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O'Rorke S, Tipping CJ, Lodge M, Mathew J, Kimmel L. Frailty across the adult age spectrum and its effects on outcomes: Experience from a level 1 trauma centre. Injury 2025; 56:112037. [PMID: 39615310 DOI: 10.1016/j.injury.2024.112037] [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: 08/19/2024] [Revised: 11/12/2024] [Accepted: 11/16/2024] [Indexed: 02/07/2025]
Abstract
BACKGROUND Recent evidence suggests that frailty may be a more reliable measure than age to predict outcomes following trauma. Frailty leads to prolonged hospitalisation and increased burden on the hospital system in older patients. The aim of this study is to review the prevalence of frailty in our trauma patients and the association of frailty with hospital-based and twelve-month outcomes. METHODS Patient demographics, discharge destination, hospital length of stay (LOS), and functional status at 12 months were reviewed. Frailty was assessed using the Clinical Frailty Scale (score <4 non frail, 4 vulnerable, >4 frail). Factors associated with frailty and outcomes including discharge destination (home or inpatient care) and LOS (p value <0.2) were included in multivariate models. RESULTS There were 1230 patients admitted to the trauma ward between November 2020-August 2021 who had linked registry data. Of these, 217 (17.6 %) were deemed frail with 131 (10.7 %) being vulnerable. In the group over 65 years, 38.6 % were frail and 16.1 % were vulnerable. Accounting for confounding factors (including age), being frail was associated with discharge to further inpatient care (AOR 4.82 (3.02 - 7.68), p value <0.001). At 12 months post injury, the mortality rate of patients with frailty was 28 %, compared to 2 % for the rest of the population and patients reported significantly more problems with undertaking daily tasks such as mobility and self-care. CONCLUSION After adjusting for confounding factors, frailty is associated with nearly five times the increase in odds of a discharge to further inpatient care. Long term outcomes are also significantly poorer for patients with frailty. Identifying frailty on admission may help outcomes by targeting this patient group and optimising healthcare resource usage.
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Affiliation(s)
- Sarah O'Rorke
- Physiotherapy Department, Alfred Hospital, Melbourne, Australia
| | | | - Margot Lodge
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia; Health of Older People, Alfred Health, Melbourne, Australia; National Trauma Research Institute, Melbourne, Australia; School of Translational Medicine, Monash University, Melbourne, Australia
| | - Joseph Mathew
- National Trauma Research Institute, Melbourne, Australia; School of Translational Medicine, Monash University, Melbourne, Australia; Alfred Trauma service, Alfred Hospital, Melbourne, Australia
| | - Lara Kimmel
- Physiotherapy Department, Alfred Hospital, Melbourne, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia; Allied Health Executive, Alfred Hospital, Melbourne, Australia.
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Sim A, McNeilage AG, Rebbeck T, Sterling M, Nicholas M, Donovan S, Giummarra MJ, Ashton-James CE. Evaluation of the Acceptability and Feasibility of Stress Mitigation Education and Support Delivered via Telehealth for People After Road Traffic Musculoskeletal/Orthopedic Injury. JOURNAL OF OCCUPATIONAL REHABILITATION 2024:10.1007/s10926-024-10258-z. [PMID: 39609347 DOI: 10.1007/s10926-024-10258-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Accepted: 11/14/2024] [Indexed: 11/30/2024]
Abstract
PURPOSE To evaluate the acceptability and feasibility of a consumer co-designed telehealth intervention which aimed to reduce claimant distress by providing pain management strategies, informational and social support to people who had made a compensation claim following road traffic musculoskeletal injury. METHODS Eleven claimant participants who were at risk of a poor outcome completed the intervention in a one-on-one setting with the same clinician delivering the program across all sessions.They were interviewed about their experience (acceptability and feasibility including the use of telehealth). Clinicians who delivered the intervention also completed an anonymous feedback survey exploring their experiences delivering the intervention. Interviews were transcribed verbatim and thematic analysis was conducted. RESULTS There were four themes which broadly related to the acceptability and feasibility of the intervention as well as the perceived benefits: (1) knowledge is power, (2) healing with social connection, (3) further along than I would have been, and (4) telehealth was acceptable and feasible. CONCLUSION The delivery of a co-designed telehealth-delivered stress mitigation intervention to support people with a road traffic musculoskeletal injury was feasible to deliver and acceptable to people who were at risk of a poor outcome. Further research to evaluate the efficacy of the intervention on outcomes such as pain, self-efficacy, and claims costs are needed.
