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Halkiadakis PN, Mahajan S, Crosby DR, Badrinathan A, Ho VP. A prospective assessment of resilience in trauma patients using the Connor-Davidson Resilience Scale. Surgery 2023; 174:1249-1254. [PMID: 37599193 PMCID: PMC11286147 DOI: 10.1016/j.surg.2023.07.012] [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: 03/01/2023] [Revised: 06/01/2023] [Accepted: 07/08/2023] [Indexed: 08/22/2023]
Abstract
BACKGROUND Resilience, or the ability to adapt to difficult or challenging life experiences, may be an important mediator in trauma recovery. The primary aim of this study was to describe resilience levels for trauma patients using the validated Connor-Davidson Resilience Scale. METHODS Adult trauma patients admitted to a Level 1 trauma center (June 2022-August 2022) were surveyed at the time of admission and by phone between 2 weeks and 1 month after the original survey to obtain follow-up scores. We utilized the validated Connor-Davidson Resilience Scale score, a 25-question survey with 5 subfactors (Tenacity, Positive Outlook, Social Support, Problem Solving, and Meaning and Purpose). Each question was scored from 0 to 4 (maximum score 100, representing the highest resilience). Patient factors were collected from the electronic medical record and trauma health registry. Wilcoxon signed-rank test and multivariable linear regression were used to understand associations with Connor-Davidson Resilience Scale scores. RESULTS We enrolled 98 patients. The median age was 50 years (interquartile range 32-67), and 74% were male sex. The baseline median Connor-Davidson Resilience Scale score on admission was 88 (interquartile range 81-94). Follow-up surveys (N = 64) showed a median score of 89.5 (80-90.5) (P = non-significant). No demographic variable was significantly associated with increasing baseline Connor-Davidson Resilience Scale score. Increased length of stay (β = 1.03), insurance (β = -7.50), and unknown race (β = 23.69) were correlated with follow-up Connor-Davidson Resilience Scale scores. The subfactor "Meaning and Purpose" decreased at follow-up but was not statistically significant (P = .05). CONCLUSION Validated tools that can accurately distinguish variability in resilience scores are needed for the trauma patient population to understand its relationship with long-term patient health outcomes.
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Affiliation(s)
- Penelope N Halkiadakis
- Department of Surgery, Division of Trauma Surgery, Acute Care Surgery, Critical Care, and Burns, MetroHealth Medical Center, Cleveland, OH; Case Western Reserve University School of Medicine, Cleveland, OH
| | - Sarisha Mahajan
- Department of Surgery, Division of Trauma Surgery, Acute Care Surgery, Critical Care, and Burns, MetroHealth Medical Center, Cleveland, OH; University of Michigan, Ann Arbor, MI
| | - Danyel R Crosby
- Department of Surgery, Division of Trauma Surgery, Acute Care Surgery, Critical Care, and Burns, MetroHealth Medical Center, Cleveland, OH; Department of Nutritional Biochemistry and Metabolism, Case Western Reserve University, Cleveland, OH
| | - Avanti Badrinathan
- Department of Surgery, University Hospitals Cleveland Medical Center, OH
| | - Vanessa P Ho
- Department of Surgery, Division of Trauma Surgery, Acute Care Surgery, Critical Care, and Burns, MetroHealth Medical Center, Cleveland, OH; Case Western Reserve University School of Medicine, Cleveland, OH; Center for Health Equity Engagement, Education, and Research; Population Health and Equity Research Institute, The MetroHealth System and Case Western Reserve University, Cleveland, OH.
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Tapp ZM, Ren C, Palmer K, Kumar J, Atluri RR, Fitzgerald J, Velasquez J, Godbout J, Sheridan J, Kokiko-Cochran ON. Divergent Spatial Learning, Enhanced Neuronal Transcription, and Blood-Brain Barrier Disruption Develop During Recovery from Post-Injury Sleep Fragmentation. Neurotrauma Rep 2023; 4:613-626. [PMID: 37752925 PMCID: PMC10518692 DOI: 10.1089/neur.2023.0018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2023] Open
Abstract
Traumatic brain injury (TBI) causes pathophysiology that may significantly decrease quality of life over time. A major propagator of this response is chronic, maladaptive neuroinflammation, which can be exacerbated by stressors such as sleep fragmentation (SF). This study determined whether post-TBI SF had lasting behavioral and inflammatory effects even with a period of recovery. To test this, male and female mice received a moderate lateral fluid percussion TBI or sham surgery. Half the mice were left undisturbed, and half were exposed to daily SF for 30 days. All mice were then undisturbed between 30 and 60 days post-injury (DPI), allowing mice to recover from SF (SF-R). SF-R did not impair global Barnes maze performance. Nonetheless, TBI SF-R mice displayed retrogression in latency to reach the goal box within testing days. These nuanced behavioral changes in TBI SF-R mice were associated with enhanced expression of neuronal processing/signaling genes and indicators of blood-brain barrier (BBB) dysfunction. Aquaporin-4 (AQP4) expression, a marker of BBB integrity, was differentially altered by TBI and TBI SF-R. For example, TBI enhanced cortical AQP4 whereas TBI SF-R mice had the lowest cortical expression of perivascular AQP4, dysregulated AQP4 polarization, and the highest number of CD45+ cells in the ipsilateral cortex. Altogether, post-TBI SF caused lasting, divergent behavioral responses associated with enhanced expression of neuronal transcription and BBB disruption even after a period of recovery from SF. Understanding lasting impacts from post-TBI stressors can better inform both acute and chronic post-injury care to improve long-term outcome post-TBI.
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Affiliation(s)
- Zoe M. Tapp
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Cindy Ren
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Kelsey Palmer
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Julia Kumar
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Ravitej R. Atluri
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Julie Fitzgerald
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - John Velasquez
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Jonathan Godbout
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
- Chronic Brain Injury Program, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
- Institute for Behavioral Medicine Research, Neurological Institute, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - John Sheridan
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
- Chronic Brain Injury Program, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
- Division of Biosciences, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
| | - Olga N. Kokiko-Cochran
- Department of Neuroscience, College of Medicine, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
- Chronic Brain Injury Program, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
- Institute for Behavioral Medicine Research, Neurological Institute, College of Dentistry, The Ohio State University, Columbus, Ohio, USA
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Ikin Anderson M, Gopinath B, Fiona Jones K, Morey P, Simpson GK. Testing the stability of a family resilience model at 2 and 5 years after traumatic brain injury or spinal cord injury: A longitudinal study. Ann Phys Rehabil Med 2023; 66:101734. [PMID: 37030248 DOI: 10.1016/j.rehab.2023.101734] [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: 12/14/2021] [Revised: 10/06/2022] [Accepted: 12/10/2022] [Indexed: 04/10/2023]
Abstract
BACKGROUND Recent studies have tested models of resilience and caregiver adjustment in individuals with traumatic brain injury (TBI) or spinal cord injury (SCI). Few studies have examined the role of adaptive variables over time. OBJECTIVE Conduct a longitudinal study to test a model of caregiver resilience with caregiver outcomes at 2- and 5-years post-injury. METHOD Caregivers of relatives with TBI or SCI were surveyed at 2 years (Time 1) and 5 years (Time 2) post-injury. Stability of the resilience model across the 2 time-points was tested using structural equation modeling with multi-group analysis. Measures included resilience related variables (Connor-Davidson Resilience Scale, General Self-Efficacy Scale, Herth Hope Scale, Social Support Survey) and outcome variables (Caregiver Burden Scale, General Health Questionnaire-28, Medical Outcome Study Short Form -36 [SF-36] and Positive and Negative Affect Scale). RESULTS In total, 100 caregivers were surveyed at both 2 and 5 years (TBI =77, SCI =23). Scores for resilience (Time 1, 75.9 SD 10.6; Time 2, 71.5 SD 12.6) and self-efficacy (Time 1, 32.51 SD 3.85; Time 2, 31.66 SD 4.28) showed significant minor declines, with other variables remaining stable. The resilience model for the pooled responses (Time 1+ Time 2) demonstrated a good fit (Goodness of Fit Index [GFI] = 0.971; Incremental Fit Index [IFI] = 0.986; Tucker-Lewis Index [TLI] = 0.971; Comparative Fit Index [CFI] = 0.985 and Root Mean Square Error of Approximation [RMSEA] = 0.051). Multi-group analysis then compared Time 1 to Time 2 responses and found that a variant (compared to invariant) model best fitted the data, with social support having stronger associations with mental health and positive affect at Time 2 than Time 1. Hope reduced from Time 1 to Time 2. CONCLUSIONS The model suggests that resilience-related variables can play an important role in positive caregiver adjustment over time.
