Heat-related emergency medical service operations: the relevance of the heat definition.

IF 2.6 3区 地球科学 Q2 BIOPHYSICS
Lea Grümme, Julia Weidkamp, Doris Gerstner, Katharina Grenzebach, Veronika Lechner, Jonas Huß, Stephan Prückner, Heiko Trentzsch, Katharina Kneißl, Andreas Birk, Caroline Herr, Stefanie Heinze, Veronika Weilnhammer, Caroline Quartucci
{"title":"Heat-related emergency medical service operations: the relevance of the heat definition.","authors":"Lea Grümme, Julia Weidkamp, Doris Gerstner, Katharina Grenzebach, Veronika Lechner, Jonas Huß, Stephan Prückner, Heiko Trentzsch, Katharina Kneißl, Andreas Birk, Caroline Herr, Stefanie Heinze, Veronika Weilnhammer, Caroline Quartucci","doi":"10.1007/s00484-025-03009-z","DOIUrl":null,"url":null,"abstract":"<p><p>Heat is associated with an increase in Emergency Medical Service (EMS) operations. However, different heat definitions in research, including outside air temperature (T), Heat Index (HI) and Universal Thermal Climate Index (UTCI), impair the assessment of heat onthe frequency of EMS operations. Therefore, this study aims to compare (1) the relationship between different heat definitions and the frequency of days defined as heat events, (2) the percentage change in the number of EMS operations per heat definition, and (3) the goodness of model fit of each heat definition. We analyzed data from EMS operations and 106 weather stations in Bavaria, Germany (2018-2020), comparing 40 heat definitions with varying thresholds, percentiles (e.g. 90th percentile), and durations (≥ 1 or ≥ 2 days) based on T, HI, and UTCI. Negative binomial regression models were adjusted for confounders. All definitions indicate significant increased EMS operations during heat events, with effect sizes ranging from 8.3% (T<sub>night</sub>≥20.0 °C; confidence interval: 4.2-12.5%) to 18.7% (HI<sub>mean</sub>≥26.7 °C ≥ 2 days; confidence interval: 9.7-28.4%). Definitions with higher thresholds, percentiles, or longer durations have larger effects but worse model fits. Heat definitions based on HI or UTCI are not superior to temperature-based ones, and definitions using mean or maximum values yield similar frequencies, effects, and model fits. All heat definitions show increased EMS operations during heat events, with larger effects for higher thresholds or longer durations. Complex definitions offer no advantage over temperature-based ones, which we recommend for further research. Percentile-based definitions are preferable for better comparability.</p>","PeriodicalId":588,"journal":{"name":"International Journal of Biometeorology","volume":" ","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Biometeorology","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1007/s00484-025-03009-z","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOPHYSICS","Score":null,"Total":0}
引用次数: 0

Abstract

Heat is associated with an increase in Emergency Medical Service (EMS) operations. However, different heat definitions in research, including outside air temperature (T), Heat Index (HI) and Universal Thermal Climate Index (UTCI), impair the assessment of heat onthe frequency of EMS operations. Therefore, this study aims to compare (1) the relationship between different heat definitions and the frequency of days defined as heat events, (2) the percentage change in the number of EMS operations per heat definition, and (3) the goodness of model fit of each heat definition. We analyzed data from EMS operations and 106 weather stations in Bavaria, Germany (2018-2020), comparing 40 heat definitions with varying thresholds, percentiles (e.g. 90th percentile), and durations (≥ 1 or ≥ 2 days) based on T, HI, and UTCI. Negative binomial regression models were adjusted for confounders. All definitions indicate significant increased EMS operations during heat events, with effect sizes ranging from 8.3% (Tnight≥20.0 °C; confidence interval: 4.2-12.5%) to 18.7% (HImean≥26.7 °C ≥ 2 days; confidence interval: 9.7-28.4%). Definitions with higher thresholds, percentiles, or longer durations have larger effects but worse model fits. Heat definitions based on HI or UTCI are not superior to temperature-based ones, and definitions using mean or maximum values yield similar frequencies, effects, and model fits. All heat definitions show increased EMS operations during heat events, with larger effects for higher thresholds or longer durations. Complex definitions offer no advantage over temperature-based ones, which we recommend for further research. Percentile-based definitions are preferable for better comparability.

与热有关的紧急医疗服务业务:热的相关性定义。
高温与紧急医疗服务业务的增加有关。然而,研究中不同的热量定义,包括外部空气温度(T),热量指数(HI)和通用热气候指数(UTCI),影响了对EMS运行频率的热量评估。因此,本研究旨在比较(1)不同热定义与热事件定义天数的关系,(2)每个热定义EMS运行次数的百分比变化,以及(3)每种热定义的模型拟合好度。我们分析了EMS业务和德国巴伐利亚州106个气象站(2018-2020年)的数据,比较了基于T、HI和UTCI的40种不同阈值、百分位数(例如第90百分位数)和持续时间(≥1天或≥2天)的热定义。负二项回归模型校正混杂因素。所有定义都表明,在高温事件期间,EMS操作显著增加,效应大小从8.3%(温度≥20.0°C;置信区间:4.2-12.5%)至18.7% (HImean≥26.7°C≥2天;置信区间:9.7-28.4%)。具有较高阈值、百分位数或较长的持续时间的定义具有较大的影响,但模型拟合较差。基于HI或UTCI的热定义并不优于基于温度的定义,使用平均值或最大值的定义产生相似的频率、效果和模型拟合。所有热定义都表明,在热事件期间,EMS操作增加,阈值越高或持续时间越长,影响越大。复杂的定义与基于温度的定义相比没有优势,我们建议进行进一步的研究。为了更好的可比性,基于百分位数的定义更可取。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.40
自引率
9.40%
发文量
183
审稿时长
1 months
期刊介绍: The Journal publishes original research papers, review articles and short communications on studies examining the interactions between living organisms and factors of the natural and artificial atmospheric environment. Living organisms extend from single cell organisms, to plants and animals, including humans. The atmospheric environment includes climate and weather, electromagnetic radiation, and chemical and biological pollutants. The journal embraces basic and applied research and practical aspects such as living conditions, agriculture, forestry, and health. The journal is published for the International Society of Biometeorology, and most membership categories include a subscription to the Journal.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信