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Greiss C, Berkowitz A, Chan JP, Ferber A. Rehabilitation Considerations in Women with Traumatic Brain Injury. Phys Med Rehabil Clin N Am 2025; 36:239-251. [PMID: 40210359 DOI: 10.1016/j.pmr.2024.11.002] [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: 04/12/2025]
Abstract
This review highlights the physiological, hormonal, and hematological changes following traumatic brain injury (TBI) in women. Younger women may experience worse outcomes due to higher cerebral pressures, while hormonal changes during menstruation, pregnancy, and menopause further influence TBI recovery. Postmenopausal women face higher risks of osteoporosis and fall-related TBIs. Psychological impacts include higher rates of depression, anxiety, and posttraumatic stress disorder. Social challenges and sexual dysfunction are prevalent, impacting community and vocational reintegration. Tailored rehabilitation addressing these gender-specific factors is crucial for improving outcomes for female patients with TBI across their lifespan.
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Affiliation(s)
- Christine Greiss
- Department of Physical Medicine and Rehabilitation, JFK Johnson Rehabilitation Institute, Hackensack Meridian Health, 65 James Street, Edison, NJ 08820, USA.
| | - Arielle Berkowitz
- Department of Physical Medicine and Rehabilitation, JFK Johnson Rehabilitation Institute, Hackensack Meridian Health, 65 James Street, Edison, NJ 08820, USA
| | - Jessie P Chan
- Department of Physical Medicine and Rehabilitation, JFK Johnson Rehabilitation Institute, Hackensack Meridian Health, 65 James Street, Edison, NJ 08820, USA
| | - Ally Ferber
- Department of Physical Medicine and Rehabilitation, JFK Johnson Rehabilitation Institute, Hackensack Meridian Health, 65 James Street, Edison, NJ 08820, USA
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2
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Sathananthan N, Morris EMJ, das Nair R, Gillanders D, Wright B, Wong D. Evaluating the VaLiANT (Valued Living After Neurological Trauma) group intervention for improving adjustment to life with acquired brain injury: A pilot randomized controlled trial. Neuropsychol Rehabil 2025:1-29. [PMID: 40101111 DOI: 10.1080/09602011.2025.2476074] [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: 11/15/2024] [Accepted: 02/28/2025] [Indexed: 03/20/2025]
Abstract
There is a need for accessible rehabilitation that promotes meaningful participation, wellbeing, and adjustment to life with acquired brain injury (ABI). VaLiANT (Valued Living After Neurological Trauma) is an 8-week holistic group intervention that integrates Acceptance and Commitment Therapy (ACT) and cognitive rehabilitation techniques to support adjustment and meaningful reengagement in life. This Phase II pilot randomized controlled trial explored feasibility and preliminary efficacy signals to determine the viability of a larger trial. Adults (>3 months post-ABI) were randomly allocated to VaLiANT plus treatment-as-usual (TAU), or TAU waitlist-control, with assessments at baseline, post-intervention (8 weeks), and follow-up (16 weeks). Feasibility criteria included recruitment, dropout, outcome assessment completion, adherence, and delivery fidelity. Preliminary treatment effects were assessed on a range of adjustment-related outcomes using mixed linear models, proportions of reliable change, and minimal clinically important differences. 54 participants were recruited (Mage = 50.6, Myears-post-injury = 5.4) predominately with stroke (52%) and traumatic brain injury (22%). All feasibility criteria were met. Treatment effects were identified on measures of psychological distress, experiential avoidance, valued living, and self-identity, but not meaningful participation, quality-of-life, or wellbeing. A larger trial is viable but VaLiANT will benefit from refinement first to improve its impact on all intended outcomes.Trial registration: ACTRN12619001243101.
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Affiliation(s)
- Nick Sathananthan
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Eric M J Morris
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Roshan das Nair
- Health Division, SINTEF, Trondheim, Norway
- Institute of Mental Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - David Gillanders
- School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Bradley Wright
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Dana Wong
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
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3
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Ponsford JL, Portelli P, Vakil E, Downing MG. The processing of verbal memories after traumatic brain injury. Clin Neuropsychol 2025; 39:100-116. [PMID: 38984770 DOI: 10.1080/13854046.2024.2374043] [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: 10/29/2023] [Accepted: 06/25/2024] [Indexed: 07/11/2024]
Abstract
Objective: Memory dysfunction is a persistent cognitive symptom following traumatic brain injury (TBI), negatively impacting capacity for independent living and productivity. Traditional scoring of neuropsychological memory tests does not allow for differentiation of specific impairments of encoding, consolidation and/or retrieval, or the potential impact of strategy deficits. Method: The current study examined performance of 142 moderate-to-severe TBI participants and 68 demographically matched healthy controls on the Rey Auditory Verbal Learning Test (RAVLT) using Item Specific Data Analysis (ISDA) and strategy use analyses. Results: Results revealed significantly greater impairments in encoding, consolidation, and retrieval in TBI participants, compared to controls. Encoding deficits significantly explained the most variance in the long-delayed recall of TBI participants, followed by consolidation, and then retrieval. Participants with TBI showed a reduced ability to spontaneously apply strategies during learning, evident in decreased subjective clusters and increased word omissions, compared to controls. No difference was found between groups in passive learning strategy application, shown through serial clustering. Spontaneous strategy measures both uniquely accounted for variance in the encoding ability of TBI participants. Conclusions: These findings highlight the potential value in using ISDA and strategy use measures to assess RAVLT results to better characterize individual memory profiles and inform rehabilitative interventions.
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Affiliation(s)
- Jennie L Ponsford
- Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
- School of Psychological Sciences, Monash University, Melbourne, Australia
- Epworth HealthCare, Melbourne, Australia
| | - Pagan Portelli
- Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
- School of Psychological Sciences, Monash University, Melbourne, Australia
| | - Eli Vakil
- Department of Psychology and Leslie and Susan Gonda (Goldschmied) Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat-Gan, Israel
| | - Marina G Downing
- Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
- School of Psychological Sciences, Monash University, Melbourne, Australia
- Epworth HealthCare, Melbourne, Australia
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Dudek E, Williams MW, Kew CLN, DeMello A, Wright B, Holland AB, Day-Gorman A, Gonzalez AS, Leon Novelo L, Liu X, Juengst SB. A Directed Content Analysis for Greatest Problems Among People With and Without Traumatic Brain Injury. Arch Phys Med Rehabil 2025; 106:42-50. [PMID: 39187005 PMCID: PMC11695172 DOI: 10.1016/j.apmr.2024.08.008] [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: 03/05/2024] [Revised: 08/15/2024] [Accepted: 08/16/2024] [Indexed: 08/28/2024]
Abstract
OBJECTIVE To characterize the greatest problem or need among individuals with a history of traumatic brain injury (TBI), as compared with individuals with a history of other neurologic conditions, mental health conditions, and no history of neurologic or mental health conditions. DESIGN A directed content analysis of open-text responses to a single online survey question using a framework guided by the Mayo-Portland Adaptability Inventory-4. SETTING Community. PARTICIPANTS A total of 2861 community-dwelling adults (n=274 with TBI; n=289 with other neurologic conditions besides TBI; n=454 with mental health conditions but no neurologic conditions; and n=1844 controls). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Open-text responses to the survey prompt: "What was your greatest problem or need over the past 2 weeks?" RESULTS The Participation index comprised the greatest proportion of responses across all 4 participant groups. A quarter (25.4%) of controls reported None (no problem/need), whereas only 7.9%-10.7% of participants in all other groups reported None. Among all groups, individuals with TBI reported the greatest proportion of problems in the Adjustment and Ability indices. Among people with TBI, Money Management (19.7%), None (10.6%), and Anxiety (7.7%) were the 3 most frequently reported problems. Compared with individuals with mild TBI (mTBI), individuals with moderate-to-severe TBI (msTBI) reported a higher proportion of problems in the Ability and Adjustment indices. Among individuals with msTBI, the Adjustment index accounted for the greatest proportion of problems. CONCLUSIONS This study employed a person-centered approach to understanding the greatest needs among individuals with TBI. Qualitative differences were observed between individuals with and without TBI, between people with mTBI and msTBI, and across genders among people with TBI. These findings can help guide research and policy toward addressing challenges perceived as highly important by people living in the community with TBI.
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Affiliation(s)
- Emily Dudek
- Department of Psychology, University of Houston, Houston
| | | | - Chung Lin Novelle Kew
- Department of Health Behavior Center for Community Health and Aging, School of Public Health, Texas A&M University, College Station
| | - Annalyn DeMello
- School of Nursing, The University of Texas Medical Branch, Galveston
| | - Brittany Wright
- Department of Physical Medicine & Rehabilitation, UT Southwestern Medical Center, Dallas
| | - Alexandra B Holland
- Department of Population Health and Health Disparities, University of Texas Medical Branch, Galveston
| | | | | | - Luis Leon Novelo
- Department of Data Science, University of Texas Health Sciences Center at Houston, Houston
| | - Xiangyi Liu
- Department of Population Health and Health Disparities, University of Texas Medical Branch, Galveston
| | - Shannon B Juengst
- Department of Physical Medicine & Rehabilitation, UT Southwestern Medical Center, Dallas; Brain Injury Research Center, TIRR Memorial Hermann, Houston; Department of Physical Medicine & Rehabilitation, University of Texas Health Sciences Center at Houston, Houston, TX
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Turner M, Laws M, Griffiths M, Turner K, Dempsey L, Laws SM, Cruickshank T. The relationships between multidimensional sleep health and work productivity in individuals with neurological conditions. J Sleep Res 2024; 33:e14107. [PMID: 38069583 DOI: 10.1111/jsr.14107] [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: 07/16/2023] [Revised: 10/03/2023] [Accepted: 11/02/2023] [Indexed: 07/17/2024]
Abstract
Numerous studies have reported the negative impacts of poor sleep on work productivity in the general population. However, despite the known sleep issues that individuals living with neurological conditions experience, no study has explored its impact on their work productivity. Sleep health is a concept that includes multiple domains of sleep, measured with a combination of objective and subjective measures. Therefore, this study aimed to ascertain the associations between sleep health and its domains and work productivity in individuals with neurological conditions. Sleep health domains were determined through actigraphy data collected over 1 week and sleep questionnaires. Work productivity was assessed via the Work Productivity and Activity Impairment Questionnaire. A comparison of sleep health scores between demographic variables was performed using Mann-Whitney U and Kruskal-Wallis tests. Associations between the sleep health domains and work productivity were performed using linear regression models. There were no significant differences in sleep health scores between sex, smoking status, education level, employment status or any work productivity domain. Individuals with non-optimal sleep timing had greater absenteeism (22.99%) than the optimal group. Individuals with non-optimal sleep quality had an increase in presenteeism (30.85%), work productivity loss (26.44%) and activity impairment (25.81%) compared to those in the optimal group. The findings from this study highlight that self-reported sleep quality has the largest impact on work productivity. Improving individuals' sleep quality through triage for potential sleep disorders or improving their sleep hygiene (sleep behaviour and environment) may positively impact work productivity.
