Renal Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
BMJ Open. 2022 Feb 8;12(2):e054027. doi: 10.1136/bmjopen-2021-054027.
Use of National Early Warning Score 2 (NEWS2) has been mandated in adults admitted to acute hospitals in England. Urgent clinical review is recommended at NEWS2 ≥5. This policy is recognised as requiring ongoing evaluation. We assessed NEWS2 acquisition, alerting at key thresholds and patient outcomes, to understand how response recommendations would affect clinical resource allocation.
Adult acute hospital in England.
Retrospective observational cohort study.
100 362 consecutive admissions between November 2018 and July 2019.
Death or admission to intensive care unit within 24 hours of a score.
NEWS2 were assembled as single scores from consecutive 24-hour time frames, (the first NEWS2 termed 'Index-NEWS2'), or as all scores from the admission (termed All-NEWS2). Scores were excluded when a patient was in intensive care, in the presence of a decision not to attempt cardiopulmonary resuscitation, or on day 1 of elective admission.
A mean of 4.5 NEWS2 were acquired per patient per day. The outcome rate following an Index-NEWS2 was 0.22/100 patient-days. The sensitivity of outcome prediction at Index-NEWS2 ≥5=0.46, and number needed to evaluate (NNE)=52. At this threshold, a mean of 37.6 alerts/100 patient-days would be generated, occurring in 12.3% of patients on any single day. Threshold changes to increase sensitivity by 0.1, would result in a twofold increase in alert rate and 1.5-fold increase in NNE. Overall, NEWS2 classification performance was significantly worse on Index-scores than All-scores (c-statistic=0.78 vs 0.85; p<0.001).
The combination of low event-rate, high alert-rate and low sensitivity, in patients for cardiopulmonary resuscitation, means that at current NEWS2 thresholds, resource demand would be sufficient to meaningfully compete with other pathways to clinical evaluation. In analyses that epitomise in-patient screening, NEWS2 performance suggests a need for re-evaluation of current response recommendations in this population.
英国急性医院收治的成人必须使用国家早期预警评分 2(NEWS2)。建议在 NEWS2≥5 时进行紧急临床审查。该政策被认为需要持续评估。我们评估了 NEWS2 的获取、关键阈值的警报和患者结局,以了解响应建议将如何影响临床资源分配。
英国成人急性医院。
回顾性观察队列研究。
2018 年 11 月至 2019 年 7 月连续 100362 例入院患者。
在评分后 24 小时内死亡或入住重症监护病房。
NEWS2 由连续 24 小时的时间框架中的单个分数组成(第一个 NEWS2 称为“Index-NEWS2”),或由入院期间的所有分数组成(称为“All-NEWS2”)。当患者处于重症监护中、存在不进行心肺复苏的决定或在择期入院的第 1 天时,将排除分数。
每位患者每天平均获取 4.5 个 NEWS2。Index-NEWS2 后的结局发生率为 0.22/100 患者日。结局预测的敏感性在 Index-NEWS2≥5=0.46,需要评估的数量(NNE)=52。在此阈值下,将生成 37.6 个/100 患者日的平均警报,12.3%的患者在任何一天都会出现警报。通过将阈值提高 0.1 以提高敏感性,将导致警报率增加一倍,NNE 增加 1.5 倍。总体而言,与 All-scores 相比,Index-scores 的 NEWS2 分类性能显著更差(c 统计量=0.78 与 0.85;p<0.001)。
在心肺复苏患者中,低事件率、高警报率和低敏感性的组合意味着,在当前的 NEWS2 阈值下,资源需求足以与其他临床评估途径进行有意义的竞争。在代表住院筛查的分析中,NEWS2 的表现表明需要重新评估该人群中的当前响应建议。