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Wang S, Wu Z, Chen J, Zhang M, Sun L, Yan D, Zhou S, Wang Y. Application of a dual-track teaching model combining CBL and TBL based on the BOPPPS model in trauma care nursing training. Nurse Educ Pract 2025; 84:104295. [PMID: 39970703 DOI: 10.1016/j.nepr.2025.104295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Revised: 01/30/2025] [Accepted: 02/04/2025] [Indexed: 02/21/2025]
Abstract
AIM To compare the application effects of a dual-track teaching model combining Case-based Learning (CBL) and Team-based Learning (TBL) based on the BOPPPS model in trauma care nursing training, aiming to provide references for the continuous optimization of domestic trauma care nursing training courses. BACKGROUND Planned and targeted standardized training for trauma-related nursing staff is necessary. Trauma care training started earlier abroad than in China, highlighting a critical need to enhance the quality of trauma training. METHODS A quasi-experimental research design was used. The control group consisted of 1267 trainees who participated in 12 sessions of CTCT®-N 1.0 training from April 2021 to May 2023, using a teaching method that combined BOPPPS-based classroom lectures with workshop demonstrations. The experimental group consisted of 1212 trainees who participated in 12 sessions of CTCT®-N 2.0 training from June to October 2023, using a dual-track teaching model based on BOPPPS, which integrated case-based classroom lectures with group team-based training. RESULTS Post-training assessment scores for the experimental group (86.42 ± 12.27) were higher than those for the control group (74.65 ± 19.56) (t = -4.213, p < 0.001). The experimental group scored an average of 83.36 ± 9.37 in the comprehensive assessment of trauma treatment, with satisfaction ratings above 4 points. CONCLUSION The dual-track teaching model combining CBL and TBL based on the BOPPPS framework can enhance the educational effectiveness and satisfaction of trauma care nursing training.
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Affiliation(s)
- Sa Wang
- Nursing Department, Emergency Medicine,The Second Affiliated Hospital Zhejiang University School of Medicine, Zhejiang, China
| | - Zuojia Wu
- Nursing Department, Emergency Medicine,The Second Affiliated Hospital Zhejiang University School of Medicine, Zhejiang, China
| | - Jing Chen
- Department of Outpatient Office, Tongji Hospital, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
| | - Min Zhang
- Army Medical Center of Chinese Peoples Liberation Army, Chongqin, China
| | - Libing Sun
- Trauma Care Center, Peking University People's Hospital, Beijing, China
| | - Danping Yan
- Nursing Department, Emergency Medicine,The Second Affiliated Hospital Zhejiang University School of Medicine, Zhejiang, China
| | - Shuaishuai Zhou
- Nursing Department, Emergency Medicine,The Second Affiliated Hospital Zhejiang University School of Medicine, Zhejiang, China
| | - Yuwei Wang
- Nursing Department, Emergency Medicine,The Second Affiliated Hospital Zhejiang University School of Medicine, Zhejiang, China.
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Fischer A, Fitzgerald M, Curtis K, Balogh ZJ. The Australian Trauma Registry (ATR): a leading clinical quality registry. Eur J Trauma Emerg Surg 2023; 49:1639-1645. [PMID: 37347297 PMCID: PMC10449940 DOI: 10.1007/s00068-023-02288-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 05/23/2023] [Indexed: 06/23/2023]
Abstract
Operating since 2012 under the auspices of the Australian Trauma Quality Improvement Program (AusTQIP), the Australian Trauma Registry (ATR) has established itself as a leading clinical quality registry (CQR). Initially developed as a national program for improved safety and quality trauma care across Australian trauma centers, it has since expanded to include New Zealand, becoming one of the few bi-national trauma registries. The registry has recorded close to 100,000 episodes of care for severely injured patients since its inception, with 10.7% growth in annual inclusions. The ATR, administered by the National Trauma Research Institute (NTRI), monitors the continuum of trauma care from pre-hospital settings, to discharge from definitive care. Collection and analysis of data about severely injured trauma patients, their injuries, management and outcomes, aims to inform future improvements to health service provision and reduce preventable morbidity and mortality.
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Affiliation(s)
- Angela Fischer
- Department of Traumatology, John Hunter Hospital, Newcastle, NSW, Australia
- Injury and Trauma Research Program, Hunter Medical Research Institute, Newcastle, NSW, Australia
- Discipline of Surgery, School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
| | - Mark Fitzgerald
- Department of Surgery, Central Clinical School, Trauma Services, The Alfred, National Trauma Research Institute, Monash University, Melbourne, VIC, Australia
| | - Kate Curtis
- Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
- Illawarra Shoalhaven Local Health District, Shoalhaven, NSW, Australia
| | - Zsolt J Balogh
- Department of Traumatology, John Hunter Hospital, Newcastle, NSW, Australia.
- Injury and Trauma Research Program, Hunter Medical Research Institute, Newcastle, NSW, Australia.
- Discipline of Surgery, School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia.
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Sharp VL, Chapman JE, Gardner B, Ponsford JL, Giummarra MJ, Lannin NA, Olver J, Stolwyk RJ. Perspectives of major traumatic injury survivors on accessibility and quality of rehabilitation services in rural Australia. Disabil Rehabil 2023; 45:1379-1388. [PMID: 35417290 DOI: 10.1080/09638288.2022.2060345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
PURPOSE For the 30% of Australians who live in rural areas, access to rehabilitation services after sustaining a major traumatic injury can be challenging. This study aimed to explore the experience of rural major traumatic injury survivors accessing rehabilitation services. MATERIALS AND METHODS Semi-structured interviews were conducted with 21 rural major traumatic injury survivors (Mage = 47.86; SD = 11.35; Range: 21-61) who were an average of seven years post-injury (SD = 3.10; Range: 3.25-13.01). Transcribed interviews were thematically analysed. RESULTS Four themes were identified: (1) Managing the transition back to local services, (2) Independence and determination to get better, (3) Rehabilitation is an ongoing process, and (4) Limited service access and quality. While injury-related symptoms persisted for many participants, they expressed strong determination for independence and self-management of their recovery. Barriers to accessing rehabilitation services included poor knowledge of local services, travel burden, financial costs, and a lack of local practitioners experienced in major traumatic injury rehabilitation. Facilitating factors included financial, psychological, community, and informal supports. CONCLUSIONS To support recovery, future rural service models should improve consideration of factors resulting from living at a distance to services and harness independence to self-manage.IMPLICATIONS FOR REHABILITATIONRural major traumatic injury survivors need support to navigate numerous barriers to accessing rehabilitation services.Rural participants expressed their preference for greater involvement in planning their transition back home following hospitalisation and help to link with available services in their local area.Specialist training and support for rural rehabilitation practitioners is needed, to effectively treat impairments related to major traumatic injury, particularly psychological and cognitive difficulties.Future service delivery models should incorporate methods to locate rural services; facilitate telehealth access and client self-management; and provide financial and mental health support to both rural survivors of major traumatic injury and their carers.
