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Orlando JF, Burke AL, Beard M, Guerin M, Kumar S. Hospitalisations for non-specific low back pain in people presenting to South Australian public hospital emergency departments. Emerg Med Australas 2024. [PMID: 39294918 DOI: 10.1111/1742-6723.14504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/25/2024] [Accepted: 09/05/2024] [Indexed: 09/21/2024]
Abstract
OBJECTIVE The present study sought to investigate predictors of hospitalisation in adults diagnosed with non-specific low back pain (LBP) and/or sciatica from an ED. METHODS A 5-year, multicentre retrospective observational study was conducted across six public hospitals (metropolitan and regional) using data from electronic medical records. Patient presentations were identified using LBP diagnostic codes and key data extracted (patient demographics, clinical activity, discharge destination). Descriptive statistics and logistic regression were used to measure associations between identified variables and hospitalisation. RESULTS There were 11 709 ED presentations across the study period. People aged ≥65 years (odds ratio [OR] 2.84, 95% confidence interval [CI] 2.61-3.10) and those who arrived at the ED via ambulance (age-adjusted OR 2.68, 95% CI 2.44-2.95) were more likely to be hospitalised. People were also more likely to be hospitalised when triaged as more urgent, when blood tests or advanced spinal imaging were ordered, and when i.v./subcutaneous opioids or oral benzodiazepines were administered. Hospitalisation rates for LBP were lower in regional hospitals, in people residing in lower socioeconomic areas and in Indigenous Australians. CONCLUSION Certain patient characteristics and ED clinical activity are associated with hospitalisations for LBP. Understanding these factors will better inform the design and delivery of appropriate high-quality care.
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Affiliation(s)
- Joseph F Orlando
- IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
- Central Adelaide Local Health Network, SA Health, Adelaide, South Australia, Australia
| | - Anne Lj Burke
- Central Adelaide Local Health Network, SA Health, Adelaide, South Australia, Australia
- Commission on Excellence and Innovation in Health, Government of South Australia, Adelaide, South Australia, Australia
- School of Psychology, Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Matthew Beard
- Central Adelaide Local Health Network, SA Health, Adelaide, South Australia, Australia
| | - Michelle Guerin
- IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
| | - Saravana Kumar
- IIMPACT in Health, Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
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2
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Melman A, Teng MJ, Coombs DM, Li Q, Billot L, Lung T, Rogan E, Marabani M, Hutchings O, Zadro JR, Maher CG, Machado GC. Process and implementation evaluation of a virtual hospital model of care for low back pain (Back@Home). Emerg Med Australas 2024. [PMID: 39268673 DOI: 10.1111/1742-6723.14487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 06/07/2024] [Accepted: 07/15/2024] [Indexed: 09/17/2024]
Abstract
OBJECTIVES Low back pain was the sixth most common reason for an ED visit in 2022-2023 in Australia, one-third of these patients were subsequently admitted to hospital. Therefore, we have assessed whether some patients could be diverted to alternate clinical pathways, via admission to a virtual hospital (rpavirtual), and be cared for remotely in their own homes. METHODS Ethics approval was granted for protocols X21-0278 & 2021/ETH10967 and X21-0094 & 2021/ETH00591. We conducted a mixed-method process evaluation, using the RE-AIM framework (reach, effectiveness, adoption, implementation and maintenance) to answer key questions regarding the Back@Home model of care. RESULTS This preliminary evaluation describes a cohort of the first 50 patients who received care between 13 February and 31 July 2023. The service had high levels of reach and adoption, very low levels of ED representation, and no AEs. Virtual care cost a median of AU$2215 (interquartile range = AU$1724-AU$2855) per admission. Patients admitted virtually had the same high satisfaction with care as traditionally admitted patients and reported less pain and better physical function. CONCLUSIONS Preliminary findings suggest that this model of care is a safe, acceptable, and feasible alternative to hospitalisation for non-serious low back pain, in a select cohort of patients meeting inclusion criteria. Further data collection will inform whether Back@Home has had an impact on length of stay or traditional admission rates.
