Evidence map›Paper›PMID 41711751›Full record

ArticleCadernos de saude publica2026

Analysis of fossil fuel consumption and socioeconomic drivers of respiratory disease mortality in G7 countries: an ARDL and VAR model approach.

Tailon Martins, Rodrigo Schons Arenhart, Bianca Reichert, Luciane Flores Jacobi, Adriano Mendonça Souza

Abstract read
In one paragraph

Article in Cadernos de saude publica, 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.

Tailon MartinsUniversidade Federal de Santa Maria, Santa Maria, Brasil.
Rodrigo Schons ArenhartUniversidade Federal de Santa Maria, Santa Maria, Brasil.ORCID 0000-0002-7195-7577
Bianca ReichertUniversidade Federal de Santa Maria, Santa Maria, Brasil.ORCID 0000-0003-1741-5440
Luciane Flores JacobiUniversidade Federal de Santa Maria, Santa Maria, Brasil.ORCID 0000-0003-4622-9292
Adriano Mendonça SouzaUniversidade Federal de Santa Maria, Santa Maria, Brasil.ORCID 0000-0002-1562-2246

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the impact of environmental, social, and economic factors on air pollution and respiratory disease mortality in the G7 countries by autoregressive distributed lag and vector autoregressive models. The analyzed key variables include non-renewable energy consumption, carbon dioxide emissions, gross domestic product, urbanization, life expectancy, and public health expenditure. This study tested three hypotheses: (i) non-renewable energy use is associated with higher mortality from respiratory diseases, (ii) economic and demographic factors influence respiratory mortality rates, and (iii) public health spending mitigates pollution-related mortality. The findings show that non-renewable energy consumption and carbon dioxide emissions are significantly correlated with increased mortality from diseases such as chronic obstructive pulmonary disease and cancers of the trachea, bronchus, and lung. While a stable gross domestic product correlates with lower mortality, unplanned urbanization increased deaths. Additionally, life expectancy was linked to higher mortality due to prolonged exposure to environmental risks. Increased public health expenditure reduced deaths associated with air pollution. This study underscores the critical need for integrated public health and environmental policies, particularly in urbanized areas, to meet the United Nations Sustainable Development Goals focused on health, sustainable cities, and climate action. This study furthers the understanding of how targeted interventions in energy, health, and urban policy can collectively reduce respiratory disease mortality and support sustainable development.

Indexed as

Air PollutionFossil FuelsRespiratory Tract DiseasesCarbon DioxideGross Domestic ProductHumansLife ExpectancySocioeconomic FactorsUrbanizationCarbon DioxideFossil Fuels

Identifiers

PMID41711751
PMCPMC12919917

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.