Evidence map›Paper›PMID 42007359›Full record

ArticleFrontiers in public health2026

Impact of air pollution on life expectancy in Asian developing countries: Does renewable energy adoption matter?

Bo Yang, Fatma Ahmed Hassan, Waqar Ahmad, Valentin Marian Antohi, Costinela Fortea, Cătălin Pleșea Condratovici

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

6 authors.

Bo YangCollege of Philosophy, Guizhou University, Guiyang, Guizhou, China.
Fatma Ahmed HassanDepartment of Economics, College of Business Administration, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.
Waqar AhmadSchool of Economics, International Islamic University Islamabad, Islamabad, Pakistan.
Valentin Marian AntohiDepartment of Business Administration, Dunarea de Jos University of Galati, Galati, Romania.
Costinela ForteaDepartment of Business Administration, Dunarea de Jos University of Galati, Galati, Romania.
Cătălin Pleșea CondratoviciDepartment of Morphological and Functional Sciences, Faculty of Medicine, Dunarea de Jos University of Galati, Galati, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Air pollution (AIRP) remains a critical public health and environmental challenge in developing Asia, where rapid industrialization and fossil fuel dependence continue to undermine population health and longevity. This study examines the impact of AIRP on life expectancy (LIFE) and investigates whether renewable energy adoption moderates this relationship. AIRP is proxied by carbon dioxide (CO₂) and nitrous oxide (N₂O) emissions, which capture pollution-intensive energy systems, industrial activity, and agricultural practices that jointly generate health-damaging co-pollutants, particularly in contexts where consistent long-term data on ambient pollutants such as PM₂.₅ are unavailable. Using balanced panel data for 30 developing Asian countries from 2000 to 2023, we apply fixed effects, system GMM, and Lewbel IV-2SLS estimators to address unobserved heterogeneity, endogeneity, and persistence in health outcomes, while accounting for key socioeconomic and healthcare-related confounders. The results indicate that higher CO₂ and N₂O emissions significantly reduce LIFE, with CO₂ exerting a relatively stronger adverse effect. Importantly, greater renewable energy adoption weakens the negative association between emissions and LIFE, suggesting a mitigating role of clean energy transitions. While acknowledging that LIFE is influenced by multiple structural factors beyond AIRP, the findings provide robust evidence that renewable energy expansion can contribute to improved environmental quality and long-term health outcomes. These results highlight the potential co-benefits of clean energy policies for environmental sustainability and public health, offering cautious and policy-relevant insights aligned with SDG 3, SDG 7, and SDG 13.

Indexed as

Air PollutionDeveloping CountriesLife ExpectancyRenewable EnergyAir PollutantsAsiaCarbon DioxideHumansNitrous OxideAir PollutantsCarbon DioxideNitrous Oxideair pollutionCO2 emissionslife expectancyN2O emissionspublic healthrenewable energy

Identifiers

PMID42007359
PMCPMC13083176

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.