparities among children hospitalized after TBI. METHODS This retrospective study identified pediatric patients aged 0 to 19 years with ICD-9 codes for TBI in the NIS database from 2012 to 2015. Socioeconomic variables included race, sex, age, census region, and median income of the patient residential zip code. Outcomes included mechanism of injury, hospital length of stay (LOS), cost, disposition at discharge, death, and inpatient complications. Multivariate linear regressions in log scale were built for LOS and cost. Logistic regressions were built for death, disposition, and inpatient complications. RESULTS African American, Hispanic, and Native American patients experienced longer LOSs (β 0.06, p < 0.001; β 0.03, p = 0.03; β 0.13, p = 0.02, respectively) and increased inpatient costs (β 0.13, p < 0.001; β 0.09, p < 0.001; β 0.14, p = 0.03, respectively). Females showed increased rates of medical complications (OR 1.57, p < 0.001), LOS (β 0.025, p = 0.02), and inpatient costs (p = 0.04). Children aged 15 to 19 years were less likely to be discharged home (OR 3.99, p < 0.001), had increased mortality (OR 1.32, p = 0.03) and medical complications (OR 1.84, p < 0.001), and generated increased costs (p < 0.001). CONCLUSIONS The study results have demonstrated that racial minorities, females, older children, and children in lower socioeconomic groups were at increased risk of poor outcomes following TBI, including increased LOS, medical complications, mortality, inpatient costs, and worse hospital disposition. Public education and targeted funding for these groups will ensure that all children have equal opportunity for optimal clinical outcomes following TBI.
Collapse
Affiliation(s)
| | - Pious D Patel
- 1Vanderbilt University School of Medicine, Nashville
| | - Sanjana Salwi
- 1Vanderbilt University School of Medicine, Nashville
| | - Harold N Lovvorn Iii
- 2Department of Pediatric Surgery, Vanderbilt University Medical Center, Nashville; and
| | - Robert Naftel
- 3Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| |
Collapse
|
48
|
Gao S, Fabio A, Rosario BL, Kelly MK, Beers SR, Bell MJ, Wisniewski SR. Characteristics Associated with the Use of an Inpatient Rehabilitation or Skilled Nursing Facility after Acute Care in Children with Severe Traumatic Brain Injury. Dev Neurorehabil 2021; 24:466-477. [PMID: 33872126 PMCID: PMC8429094 DOI: 10.1080/17518423.2021.1908441] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
To characterize inpatient rehabilitation services for children with severe traumatic brain injury (TBI), we included 254 children, whose parents/guardians reported receipt of rehabilitation within a 12-month follow-up period, from a multinational observational study. Children discharged to an inpatient rehabilitation or skilled nursing facility after acute care were classified into the "inpatient rehabilitation" group, and children discharged home after acute care were classified into the "non-inpatient rehabilitation" group. Multivariable regression analyses determined the associations of sociodemographic and clinical characteristics with rehabilitation groups. Children receiving inpatient rehabilitation had a shorter length of acute hospitalization. Children from the UK were less likely to receive inpatient rehabilitation compared to children from the US. Future studies are warranted to extend current findings by identifying the reasons behind differential access to inpatient rehabilitation among children with severe TBI.
Collapse
Affiliation(s)
- Shiyao Gao
- Epidemiology Data Center, University of Pittsburgh
| | | | | | | | - Sue R. Beers
- Department of Psychiatry, University of Pittsburgh
| | - Michael J. Bell
- Department of Pediatrics, Division of Critical Care Medicine, Children’s National Hospital
| | | |
Collapse
|
49
|
Richie EA, Nugent JG, Raslan AM. Racial and Ethnic Inequities in Mortality During Hospitalization for Traumatic Brain Injury: A Call to Action. Front Surg 2021; 8:690971. [PMID: 34150842 PMCID: PMC8207515 DOI: 10.3389/fsurg.2021.690971] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 05/06/2021] [Indexed: 01/05/2023] Open
Abstract
The health disparities which drive inequities in health outcomes have long plagued our already worn healthcare system and are often dismissed as being a result of social determinants of health. Herein, we explore the nature of these inequities by comparing outcomes for racial and ethnic minorities patients suffering from traumatic brain injury (TBI). We retrospectively reviewed all patients enrolled in the Trauma One Database at the Oregon Health & Science University Hospital from 2006 to October 2017 with an abbreviated injury scale (AIS) for the head or neck >2. Racial and ethnic minority patients were defined as non-White or Hispanic. A total of 6,352 patients were included in our analysis with 1,504 in the racial and ethnic minority cohort vs. 4,848 in the non-minority cohort. A propensity score (PS) model was generated to account for differences in baseline characteristics between these cohorts to generate 1,500 matched pairs. The adjusted hazard ratio for in-hospital mortality for minority patients was 2.21 [95% Confidence Interval (CI) 1.43-3.41, p < 0.001] using injury type, probability of survival, and operative status as covariates. Overall, this study is the first to specifically look at racial and ethnic disparities in the field of neurosurgical trauma. This research has demonstrated significant inequities in the mortality of TBI patients based on race and ethnicity and indicates a substantive need to reshape the current healthcare system and advocate for safer and more supportive pre-hospital social systems to prevent these life-threatening sequelae.