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Affiliation(s)
| | - Bamini Gopinath
- Macquarie University Hearing, Macquarie University, North Ryde, NSW, Australia
| | - Kate Fiona Jones
- Institute for Ethics and Society, The University of Notre Dame, Sydney, NSW Australia; Brain Injury Rehabilitation Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
| | - Peter Morey
- School of Nursing and Health, Avondale University, Sydney, NSW, Australia
| | - Grahame Kenneth Simpson
- Brain Injury Rehabilitation Research Group, Ingham Institute for Applied Medical Research, Sydney, NSW, Australia; Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; John Walsh Centre for Rehabilitation Research, Kolling Institute, Sydney, NSW, Australia
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4
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Hans A, Stonnington CM, Zhang N, Butterfield R, Friedman DI. The impact of resilience on headache disability as measured by the Migraine Disability Assessment (MIDAS). Headache 2023; 63:743-750. [PMID: 37218745 DOI: 10.1111/head.14518] [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: 06/06/2022] [Revised: 02/14/2023] [Accepted: 02/17/2023] [Indexed: 05/24/2023]
Abstract
OBJECTIVE Our objectives were to examine cross-sectional correlations of headache disability with measures of resilience, anxiety, and depression, and to determine if resilience modified the association between headache severity/frequency and disability. BACKGROUND Resilience is associated with quality of life and functioning among patients with chronic conditions. We investigated whether resilience strongly mitigates headache-related disability as measured by the Migraine Disability Assessment (MIDAS). METHODS We prospectively recruited 160 patients with primary headache disorders seen in a tertiary headache medicine program between February 20, 2018 and August 2, 2019. Each participant completed the MIDAS, Conner Davidson Resilience Scale (CDRS-25), Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), and WHO-5 Well-Being Index. RESULTS The CDRS-25 score was negatively correlated with the total MIDAS (r = -0.21, p = 0.009), GAD-7 (r = -0.56, p < 0.001), and PHQ-9 scores (r = -0.34, p < 0.001). Well-being inversely correlated with disability (r = -0.37, p < 0.001). Increases in anxiety and depression increased the odds of disability. A 1 point increase in the CDRS-25 score decreased the odds of being severely disabled by 4% (OR = 0.96, 95% CI: 0.94 to 0.99, p = 0.001). However, the CDRS-25 score did not significantly moderate the association between headache days and disability. CONCLUSION Traits associated with resilience decreased the odds of severe disability from headaches, whereas anxiety, depression, and headache frequency were strongly associated with higher disability from headache.
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Affiliation(s)
- Avneet Hans
- Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Nan Zhang
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, Arizona, USA
| | - Richard Butterfield
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, Arizona, USA
| | - Deborah I Friedman
- Departments of Neurology and Ophthalmology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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O’Brien KH, Pei Y, Kemp AM, Gartell R, Gore RK, Wallace T. The SUCCESS Peer Mentoring Program for College Students with Concussion: Preliminary Results of a Mobile Technology Delivered Intervention. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5438. [PMID: 37107720 PMCID: PMC10138278 DOI: 10.3390/ijerph20085438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/13/2023] [Accepted: 03/15/2023] [Indexed: 05/11/2023]
Abstract
Concussions are caused by a hit or blow to the head that alters normal brain functioning. The Success in College after Concussion with Effective Student Supports (SUCCESS) program was developed to provide students with psychosocial support and resources-both key components of concussion management-to assist in recovery and return-to-learn following concussion. In this preliminary evaluation of intervention efficacy, SUCCESS was delivered through a mobile application connecting mentors (students who have recovered from concussion and successfully returned to school) with mentees who were currently recovering. Mentor-mentee pairs met virtually through the app, using chat and videoconferencing features to share support, resources, and program-specific educational materials. Results from 16 mentoring pairs showed that mentee symptoms (V = 119, p = 0.009) and academic problems decreased (V = 114.5, p = 0.002), while academic self-efficacy increased (V = 13.5, p = 0.009) following mentoring. As expected, mentor measures were stable, indicating that providing mentoring did not exacerbate previously resolved concussion complaints. Virtual peer mentoring provided through a mobile application may be a feasible intervention to support academic success and psychosocial processing during recovery for college students with concussion.
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Affiliation(s)
- Katy H. O’Brien
- Department of Communication Sciences and Special Education, University of Georgia, Athens, GA 30602, USA
- Courage Kenny Rehabilitation Institute, Allina Health, Minneapolis, MN 55407, USA
| | - Yalian Pei
- Department of Communication Sciences and Special Education, University of Georgia, Athens, GA 30602, USA
| | - Amy M. Kemp
- Department of Communication Sciences and Special Education, University of Georgia, Athens, GA 30602, USA
| | - Rebecca Gartell
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA 30309, USA (T.W.)
| | - Russell K. Gore
- Complex Concussion Clinic, Shepherd Center, Atlanta, GA 30309, USA
| | - Tracey Wallace
- Virginia C. Crawford Research Institute, Shepherd Center, Atlanta, GA 30309, USA (T.W.)
- Complex Concussion Clinic, Shepherd Center, Atlanta, GA 30309, USA
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6
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Kemp AM, O'Brien KH, Wallace T. Reconceptualizing Recovery After Concussion: A Phenomenological Exploration of College Student Experiences. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2023; 32:867-882. [PMID: 36108288 DOI: 10.1044/2022_ajslp-22-00076] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
PURPOSE Typical measures of recovery from concussion-such as symptom scales, neurocognitive testing, or exertion measures-may not capture individualized experiences of concussion. This report examines how college students with concussion interact with and consider their recovery. METHOD Sixteen college students who sustained concussions while in college completed 40- to 75-min semistructured interviews. All were enrolling to become mentors in a peer mentoring program for students with concussion. Questions addressed experiences as a college student with concussion, life changes following concussion, and role of peers in recovery. Using phenomenological reduction, analysis focused on the phenomenon of recovery and motivation for participation in a mentoring program. RESULTS Two main themes were found: (a) What Recovery Looks Like and (b) Gaining Perspective, Learning to Cope and Adapting to Change. Thirteen participants denied the label of "recovered" even though all had been deemed recovered and discharged from medical care. Instead, two subthemes emerged within What Recovery Looks Like: Ongoing Recovery and Reconceptualizing Recovery. Perceptions of recovery were influenced by effort, capacity, and resilience. In the second theme, students described strategies, resources, and supports used to cope with their injuries; most commonly used was emotion-focused coping. CONCLUSIONS College students with concussion consider recovery as an ongoing process rather than a dichotomized condition. Student experiences may not be reflected in commonly used symptom scales or objective assessments. SUPPLEMENTAL MATERIAL https://doi.org/10.23641/asha.21084925.
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Affiliation(s)
- Amy M Kemp
- Department of Communication Sciences and Special Education, University of Georgia, Athens
| | - Katy H O'Brien
- Department of Communication Sciences and Special Education, University of Georgia, Athens
| | - Tracey Wallace
- SHARE Military Initiative at Shepherd Center, Crawford Research Institute, Complex Concussion Clinic, Atlanta, GA
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7
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The effect of age on resilience of health-related quality of life among polytrauma patients: a cross-sectional multicenter study. Eur J Trauma Emerg Surg 2022; 49:825-835. [PMID: 36416946 PMCID: PMC10175333 DOI: 10.1007/s00068-022-02135-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 10/10/2022] [Indexed: 11/24/2022]
Abstract
Abstract
Purpose
The aim of this study was to determine the impact of age on patient-reported health-related quality of life (HRQoL) and the capacity to show resilience—i.e., the ability to adapt to stressful adverse events—after sustaining a polytrauma.
Methods
A cross-sectional multicenter cohort was conducted between 2013 and 2016 that included surviving polytrauma patients (ISS ≥ 16). HRQoL was obtained by the Short Musculoskeletal Function assessment and EuroQol (SMFA and EQ-5D-5L). The effect of age on HRQoL was tested with linear regression analysis. Next, the individual scores were compared with age- and sex-matched normative data to determine whether they showed resilience. Multivariate binary logistic regression was used to assess the effect of age on reaching the normative threshold of the surveys, correcting for several confounders.
Results
A total of 363 patients responded (57%). Overall, patients had a mean EQ-5D-5L score of 0.73. With higher age, scores on the SMFA subscales “upper extremity dysfunction,” “lower extremity dysfunction” and “daily activities” significantly dropped. Only 42% of patients were classified as being resilient, based on the EQ-5D-5L score. Patients aged 60–69 showed the highest resilience (56%), and those aged 80 + showed the lowest resilience (0%).