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Affiliation(s)
- Alla Melman
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, New South Wales, Australia
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Min J Teng
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, New South Wales, Australia
- RPA Virtual Hospital, Sydney Local Health District, Sydney, New South Wales, Australia
| | - Danielle M Coombs
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, New South Wales, Australia
- Department of Physiotherapy, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, New South Wales, Australia
| | - Qiang Li
- The George Institute for Global Health, UNSW, Sydney, New South Wales, Australia
| | - Laurent Billot
- The George Institute for Global Health, UNSW, Sydney, New South Wales, Australia
| | - Thomas Lung
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- The George Institute for Global Health, UNSW, Sydney, New South Wales, Australia
| | - Eileen Rogan
- Department of Medicine, Canterbury Hospital, Sydney Local Health District, Sydney, New South Wales, Australia
| | - Mona Marabani
- Department of Medicine, Canterbury Hospital, Sydney Local Health District, Sydney, New South Wales, Australia
| | - Owen Hutchings
- RPA Virtual Hospital, Sydney Local Health District, Sydney, New South Wales, Australia
| | - Joshua R Zadro
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, New South Wales, Australia
| | - Chris G Maher
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, New South Wales, Australia
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Gustavo C Machado
- Institute for Musculoskeletal Health, Sydney Local Health District, Sydney, New South Wales, Australia
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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Capsey M, Ryan C, Mankelow J, Martin D. Utilisation and experience of emergency medical services by patients with back pain: A scoping review. Musculoskelet Sci Pract 2024; 71:102928. [PMID: 38574578 DOI: 10.1016/j.msksp.2024.102928] [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: 06/07/2023] [Revised: 01/16/2024] [Accepted: 03/07/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND Back pain is recognised as a common reason for people to access emergency medical services (EMS). EMS focus on identifying and treating serious and life-threatening conditions. Back pain frequently has a non-specific cause, however back pain is also a symptom for potentially serious pathology best suited for management by EMS. OBJECTIVES This scoping review explores how and why patients with back pain access EMS, the care provided, and patients' and clinicians' perceptions of EMS. METHODS The established methodology advocated by the Joanna Briggs Institute was followed. Literature was identified via a comprehensive search of six databases as well as grey literature searching. Data was extracted to form a narrative review supported by summary tables and figures. RESULTS The review included 144 papers across the last 36 years, with half the papers published since 2018, the majority from the USA and Australia. Rates of back pain presentation range from 1 to 9% depending on the definition used, with the rate of serious pathology higher than in primary care. Patients present due to concerns about their condition, positive perceptions of the care provided by EMS and difficulty in accessing primary care. Imaging and opioids are widely used, blood markers may aid diagnosis of serious pathology, whilst physiotherapists in Emergency Departments may support management of patients without serious pathology. CONCLUSIONS Back pain is a common reason for EMS presentation. Whilst non-specific back pain is the most common diagnosis further research to support the recognition and care of serious cases would be beneficial.
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Affiliation(s)
- Matt Capsey
- Institute of Health, University of Cumbria, Bowerham Road, Lancaster, LA1 3JD, UK; School of Health and Life Sciences, Teesside University, Middlesbrough, Tees Valley, TS1 3BX , UK.
| | - Cormac Ryan
- Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, Middlesbrough, Tees Valley, TS1 3BX, UK.
| | - Jagjit Mankelow
- School of Health and Life Sciences, Teesside University, Middlesbrough, Tees Valley, TS1 3BX , UK.
| | - Denis Martin
- Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, Middlesbrough, Tees Valley, TS1 3BX, UK.