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Affiliation(s)
- Alison Sim
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.
- Sydney Medical School (Northern Clinical School), Kolling Institute, The University of Sydney, Lvl 2 Douglas Building, St Leonards, 2065, Australia.
| | - Amy G McNeilage
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Trudy Rebbeck
- Northern Sydney Local Health District, Sydney, Australia
- RECOVER Injury Research Centre, Faculty of Health and Behavioural Sciences, The University of Queensland, Brisbane, Australia
| | - Michele Sterling
- Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, Australia
| | - Michael Nicholas
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Sarah Donovan
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Caulfield, Australia
| | - Melita J Giummarra
- Caulfield Pain Management and Research Centre, Caulfield Hospital, Caulfield, Australia
| | - Claire E Ashton-James
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Lyons RA, Gabbe BJ, Vallmuur K. Potential for advances in data linkage and data science to support injury prevention research. Inj Prev 2024; 30:442-445. [PMID: 39362751 PMCID: PMC11671920 DOI: 10.1136/ip-2024-045367] [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: 05/15/2024] [Accepted: 09/14/2024] [Indexed: 10/05/2024]
Abstract
The recent COVID-19 pandemic stimulated unprecedented linkage of datasets worldwide, and while injury is endemic rather than pandemic, there is much to be learned by the injury prevention community from the data science approaches taken to respond to the pandemic to support research into the primary, secondary and tertiary prevention of injuries. The use of routinely collected data to produce real-world evidence, as an alternative to clinical trials, has been gaining in popularity as the availability and quality of digital health platforms grow and the linkage landscape, and the analytics required to make best use of linked and unstructured data, is rapidly evolving. Capitalising on existing data sources, innovative linkage and advanced analytic approaches provides the opportunity to undertake novel injury prevention research and generate new knowledge, while avoiding data waste and additional burden to participants. We provide a tangible, but not exhaustive, list of examples showing the breadth and value of data linkage, along with the emerging capabilities of natural language processing techniques to enhance injury research. To optimise data science approaches to injury prevention, injury researchers in this area need to share methods, code, models and tools to improve consistence and efficiencies in this field. Increased collaboration between injury prevention researchers and data scientists working on population data linkage systems has much to offer this field of research.
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Affiliation(s)
- Ronan A Lyons
- Population Data Science, Swansea University, Swansea, Swansea, UK
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Administrative Data Research Wales, Swansea University Medical School, Swansea University, Swansea, UK
| | - Belinda J Gabbe
- Population Data Science, Swansea University, Swansea, Swansea, UK
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Kirsten Vallmuur
- Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology (QUT), Brisbane, Queensland, Australia
- Jamieson Trauma Institute, Royal Brisbane & Women’s Hospital (RBWH), Brisbane, Queensland, Australia
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Gore A, Huck G, Bongiovanni S, Labagnara S, Soto IJ, Yonclas P, Livingston DH. Dollars and Sense: The Financial Argument for Dedicated Posttrauma Center Care. Ann Surg 2024; 280:340-344. [PMID: 38501251 DOI: 10.1097/sla.0000000000006275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
OBJECTIVE To demonstrate that the creation of a Center for Trauma Survivorship (CTS) is not cost-prohibitive but is a revenue generator for the institution. BACKGROUND A dedicated CTS has been demonstrated to increase adherence with follow-up visits and improve overall aftercare in severely injured patients discharged from the trauma center. A potential impediment to the creation of similar centers is its assumed prohibitive cost. METHODS This pre and post-cohort study examines the financial impact of patients treated by the CTS. Patients in the PRE cohort were those treated in the year before CTS inception. Eligibility criteria are trauma patients admitted who are ≥18 years of age and have a New Injury Severity Score ≥16 or intensive care unit stay ≥2 days. Financial data were obtained from the hospital's billing and cost accounting systems for a 1-year time period after discharge. RESULTS There were 176 patients in the PRE and 256 in the CTS cohort. The CTS cohort generated 1623 subsequent visits versus 748 in the PRE cohort. CTS patients underwent more follow-up surgery in their first year of recovery as compared with the PRE cohort (98 vs 26 procedures). Each CTS patient was responsible for a $7752 increase in net revenue with a positive contribution margin of $4558 compared with those in the PRE group. CONCLUSIONS A dedicated CTS increases subsequent visits and necessary procedures and is a positive revenue source for the trauma center. The presumptive financial burden of a CTS is incorrect and the creation of dedicated centers will improve patients' outcomes and the institution's bottom line.