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Affiliation(s)
- Vanessa L Sharp
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Jodie E Chapman
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Betina Gardner
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Jennie L Ponsford
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
| | - Melita J Giummarra
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Alfred Health, Melbourne, Australia
| | - Natasha A Lannin
- Alfred Health, Melbourne, Australia
- Department of Neuroscience, Monash University, Melbourne, Australia
| | - John Olver
- Department of Medicine, School of Clinical Sciences, Monash University, Melbourne, Australia
- Epworth Monash Rehabilitation Medicine Research Unit, Monash University, Melbourne, Australia
| | - Renerus J Stolwyk
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- Monash-Epworth Rehabilitation Research Centre, Melbourne, Australia
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Crilly J, Bartlett D, Sladdin I, Pellatt R, Young JT, Ham W, Porter L. Patient profile and outcomes of traumatic injury: The impact of mode of arrival to the emergency department. Collegian 2022. [DOI: 10.1016/j.colegn.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Prehospital activation of a coordinated multidisciplinary hospital response in preparation for patients with severe hemorrhage. A state-wide data linkage study of the New South Wales "Code Crimson" pathway. J Trauma Acute Care Surg 2022; 93:521-529. [PMID: 35261372 DOI: 10.1097/ta.0000000000003585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Hemorrhage is a leading cause of preventable death in trauma. Prehospital medical teams can streamline access to massive transfusion and definitive hemorrhage control by alerting in-hospital trauma teams of suspected life-threatening bleeding in unstable patients. This study reports the initial experience of an Australian "Code Crimson" pathway facilitating early multidisciplinary care for these patients. METHODS This data-linkage study combined prehospital databases with a trauma registry of patients with an ISS > 12 between 2017 and 2019. Four groups were created; prehospital Code Crimson (CC) activation with and without in-hospital links and patients with inpatient treatment consistent with CC, without one being activated. Diagnostic accuracy was estimated using capture-recapture methodology to replace the missing cell (no prehospital CC and ISS < 12). RESULTS Of 72 prehospital CC patients, 50 were linked with hospital data. Of 154 potentially missed patients, 42 had a prehospital link. Most CC patients were young males who sustained blunt trauma and required more prehospital interventions than non-CC patients. CC patients had more multisystem trauma, especially complex thoracic injuries (80%), while missed-CC patients more frequently had single organ injuries (59%). CC patients required fewer hemorrhage control procedures (60% vs 86%). Lower mortality was observed in CC patients despite greater hospital and ICU length of stay. Despite a low sensitivity (0.49, 95%CI 0.38-0.61) and good specificity (0.92, 95%CI 0.86-0.96), the positive likelihood ratio was acceptable (6.42, 95%CI 3.30-12.48). CONCLUSIONS The initiation of a state-wide Code Crimson process was highly specific for the need for hemorrhage control intervention in hospital, but further work is required to improve the sensitivity of prehospital activation. Patients who had a Code Crimson activation sustained more multisystem trauma but had lower mortality than those who did not. These results guide measures to improve this pathway. LEVEL OF EVIDENCE Level III, Therapeutic/Care management.
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Chronic physical health conditions following injury: a comparison of prevalence and risk in people with orthopaedic major trauma and other types of injury. Arch Phys Med Rehabil 2022; 103:1738-1748. [DOI: 10.1016/j.apmr.2021.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 11/17/2021] [Accepted: 12/13/2021] [Indexed: 11/19/2022]
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Weller J, Bowles M, Summers Z, Bhamidipaty V. The epidemiology and outcomes of vascular trauma in Gold Coast, Australia: Institutional experience at a level 1 trauma centre. ANZ J Surg 2021; 91:1893-1897. [PMID: 34251741 DOI: 10.1111/ans.17002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Vascular trauma is a complex and evolving area. Unlike internationally, the epidemiology of vascular trauma is not well documented in Australia; the most recent study was published in 2013. Gold Coast University Hospital (GCUH) is a level 1 trauma centre in Queensland, Australia. The aim of this study was to describe the epidemiology and outcomes of vascular trauma at a level 1 trauma centre, and compare these with the Australian and international literature. METHODS All individuals who presented to GCUH between January 2014 and December 2019 with vascular injury were retrieved from the GCUH prospective trauma database. A descriptive analysis was undertaken on this cohort. RESULTS The incidence of vascular trauma as a percentage of total trauma remained stable over the study period. The study included 5454 trauma admissions to GCUH, of which 213 sustained vascular injuries. Males were more likely to be injured and blunt trauma was more common than penetrating. Blunt trauma was associated with increased injury complexity. The mortality rate was 8.5% and 10 patients required amputation. CONCLUSIONS The proportion of vascular injuries as a percentage of total trauma in Australia is higher than in previous studies. Vascular trauma causes significant injuries and has a higher mortality rate than general trauma.
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Affiliation(s)
- Justin Weller
- Vascular Surgery, Gold Coast Hospital and Health Service, Gold Coast, Queensland, Australia
| | - Madison Bowles
- Department of General Surgery, Logan Hospital, City of Logan, Queensland, Australia
| | - Zara Summers
- General Surgery, Gold Coast Hospital and Health Service, Gold Coast, Queensland, Australia
| | - Venu Bhamidipaty
- Vascular Surgery, Gold Coast Hospital and Health Service, Gold Coast, Queensland, Australia
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Characteristics and Outcomes of Critically Ill Trauma Patients in Australia and New Zealand (2005-2017). Crit Care Med 2021; 48:717-724. [PMID: 32108705 DOI: 10.1097/ccm.0000000000004284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To compare the characteristics of adults admitted to the ICU in Australia and New Zealand after trauma with nonelective, nontrauma admissions. To describe trends in hospital mortality and rates of discharge home among these two groups. DESIGN Retrospective review (2005-2017) of the Australia and New Zealand Intensive Care Society's Center for Outcome and Resource Evaluation Adult Patient Database. SETTING Adult ICUs in Australia and New Zealand. PATIENTS Adult (≥17 yr), nonelective, ICU admissions. INTERVENTION Observational study. MEASUREMENTS AND MAIN RESULTS We compared 77,002 trauma with 741,829 nonelective, nontrauma patients. Trauma patients were younger (49.0 ± 21.6 vs 60.6 ± 18.7 yr; p < 0.0001), predominantly male (73.1% vs 53.9%; p < 0.0001), and more frequently treated in tertiary hospitals (74.7% vs 45.8%; p < 0.0001). The mean age of trauma patients increased over time but was virtually static for nonelective, nontrauma patients (0.72 ± 0.02 yr/yr vs 0.03 ± 0.01 yr/yr; p < 0.0001). Illness severity increased for trauma but fell for nonelective, nontrauma patients (mean Australia and New Zealand risk of death: 0.10% ± 0.02%/yr vs -0.21% ± 0.01%/yr; p < 0.0001). Trauma patients had a lower hospital mortality than nonelective, nontrauma patients (10.0% vs 15.8%; p < 0.0001). Both groups showed an annual decline in the illness severity adjusted odds ratio (odds ratio) of hospital mortality, but this was slower among trauma patients (trauma: odds ratio 0.976/yr [0.968-0.984/yr; p < 0.0001]; nonelective, nontrauma: odds ratio 0.957/yr [0.955-0.959/yr; p < 0.0001]; interaction p < 0.0001). Trauma patients had lower rates of discharge home than nonelective, nontrauma patients (56.7% vs 64.6%; p < 0.0001). There was an annual decline in illness severity adjusted odds ratio of discharge home among trauma patients, whereas nonelective, nontrauma patients displayed an annual increase (trauma: odds ratio 0.986/yr [0.981-0.990/yr; p < 0.0001]; nonelective, nontrauma: odds ratio 1.014/yr [1.012-1.016/yr; p < 0.0001]; interaction: p < 0.0001). CONCLUSIONS The age and illness severity of adult ICU trauma patients in Australia and New Zealand has increased over time. Hospital mortality is lower for trauma than other nonelective ICU patients but has fallen more slowly. Trauma patients have become less likely to be discharged home than other nonelective ICU patients.
