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Kendrick D, Lindley R, Blackburn L, Roadevin C, Thompson E, Andrews I, Anwar F, Brooks A, Carlton E, Crouch R, Day F, Fallon S, Farrin A, Graham L, Hoffman K, Howell R, Holmes J, James M, Jones T, Kellezi B, Kettlewell J, Morriss R, das Nair R, Richardson D, Smith M, Timmons S, Wright-Hughes A, Radford K. Early vocational rehabilitation and psychological support for trauma patients to improve return to work (the ROWTATE trial): study protocol for an individually randomised controlled multicentre pragmatic trial. Trials 2024; 25:439. [PMID: 38956682 PMCID: PMC11221047 DOI: 10.1186/s13063-024-08183-w] [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: 06/01/2023] [Accepted: 05/17/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND Moderately severe or major trauma (injury severity score (ISS) > 8) is common, often resulting in physical and psychological problems and leading to difficulties in returning to work. Vocational rehabilitation (VR) can improve return to work/education in some injuries (e.g. traumatic brain and spinal cord injury), but evidence is lacking for other moderately severe or major trauma. METHODS ROWTATE is an individually randomised controlled multicentre pragmatic trial of early VR and psychological support in trauma patients. It includes an internal pilot, economic evaluation, a process evaluation and an implementation study. Participants will be screened for eligibility and recruited within 12 weeks of admission to eight major trauma centres in England. A total of 722 participants with ISS > 8 will be randomised 1:1 to VR and psychological support (where needed, following psychological screening) plus usual care or to usual care alone. The ROWTATE VR intervention will be provided within 2 weeks of study recruitment by occupational therapists and where needed, by clinical psychologists. It will be individually tailored and provided for ≤ 12 months, dependent on participant need. Baseline assessment will collect data on demographics, injury details, work/education status, cognitive impairment, anxiety, depression, post-traumatic distress, disability, recovery expectations, financial stress and health-related quality of life. Participants will be followed up by postal/telephone/online questionnaires at 3, 6 and 12 months post-randomisation. The primary objective is to establish whether the ROWTATE VR intervention plus usual care is more effective than usual care alone for improving participants' self-reported return to work/education for at least 80% of pre-injury hours at 12 months post-randomisation. Secondary outcomes include other work outcomes (e.g. hours of work/education, time to return to work/education, sickness absence), depression, anxiety, post-traumatic distress, work self-efficacy, financial stress, purpose in life, health-related quality of life and healthcare/personal resource use. The process evaluation and implementation study will be described elsewhere. DISCUSSION This trial will provide robust evidence regarding a VR intervention for a major trauma population. Evidence of a clinically and cost-effective VR intervention will be important for commissioners and providers to enable adoption of VR services for this large and important group of patients within the NHS. TRIAL REGISTRATION ISRCTN: 43115471. Registered 27/07/2021.
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Affiliation(s)
- Denise Kendrick
- Centre for Academic Primary Care, Lifespan and Population Health, School of Medicine, University Park, Nottingham, NG7 2RD, UK.