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Affiliation(s)
- Mitchell Turner
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Manja Laws
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Madeline Griffiths
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Kate Turner
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Leah Dempsey
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
| | - Simon M Laws
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
- Curtin Medical School, Curtin University, Bentley, Western Australia, Australia
| | - Travis Cruickshank
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Western Australia, Australia
- Centre for Precision Health, Edith Cowan University, Joondalup, Western Australia, Australia
- Perron Institute for Neurological and Translational Sciences, Perth, Western Australia, Australia
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Morrow EL, Brown-Schmidt S, Duff MC. Memory for Conversation in Traumatic Brain Injury: A Feasibility Study and Preliminary Findings. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024; 67:2343-2352. [PMID: 38861453 PMCID: PMC11253794 DOI: 10.1044/2024_jslhr-23-00420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 03/05/2024] [Accepted: 04/14/2024] [Indexed: 06/13/2024]
Abstract
PURPOSE Despite common clinical complaints about memory for conversation after traumatic brain injury (TBI), the nature and severity of this deficit are unknown. In this research note, we report feasibility and preliminary data from a new conversation memory study protocol. METHOD Participants in this feasibility study were 10 pairs, each including an adult with chronic, moderate-to-severe TBI and their chosen familiar conversation partner. The experiment began with a naturalistic conversation between participants with TBI and their conversation partners. After a filled delay, participants next completed verbal recall for the conversation, which we transcribed and coded for their accuracy relative to the original conversation. Participants also read chosen statements from their original conversation and predicted what each partner would remember in a week. One week later, participants completed a posttest about who said each of the chosen statements, allowing direct comparison to their predictions. RESULTS We successfully collected conversation memory data from all 10 pairs, suggesting that this protocol is feasible for future study. In this preliminary sample, people with TBI and their conversation partners did not differ in the accuracy of their recall for the conversation about 20 min after it occurred. When asked to predict their partner's delayed memory, conversation partners were less accurate than participants with TBI because they underestimated how much their partners with TBI would remember. CONCLUSION Measuring memory for conversation in TBI is feasible and may advance the characterization of cognitive-communication impairment in TBI, and its heterogeneity, in everyday contexts. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.25927513.
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Affiliation(s)
- Emily L. Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN
| | | | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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Karcz K, Schwegler U, Schiffmann B, Finger ME. Risk factors and service gaps affecting a sustainable work: a qualitative multi-stakeholder analysis in the context of persons with acquired brain injury living in Switzerland. BMC Health Serv Res 2024; 24:753. [PMID: 38902701 PMCID: PMC11188514 DOI: 10.1186/s12913-024-11128-3] [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: 05/23/2023] [Accepted: 05/21/2024] [Indexed: 06/22/2024] Open
Abstract
INTRODUCTION Along with the social and economic challenges posed by an aging society, creating work conditions that allow persons to stay healthy and work into old age has become a major task of Western societies. Retaining employment after returning to work is particularly difficult for individuals with a disability, as evidenced by the high rate of premature labor market dropout. Individuals with acquired brain injury (ABI) exemplify this challenge, as it often impairs cognitive, technical, and interpersonal abilities that are crucial in today's labor market. To effectively support these individuals, vocational integration practitioners require comprehensive knowledge of risk factors for premature labor market dropout and effective strategies for sustainable work. OBJECTIVE This study aimed to identify perceived risk factors and related service gaps regarding sustainable work for people with ABI, as reported by affected individuals, employers, vocational integration professionals, and health professionals. METHODS Secondary data analysis. Data that was originally collected through seven focus groups and two interviews with persons with ABI, 15 interviews with employers, and 13 interviews with vocational integration and health professionals in the context of the project 'Sustainable employment' was re-analysed thematically. RESULTS Two major themes of risk factors were identified: (1) person-related factors (including the subthemes: post-ABI impairments; lack of understanding of post-ABI impairments; poor health management) and (2) environment-related factors (including the subthemes: challenges related to the service structure; insufficient knowledge and education about ABI; challenges at the workplace; difficulties in private life). While stakeholders noted the variety of the currently available services, they particularly pointed to the missing long-term monitoring and counseling services for persons with ABI following the initial return-to-work, reflecting a major challenge for sustainable work. An overarching gap related to the fragmentation of the service structure and the lack of case coordination along the working life. CONCLUSIONS Multiple stakeholders emphasized the importance of empowering individuals, ensuring easy access to professional support, and providing a suitable work environment to address key risk factors and facilitate sustainable work for individuals with ABI. Continuous coaching, long-term monitoring and counseling following return-to-work, were identified as potential strategies to achieve these goals.
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Affiliation(s)
- Katarzyna Karcz
- Swiss Paraplegic Research, Guido A. Zäch Strasse 4, Nottwil, 6207, Switzerland.
| | - Urban Schwegler
- Swiss Paraplegic Research, Guido A. Zäch Strasse 4, Nottwil, 6207, Switzerland
- Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Barbara Schiffmann
- Swiss Paraplegic Research, Guido A. Zäch Strasse 4, Nottwil, 6207, Switzerland
| | - Monika E Finger
- Swiss Paraplegic Research, Guido A. Zäch Strasse 4, Nottwil, 6207, Switzerland
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Belding JN, Bonkowski J, Englert R. Traumatic brain injury and occupational risk of low-level blast exposure on adverse career outcomes: an examination of administrative and medical separations from Service (2005-2015). Front Neurol 2024; 15:1389757. [PMID: 38689879 PMCID: PMC11058224 DOI: 10.3389/fneur.2024.1389757] [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: 02/22/2024] [Accepted: 04/02/2024] [Indexed: 05/02/2024] Open
Abstract
Introduction Although traumatic brain injury (TBI) has been linked with adverse long-term health, less research has examined whether TBI is linked with non-clinical outcomes including involuntary job loss. Symptoms associated with TBI may influence one's ability to maintain gainful employment including employment in the U.S. military. That influence may impact military service members with exposure to repetitive low-level blast (LLB). Understanding the association between TBI and involuntary job loss outcomes among military populations is particularly important as it may be associated with differences in eligibility for post-service benefits. The purpose of the present research was to determine whether (1) TBI and related conditions are associated with involuntary job loss (i.e., medical and administrative separations from service) among military personnel, and (2) occupational risk of LLB is associated with involuntary job loss in both the presence and absence of clinical diagnoses of TBI and related conditions. Method This research leveraged population-level data from the Career History Archival Medical and Personnel System for enlisted personnel who served on active duty between 2005-2015. Risk of LLB exposure was categorized using military occupational specialty as a proxy. Medical diagnoses were identified using ICD-9 codes. Separations for medical and administrative reasons were identified. Results Risk for administrative separation differed across medical diagnoses of interest, but those who worked in high-risk occupations were more likely to be administratively separated than those working in low-risk occupations. Risk for medical separation was associated with occupational risk of LLB and each of the diagnoses of interest, though significant interactions suggested that the effects of certain diagnoses of interest (e.g., concussion, cognitive problems, postconcussive syndrome, migraines) on medical separations was greater among those working in high-risk occupations. Discussion Taken together, the present research suggests that TBI and associated medical conditions, as well as occupational risk of LLB, are associated with long-term involuntary job loss for medical reasons. This study is the first to demonstrate involuntary military job loss outcomes associated with TBI, mental health conditions, and conditions associated with blast exposure using both inpatient and outpatient population-level data and may have important implications for civilian employment and post-service benefits.
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Affiliation(s)
| | - James Bonkowski
- Naval Health Research Center, San Diego, CA, United States
- Leidos, Inc., San Diego, CA, United States
| | - Robyn Englert
- Naval Health Research Center, San Diego, CA, United States
- Leidos, Inc., San Diego, CA, United States
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Gabbe BJ, Keeves J, McKimmie A, Gadowski AM, Holland AJ, Semple BD, Young JT, Crowe L, Ownsworth T, Bagg MK, Antonic-Baker A, Hicks AJ, Hill R, Curtis K, Romero L, Ponsford JL, Lannin NA, O'Brien TJ, Cameron PA, Cooper DJ, Rushworth N, Fitzgerald M. The Australian Traumatic Brain Injury Initiative: Systematic Review and Consensus Process to Determine the Predictive Value of Demographic, Injury Event, and Social Characteristics on Outcomes for People With Moderate-Severe Traumatic Brain Injury. J Neurotrauma 2024. [PMID: 38115598 DOI: 10.1089/neu.2023.0461] [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: 12/21/2023] Open
Abstract
The objective of the Australian Traumatic Brain Injury (AUS-TBI) Initiative is to develop a data dictionary to inform data collection and facilitate prediction of outcomes of people who experience moderate-severe TBI in Australia. The aim of this systematic review was to summarize the evidence of the association between demographic, injury event, and social characteristics with outcomes, in people with moderate-severe TBI, to identify potentially predictive indicators. Standardized searches were implemented across bibliographic databases to March 31, 2022. English-language reports, excluding case series, which evaluated the association between demographic, injury event, and social characteristics, and any clinical outcome in at least 10 patients with moderate-severe TBI were included. Abstracts and full text records were independently screened by at least two reviewers in Covidence. A pre-defined algorithm was used to assign a judgement of predictive value to each observed association. The review findings were discussed with an expert panel to determine the feasibility of incorporation of routine measurement into standard care. The search strategy retrieved 16,685 records; 867 full-length records were screened, and 111 studies included. Twenty-two predictors of 32 different outcomes were identified; 7 were classified as high-level (age, sex, ethnicity, employment, insurance, education, and living situation at the time of injury). After discussion with an expert consensus group, 15 were recommended for inclusion in the data dictionary. This review identified numerous predictors capable of enabling early identification of those at risk for poor outcomes and improved personalization of care through inclusion in routine data collection.
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Affiliation(s)
- Belinda J Gabbe
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Health Data Research UK, Swansea University Medical School, Swansea University, Singleton Park, United Kingdom
| | - Jemma Keeves
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin School of Population Health, Curtin University, Bentley, WA, Australia
| | - Ancelin McKimmie
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Adelle M Gadowski
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Andrew J Holland
- The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, University of Sydney School of Medicine, Westmead, Australia
| | - Bridgette D Semple
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
| | - Jesse T Young
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
- Clinical Sciences Murdoch Children's Research Institute, Parkville, VIC, Australia
- School of Population and Global Health, The University of Western Australia, Perth, WA, Australia
- Justice Health Group, Curtin School of Population Health, Curtin University, Bentley, WA, Australia
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Louise Crowe
- Clinical Sciences Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Tamara Ownsworth
- School of Applied Psychology and the Hopkins Centre, Griffith University, Brisbane, Australia
| | - Matthew K Bagg
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin School of Population Health, Curtin University, Bentley, WA, Australia
- Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, NSW, Australia
- School of Health Sciences, University of Notre Dame Australia, Fremantle, WA, Australia
| | - Ana Antonic-Baker
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
| | - Amelia J Hicks
- Monash-Epworth Rehabilitation Research Centre, Epworth Healthcare, Melbourne, VIC, Australia
- School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
| | - Regina Hill
- Regina Hill Effective Consulting Pty. Ltd., Melbourne, VIC, Australia
| | - Kate Curtis
- Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
- Illawarra Shoalhaven LHD, Wollongong, NSW, Australia
- George Institute for Global Health, Newtown, NSW, Australia
| | | | - Jennie L Ponsford
- Monash-Epworth Rehabilitation Research Centre, Epworth Healthcare, Melbourne, VIC, Australia
- School of Psychological Sciences, Monash University, Melbourne, VIC, Australia
| | - Natasha A Lannin
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
- Alfred Health, Melbourne, VIC, Australia
| | - Terence J O'Brien
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, VIC, Australia
| | - Peter A Cameron
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- National Trauma Research Institute, Melbourne, VIC, Australia
- Emergency and Trauma Centre, The Alfred Hospital, Melbourne, VIC, Australia
| | - D Jamie Cooper
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Department of Intensive Care and Hyperbaric Medicine, The Alfred, Melbourne, VIC, Australia
| | | | - Melinda Fitzgerald
- Perron Institute for Neurological and Translational Science, Nedlands, WA, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin School of Population Health, Curtin University, Bentley, WA, Australia
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10
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Ayton A, Hicks AJ, Spitz G, Ponsford J. The utility of the Cognitive Reserve Index questionnaire in chronic traumatic brain injury. Clin Neuropsychol 2024; 38:182-201. [PMID: 37035985 DOI: 10.1080/13854046.2023.2196441] [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: 09/04/2022] [Accepted: 03/23/2023] [Indexed: 04/11/2023]
Abstract
Objective: This study examined the relationship between cognitive reserve measured with the Cognitive Reserve Index questionnaire (CRIq) and cognitive and functional outcomes in a chronic traumatic brain injury (TBI) cohort compared to a non-TBI cohort. The utility of the CRIq was compared to common proxies of cognitive reserve (premorbid IQ and years of education) in TBI and non-TBI cohorts. Method: Participants were 105 individuals with moderate-severe TBI (10-33 years post injury) and 91 participants without TBI. Cognitive outcome was examined across four cognitive factors; verbal memory, visual ability and memory, executive attention, and episodic memory. Functional outcome was measured using the Glasgow Outcome Scale Extended. The CRIq total score and three subscale scores (education, work, leisure) were examined. Results: In the TBI cohort, associations were identified between two CRIq subscales and cognitive factors (CRIq education and verbal memory; CRIq work and executive attention). There were no associations between CRIq leisure and cognitive outcomes, or between CRIq and functional outcome. Model selection statistics suggested premorbid IQ and years of education provided a better fit than the CRIq for the relationship between cognitive reserve with two cognitive factors and functional outcome, with neither model providing an improved fit for the remaining two cognitive factors. This finding was broadly consistent in the non-TBI cohort. Conclusion: Cognitive reserve contributes significantly to long-term clinical outcomes following moderate-severe TBI. The relationship between cognitive reserve and long-term cognitive and functional outcomes following TBI is best characterised with traditional proxies of cognitive reserve, mainly premorbid IQ, rather than the CRIq.