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Vasudeva M, Mathew JK, Groombridge C, Tee JW, Johnny CS, Maini A, Fitzgerald MC. Hypocalcemia in trauma patients: A systematic review. J Trauma Acute Care Surg 2021; 90:396-402. [PMID: 33196630 PMCID: PMC7850586 DOI: 10.1097/ta.0000000000003027] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/22/2020] [Accepted: 10/31/2020] [Indexed: 01/11/2023]
Abstract
BACKGROUND During hemorrhagic shock and subsequent resuscitation, pathways reliant upon calcium such as platelet function, intrinsic and extrinsic hemostasis, and cardiac contractility are disrupted. The objective of this systematic review was to examine current literature for associations between pretransfusion, admission ionized hypocalcemia, and composite outcomes including mortality, blood transfusion requirements, and coagulopathy in adult trauma patients. METHODS This review was reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. We searched Ovid MEDLINE and grey literature from database inception till May 3, 2020. Case series and reports were excluded. Reference lists of appraised studies were also screened for articles that the aforementioned databases might not have captured. The Newcastle-Ottawa Scale was used to assess study quality. RESULTS A total of 585 abstracts were screened through database searching and alternative sources. Six unique full-text studies were reviewed, of which three were excluded. Admission ionized hypocalcemia was present in up to 56.2% of the population in studies included in this review. Admission ionized hypocalcemia was also associated with increased mortality in all three studies, with increased blood transfusion requirements in two studies, and with coagulopathy in one study. CONCLUSION Hypocalcemia is a common finding in shocked trauma patients. While an association between admission ionized hypocalcemia and mortality, blood transfusion requirements, and coagulopathy has been identified, further prospective trials are essential to corroborating this association. LEVEL OF EVIDENCE Systematic review, level III.
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Crowe CS, Massenburg BB, Morrison SD, Chang J, Friedrich JB, Abady GG, Alahdab F, Alipour V, Arabloo J, Asaad M, Banach M, Bijani A, Borzì AM, Briko NI, Castle CD, Cho DY, Chung MT, Daryani A, Demoz GT, Dingels ZV, Do HT, Fischer F, Fox JT, Fukumoto T, Gebre AK, Gebremichael B, Haagsma JA, Haj-Mirzaian A, Handiso DW, Hay SI, Hoang CL, Irvani SSN, Jozwiak JJ, Kalhor R, Kasaeian A, Khader YS, Khalilov R, Khan EA, Khundkar R, Kisa S, Kisa A, Liu Z, Majdan M, Manafi N, Manafi A, Manda AL, Meretoja TJ, Miller TR, Mohammadian-Hafshejani A, Mohammadpourhodki R, Mohseni Bandpei MA, Mokdad AH, Naimzada MD, Ndwandwe DE, Nguyen CT, Nguyen HLT, Olagunju AT, Olagunju TO, Pham HQ, Pribadi DRA, Rabiee N, Ramezanzadeh K, Ranganathan K, Roberts NLS, Roever L, Safari S, Samy AM, Sanchez Riera L, Shahabi S, Smarandache CG, Sylte DO, Tesfay BE, Tran BX, Ullah I, Vahedi P, Vahedian-Azimi A, Vos T, Woldeyes DH, Wondmieneh AB, Zhang ZJ, James SL. Global trends of hand and wrist trauma: a systematic analysis of fracture and digit amputation using the Global Burden of Disease 2017 Study. Inj Prev 2020; 26:i115-i124. [PMID: 32169973 PMCID: PMC7571361 DOI: 10.1136/injuryprev-2019-043495] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Revised: 12/26/2019] [Accepted: 12/28/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND As global rates of mortality decrease, rates of non-fatal injury have increased, particularly in low Socio-demographic Index (SDI) nations. We hypothesised this global pattern of non-fatal injury would be demonstrated in regard to bony hand and wrist trauma over the 27-year study period. METHODS The Global Burden of Diseases, Injuries, and Risk Factors Study 2017 was used to estimate prevalence, age-standardised incidence and years lived with disability for hand trauma in 195 countries from 1990 to 2017. Individual injuries included hand and wrist fractures, thumb amputations and non-thumb digit amputations. RESULTS The global incidence of hand trauma has only modestly decreased since 1990. In 2017, the age-standardised incidence of hand and wrist fractures was 179 per 100 000 (95% uncertainty interval (UI) 146 to 217), whereas the less common injuries of thumb and non-thumb digit amputation were 24 (95% UI 17 to 34) and 56 (95% UI 43 to 74) per 100 000, respectively. Rates of injury vary greatly by region, and improvements have not been equally distributed. The highest burden of hand trauma is currently reported in high SDI countries. However, low-middle and middle SDI countries have increasing rates of hand trauma by as much at 25%. CONCLUSIONS Certain regions are noted to have high rates of hand trauma over the study period. Low-middle and middle SDI countries, however, have demonstrated increasing rates of fracture and amputation over the last 27 years. This trend is concerning as access to quality and subspecialised surgical hand care is often limiting in these resource-limited regions.
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Affiliation(s)
- Christopher Stephen Crowe
- Department of Surgery, Division of Plastic and Reconstructive Surgery, University of Washington, Seattle, Washington, USA
| | - Benjamin Ballard Massenburg
- Department of Surgery, Division of Plastic and Reconstructive Surgery, University of Washington, Seattle, Washington, USA
| | - Shane Douglas Morrison
- Department of Surgery, Division of Plastic and Reconstructive Surgery, University of Washington, Seattle, Washington, USA
| | - James Chang
- Department of Surgery, Division of Plastic and Reconstructive Surgery, Stanford University, Palo Alto, California, USA
| | - Jeffrey Barton Friedrich
- Department of Surgery, Division of Plastic and Reconstructive Surgery, University of Washington, Seattle, Washington, USA
| | - Gdiom Gebreheat Abady
- College of Medicine and Health Sciences, Department of Nursing, Adigrat University, Adigrat, Ethiopia
| | - Fares Alahdab
- Evidence Based Practice Center, Mayo Clinic Foundation for Medical Education and Research, Rochester, Minnesota, USA
| | - Vahid Alipour
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
- Health Economics Department, Iran University of Medical Sciences, Tehran, Iran
| | - Jalal Arabloo
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Malke Asaad
- Plastic Surgery Department, University of Texas, Houston, Texas, USA
| | - Maciej Banach
- Department of Hypertension, Medical University of Lodz, Lodz, Poland
- Polish Mothers' Memorial Hospital Research Institute, Lodz, Poland
| | - Ali Bijani
- Social Determinants of Health Research Center, Babol University of Medical Sciences, Babol, Iran
| | - Antonio Maria Borzì
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Nikolay Ivanovich Briko
- Epidemiology and Evidence Based Medicine, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Chris D Castle
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | - Daniel Youngwhan Cho
- Department of Surgery, Division of Plastic and Reconstructive Surgery, University of Washington, Seattle, Washington, USA
| | - Michael T Chung
- Department of Otolaryngology - Head & Neck Surgery, Wayne State University, Detroit, Michigan, USA
| | - Ahmad Daryani
- Toxoplasmosis Research Center, Mazandaran University of Medical Sciences, Sari, Iran
| | - Gebre Teklemariam Demoz
- School of Pharmacy, Aksum University, Aksum, Ethiopia
- Addis Ababa University, Addis Ababa, Ethiopia
| | - Zachary V Dingels
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | - Hoa Thi Do
- Center of Excellence in Public Health Nutrition, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Florian Fischer
- Department of Population Medicine and Health Services Research, Bielefeld University, Bielefeld, Germany
| | - Jack T Fox
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | - Takeshi Fukumoto
- Department of Dermatology, Kobe University, Kobe, Japan
- Gene Expression & Regulation Program, The Wistar Institute, Philadelphia, Pennsylvania, USA
| | | | | | - Juanita A Haagsma
- Department of Public Health, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Arvin Haj-Mirzaian
- Department of Pharmacology, Tehran University of Medical Sciences, Tehran, Iran
- Obesity Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Simon I Hay
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
- Department of Health Metrics Sciences, School of Medicine, University of Washington, Seattle, Washington, USA
| | - Chi Linh Hoang
- Center of Excellence in Behavioral Medicine, Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam
| | - Seyed Sina Naghibi Irvani
- Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jacek Jerzy Jozwiak
- Department of Family Medicine and Public Health, University of Opole, Opole, Poland
| | - Rohollah Kalhor
- Social Determinants of Health Research Center, Research Institute for Prevention of Non-Communicable Diseases, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Amir Kasaeian
- Hematology-Oncology and Stem Cell Transplantation Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Pars Advanced and Minimally Invasive Medical Manners Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Yousef Saleh Khader
- Department of Public Health, Jordan University of Science and Technology, Irbid, Jordan
| | - Rovshan Khalilov
- Department of Physiology, Baku State University, Baku, Azerbaijan
| | - Ejaz Ahmad Khan
- Epidemiology and Biostatistics Department, Health Services Academy, Islamabad, Pakistan
| | - Roba Khundkar