| | - Rebecca Lindley
- Centre for Academic Primary Care, Lifespan and Population Health, School of Medicine, University Park, Nottingham, NG7 2RD, UK
| | - Lauren Blackburn
- East Midlands Major Trauma Centre, Nottingham University Hospitals NHS Trust, Nottingham, NG7 2UH, UK
| | - Cristina Roadevin
- Nottingham Clinical Trials Unit, University Park, Nottingham, NG7 2RD, UK
| | - Ellen Thompson
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9JT, UK
| | - Isabel Andrews
- Centre for Academic Primary Care, Lifespan and Population Health, School of Medicine, University Park, Nottingham, NG7 2RD, UK
| | - Fahim Anwar
- Cambridge University Hospital NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK
| | - Adam Brooks
- East Midlands Major Trauma Centre, Nottingham University Hospitals NHS Trust, Nottingham, NG7 2UH, UK
| | - Edd Carlton
- North Bristol NHS Trust Southmead Hospital, Southmead Road, Westbury-On-Trym, Bristol, BS10 5NB, UK
| | - Robert Crouch
- University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, S016 6YD, UK
| | - Florence Day
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9JT, UK
| | - Steve Fallon
- Centre for Academic Primary Care, Lifespan and Population Health, School of Medicine, University Park, Nottingham, NG7 2RD, UK
| | - Amanda Farrin
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9JT, UK
| | - Laura Graham
- Royal Victoria Infirmary, Queen Victoria Road, Newcastle Upon Tyne, NE1 4LP, UK
| | - Karen Hoffman
- Centre for Trauma Sciences, Barts Health NHS Trust and Queen Mary University London, Blizard Institute, 4 Newark St, London, E1 2AT, UK
| | - Rebekah Howell
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, LS2 9JT, UK
| | - Jain Holmes
- Centre for Rehabilitation & Ageing Research (CRAR), Injury, Recovery Sciences and Inflammation (IRIS), School of Medicine, Medical School, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Marilyn James
- Nottingham Clinical Trials Unit, University Park, Nottingham, NG7 2RD, UK
| | - Trevor Jones
- Centre for Academic Primary Care, Lifespan and Population Health, School of Medicine, University Park, Nottingham, NG7 2RD, UK
| | - Blerina Kellezi
- Department of Psychology, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK
| | - Jade Kettlewell
- Centre for Academic Primary Care, Lifespan and Population Health, School of Medicine, University Park, Nottingham, NG7 2RD, UK
| | - Richard Morriss
- Institute of Mental Health, Innovation Park, Triumph Road, Nottingham, NG7 2TU, UK
| | | | - Davina Richardson
- Imperial College Healthcare NHS Trust, The Bays, South Wharf Road, London, W2 1NY, UK
| | - Matthew Smith
- Academic Department of Rehabilitation Medicine, Leeds General Infirmary, Leeds, LS1 3EX, UK
| | - Stephen Timmons
- Centre for Health Innovation, Leadership and Learning, Nottingham University Business School, Nottingham, NG8 1BB, UK
| | | | - Kathryn Radford
- Centre for Rehabilitation & Ageing Research (CRAR), Injury, Recovery Sciences and Inflammation (IRIS), School of Medicine, Medical School, University of Nottingham, Nottingham, NG7 2UH, UK
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Horwitz A, McCarthy K, House SL, Beaudoin FL, An X, Neylan TC, Clifford GD, Linnstaedt SD, Germine LT, Rauch SL, Haran JP, Storrow AB, Lewandowski C, Musey PI, Hendry PL, Sheikh S, Jones CW, Punches BE, Swor RA, Hudak LA, Pascual JL, Seamon MJ, Harris E, Pearson C, Peak DA, Domeier RM, Rathlev NK, Sergot P, Sanchez LD, Bruce SE, Joormann J, Harte SE, Koenen KC, McLean SA, Sen S. Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning. J Anxiety Disord 2024; 104:102876. [PMID: 38723405 PMCID: PMC11215748 DOI: 10.1016/j.janxdis.2024.102876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/09/2024] [Accepted: 04/29/2024] [Indexed: 06/12/2024]
Abstract
There are significant challenges to identifying which individuals require intervention following exposure to trauma, and a need for strategies to identify and provide individuals at risk for developing PTSD with timely interventions. The present study seeks to identify a minimal set of trauma-related symptoms, assessed during the weeks following traumatic exposure, that can accurately predict PTSD. Participants were 2185 adults (Mean age=36.4 years; 64% women; 50% Black) presenting for emergency care following traumatic exposure. Participants received a 'flash survey' with 6-8 varying symptoms (from a pool of 26 trauma symptoms) several times per week for eight weeks following the trauma exposure (each symptom assessed ∼6 times). Features (mean, sd, last, worst, peak-end scores) from the repeatedly assessed symptoms were included as candidate variables in a CART machine learning analysis to develop a pragmatic predictive algorithm. PTSD (PCL-5 ≥38) was present for 669 (31%) participants at the 8-week follow-up. A classification tree with three splits, based on mean scores of nervousness, rehashing, and fatigue, predicted PTSD with an Area Under the Curve of 0.836. Findings suggest feasibility for a 3-item assessment protocol, delivered once per week, following traumatic exposure to assess and potentially facilitate follow-up care for those at risk.
