Evidence map›Paper›PMID 42582096›Full record

ArticleFrontiers in psychology2026

Factors associated with farmers' well-being in meaningful environments: a chain psychological association of digital literacy, psychological empowerment, and farmers' decision-making behaviors.

Meng Luo

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

1 author.

Meng LuoBusiness School, Xi'an Innovation College of Yan'an University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The formation of farmers' well-being is closely related to digital literacy, psychological empowerment, and agricultural planting decision-making behavior. In order to explore the underlying sequential associations regarding farmers' well-being in meaningful environments, this study aims to examine these interrelationships drawing upon positive psychology theories, such as meaning construction theory. Methods: A chain mediation model was constructed to assess the sequential correlations among the variables. The reliability and validity of the measurement scales were evaluated using Cronbach's Results: The analysis indicated that the measurement scales possessed good structural validity and reliability (Cronbach's α range: 0.870 ~ 0.925; KMO = 0.978; Bartlett's test Discussion: The findings indicate that there are significant positive correlations and sequential indirect associations among meaningful environmental perception, digital literacy, psychological empowerment, decision-making behavior, and well-being in farmers. The chain mediation model offers a relational perspective on how these psychosocial and behavioral factors are intertwined.

Indexed as

chain mediationdigital literacyfarmers’ decision-making behaviorsfarmers’ sense of happinessmeaningful environmental perceptionpsychological empowerment

Identifiers

PMID42582096
PMCPMC13457035

What Socratic 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 Socratic graph.