Evidence map›Paper›PMID 42569010›Full record

ArticleGeoHealth2026

Spatial Heterogeneity in Heat-Related Mortality in the Valencian Region: Implications for Climate Adaptation Beyond Administrative Boundaries.

Laura Paredes-Fortuny, Coral Salvador, Ana M Vicedo-Cabrera, Carmen Iñiguez, Samira Khodayar

Abstract read
In one paragraph

Article in GeoHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Laura Paredes-FortunyMediterranean Center for Environmental Studies (CEAM) Valencia Spain.ORCID https://orcid.org/0000-0002-5184-599X
Coral SalvadorInstitute of Social and Preventive Medicine (ISPM) University of Bern Bern Switzerland.
Ana M Vicedo-CabreraInstitute of Social and Preventive Medicine (ISPM) University of Bern Bern Switzerland.
Carmen IñiguezDeparment of Statistics and Computational Research, University of Valencia Burjassot Spain.
Samira KhodayarMediterranean Center for Environmental Studies (CEAM) Valencia Spain.ORCID https://orcid.org/0009-0007-7710-9046

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The intensification of extreme heat events in the Mediterranean basin poses growing threats to public health, particularly in climate-vulnerable regions like the Valencian Region (eastern Spain). Despite the implementation of provincial and municipal heat prevention plans, their efficacy remains unevaluated, and most studies have focused on provincial capitals, potentially overlooking subregional variability. This study addresses these gaps by quantifying moderate and extreme heat-attributable mortality across 28 thermoclimatic areas (TAs)-a climatic subdivision of the Valencian Region- from 1975 to 2019, using a two-stage time-series analysis of high-resolution temperature and mortality data. Results reveal a distinct coastal-inland gradient, with significantly higher mortality impacts in inland TAs compared to coastal provincial capitals. Areas most impacted by extreme heat are concentrated in interior regions, while coastal capitals exhibit lower risks. These findings underscore the limitations of relying on administrative boundaries for public health surveillance and adaptation planning. The study highlights the value of climatically coherent zones, such as TAs, for improving the spatial resolution of early warning systems and tailoring heat prevention strategies. This scalable methodological framework provides critical insights for enhancing the design of heat adaptation plans not only in Spain but also in other Mediterranean and climate-sensitive regions.

Indexed as

heat‐related mortality

Identifiers

PMID42569010
PMCPMC13449177

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.