The use of early warning system scores in prehospital and emergency department settings to predict clinical deterioration: A systematic review and meta-analysis

被引:40
|
作者
Guan, Gigi [1 ,2 ]
Lee, Crystal Man Ying [3 ,4 ]
Begg, Stephen [5 ]
Crombie, Angela [6 ]
Mnatzaganian, George [1 ,7 ]
机构
[1] La Trobe Univ, La Trobe Rural Hlth Sch, Rural Dept Community Hlth, Bendigo, Vic, Australia
[2] Univ Melbourne, Fac Med Dent & Hlth Sci, Dept Rural Hlth, Shepparton, Australia
[3] Curtin Univ, Sch Populat Hlth, Perth, WA, Australia
[4] La Trobe Univ, Sch Psychol & Publ Hlth, Melbourne, Vic, Australia
[5] La Trobe Univ, Violet Vines Marshman Ctr Rural Hlth Res, Bendigo, Vic, Australia
[6] Bendigo Hlth, Res & Innovat, Bendigo, Vic, Australia
[7] Peter Doherty Inst Infect & Immun, Melbourne, Vic, Australia
来源
PLOS ONE | 2022年 / 17卷 / 03期
关键词
HOSPITAL EARLY MORTALITY; IDENTIFY PATIENTS; PROGNOSTIC VALUE; MEDICINE SCORE; CARE-UNIT; MULTICENTER; VALIDATION; SEPSIS; RISK; EWS;
D O I
10.1371/journal.pone.0265559
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background It is unclear which Early Warning System (EWS) score best predicts in-hospital deterioration of patients when applied in the Emergency Department (ED) or prehospital setting. Methods This systematic review (SR) and meta-analysis assessed the predictive abilities of five commonly used EWS scores (National Early Warning Score (NEWS) and its updated version NEWS2, Modified Early Warning Score (MEWS), Rapid Acute Physiological Score (RAPS), and Cardiac Arrest Risk Triage (CART)). Outcomes of interest included admission to intensive care unit (ICU), and 3-to-30-day mortality following hospital admission. Using DerSimonian and Laird random-effects models, pooled estimates were calculated according to the EWS score cut-off points, outcomes, and study setting. Risk of bias was evaluated using the Newcastle-Ottawa scale. Meta-regressions investigated between-study heterogeneity. Funnel plots tested for publication bias. The SR is registered in PROSPERO (CRD42020191254). Results Overall, 11,565 articles were identified, of which 20 were included. In the ED setting, MEWS, and NEWS at cut-off points of 3, 4, or 6 had similar pooled diagnostic odds ratios (DOR) to predict 30-day mortality, ranging from 4.05 (95% Confidence Interval (CI) 2.35-6.99) to 6.48 (95% CI 1.83-22.89), p = 0.757. MEWS at a cut-off point >= 3 had a similar DOR when predicting ICU admission (5.54 (95% CI 2.02-15.21)). MEWS >= 5 and NEWS >= 7 had DORs of 3.05 (95% CI 2.00-4.65) and 4.74 (95% CI 4.08-5.50), respectively, when predicting 30-day mortality in patients presenting with sepsis in the ED. In the prehospital setting, the EWS scores significantly predicted 3-day mortality but failed to predict 30-day mortality. Conclusion EWS scores' predictability of clinical deterioration is improved when the score is applied to patients treated in the hospital setting. However, the high thresholds used and the failure of the scores to predict 30-day mortality make them less suited for use in the prehospital setting.
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页数:16
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