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Melman A, Teng MJ, Coombs DM, Li Q, Billot L, Lung T, Rogan E, Marabani M, Hutchings O, Maher CG, Machado GC. A Virtual Hospital Model of Care for Low Back Pain, Back@Home: Protocol for a Hybrid Effectiveness-Implementation Type-I Study. JMIR Res Protoc 2024; 13:e50146. [PMID: 38386370 PMCID: PMC10921332 DOI: 10.2196/50146] [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: 06/20/2023] [Revised: 12/12/2023] [Accepted: 12/13/2023] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Low back pain (LBP) was the fifth most common reason for an emergency department (ED) visit in 2020-2021 in Australia, with >145,000 presentations. A total of one-third of these patients were subsequently admitted to the hospital. The admitted patient care accounts for half of the total health care expenditure on LBP in Australia. OBJECTIVE The primary aim of the Back@Home study is to assess the effectiveness of a virtual hospital model of care to reduce the length of admission in people presenting to ED with musculoskeletal LBP. A secondary aim is to evaluate the acceptability and feasibility of the virtual hospital and our implementation strategy. We will also investigate rates of traditional hospital admission from the ED, representations and readmissions to the traditional hospital, demonstrate noninferiority of patient-reported outcomes, and assess cost-effectiveness of the new model. METHODS This is a hybrid effectiveness-implementation type-I study. To evaluate effectiveness, we plan to conduct an interrupted time-series study at 3 metropolitan hospitals in Sydney, New South Wales, Australia. Eligible patients will include those aged 16 years or older with a primary diagnosis of musculoskeletal LBP presenting to the ED. The implementation strategy includes clinician education using multimedia resources, staff champions, and an "audit and feedback" process. The implementation of "Back@Home" will be evaluated over 12 months and compared to a 48-month preimplementation period using monthly time-series trends in the average length of hospital stay as the primary outcome. We will construct a plot of the observed and expected lines of trend based on the preimplementation period. Linear segmented regression will identify changes in the level and slope of fitted lines, indicating immediate effects of the intervention, as well as effects over time. The data will be fully anonymized, with informed consent collected for patient-reported outcomes. RESULTS As of December 6, 2023, a total of 108 patients have been cared for through Back@Home. A total of 6 patients have completed semistructured interviews regarding their experience of virtual hospital care for nonserious back pain. All outcomes will be evaluated at 6 months (August 2023) and 12 months post implementation (February 2024). CONCLUSIONS This study will serve to inform ongoing care delivery and implementation strategies of a novel model of care. If found to be effective, it may be adopted by other health districts, adapting the model to their unique local contexts. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/50146.
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Affiliation(s)
- Alla Melman
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
| | - Min Jiat Teng
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
- RPA Virtual Hospital, Sydney Local Health District, Sydney, Australia
| | - Danielle M Coombs
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
| | - Qiang Li
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Laurent Billot
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Thomas Lung
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Eileen Rogan
- Department of Medicine, Canterbury Hospital, Sydney Local Health District, Sydney, Australia
| | - Mona Marabani
- Department of Medicine, Canterbury Hospital, Sydney Local Health District, Sydney, Australia
| | - Owen Hutchings
- RPA Virtual Hospital, Sydney Local Health District, Sydney, Australia
| | - Chris G Maher
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
| | - Gustavo C Machado
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
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Ellem R, Pickering R, Marks D, Todd J, Brown J, Roberts S, Michaleff ZA. Emergency presentations for older persons with low back pain: An increasing clinical and economic challenge. Australas J Ageing 2023; 42:742-750. [PMID: 37799007 DOI: 10.1111/ajag.13240] [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: 11/13/2022] [Revised: 08/07/2023] [Accepted: 08/23/2023] [Indexed: 10/07/2023]
Abstract
OBJECTIVE To determine whether differences exist for older persons presenting to Emergency Departments (EDs) with lower back pain (LBP) in terms of management, health service resource use and cost when compared to younger patients with LBP. METHODS Retrospective analysis of routinely collected electronic medical record data from January 2015 to July 2021. Data from 11,098 adults presenting with LBP to two large regional Australian EDs were analysed over a 5-year period. Rates of presentation, investigation, medication use, spinal surgery and cost were assessed for all participants with respect to age groups (over or under 65 years of age), diagnosis and time. Multivariable logistic regression analysis was employed to assess the contribution of presentation characteristics to the risk of inpatient admission and to investigate the variable effect of patient age. RESULTS Older people represented 23% (n = 2565) of all LBP presentations, with a growing proportion of presentations over time. More than 1 in 4 patients over 65 were admitted (n = 703, 27%), with CT imaging being proportionately three times more prevalent (24% vs. 6%), and average cost double (AU$3973 vs. $1671) that of the younger population. Consultation by an ED physiotherapist was associated with lower admission risk across all adult presentations (OR 0.52, 95% CI [0.40 to 0.67]). CONCLUSIONS Older persons are over-represented amongst gradually increasing rates of LBP presentations to EDs and associated with escalating cost of care and hospital resource use. Older patients present a different clinical and economic profile to younger patients, supporting the provision of individualised management recommendations.
