Evidence map›Paper›PMID 39393836›Full record

ArticleBJGP open2025

Planetary health in action: developing a heatwave vulnerability tool for primary care.

Karolina Griffiths, Paul Basso-Bert, Mireille Abraham, Elise Chin, Layana Caroupaye-Caroupin, Manal Ahikki, Emilie Agrech, Camille Debrock, Rim Sabri, Grégoire Mercier and 1 more

Abstract read
In one paragraph

Article in BJGP open, 2025. 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

11 authors.

Karolina GriffithsUniversity of Montpellier, UMR UA11 INSERM - UM IDESP Institut Desbrest d'Épidémiologie et de Santé Publique Campus Santé, IURC, Montpellier, France karolina.griffiths@umontpellier.fr.ORCID https://orcid.org/0000-0003-1801-1544
Paul Basso-BertUniversity Department of General Practice, Faculty of Medicine of Montpellier-Nîmes, University of Montpellier, Montpellier, France.
Mireille AbrahamUniversity Department of General Practice, Faculty of Medicine of Montpellier-Nîmes, University of Montpellier, Montpellier, France.
Elise ChinMinistère de la Transition écologique et de la Cohésion des territoires, Green Data for Health, Service de la Recherche et de l'Innovation, Commissariat général au développement durable (CGDD), Paris, France.
Layana Caroupaye-CaroupinMinistère de la Transition écologique et de la Cohésion des territoires, Green Data for Health, Service de la Recherche et de l'Innovation, Commissariat général au développement durable (CGDD), Paris, France.
Manal AhikkiPublic Health Department, Montpellier University Hospital, Montpellier, France.
Emilie AgrechThe National Institute of Agronomy, Toulouse University, Toulouse, France.
Camille DebrockThe National Institute of Agronomy, Toulouse University, Toulouse, France.
Rim SabriPublic Health Department, Montpellier University Hospital, Montpellier, France.
Grégoire MercierUniversity of Montpellier, UMR UA11 INSERM - UM IDESP Institut Desbrest d'Épidémiologie et de Santé Publique Campus Santé, IURC, Montpellier, France.ORCID https://orcid.org/0000-0002-0619-9503
François CarbonnelUniversity of Montpellier, UMR UA11 INSERM - UM IDESP Institut Desbrest d'Épidémiologie et de Santé Publique Campus Santé, IURC, Montpellier, France.ORCID https://orcid.org/0000-0002-8470-4798

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeatwaves are becoming longer and more frequent. Despite the availability of open environmental data, little is operable and formatted for primary care use.

aimTo create a user-friendly online mapping tool to assess the vulnerability of communities to heatwaves for use by primary care practitioners. This study questioned what knowledge needed to be deployed, who needed to participate, and how the knowledge should be shared. DESIGN &

settingA participatory action-research project based on knowledge mobilisation (KM) in France, as part of the Green Data for Health Challenge.

methodKnowledge was summarised on the factors most affecting heatwave vulnerability in a collaborative process, enabling a consensus on data variables and mobilised content for the online tool. Purposive sampling included primary care stakeholders with Regional Health Agencies (Agence Régionale de Santé; ARS), Public Health France (Santé Publique France; SPF), and data scientists.

resultsNineteen participants took part in 10 co-construction meetings, a brainstorming carousel strategy, and five weekly co-creation meetings between December 2022 and June 2023. The heatwave vulnerability variable was constructed using surface temperature, social deprivation, vegetation coverage, and presence of air-conditioning equipment. Identified experts mobilised data on the national composite indicator at the communal level for heatwave morbidity.

conclusionThere is no standard platform for sharing environmental data in France. This co-creation study offers a new approach to incorporating environmental data on heatwaves into primary care consultations. We demonstrate the importance of KM in primary care to bridge the research-practice gap. Integrating primary care records with environmental data may promote broader applications for planetary health research.

Indexed as

climatedataenvironmentheatwavesprimary health care

Identifiers

PMID39393836
PMCPMC12138018

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.