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Affiliation(s)
- Adam Horwitz
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Kaitlyn McCarthy
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Stacey L House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Francesca L Beaudoin
- Department of Epidemiology, Brown University, Providence, RI 02930, USA; Department of Emergency Medicine, Brown University, Providence, RI 02930, USA
| | - Xinming An
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA
| | - Thomas C Neylan
- Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Gari D Clifford
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA 30332, USA; Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA
| | - Laura T Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA 02478, USA; The Many Brains Project, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA
| | - Scott L Rauch
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA 02478, USA; Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA; Department of Psychiatry, McLean Hospital, Belmont, MA 02478, USA
| | - John P Haran
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Alan B Storrow
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | - Paul I Musey
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL 32209, USA
| | - Sophia Sheikh
- Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL 32209, USA
| | - Christopher W Jones
- Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ 08103, USA
| | - Brittany E Punches
- Department of Emergency Medicine, Ohio State University College of Medicine, Columbus, OH 43210, USA; Ohio State University College of Nursing, Columbus, OH 43210, USA
| | - Robert A Swor
- Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI 48309, USA
| | - Lauren A Hudak
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA 30329, USA
| | - Jose L Pascual
- Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA 19104, USA; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mark J Seamon
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Surgery, Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Erica Harris
- Department of Emergency Medicine, Einstein Medical Center, Philadelphia, PA 19107, USA
| | - Claire Pearson
- Department of Emergency Medicine, Wayne State University, Ascension St. John Hospital, Detroit, MI 48202, USA
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert M Domeier
- Department of Emergency Medicine, Trinity Health-Ann Arbor, Ypsilanti, MI 48197, USA
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA 01107, USA
| | - Paulina Sergot
- Department of Emergency Medicine, McGovern Medical School at UTHealth, Houston, TX 77030, USA
| | - Leon D Sanchez
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA; Department of Emergency Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Steven E Bruce
- Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO 63121, USA
| | - Jutta Joormann
- Department of Psychology, Yale University, New Haven, CT 06510, USA
| | - Steven E Harte
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Karestan C Koenen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA
| | - Samuel A McLean
- Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA; Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, USA
| | - Srijan Sen
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
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Finstad J, Røise O, Clausen T, Rosseland LA, Havnes IA. A qualitative longitudinal study of traumatic orthopaedic injury survivors' experiences with pain and the long-term recovery trajectory. BMJ Open 2024; 14:e079161. [PMID: 38191252 PMCID: PMC10806614 DOI: 10.1136/bmjopen-2023-079161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/07/2023] [Indexed: 01/10/2024] Open
Abstract
OBJECTIVES To explore trauma patients' experiences of the long-term recovery pathway during 18 months following hospital discharge. DESIGN Longitudinal qualitative study. SETTING AND PARTICIPANTS Thirteen trauma patients with injuries associated with pain that had been interviewed 6 weeks after discharge from Oslo University Hospital in Norway, were followed up with an interview 18 months postdischarge. METHOD The illness trajectory framework informed the data collection, with semistructured, in-depth interviews that were analysed thematically. RESULTS Compared with the subacute phase 6 weeks postdischarge, several participants reported exacerbated mental and physical health, including increased pain during 18 months following discharge. This, andalternating periods of deteriorated health status during recovery, made the pathway unpredictable. At 18 months post-discharge, participants were coping with experiences of reduced mental and physical health and socioeconomic losses. Three main themes were identified: (1) coping with persistent pain and reduced physical function, (2) experiencing mental distress without access to mental healthcare and (3) unmet needs for follow-up care. Moreover, at 18 months postdischarge, prescribed opioids were found to be easily accessible from GPs. In addition to relieving chronic pain, motivations to use opioids were to induce sleep, reduce withdrawal symptoms and relieve mental distress. CONCLUSIONS AND IMPLICATIONS The patients' experiences from this study establish knowledge of several challenges in the trauma population's recovery trajectories, which may imply that subacute health status is a poor predictor of long-term outcomes. Throughout recovery, the participants struggled with physical and mental health needs without being met by the healthcare system. Therefore, it is necessary to provide long-term follow-up of trauma patients' health status in the specialist health service based on individual needs. Additionally, to prevent long-term opioid use beyond the subacute phase, there is a need to systematically follow-up and reassess motivations and indications for continued use throughout the recovery pathway.
