Patenge Adrian, Pförringer Dominik, Estrella Nicole, Menzel Annette, Krüger Konstantin, Richter Leo, Schmid Lisa, Dommasch Michael, von Rose Aaron Becker
Klinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany.
Klinikum Rechts Der Isar, Department of Trauma Surgery, Technical University of Munich, Munich, Germany.
Sci Rep. 2025 May 6;15(1):15832. doi: 10.1038/s41598-025-00957-9.
Weather parameters impact patient admission to emergency departments (EDs) and due to pressures of overcrowding, it is imperative to better forecast admission levels. This retrospective single-centre study aimed to assess whether ambient temperature independently predicts emergency department (ED) admissions, beyond typical seasonal variation. We analysed 150,751 admissions to the ED of the University Hospital Klinikum rechts der Isar (MRI) in Munich, Germany from 2019-2022. Patients were divided into either surgical or internal medicine groups. Their post-treatment status as well as discharge type ('outpatient' versus 'inpatient') was also recorded. Descriptive statistics as well as linear models were used to identify and test statistically significant correlations of ED and weather variables. Patient admissions of the surgery group were directly correlated with changes in ambient temperature. This relationship persisted consistently across all seasons, suggesting a temperature effect that is independent of typical seasonal fluctuations. Whilst ED patient intake of the internal medicine group decreased during some holidays, spring as well as on weekends, sharp increases could be seen during the Oktoberfest period and Christmas. Despite minor variances, this was not the case in the surgery group. Here, the overall direct correlation of temperature and surgical patient levels for the period between 2019-22 seems highly significant. Temperature changes lead to more surgical cases irrespective of the season and more outpatient discharges, whilst inpatient admissions generally seem rather unresponsive to weather changes. A better allocation of resources in ED departments results from superior understandings of trigger factors and temperature has thus been rendered a particularly potent one.
天气参数会影响患者前往急诊科就诊,由于过度拥挤的压力,更好地预测就诊人数势在必行。这项回顾性单中心研究旨在评估环境温度是否能独立预测急诊科就诊人数,而不仅仅是典型的季节性变化。我们分析了2019年至2022年期间德国慕尼黑伊萨尔河右岸大学医院(MRI)急诊科的150751例就诊病例。患者被分为外科或内科组。还记录了他们的治疗后状态以及出院类型(“门诊”与“住院”)。使用描述性统计以及线性模型来识别和测试急诊科与天气变量之间具有统计学意义的相关性。外科组的患者就诊人数与环境温度变化直接相关。这种关系在所有季节都持续存在,表明温度效应独立于典型的季节性波动。虽然内科组的急诊科患者就诊量在一些节假日、春季以及周末有所下降,但在慕尼黑啤酒节期间和圣诞节期间会大幅增加。尽管存在一些细微差异,但外科组并非如此。在这里,2019年至2022年期间温度与外科患者数量之间的总体直接相关性似乎非常显著。温度变化会导致更多的外科病例,无论季节如何,并且会有更多的门诊出院,而住院患者人数通常似乎对天气变化反应不大。对触发因素有更深入的了解有助于急诊科更好地分配资源,因此温度已被证明是一个特别重要的因素。