Evidence map›Paper›PMID 41857200›Full record

ArticleNature medicine2026

Socioeconomic and energy transition disparities in air pollution-related mortality across Europe.

Zhao-Yue Chen, Hicham Achebak, Wenzhong Huang, Blanca Paniello-Castillo, Hervé Petetin, Raúl Fernando Méndez Turrubiates, Carlos Pérez García-Pando, Joan Ballester

Abstract read
PubMed Publisher
In one paragraph

Article in Nature medicine, 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

8 authors.

Zhao-Yue ChenISGlobal, Barcelona, Spain. zhaoyue.chen@isglobal.org.ORCID http://orcid.org/0000-0002-8081-7998
Hicham AchebakISGlobal, Barcelona, Spain.ORCID http://orcid.org/0000-0002-7705-3659
Wenzhong HuangKey Laboratory of Environmental Medicine and Engineering of Ministry of Education, and School of Public Health, Southeast University, Nanjing, China.ORCID http://orcid.org/0000-0001-8871-1947
Blanca Paniello-CastilloISGlobal, Barcelona, Spain.ORCID http://orcid.org/0000-0002-3754-6571
Hervé PetetinBarcelona Supercomputing Center, Barcelona, Spain.
Raúl Fernando Méndez TurrubiatesISGlobal, Barcelona, Spain.ORCID http://orcid.org/0000-0001-8994-8874
Carlos Pérez García-PandoBarcelona Supercomputing Center, Barcelona, Spain.ORCID http://orcid.org/0000-0002-4456-0697
Joan BallesterISGlobal, Barcelona, Spain.ORCID http://orcid.org/0000-0003-0009-437X

Funding

EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions) 101065876EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions) 865564EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101069213EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101123382EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 865564
6 · The paper itself

Abstract

Marked socioeconomic divides and unequal advances in renewable energy transition across Europe have raised concerns about widening inequalities in air pollution exposure and related health risks. Here we analyzed 88.8 million deaths across 653 contiguous regions in 31 European countries, encompassing the entire urban and rural population of 521 million people from 2003 to 2019, to investigate how socioeconomic conditions and renewable energy adoption relate to regional disparities in acute air pollution-related mortality risks and their trends over time. Regions with higher gross domestic product per capita, lower poverty rates and longer life expectancy-primarily in Western and Northern Europe-showed lower and declining risks in air pollution-related mortality compared to other regions in Europe. We assessed renewable energy transition as both an upstream driver and an effect modifier of the relationship between air pollution and mortality. As an upstream driver, greater renewable energy adoption was associated with 15-54% lower air pollutant levels and, consequently, 12-53% fewer attributable deaths. As an effect modifier, high renewable adoption was significantly associated with lower and declining mortality risks. Taken together, our findings show that differences in socioeconomic conditions and energy transition are associated with widening disparities in air pollution-related health risks across Europe.

Indexed as

Air PollutionMortalityRenewable EnergyAir PollutantsEnvironmental ExposureEuropeHumansSocioeconomic Disparities in HealthSocioeconomic FactorsAir Pollutants

Identifiers

What Socratic holds

Textmetadata
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 Socratic graph.