Conclusion
Sustaining a polytrauma leads to a serious decline in HRQoL. Aging is associated with a decline in the physical components of HRQoL. No clear relationship with age was seen on the non-physical components of quality of life. Octogenarians, and to a lesser extent septuagenarians and tricenarians, showed to be very vulnerable groups, with low rates of resilience after surviving a polytrauma.
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8
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Paasila JM, Smith E, Daher M, Simpson GK. Reasons for living, positive psychological constructs and their relationship with suicide ideation in people with moderate to severe traumatic brain injury: A cross-sectional study. Neuropsychol Rehabil 2022; 32:2125-2146. [PMID: 35862622 DOI: 10.1080/09602011.2022.2100795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Positive psychological constructs such as reasons for living, self-esteem and resilience have previously been shown to act as protective psychological barriers against negative psychological outcomes, including suicide ideation in both clinical populations and the general population. This study aims to explore the positive psychological constructs of reasons for living, self-esteem, resilience and their relationship with suicide ideation and predictors of suicide ideation (depression, hopelessness) for N = 50 people who have a severe TBI and are currently receiving community rehabilitation at Liverpool Brain Injury Rehabilitation Unit (LBIRU), NSW. Results indicated good reliability for the use of the RFLI with people who have TBI, with the most frequently endorsed subscale (range 0-5) being "survival and coping beliefs" (4.7 ± 1.0) and the least frequently being "fear of suicide" (2.2 ± 1.1). The shortened version of the RFLI (BRFLI) also displayed good reliability. Positive psychological constructs (reasons for living, resilience, self-esteem) were all significantly inversely associated with suicide and suicide predictors (depression, hopelessness). This study suggests that positive psychological constructs can act as a buffer against suicide ideation after moderate to severe TBI.
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Affiliation(s)
- Josephine M Paasila
- Brain Injury Rehabilitation Research Group, Ingham Institute for Applied Medical Research, Sydney, Australia.,School of Psychology, Western Sydney University, Sydney, Australia.,Australian Health Services Research Institute, University of Wollongong, Wollongong, Australia
| | - Evelyn Smith
- School of Psychology, Western Sydney University, Sydney, Australia
| | - Maysaa Daher
- Brain Injury Rehabilitation Research Group, Ingham Institute for Applied Medical Research, Sydney, Australia
| | - Grahame K Simpson
- Brain Injury Rehabilitation Research Group, Ingham Institute for Applied Medical Research, Sydney, Australia.,John Walsh Centre of Rehabilitation Research, Kolling Institute, Sydney, Australia.,Faculty of Medicine and Health, University of Sydney, Sydney, Australia
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Wang B, Zeldovich M, Rauen K, Wu YJ, Covic A, Muller I, Haagsma JA, Polinder S, Menon D, Asendorf T, Andelic N, von Steinbuechel N. Longitudinal Analyses of the Reciprocity of Depression and Anxiety after Traumatic Brain Injury and Its Clinical Implications. J Clin Med 2021; 10:jcm10235597. [PMID: 34884299 PMCID: PMC8658198 DOI: 10.3390/jcm10235597] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 11/24/2021] [Accepted: 11/25/2021] [Indexed: 11/16/2022] Open
Abstract
Depression and anxiety are common following traumatic brain injury (TBI). Understanding their prevalence and interplay within the first year after TBI with differing severities may improve patients' outcomes after TBI. Individuals with a clinical diagnosis of TBI recruited for the large European collaborative longitudinal study CENTER-TBI were screened for patient-reported major depression (MD) and generalized anxiety disorder (GAD) at three, six, and twelve months post-injury (N = 1683). Data were analyzed using autoregressive cross-lagged models. Sociodemographic, premorbid and injury-related factors were examined as risk factors. 14.1-15.5% of TBI patients reported moderate to severe MD at three to twelve months after TBI, 7.9-9.5% reported GAD. Depression and anxiety after TBI presented high within-domain persistency and cross-domain concurrent associations. MD at three months post-TBI had a significant impact on GAD at six months post-TBI, while both acted bidirectionally at six to twelve months post-TBI. Being more severely disabled, having experienced major extracranial injuries, an intensive care unit stay, and being female were risk factors for more severe MD and GAD. Major trauma and the level of consciousness after TBI were additionally associated with more severe MD, whereas being younger was related to more severe GAD. Individuals after TBI should be screened and treated for MD and GAD early on, as both psychiatric disturbances are highly persistent and bi-directional in their impact. More severely disabled patients are particularly vulnerable, and thus warrant timely screening and intensive follow-up treatment.
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Affiliation(s)
- Biyao Wang
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
- Division of Psychology and Language Sciences, University College London, London WC1H 0AP, UK
- Correspondence:
| | - Marina Zeldovich
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Katrin Rauen
- Department of Geriatric Psychiatry, Psychiatric Hospital Zurich, University of Zurich, Minervastrasse 145, 8032 Zurich, Switzerland;
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Feodor-Lynen-Straße 17, 81377 Munich, Germany
| | - Yi-Jhen Wu
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Amra Covic
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Isabelle Muller
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
| | - Juanita A. Haagsma
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands; (J.A.H.); (S.P.)
- Department of Emergency Medicine, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Suzanne Polinder
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands; (J.A.H.); (S.P.)
| | - David Menon
- Division of Anaesthesia, University of Cambridge/Addenbrooke’s Hospital, Box 157, Cambridge CB2 0QQ, UK;
| | - Thomas Asendorf
- Department of Medical Statistics, University Medical Center Goettingen, 37073 Goettingen, Germany;
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, 0424 Oslo, Norway;
- Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Faculty of Medicine, Institute of Health and Society, University of Oslo, 0373 Oslo, Norway
| | - Nicole von Steinbuechel
- Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany; (M.Z.); (Y.-J.W.); (A.C.); (I.M.); (N.v.S.)
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Bunt SC, Meredith-Duliba T, Didehhani N, Hynan LS, LoBue C, Stokes M, Miller SM, Bell K, Batjer H, Cullum CM. Resilience and recovery from sports related concussion in adolescents and young adults. J Clin Exp Neuropsychol 2021; 43:677-688. [PMID: 34720048 DOI: 10.1080/13803395.2021.1990214] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Recovery and return to play are important milestones for athletes who sustain sport-related concussions (SRC). Several factors have been shown to influence resolution of post-concussion related symptoms (PCS), but resilience, a trait that reflects the ability to overcome adversity, is another factor that may influence recovery. The aim of this study was to determine the relationship of resilience with resolution of symptoms during recovery in adolescents and young adults following SRC. METHOD This prospective study is part of the North Texas Concussion Registry (ConTex). Subjects (N = 332) aged 13 to 25 years who sustained a SRC within 10 days of presenting to clinic were evaluated at two time points: initial clinical visit and three-month follow-up. Resilience was measured by the self-report Brief Resilience Survey (BRS) and PCS by the Sport Concussion Assessment Tool-5 Symptom Evaluation Post-Concussion Symptom Scale (PCSS). Recovery was determined by self-reported return to sports/physical activity and percent back to normal. RESULTS Repeated measures ANCOVA and linear regression models showed that lower resilience ratings at initial visit were associated with a greater number and severity of PCSS symptoms along with higher levels of anxiety and depression symptoms during recovery from SRC. At three months, subjects with lower initial resilience ratings were less likely to report feeling back to normal and had greater aggravation of symptoms from physical and cognitive activity even when they had returned to sports/physical activity. CONCLUSIONS Lower resilience was associated with greater symptoms and delayed recovery from SRC. Results suggest that resilience may be another important factor to address in recovery from SRC. Future research is needed to examine the extent to which resilience measured after SRC reflects pre-injury characteristics and to better inform the development of interventions to promote resilience during recovery.