- Nuffield Department of Surgical Sciences, Oxford University Global Surgery Group, University of Oxford, Oxford, UK
| | - Sezer Kisa
- Department of Nursing and Health Promotion, Oslo Metropolitan University, Oslo, Norway
| | - Adnan Kisa
- School of Health Sciences, Kristiania University College, Oslo, Norway
| | - Zichen Liu
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | - Marek Majdan
- Department of Public Health, Trnava University, Trnava, Slovakia
| | - Navid Manafi
- Ophthalmology Department, Iran University of Medical Sciences, Tehran, Iran
- Ophthalmology Department, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Ali Manafi
- Plastic Surgery Department, Iran University of Medical Sciences, Tehran, Iran
| | - Ana-Laura Manda
- Surgery Department, Emergency University Hospital Bucharest, Bucharest, Romania
| | - Tuomo J Meretoja
- Breast Surgery Unit, Helsinki University Hospital, Helsinki, Finland
- University of Helsinki, Helsinki, Finland
| | - Ted R Miller
- Pacific Institute for Research & Evaluation, Calverton, Maryland, USA
- School of Public Health, Curtin University, Perth, Western Australia, Australia
| | | | | | - Mohammad A Mohseni Bandpei
- Pediatric Neurorehabilitation Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Ali H Mokdad
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
- Department of Health Metrics Sciences, School of Medicine, University of Washington, Seattle, Washington, USA
| | - Mukhammad David Naimzada
- Laboratory of Public Health Indicators Analysis and Health Digitalization, Moscow Institute of Physics and Technology, Dolgoprudny, Russia
- Experimental Surgery and Oncology Laboratory, Kursk State Medical University of the Ministry of Health of the Russian Federation, Kursk, Russia
| | | | - Cuong Tat Nguyen
- Institute for Global Health Innovations, Duy Tan University, Hanoi, Vietnam
| | | | - Andrew T Olagunju
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
- Department of Psychiatry, University of Lagos, Lagos, Nigeria
| | - Tinuke O Olagunju
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Hai Quang Pham
- Institute for Global Health Innovations, Duy Tan University, Hanoi, Vietnam
| | | | - Navid Rabiee
- Department of Chemistry, Sharif University of Technology, Tehran, Iran
| | - Kiana Ramezanzadeh
- Department of Pharmacology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Nicholas L S Roberts
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | - Leonardo Roever
- Department of Clinical Research, Federal University of Uberlândia, Uberlândia, Brazil
| | - Saeed Safari
- Emergency Department, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abdallah M Samy
- Department of Entomology, Ain Shams University, Cairo, Egypt
| | - Lidia Sanchez Riera
- Rheumatology Department, University Hospitals Bristol NHS Foundation Trust, Bristol, UK
- Institute of Bone and Joint Research, University of Sydney, Syndey, New South Wales, Australia
| | - Saeed Shahabi
- Health Policy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Catalin-Gabriel Smarandache
- Surgery 2nd Department - SUUB, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Surgery 2nd Department, Bucharest Emergency Hospital, Bucharest, Romania
| | - Dillon O Sylte
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | | | - Bach Xuan Tran
- Department of Health Economics, Hanoi Medical University, Hanoi, Vietnam
| | - Irfan Ullah
- Gomal Center of Biochemistry and Biotechnology, Gomal University, Dera Ismail Khan, Pakistan
- TB Culture Laboratory, Mufti Mehmood Memorial Teaching Hospital, Dera Ismail Khan, Pakistan
| | - Parviz Vahedi
- Department of Anatomical Sciences, Maragheh University of Medical Sciences, Maragheh, Iran
| | - Amir Vahedian-Azimi
- Trauma Research Center, Nursing Facility, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Theo Vos
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
- Department of Health Metrics Sciences, School of Medicine, University of Washington, Seattle, Washington, USA
| | - Dawit Habte Woldeyes
- Department of Human Anatomy, Histology, and Embryology, Bahir Dar University, Bahir Dar, Ethiopia
| | - Adam Belay Wondmieneh
- Department of Nursing, Wollo University, Dessie, Ethiopia
- Department of Nursing and Midwifery, Addis Ababa University, Addis Ababa, Ethiopia
| | - Zhi-Jiang Zhang
- Department of Preventive Medicine, Wuhan University, Wuhan, China
| | - Spencer L James
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
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11
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The prognostic value of platelet-to-lymphocyte ratio on in-hospital mortality in admitted adult traffic accident patients. PLoS One 2020; 15:e0233838. [PMID: 32555645 PMCID: PMC7299308 DOI: 10.1371/journal.pone.0233838] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 05/13/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The predictive value of platelet-to-lymphocyte ratio (PLR) in acute illness is well known, but further evaluation is needed in traffic accident patients. METHODS This retrospective observational study enrolled consecutive adult patients involved in traffic accidents who were admitted to the study hospital's emergency department during 1 year. The initial platelet and lymphocyte counts after arrival at the emergency department were the variables of interest. The primary outcome was in-hospital mortality. Data on baseline characteristics, comorbidities, and physiological and laboratory variables were collected. Multivariate Cox proportional hazard modelings were used to identify the variables independently associated with the outcome. RESULTS A total of 1,522 traffic accident patient were screened, and 488 patients were enrolled. In all, 43 (8.8%) patients died in the hospital. The median PLR was 115.3 (interquartile range 71.3;181.8). The in-hospital mortality rate of the 1st tertile of PLR (21.5%) was significantly higher than the rates of the 2nd (2.5%) and 3rd (2.5%) tertiles. The area under the receiver operating characteristic curve of PLR for in-hospital survival was 0.82 (95% confidential interval [CI], 0.74-0.89), which was greater than that of lymphocyte count (0.72; 95% CI 0.63-0.81) and platelet count (0.67; 95% CI 0.57-0.76). The Kaplan-Meier curves showed a significant difference in survival between the tertiles (p<0.001). The Cox regression model showed that the 2nd tertile of PLR was independently associated with lower in-hospital mortality (adjusted hazard ratio 0.30; 95% CI, 0.09-0.98), compared to the 1st tertile. CONCLUSION PLR was significantly associated with an increased risk of in-hospital mortality in admitted adult traffic accident patients.
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12
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Gelaw AY, Gabbe BJ, Simpson PM, Ekegren CL. Pre-injury health status of major trauma patients with orthopaedic injuries. Injury 2020; 51:243-251. [PMID: 31848017 DOI: 10.1016/j.injury.2019.12.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 12/09/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND Pre-injury health status is an important determining factor of long-term outcomes after orthopaedic major trauma. Determining pre-injury health status of major trauma patients with orthopaedic injuries is also important for evaluating the change from pre to post-injury health status. OBJECTIVES Describe pre-injury health statuses reported at three different time points (6, 12 and 24 months) after injury and compare these with Australian normative values; determine the agreement between pre-injury health status collected at multiple time points post-injury; and identify factors associated with reporting better pre-injury health status. MATERIALS AND METHODS A registry-based cohort study was conducted. Major trauma patients with orthopaedic injuries captured by the Victorian State Trauma Registry with a date of injury from January 2009 to December 2016 were included. Pre-injury health status (measured using the EuroQol-Visual Analogue Scale (EQ-VAS)), reported 6, 12 and 24 months post-injury, was compared against Australian population normative values. The Bland-Altman method of comparison was used to determine the agreement between pre-injury EQ-VAS scores reported 6 to 12 and 6 to 24 months post-injury. Mixed effects ordinal logistic regression was used to determine factors associated with reporting better pre-injury health status. RESULTS A total of 3,371 patients were eligible for the study. The median (IQR) pre-injury EQ-VAS score reported 6, 12 and 24 months post-injury was 90 (85-100) out of 100. Participants' pre-injury EQ-VAS scores reported 6, 12 and 24 months post-injury were significantly higher than Australian population normative values. Pre-injury EQ-VAS scores reported 6 months post-injury agreed with pre-injury EQ-VAS scores reported 12 and 24 months post-injury. A significant association exists between pre-injury health status and age, comorbidities, injury characteristics, socioeconomic status and pre-injury work status. CONCLUSIONS People with orthopaedic major trauma have better pre-injury health compared to the general Australian population. Therefore, population-specific values should be used as baseline measures to evaluate orthopaedic trauma outcomes. Pre-injury health status values reported at three different post-injury time points were comparable. If conducting a retrospective pre-injury health evaluation, researchers need be aware of factors that influence self-reporting of pre-injury health status and the response shift that may happen due to encountering injury.
