Department of Emergency Medicine and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Uusimaa, Finland
Department of Emergency Medicine and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Uusimaa, Finland.
Emerg Med J. 2021 Dec;38(12):913-918. doi: 10.1136/emermed-2019-209400. Epub 2021 May 11.
National Early Warning Score (NEWS) does not include age as a parameter despite age is a significant independent risk factor of death. The aim of this study was to examine whether age has an effect on predictive performance of short-term mortality of NEWS in a prehospital setting. We also evaluated whether adding age as an additional parameter to NEWS improved its short-term mortality prediction.
We calculated NEWS scores from retrospective prehospital electronic patient record data for patients 18 years or older with sufficient prehospital data to calculate NEWS. We used area under receiver operating characteristic (AUROC) to analyse the predictive performance of NEWS for 1 and 7 day mortalities with increasing age in three different age groups: <65 years, 65-79 years and ≥80 years. We also explored the ORs for mortality of different NEWS parameters in these age groups. We added age to NEWS as an additional parameter and evaluated its effect on predictive performance.
We analysed data from 35 800 ambulance calls. Predictive performance for 7-day mortality of NEWS decreased with increasing age: AUROC (95% CI) for 1-day mortality was 0.876 (0.848 to 0.904), 0.824 (0.794 to 0.854) and 0.820 (0.788 to 0.852) for first, second and third age groups, respectively. AUROC for 7-day mortality had a similar trend. Addition of age as an additional parameter to NEWS improved its ability to predict short-term mortality when assessed with continuous Net Reclassification Improvement.
Age should be considered as an additional parameter to NEWS, as it improved its performance in predicting short-term mortality in this prehospital cohort.
尽管年龄是死亡的一个重要独立危险因素,但国家早期预警评分(NEWS)并未将其作为参数纳入其中。本研究旨在探讨年龄对院前环境中 NEWS 短期死亡率预测的影响。我们还评估了将年龄作为 NEWS 的附加参数添加是否可以改善其短期死亡率预测。
我们从回顾性院前电子患者记录数据中计算了年龄在 18 岁或以上、具有足够的院前数据来计算 NEWS 的患者的 NEWS 评分。我们使用接收者操作特征曲线(ROC)下面积(AUROC)来分析不同年龄组(<65 岁、65-79 岁和≥80 岁)中 NEWS 对 1 天和 7 天死亡率的预测性能,随着年龄的增加。我们还探讨了不同 NEWS 参数在这些年龄组中的死亡率的 OR。我们将年龄添加到 NEWS 中作为附加参数,并评估其对预测性能的影响。
我们分析了 35800 次救护车呼叫的数据。随着年龄的增加,NEWS 对 7 天死亡率的预测性能下降:1 天死亡率的 AUROC(95%CI)分别为 0.876(0.848 至 0.904)、0.824(0.794 至 0.854)和 0.820(0.788 至 0.852),第一、二和三组年龄组分别为。7 天死亡率的 AUROC 也有类似的趋势。将年龄作为 NEWS 的附加参数添加后,在使用连续净重新分类改善评估时,其预测短期死亡率的能力得到了提高。
年龄应被视为 NEWS 的附加参数,因为它可以改善该院前队列中短期死亡率预测的性能。