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Affiliation(s)
- Stephen C Bunt
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Nyaz Didehhani
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA
| | - Linda S Hynan
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA.,Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Christian LoBue
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA.,Department of Neurological Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | - Mathew Stokes
- Department of Pediatrics, UT Southwestern Medical Center, Dallas, TX, USA.,Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Shane M Miller
- Department of Orthopedics, Texas Scottish Rite Hospital for Children, Dallas, TX, USA.,Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | - Kathleen Bell
- Department of Physical Medicine and Rehabilitation, UT Southwestern Medical Center, Dallas, TX, USA
| | - Hunt Batjer
- Department of Neurological Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | - C Munro Cullum
- Department of Psychiatry, UT Southwestern Medical Center, Dallas, TX, USA.,Department of Neurological Surgery, UT Southwestern Medical Center, Dallas, TX, USA.,Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA
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11
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Niemeier JP, Hammond FM, O'Neil-Pirozzi TM, Venkatesan UM, Bushnik T, Zhang Y, Kennedy RE. Refining understanding of life satisfaction in elderly persons with traumatic brain injury using age-defined cohorts: a TBI model systems study. Brain Inj 2021; 35:1284-1291. [PMID: 34516315 DOI: 10.1080/02699052.2021.1972153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Examine effects of age cohort on post-injury life satisfaction in elderly persons with TBIDesign: Retrospective cohortSetting: TBI Model Systems centers. PARTICIPANTS 5,109 elderly participants with TBI in the TBI Model Systems National DatabaseInterventions: Not applicableMain Outcome Measures: Demographics, injury characteristics and cause, outcomes, age at time of analysis, time to follow commands, maximum follow-up period, and scores on the Satisfaction With Life Scale (SWLS) and Participation Assessment with Recombined Tools-Objective (PART-O) scores at 1, 2, 5, or 10 years post-injury. RESULTS Life satisfaction post-TBI across groups increased with age. The young-old sub-group demonstrated the poorest life satisfaction outcomes, while the oldest sub-group experienced greatest life satisfaction. In contrast, participation decreased with age. CONCLUSIONS Findings show diversity in satisfaction with life following moderate to severe TBI for three elderly age-cohorts. Differences may be due to variations in generation-based lived experience, in perceived meaningfulness of participation, could echo prior evidence of greater resilience in the oldest group, or could reflect bias within the study sample. Further research into between- and within- differences for elderly TBI age cohorts is needed to more precisely meet their needs for physical and functional rehabilitation as well as psychological supports.
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Affiliation(s)
- Janet P Niemeier
- Department of Psychology, University of Alabama, Birmingham, Alabama, United States
| | - Flora M Hammond
- Indiana University School of Medicine, Rehabilitation Hospital of Indiana, Indianapolis, Indiana, United States
| | - Therese M O'Neil-Pirozzi
- Spaulding Rehabilitation Hospital, Northeastern University, Boston, Massachusetts, United States
| | | | - Tamara Bushnik
- Rusk Rehabilitation, New York University Langone Health, New York, New York, United States
| | - Yue Zhang
- University of Alabama, Birmingham, Alabama, United States
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12
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Tso S, Saha A, Cusimano MD. The Traumatic Brain Injury Model Systems National Database: A Review of Published Research. Neurotrauma Rep 2021; 2:149-164. [PMID: 34223550 PMCID: PMC8240866 DOI: 10.1089/neur.2020.0047] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
The Traumatic Brain Injury Model Systems (TBIMS) is the largest longitudinal TBI data set in the world. Our study reviews the works using TBIMS data for analysis in the last 5 years. A search (2015–2020) was conducted across PubMed, EMBASE, and Google Scholar for studies that used the National Institute on Disability, Independent Living and Rehabilitation Research NIDILRR/VA-TBIMS data. Search terms were as follows: [“TBIMS” national database] within PubMed and Google Scholar, and [“TBIMS” AND national AND database] on EMBASE. Data sources, study foci (in terms of data processing and outcomes), study outcomes, and follow-up information usage were collected to categorize the studies included in this review. Variable usage in terms of TBIMS' form-based variable groups and limitations from each study were also noted. Assessment was made on how TBIMS' objectives were met by the studies. Of the 74 articles reviewed, 23 used TBIMS along with other data sets. Fifty-four studies focused on specific outcome measures only, 6 assessed data aspects as a major focus, and 13 explored both. Sample sizes of the included studies ranged from 11 to 15,835. Forty-two of the 60 longitudinal studies assessed follow-up from 1 to 5 years, and 15 studies used 10 to 25 years of the same. Prominent variable groups as outcome measures were “Employment,” “FIM,” “DRS,” “PART-O,” “Satisfaction with Life,” “PHQ-9,” and “GOS-E.” Limited numbers of studies were published regarding tobacco consumption, the Brief Test of Adult Cognition by Telephone (BTACT), the Supervision Rating Scale (SRS), general health, and comorbidities as variables of interest. Generalizability was the most significant limitation mentioned by the studies. The TBIMS is a rich resource for large-sample longitudinal analyses of various TBI outcomes. Future efforts should focus on under-utilized variables and improving generalizability by validation of results across large-scale TBI data sets to better understand the heterogeneity of TBI.
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Affiliation(s)
- Samantha Tso
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Ashirbani Saha
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada.,Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Michael D Cusimano
- Division of Neurosurgery, St. Michael's Hospital, Toronto, Ontario, Canada.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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13
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Popovitz J, Mysore SP, Adwanikar H. Neural Markers of Vulnerability to Anxiety Outcomes after Traumatic Brain Injury. J Neurotrauma 2020; 38:1006-1022. [PMID: 33050836 DOI: 10.1089/neu.2020.7320] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Anxiety outcomes after traumatic brain injury (TBI) are complex, and the underlying neural mechanisms are poorly understood. Here, we developed a multi-dimensional behavioral profiling approach to investigate anxiety-like outcomes in mice that takes into account individual variability. Departing from the tradition of comparing outcomes in TBI versus sham groups, we identified a subgroup within the TBI group that is vulnerable to anxiety dysfunction, and present increased exploration of the anxiogenic zone compared to sham controls or resilient injured animals, by applying dimensionality reduction, clustering, and post hoc validation to behavioral data obtained from multiple assays for anxiety at several post-injury time points. These vulnerable animals expressed distinct molecular profiles in the corticolimbic network, with downregulation in gamma-aminobutyric acid and glutamate and upregulation in neuropeptide Y markers. Indeed, among vulnerable animals, not resilient or sham controls, severity of anxiety-related outcomes correlated strongly with expression of molecular markers. Our results establish a foundational approach, with predictive power, for reliably identifying maladaptive anxiety outcomes after TBI and uncovering neural signatures of vulnerability to anxiety.
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Affiliation(s)
- Juliana Popovitz
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Shreesh P Mysore
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, Maryland, USA.,Department of Neuroscience, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hita Adwanikar
- Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, Maryland, USA
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14
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Aza A, Verdugo MÁ, Orgaz MB, Andelic N, Fernández M, Forslund MV. The predictors of proxy- and self-reported quality of life among individuals with acquired brain injury. Disabil Rehabil 2020; 44:1333-1345. [PMID: 32847433 DOI: 10.1080/09638288.2020.1803426] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
PURPOSE Acquired brain injury (ABI) diminishes quality of life (QoL) of affected individuals and their families. Fortunately, new multidimensional instruments such as the calidad de vida en daño cerebral (CAVIDACE) scale are available. However, differences in self- and proxy-reported QoL remain unclear. Therefore, this study examined these differences and identified predictors of QoL among individuals with ABI. MATERIALS AND METHODS This cross-sectional study comprised 393 adults with ABI (men: 60%; Mage = 54.65, SD = 14.51). Self-, family-, and professional-reported QoL were assessed using the CAVIDACE scale. Other personal and social variables were assessed as predictors of QoL. RESULTS Professionals had the lowest QoL scores (M = 1.88, SD = 0.45), followed by family members (M = 2.02, SD = 0.44) and individuals with ABI (M = 2.10, SD = 0.43). Significant differences were found for almost all QoL domains, finding the highest correlations between family and professional proxy measures (r = 0.63). Hierarchical regression analysis revealed that sociodemographic, clinical, rehabilitation, personal, and social variables were significant predictors of QoL. CONCLUSIONS It is necessary to use both self- and proxy-report measures of QoL. Additionally, the identification of the variables that impact QoL permits us to modify the interventions that are offered to these individuals accordingly.Implications for rehabilitationAcquired brain injury (ABI) causes significant levels of disability and affects several domains of functioning, which in turn can adversely affect quality of life (QoL).QoL is a multidimensional construct that is affected by numerous factors: sociodemographic, clinical, personal, social, etc; and also, with aspects related to the rehabilitation they receive after ABI.Rehabilitation programs should address the different domains of functioning that have been affected by ABI.Based on research findings about the QoL's predictors, modifications could be made in the rehabilitation process; paying special attention to the depressive- and anosognosia process, as well as the importance of promoting social support, community integration, and resilience.