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Affiliation(s)
- Amber Ayton
- Monash-Epworth Rehabilitation Research Centre, Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Amelia J Hicks
- Monash-Epworth Rehabilitation Research Centre, Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Gershon Spitz
- Monash-Epworth Rehabilitation Research Centre, Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Jennie Ponsford
- Monash-Epworth Rehabilitation Research Centre, Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
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11
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Van Deynse H, Cools W, De Deken VJ, Depreitere B, Hubloue I, Kimpe E, Moens M, Pien K, Tisseghem E, Van Belleghem G, Putman K. Predicting return to work after traumatic brain injury using machine learning and administrative data. Int J Med Inform 2023; 178:105201. [PMID: 37657205 DOI: 10.1016/j.ijmedinf.2023.105201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 07/02/2023] [Accepted: 08/23/2023] [Indexed: 09/03/2023]
Abstract
BACKGROUND Accurate patient-specific predictions on return-to-work after traumatic brain injury (TBI) can support both clinical practice and policymaking. The use of machine learning on large administrative data provides interesting opportunities to create such prognostic models. AIM The current study assesses whether return-to-work one year after TBI can be predicted accurately from administrative data. Additionally, this study explores how model performance and feature importance change depending on whether a distinction is made between mild and moderate-to-severe TBI. METHODS This study used a population-based dataset that combined discharge, claims and social security data of patients hospitalized with a TBI in Belgium during the year 2016. The prediction of TBI was attempted with three algorithms, elastic net logistic regression, random forest and gradient boosting and compared in their performance by their accuracy, sensitivity, specificity and area under the receiver operator curve (ROC AUC). RESULTS The distinct modelling algorithms resulted in similar results, with 83% accuracy (ROC AUC 85%) for a binary classification of employed vs. not employed and up to 76% (ROC AUC 82%) for a multiclass operationalization of employment outcome. Modelling mild and moderate-to-severe TBI separately did not result in considerable differences in model performance and feature importance. The features of main importance for return-to-work prediction were related to pre-injury employment. DISCUSSION While clearly offering some information beneficial for predicting return-to-work, administrative data needs to be supplemented with additional information to allow further improvement of patient-specific prognose.
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Affiliation(s)
- Helena Van Deynse
- Interuniversity Centre for Health Economics Research (I-CHER), Vrije Universiteit Brussel, Brussels, Belgium.
| | - Wilfried Cools
- Support for Quantitative and Qualitative Research (SQUARE), Vrije Universiteit Brussel, Brussels, Belgium
| | - Viktor-Jan De Deken
- Interuniversity Centre for Health Economics Research (I-CHER), Vrije Universiteit Brussel, Brussels, Belgium
| | - Bart Depreitere
- Department of Neurosurgery, Universitair Ziekenhuis Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Ives Hubloue
- Department of Emergency Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Eva Kimpe
- Interuniversity Centre for Health Economics Research (I-CHER), Vrije Universiteit Brussel, Brussels, Belgium
| | - Maarten Moens
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Brussels, Belgium; Department of Radiology, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Karen Pien
- Department of Medical Registration, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Ellen Tisseghem
- Interuniversity Centre for Health Economics Research (I-CHER), Vrije Universiteit Brussel, Brussels, Belgium
| | - Griet Van Belleghem
- Interuniversity Centre for Health Economics Research (I-CHER), Vrije Universiteit Brussel, Brussels, Belgium
| | - Koen Putman
- Interuniversity Centre for Health Economics Research (I-CHER), Vrije Universiteit Brussel, Brussels, Belgium
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12
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Worm MS, Kruse M, Valentin JB, Svendsen SW, Nielsen JF, Thomsen JF, Johnsen SP. Acquired Brain Injury Among Adolescents and Young Adults: A Nationwide Study of Labor Market Attachment. JOURNAL OF OCCUPATIONAL REHABILITATION 2023; 33:592-601. [PMID: 36795230 DOI: 10.1007/s10926-023-10097-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/20/2023] [Indexed: 06/18/2023]
Abstract
Purpose Young patients represent a particularly vulnerable group regarding vocational prognosis after an acquired brain injury (ABI). We aimed to investigate how sequelae and rehabilitation needs are associated with vocational prognosis up to 3 years after an ABI in 15-30-year-old patients. Methods An incidence cohort of 285 patients with ABI completed a questionnaire on sequelae and rehabilitation interventions and needs 3 months after the index hospital contact. They were followed-up for up to 3 years with respect to the primary outcome "stable return to education/work (sRTW)", which was defined using a national register of public transfer payments. Data were analyzed using cumulative incidence curves and cause-specific hazard ratios. Results Young individuals reported a high frequency of mainly pain-related (52%) and cognitive sequelae (46%) at 3 months. Motor problems were less frequent (18%), but negatively associated with sRTW within 3 years (adjusted HR 0.57, 95% CI 0.39-0.84). Rehabilitation interventions were received by 28% while 21% reported unmet rehabilitation needs, and both factors were negatively associated with sRTW (adjusted HR 0.66, 95% CI 0.48-0.91 and adjusted HR 0.72, 95% CI 0.51-1.01). Conclusions Young patients frequently experienced sequelae and rehabilitation needs 3 months post ABI, which was negatively associated with long-term labor market attachment. The low rate of sRTW among patients with sequelae and unmet rehabilitation needs indicates an untapped potential for ameliorated vocational and rehabilitating initiatives targeted at young patients.
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Affiliation(s)
- M S Worm
- Department of Neurology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark.
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - M Kruse
- Danish Centre for Health Economics, DaCHE, University of Southern Denmark, Odense, Denmark
| | - J B Valentin
- Department of Clinical Medicine, Danish Center for Clinical Health Services Research, Aalborg University and Aalborg University Hospital, Aalborg, Denmark
| | - S W Svendsen
- Hammel Neurorehabilitation Centre and University Research Clinic, Aarhus University, Aarhus, Denmark
- Danish Ramazzini Centre, Department of Occupational Medicine - University Research Clinic, Herning Hospital, Herning, Denmark
| | - J F Nielsen
- Hammel Neurorehabilitation Centre and University Research Clinic, Aarhus University, Aarhus, Denmark
| | - J F Thomsen
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - S P Johnsen
- Department of Clinical Medicine, Danish Center for Clinical Health Services Research, Aalborg University and Aalborg University Hospital, Aalborg, Denmark
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13
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Libeson L, Ross P, Downing M, Ponsford J. Development and feasibility testing of a psychoeducational tool to support the return to work (RTW) of individuals with traumatic brain injury (TBI): The RTW after TBI app. Neuropsychol Rehabil 2023; 33:1349-1367. [PMID: 35838987 DOI: 10.1080/09602011.2022.2097928] [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: 10/28/2021] [Accepted: 06/29/2022] [Indexed: 10/17/2022]
Abstract
To document the development and clinician evaluation of a psychoeducational and support tool: the return to work after traumatic brain injury app (RTW after TBI app). Co-design of the app involved the collaboration of traumatic brain injury (TBI) /vocational rehabilitation (VR) expert researchers (n = 4) and lived experience co-designers (individuals with TBI who had previously returned to work; n = 4). Twelve TBI/VR clinician reviewers then evaluated the app. Content analysis of TBI/VR clinician reviewers' interviews revealed four themes: content, usability (functional ease of use), utility (applicability to RTW after TBI) and suggestions for improvements. All clinicians reported that they would use the RTW after TBI app in their clinical practice. Although several aspects were reported to potentially limit the app's appropriateness for some TBI clients, many feasible improvements were suggested to address limitations. These improvements aim to increase the utility of the app with a wider range of clients and extend its use to other settings. Future research should evaluate, in a clinical trial, the efficacy of the RTW after TBI app in supporting individuals with TBI and their vocational providers and optimizing RTW success.
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Affiliation(s)
- Lauren Libeson
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
- Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
| | - Pamela Ross
- Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
- Epworth HealthCare, Richmond, Australia
| | - Marina Downing
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
- Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
| | - Jennie Ponsford
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
- Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
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14
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Morrow EL, Mayberry LS, Duff MC. The growing gap: A study of sleep, encoding, and consolidation of new words in chronic traumatic brain injury. Neuropsychologia 2023; 184:108518. [PMID: 36804844 PMCID: PMC10174227 DOI: 10.1016/j.neuropsychologia.2023.108518] [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: 08/19/2022] [Revised: 12/31/2022] [Accepted: 02/16/2023] [Indexed: 02/18/2023]
Abstract
Word learning is an iterative and dynamic process supported by multiple neural and cognitive systems. Converging evidence from behavioral, cellular, and systems neuroscience highlights sleep as an important support for memory and word learning over time. In many lab-based word learning experiments, participants encode and subsequently retrieve newly learned words in a single session. These designs are inadequate to capture the full dynamic word learning process, making them less ecologically valid. Single timepoint studies also limit investigation of the role of behavioral and lifestyle factors, like sleep, in supporting word learning over time. Adults with a history of traumatic brain injury (TBI), who commonly exhibit deficits in the memory systems that support word learning and report concomitant sleep disturbance, provide a unique opportunity to examine the link between memory, sleep, and word learning. Here we examined word learning over time and the influence of sleep on short- and long-term word recall in 50 adults with chronic moderate-severe TBI and 50 demographically matched neurotypical peers. We used a randomized within-participant crossover design to assess immediate encoding of new words and the consolidation of those words over time across intervals that did or did not involve sleep. Participants completed this study over the course of two weeks in their own homes to capture the iterative, dynamic process of real-world word learning. We also measured sleep in free living conditions using actigraphy throughout the experiment. Participants with TBI exhibited a word learning deficit that began at encoding and persisted across time. Critically, this deficit grew over the course of the week. The performance gap between groups was larger at the 1-week post-test than the immediate post-test, suggesting deficits in both encoding and consolidation of new words in individuals with TBI. Participants with and without TBI remembered more words when they slept after learning. Ecologically valid research designs that examine the relationship between memory, sleep, and word learning over time promise to advance mechanistic accounts of word learning and improve the long-term retention of new words in individuals with and without brain injury.
