Evidence map›Paper›PMID 40328854›Full record

ArticleScientific reports2025

Temperature directly correlates with emergency surgical case admissions independent of seasonality.

Adrian Patenge, Dominik Pförringer, Nicole Estrella, Annette Menzel, Konstantin Krüger, Leo Richter, Lisa Schmid, Michael Dommasch, Aaron Becker von Rose

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Analyzing and predicting patient admissions related to acute heat at the Chemnitz Hospital (Germany).Archives of public health = Archives belges de sante publique · 2025
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Adrian PatengeKlinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany.
Dominik PförringerKlinikum Rechts Der Isar, Department of Trauma Surgery, Technical University of Munich, Munich, Germany.
Nicole EstrellaEcoclimatology, TUM School of Life Sciences, Technical University of Munich, Freising, Germany.
Annette MenzelEcoclimatology, TUM School of Life Sciences, Technical University of Munich, Freising, Germany.
Konstantin KrügerKlinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany.
Leo RichterKlinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany.
Lisa SchmidKlinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany.
Michael DommaschKlinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany.
Aaron Becker von RoseKlinikum Rechts Der Isar, Emergency Department, Technical University of Munich, Munich, Germany. becker.rose@tum.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

Emergency Service, HospitalHospitalizationPatient AdmissionSeasonsSurgical Procedures, OperativeTemperatureAdultAgedFemaleGermanyHumansMaleMiddle AgedRetrospective StudiesEmergency departmentEmergency medical servicesOvercrowdingTemperatureWeather

Identifiers

PMID40328854
PMCPMC12055994

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.