Evidence map›Paper›PMID 42368944›Full record

ArticleFrontiers in public health2026

The effects and mechanisms of low-carbon transition promoting air quality improvement: based on empirical evidence of low-carbon city pilot policy.

Chenxi Deng, Bingnan Guo

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. 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

2 authors.

Chenxi DengSchool of Humanities and Social Sciences, Jiangsu University of Science and Technology, Zhenjiang, China.
Bingnan GuoSchool of Humanities and Social Sciences, Jiangsu University of Science and Technology, Zhenjiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the context of the "Dual Carbon" strategic goals, promoting a comprehensive green transition of the economy and society has become a national strategic priority. Using the low-carbon city pilot policy as a quasi-natural experiment, this study empirically analyzes its impact on urban air quality and the underlying mechanisms. Based on panel data from 282 prefecture-level cities in China from 2008 to 2022, a multi-period difference-in-differences (DID) model is constructed. The results indicate that the low-carbon city pilot policy significantly improves urban air quality, a finding that remains robust after a series of rigorous tests. The policy primarily achieves this improvement by enhancing green economic efficiency and promoting industrial structure upgrading. Furthermore, the positive effects are more pronounced in non-provincial capital cities, larger cities, cities with greater local government fiscal investment and cities in high-energy-consumption regions. Interestingly, the level of urban infrastructure plays a negative moderating role; the more developed the infrastructure, the weaker the marginal improvement effect of the policy. Based on these findings, this study proposes policy recommendations, including implementing differentiated strategies and encouraging enterprises to actively pursue green transformation to achieve sustained air quality improvement.

Indexed as

Air PollutionCarbonEnvironmental PolicyAir PollutantsChinaCitiesHumansPilot ProjectsAir PollutantsCarbonair qualitygreen economic efficiencyindustrial structure upgradinginfrastructure levellow-carbon city pilot policy

Identifiers

PMID42368944
PMCPMC13294197

What OpenQuestion holds

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LicenceCC BY
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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.