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Affiliation(s)
- Emily L Morrow
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, USA; Department of Medicine, Division of General Internal Medicine & Public Health, Vanderbilt University Medical Center, USA; Center for Health Behavior and Health Education, Vanderbilt University Medical Center, USA.
| | - Lindsay S Mayberry
- Department of Medicine, Division of General Internal Medicine & Public Health, Vanderbilt University Medical Center, USA; Center for Health Behavior and Health Education, Vanderbilt University Medical Center, USA
| | - Melissa C Duff
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, USA
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15
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Morrow EL, Duff MC. Word Learning as a Window to Memory and Rehabilitation Outcomes in Traumatic Brain Injury. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:956-965. [PMID: 36356223 PMCID: PMC10166188 DOI: 10.1044/2022_ajslp-22-00073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/20/2022] [Accepted: 08/15/2022] [Indexed: 05/10/2023]
Abstract
PURPOSE The purpose of this viewpoint is to advocate for increased study of word learning abilities and word learning interventions in traumatic brain injury (TBI). METHOD We describe the word learning process and the unique opportunities afforded by studying each component and stage. Building on discussions at the 2022 International Cognitive-Communication Disorders Conference, we describe how word learning may underlie a variety of functional outcomes after TBI, making it a promising target for rehabilitation. Finally, we discuss principles that may guide study in this critical area to advance outcomes after TBI for children and adults. RESULTS Word learning is a dynamic and iterative process taking place over time and in multiple stages. Thus, studying word learning affords the opportunity to parse the relative contributions of multiple memory systems to different phases and components of the process. However, single-timepoint designs are insufficient to capture the full word learning process, which occurs over time and across contexts. Word learning also presents an opportunity to assess the contributions of behavioral and lifestyle factors (e.g., sleep and exercise) to different memory phases. Understanding these interactions could drive clinical interventions aimed at improving memory through manipulable external behaviors. CONCLUSIONS Word learning is key to success in functional spheres across the life span. The importance of words to daily life remains after TBI, even as the memory systems that support word learning are disrupted. The empirical study of word learning and rehabilitation of word learning deficits in TBI presents a promising new direction in understanding the breadth of neurogenic cognitive-communication disorders and an opportunity to explore a potential driver of functional outcome and impactful rehabilitation target.
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Affiliation(s)
- Emily L. Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
- Division of General Internal Medicine and Public Health, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN
| | - Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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16
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Fure SCR, Howe EI, Andelic N, Brunborg C, Olsen A, Rike PO, Spjelkavik Ø, Enehaug H, Røe C, Løvstad M. Workplace Factors Associated With Return to Work After Mild-to-Moderate Traumatic Brain Injury. J Head Trauma Rehabil 2023; 38:E1-E9. [PMID: 35293367 DOI: 10.1097/htr.0000000000000772] [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: 01/06/2023]
Abstract
OBJECTIVE Sociodemographic and injury-related predictors for return to work (RTW) after mild-to-moderate traumatic brain injury (TBI) have been extensively explored. However, there is a knowledge gap regarding work-related predictors of RTW. The main aim of this study was to explore work-related predictors of work participation 6 and 12 months after mild-to-moderate TBI. SETTING Data were collected at baseline 8 to 12 weeks after injury, and 3, 6, and 12 months after baseline, at a specialized TBI rehabilitation outpatient clinic at Oslo University Hospital, Oslo, Norway. PARTICIPANTS Eligible patients had suffered a mild-to-moderate TBI 8 to 12 weeks previously, were employed 50% or more at time of injury, were between 18 and 60 years of age, and sick listed 50% or more at time of inclusion due to symptoms of TBI (based on the Rivermead Post-Concussion Symptoms Questionnaire). In total, 116 patients were included in a randomized controlled trial, of whom 113 were included in the 1-year analysis. DESIGN Patients were originally included in a randomized controlled trial. There were no between-group differences in RTW after 1 year. Thus, the participants were evaluated as one cohort in this study. MAIN MEASURES The primary outcome measure was work participation 1 year after study inclusion. Work-related predictors were chosen on the basis of previous research and expert opinion and entered into a multivariable linear regression model. The model controlled for sociodemographic and injury-related factors. RESULTS The best-fitting model explained 25% of variation in work participation at 1 year. Significant predictors were predictability, quantitative demands and rewards (recognition) at the workplace, private or public employment, symptom burden at baseline, and sex. CONCLUSION In this study, several work-related predictors outperformed some of the established sociodemographic and injury-related predictors of RTW after TBI, thus stressing the need for further focus and research on amendable predictors of RTW after mild-to-moderate TBI.
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Affiliation(s)
- Silje Christine Reistad Fure
- Department of Physical Medicine and Rehabilitation (Drs Fure, Howe, Andelic, and Røe), and Oslo Centre for Biostatistics and Epidemiology, Research Support Services (Ms Brunborg), Oslo University Hospital, Oslo, Norway; Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society (Drs Fure, Andelic, and Røe), Institute of Clinical Medicine, Faculty of Medicine (Drs Howe and Røe), and Department of Psychology (Dr Løvstad), University of Oslo, Oslo, Norway; Department of Psychology, Norwegian University of Technology and Science, Trondheim, Norway (Dr Olsen); Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway (Dr Olsen); Department of Research, Sunnaas Rehabilitation Hospital Trust, Nesoddtangen, Norway (Drs Rike and Løvstad); Work Research Institute, Oslo Metropolitan University, Oslo, Norway (Mr Spjelkavik and Dr Enehaug)
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17
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Worm MS, Valentin JB, Johnsen SP, Nielsen JF, Svendsen SW. Vocational/educational prognosis in adolescents and young adults with acquired brain injury: a nationwide cohort study. Brain Inj 2022; 37:1-8. [PMID: 36576114 DOI: 10.1080/02699052.2022.2158221] [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: 09/22/2021] [Revised: 07/04/2022] [Accepted: 12/09/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVE To determine prognostic factors for work ability and employment/educational status among young patients referred to outpatient neurorehabilitation clinics after an acquired brain injury. METHODS A nationwide cohort study of 471 15-30-year-old patients who attended an interdisciplinary clinical assessment and provided questionnaire data at baseline and after one year. The outcomes were the Work Ability Score (WAS, 0-10 (best)) and employment/educational status after one year. Prognostic performance was analyzed using univariable regression and multivariable Ridge regression in a five-fold cross-validated procedure. RESULTS Preinjury, 86% of the patients were employed, while the percentage had decreased to 55% at baseline and 52% at follow-up. The model, which included clinical measures of function, showed moderate prognostic performance with respect to WAS (R2=0.29) and employment/educational status (area under the curve (AUC)=0.77). Glasgow Outcome Scale Extended (R2=0.15, AUC=0.68) and the cognitive subscale of the Functional Independence Measure (R2=0.09, AUC=0.64), along with fatigue measured with the Multidimensional Fatigue Inventory (R2=0.15, AUC=0.60) were the single predictors with the highest predictive performance. CONCLUSION Despite generally high scores in motor and cognitive tests, only about half of the patients were employed at baseline and this proportion remained stable. Global disability, cognitive sequelae and fatigue had the highest prognostic performance.
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Affiliation(s)
- M S Worm
- Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - J B Valentin
- Danish Center for Clinical Health Services Research, Department of Clinical Medicine, Aalborg University and Aalborg University Hospital, Aalborg, Denmark
| | - S P Johnsen
- Danish Center for Clinical Health Services Research, Department of Clinical Medicine, Aalborg University and Aalborg University Hospital, Aalborg, Denmark
| | - J F Nielsen
- Hammel Neurorehabilitation Centre and University Research Clinic, Aarhus University, Aarhus, Denmark
| | - S W Svendsen
- Department of Occupational and Environmental Medicine, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark
- Hammel Neurorehabilitation Centre and University Research Clinic, Aarhus University, Aarhus, Denmark
- Department of Public Health, Section of Environmental Health, University of Copenhagen, Copenhagen, Denmark
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18
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Libeson L, Ross P, Downing M, Ponsford J. Exploring employment following traumatic brain injury in persons who completed an insurer funded vocational rehabilitation program in Australia. Disabil Rehabil 2022; 44:7428-7438. [PMID: 34689670 DOI: 10.1080/09638288.2021.1992516] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
PURPOSE To extend the authors' previous research by investigating the maintenance of work performance over time and the long-term experience of employment following traumatic brain injury (TBI). MATERIALS AND METHODS Semi-structured interviews were conducted with a sample of 72 individuals with predominantly severe TBI, up to 10-years post-injury. Thematic analysis of transcribed interviews was conducted. RESULTS Four key themes were identified: brain injury influences on work performance and long-term employment; factors optimising long-term employment; and need for compromise and acceptance, which all impacted the final theme, quality of life outcome. While TBI-related difficulties such as fatigue, cognitive, and emotional difficulties still impacted work many years post-injury, work modifications and employer and vocational rehabilitation (VR) support were important factors optimising long-term employment. The timing of return to work (RTW) was also an important and potentially modifiable factor influencing work performance, which appeared to have long-term effects on the maintenance of employment. Support for acceptance of altered career goals is needed. CONCLUSION Findings support the need for early VR to facilitate employer contact, to maximise adjustment and preparation time before RTW, to educate both employees and employers and to implement work modifications to support continuing employment after TBI.Implications for rehabilitationThe maintenance of employment following TBI is of critical importance for financial independence, psychological and social well-being, and improved quality of life.Injury-related difficulties still impact work performance many years after injury requiring individuals with TBI to continue working in modified roles and for reduced hours over the long-term.Ongoing VR and employer support is needed to facilitate long-term work modifications and compensatory strategies to support work performance.Early VR involvement to facilitate employer contact and maximise adjustment and preparation time before returning to work is necessary to avoid the negative and potentially dire consequences of returning too early.Psychological support to facilitate acceptance of role changes and career compromises is also important.
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Affiliation(s)
- Lauren Libeson
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
| | - Pamela Ross
- Monash-Epworth Rehabilitation Research Centre, Richmond, Australia.,Epworth HealthCare, Richmond, Australia
| | - Marina Downing
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
| | - Jennie Ponsford
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
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19
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Libeson L, Ross P, Downing M, Ponsford J. The experience of employers of individuals with traumatic brain injury. Neuropsychol Rehabil 2022; 32:2580-2602. [PMID: 34461816 DOI: 10.1080/09602011.2021.1969252] [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] [Indexed: 12/30/2022]
Abstract
OBJECTIVES To understand the experience of employers of individuals with traumatic brain injury (TBI) who have received comprehensive vocational rehabilitation (VR), the factors involved in supporting an individual with TBI to return to work (RTW), and the support needs of employers. METHODS 12 employers completed semi-structured interviews, which were recorded, transcribed, and analysed thematically. RESULTS Five main themes were identified: challenges and impact on employer, managing employee post-injury changes, looking after employee wellbeing, managing conflicting emotions, and utilizing sources of support. Although employers received support with operational challenges, findings suggest they were not prepared for the emotional journey. While they struggled to support employees through the difficult process of realizing they could no longer perform at their pre-injury level, employers strove to find appropriate roles and ensure wellbeing for their injured employees. Despite employers' endeavours, they felt this process was demoralizing for some employees. CONCLUSIONS Advising employers on operational as well as emotional support needs of both employees and employers is an ongoing challenge for VR providers. Although unsupportive employers were not well-represented in this sample, the study highlights the challenges faced and strategies used by employers who have a strong personal investment in the successful RTW of their employees.