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Affiliation(s)
- Alba Aza
- Faculty of Psychology, University of Salamanca, Salamanca, Spain.,Institute on Community Integration (INICO), University of Salamanca, Salamanca, Spain
| | - Miguel Ángel Verdugo
- Faculty of Psychology, University of Salamanca, Salamanca, Spain.,Institute on Community Integration (INICO), University of Salamanca, Salamanca, Spain
| | - María Begoña Orgaz
- Faculty of Psychology, University of Salamanca, Salamanca, Spain.,Institute on Community Integration (INICO), University of Salamanca, Salamanca, Spain
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.,Faculty of Medicine, Institute of Health and Society, Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), University of Oslo, Oslo, Norway
| | - María Fernández
- Faculty of Psychology, University of Salamanca, Salamanca, Spain.,Institute on Community Integration (INICO), University of Salamanca, Salamanca, Spain
| | - Marit Vindal Forslund
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway.,Faculty of Medicine, Institute of Health and Society, Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), University of Oslo, Oslo, Norway
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15
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Gyawali P, Chow WZ, Hinwood M, Kluge M, English C, Ong LK, Nilsson M, Walker FR. Opposing Associations of Stress and Resilience With Functional Outcomes in Stroke Survivors in the Chronic Phase of Stroke: A Cross-Sectional Study. Front Neurol 2020; 11:230. [PMID: 32390923 PMCID: PMC7188983 DOI: 10.3389/fneur.2020.00230] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/10/2020] [Indexed: 12/21/2022] Open
Abstract
Stroke survivors report significant levels of psychological distress post stroke. To date, most studies conducted have focused on the relationship between psychological stress and functional outcomes in the acute phase of stroke. However, no studies had considered the role of stress over the chronic phase, where stress may continue to exert negative effects on cognitive and psychological processes. Further, the role of potentially modulatory variables, such as psychological resilience, on stroke outcomes has been understudied. The purpose of this study was to consider the relationships between stress and resilience with functional outcomes in long-term survivors of stroke. People (N = 70) who had experienced a stroke between 5 months and 28 years ago were included in the cross-sectional study, along with age-matched controls (N = 70). We measured stress using both the Perceived Stress Scale and biological markers, and resilience using both the Brief Resilience Scale and the Connor-Davidson Resilience Scale. Stroke outcomes were assessed using the Stroke Impact Scale. We found that, compared with age-matched controls, stroke survivors reported greater levels of perceived stress, and lower levels of resilience. In stroke survivors, both perceived stress and resilience were independently associated with stroke outcomes in linear regression models. In particular, these relationships were observed for cognitive outcomes including mood, memory, and communication. The association between stress and stroke outcome did not differ across time post stroke. Given that resilience is a modifiable psychological construct, future research may consider whether strategies directed at enhancing resilience may improve recovery from stroke. Australia and New Zealand Clinical Trials Registry: ACTRN12617000736347.
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Affiliation(s)
- Prajwal Gyawali
- School of Biomedical Sciences and Pharmacy and Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, Heidelberg, VIC, Australia
| | - Wei Zhen Chow
- School of Biomedical Sciences and Pharmacy and Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, Heidelberg, VIC, Australia
| | - Madeleine Hinwood
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
| | - Murielle Kluge
- School of Biomedical Sciences and Pharmacy and Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Coralie English
- Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, Heidelberg, VIC, Australia.,Centre for Rehab Innovations, The University of Newcastle, Callaghan, NSW, Australia.,School of Health Sciences, University of Newcastle, Callaghan, NSW, Australia
| | - Lin Kooi Ong
- School of Biomedical Sciences and Pharmacy and Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, Heidelberg, VIC, Australia.,School of Pharmacy, Monash University Malaysia, Bandar Sunway, Malaysia
| | - Michael Nilsson
- School of Biomedical Sciences and Pharmacy and Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, Heidelberg, VIC, Australia.,Centre for Rehab Innovations, The University of Newcastle, Callaghan, NSW, Australia
| | - Frederick Rohan Walker
- School of Biomedical Sciences and Pharmacy and Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, Heidelberg, VIC, Australia.,Centre for Rehab Innovations, The University of Newcastle, Callaghan, NSW, Australia
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16
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Perini P, Caristi M, Mondin E, Matarrese MR, Cortese G, Giustini A, Cannella I, Pinzello A, Fogar P. Traumatic Brain Injury Caused by Work Accidents: How can Occupational and Vocational Recovery be Achieved? JOURNAL OF REHABILITATION MEDICINE. CLINICAL COMMUNICATIONS 2020; 3:1000031. [PMID: 33884133 PMCID: PMC8008731 DOI: 10.2340/20030711-1000031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 01/28/2020] [Indexed: 11/16/2022]
Abstract
Issues connected with the reintegration of individuals affected by severe brain injury are numerous and complex. Extensive data indicate the effectiveness of treatments based on an holistic approach, which integrates medical interventions with social programmes and offers continuity, leading to the rapid achievement of independent living outcomes and return to work. In Italy, extensive resources are available for the clinical and rehabilitation management of individuals affected by traumatic brain injury in the acute and post-acute phase, but there are only a few organized services to support the reintegration phase. This paper describes a model created via a 2-year collaboration between the National Institute for Insurance against Accidents at Work (INAIL) in Rome and the National Federation of Traumatic Brain Injury Associations (FNATC). The combined effort of these organizations led to the development of an Italian Model of Vocational Rehabilitation (IMoVR), which was exportable to all 20 Italian Regions. Due to the experience gained by a few avant-garde teams, IMoVR was used to pioneer an approach characterized by structured phases and actions aimed at designing high-quality interventions, and at monitoring their long-term effectiveness. These teams comprised experts in different areas, including: forensic doctors, social workers, administrative managers of INAIL, neuropsychologists, psychotherapists, educators working in associations registered with FNATC, all of whom are members of a service network that had already activated small individual vocational projects. In total, the collaboration comprised 42 pro-fessionals working in 7 Italian cities: Ancona, Arezzo, Ferrara, Milano, Pordenone, Rimini and Vicenza.
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Affiliation(s)
- Paola Perini
- Istituto di Riabilitazione Madre della Divina Provvidenza Agazzi, Arezzo, Italy
- FNATC, Federazione Nazionale Traumi Cranici, Pordenone, Italy
- Associazione Casa e Lavoro APS, Ferrara, Italy
| | - Margherita Caristi
- INAIL Istituto Nazionale Assicurazione Infortuni sul lavoro, Direzione Centrale, Roma, Italy
| | - Elisabetta Mondin
- FNATC, Federazione Nazionale Traumi Cranici, Pordenone, Italy
- Sogno e Vita Cooperativa Sociale, Vicenza, Italy
| | - Maria Rosaria Matarrese
- INAIL Istituto Nazionale Assicurazione Infortuni sul lavoro, Direzione Centrale, Roma, Italy
| | - Giovanni Cortese
- INAIL Istituto Nazionale Assicurazione Infortuni sul lavoro, Direzione Centrale, Roma, Italy
| | - Alessandro Giustini
- Istituto di Riabilitazione Madre della Divina Provvidenza Agazzi, Arezzo, Italy
- Ospedale Di Riabilitazione San Pancrazio Arco di Trento, Arco, Italy
- FNATC, Federazione Nazionale Traumi Cranici, Pordenone, Italy
| | - Ilaria Cannella
- INAIL Istituto Nazionale Assicurazione Infortuni sul lavoro, Direzione Centrale, Roma, Italy
| | - Alessia Pinzello
- INAIL Istituto Nazionale Assicurazione Infortuni sul lavoro, Direzione Centrale, Roma, Italy
| | - Paolo Fogar
- FNATC, Federazione Nazionale Traumi Cranici, Pordenone, Italy
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17
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Adaptation and validation of the self-report version of the scale for measuring quality of life in people with acquired brain injury (CAVIDACE). Qual Life Res 2019; 29:1107-1121. [DOI: 10.1007/s11136-019-02386-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/05/2019] [Indexed: 01/25/2023]
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18
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Vos L, Poritz JMP, Ngan E, Leon-Novelo L, Sherer M. The relationship between resilience, emotional distress, and community participation outcomes following traumatic brain injury. Brain Inj 2019; 33:1615-1623. [PMID: 31456432 DOI: 10.1080/02699052.2019.1658132] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Purpose/Objective: To determine how resilience is associated with social participation outcomes in persons with traumatic brain injury (TBI), in the context of emotional distress, demographics, and injury-related factors.Setting: Individuals with a history of TBI recruited the following stay at three rehabilitation facilities in the USA.Participants: 201 community-dwelling persons with medically documented TBI ranging in severity from mild to severe.Design: Prospective cohort observational study. Data were collected at two time points, approximately 6 months apart.Main Measures: TBI-QOL; PART-OResults: Resilience at baseline was moderately to strongly correlated with baseline psychological distress variables (rs= -.66) and social participation variables (rs =.33 to.57). In regression analyses, resilience was directly associated with social participation outcomes and formed a significant interaction with emotional distress in some models. Resilience failed to show a relationship with social participation at 6-month follow-up, when controlling for baseline social participation.Conclusions: Though related to emotional distress, self-reported resilience makes a unique contribution to predicting outcomes over time following brain injury, and may impact the relationship between stress and negative participation outcomes. As such, it is possible interventions that promote resilience may mitigate distress and promote community integration.
