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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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Krese KA, Donnelly KZ, Etingen B, Bender Pape TL, Chaudhuri S, Aaronson AL, Shah RP, Bhaumik DK, Billups A, Bedo S, Wanicek-Squeo MT, Bobra S, Herrold AA. Feasibility of a Combined Neuromodulation and Yoga Intervention for Mild Traumatic Brain Injury and Chronic Pain: Protocol for an Open-label Pilot Trial. JMIR Res Protoc 2022; 11:e37836. [PMID: 35704372 PMCID: PMC9244651 DOI: 10.2196/37836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 03/16/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Mild traumatic brain injury (mTBI) and chronic pain often co-occur and worsen rehabilitation outcomes. There is a need for improved multimodal nonpharmacologic treatments that could improve outcomes for both conditions. Yoga is a promising activity-based intervention for mTBI and chronic pain, and neuromodulation through transcranial magnetic stimulation is a promising noninvasive, nonpharmacological treatment for mTBI and chronic pain. Intermittent theta burst stimulation (iTBS) is a type of patterned, excitatory transcranial magnetic stimulation. iTBS can induce a window of neuroplasticity, making it ideally suited to boost the effects of treatments provided after it. Thus, iTBS may magnify the impacts of subsequently delivered interventions as compared to delivering those interventions alone and accordingly boost their impact on outcomes. OBJECTIVE The aim of this study is to (1) develop a combined iTBS+yoga intervention for mTBI and chronic pain, (2) assess the intervention's feasibility and acceptability, and (3) gather preliminary clinical outcome data on quality of life, function, and pain that will guide future studies. METHODS This is a mixed methods, pilot, open-labeled, within-subject intervention study. We will enroll 20 US military veteran participants. The combined iTBS+yoga intervention will be provided in small group settings once a week for 6 weeks. The yoga intervention will follow the LoveYourBrain yoga protocol-specifically developed for individuals with TBI. iTBS will be administered immediately prior to the LoveYourBrain yoga session. We will collect preliminary quantitative outcome data before and after the intervention related to quality of life (TBI-quality of life), function (Mayo-Portland Adaptability Index), and pain (Brief Pain Inventory) to inform larger studies. We will collect qualitative data via semistructured interviews focused on intervention acceptability after completion of the intervention. RESULTS This study protocol was approved by Edward Hines Jr Veterans Administration Hospital Institutional Review Board (Hines IRB 1573116-4) and was prospectively registered on ClinicalTrials.gov (NCT04517604). This study includes a Food and Drug Administration Investigational Device Exemption (IDE: G200195). A 2-year research plan timeline was developed. As of March 2022, a total of 6 veterans have enrolled in the study. Data collection is ongoing and will be completed by November 2022. We expect the results of this study to be available by October 2024. CONCLUSIONS We will be able to provide preliminary evidence of safety, feasibility, and acceptability of a novel combined iTBS and yoga intervention for mTBI and chronic pain-conditions with unmet treatment needs. TRIAL REGISTRATION ClinicalTrials.gov NCT04517604; https://www.clinicaltrials.gov/ct2/show/NCT04517604. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/37836.
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Affiliation(s)
- Kelly A Krese
- Brain Innovation Center, Shirley Ryan AbilityLab, Chicago, IL, United States
- Research and Development Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | | | - Bella Etingen
- Center for Innovation in Complex Chronic Healthcare & Research Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | - Theresa L Bender Pape
- Research and Development Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Center for Innovation in Complex Chronic Healthcare & Research Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Sarmistha Chaudhuri
- Department of Physical Medicine and Rehabilitation, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | - Alexandra L Aaronson
- Mental Health Service Line, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Department of Psychiatry, Feinberg School of Medicine, Northwestern University, Hines, IL, United States
| | - Rachana P Shah
- Department of Physical Medicine and Rehabilitation, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | - Dulal K Bhaumik
- Research and Development Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Department of Psychiatry, University of Illinois Chicago, Chicago, IL, United States
| | - Andrea Billups
- Research and Development Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | - Sabrina Bedo
- Department of Physical Medicine and Rehabilitation, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Recreation Therapy, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | - Mary Terese Wanicek-Squeo
- Recreation Therapy, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
| | - Sonia Bobra
- Department of Radiology, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Department of Radiology, Stritch School of Medicine, Loyola University Chicago, Maywood, IL, United States
| | - Amy A Herrold
- Research and Development Service, Edward Hines Jr Veterans Administration Hospital, Hines, IL, United States
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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Cost-effectiveness analysis of combined cognitive and vocational rehabilitation in patients with mild-to-moderate TBI: results from a randomized controlled trial. BMC Health Serv Res 2022; 22:185. [PMID: 35151285 PMCID: PMC8840547 DOI: 10.1186/s12913-022-07585-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 01/28/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Traumatic brain injury (TBI) represents a financial burden to the healthcare system, patients, their families and society. Rehabilitation interventions with the potential for reducing costs associated with TBI are demanded. This study evaluated the cost-effectiveness of a randomized, controlled, parallel group trial that compared the effectiveness of a combined cognitive and vocational intervention to treatment as usual (TAU) on vocational outcomes.