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Affiliation(s)
- Lauren Libeson
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
| | - Pamela Ross
- Monash-Epworth Rehabilitation Research Centre, Richmond, Australia.,Epworth HealthCare, Richmond, Australia
| | - Marina Downing
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
| | - Jennie Ponsford
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Australia
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20
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Karcz K, Trezzini B, Escorpizo R, Schwegler U, Finger M. Factors associated with sustaining work after an acquired brain injury: a scoping review. Disabil Rehabil 2022; 44:6510-6530. [PMID: 34590966 DOI: 10.1080/09638288.2021.1960439] [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: 09/22/2020] [Revised: 07/05/2021] [Accepted: 07/21/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Maintaining work in the long term represents a major challenge for people with acquired brain injury (ABI) as evidenced by a high rate of premature labour market dropouts. The present study aimed to compile factors associated with working in the long term after sustaining an ABI. MATERIALS AND METHODS We carried out a scoping review synthesizing quantitative and qualitative research conducted between 2000 and 2021. Databases searched comprised PubMed, CINAHL Complete, PsycINFO, Scopus, and Web of Science. RESULTS Ten quantitative and nine qualitative studies were included, all but one from high-resource countries. Quantitative research predominantly comprised longitudinal follow-ups on individuals' work status several years post ABI onset, showing an effect of injury-related and sociodemographic factors. Qualitative studies mostly dealt with work maintenance and revealed a key role of cognitive difficulties, psychological personal factors (e.g., adequate coping strategies) and environmental factors (e.g., flexible work schedules, supportive colleagues). CONCLUSIONS The factors identified in our review should receive particular attention in vocational integration and job retention programs to support work participation of people with ABI in the long term. There is a need for measures that regularly monitor and promote a good match between individuals and their work environment.Implications for RehabilitationPeople with acquired brain injury (ABI) often have long-lasting and invisible injury-related difficulties that hamper their labour market participation.Factors identified as positively associated with working in the long term, such as coping strategies and self-awareness, should be strengthened.Future interventions should educate affected persons, employers and health care professionals about long-lasting injury-related difficulties and promote a supportive work environment for people with ABI.Prolonged availability of vocational services could be beneficial for supporting work maintenance of people with ABI.
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Affiliation(s)
- Katarzyna Karcz
- Work and Integration Group, Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Bruno Trezzini
- Work and Integration Group, Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Reuben Escorpizo
- Work and Integration Group, Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Rehabilitation and Movement Science, The University of Vermont, USA
| | - Urban Schwegler
- Work and Integration Group, Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Monika Finger
- Work and Integration Group, Swiss Paraplegic Research, Nottwil, Switzerland
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
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21
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Yabuno S, Yasuhara T, Murai S, Yumoto T, Naito H, Nakao A, Date I. Predictive Factors of Return Home and Return to Work for Intensive Care Unit Survivors after Traumatic Brain Injury with a Follow-up Period of 2 Years. Neurol Med Chir (Tokyo) 2022; 62:465-474. [PMID: 36130904 PMCID: PMC9637400 DOI: 10.2176/jns-nmc.2022-0149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Intensive care unit (ICU) survivors after traumatic brain injury (TBI) frequently have serious disabilities with subsequent difficulty in reintegration into society. We aimed to investigate outcomes for ICU survivors after moderate to severe TBI (msTBI) and to identify predictive factors of return home (RH) and return to work (RTW). This single-center retrospective cohort study was conducted on all trauma patients admitted to the emergency ICU of our hospital between 2013 and 2017. Of these patients, adult (age ≥ 18 years) msTBI patients with head Abbreviated Injury Scale ≥ 3 were extracted. We performed univariate/multivariate logistic regression analyses to explore the predictive factors of RH and RTW. Among a total of 146 ICU survivors after msTBI, 107 were included (median follow-up period: 26 months). The RH and RTW rates were 78% and 35%, respectively. Multivariate analyses revealed that the predictive factors of RH were age < 65 years (P < 0.001), HR < 76 bpm (P = 0.015), platelet count ≥ 19 × 104/μL (P = 0.0037), D-dimer < 26 μg/mL (P = 0.034), and Glasgow Coma Scale (GCS) score > 8 (P = 0.0015). Similarly, the predictive factors of RTW were age < 65 years (P < 0.001) and GCS score > 8 (P = 0.0039). This study revealed that “age” and “GCS score on admission” affected RH and RTW for ICU survivors after msTBI.
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Affiliation(s)
- Satoru Yabuno
- Department of Neurological Surgery, Okayama University Faculty of Medicine, Dentistry and Pharmaceutical Sciences
| | - Takao Yasuhara
- Department of Neurological Surgery, Okayama University Faculty of Medicine, Dentistry and Pharmaceutical Sciences
| | - Satoshi Murai
- Department of Neurosurgery, National Hospital Organization Iwakuni Clinical Center
| | - Tetsuya Yumoto
- Department of Emergency, Critical Care, and Disaster Medicine, Okayama University Faculty of Medicine, Dentistry and Pharmaceutical Sciences
| | - Hiromichi Naito
- Department of Emergency, Critical Care, and Disaster Medicine, Okayama University Faculty of Medicine, Dentistry and Pharmaceutical Sciences
| | - Atsunori Nakao
- Department of Emergency, Critical Care, and Disaster Medicine, Okayama University Faculty of Medicine, Dentistry and Pharmaceutical Sciences
| | - Isao Date
- Department of Neurological Surgery, Okayama University Faculty of Medicine, Dentistry and Pharmaceutical Sciences
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Van Deynse H, Cools W, Depreitere B, Hubloue I, Ilunga Kazadi C, Kimpe E, Pien K, Van Belleghem G, Putman K. Traumatic brain injury hospitalizations in Belgium: A brief overview of incidence, population characteristics, and outcomes. Front Public Health 2022; 10:916133. [PMID: 36003627 PMCID: PMC9393642 DOI: 10.3389/fpubh.2022.916133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 07/18/2022] [Indexed: 11/28/2022] Open
Abstract
Background There is a need for complete and accurate epidemiological studies for traumatic brain injury (TBI). Secondary use of administrative data can provide country-specific population data across the full spectrum of disease. Aim This study aims to provide a population-based overview of Belgian TBI hospital admissions as well as their health-related and employment outcomes. Methods A combined administrative dataset with deterministic linkage at individual level was used to assess all TBI hospitalizations in Belgium during the year 2016. Discharge data were used for patient selection and description of injuries. Claims data represented the health services used by the patient and health-related follow-up beyond hospitalization. Finally, social security data gave insight in changes to employment situation. Results A total of 17,086 patients with TBI were identified, with falls as the predominant cause of injury. Diffuse intracranial injury was the most common type of TBI and 53% had injuries to other body regions as well. In-hospital mortality was 6%. The median length of hospital stay was 2 days, with 20% being admitted to intensive care and 28% undergoing surgery. After hospitalization, 23% had inpatient rehabilitation. Among adults in the labor force pre-injury, 72% of patients with mild TBI and 59% with moderate-to-severe TBI returned to work within 1 year post-injury. Discussion Administrative data are a valuable resource for population research. Some limitations need to be considered, however, which can in part be overcome by enrichment of administrative datasets with other data sources such as from trauma registries.
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Affiliation(s)
- Helena Van Deynse
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Wilfried Cools
- Interfaculty Center Data Processing and Statistics, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bart Depreitere
- Department of Neurosurgery, Universitair Ziekenhuis Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Ives Hubloue
- Department of Emergency Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Carl Ilunga Kazadi
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Eva Kimpe
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Karen Pien
- Department of Medical Registration, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Griet Van Belleghem
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Koen Putman
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
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23
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Duff MC, Morrow EL, Edwards M, McCurdy R, Clough S, Patel N, Walsh K, Covington NV. The Value of Patient Registries to Advance Basic and Translational Research in the Area of Traumatic Brain Injury. Front Behav Neurosci 2022; 16:846919. [PMID: 35548696 PMCID: PMC9082794 DOI: 10.3389/fnbeh.2022.846919] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 03/29/2022] [Indexed: 01/16/2023] Open
Abstract
The number of individuals affected by traumatic brain injury (TBI) is growing globally. TBIs may cause a range of physical, cognitive, and psychiatric deficits that can negatively impact employment, academic attainment, community independence, and interpersonal relationships. Although there has been a significant decrease in the number of injury related deaths over the past several decades, there has been no corresponding reduction in injury related disability over the same time period. We propose that patient registries with large, representative samples and rich multidimensional and longitudinal data have tremendous value in advancing basic and translational research and in capturing, characterizing, and predicting individual differences in deficit profile and outcomes. Patient registries, together with recent theoretical and methodological advances in analytic approaches and neuroscience, provide powerful tools for brain injury research and for leveraging the heterogeneity that has traditionally been cited as a barrier inhibiting progress in treatment research and clinical practice. We report on our experiences, and challenges, in developing and maintaining our own patient registry. We conclude by pointing to some future opportunities for discovery that are afforded by a registry model.
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Affiliation(s)
- Melissa C. Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
- Meharry Medical College, Nashville, TN, United States
| | - Emily L. Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Malcolm Edwards
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
- Meharry Medical College, Nashville, TN, United States
| | - Ryan McCurdy
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Sharice Clough
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Nirav Patel
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Kimberly Walsh
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Natalie V. Covington
- Department of Speech-Language-Hearing Sciences, University of Minnesota, Minneapolis, MN, United States
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Funayama M, Nakagawa Y, Nakajima A, Kawashima H, Matsukawa I, Takata T, Kurose S. Apathy Level, Disinhibition, and Psychiatric Conditions Are Related to the Employment Status of People With Traumatic Brain Injury. Am J Occup Ther 2022; 76:23217. [PMID: 35226063 DOI: 10.5014/ajot.2022.047456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
IMPORTANCE An understanding of the potential prognostic factors as they relate to the employment status of people with traumatic brain injury (TBI) is necessary so that occupational therapy practitioners can provide the most effective treatment. OBJECTIVE To examine the impact of apathy, disinhibition, and psychiatric conditions on employment status after TBI. DESIGN An observational study conducted from March 2015 to March 2020. SETTING Cognitive dysfunction clinics associated with two general hospitals in Japan. PARTICIPANTS Japanese people of working age (N = 110, ages 18-65 yr) with TBI. Outcomes and Measures: As an outcome indicator, each participant's employment status was rated on a 3-point scale (i.e., 3 = regular employment, 2 = welfare employment [employed as a person with disabilities or undergoing vocational training in the Japanese welfare employment system, for which a worker is paid under either system], 1 = unemployment). Psychiatric, neuropsychological, and physical assessments were measured as explanatory variables. The impact of various factors on employment status was investigated using linear discriminant regression analysis. RESULTS The level of apathy, disinhibition, and incidence of psychiatric conditions after TBI, as well as age and years postinjury, were related to employment status. Conclusion and Relevance: Although this is a cross-sectional study, interventions for apathy and disinhibition, as well as management of psychiatric conditions, are recommended to help improve employment status among people with TBI. What This Article Adds: The employment status of people with TBI is related more to apathy, disinhibition, and psychiatric conditions than to intelligence, memory function, or executive function.