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Affiliation(s)
- Amy Gore
- Division of Trauma and Surgical Critical Care (AG, PY, DHL), Department of Surgery, Rutgers-New Jersey Medical School, Newark, NJ
| | - Gary Huck
- Department of Hospital Finance, University Hospital, Newark, NJ
| | | | - Susan Labagnara
- Center for Trauma Survivorship, Eric Munoz Trauma Center at University Hospital, Newark, NJ
| | - Ilona Jacniacka Soto
- Center for Trauma Survivorship, Eric Munoz Trauma Center at University Hospital, Newark, NJ
| | - Peter Yonclas
- Division of Trauma and Surgical Critical Care (AG, PY, DHL), Department of Surgery, Rutgers-New Jersey Medical School, Newark, NJ
| | - David H Livingston
- Division of Trauma and Surgical Critical Care (AG, PY, DHL), Department of Surgery, Rutgers-New Jersey Medical School, Newark, NJ
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Jolliffe L, Williams CM, Bozyk N, Collyer TA, Caspers K, Snowdon DA. Consumer perspectives of allied health involvement in a public hospital setting: cross-sectional survey and electronic health record review. AUST HEALTH REV 2024; 48:191-200. [PMID: 38373740 DOI: 10.1071/ah23225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 01/26/2024] [Indexed: 02/21/2024]
Abstract
Objective Consumer-centred care is fundamental to high-quality health care, with allied health professionals playing a pivotal role in hospital settings. Allied health typically operates within standard weekday working-hours. Consumer preferences for receiving allied health services are largely unexplored but could inform whether weekend and/or out-of-hours services are required. This study aims to understand consumer preferences for hospital-based inpatient and outpatient allied health services. Methods Using a cross-sectional survey and convenience sampling approach, consumers of a public health service in Melbourne, Australia were surveyed about preferences for allied health service delivery. Electronic health record reviews compared the accuracy of self-reported service delivery times. Descriptive statistics, concordance and predictive values were calculated. Responses to free-text survey items were analysed using content analysis. Results Of 120 participants (79% response rate), most (69%) received allied health services, however, almost half of inpatient responders (44%) were unsure of the specific allied health professional involved. Audit results found moderate-high concordance overall (range, 77-96%) between self-reported and audit-identified allied health services by profession. Most inpatient responders had no strong day of week preference, equally selecting weekdays and weekend days, with most preferring services between 8 am and 4 pm. Outpatient responders (81%) preferred a weekday appointment between 8 am and 12 pm or before 8 am (29%) to complete scheduled activities early in the day. Conclusion While provision of allied health services during standard working-hours was preferred by most consumers, some inpatient and outpatient consumers are receptive to receiving weekend and out-of-hours services, respectively. Decisions about offering these services should consider operational capacity and research evidence.
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Affiliation(s)
- Laura Jolliffe
- Allied Health, Peninsula Health, Melbourne, Vic., Australia; and School of Primary and Allied Health Care, Department of Occupational Therapy, Monash University, Melbourne, Vic., Australia; and National Centre for Healthy Ageing, Melbourne, Vic., Australia
| | - Cylie M Williams
- School of Primary and Allied Health Care, Department of Podiatry, Monash University, Melbourne, Vic., Australia
| | - Natalie Bozyk
- Allied Health, Peninsula Health, Melbourne, Vic., Australia
| | - Taya A Collyer
- National Centre for Healthy Ageing, Melbourne, Vic., Australia
| | | | - David A Snowdon
- Allied Health, Peninsula Health, Melbourne, Vic., Australia; and National Centre for Healthy Ageing, Melbourne, Vic., Australia
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Cameron PA, Gabbe B. Is the current model of trauma care fit for purpose? Injury 2023; 54:110786. [PMID: 37295845 DOI: 10.1016/j.injury.2023.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Affiliation(s)
- Peter A Cameron
- School Public Health and Preventive Medicine, Monash University, Australia.
| | - Belinda Gabbe
- School Public Health and Preventive Medicine, Monash University, Australia
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