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Addition of the clinical frailty scale to triage tools and early warning scores improves mortality prognostication at 30 days: A prospective observational multicenter study
Linköping University, Department of Biomedical and Clinical Sciences, Division of Clinical Chemistry and Pharmacology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Local Health Care Services in Central Östergötland, Department of Emergency Medicine in Linköping.
Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Local Health Care Services in Central Östergötland, Department of Emergency Medicine in Linköping. Linköping University, Department of Biomedical and Clinical Sciences, Division of Clinical Chemistry and Pharmacology.
Linköping University, Department of Biomedical and Clinical Sciences, Division of Clinical Chemistry and Pharmacology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Local Health Care Services in Central Östergötland, Department of Emergency Medicine in Linköping.
Linköping University, Department of Biomedical and Clinical Sciences, Division of Clinical Chemistry and Pharmacology. Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Local Health Care Services in Central Östergötland, Department of Emergency Medicine in Linköping.ORCID iD: 0000-0001-6347-3970
2024 (English)In: JOURNAL OF THE AMERICAN COLLEGE OF EMERGENCY PHYSICIANS OPEN, ISSN 2688-1152, Vol. 5, no 5, article id e13244Article in journal (Refereed) Published
Abstract [en]

Objectives: Frailty, assessed with clinical frailty scale (CFS), alone or in combination with aggregated vital signs, has been proposed as a measure to better predict mortality of older patients in the emergency department (ED), but the added predictive value to conventional triage is unclear. Methods: This was a secondary analysis of a prospective observational study in three EDs in Sweden that evaluated the prognostic performance of the CFS alone or in combination with the national early warning score (NEWS), triage early warning score (TEWS) or the rapid emergency triage and treatment system (RETTS) triage tool using logistic regression. The primary outcome was 30-day mortality with 7- and 90-day mortality and admission as secondary outcomes reported as area under the receiver operating curve (AuROC) scores with 95% confidence intervals (CIs). The sensitivity, specificity, accuracy, predictive values, and likelihood ratios are reported for all models. Results: A total of 1832 patients were included with 17 (0.9%), 57 (3.1%), and 121 (6.6%) patients dying within 7, 30, and 90 days, respectively. The admission rate was 43% (795/1832). Frailty (CFS > 4) was significantly associated with 30-day mortality (odds ratio 6, 95% CI 3-12, p < 0.01). Prognostication of 30-day mortality was similar for all CFS-based models and better compared with models without CFS. The AuROC (95% CI) improved for RETTS from 0.67 (0.61-0.74) to 0.83 (0.79-0.88) (p = 0.008), for NEWS from 0.53 (0.45-0.61) to 0.82 (0.77-0.87) (p < 0.001), and for TEWS from 0.63 (0.55-0.71) to 0.82 (0.77-0.87) (p = 0.002). Conclusion: Frailty measured with the CFS in combination with RETTS or structured vital sign assessment using NEWS or TEWS was better at prognosticating 30-day mortality compared to RETTS or early warnings score alone. Improved prognostication provides more realistic expectations and allows for informed discussions with patients and initiation of individualized treatment plans early in the ED process.

Place, publisher, year, edition, pages
WILEY , 2024. Vol. 5, no 5, article id e13244
National Category
Cardiology and Cardiovascular Disease
Identifiers
URN: urn:nbn:se:liu:diva-207629DOI: 10.1002/emp2.13244ISI: 001308599200001PubMedID: 39253302Scopus ID: 2-s2.0-85203464715OAI: oai:DiVA.org:liu-207629DiVA, id: diva2:1898095
Note

Funding Agencies|Region Ostergotland [LIO-532001, LIO-700271, RO-979172]; Lions Clubs International Sweden

Available from: 2024-09-16 Created: 2024-09-16 Last updated: 2026-04-01
In thesis
1. Why use the Clinical Frailty Scale in the Emergency Department?: How assessing frailty with purpose could improve emergency care
Open this publication in new window or tab >>Why use the Clinical Frailty Scale in the Emergency Department?: How assessing frailty with purpose could improve emergency care
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Background

The growing number of older adults presenting to the Emergency Department (ED) challenges traditional models of acute care, which are often poorly aligned with the complex and heterogeneous needs of this population. Frailty, characterized by decreased physiological reserve and increased vulnerability to stressors, has emerged as a key determinant of adverse outcomes in older patients. However, frailty is not systematically integrated into ED assessment and decision-making, which could be explained by persisting knowledge gaps. Comparison among various frailty assessment instruments in ED settings, has demonstrated good prognostic ability regarding adverse outcomes. Their ease of use in this time- and resource-pressured environment has been evaluated, in which the globally used assessment tool CFS was gauged as usable in the ED. Focus on specific patient groups and research personnel conducting the CFS assessments have limited the generalizability of previous research, resulting in lacking evidence of the instrument’s applicability and usability in actual emergency medicine.