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Affiliation(s)
- Michitaka Funayama
- Michitaka Funayama, PhD, MD, is Doctor, Department of Neuropsychiatry, Ashikaga Red Cross Hospital, Yobe, Ashikaga-City, Japan;
| | - Yoshitaka Nakagawa
- Yoshitaka Nakagawa, MS, is Speech-Language Pathologist, Department of Rehabilitation, Edogawa Hospital, Higashikoiwa, Edogawa-Ward, Tokyo, Japan
| | - Asuka Nakajima
- Asuka Nakajima is Speech-Language Pathologist, Department of Rehabilitation, Ashikaga Red Cross Hospital, Yobe, Ashikaga-City, Japan
| | - Hiroaki Kawashima
- Hiroaki Kawashima is Speech-Language Pathologist, Department of Rehabilitation, Ashikaga Red Cross Hospital, Yobe, Ashikaga-City, Japan
| | - Isamu Matsukawa
- Isamu Matsukawa, OTR/L, is Occupational Therapist, Department of Rehabilitation, Ashikaga Red Cross Hospital, Yobe, Ashikaga-City, Japan
| | - Taketo Takata
- Taketo Takata, MD, is Doctor, Department of Neuropsychiatry, Ashikaga Red Cross Hospital, Yobe, Ashikaga-City, Japan
| | - Shin Kurose
- Shin Kurose, MD, is Doctor, Department of Neuropsychiatry, Ashikaga Red Cross Hospital, Yobe, Ashikaga-City, Japan
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25
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Meulenbroek P, O'Neil-Pirozzi TM, Sohlberg MM, Lemoncello R, Byom L, Ness B, MacDonald S, Phillips B. Tutorial: The Speech-Language Pathologist's Role in Return to Work for Adults With Traumatic Brain Injury. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2022; 31:188-202. [PMID: 34929113 DOI: 10.1044/2021_ajslp-21-00129] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
PURPOSE Return to work (RTW) is a major life participation metric used for persons with a traumatic brain injury (TBI). Speech-language pathologists (SLPs) have clinical expertise in the cognitive-communication aspects of TBI. This clinical focus article aims to support the clinical practice of SLPs by summarizing key interprofessional vocational rehabilitation (VR) models and illustrating the role of the SLP throughout the RTW process with a case study. METHOD This clinical focus article was written by the Academy of Neurologic Communication Disorders and Sciences TBI Research Group along with a VR expert. Authors engaged in deliberative, agenda-based discussions beginning with a literature review based on previous systematic studies. Discussions explored relevant VR and SLP practices. RESULTS This clinical focus article presents key VR models in parallel with SLP assessment and treatment to illustrate best practice patterns in an RTW field with a dearth of SLP-specific literature. We summarize general VR approaches and four evidence-supported VR models for adults with TBI. We highlight how a model of interprofessional assessment can assist with planning and communication of important work-related concerns. We illustrate how the chronological model of work return can assist with developing goals and planning treatment. CONCLUSIONS SLPs play an important role in identifying, managing, and collaborating with an RTW team following TBI. A working knowledge of VR models can assist with improving the dialogue between SLPs and VR professionals and can inform practice when working with persons with TBI who have work return as a goal.
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Affiliation(s)
- Peter Meulenbroek
- Communication Sciences and Disorders, University of Kentucky, Lexington
| | - Therese M O'Neil-Pirozzi
- Communication Sciences and Disorders, Northeastern University, Boston, MA
- Spaulding/Harvard Traumatic Brain Injury Model System, Boston, MA
| | | | - Rik Lemoncello
- School of Communication Sciences and Disorders, Pacific University, Forest Grove, OR
| | - Lindsey Byom
- Division of Speech and Hearing Sciences, Department of Allied Health Sciences, University of Chapel Hill, NC
| | - Bryan Ness
- Communication Sciences and Disorders, California Baptist University, Riverside
| | - Sheila MacDonald
- Sheila MacDonald & Associates, University of Toronto, Ontario, Canada
| | - Brian Phillips
- Special Education & Rehabilitation Counseling, Utah State University, Logan
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26
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Gane EM, Plinsinga ML, Brakenridge CL, Smits EJ, Aplin T, Johnston V. The Impact of Musculoskeletal Injuries Sustained in Road Traffic Crashes on Work-Related Outcomes: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182111504. [PMID: 34770019 PMCID: PMC8582890 DOI: 10.3390/ijerph182111504] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 10/22/2021] [Accepted: 10/25/2021] [Indexed: 11/16/2022]
Abstract
Musculoskeletal injuries occur frequently after road traffic crashes (RTCs), and the effect on work participation is not fully understood. The primary aim of this review was to determine the impact of sustaining a musculoskeletal injury during an RTC on the rate of return to work (RTW), sick leave, and other work outcomes. The secondary aim was to determine factors associated with these work-related outcomes. An electronic search of relevant databases to identify observational studies related to work and employment, RTC, and musculoskeletal injuries was conducted. Where possible, outcome data were pooled by follow-up period to answer the primary aim. Fifty-three studies were included in this review, of which 28 were included in meta-analyses. The pooled rate of RTW was 70% at 1 month, 67% at 3 months, 76% at 6 months, 83% at 12 months, and 70% at 24 months. Twenty-seven percent of participants took some sick leave by one month follow-up, 13% by 3 months, 23% by 6 months, 36% by 12 months, and 22% by 24 months. Most of the factors identified as associated with work outcomes were health-related, with some evidence also for sociodemographic factors. While 70% of people with RTC-related musculoskeletal injury RTW shortly after accident, many still have not RTW two years later.
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Affiliation(s)
- Elise M. Gane
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane 4072, Australia; (T.A.); (V.J.)
- Recover Injury Research Centre, The University of Queensland, Brisbane 4066, Australia; (M.L.P.); (C.L.B.); (E.J.S.)
- Physiotherapy Department, Princess Alexandra Hospital, Brisbane 4102, Australia
- Centre for Functioning and Health Research, Metro South Health, Brisbane 4102, Australia
- Correspondence:
| | - Melanie L. Plinsinga
- Recover Injury Research Centre, The University of Queensland, Brisbane 4066, Australia; (M.L.P.); (C.L.B.); (E.J.S.)
| | - Charlotte L. Brakenridge
- Recover Injury Research Centre, The University of Queensland, Brisbane 4066, Australia; (M.L.P.); (C.L.B.); (E.J.S.)
| | - Esther J. Smits
- Recover Injury Research Centre, The University of Queensland, Brisbane 4066, Australia; (M.L.P.); (C.L.B.); (E.J.S.)
| | - Tammy Aplin
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane 4072, Australia; (T.A.); (V.J.)
- Allied Health Research Collaborative, The Prince Charles Hospital, Brisbane 4032, Australia
| | - Venerina Johnston
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane 4072, Australia; (T.A.); (V.J.)
- Recover Injury Research Centre, The University of Queensland, Brisbane 4066, Australia; (M.L.P.); (C.L.B.); (E.J.S.)
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27
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Libeson L, Ross P, Downing M, Ponsford J. Factors associated with employment stability following traumatic brain injury, in a sample who have received comprehensive vocational rehabilitation. Disabil Rehabil 2021; 44:6325-6332. [PMID: 34498992 DOI: 10.1080/09638288.2021.1965229] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE To quantify employment stability of individuals with traumatic brain injury (TBI) who received comprehensive vocational rehabilitation (VR) using different measures to identify difficulties experienced and factors associated with employment stability. MATERIALS AND METHODS 72 individuals with predominantly moderate-severe TBI were interviewed. Neuropsychological assessment scores were collected. Three employment stability measures were used: number of post-injury employers, duration with employer and average weekly hours. Descriptive and predictive analyses were performed. RESULTS 90.2% remained employed at time of interview (Mean = 4.83 years post-injury). However, participants worked significantly fewer hours, 63.9% had changed roles or employers at least once and only 51% achieved their pre-injury level of responsibility. 61% reported a high level of employer support. Self-reported difficulties included physical sequelae, memory problems and fatigue. Post-injury testing found impaired memory (34.4%) and processing speed (49.2%). After accounting for time since injury, demographic and employment variables (older age, male gender, higher pre-injury skill-level, higher level of employer support), higher level of injury-related difficulties and lower level of cognitive function significantly predicted employment stability. CONCLUSION Injury-related difficulties impact employment long-term, necessitating ongoing work modifications. Individualised VR is important, not only to facilitate return to work but to support long-term employment stability after TBI.Implications for rehabilitationBeing male was associated with working more hours, and having faster processing speed, lower levels of fatigue and ongoing physical sequelae were associated with a longer duration with the same employer.Initial return to work is often the first step on a long journey as injury-related difficulties can continue to impact work in the-long term and require lasting modifications to duties and working hours.VR should include ongoing follow-up to facilitate work modifications and support both the employer and the employee in adjusting to these.VR should be individualised to support the impact of the unique cognitive and physical limitations experienced by each individual with TBI, based on the needs and employment demands of each workplace.
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Affiliation(s)
- Lauren Libeson
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Victoria, Australia
| | - Pamela Ross
- Monash-Epworth Rehabilitation Research Centre, Richmond, Victoria, Australia.,Epworth HealthCare, Richmond, Victoria, Australia
| | - Marina Downing
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Victoria, Australia
| | - Jennie Ponsford
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia.,Monash-Epworth Rehabilitation Research Centre, Richmond, Victoria, Australia
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28
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Van Deynse H, Ilunga Kazadi C, Kimpe E, Hubloue I, Moens M, Putman K. Predictors of return to work after moderate-to-severe traumatic brain injury: a systematic review of current literature and recommendations for future research. Disabil Rehabil 2021; 44:5750-5757. [PMID: 34494491 DOI: 10.1080/09638288.2021.1954247] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE To identify factors associated with employment between six months and five years after traumatic brain injury (TBI). METHODS Using a predefined search algorithm, four electronic databases were searched for literature published between 2014 and the first half of April 2021 containing predictors of employment outcome. Data were selected in accordance with the PRISMA flow and the whole process was conducted by two reviewers who had to attain a consensus. The study results were discussed with an expert panel, in order to provide guidance for future research on this topic. RESULTS This review found clear evidence for employment status at time of injury, occupation at time of injury, Glasgow Coma Scale, length of stay, disability level and primary payer to be predictors of return to work after TBI. CONCLUSIONS More literature investigating in depth the functioning and environmental factors is required for further improvement of predictions, rehabilitation and policy.Implications for rehabilitationThis study identifies predictors of return to work in TBI patients, which can be used to identify patients with high risk early in the recovery process.Current literature shows difficulties with general functioning are a barrier for return to work, but gives no indication about effective therapeutic interventions.More knowledge about modifiable factors is desirable to improve rehabilitation and, thereby, employment outcomes after TBI.
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Affiliation(s)
- Helena Van Deynse
- Interuniversity Centre for Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Carl Ilunga Kazadi
- Interuniversity Centre for Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Eva Kimpe
- Interuniversity Centre for Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Ives Hubloue
- Emergency and Disaster Medicine, Department Emergency Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Maarten Moens
- Department of Neurosurgery, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium.,Department of Radiology, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Koen Putman
- Interuniversity Centre for Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
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29
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Saleh RA, Aleid M, Saleh R, Al Semari A, Alrushud N, BinJaber R, Alammar G, Aldoss A, Abujaber A, Khalil H. Employment and occupational safety among patients with seizure disorders - findings from a tertiary hospital in Saudi Arabia. Epilepsy Behav 2021; 122:108208. [PMID: 34352669 DOI: 10.1016/j.yebeh.2021.108208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/27/2021] [Accepted: 06/29/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Observational studies suggest that persons with seizure disorders are socially disadvantaged compared to the general population. There are scarce reports in the literature on the prevalence of employment and occupational safety among patients with seizure disorders in Saudi Arabia. We aimed to describe the occupational statuses of patients with seizure disorders and determine factors associated with unemployment. METHODS This was a cross-sectional study conducted at King Faisal Specialist Hospital and Research Center in Riyadh, Saudi Arabia. Five-hundred-and-forty patients with known seizure disorders or epilepsy who attended neurology and neurosurgery outpatient clinics between January and November 2018 completed a semi-structured questionnaire delivered by interview. RESULTS Forty-four percent of participants were unemployed (27% of males and 64% of females). Fifteen percent of currently or previously employed participants reported that they had formerly resigned from their job due to their seizure disorder, most commonly as a result of their own fears or concerns. Almost half of the participants reported that their employer made arrangements in the workplace for their seizure disorder, while 18% reported that they did not disclose their diagnosis. Gender, age, and highest educational level were associated with employment status and reason for unemployment. Patients with seizures secondary to trauma were less than half as likely to be employed compared to other participants (aOR = 0.45 95%CI 0.21-0.97, p = 0.042). Holding a driving license increased the odds of being employed (aOR = 2.68 95%CI 1.32-5.46, p = 0.007). Participants on 4 or more antiepileptic medications were more likely to report not being well enough to work. SIGNIFICANCE Patients with seizure disorders are at increased risk of unemployment, even though many desire work. Unemployment is linked to social factors rather than disease-specific characteristics. Employers in Saudi Arabia generally accommodate patients in the workplace; however, individuals should further be empowered with information on safety in the workplace and their rights to employment.