Collapse
Affiliation(s)
- Emma A Richie
- Department of Neurological Surgery, Oregon Health and Science University, Portland, OR, United States
| | - Joseph G Nugent
- Department of Neurological Surgery, Oregon Health and Science University, Portland, OR, United States
| | - Ahmed M Raslan
- Department of Neurological Surgery, Oregon Health and Science University, Portland, OR, United States
| |
Collapse
|
50
|
Evans E, Krebill C, Gutman R, Resnik L, Zonfrillo MR, Lueckel SN, Zhang W, Kumar RG, Dams-O'Connor K, Thomas KS. Functional motor improvement during inpatient rehabilitation among older adults with traumatic brain injury. PM R 2021; 14:417-427. [PMID: 34018693 DOI: 10.1002/pmrj.12644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 04/21/2021] [Accepted: 05/07/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Older adults comprise an increasingly large proportion of patients with traumatic brain injury (TBI) receiving care in inpatient rehabilitation facilities (IRF). However, high rates of comorbidities and evidence of declining preinjury health among older adults who sustain TBI raise questions about their ability to benefit from IRF care. OBJECTIVES To describe the proportion of older adults with TBI who exhibited minimal detectable change (MDC) and a minimally clinically important difference (MCID) in motor function from IRF admission to discharge; and to identify characteristics associated with clinically meaningful improvement in motor function and better discharge functional status. DESIGN This retrospective cohort study used Medicare administrative data probabilistically linked to the National Trauma Data Bank to estimate the proportion of patients whose motor function improved during inpatient rehabilitation and identify factors associated with meaningful improvement in motor function and motor function at discharge. SETTING Inpatient rehabilitation facilities in the United States. PATIENTS Fee-for-service Medicare beneficiaries with TBI. MAIN OUTCOME MEASURES Minimal Detectable Change (MDC) and Minimally Clinically Important Difference (MCID) in the Functional Independence Measure motor (FIM-M) score from admission to discharge, and FIM-M score at IRF discharge. RESULTS From IRF admission to discharge 84% of patients achieved the MDC threshold, and 68% of patients achieved the MCID threshold for FIM-M scores. Factors associated with a higher probability of achieving the MCID for FIM-M scores included better admission motor and cognitive function, lower comorbidity burden, and a length of stay longer than 10 days but only among individuals with lower admission motor function. Older age was associated with a lower FIM-M discharge score, but not the probability of achieving the MCID in FIM-M score. CONCLUSION Older adults with TBI have the potential to improve their motor function with IRF care. Baseline functional status and comorbidity burden, rather than acute injury severity, should be used to guide care planning.
Collapse
Affiliation(s)
- Emily Evans
- Department of Health Services, Policy and Practice, Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Cicely Krebill
- Warren Alpert School of Medicine of Brown University, Providence, Rhode Island, USA
| | - Roee Gutman
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Linda Resnik
- Department of Health Services, Policy and Practice, Center for Gerontology and Healthcare Research, Brown University School of Public Health and Providence VA Medical Center, Providence, Rhode Island, USA
| | - Mark R Zonfrillo
- Departments of Emergency Medicine and Pediatrics, Warren Alpert School of Medicine of Brown University, Providence, Rhode Island, USA
| | - Stephanie N Lueckel
- Division of Acute Care Surgery and Surgical Critical Care, Rhode Island Hospital, Warren Alpert School of Medicine of Brown University, Providence, Rhode Island, USA
| | - Wenhan Zhang
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Raj G Kumar
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Kristen Dams-O'Connor
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Kali S Thomas
- Department of Health Services, Policy and Practice, Center for Gerontology and Healthcare Research, Brown University School of Public Health and Providence VA Medical Center, Providence, Rhode Island, USA
| |
Collapse
|