Aim

Since uncertainty remains regarding the instrument’s usefulness in EDs, this thesis aims to answer (1) whether frailty assessment performed by regular ED staff retains prognostic validity in real-world conditions, (2) whether frailty adds relevant predictive value beyond established triage systems, (3) how feasible and acceptable frailty assessment with CFS is within time-pressured ED workflows, and (4) whether frailty-informed routines, assessed with CFS early during the ED visit, can improve operational performance.

Method

This thesis consists of Studies I-IV with observational, both prospective and before-and-after, as well as mixed-method designs. Study I was a prospective observational multicentre study conducted in three EDs in the council of Östergötland, Sweden. Study II was a secondary analysis of Study I. Study III, a mixed-method study, was carried out in the same three EDs as Study I. Study IV was a single-centre observational before-and-after study conducted in the Emergency department of University Hospital of Linköping, Sweden.

Study I investigated the prognostic ability of CFS assessments made by regular ED staff during real-life clinical work. All assessed patients aged 65 years and above were eligible for inclusion. The primary outcome was mortality at 30 days, and secondary outcomes were mortality at 7 and 90 days, admission rate, ED and hospital length of stay (LOS). Outcomes were compared between patients living with frailty (CFS>4) and robust patients (CFS<5). Confounders were adjusted for using logistic regression

Study II investigated the prognostic performance of CFS alone or in connection with the existing warning scores: national early warning score (NEWS), triage early warning score (TEWS) or the rapid emergency triage and treatment system (RETTS) triage tool. The prognostic ability was analysed using logistic regression and the primary and secondary outcomes were the same as Study I and are reported as area under the receiver operating curve (AuROC) scores with 95% confidence intervals (CIs).

Study III was a mixed-method study that examined the feasibility and acceptability of CFS in ED by collecting completion rate of assessed patients and by analysing staff experience gathered via an electronic questionnaire. Open-ended questions in the questionnaire rendered free-text comments which were analysed using qualitative content analysis. Quantitative data were analysed to identify patient-related and organisational factors and reported as descriptive data.

Study IV was a before-and-after observational study of the effects of a frailty-informed routine where patients with CFS >4 were recommended to be prioritised for physician assessment among patients with the same acuity after triage. The primary outcome was ED LOS, and secondary outcomes were time to physician and admission rate. Outcomes were compared between a pre-implementation group (control) and a post- implementation group (intervention).

Results

Mortality was significantly higher in patients with CFS >4 at 30 days (7.9% vs 0.9%) with an adjusted odds ratio of 6.0 (95% CI 3.0-12.2, p < 0.001) in the total of 1840 ED visits that were included in the analysis. There were significant differences in mortality at 7 and 90 days, where mortality was higher for patients living with frailty. The differences remained even after adjusting for confounders. Patients living with frailty also had higher admission rates, longer ED LOS, and longer in-hospital LOS, compared to the robust patients.

A total of 1832 patients were included in Study II, where the association between mortality at 30 days and CFS >4 showed a significant association with an odds ratio of 6.0 (CI 95% 3-12, p < 0.01). Prognostication models demonstrated better prognostic ability in those models with CFS compared to those without and were overall similar in AuROC-values ranging from 0.82-0.83 (95% CI 0.77-0.88, p < 0.05).

Feasibility investigation showed a completion rate of 47% in 4235 ED visits. Assessments were made more frequently if the patients were aged >80 years, arrived by ambulance or during the forenoon. The questionnaire revealed that CFS was thought to be a relevant tool but high workload, unclear purpose for use and critical illness, were barriers for usability in the ED.

A total of 542 ED visits were analysed in the before-and-after study with 248 patients in the pre‐implementation and 294 in the post‐implementation group). Post-implementation showed a reduction in Time to physician from 44 min (IQR 20, 94) to 31 min (IQR 15, 65) (p < 0.001). ED LOS was shortened from 352 (IQR 266, 515) to 319 (IQR 240, 458) minutes (p = 0.014). There was no change in admission rate at 59% versus 60% (p = 0.4).

Conclusion

This thesis confirms the robustness and validity of CFS as a prognostic tool outside of controlled research settings and demonstrates that addition of frailty to conventional triage tools captures risk and vulnerability not reflected in vital signs and chief complaint alone. The CFS provides a more accurate risk prognosis which is valuable for establishing realistic goals-of-care and individualising medical planning. A clear ED routine including early frailty identification and connected actions could improve ED flow and decrease avoidable risks associated with prolonged ED stays, which in turn would benefit both the patients and the ED organisation as a whole. 

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2026. p. 73
Series
Linköping University Medical Dissertations, ISSN 0345-0082 ; 2036
Keywords
Emergency Department, Frailty, Clinical Frailty Scale, Triage, Risk stratification, ED intervention
National Category
Anesthesiology and Intensive Care
Identifiers
urn:nbn:se:liu:diva-222423 (URN)10.3384/9789181184969 (DOI)9789181184952 (ISBN)9789181184969 (ISBN)
Public defence
2026-05-07, Berzeliussalen, building 463, Campus US, Linköping, 09:00 (English)
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Supervisors
Available from: 2026-04-01 Created: 2026-04-01 Last updated: 2026-04-01Bibliographically approved

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