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Affiliation(s)
- Rana A Saleh
- King Abdulaziz Medical City, Ministry of National Guard Health Affairs, Saudi Arabia
| | - Maha Aleid
- King Faisal Specialist Hospital & Research Centre, Department of Biostatistics- Epidemiology and Scientific Computing, Riyadh, Saudi Arabia
| | - Raneem Saleh
- University College Dublin, School of Medicine, Dublin, Ireland
| | - Abdulaziz Al Semari
- King Faisal Specialist Hospital & Research Centre, Neuroscience Department, Riyadh, Saudi Arabia
| | - Nujud Alrushud
- King Faisal Specialist Hospital & Research Centre, Department of Biostatistics- Epidemiology and Scientific Computing, Riyadh, Saudi Arabia
| | - Reem BinJaber
- King Faisal Specialist Hospital & Research Centre, Department of Biostatistics- Epidemiology and Scientific Computing, Riyadh, Saudi Arabia
| | - Ghada Alammar
- King Faisal Specialist Hospital & Research Centre, Department of Biostatistics- Epidemiology and Scientific Computing, Riyadh, Saudi Arabia
| | - Atheer Aldoss
- King Faisal Specialist Hospital & Research Centre, Department of Biostatistics- Epidemiology and Scientific Computing, Riyadh, Saudi Arabia
| | - Amal Abujaber
- King Faisal Specialist Hospital & Research Centre, Neuroscience Department, Riyadh, Saudi Arabia
| | - Hala Khalil
- King Faisal Specialist Hospital & Research Centre, Department of Biostatistics- Epidemiology and Scientific Computing, Riyadh, Saudi Arabia.
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30
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Richard P, Patel N, Gedeon D, Hyppolite R, Younis M. Common Symptoms of Mild Traumatic Brain Injury and Work Functioning of Active-Duty Service Members with a History of Deployment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18158079. [PMID: 34360372 PMCID: PMC8345698 DOI: 10.3390/ijerph18158079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 07/16/2021] [Accepted: 07/27/2021] [Indexed: 11/16/2022]
Abstract
This study used data from the Military Health System Data Repository to examine the association between mild traumatic brain injuries (mTBI) and work functioning such as work duty limitations, hospital emergency room visits and inpatient admissions for active-duty service members (ADSMs). Further, this study assessed the role that common symptoms of mTBI play in work functioning. Multivariate results showed that having a mTBI diagnosis is not a major factor that results in being "released with work duty limitations". However, findings from these regression models also showed that the interaction of mTBI with cognitive and linguistic symptoms resulted in odds of 3.63 (CI: 1.40-9.36, p < 0.01) for being "released with work duty limitations" and odds of 4.98 (CI: 1.16-21.39, p < 0.05) for having any emergency department visits compared to those with no diagnosis of mTBI and none of these symptoms. Additionally, the interaction of mTBI with sleep disturbance and chronic pain showed odds of 2.72 (CI: 1.31-5.65, p < 0.01) and odds of 11.56 (CI: 2.65-50.44, p < 0.01) for being "released with work duty limitations" compared to those with no diagnosis of TBI and none of these symptoms, respectively. Further research is needed to investigate the association between mTBI and duration of time off work to provide a comprehensive understanding of the effect of mTBI on work functioning in the Military Health System.
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Affiliation(s)
- Patrick Richard
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- Correspondence: ; Tel.: +1-301-295-9770
| | - Nilam Patel
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20814, USA; (N.P.); (D.G.); (R.H.)
| | - Daniel Gedeon
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20814, USA; (N.P.); (D.G.); (R.H.)
| | - Regine Hyppolite
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20814, USA; (N.P.); (D.G.); (R.H.)
| | - Mustafa Younis
- Department of Health Policy and Management, School of Public Health, Jackson State University, Jackson, MS 39217, USA;
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Fure SCR, Howe EI, Andelic N, Brunborg C, Sveen U, Røe C, Rike PO, Olsen A, Spjelkavik Ø, Ugelstad H, Lu J, Ponsford J, Twamley EW, Hellstrøm T, Løvstad M. Cognitive and vocational rehabilitation after mild-to-moderate traumatic brain injury: A randomised controlled trial. Ann Phys Rehabil Med 2021; 64:101538. [PMID: 33957293 DOI: 10.1016/j.rehab.2021.101538] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/13/2021] [Accepted: 03/17/2021] [Indexed: 01/18/2023]
Abstract
BACKGROUND Returning to work is often a primary rehabilitation goal after traumatic brain injury (TBI). However, the evidence base for treatment options regarding return to work (RTW) and stable work maintenance remains scarce. OBJECTIVE This study aimed to examine the effect of a combined cognitive and vocational intervention on work-related outcomes after mild-to-moderate TBI. METHODS In this study, we compared 6 months of a combined compensatory cognitive training and supported employment (CCT-SE) intervention with 6 months of treatment as usual (TAU) in a randomised controlled trial to examine the effect on time to RTW, work percentage, hours worked per week and work stability. Eligible patients were those with mild-to-moderate TBI who were employed ≥50% at the time of injury, 18 to 60 years old and sick-listed ≥50% at 8 to 12 weeks after injury due to post-concussion symptoms, assessed by the Rivermead Post Concussion Symptoms Questionnaire. Both treatments were provided at the outpatient TBI department at Oslo University Hospital, and follow-ups were conducted at 3, 6 and 12 months after inclusion. RESULTS We included 116 individuals, 60 randomised to CCT-SE and 56 to TAU. The groups did not differ in characteristics at the 12-month follow-up. Overall, a high proportion had returned to work at 12 months (CCT-SE, 90%; TAU, 84%, P=0.40), and all except 3 were stably employed after the RTW. However, a significantly higher proportion of participants in the CCT-SE than TAU group had returned to stable employment at 3 months (81% vs. 60%, P=0.02). CONCLUSION These results suggest that the CCT-SE intervention might help patients with mild-to-moderate TBI who are still sick-listed 8 to 12 weeks after injury in an earlier return to stable employment. However, the results should be replicated and a cost-benefit analysis performed before concluding.
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Affiliation(s)
- Silje C R Fure
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway; Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society, University of Oslo, Oslo, Norway.
| | - Emilie Isager Howe
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway; Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Cathrine Brunborg
- Oslo Centre for Biostatistics and Epidemiology, Research Support Services, Oslo University Hospital, Oslo, Norway
| | - Unni Sveen
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway; Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - Cecilie Røe
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway; Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society, University of Oslo, Oslo, Norway; Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Per-Ola Rike
- Department of Research, Sunnaas Rehabilitation Hospital Trust, Nesoddtangen, Norway
| | - Alexander Olsen
- Department of Psychology, Norwegian University of Technology and Science, Trondheim, Norway; Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | | | - Helene Ugelstad
- Department of Vocational Rehabilitation, Norwegian Labor and Welfare Administration, Oslo, Norway
| | - Juan Lu
- Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Institute of Health and Society, University of Oslo, Oslo, Norway; Division of Epidemiology, Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, USA
| | - Jennie Ponsford
- Monash Epworth Rehabilitation Research Centre, Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Elizabeth W Twamley
- Center of Excellence for Stress and Mental Health, Veterans Affairs (VA) San Diego Healthcare System, San Diego, CA, USA; Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Torgeir Hellstrøm
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway
| | - Marianne Løvstad
- Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway; Department of Psychology, University of Oslo, Oslo, Norway
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Trotta JK, Ekanayake V, Ettenhofer ML, Hungerford LD, Lange RT, Bailie JM, Brickell TA, Kennedy JE, French LM. Intracranial Abnormalities Are Associated With Fewer Self-Reported Symptoms in Military Service Members Following Moderate-to-Severe Traumatic Brain Injury. J Head Trauma Rehabil 2021; 36:164-174. [PMID: 33201040 DOI: 10.1097/htr.0000000000000637] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE This study examined the relationship between intracranial abnormalities (ICAs) and self-reported neurobehavioral and posttraumatic stress (PTS) symptoms in members of the military with moderate-to-severe traumatic brain injury (msTBI). METHOD Participants included 539 members of the US military with nonpenetrating msTBI. Self-reported neurobehavioral and PTS symptoms were assessed using the Neurobehavioral Symptom Inventory and the PTSD Checklist-Civilian Version. ICAs were categorized as present/absent (by subtype) based upon medical record review. Spearman rank-order correlations and stepwise multiple regression analyses examined univariate and combined predictive relationships between ICAs and self-reported symptoms. RESULTS The presence of any ICA was associated with reduced self-reported neurobehavioral and PTS symptoms. ICA-associated reductions were largest for PTS, followed by affective and cognitive neurobehavioral symptoms, and relatively weak for somatic/sensory and vestibular symptoms. Effects of different types of ICAs were comparable. Greater time since injury was related to greater symptom report, whereas duration of loss of consciousness and posttraumatic amnesia were not consistently related to self-reported symptoms. CONCLUSIONS Results suggest that ICAs are associated with suppression of reported PTS and neurobehavioral symptoms-potentially via reduction in self-awareness. These findings support comprehensive, objective evaluation to identify impairments in self-awareness and functioning in msTBI patients.
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Affiliation(s)
- Jenna K Trotta
- Defense and Veterans Brain Injury Center, Silver Spring, Maryland (Mss Trotta and Ekanayake and Drs Ettenhofer, Hungerford, Lange, Bailie, Brickell, Kennedy, and French); Naval Medical Center San Diego, San Diego, California (Mss Trotta and Ekanayake and Drs Ettenhofer and Hungerford); General Dynamics Health Solutions, Falls Church, Virginia (Ms Trotta and Drs Ettenhofer, Hungerford, Lange, Bailie, Brickell, and Kennedy); American Hospital Services Group, Exton, Pennsylvania (Ms Ekanayake); Uniformed Services University of the Health Sciences, Bethesda, Maryland (Drs Ettenhofer, Brickell, and French); University of California, San Diego (Dr Ettenhofer); University of British Columbia, Vancouver, British Columbia, Canada (Dr Lange); National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, Maryland (Drs Lange, Brickell, and French); Naval Hospital Camp Pendleton, Camp Pendleton, California (Dr Bailie); and Brooke Army Medical Center, Fort Sam Houston, Texas (Dr Kennedy)
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Vocational Outcomes After Traumatic Brain Injury; Prevalence and Risk Factors After 1 Year in a Multivariable Model. J Head Trauma Rehabil 2021; 37:104-113. [PMID: 33935225 DOI: 10.1097/htr.0000000000000687] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To determine the prevalence of employment status (ES) or full-time study after traumatic brain injury (TBI) in a representative population and its predictive factors. DESIGN Prospective cohort study. SETTING Regional Major Trauma Centre. Participants: In total, 1734 consecutive individuals of working age, admitted with TBI to a Regional Trauma Centre, were recruited and followed up at 8 weeks and 1 year with face-to-face interview. Median age was 37.2 years (17.5-58.2); 51% had mild TBI, and 36.8% had a normal computed tomographic (CT) scan. Main Outcome Measure: Complete or partial/modified return to employment or study as an ordinal variable. RESULTS At 1 year, only 44.9% returned to full-time work/study status, 28.7% had a partial or modified return, and 26.4% had no return at all. In comparison with status at 6 weeks, 9.9% had lower or reduced work status. Lower ES was associated with greater injury severity, more CT scan abnormality, older age, mechanism of assault, and presence of depression, alcohol intoxication, or a psychiatric history. The multivariable model was highly significant (P < .001) and had a Nagelkerke R2 of 0.353 (35.3%). CONCLUSIONS Employment at 1 year is poor and changes in work status are frequent, occurring in both directions. While associations with certain features may allow targeting of vulnerable individuals in future, the majority of model variance remains unexplained and requires further investigation.