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Affiliation(s)
- Leia Vos
- TIRR Memorial Hermann, Brain Injury Research Center.,Neuropsychology, Zablocki VA Medical Center, Milwaukee, WI, USA.,Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, USA
| | | | - Esther Ngan
- School of Public Health, Department of Biostatistics and Data Science, University of Texas Health Science Center at Houston
| | - Luis Leon-Novelo
- School of Public Health, Department of Biostatistics and Data Science, University of Texas Health Science Center at Houston
| | - Mark Sherer
- TIRR Memorial Hermann, Brain Injury Research Center.,Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, USA
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19
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Abstract
Purpose: This study examined the extent to which resilience is associated with well-being outcomes after traumatic brain injury, and whether those relationships are independent of global personality traits, such as affectivity.Materials and methods: Sixty-seven adults with complicated-mild to severe traumatic brain injury participated. Measures included the Connor-Davidson Resilience Scale, Modified Cumulative Illness Rating Scale, Disability Rating Scale, SF-12 Health Survey, Satisfaction with Life Scale, and Community Integration Measure.Results: Objective physical health and disability showed modest relation to resilience, indicating that adverse health conditions and disability decreased with increasing resilience. The three measures of subjective well-being showed modest-to-strong positive relation to resilience. These correlations between resilience and well-being generally remained significant after accounting for negative and positive affectivity. Results also suggest that the influence of resilience on well-being has a threshold effect: a greater influence on outcome among people with low or inadequate resilience than among people with average or high resilience.Conclusion: The experience of brain injury does not diminish the positive influence resilience may have on long-term well-being. Resilience may function as a buffer to trauma even in the challenging context of cognitive insult. Routine assessment of resilience might be beneficial to the rehabilitation team.Implications for rehabilitationResilience is positively associated with subjective and objective well-being among adults with moderate-to-severe traumatic brain injury, and it appears to function among adults with traumatic brain injury similarly to adults without cognitive disabilities.Resilience overlaps with overarching trait personality constructs such as affectivity; yet, it has unique characteristics and unique value in understanding well-being.The adverse effects of low resilience show stronger influence on well-being than do the positive effects of high resilience.Routine assessment of resilience might be beneficial to the rehabilitation team in understanding patients and their families, especially in discharge planning, where beliefs about personal capabilities to rebound from adversity shape likely future behavior.
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Affiliation(s)
- Lisa J Rapport
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Christina G Wong
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Robin A Hanks
- Department of Physical Medicine and Rehabilitation, Wayne State University, Detroit, Michigan, USA
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20
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Brunner M, Palmer S, Togher L, Hemsley B. 'I kind of figured it out': the views and experiences of people with traumatic brain injury (TBI) in using social media-self-determination for participation and inclusion online. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2019; 54:221-233. [PMID: 29873159 PMCID: PMC6585763 DOI: 10.1111/1460-6984.12405] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 05/11/2018] [Accepted: 05/22/2018] [Indexed: 05/11/2023]
Abstract
BACKGROUND Social media can support people with communication disability to access information, social participation and support. However, little is known about the experiences of people with traumatic brain injury (TBI) who use social media to determine their needs in relation to social media use. AIMS To determine the views and experiences of adults with TBI and cognitive-communication disability on using social media, specifically: (1) the nature of their social media experience; (2) barriers and facilitators to successful use; and (3) strategies that enabled their use of social media. METHODS & PROCEDURES Thirteen adults (seven men, six women) with TBI and cognitive-communication disability were interviewed about their social media experiences, and a content thematic analysis was conducted. OUTCOMES & RESULTS Participants used several social media platforms including Facebook, Twitter, Instagram and virtual gaming worlds. All but one participant used social media several times each day and all used social media for social connection. Five major themes emerged from the data: (1) getting started in social media for participation and inclusion; (2) drivers to continued use of social media; (3) manner of using social media; (4) navigating social media; and (5) an evolving sense of social media mastery. In using platforms in a variety of ways, some participants developed an evolving sense of social media mastery. Participants applied caution in using social media, tended to learn through a process of trial and error, and lacked structured supports from family, friends or health professionals. They also reported several challenges that influenced their ability to use social media, but found support from peers in using the social media platforms. This information could be used to inform interventions supporting the use of social media for people with TBI and directions for future research. CONCLUSIONS & IMPLICATIONS Social media offers adults with TBI several opportunities to communicate and for some to develop and strengthen social relationships. However, some adults with TBI also reported the need for more information about how to use social media. Their stories suggested a need to develop a sense of purpose in relation to using social media, and ultimately more routine and purposeful use to develop a sense of social media mastery. Further research is needed to examine the social media data and networks of people with TBI, to verify and expand upon the reported findings, and to inform roles that family, friends and health professionals may play in supporting rehabilitation goals for people with TBI.
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Affiliation(s)
- Melissa Brunner
- Speech Pathology, Graduate School of Health, UTS, Ultimo, NSW, Australia
| | - Stuart Palmer
- School of Engineering, Deakin University, Geelong, VIC, Australia
| | - Leanne Togher
- Speech Pathology, Faculty of Health Sciences, University of Sydney, Sydney, NSW, Australia
- NHMRC Centre of Research Excellence in Brain Recovery, UNSW, Sydney, NSW, Australia
| | - Bronwyn Hemsley
- Speech Pathology, Graduate School of Health, UTS, Ultimo, NSW, Australia
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21
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Dreer LE, Cox MK, McBrayer A, Neumeier WH, Herman C, Malone LA. Resilience Among Caregivers of Injured Service Members: Finding the Strengths in Caregiving. Arch Phys Med Rehabil 2019; 100:S76-S84. [PMID: 30684488 DOI: 10.1016/j.apmr.2018.12.027] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Accepted: 12/07/2018] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To examine the relationships between caregiver resilience and a comprehensive set of sociodemographic and health-related quality of life (HRQOL) predictors among both caregivers and injured service members. DESIGN Cross-sectional analysis of an observational cohort. SETTING Community dwelling. PARTICIPANTS Caregivers (n=87) who provide instrumental or emotional support to injured service members (n=73)(N=160). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE The Connor-Davidson Resilience Scale 25-item version. RESULTS Higher caregiver resilience scores were related to lower depressive symptom severity, greater health responsibility, physical activity, nutrition, spiritual growth, interpersonal relations, stress management, and problem-solving orientation. A multivariable regression model showed that spiritual growth and aspects of problem-solving orientation were significantly related to resilience. CONCLUSIONS Results highlight the relationships between resilience and spirituality, problem-solving orientation, and aspects of HRQOL among caregivers of injured service members. These findings have important implications for caregiver behavioral health programs designed to promote resilience and draw upon caregiver strengths when taking on a caregiver role. Approaches that include a more integrative medicine or strengths-based emphasis may be particularly beneficial when working with families of injured military.
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Affiliation(s)
- Laura E Dreer
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Alabama, the United States.
| | - Molly K Cox
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Alabama, the United States
| | - Alexandra McBrayer
- Department of Ophthalmology and Visual Sciences, University of Alabama at Birmingham, Alabama, the United States
| | - William H Neumeier
- School of Health Professions, UAB-Lakeshore Research Collaborative, University of Alabama at Birmingham, Birmingham, Alabama, the United States
| | - Cassandra Herman
- School of Health Professions, UAB-Lakeshore Research Collaborative, University of Alabama at Birmingham, Birmingham, Alabama, the United States; Department of Health Behavior, University of Alabama at Birmingham, Birmingham, Alabama, the United States
| | - Laurie A Malone
- School of Health Professions, UAB-Lakeshore Research Collaborative, University of Alabama at Birmingham, Birmingham, Alabama, the United States
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22
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Holloway M, Orr D, Clark-Wilson J. Experiences of challenges and support among family members of people with acquired brain injury: a qualitative study in the UK. Brain Inj 2019; 33:401-411. [PMID: 30663417 DOI: 10.1080/02699052.2019.1566967] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
PRIMARY OBJECTIVE Family members (FM) are affected by the impact of an Acquired Brain Injury (ABI) upon their relatives and play an important role in rehabilitation and long-term support. This study explores how families are affected and integrates their views on the formal/informal support received as a consequence of ABI. RESEARCH DESIGN A qualitative research design was employed to capture the lived experience of FM of people with ABI. METHOD Semi-structured interviews were conducted with 16 FM of people with severe ABI. Participants were chosen from respondents to a UK national online survey of affected individuals. Interview data were analysed using inductive thematic analysis. RESULTS Family members' experiences are complex, enduring and are affected by the context in which the ABI occurs as well as by formal/informal support. The grief experienced by FM is ambiguous, develops over time and FM perceive little option but to remain involved. Experience of formal and informal support is noted to vary significantly in availability and quality, poor support exacerbates difficulties and isolates family members. CONCLUSION Greater understanding of the lived experience of FM is needed to support more effective responses to both them and the individual with ABI, integrating services and families to improve quality-of-life.