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Affiliation(s)
- Asmare Yitayeh Gelaw
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; Department of Physiotherapy, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Belinda J Gabbe
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; Health Data Research UK, Swansea University Medical School, Swansea University, United Kingdom
| | - Pamela M Simpson
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia
| | - Christina L Ekegren
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; Baker Heart and Diabetes Institute, Melbourne, Australia; Alfred Emergency and Trauma Centre, Melbourne, Australia.
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13
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Harna B, Arya S, Bahl A. Epidemiology of Trauma Patients Admitted to a Trauma Center in New Delhi, India. Indian J Crit Care Med 2020; 24:1193-1197. [PMID: 33446971 PMCID: PMC7775941 DOI: 10.5005/jp-journals-10071-23605] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction The rapid economic and automobile growth in India leads to a rapid increase in road traffic accidents (RTAs) and factors affecting it. This study evaluates the epidemiology of trauma patients’ reports to the major trauma center in New Delhi, India. Materials and methods The 1,583 patients over 6 months reporting to the casualty of the trauma center attached to Lok Nayak Hospital, New Delhi were included in the study. The patients reporting to the outpatient department as follow-up visits were not included in the study. The data were collected with the help of a structured pro forma. Results The data depicted the RTAs as the most common cause affecting adults between 20 years and 40 years. The study reports other risk factors like alcohol intoxication and motorcycle riders. Mostly, the patients present in a semiconscious and disoriented state requiring fluid resuscitation. Abrasions and bruises in the extremities stand out as the most common injury pattern. The fractures suffered were the most common injury suffered by the patients. Conclusion Our study shows that RTAs and workplace injuries are the predominant causes of trauma affecting mostly the adults. This study defines the correlation of various parameters with causation and distribution of the trauma in the sample population. This study was performed to improve the understanding of the mode of trauma, severity of injuries, and outcome in our hospital, so that effective prevention and comprehensive management strategies could be made. Clinical significance This study signifies the fundamental study for the occurrence, distribution, and prevention of trauma in the society. The acquisition of knowledge of different patterns of trauma patients along with other descriptive factors helps to understand the causation of this disease as well as development of preventive measures. This can form the basis of hospital and regional trauma management strategies. How to cite this article Harna B, Arya S, Bahl A. Epidemiology of Trauma Patients Admitted to a Trauma Center in New Delhi, India. Indian J Crit Care Med 2020;24(12):1193–1197.
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Affiliation(s)
- Bushu Harna
- Department of Orthopaedics, Maulana Azad Medical College, New Delhi, India
| | - Shivali Arya
- Department of Radiodiagnosis, Maulana Azad Medical College, New Delhi, India
| | - Ajay Bahl
- Sushruta Trauma Centre, Lok Nayak Hospital, New Delhi, India
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14
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Vasudeva M, Mathew JK, Fitzgerald MC, Cheung Z, Mitra B. Hypocalcaemia and traumatic coagulopathy: an observational analysis. Vox Sang 2019; 115:189-195. [DOI: 10.1111/vox.12875] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 11/10/2019] [Accepted: 11/18/2019] [Indexed: 11/29/2022]
Affiliation(s)
- Mayank Vasudeva
- National Trauma Research Institute Melbourne VIC Australia
- Trauma Service The Alfred Hospital Melbourne VIC Australia
- Central Clinical School Monash University Melbourne VIC Australia
| | - Joseph K. Mathew
- National Trauma Research Institute Melbourne VIC Australia
- Trauma Service The Alfred Hospital Melbourne VIC Australia
- Central Clinical School Monash University Melbourne VIC Australia
- Software & Innovation Lab Deakin University Melbourne VIC Australia
| | - Mark C. Fitzgerald
- National Trauma Research Institute Melbourne VIC Australia
- Trauma Service The Alfred Hospital Melbourne VIC Australia
- Central Clinical School Monash University Melbourne VIC Australia
- Software & Innovation Lab Deakin University Melbourne VIC Australia
| | - Zoe Cheung
- National Trauma Research Institute Melbourne VIC Australia
- Trauma Service The Alfred Hospital Melbourne VIC Australia
| | - Biswadev Mitra
- National Trauma Research Institute Melbourne VIC Australia
- Emergency & Trauma Centre The Alfred Hospital Melbourne VIC Australia
- Department of Epidemiology & Preventive Medicine Monash University Melbourne VIC Australia
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15
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Pain, Anxiety, and Depression in the First Two Years Following Transport-Related Major Trauma: A Population-Based, Prospective Registry Cohort Study. PAIN MEDICINE 2019; 21:291-307. [DOI: 10.1093/pm/pnz209] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Abstract
Objectives
This study aimed to characterize the population prevalence of pain and mental health problems postinjury and to identify risk factors that could improve service delivery to optimize recovery of at-risk patients.
Methods
This population-based registry cohort study included 5,350 adult survivors of transport-related major trauma injuries from the Victorian State Trauma Registry. Outcome profiles were generated separately for pain and mental health outcomes using the “pain or discomfort” and “anxiety or depression” items of the EuroQol Five Dimensions Three-Level questionnaire at six, 12, and 24 months postinjury. Profiles were “resilient” (no problems at every follow-up), “recovered” (problems at six- and/or 12-month follow-up that later resolved), “worsening” (problems at 12 and/or 24 months after no problems at six and/or 12 months), and “persistent” (problems at every follow-up).
Results
Most participants had persistent (pain/discomfort, N = 2,171, 39.7%; anxiety/depression, N = 1,428, 26.2%) and resilient profiles (pain/discomfort, N = 1,220, 22.3%; anxiety/depression, N = 2,055, 37.7%), followed by recovered (pain/discomfort, N = 1,116, 20.4%; anxiety/depression, N = 1,025, 18.8%) and worsening profiles (pain/discomfort, N = 956, 17.5%; anxiety/depression, N = 948, 17.4%). Adjusted multinomial logistic regressions showed increased risk of problems (persistent, worsening, or resolved) vs no problems (resilient) in relation to female sex, middle age, neighborhood disadvantage, pre-injury unemployment, pre-injury disability, and spinal cord injury. People living in rural areas, motorcyclists, pedal cyclists, and people with head, chest, and abdominal injuries had lower risk of problems.
Discussion
Targeted interventions delivered to people with the risk factors identified may help to attenuate the severity and impact of pain and mental health problems after transport injury.
