Evidence map›Paper›PMID 41906158›Full record

ArticleArchives of public health = Archives belges de sante publique2026

Exploring age and gender sensitivity to high-temperature days: impacts on respiratory, cardiovascular, and all-cause mortality in summer in Flanders.

Elisa Duarte, Katrien Tersago, Koen Schoeters, Els Verachtert, Dirk Lauwaet, Mathieu Roelants, Christel Faes

Abstract read
In one paragraph

Article in Archives of public health = Archives belges de sante publique, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

7 authors.

Elisa DuarteI-BioStat, Data Science Institute, Hasselt University, Hasselt, Belgium. elisa.duarte@uhasselt.be.ORCID http://orcid.org/0000-0002-5278-9643
Katrien TersagoDepartment Care, Flemish Government, Brussels, Belgium.ORCID http://orcid.org/0000-0003-0693-8094
Koen SchoetersDepartment Care, Flemish Government, Brussels, Belgium.
Els VerachtertEnvironmental Intelligence Unit, Flemish Institute for Technological Research, Mol, Belgium.ORCID http://orcid.org/0000-0001-9939-5441
Dirk LauwaetEnvironmental Intelligence Unit, Flemish Institute for Technological Research, Mol, Belgium.ORCID http://orcid.org/0000-0002-9958-5066
Mathieu RoelantsDepartment Care, Flemish Government, Brussels, Belgium.ORCID http://orcid.org/0000-0002-3749-0475
Christel FaesI-BioStat, Data Science Institute, Hasselt University, Hasselt, Belgium.ORCID http://orcid.org/0000-0002-1878-9869

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWith global warming escalating and extreme weather events rising in frequency, the impact of temperature on human health, particularly mortality, has become a critical public health concern. Responses to heat exposure exhibit considerable variability among individuals, influenced by factors such as age and gender. Acknowledging and addressing these differences among population groups is essential for the effective planning of prevention measures. In this context, the present study investigates the age and gender sensitivity to heat in the region of Flanders.

methodsThis study employs the distributed lag non-linear model (DLNM) to quantify the non-linear relationship between minimum and average daily temperatures and all-cause mortality, as well as cause-specific cardiovascular and respiratory mortality in Flanders over the period 2000-2019. We focus on the summer period from May 15 to September 30 to assess the impact of extreme temperatures in low-mortality months. While many studies have shown that there is an increasing impact of temperature on mortality, we explore whether the impact of heat is different across different age- and gender groups by incorporating an interaction term between the exposure–lag–response structure and the age–gender categories.

resultsOur findings show a noteworthy increase in overall mortality at elevated mean daily temperatures, with a slightly higher relative risk for females compared to males. The elderly, particularly those aged 85 and above, face the longest-lasting effects of heat, followed by the 65-84 age group. The youngest age group experiences the shortest duration of the impact. While the risk of mortality by cardiovascular disease decreases sharply after a heat day, the risk of mortality by respiratory disease remains elevated for several days following the heat exposure.

conclusionThe effect modification by age and gender revealed differences in heat-related mortality across age-gender groups in Flanders, highlighting the importance of considering such interactions to accurately characterize these relationships and inform targeted prevention measures.

Indexed as

Age and gender differencesDistributed lag non-linear modelsEffect modificationHeatMortality

Identifiers

PMID41906158
PMCPMC13154862

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LicenceCC BY-NC-ND
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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.