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Brakenridge CL, Leow CKL, Kendall M, Turner B, Valiant D, Quinn R, Johnston V. Exploring the lived return-to-work experience of individuals with acquired brain injury: use of vocational services and environmental, personal and injury-related influences. Disabil Rehabil 2021; 44:4332-4342. [PMID: 33794118 DOI: 10.1080/09638288.2021.1903101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
PURPOSE To explore work outcomes, vocational services, barriers and facilitators for returning to work in individuals with acquired brain injury (ABI) in Queensland, Australia and to identify areas for improvement. DESIGN AND METHODS Ten semi-structured interviews were conducted with individuals with ABI (stroke, traumatic brain injury, tumour). Interviews were analysed using a realist thematic analysis approach. RESULTS Participants either returned to the same work, different work, did not maintain work or did not have any work since their injury. Use of vocational services depended on participants' needs and insurance. Facilitators for return to work (RTW) were a supportive workplace and family, vocational rehabilitation that met the individual's needs, insurance coverage and self-motivation. Workplaces that were not understanding of brain injury, employment service providers who were unable to find work for participants, and physical and cognitive deficits were barriers to RTW. Workplaces, employment service providers and individuals require more information about the deficits associated with brain injury. CONCLUSIONS The use and effectiveness of vocational services were variable across participants and depended on insurance coverage and needs. Barriers and facilitators for RTW were affected by both the environment and the individual. Implications for vocational rehabilitation were identified.Implications for RehabilitationA supportive workplace and family, and access to appropriate vocational rehabilitation are important environmental facilitators for RTW in individuals with ABI.Workplaces with a poor understanding of ABI and employment service providers unable to find work for individuals with ABI are environmental barriers to RTW.Workplaces, employment service providers and individuals with ABI require more information about the physical and cognitive deficits associated with ABI.Employment service providers need more training to develop comprehensive strategies to help individuals with ABI find new employment.
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Affiliation(s)
| | - Charmaine Kai Ling Leow
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Melissa Kendall
- Acquired Brain injury Outreach Service, The Hopkins Centre, Princess Alexandra Hospital, Brisbane, Australia
| | - Ben Turner
- Acquired Brain injury Outreach Service, The Hopkins Centre, Princess Alexandra Hospital, Brisbane, Australia
| | - Donna Valiant
- RECOVER Injury Research Centre, The University of Queensland, Brisbane, Australia
| | - Ray Quinn
- Acquired Brain injury Outreach Service, The Hopkins Centre, Princess Alexandra Hospital, Brisbane, Australia
| | - Venerina Johnston
- RECOVER Injury Research Centre, The University of Queensland, Brisbane, Australia
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35
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Morrow EL, Patel NN, Duff MC. Disability and the COVID-19 Pandemic: A Survey of Individuals With Traumatic Brain Injury. Arch Phys Med Rehabil 2021; 102:1075-1083. [PMID: 33529614 PMCID: PMC7846880 DOI: 10.1016/j.apmr.2021.01.064] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 12/21/2020] [Accepted: 01/03/2021] [Indexed: 11/28/2022]
Abstract
Objectives To identify the consequences of the coronavirus 2019 (COVID-19) pandemic for individuals with traumatic brain injury (TBI), with particular attention to unique effects for individuals with chronic disability. Design Individuals with and without a history of TBI completed a web-based survey. Setting Participants were recruited from the Vanderbilt Brain Injury Patient Registry in Nashville, TN, and completed the survey from their homes between May and June 2020, during social distancing related to the COVID-19 pandemic. Participants Participants (N=47) in the chronic phase of moderate-severe TBI (>6mo postinjury) and 51 noninjured comparison (NC) peers completed the survey. Interventions Not applicable. Main Outcome Measures Participants, or respondents, answered a mix of multiple choice and free text questions about how the COVID-19 pandemic has affected their work, education, medical care, social communication, sources of information and decision making, and mental and physical well-being. Individuals with TBI also answered questions about how TBI has affected their experiences of the pandemic. Results As a group, respondents with TBI reported less pandemic-related behavior change (eg, daily habits, virtual social visits, and masking) than NC peers. Both NCs and respondents with TBI identified health care providers as trusted sources of public health information. One-third of individuals with TBI indicated that brain injury has made coping with the pandemic more difficult, and respondents identified mental health challenges and social isolation as key barriers. Conclusions These results suggest that health care providers should look for ways to provide tailored education and reduce social isolation for individuals with disability during the ongoing COVID-19 pandemic. We discuss several direct suggestions from participant responses.
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Affiliation(s)
- Emily L Morrow
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, Nashville, TN.
| | - Nirav N Patel
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Melissa C Duff
- Department of Hearing & Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
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36
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Morrow EL, Dulas MR, Cohen NJ, Duff MC. Relational Memory at Short and Long Delays in Individuals With Moderate-Severe Traumatic Brain Injury. Front Hum Neurosci 2020; 14:270. [PMID: 32754022 PMCID: PMC7366514 DOI: 10.3389/fnhum.2020.00270] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 06/16/2020] [Indexed: 11/13/2022] Open
Abstract
Memory deficits are a common and frequently-cited consequence of moderate-severe traumatic brain injury (TBI). However, we know less about how TBI influences relational memory, which allows the binding of the arbitrary elements of experience and the flexible use and recombination of relational representations in novel situations. Relational memory is of special interest for individuals with TBI, given the vulnerability of the hippocampus to injury mechanisms, as well as a growing body of literature establishing the role of relational memory in flexible and goal-directed behavior. In this study, participants with and without a history of moderate-severe TBI completed a continuous relational memory task for face-scene pairings. Participants with TBI exhibited a disruption in relational memory not only when tested after a delay, but also when tested with no experimenter-imposed delay after stimulus presentation. Further, canonical assessments of working and episodic memory did not correspond with performance on the face-scene task, suggesting that this task may tap into relational memory differently and with greater sensitivity than standardized memory assessments. These results highlight the need for rigorous assessment of relational memory in TBI, which is likely to detect deficits that have specific consequences for community reintegration and long-term functional outcomes.
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Affiliation(s)
- Emily L Morrow
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Michael R Dulas
- Beckman Institute, The University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Neal J Cohen
- Beckman Institute, The University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Interdisciplinary Health Sciences Institutes, The University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Melissa C Duff
- Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN, United States
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Arango-Lasprilla JC, Zeldovich M, Olabarrieta-Landa L, Forslund MV, Núñez-Fernández S, von Steinbuechel N, Howe EI, Røe C, Andelic N. Early Predictors of Employment Status One Year Post Injury in Individuals with Traumatic Brain Injury in Europe. J Clin Med 2020; 9:jcm9062007. [PMID: 32604823 PMCID: PMC7355447 DOI: 10.3390/jcm9062007] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 06/22/2020] [Accepted: 06/23/2020] [Indexed: 11/16/2022] Open
Abstract
Sustaining a traumatic brain injury (TBI) often affects the individual’s ability to work, reducing employment rates post-injury across all severities of TBI. The objective of this multi-country study was to assess the most relevant early predictors of employment status in individuals after TBI at one-year post-injury in European countries. Using a prospective longitudinal non-randomized observational cohort (The Collaborative European NeuroTrauma Effectiveness Research in TBI (CENTER-TBI) project), data was collected between December 2014–2019 from 63 trauma centers in 18 European countries. The 1015 individuals who took part in this study were potential labor market participants, admitted to a hospital and enrolled within 24 h of injury with a clinical TBI diagnosis and indication for a computed tomography (CT) scan, and followed up at one year. Results from a binomial logistic regression showed that older age, status of part-time employment or unemployment at time of injury, premorbid psychiatric problems, and higher injury severity (as measured with higher Injury severity score (ISS), lower Glasgow Coma Scale (GCS), and longer length of stay (LOS) in hospital) were associated with higher unemployment probability at one-year after injury. The study strengthens evidence for age, employment at time of injury, premorbid psychiatric problems, ISS, GCS, and LOS as important predictors for employment status one-year post-TBI across Europe.
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Affiliation(s)
- Juan Carlos Arango-Lasprilla
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain;
- IKERBASQUE Basque Foundation for Science, 48013 Bilbao, Spain
- Department of Cell Biology and Histology, University of the Basque Country UPV/EHU, 48940 Leioa, Spain
- Correspondence: (J.C.A.-L.); (M.Z.); Tel.: +34-946-006-000 (J.C.A.-L.) (ext. 7963); +49-551-398-195 (M.Z.)
| | - Marina Zeldovich
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, 37073 Göttingen, Germany;
- Correspondence: (J.C.A.-L.); (M.Z.); Tel.: +34-946-006-000 (J.C.A.-L.) (ext. 7963); +49-551-398-195 (M.Z.)
| | | | - Marit Vindal Forslund
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, 0424 Oslo, Norway; (M.V.F.); (E.I.H.); (C.R.); (N.A.)
| | | | - Nicole von Steinbuechel
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, 37073 Göttingen, Germany;
| | - Emilie Isager Howe
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, 0424 Oslo, Norway; (M.V.F.); (E.I.H.); (C.R.); (N.A.)
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, 0318 Oslo, Norway
| | - Cecilie Røe
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, 0424 Oslo, Norway; (M.V.F.); (E.I.H.); (C.R.); (N.A.)
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, 0318 Oslo, Norway
- Institute of Health and Society, Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Faculty of Medicine, University of Oslo, 0318 Oslo, Norway
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, 0424 Oslo, Norway; (M.V.F.); (E.I.H.); (C.R.); (N.A.)
- Institute of Health and Society, Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Faculty of Medicine, University of Oslo, 0318 Oslo, Norway
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Algethamy H. Baseline Predictors of Survival, Neurological Recovery, Cognitive Function, Neuropsychiatric Outcomes, and Return to Work in Patients after a Severe Traumatic Brain Injury: an Updated Review. Mater Sociomed 2020; 32:148-157. [PMID: 32843865 PMCID: PMC7428895 DOI: 10.5455/msm.2020.32.148-157] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Introduction Severe traumatic brain injury (sTBI) is a common cause of death and disability worldwide, with long-term squeal among survivors that include cognitive deficits, psychosocial and neuropsychiatric dysfunction, failure to return to pre-injury levels of work, school and inter-personal relationships, and overall reduced quality of and satisfaction with life. Aim The aim of this work is to review the current literature on baseline predictors of outcomes in adults post sTBI. Method Most of available literature on baseline predictors of outcomes in adults post sTBI were reviewed and summarized in this work. Results Currently, a sizeable number of composite predictors of mortality and overall function exists; however, these instruments tend to over-estimate poor outcomes and fail to address issues like cognition, psychosocial/ neuropsychiatric dysfunction, and return to work or school. Conclusion This article reviews currently-identified predictors of all these outcomes.
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Affiliation(s)
- Haifa Algethamy
- Department of Anaesthesia and Critical Care, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
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