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Affiliation(s)
- Rod Ellem
- Gold Coast Hospital and Health Service, Southport, Queensland, Australia
| | - Rowan Pickering
- Bond Institute of Health Sciences, Bond University, Gold Coast, Queensland, Australia
| | - Darryn Marks
- Gold Coast Hospital and Health Service, Southport, Queensland, Australia
- Bond Institute of Health Sciences, Bond University, Gold Coast, Queensland, Australia
| | - James Todd
- Bond Institute of Health Sciences, Bond University, Gold Coast, Queensland, Australia
| | - Jarryd Brown
- Gold Coast Hospital and Health Service, Southport, Queensland, Australia
| | - Shelley Roberts
- Gold Coast Hospital and Health Service, Southport, Queensland, Australia
- School of Health Science and Social Work, Griffith University, Nathan, Queensland, Australia
| | - Zoe A Michaleff
- Faculty of Health Sciences and Medicine, Bond University, Robina, Queensland, Australia
- New South Wales Health, St. Leonards, New South Wales, Australia
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6
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Melman A, Vella SP, Dodd RH, Coombs DM, Richards B, Rogan E, Teng MJ, Maher CG, Ghinea N, Machado GC. Clinicians' Perspective on Implementing Virtual Hospital Care for Low Back Pain: Qualitative Study. JMIR Rehabil Assist Technol 2023; 10:e47227. [PMID: 37988140 DOI: 10.2196/47227] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 09/02/2023] [Accepted: 09/27/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Alternate "hospital avoidance" models of care are required to manage the increasing demand for acute inpatient beds. There is currently a knowledge gap regarding the perspectives of hospital clinicians on barriers and facilitators to a transition to virtual care for low back pain. We plan to implement a virtual hospital model of care called "Back@Home" and use qualitative interviews with stakeholders to develop and refine the model. OBJECTIVE We aim to explore clinicians' perspectives on a virtual hospital model of care for back pain (Back@Home) and identify barriers to and enablers of successful implementation of this model of care. METHODS We conducted semistructured interviews with 19 purposively sampled clinicians involved in the delivery of acute back pain care at 3 metropolitan hospitals. Interview data were analyzed using the Theoretical Domains Framework. RESULTS A total of 10 Theoretical Domains Framework domains were identified as important in understanding barriers and enablers to implementing virtual hospital care for musculoskeletal back pain. Key barriers to virtual hospital care included patient access to videoconferencing and reliable internet, language barriers, and difficulty building rapport. Barriers to avoiding admission included patient expectations, social isolation, comorbidities, and medicolegal concerns. Conversely, enablers of implementing a virtual hospital model of care included increased health care resource efficiency, clinician familiarity with telehealth, as well as a perceived reduction in overmedicalization and infection risk. CONCLUSIONS The successful implementation of Back@Home relies on key stakeholder buy-in. Addressing barriers to implementation and building on enablers is crucial to clinicians' adoption of this model of care. Based on clinicians' input, the Back@Home model of care will incorporate the loan of internet-enabled devices, health care interpreters, and written resources translated into community languages to facilitate more equitable access to care for marginalized groups.