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16
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Yadollahi M. A study of mortality risk factors among trauma referrals to trauma center, Shiraz, Iran, 2017. Chin J Traumatol 2019; 22:212-218. [PMID: 31239216 PMCID: PMC6667929 DOI: 10.1016/j.cjtee.2019.01.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 10/16/2018] [Accepted: 04/08/2019] [Indexed: 02/04/2023] Open
Abstract
PURPOSE Trauma is well known as one of the main causes of death and disability throughout the world. Identifying the risk factors for mortality in trauma patients can significantly improve the quality of care and patient outcomes, as well as reducing mortality rates. METHODS In this retrospective cohort study, systematic randomization was used to select 849 patients referred to the main trauma center of south of Iran during a period of six months (February 2017-July 2017); the patients' case files were evaluated in terms of demographic information, pre- and post-accident conditions, clinical conditions at the time of admission and finally, accident outcomes. A logistic regression model was used to analyze the role of factors affecting mortality among subjects. RESULTS Among subjects, 60.4% were in the age-group of 15-39 years. There was a 10.4% mortality rate among patients and motor-vehicle accidents were the most common mechanism of injury (66.7%). Aging led to increased risk of fatality in this study. For each unit increase in Glasgow coma scale (GCS), risk of death decreased by about 40% (odds ratio (OR) = 0.63, 95% confidence interval (CI): 0.59-0.67). For each unit increase in injury severe score (ISS), risk of death increased by 10% (OR = 1.11%, 95% CI: 1.08-1.14) and for each unit increase in trauma revised injury severity score (TRISS), there was 18% decrease in the risk of fatality (OR = 0.82, 95% CI: 0.71-0.88). CONCLUSION The most common cause of trauma and the most common cause of death from trauma was traffic accidents. It was also found that an increase in the ISS index increases the risk of death in trauma patients, but the increase in GCS, revised trauma score (RTS) and TRISS indices reduces the risk of death in trauma patients. The TRISS indicator is better predictor of traumatic death than other indicators.
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Affiliation(s)
- Mahnaz Yadollahi
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran.
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17
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Daly S, Nguyen TQ, Gabbe BJ, Braaf S, Simpson P, Ekegren CL. Agreement between medical record and administrative coding of common comorbidities in orthopaedic trauma patients. Injury 2019; 50:1277-1283. [PMID: 31109684 DOI: 10.1016/j.injury.2019.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 05/06/2019] [Accepted: 05/07/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To i) quantify the agreement between comorbidities documented within medical records and an orthopaedic trauma dataset; and ii) compare agreement between these sources before and after the introduction of new comorbidity coding rules in Australian hospitals. STUDY DESIGN AND SETTING A random sample of adult (≥ 16 years) orthopaedic trauma patients (n = 400) were extracted from the Victorian Orthopaedic Trauma Outcomes Registry (VOTOR). Diagnoses of obesity, arthritis, diabetes and cardiac conditions documented within patients' medical records were compared to ICD-10-AM comorbidity codes (provided by hospitals) for the same admission. Agreement was calculated (Cohen's kappa) before and after the introduction of new coding rules. RESULTS All comorbidities had the same or higher prevalence in medical record data compared to coded data. Kappa values ranged from <0.001 (poor agreement) for coronary artery disease to 0.94 (excellent agreement) for type 2 diabetes. There was improvement in agreement between sources for most conditions following the introduction of new coding rules. CONCLUSION There has been improvement in the coding of certain comorbidities since the introduction of new coding rules, suggesting that, since 2015, administrative data has improved capacity to capture patients' comorbidity profiles. Consideration must be taken when using the ICD-10-AM data due to its limitations.
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Affiliation(s)
- Stuart Daly
- School of Medicine, Monash University, Melbourne, VIC, Australia
| | - Tu Q Nguyen
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Belinda J Gabbe
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Health Data Research, UK
| | - Sandra Braaf
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Pamela Simpson
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Christina L Ekegren
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
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18
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Naeem BK, Perveen S, Naeem N, Ahmed T, Khan I, Khan I, Tahir M, Iqbal M. Visceral Injuries in Patients with Blunt and Penetrating Abdominal Trauma Presenting to a Tertiary Care Facility in Karachi, Pakistan. Cureus 2018; 10:e3604. [PMID: 30680265 PMCID: PMC6338406 DOI: 10.7759/cureus.3604] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Introduction Abdominal injuries are responsible for 10% of the mortalities due to trauma. Delays in early diagnosis or misdiagnoses are two major reasons for the mortality and morbidity associated with abdominal trauma. The objectives of this study were to determine the frequency of visceral injuries in patients with abdominal trauma and compare the frequency of visceral injuries in patients with blunt and penetrating abdominal trauma. Methods We conducted a cross-sectional study from May 2016 to May 2018 of patients presenting to the emergency department (ED) at Jinnah Postgraduate Medical Center in Karachi, Pakistan. Patients were 12 to 65 years old and presented within 24 hours of abdominal trauma. We recorded the type of abdominal visceral injuries, such as liver, spleen, intestine, stomach, mesentery, and pancreas. Results The mean patient age was 31 ±13 years. Penetrating trauma was found in most patients (n=72, 51%). Liver injuries were found in 37 patients (26.4%), spleen injuries in 29 patient (20.7%), stomach injuries in eight patients (5.7%), intestine injuries in 67 patients (47.9%), mesentery injuries in 21 patients (15%), and pancreas injuries in nine patients (6.4%). The type of abdominal trauma was found significantly associated with liver injury (p-value 0.021), and intestine injury (p-value <0.001). Conclusion Penetrating trauma (51.4%) was more common than blunt trauma (48.5%), and intestines are the most commonly affected by penetrating and blunt trauma injuries (70.1% and 47.8%, respectively). The liver is the most commonly affected (42.85%) in blunt trauma injuries, followed by the spleen (28.5%). The appropriate authorities should consider this information when instituting public health and safety initiatives.
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Affiliation(s)
| | - Sughra Perveen
- General Surgery, Jinnah Post Graduate Medical College, Karachi, PAK
| | - Nadia Naeem
- Miscellaneous, Dow University of Health Sciences (DUHS), Karachi, PAK
| | - Tanweer Ahmed
- General Surgery, Jinnah Postgraduate Medical Centre, Karachi, PAK
| | - Iqbal Khan
- General Surgery, Jinnah Postgraduate Medical Center, Karachi, PAK
| | - Imran Khan
- General Surgery, Jinnah Postgraduate Medical Center, Karachi, PAK
| | - Muhammad Tahir
- General Surgery, Jinnah Postgraduate Medical Center, Karachi, PAK
| | - Mazhar Iqbal
- General Surgery, Jinnah Postgraduate Medical College, Karachi, PAK
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19
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Brown E, Williams TA, Tohira H, Bailey P, Finn J. Epidemiology of trauma patients attended by ambulance paramedics in Perth, Western Australia. Emerg Med Australas 2018; 30:827-833. [PMID: 30044053 DOI: 10.1111/1742-6723.13148] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 05/29/2018] [Accepted: 06/24/2018] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The aim of the study was to describe the epidemiology of trauma in adult patients attended by ambulance paramedics in Perth, Western Australia. METHODS A retrospective cohort study of trauma patients aged ≥16 years attended by St John Ambulance Western Australia (SJA-WA) paramedics in greater metropolitan Perth between 2013 and 2016 using the SJA-WA database and WA death data. Incidence and 30 day mortality rates were calculated. Patients who died prehospital (immediate deaths), on the day of injury (early deaths), within 30 days (late deaths) and those who survived longer than 30 days (survivors) were compared for age, sex, mechanism of injury and acuity level. Prehospital interventions were also reported. RESULTS Overall, 97 724 cases were included. A statistically significant increase in the incidence rate occurred over the study period (from 1466 to 1623 per 100 000 population year P ≤ 0.001). There were 2183 deaths within 30 days (n = 2183/97 724, 2.2%). Motor vehicle accidents were responsible for most immediate and early deaths (n = 98/203, 48.3% and n = 72/156, 46.2%, respectively). The majority of transported patients were low acuity (acuity levels 3 to 5, n = 60 594/79 887, 75.8%) and high-acuity patients accounted for 2.7% (n = 2176/79 997). Analgesia administration was the most frequently performed intervention (n = 32 333/80 643, 40.1%), followed by insertion of intravenous catheters (n = 25 060/80 643, 31.1%). Advanced life support interventions such as endotracheal intubation were performed in <1% of patients. CONCLUSION The trauma incidence rate increased over time and the majority of patients had low-acuity injuries. Focusing research, training and resources solely on high-acuity patients will not cater for the needs of the majority of patients.