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Affiliation(s)
- Jeanette Finstad
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Olav Røise
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Norwegian Trauma Registry, Division of Orthopedic Surgery, Oslo University Hospital, Oslo, Norway
| | - Thomas Clausen
- Norwegian Centre for Addiction Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Leiv Arne Rosseland
- Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ingrid Amalia Havnes
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
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Barrett L, Curry N, Abu-Hanna J. Experimental Models of Traumatic Injuries: Do They Capture the Coagulopathy and Underlying Endotheliopathy Induced by Human Trauma? Int J Mol Sci 2023; 24:11174. [PMID: 37446351 PMCID: PMC10343021 DOI: 10.3390/ijms241311174] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/03/2023] [Accepted: 07/05/2023] [Indexed: 07/15/2023] Open
Abstract
Trauma-induced coagulopathy (TIC) is a major cause of morbidity and mortality in patients with traumatic injury. It describes the spectrum of coagulation abnormalities that occur because of the trauma itself and the body's response to the trauma. These coagulation abnormalities range from hypocoagulability and hyperfibrinolysis, resulting in potentially fatal bleeding, in the early stages of trauma to hypercoagulability, leading to widespread clot formation, in the later stages. Pathological changes in the vascular endothelium and its regulation of haemostasis, a phenomenon known as the endotheliopathy of trauma (EoT), are thought to underlie TIC. Our understanding of EoT and its contribution to TIC remains in its infancy largely due to the scarcity of experimental research. This review discusses the mechanisms employed by the vascular endothelium to regulate haemostasis and their dysregulation following traumatic injury before providing an overview of the available experimental in vitro and in vivo models of trauma and their applicability for the study of the EoT and its contribution to TIC.
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Affiliation(s)
- Liam Barrett
- Division of Anaesthesia, Department of Medicine, University of Cambridge, Cambridge CB2 1TN, UK;
- Emergency Department, Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, UK
| | - Nicola Curry
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK;
- Oxford Haemophilia and Thrombosis Centre, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LD, UK
| | - Jeries Abu-Hanna
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK;
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Saleem J, Beak P, Eardley W, Trompeter A. Digitalising patient reported outcome collection tools in orthopaedic trauma-A scoping review. Injury 2023:S0020-1383(23)00426-6. [PMID: 37198045 DOI: 10.1016/j.injury.2023.05.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/30/2023] [Accepted: 05/03/2023] [Indexed: 05/19/2023]
Abstract
AIMS The aim of this study was to provide a scoping review to the role of digital technology in the collection of orthopaedic trauma related patient reported outcome measures (PROMs) METHODS: The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) extension for scoping reviews and Arksey and O'Malley frameworks were followed. A search strategy identified relevant literature, with the identified criteria screened for acceptability for inclusion. Data was extracted to form a descriptive analysis. RESULTS Six studies met the criteria for inclusion. All were quantitative, the majority were published in the United States of America and the use of iPads was the commonest form of digital technology used. Heterogeneity existed in the type of outcomes collected between studies. All studies aimed to compare traditional methods of PROMs collection to digital methods, with an overall thematic summary suggestive of the positive impact of electronic methods of collecting patient reported outcomes. CONCLUSION This paper has demonstrated the dearth of ePROM implementation in the orthopaedic trauma setting, however its use has proved successful and therefore further evidence is needed to demonstrate its effectiveness. Furthermore, the types of PROMs in orthopaedic trauma varies significantly, and efforts to standardise the type of digital trauma PROMs used are recommended.
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Affiliation(s)
- Jawaad Saleem
- Kingston Hospital NHS Foundation Trust, United Kingdom.
| | - Philip Beak
- Kingston Hospital NHS Foundation Trust, United Kingdom
| | | | - Alex Trompeter
- St George's University Hospitals NHS Foundation Trust, United Kingdom
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