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Affiliation(s)
- Alla Melman
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
| | - Simon P Vella
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
| | - Rachael H Dodd
- The Daffodil Centre, Faculty of Medicine and Health, a joint venture between The University of Sydney and Cancer Council New South Wales, Sydney, Australia
| | - Danielle M Coombs
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
- Physiotherapy Department, Royal Prince Alfred Hospital, Sydney, Australia
| | - Bethan Richards
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
- Rheumatology Department, Royal Prince Alfred Hospital, Sydney, Australia
| | | | - Min Jiat Teng
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
- RPA Virtual Hospital, Sydney, Australia
| | - Chris G Maher
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
| | - Narcyz Ghinea
- Department of Philosophy, Macquarie University, Sydney, Australia
| | - Gustavo C Machado
- Sydney Musculoskeletal Health, The University of Sydney and Sydney Local Health District, Camperdown, Australia
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Truter P, Attwooll L, Flanagan P, McGinty C, Taylor R, Hince D, Wand BM. Comparing multi-disciplinary low back pain care in the ED to the Australian clinical care standard: The possible influence of profession, experience and back pain beliefs. Int Emerg Nurs 2023; 71:101351. [PMID: 37757581 DOI: 10.1016/j.ienj.2023.101351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 08/12/2023] [Accepted: 09/10/2023] [Indexed: 09/29/2023]
Affiliation(s)
- Piers Truter
- Fiona Stanley Hospital, Emergency Department, Perth, Murdoch, WA 6150, Australia; School of Health Sciences and Physiotherapy, The University of Notre Dame Australia, Fremantle, WA 6160, Australia.
| | - Lydia Attwooll
- School of Health Sciences and Physiotherapy, The University of Notre Dame Australia, Fremantle, WA 6160, Australia
| | - Pippa Flanagan
- Fiona Stanley Hospital, Emergency Department, Perth, Murdoch, WA 6150, Australia; School of Allied Health, Curtin University, Perth, WA 6845, Australia
| | - Casey McGinty
- Fiona Stanley Hospital, Emergency Department, Perth, Murdoch, WA 6150, Australia
| | - Rosalind Taylor
- Fiona Stanley Hospital, Emergency Department, Perth, Murdoch, WA 6150, Australia
| | - Dana Hince
- Institute of Health Research, The University of Notre Dame Australia, Fremantle, WA 6160, Australia
| | - Benedict M Wand
- School of Health Sciences and Physiotherapy, The University of Notre Dame Australia, Fremantle, WA 6160, Australia
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8
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de Luca K, McLachlan AJ, Maher CG, Machado GCC. Australian emergency department care for older adults diagnosed with low back pain of lumbar spine origin: a retrospective analysis of electronic medical record system data (2016-2019). BMC Emerg Med 2023; 23:17. [PMID: 36782123 PMCID: PMC9924838 DOI: 10.1186/s12873-023-00789-8] [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: 09/23/2022] [Accepted: 02/07/2023] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND In Australian emergency departments, 30% of all back pain presentations are for older adults. Relatively little is known about the care that this population receives during an emergency department stay, including admission to hospital. The aim of this study is to describe emergency department management of older adults diagnosed with a lumbar spine condition and to determine predictors of healthcare use in this population. METHODS A retrospective analysis of electronic medical record data of adults aged ≥ 65 years with a lumbar spine discharge diagnosis. Demographic, clinical care (date and time of presentation and discharge, length of stay in the emergency department, mode of arrival, triage category, re-presentations to the emergency department (within 48 h), discharge mode, the administration of pain-relieving medicines, lumbar imaging, and laboratory tests) and costs data were extracted from the electronic medical record system. Descriptive analyses and multilevel mixed-effects logistic regression models were performed. RESULTS Over the period January 2016 to December 2019 there were 4,093 presentations to emergency departments by older adults with a lumbar spine discharge diagnosis (82.0% were non-specific low back pain). Most were female (58.3%), 39.9% had some form of lumbar imaging, and 34.1% were admitted to hospital. The most administered pain medicines were opioid analgesics (67.1%), followed by paracetamol (63.9%) and NSAIDs (33.0%). Predictors of healthcare use and hospital inpatient admission were receiving a laboratory test and receiving any opioid. For the financial period 2019-20, the mean (SD) total cost of care per presentation was $5,629 ($11,982). CONCLUSION In the emergency department, more than two thirds of older adults with a lumbar spine condition received opioid analgesics. They often received imaging and laboratory tests, had high costs and were admitted to hospital. Alternative pathways of care are needed to support older adults with low back pain, to receive guideline-concordant emergency department care and have good health outcomes.