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Affiliation(s)
- Elizabeth Brown
- Prehospital, Resuscitation and Emergency Care Research Unit, School of Nursing, Midwifery and Paramedicine, Curtin University, Perth, Western Australia, Australia.,St John Ambulance Western Australia, Perth, Western Australia, Australia
| | - Teresa A Williams
- Intensive Care Unit, Royal Perth Hospital, Perth, Western Australia, Australia
| | - Hideo Tohira
- Prehospital, Resuscitation and Emergency Care Research Unit, School of Nursing, Midwifery and Paramedicine, Curtin University, Perth, Western Australia, Australia.,Division of Emergency Medicine, The University of Western Australia, Perth, Western Australia, Australia
| | - Paul Bailey
- Prehospital, Resuscitation and Emergency Care Research Unit, School of Nursing, Midwifery and Paramedicine, Curtin University, Perth, Western Australia, Australia.,St John Ambulance Western Australia, Perth, Western Australia, Australia.,Emergency Department, St John of God Murdoch Hospital, Perth, Western Australia, Australia
| | - Judith Finn
- Prehospital, Resuscitation and Emergency Care Research Unit, School of Nursing, Midwifery and Paramedicine, Curtin University, Perth, Western Australia, Australia.,St John Ambulance Western Australia, Perth, Western Australia, Australia.,Division of Emergency Medicine, The University of Western Australia, Perth, Western Australia, Australia.,School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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20
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Hoysted C, Babl FE, Kassam-Adams N, Landolt MA, Jobson L, Curtis S, Kharbanda AB, Lyttle MD, Parri N, Stanley R, Alisic E. Perspectives of hospital emergency department staff on trauma-informed care for injured children: An Australian and New Zealand analysis. J Paediatr Child Health 2017; 53:862-869. [PMID: 28782226 DOI: 10.1111/jpc.13644] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 02/07/2017] [Accepted: 02/22/2017] [Indexed: 11/26/2022]
Abstract
AIM To examine Australian and New Zealand emergency department (ED) staff's training, knowledge and confidence regarding trauma-informed care for children after trauma, and barriers to implementation. METHODS ED staff's perspectives on trauma-informed care were assessed using a web-based self-report questionnaire. Participants included 468 ED staff (375 nursing and 111 medical staff) from hospitals in Australia and New Zealand. Data analyses included descriptive statistics, χ2 tests and multiple regressions. RESULTS Over 90% of respondents had not received training in trauma-informed care and almost all respondents (94%) wanted training in this area. While knowledge was associated with a respondent's previous training and profession, confidence was associated with the respondent's previous training, experience level and workplace. Dominant barriers to the implementation of trauma-informed care were lack of time and lack of training. CONCLUSIONS There is a need and desire for training and education of Australian and New Zealand ED staff in trauma-informed care. This study demonstrates that experience alone is not sufficient for the development of knowledge of paediatric traumatic stress reactions and trauma-informed care practices. Existing education materials could be adapted for use in the ED and to accommodate the training preferences of Australian and New Zealand ED staff.
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Affiliation(s)
- Claire Hoysted
- School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Franz E Babl
- Emergency Department, Royal Children's Hospital, Melbourne, Victoria, Australia.,Emergency Research, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia.,Paediatric Research in Emergency Departments International Collaborative (PREDICT) and the Pediatric Emergency Research Networks (PERN)
| | - Nancy Kassam-Adams
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.,University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Markus A Landolt
- Department of Psychosomatics and Psychiatry, University Children's Hospital Zurich, Zurich, Switzerland.,Division of Child and Adolescent Health Psychology, Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Laura Jobson
- School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Sarah Curtis
- Department of Pediatrics and Emergency Medicine, Women and Children's Health Research Institute, University of Alberta, Edmonton, Alberta, Canada.,Pediatric Emergency Research Canada (PERC)
| | - Anupam B Kharbanda
- Department of Pediatric Emergency Medicine, Children's Hospitals and Clinics of Minnesota, Minneapolis, Minnesota, United States.,Pediatric Emergency Medicine Collaborative Research Committee of the American Academy of Pediatrics (PEMCRC)
| | - Mark D Lyttle
- Emergency Department, Bristol Royal Hospital for Children, Bristol, United Kingdom.,Paediatric Emergency Research in the United Kingdom and Ireland (PERUKI).,Faculty of Health and Applied Science, University of the West of England, Bristol, United Kingdom
| | - Niccolò Parri
- Department of Emergency Medicine and Trauma Center, Meyer University Children's Hospital, Florence, Italy.,Research in European Pediatric Emergency Medicine (REPEM)
| | - Rachel Stanley
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, United States.,Pediatric Emergency Care Applied Research Network (PECARN)
| | - Eva Alisic
- Emergency Research, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Psychosomatics and Psychiatry, University Children's Hospital Zurich, Zurich, Switzerland.,Monash University Accident Research Centre, Monash University, Melbourne, Victoria, Australia
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21
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Thurairajah K, Broadhead ML, Balogh ZJ. Trauma and Stem Cells: Biology and Potential Therapeutic Implications. Int J Mol Sci 2017; 18:ijms18030577. [PMID: 28272352 PMCID: PMC5372593 DOI: 10.3390/ijms18030577] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 03/01/2017] [Accepted: 03/02/2017] [Indexed: 12/11/2022] Open
Abstract
Trauma may cause irreversible tissue damage and loss of function despite current best practice. Healing is dependent both on the nature of the injury and the intrinsic biological capacity of those tissues for healing. Preclinical research has highlighted stem cell therapy as a potential avenue for improving outcomes for injuries with poor healing capacity. Additionally, trauma activates the immune system and alters stem cell behaviour. This paper reviews the current literature on stem cells and its relevance to trauma care. Emphasis is placed on understanding how stem cells respond to trauma and pertinent mechanisms that can be utilised to promote tissue healing. Research involving notable difficulties in trauma care such as fracture non-union, cartilage damage and trauma induced inflammation is discussed further.
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Affiliation(s)
- Kabilan Thurairajah
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW 2308, Australia.
- Department of Traumatology, John Hunter Hospital, New Lambton Heights, NSW 2305, Australia.
| | - Matthew L Broadhead
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW 2308, Australia.
- Department of Traumatology, John Hunter Hospital, New Lambton Heights, NSW 2305, Australia.
| | - Zsolt J Balogh
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW 2308, Australia.
- Department of Traumatology, John Hunter Hospital, New Lambton Heights, NSW 2305, Australia.
