Evidence map›Paper›PMID 37495745›Full record

SynthesisInternational journal of biometeorology2023

Heat, heatwaves, and ambulance service use: a systematic review and meta-analysis of epidemiological evidence.

Zhiwei Xu, Jessica T Watzek, Dung Phung, Mehak Oberai, Shannon Rutherford, Aaron J E Bach

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in International journal of biometeorology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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
  4. Article
  5. Article
  6. Article
  7. The Spectrum of Heat-Related Diseases - A Meta-Review.International journal of public health · 2025
    Review
  8. Article
  9. Article
  10. The Impact of Climate Change on Respiratory Care: A Scoping Review.The journal of climate change and health · 2024
    Article
  11. Article
  12. Review
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

6 authors.

Zhiwei XuSchool of Medicine and Dentistry, Griffith University, Parklands Drive, Southport, Gold Coast, QLD, 4222, Australia. xzw1011@gmail.com.ORCID http://orcid.org/0000-0001-7903-2141
Jessica T WatzekSchool of Medicine and Dentistry, Griffith University, Parklands Drive, Southport, Gold Coast, QLD, 4222, Australia.
Dung PhungSchool of Public Health, The University of Queensland, Brisbane, Australia.
Mehak OberaiSchool of Medicine and Dentistry, Griffith University, Parklands Drive, Southport, Gold Coast, QLD, 4222, Australia.
Shannon RutherfordSchool of Medicine and Dentistry, Griffith University, Parklands Drive, Southport, Gold Coast, QLD, 4222, Australia.
Aaron J E BachSchool of Medicine and Dentistry, Griffith University, Parklands Drive, Southport, Gold Coast, QLD, 4222, Australia. a.bach@griffith.edu.au.

Funding

Wellcome Trust 224709
6 · The paper itself

Abstract

Ambulance data has been reported to be a sensitive indicator of health service use during hot days, but there is no comprehensive summary of the quantitative association between heat and ambulance dispatches. We conducted a systematic review and meta-analysis to retrieve and synthesise evidence published up to 31 August 2022 about the association between heat, prolonged heat (i.e. heatwaves), and the risk of ambulance dispatches. We initially identified 3628 peer-reviewed papers and included 48 papers which satisfied the inclusion criteria. The meta-analyses showed that, for each 5 °C increase in mean temperature, the risk of ambulance dispatches for all causes and for cardiovascular diseases increased by 7% (95% confidence interval (CI): 5%, 10%) and 2% (95% CI: 1%, 3%), respectively, but not for respiratory diseases. The risk of ambulance dispatches increased by 6% (95% CI: 4%, 7%), 7% (95% CI: 5%, 9%), and 18% (95% CI: 12%, 23%) under low-intensity, severe, and extreme heatwaves, respectively. We observed two potential sources of bias in the existing literature: (1) bias in temperature exposure measurement; and (2) bias in the ascertainment of ambulance dispatch causes. This review suggests that heat exposure is associated with an increased risk of ambulance dispatches, and there is a dose-response relationship between heatwave intensity and the risk of ambulance dispatches. For future studies assessing the heat-ambulance association, we recommend that (1) using data on spatially refined gridded temperature that is either very well interpolated or derived from satellite imaging may be an alternative to reduce exposure measurement bias; and (2) linking ambulance data with hospital admission data can be useful to improve health outcome classification.

Indexed as

AmbulancesCardiovascular DiseasesHospitalizationHot TemperatureHumansTemperatureEmergency medical servicesExcess heat factorHeat-related illnessHeat stressHeatwave intensity

Identifiers

PMID37495745
PMCPMC10457246

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.