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Affiliation(s)
- Katie de Luca
- Discipline of Chiropractic, School of Health, Medical and Applied Sciences, CQUniversity, Brisbane, Australia.
| | - Andrew J McLachlan
- grid.1013.30000 0004 1936 834XSydney Pharmacy School, University of Sydney, Sydney, New South Wales Australia
| | - Chris G Maher
- grid.410692.80000 0001 2105 7653Institute for Musculoskeletal Health, University of Sydney and Sydney Local Health District, Sydney, New South Wales Australia
| | - Gustavo C C Machado
- grid.410692.80000 0001 2105 7653Institute for Musculoskeletal Health, University of Sydney and Sydney Local Health District, Sydney, New South Wales Australia
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9
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Vuokko R, Vakkuri A, Palojoki S. Systematized Nomenclature of Medicine-Clinical Terminology (SNOMED CT) Clinical Use Cases in the Context of Electronic Health Record Systems: Systematic Literature Review. JMIR Med Inform 2023; 11:e43750. [PMID: 36745498 PMCID: PMC9941898 DOI: 10.2196/43750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 12/05/2022] [Accepted: 12/22/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The Systematized Medical Nomenclature for Medicine-Clinical Terminology (SNOMED CT) is a clinical terminology system that provides a standardized and scientifically validated way of representing clinical information captured by clinicians. It can be integrated into electronic health records (EHRs) to increase the possibilities for effective data use and ensure a better quality of documentation that supports continuity of care, thus enabling better quality in the care process. Even though SNOMED CT consists of extensively studied clinical terminology, previous research has repeatedly documented a lack of scientific evidence for SNOMED CT in the form of reported clinical use cases in electronic health record systems. OBJECTIVE The aim of this study was to explore evidence in previous literature reviews of clinical use cases of SNOMED CT integrated into EHR systems or other clinical applications during the last 5 years of continued development. The study sought to identify the main clinical use purposes, use phases, and key clinical benefits documented in SNOMED CT use cases. METHODS The Cochrane review protocol was applied for the study design. The application of the protocol was modified step-by-step to fit the research problem by first defining the search strategy, identifying the articles for the review by isolating the exclusion and inclusion criteria for assessing the search results, and lastly, evaluating and summarizing the review results. RESULTS In total, 17 research articles illustrating SNOMED CT clinical use cases were reviewed. The use purpose of SNOMED CT was documented in all the articles, with the terminology as a standard in EHR being the most common (8/17). The clinical use phase was documented in all the articles. The most common category of use phases was SNOMED CT in development (6/17). Core benefits achieved by applying SNOMED CT in a clinical context were identified by the researchers. These were related to terminology use outcomes, that is, to data quality in general or to enabling a consistent way of indexing, storing, retrieving, and aggregating clinical data (8/17). Additional benefits were linked to the productivity of coding or to advances in the quality and continuity of care. CONCLUSIONS While the SNOMED CT use categories were well supported by previous research, this review demonstrates that further systematic research on clinical use cases is needed to promote the scalability of the review results. To achieve the best out-of-use case reports, more emphasis is suggested on describing the contextual factors, such as the electronic health care system and the use of previous frameworks to enable comparability of results. A lesson to be drawn from our study is that SNOMED CT is essential for structuring clinical data; however, research is needed to gather more evidence of how SNOMED CT benefits clinical care and patient safety.