Methods
One-hundred sixteen participants with mild-to-moderate TBI were recruited from an outpatient clinic at Oslo University Hospital, Norway. They were randomized to a cognitive rehabilitation intervention (Compensatory Cognitive Training, CCT) and Supported Employment (SE) or TAU in a 1:1 ratio. Costs of CCT-SE and TAU, healthcare services, informal care and productivity loss were assessed 3, 6 and 12 months after study inclusion. Cost-effectiveness was evaluated from the difference in number of days until return to pre-injury work levels between CCT-SE and TAU and quality-adjusted life years (QALYs) derived from the EQ-5D-5L across 12 months follow-up. Cost-utility was expressed in incremental cost-effectiveness ratio (ICER).
Results
The mean total costs of healthcare services was € 3,281 in the CCT-SE group and € 2,300 in TAU, informal care was € 2,761 in CCT-SE and € 3,591 in TAU, and productivity loss was € 30,738 in CCT-SE and € 33,401 in TAU. Costs related to productivity loss accounted for 84% of the total costs. From a healthcare perspective, the ICER was € 56 per day earlier back to work in the CCT-SE group. Given a threshold of € 27,500 per QALY gained, adjusting for baseline difference in EQ-5D-5L index values revealed a net monetary benefit (NMB) of € -561 (0.009*27,500–979) from the healthcare perspective, indicating higher incremental costs for the CCT-SE group. From the societal perspective, the NMB was € 1,566 (0.009*27,500-(-1,319)), indicating that the CCT-SE intervention was a cost-effective alternative to TAU.
Conclusions
Costs associated with productivity loss accounted for the majority of costs in both groups and were lower in the CCT-SE group. The CCT-SE intervention was a cost-effective alternative to TAU when considering the societal perspective, but not from a healthcare perspective.
Trial registration
ClinicalTrails.gov NCT03092713.
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Ramage AE, Ray KL, Franz HM, Tate DF, Lewis JD, Robin DA. Cingulo-Opercular and Frontoparietal Network Control of Effort and Fatigue in Mild Traumatic Brain Injury. Front Hum Neurosci 2022; 15:788091. [PMID: 35221951 PMCID: PMC8866657 DOI: 10.3389/fnhum.2021.788091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 12/15/2021] [Indexed: 11/16/2022] Open
Abstract
Neural substrates of fatigue in traumatic brain injury (TBI) are not well understood despite the considerable burden of fatigue on return to productivity. Fatigue is associated with diminishing performance under conditions of high cognitive demand, sense of effort, or need for motivation, all of which are associated with cognitive control brain network integrity. We hypothesize that the pathophysiology of TBI results in damage to diffuse cognitive control networks, disrupting coordination of moment-to-moment monitoring, prediction, and regulation of behavior. We investigate the cingulo-opercular (CO) and frontoparietal (FP) networks, which are engaged to sustain attention for task and maintain performance. A total of 61 individuals with mild TBI and 42 orthopedic control subjects participated in functional MRI during performance of a constant effort task requiring altering the amount of effort (25, 50, or 75% of maximum effort) utilized to manually squeeze a pneumostatic bulb across six 30-s trials. Network-based statistics assessed within-network organization and fluctuation with task manipulations by group. Results demonstrate small group differences in network organization, but considerable group differences in the evolution of task-related modulation of connectivity. The mild TBI group demonstrated elevated CO connectivity throughout the task with little variation in effort level or time on task (TOT), while CO connectivity diminished over time in controls. Several interregional CO connections were predictive of fatigue in the TBI group. In contrast, FP connectivity fluctuated with task manipulations and predicted fatigue in the controls, but connectivity fluctuations were delayed in the mild traumatic brain injury (mTBI) group and did not relate to fatigue. Thus, the mTBI group's hyper-connectivity of the CO irrespective of task demands, along with hypo-connectivity and delayed peak connectivity of the FP, may allow for attainment of task goals, but also contributes to fatigue. Findings are discussed in relation to performance monitoring of prediction error that relies on internal cues from sensorimotor feedback during task performance. Delay or inability to detect and respond to prediction errors in TBI, particularly evident in bilateral insula-temporal CO connectivity, corresponds to day-to-day fatigue and fatigue during task performance.
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Affiliation(s)
- Amy E. Ramage
- Interdisciplinary Program in Behavioral Neuroscience, Department of Communication Sciences and Disorders and Biological Sciences, University of New Hampshire, Durham, NH, United States
| | - Kimberly L. Ray
- Department of Psychology, University of Texas, Austin, TX, United States
| | - Hannah M. Franz
- Interdisciplinary Program in Behavioral Neuroscience, Department of Communication Sciences and Disorders and Biological Sciences, University of New Hampshire, Durham, NH, United States
| | - David F. Tate
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Jeffrey D. Lewis
- Mental Health Clinic, Wright Patterson Medical Center, Wright Patterson Air Force Base, Dayton, OH, United States
| | - Donald A. Robin
- Interdisciplinary Program in Behavioral Neuroscience, Department of Communication Sciences and Disorders and Biological Sciences, University of New Hampshire, Durham, NH, United States
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