# Short-term effect of temperature on cause-specific, sex-specific, and age-specific ambulance dispatches in Czechia: a nationwide time-series analysis

**Authors:** Tomáš Janoš, Joan Ballester, Raúl F Méndez-Turrubiates, Pavel Čupr, Hicham Achebak

PMC · DOI: 10.1093/ije/dyaf051 · International Journal of Epidemiology · 2025-05-28

## TL;DR

This study examines how short-term temperature changes affect ambulance dispatches in Czechia, finding that extreme temperatures increase dispatches, especially among young people.

## Contribution

This is the first nationwide European study analyzing temperature effects on ambulance dispatches with age-specific insights.

## Key findings

- Youth under 20 years have the highest risks for ambulance dispatches due to both heat and cold.
- High temperatures contribute more to ambulance dispatches than low temperatures.
- Non-optimum temperatures account for 3.55% of ambulance dispatches, primarily due to heat.

## Abstract

Although several studies have investigated temperature-related mortality and morbidity, only a little is known about the short-term effects of temperature on ambulance dispatches. We aimed to conduct the first nationwide analysis of the association between temperatures and ambulance dispatches in Europe, including, for the first time, a detailed description of age-specific risks for 10-year age groups.

We collected daily data on ambulance dispatches and climate (i.e. temperature and relative humidity) for each district of Czechia (n = 77) during 2010–19. We estimated the relationship for each district by using a quasi-Poisson regression with distributed lag non-linear models. We then applied a multilevel multivariate random-effects meta-analysis to derive regional and countrywide average associations and calculated the burden of ambulance dispatches that was attributable to non-optimum temperatures.

The susceptibility to low (high) temperatures increased (decreased) with age, except for the youth (<20 years), for whom the risks for both heat and cold were the highest. High temperatures contributed slightly to the risk of ambulance dispatches due to respiratory and cardiovascular causes, while the contribution of low temperatures was substantial. The overall ambulance dispatches burden that was attributable to non-optimum temperatures (optimum temperature = 7.9°C) was 3.55% (95% eCI: 3.43 to 3.67), with a predominant contribution of heat [2.32% (95% eCI: 2.15 to 2.46)] compared with cold [1.23% (95% eCI: 1.16 to 1.30)].

This data can be used as an early-warning indicator for temperature impacts, especially among vulnerable population subgroups, such as children, adolescents, and young adults. This evidence has important implications for healthcare system preparedness and management, and for the projections of climate change health impacts.

## Full-text entities

- **Diseases:** cardiovascular diseases (MESH:D002318), health disorders (OMIM:603663), death (MESH:D003643), fever (MESH:D005334), Cardiovascular and respiratory diseases (MESH:D012140), injuries (MESH:D014947), EXPANSE (OMIM:616452), car accidents (MESH:C566176), influenza (MESH:D007251), dehydration (MESH:D003681)
- **Chemicals:** alcohol (MESH:D000438), RYC2018-025446- (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12117535/full.md

## References

60 references — full list in the complete paper: https://tomesphere.com/paper/PMC12117535/full.md

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Source: https://tomesphere.com/paper/PMC12117535