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Affiliation(s)
- Riikka Vuokko
- Unit for Digitalization and Management, Ministry of Social Affairs and Health, Helsinki, Finland
| | - Anne Vakkuri
- Perioperative, Intensive Care and Pain Medicine, Helsinki University Hospital, Vantaa, Finland
| | - Sari Palojoki
- Unit for Digital Transformation, European Centre for Disease Prevention and Control, Stockholm, Sweden
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10
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Melman A, Maher CG, Needs C, Richards B, Rogan E, Teng MJ, Machado GC. Management of patients with low back pain admitted to hospital: An observational study of usual care. Int J Rheum Dis 2023; 26:60-68. [PMID: 36206350 PMCID: PMC10092628 DOI: 10.1111/1756-185x.14449] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 09/16/2022] [Indexed: 01/04/2023]
Abstract
BACKGROUND Knowledge gaps exist around diagnostic and treatment approaches for patients admitted to hospital with low back pain. METHODS Medical record review of patients admitted to three Sydney teaching hospitals with a provisional emergency department diagnosis of non-serious low back pain, from 2016 to 2020. Data on demographic variables, hospital costs, length of stay (LOS), diagnostic imaging and analgesic administration were extracted. Logistic regression was used to identify predictors of longer hospital stay, advanced imaging, and concomitant use of sedating medicines. RESULTS Median inpatient LOS for non-specific low back pain was 4 days (interquartile range [IQR] 2-7), and for radicular low back pain was 4 days (IQR 3-10). Older patients with non-serious low back pain were more likely to stay longer, as were arrivals by ambulance. Plain lumbar radiography was used in 8.3% of admissions, whereas 37.6% of patients received advanced lumbar imaging (computed tomography or magnetic resonance imaging). Opioids were administered in ~80% of admissions; 49% of patients with radicular low back pain were given an antiepileptic in addition to an opioid. In all, 18.4% of admissions resulted in at least one hospital-acquired complication, such as an accidental fall (3.1%) or a medication-related adverse effect (13.3%). Physiotherapists saw 82.6% of low back pain admissions. Costs of inpatient care were estimated at a mean of AU$ 14 000 per admission. CONCLUSIONS We noted relatively high rates of concomitant use of sedating pain medicines and referrals for advanced lumbar imaging and laboratory tests. Strategies to address these issues in inpatient care of low back pain are needed.
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Affiliation(s)
- Alla Melman
- Sydney Musculoskeletal Health, Sydney Local Health District and University of Sydney, Sydney, New South Wales, Australia
| | - Chris G Maher
- Sydney Musculoskeletal Health, Sydney Local Health District and University of Sydney, Sydney, New South Wales, Australia
| | - Chris Needs
- Sydney Musculoskeletal Health, Sydney Local Health District and University of Sydney, Sydney, New South Wales, Australia.,Rheumatology Department, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Bethan Richards
- Sydney Musculoskeletal Health, Sydney Local Health District and University of Sydney, Sydney, New South Wales, Australia.,Rheumatology Department, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Eileen Rogan
- Department of Emergency Medicine, Canterbury Hospital, Sydney, New South Wales, Australia
| | - Min Jiat Teng
- Sydney Musculoskeletal Health, Sydney Local Health District and University of Sydney, Sydney, New South Wales, Australia.,RPA Virtual Hospital, Sydney, New South Wales, Australia
| | - Gustavo C Machado
- Sydney Musculoskeletal Health, Sydney Local Health District and University of Sydney, Sydney, New South Wales, Australia
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