Evidence map›Paper›PMID 41460879›Full record

ArticlePloS one2025

The role of internet integration in relation to farmers' income and perceived social fairness.

Ke Zheng, Yanan Feng, Ruyu Zhang, Yufeng Li, Xiumin Wu

Abstract read
In one paragraph

Article in PloS one, 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

5 authors.

Ke ZhengCollege of Management, Sichuan Agricultural University, Chengdu, Sichuan, China.ORCID https://orcid.org/0000-0002-1076-5184
Yanan FengCollege of Management, Sichuan Agricultural University, Chengdu, Sichuan, China.
Ruyu ZhangCollege of Management, Sichuan Agricultural University, Chengdu, Sichuan, China.
Yufeng LiCollege of Management, Sichuan Agricultural University, Chengdu, Sichuan, China.
Xiumin WuCollege of Management, Sichuan Agricultural University, Chengdu, Sichuan, China.ORCID https://orcid.org/0009-0009-2064-6056

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates how Internet embeddedness moderates the relationship between farmers' income and perceived social fairness in rural China through the integrated lens of social comparison and relative deprivation theories. Analyzing 1,036 rural households in Sichuan Province via Oprobit regression with instrumental variables, we find that while absolute income growth positively affects PSF, Internet usage significantly weakens this relationship through three mechanisms: (1) expanded reference groups that facilitate upward social comparisons, (2) algorithmic distortion of economic reality through selective content exposure, and (3) cognitive overload from excessive income-related information. These findings reconcile conflicting evidence in the income-fairness literature by demonstrating how digital connectivity transforms traditional comparison processes. This study contributes to development economics by highlighting the dual role of technology in rural welfare, while enabling information access, it may inadvertently undermine fairness perceptions through psychological and algorithmic channels. The policy implications suggest the need to complement income growth strategies with digital literacy programs and platform governance to mitigate comparison biases.

Indexed as

FarmersIncomeInternetSocial JusticeChinaFemaleHumansMaleRural Population

Identifiers

PMID41460879
PMCPMC12747394

What OpenQuestion holds

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LicenceCC BY
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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.