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Affiliation(s)
| | - David Orr
- b University of Sussex , Brighton , UK
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23
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Castor N, El Massioui F. Resilience after a neurological pathology: What impact on the cognitive abilities of patients with brain damage? Neuropsychol Rehabil 2018; 30:853-871. [PMID: 30136623 DOI: 10.1080/09602011.2018.1512873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
The aim of this study is to examine resilience in patients with traumatic brain injury and patients who suffered from stroke. As traumatic brain injury and stroke both have a recovery potential, we investigate cognitive recovery in this context. Given the involvement of resilience in physiological recovery and positive emotions in enhancing cognitive capacities, we hypothesised that resilience could be related to cognitive abilities and recovery following traumatic brain injury and stroke. Our results show the same degree of resilience and cognitive capacities in our participants in two separate assessments. An improvement in cognitive abilities was observed, as was a correlation between these abilities and resilience. In other words, the greater the resilience, the higher the patient's cognitive performances. Resilience appears to influence cognitive abilities in participants with brain damage and also be involved in recovery.
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Affiliation(s)
- Naomie Castor
- Département de Psychologie, Université Paris 8, Paris, France
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24
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Wardlaw C, Hicks AJ, Sherer M, Ponsford JL. Psychological Resilience Is Associated With Participation Outcomes Following Mild to Severe Traumatic Brain Injury. Front Neurol 2018; 9:563. [PMID: 30061858 PMCID: PMC6054998 DOI: 10.3389/fneur.2018.00563] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 06/22/2018] [Indexed: 11/13/2022] Open
Abstract
Traumatic brain injury (TBI) causes physical and cognitive-behavioral impairments that reduce participation in employment, leisure, and social relationships. Demographic and injury-related factors account for a small proportion of variance in participation post-injury. Personal factors such as resilience may also impact outcomes. This study aimed to examine the association of resilience alongside demographic, injury-related, cognitive, emotional, and family factors with participation following TBI. It was hypothesized that resilience would make an independent contribution to participation outcomes after TBI. Participants included 245 individuals with mild-severe TBI [Mage = 44.41, SDage = 16.09; post traumatic amnesia (PTA) duration M 24.95 days, SD 45.99] who completed the Participation Assessment with Recombined Tools-Objective (PART-O), TBI Quality of Life Resilience scale, Family Assessment Device General Functioning Scale, Rey Auditory Verbal Learning Test, National Adult Reading Test, and Hospital Anxiety and Depression Scale an average 4.63 years post-injury (SD 3.02, R 0.5-13). Multiple regression analyses were used to examine predictors of PART-O scores as the participation measure. Variables in the model accounted for a significant 38% of the variability in participation outcomes, F(13, 211) = 9.93, p < 0.05, R2 = 0.38, adjusted R2 = 0.34. Resilience was a significant predictor of higher participation, along with shorter PTA duration, more years since injury, higher education and IQ, and younger age. Mediation analyses revealed depression mediated the relationship between resilience and participation. As greater resilience may protect against depression and enhance participation this may be a focus of intervention.
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Affiliation(s)
- Carla Wardlaw
- Monash-Epworth Rehabilitation Research Centre, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia
| | - Amelia J. Hicks
- Monash-Epworth Rehabilitation Research Centre, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia
| | - Mark Sherer
- TIRR Memorial Hermann, Houston, TX, United States
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, United States
| | - Jennie L. Ponsford
- Monash-Epworth Rehabilitation Research Centre, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Melbourne, VIC, Australia
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25
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Nalder E, Hartman L, Hunt A, King G. Traumatic brain injury resiliency model: a conceptual model to guide rehabilitation research and practice. Disabil Rehabil 2018; 41:2708-2717. [DOI: 10.1080/09638288.2018.1474495] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Emily Nalder
- Department of Occupational Science and Occupational Therapy, and Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
- March of Dimes Canada, Toronto, Ontario, Canada
| | - Laura Hartman
- Department of Occupational Science and Occupational Therapy, and Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
- Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
| | - Anne Hunt
- Department of Occupational Science and Occupational Therapy, and Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
- Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
| | - Gillian King
- Department of Occupational Science and Occupational Therapy, and Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
- Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada
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26
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Kreutzer JS, Marwitz JH, Sima AP, Mills A, Hsu NH, Lukow HR. Efficacy of the resilience and adjustment intervention after traumatic brain injury: a randomized controlled trial. Brain Inj 2018; 32:963-971. [DOI: 10.1080/02699052.2018.1468577] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Affiliation(s)
- Jeffrey S. Kreutzer
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, USA
| | - Jennifer H. Marwitz
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, USA
| | - Adam P. Sima
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA
| | - Ana Mills
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, USA
| | - Nancy H. Hsu
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, USA
| | - Herman R. Lukow
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, USA
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27
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Rabinowitz AR, Arnett PA. Positive psychology perspective on traumatic brain injury recovery and rehabilitation. APPLIED NEUROPSYCHOLOGY-ADULT 2018; 25:295-303. [DOI: 10.1080/23279095.2018.1458514] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Amanda R. Rabinowitz
- Moss Rehabilitation Research Institute, MossRehab, Elkins Park, Pennsylvania, USA
| | - Peter A. Arnett
- Department of Psychology, The Pennsylvania State University, University Park, Pennsylvania, USA
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28
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Walker WC, Stromberg KA, Marwitz JH, Sima AP, Agyemang AA, Graham KM, Harrison-Felix C, Hoffman JM, Brown AW, Kreutzer JS, Merchant R. Predicting Long-Term Global Outcome after Traumatic Brain Injury: Development of a Practical Prognostic Tool Using the Traumatic Brain Injury Model Systems National Database. J Neurotrauma 2018; 35:1587-1595. [PMID: 29566600 PMCID: PMC6016099 DOI: 10.1089/neu.2017.5359] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
For patients surviving serious traumatic brain injury (TBI), families and other stakeholders often desire information on long-term functional prognosis, but accurate and easy-to-use clinical tools are lacking. We aimed to build utilitarian decision trees from commonly collected clinical variables to predict Glasgow Outcome Scale (GOS) functional levels at 1, 2, and 5 years after moderate-to-severe closed TBI. Flexible classification tree statistical modeling was used on prospectively collected data from the TBI-Model Systems (TBIMS) inception cohort study. Enrollments occurred at 17 designated, or previously designated, TBIMS inpatient rehabilitation facilities. Analysis included all participants with nonpenetrating TBI injured between January 1997 and January 2017. Sample sizes were 10,125 (year-1), 8,821 (year-2), and 6,165 (year-5) after cross-sectional exclusions (death, vegetative state, insufficient post-injury time, and unavailable outcome). In our final models, post-traumatic amnesia (PTA) duration consistently dominated branching hierarchy and was the lone injury characteristic significantly contributing to GOS predictability. Lower-order variables that added predictability were age, pre-morbid education, productivity, and occupational category. Generally, patient outcomes improved with shorter PTA, younger age, greater pre-morbid productivity, and higher pre-morbid vocational or educational achievement. Across all prognostic groups, the best and worst good recovery rates were 65.7% and 10.9%, respectively, and the best and worst severe disability rates were 3.9% and 64.1%. Predictability in test data sets ranged from C-statistic of 0.691 (year-1; confidence interval [CI], 0.675, 0.711) to 0.731 (year-2; CI, 0.724, 0.738). In conclusion, we developed a clinically useful tool to provide prognostic information on long-term functional outcomes for adult survivors of moderate and severe closed TBI. Predictive accuracy for GOS level was demonstrated in an independent test sample. Length of PTA, a clinical marker of injury severity, was by far the most critical outcome determinant.
