Evidence map›Paper›PMID 40676069›Full record

ArticleScientific reports2025

Impact of coal-to-gas transition on individual welfare considering the inverted U-shaped regulation effect of natural gas pipeline accessibility.

Shi Jiankui, Xia Yingge, Hu Lun, Zhou Hui, Ma Jiliang, Hu Xiangdong

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Shi JiankuiInstitute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
Xia YinggeCollege of Economics and Management, Northwest A&F University, Yangling, 712100, China.
Hu LunSchool of Economics and Management, Jiangxi Agricultural University, Nanchang, 330044, China. hulun2024@jxau.edu.cn.
Zhou HuiInstitute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
Ma JiliangInstitute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
Hu XiangdongInstitute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing, 100081, China. huxiangdong@caas.cn.

Funding

Agricultural Science and Technology Innovation Program 10-IAED-01-2025Central Public-interest Scientific Institution Basal Research Funds Y2025YC63
6 · The paper itself

Abstract

Amid the accelerated pace of industrialization and urbanization in China, severe air pollution has emerged as a pressing concern, posing substantial threats to public health and the overall quality of life. Given its pivotal role in the transition towards clean energy, it is of utmost importance to conduct a comprehensive and in-depth assessment of the micro-level impacts of the coal-to-gas transition (CTGT) on individual welfare (IW). This study employs data from the Chinese General Social Survey (CGSS) to scrutinize the effects of the CTGT on IW, and has uncovered three pivotal findings. Firstly, the CTGT significantly enhances IW through a combination of income substitution effect (ISE), capital aggregation effect (CAE), industrial upgrading effect (IUE), and environmental improvement effect(EIE). As a consequence, residents have witnessed significant improvements in their life happiness (LH) and physical health (PH) following the transition. Secondly, natural gas pipelines accessibility (NGPA) has been found to exert an inverted U-shaped regulation influence on the relationship between the CTGT and IW. Thirdly, the welfare-enhancing effects of the CTGT are particularly pronounced among females with lower consumption levels, with a junior high school education or below, and residents in urban areas boasting superior energy supply and infrastructure standards. The findings offer crucial theoretical foundations and policy recommendations for optimizing energy structures and enhancing individual welfare, providing practical guidance for advancing global clean energy transitions and achieving sustainable development goals.

Indexed as

CoalNatural GasSocial WelfareAdultAir PollutionChinaFemaleHumansMaleMiddle AgedQuality of LifeUrbanizationCoalNatural GasCoal-to-gas transitionIndividual welfareInverted U-shaped regulation effectNatural gas pipeline accessibility

Identifiers

PMID40676069
PMCPMC12271451

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.