Evidence map›Paper›PMID 41162553›Full record

ArticleScientific reports2025

The impact of informal environmental regulation on total-factor carbon emission performance.

Ziye Chen, Jialiang Xie

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. 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.

Ziye ChenBeijing Normal-Hong Kong Baptist University , Zhuhai, China.
Jialiang XieDepartment of Tourism Management , South China University of Technology , Guangzhou, China. xiejialiang2023@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Growing public concern over environmental issues has heightened the significance of examining the impact of informal environmental regulation (IER) on total-factor carbon emission performance (TFCEP), offering a novel pathway to advance sustainable development goals (SDGs). This study establishes a theoretical framework elucidating the influence of IER on TFCEP, followed by empirical analysis utilizing China’s provincial panel data from 2004 to 2019 through fixed-effects models, threshold regression, and the spatial Durbin model. The results demonstrate that: (1) IER exerts a significant positive influence on TFCEP. This significant impact persists even after rigorous endogeneity and robustness checks are conducted. Moreover, this impact is particularly pronounced during the 2012–2019 period and in western regions. (2) While the short-term impact of IER on TFCEP is statistically insignificant, it exhibits a significant positive effect once the intensity of IER or the level of green technology innovation surpasses specific thresholds. (3) IER not only improves local TFCEP but also generates substantial spatial spillover effects, elevating TFCEP in neighboring regions. By investigating the low-carbon transition effects of public participation in environmental governance, this study provides policymakers with fresh theoretical insights and empirical evidence to support SDGs.

Indexed as

Green technology innovationInformal environmental regulationTotal-factor carbon emission performance

Identifiers

PMID41162553
PMCPMC12572159

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.