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Affiliation(s)
- William C Walker
- 1 Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University , Richmond, Virginia
| | - Katharine A Stromberg
- 2 Department of Biostatistics, Virginia Commonwealth University , Richmond, Virginia
| | - Jennifer H Marwitz
- 1 Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University , Richmond, Virginia
| | - Adam P Sima
- 2 Department of Biostatistics, Virginia Commonwealth University , Richmond, Virginia
| | - Amma A Agyemang
- 1 Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University , Richmond, Virginia
| | - Kristin M Graham
- 1 Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University , Richmond, Virginia
| | - Cynthia Harrison-Felix
- 3 Traumatic Brain Injury Model Systems National Data and Statistical Center , Craig Hospital, Englewood, Colorado
| | - Jeanne M Hoffman
- 4 Department of Rehabilitation Medicine, University of Washington , Seattle, Washington
| | - Allen W Brown
- 5 Department of Physical Medicine and Rehabilitation, Mayo Clinic , Rochester, Minnesota
| | - Jeffrey S Kreutzer
- 1 Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University , Richmond, Virginia
| | - Randall Merchant
- 1 Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University , Richmond, Virginia
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29
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Living Life After Traumatic Brain Injury: Phase 1 of a Longitudinal Qualitative Study. J Head Trauma Rehabil 2018; 33:E44-E52. [DOI: 10.1097/htr.0000000000000321] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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30
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Heiden SM, Caldwell BS. Considerations for developing chronic care system for traumatic brain injury based on comparisons of cancer survivorship and diabetes management care. ERGONOMICS 2018; 61:134-147. [PMID: 28679345 DOI: 10.1080/00140139.2017.1349932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Experts in traumatic brain injury (TBI) rehabilitation recently proposed the framing of TBI as a chronic disease rather than a discrete event. Within the framework of the Chronic Care Model (CCM), a systematic comparison of three diseases - cancer survivorship, diabetes management and TBI chronic care - was conducted regarding chronic needs and the management of those needs. In addition, comparisons of these conditions require comparative evaluations of disease management characteristics and the survivor concept. The analysis found diabetes is more established within the CCM, where care is integrated across specialists and primary care providers. No single comparison provides a full analogue for understanding the chronic care health delivery system for TBI, indicating the need for a separate model to address needs and resources for TBI survivors. The findings from this research can provide practitioners with a context to develop a robust continued care health system for TBI. Practitioner Summary: We examine development of a chronic care system for traumatic brain injury. We conducted a systematic comparison of Chronic Care Model elements of decision and information support. Development of capabilities using a benchmark of diabetes care, with additional insights from cancer care, provides insights for implementing TBI chronic care systems.
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Affiliation(s)
- Siobhan M Heiden
- a School of Industrial Engineering , Purdue University , West Lafayette , IN , USA
| | - Barrett S Caldwell
- a School of Industrial Engineering , Purdue University , West Lafayette , IN , USA
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31
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Arbour C, Gosselin N, Levert MJ, Gauvin-Lepage J, Michallet B, Lefebvre H. Does age matter? A mixed methods study examining determinants of good recovery and resilience in young and middle-aged adults following moderate-to-severe traumatic brain injury. J Adv Nurs 2017; 73:3133-3143. [DOI: 10.1111/jan.13376] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Caroline Arbour
- Faculty of Nursing; Université de Montréal; Montréal QC Canada
| | - Nadia Gosselin
- Department of Psychology; Université de Montréal; Montréal QC Canada
| | | | | | - Bernard Michallet
- Department of Speech and Language Therapy; Université du Québec à Trois-Rivières; Trois-Rivières QC Canada
| | - Hélène Lefebvre
- Faculty of Nursing; Université de Montréal; Montréal QC Canada
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32
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Marwitz JH, Sima AP, Kreutzer JS, Dreer LE, Bergquist TF, Zafonte R, Johnson-Greene D, Felix ER. Longitudinal Examination of Resilience After Traumatic Brain Injury: A Traumatic Brain Injury Model Systems Study. Arch Phys Med Rehabil 2017; 99:264-271. [PMID: 28734937 DOI: 10.1016/j.apmr.2017.06.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 05/23/2017] [Accepted: 06/11/2017] [Indexed: 01/07/2023]
Abstract
OBJECTIVES To evaluate (1) the trajectory of resilience during the first year after a moderate-severe traumatic brain injury (TBI); (2) factors associated with resilience at 3, 6, and 12 months postinjury; and (3) changing relationships over time between resilience and other factors. DESIGN Longitudinal analysis of an observational cohort. SETTING Five inpatient rehabilitation centers. PARTICIPANTS Patients with TBI (N=195) enrolled in the resilience module of the TBI Model Systems study with data collected at 3-, 6-, and 12-month follow-up. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Connor-Davidson Resilience Scale. RESULTS Initially, resilience levels appeared to be stable during the first year postinjury. Individual growth curve models were used to examine resilience over time in relation to demographic, psychosocial, and injury characteristics. After adjusting for these characteristics, resilience actually declined over time. Higher levels of resilience were related to nonminority status, absence of preinjury substance abuse, lower anxiety and disability level, and greater life satisfaction. CONCLUSIONS Resilience is a construct that is relevant to understanding brain injury outcomes and has potential value in planning clinical interventions.
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Affiliation(s)
- Jennifer H Marwitz
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA.
| | - Adam P Sima
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA
| | - Jeffrey S Kreutzer
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA; Department of Neurological Surgery, Virginia Commonwealth University, Richmond, VA; Department of Psychiatry, Virginia Commonwealth University, Richmond, VA
| | - Laura E Dreer
- Department of Ophthalmology, University of Alabama at Birmingham, Birmingham, AL; Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL
| | - Thomas F Bergquist
- Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN; Department of Physical Medicine and Rehabilitation, Mayo Clinic College of Medicine, Rochester, MN
| | - Ross Zafonte
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Douglas Johnson-Greene
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, FL
| | - Elizabeth R Felix
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, FL
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33
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Neils-Strunjas J, Paul D, Clark AN, Mudar R, Duff MC, Waldron-Perrine B, Bechtold KT. Role of resilience in the rehabilitation of adults with acquired brain injury. Brain Inj 2017; 31:131-139. [DOI: 10.1080/02699052.2016.1229032] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Jean Neils-Strunjas
- Department of Communication Sciences and Disorders, Western Kentucky University, Bowling Green, KT, USA
| | - Diane Paul
- American Speech-Language-Hearing Association, Rockville, MD, USA
| | - Allison N. Clark
- Department of Physical Medicine & Rehabilitation, Baylor College of Medicine and Brain Injury Research Center at TIRR Memorial Hermann, Houston, TX, USA
| | - Raksha Mudar
- Department of Speech & Hearing Science, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA
| | - Melissa C. Duff
- Department of Communication Sciences & Disorders, University of Iowa, Iowa City, IA, USA
| | | | - Kathleen T. Bechtold
- Department of Physical Medicine & Rehabilitation, Johns Hopkins University, Baltimore, MD, USA
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34
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Recommendations for Development of Botanical Polyphenols as "Natural Drugs" for Promotion of Resilience Against Stress-Induced Depression and Cognitive Impairment. Neuromolecular Med 2016; 18:487-95. [PMID: 27342633 DOI: 10.1007/s12017-016-8418-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 06/11/2016] [Indexed: 12/21/2022]
Abstract
Extensive evidence has demonstrated that psychological stress has detrimental effects on psychological health, cognitive function, and ultimately well-being. While stressful events are a significant cause of psychopathology, most individuals exposed to adversity maintain normal psychological functioning. The mechanisms underlying such resilience are poorly understood, and there is an urgent need to identify and target these mechanisms to promote resilience under stressful events. Botanicals have been used throughout history to treat various medical conditions; however, the development of botanical compounds into potential preventative and therapeutic agents in studies promoting brain health is hindered by the fact that most orally consumed botanicals are extensively metabolized during absorption and/or by post-absorptive xenobiotic metabolism. Therefore, the primary objective of this review article is to provide recommendations for developing natural compounds as novel therapeutic strategies to promote resilience in susceptible subjects. The development of botanical polyphenols to ultimately attenuate mood disorders and cognitive impairment will rely on understanding (1) the absorption and bioavailability of botanical polyphenols with emphasis on flavan-3-ols, (2) the characterization of tissue-specific accumulation of biologically available polyphenols and their mechanisms of action in the brain, and eventually (3) the characterization of biologically available polyphenol metabolites in mechanisms associated with the promotion of resilience against mood disorders and cognitive impairment in response to stress. We also summarize exciting new lines of investigation about the role of botanicals such as polyphenols in the promotion of cognitive and psychological resilience. This information will provide a strategical framework for the future development of botanicals as therapeutic agents to promote resilience, ultimately preventing and/or therapeutically treating cognitive impairment and psychological dysfunction.
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