Evidence map›Paper›PMID 42106510›Full record

ArticleScientific reports2026

Research on the impact of heterogeneous environmental regulations on smallholders' livelihood strategies from the perspective of environmental identity theory.

Zengfu Yao, Xin Liu

Abstract read
In one paragraph

Article in Scientific reports, 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.

Zengfu YaoBusiness School, China West Normal University, Nanchong, 637009, China. yaozf1978@163.com.
Xin LiuBusiness School, China West Normal University, Nanchong, 637009, China.

Funding

National Social Science Fund of China 20BJY129
6 · The paper itself

Abstract

Based on environmental identity theory, the multiple mediation model was used to reveal the effects of heterogeneous environmental regulation on smallholder farmers' livelihood strategies and behaviors, specifically examining the multiple mediating effects of two different dimensions of environmental identity and percived self-efficacy. This paper utilizes smallholder data from four provinces, including Heilongjiang, Jiangxi, Sichuan and Hunan, and uses the macro PROCESS 3.5 developed by Hayes for data analysis and processing. The results show that (1) informal environmental regulation has a significant positive effect on smallholder livelihood strategies, while the effect of formal environmental regulation is not significant. (2) Environmental identity strength fully mediated both between heterogeneous environmental regulation and livelihood strategies; environmental identity salience fully mediated the effect of formal environmental regulation and partially mediated the effect of informal environmental regulation. (3) Self-efficacy fully mediated the effect of formal environmental regulation on smallholder livelihood strategies, while partially mediating the role of informal environmental regulation. (4) Environmental identity strength, salience, and self-efficacy had parallel and chained multiple mediating effects and the parallel mediating path were more important in the relationship between heterogeneous environmental regulations and smallholder livelihood strategies. By clarifying the relationship between heterogeneous environmental regulation and smallholder livelihood strategies and the mediating mechanism of this relationship, the study provides theoretical references and empirical evidence for research on the construction of environmental governance systems and the sustainable development of smallholder livelihoods, enriches the Chinese micro-case studies on livelihood strategies, and expands the understanding of the relationship between environmental regulation and livelihood strategies.

Indexed as

Environmental identity salienceEnvironmental identity strengthHeterogeneous environmental regulationLivelihood strategiesSelf-efficacy

Identifiers

PMID42106510
PMCPMC13346839

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.