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Adams SE, Holland A, Brown J. Management of paediatric splenic injury in the New South Wales trauma system. Injury 2017; 48:106-113. [PMID: 27866649 DOI: 10.1016/j.injury.2016.11.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 10/24/2016] [Accepted: 11/04/2016] [Indexed: 02/02/2023]
Abstract
UNLABELLED Since the 1980's, paediatric surgeons have increasingly managed blunt splenic injury (BSI) in children non-operatively. However, studies in North America have shown higher operation rates in non-paediatric centres and by adult surgeons. This association has not been examined elsewhere. OBJECTIVE To investigate the management of BSI in New South Wales (NSW) children, to determine the patient and hospital factors related to the odds of operation. Secondarily, to investigate whether the likelihood of operation varied by year. METHODS Children age 0-16 admitted to a NSW hospital between July 2000 and December 2011 with a diagnosis of BSI were identified in the NSW Admitted Patient Data Collection, and linked to deaths data from Registry of Births Deaths and Marriages, and Bureau of Statistics. The operation rate was calculated and compared between different hospital types. Univariable analysis was used to determine patient and hospital factors associated with operative management. The difference in the odds of operation between the oldest data (July 2000-December 2005) and most recent (January 2006-December 2011) was also examined. Multivariable logistic regression with stepwise elimination was then performed to determine likelihood of operative management according to hospital category and era, adjusting for potential confounders. RESULTS 955 cases were identified, with 101(10.6%) managed operatively. On multivariable analysis, factors associated with operation included age (OR 1.11, 95% CI 1.01-1.18, p<0.05), massive splenic disruption (OR 3.10, 95% CI 1.61-6.19, p<0.001), hollow viscus injury (OR 11.03, 95% CI 3.46-34.28, p<0.001) and transfusion (OR 7.70, 95% CI 4.54-13.16, p<0.001). Management outside a paediatric trauma centre remained significantly associated with operation, whether it be metropolitan adult trauma centre (OR 4.22 95% CI 1.70-10.52, p<0.01), rural trauma centre (OR 3.72 95% CI 1.83-7.83, p<0.001) or metropolitan local hospital (OR 5.23, 95% CI 1.22-18.93 p<0.05). Comparing the 2 eras, the overall operation rate fell, although not significantly, from 12.9% to 8.7% (OR 1.3, 95% CI 0.89-243 p=0.13) CONCLUSION: While Paediatric Surgeons have wholeheartedly adopted non-operative management, away from paediatric centres, children in NSW are still being operated on for BSI unnecessarily. While the factors at play may be complex, further evaluation of the management and movement of injured children within the broad NSW trauma system is required.
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Affiliation(s)
- Susan E Adams
- Department Paediatric Surgery, Sydney Children's Hospital, Randwick, NSW, Australia; School of Women's and Children's Health, University of NSW, Kensington, NSW, 2033, Australia; Neuroscience Research Australia (NeuRA), Randwick, NSW, 2031, Australia; School of Medical Science, University of NSW, Kensington, NSW, 2033, Australia.
| | - Andrew Holland
- Department of Academic Surgery, Royal Alexandria Hospital for Children, Westmead, NSW, 2145, Australia; Discipline of Child and Adolescent Health, Sydney Medical School, University of Sydney, NSW, 2006, Australia
| | - Julie Brown
- Neuroscience Research Australia (NeuRA), Randwick, NSW, 2031, Australia; School of Medical Science, University of NSW, Kensington, NSW, 2033, Australia
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Compensation System Experience at 12 Months After Road or Workplace Injury in Victoria, Australia. PSYCHOLOGICAL INJURY & LAW 2016. [DOI: 10.1007/s12207-016-9275-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Gowing CJ, McDermott KM, Ward LM, Martin BL. Ten years of trauma in the 'top end' of the Northern Territory, Australia: a retrospective analysis. Int Emerg Nurs 2015; 23:17-21. [PMID: 25455905 DOI: 10.1016/j.ienj.2014.09.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Revised: 09/24/2014] [Accepted: 09/25/2014] [Indexed: 02/03/2023]
Abstract
AIM To examine characteristics of traumatic injury in adults and children at the Royal Darwin Hospital (RDH) over a 10 year period. METHOD A retrospective review of the RDH Trauma Registry data from 1 January 2003 to 31 December 2012, with analysis of patient demographics, mechanism of injury, Injury Severity Score (ISS), and outcome. PARTICIPANTS Two thousand seven hundred twenty-five patients with an ISS greater than or equal to 9 and met all other study inclusion criteria. RESULTS Motor vehicle crashes, assaults and falls consistently remained the three most common mechanisms of injury throughout the 10 year period. Indigenous admissions showed a significant downward trend (p = 0.009). Upward trends were noted in presentations from patients aged greater than 44 (p = 0.002), all-terrain vehicle accidents (p <0.001), and hangings (p = 0.003). No other trends were noted to significant at a p <0.05 level. Admitted Indigenous patients were significantly more likely to be present due to assault (p <0.001) and female patients were more likely to present due to assault, falls and motor vehicle crashes (p <0.01) than their counterparts. CONCLUSION Presentations for traumatic injury to Royal Darwin Hospital have remained in the most part, consistently stable for the period of 2003-2012. Though there were some increases/decreases in regard to specific demographics and mechanisms, few were found to be statistically significant at a p < 0.05 level.
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Affiliation(s)
- Christopher J Gowing
- National Critical Care and Trauma Response Centre, Royal Darwin Hospital, PO Box 41326, Casuarina, NT 0811, Australia.
| | - Kathleen M McDermott
- National Critical Care and Trauma Response Centre, Royal Darwin Hospital, PO Box 41326, Casuarina, NT 0811, Australia
| | - Linda M Ward
- Menzies School of Health Research, PO Box 41096, Casuarina, NT 0811, Australia
| | - Bronte L Martin
- National Critical Care and Trauma Response Centre, Royal Darwin Hospital, PO Box 41326, Casuarina, NT 0811, Australia
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Curtis K, Crouch R. Trauma care--a system fit for the 21st century? Int Emerg Nurs 2014; 23:1-2. [PMID: 25488409 DOI: 10.1016/j.ienj.2014.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Kate Curtis
- Guest Editors Major Trauma Special Issue, International Emergency Nursing.
| | - Robert Crouch
- Guest Editors Major Trauma Special Issue, International Emergency Nursing.
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Crouch R, McHale H, Palfrey R, Curtis K. The trauma nurse coordinator in England: a survey of demographics, roles and resources. Int Emerg Nurs 2014; 23:8-12. [PMID: 24929776 DOI: 10.1016/j.ienj.2014.05.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 05/23/2014] [Accepted: 05/26/2014] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Following the introduction of the regional trauma system in 2012 the role of the trauma nurse coordinator (TNC) has been rolled out. This study aims to determine the demographic and practice profile of nurses performing the TNC role in England. METHODS An electronic survey of TNCs across the 18 trauma networks in England was conducted. RESULTS Fifty-three TNCs responded (62%) to the survey. Seventeen different role titles identified. The majority of TNCs had an emergency or trauma/orthopaedics clinical background. The largest proportion of time spent was clinical (38%). Least amount of time was spent in the education (7%), and research (3%). Nearly a quarter of respondents (23%) had some form of formal research training, nearly half (47%) were assisting others in research. Over half (55%) of respondents felt that they did not have adequate human resources to conduct their role. DISCUSSION This research has provided baseline information about nurses in the role of TNC, their role titles and domains of the role 18 months after the formal introduction of trauma networks in England. There are some marked similarities and differences in the time spent in the different domains of the role between these findings and those published internationally.
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Affiliation(s)
- Robert Crouch
- Southampton University Hospital, Tremona Road, Southampton, SO16 6YD, UK; University of Southampton Faculty of Health Sciences, University Road, Southampton, SO17 IBJ, UK.
| | - Helen McHale
- Southampton University Hospital, Tremona Road, Southampton, SO16 6YD, UK
| | - Rosalind Palfrey
- Southampton University Hospital, Tremona Road, Southampton, SO16 6YD, UK
| | - Kate Curtis
- University of Southampton Faculty of Health Sciences, University Road, Southampton, SO17 IBJ, UK; Sydney Nursing School, University of Sydney, Australia
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Leonard E, Curtis K. Are Australian and New Zealand trauma service resources reflective of the Australasian Trauma Verification Model Resource Criteria? ANZ J Surg 2014; 84:523-7. [DOI: 10.1111/ans.12381] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Elizabeth Leonard
- Sydney Nursing School; The University of Sydney; Sydney New South Wales Australia
- Trauma Service; Royal Prince Alfred Hospital; Sydney New South Wales Australia
| | - Kate Curtis
- Sydney Nursing School; The University of Sydney; Sydney New South Wales Australia
- Trauma Service; St George Hospital; Sydney New South Wales Australia
- Critical Care and Trauma Division; The George Institute for Global Health; Sydney New South Wales Australia
- Faculty of Medicine; University of New South Wales; Sydney New South Wales Australia
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