Evidence map›Paper›PMID 39762803›Full record

ArticleBMC public health2025

Socioeconomic status and internet addiction: double-mediated moderation.

Wei Chen, Yujing Gao, Rongrong Ren, Yajie Bi, Yaxi Liao

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

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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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  7. ADHD, social skills and risky internet use among elementary school children.Child and adolescent psychiatry and mental health · 2025
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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.

Wei Chen *School of Psychology, Guizhou Normal University, Guiyang, China. chenweihb@yeah.net.
Yujing Gao *School of Psychology, Guizhou Normal University, Guiyang, China.
Rongrong Ren *School of Psychology, Guizhou Normal University, Guiyang, China.
Yajie Bi *School of Psychology, Guizhou Normal University, Guiyang, China.
Yaxi Liao *School of Psychology, Guizhou Normal University, Guiyang, China.

Funding

Humanities and Social Science Research Project of Higher Education Institutions of Guizhou Provincial Department of Education (2022ZD006)
6 · The paper itself

Abstract

backgroundInternet addiction is typically linked with a variety of psychological and behavioral problems, the prevalence of Internet addiction among Chinese college students was higher than that of the general population.

objectiveThe present study aimed to test the mediating and moderating effects of socioeconomic status (SES), loneliness, alienation and grade on Internet addiction among Chinese college students.

methodsTotal of 496 college students were studied, partial least square structural equation modeling (PLS-SEM) was conducted to analyze the obtained data.

resultsThe study found that SES can negatively predict Internet addiction (β=-0.145, p < 0.001). Moreover, loneliness and alienation play separate (β=-0.098, p < 0.001; β=-0.046, p < 0.01) and serial (β=-0.071, p < 0.001) mediating roles between SES and Internet addiction, and multigroup analysis showed that grade (sophomore year as the baseline) plays a moderation role in the association between SES → Internet addiction (sophomores vs. juniors; β = 0.249, p < 0.05) and SES →loneliness (sophomore vs. seniors; β = 0.255, p < 0.05). The VAF value was 70.27% for the mediation effect of the loneliness and alienation in the relationship between SES and Internet addiction.

conclusionsSES not only has a direct effect on college students' Internet addiction behavior but also has an indirect effect on it through the chain mediation effect of loneliness and alienation. The study reveals that grade level moderates the effects, suggesting tailored interventions are needed. This research could inform measures to mitigate addiction by addressing SES, loneliness, and alienation.

Indexed as

Internet Addiction DisorderLonelinessSocial ClassStudentsAdolescentAdultBehavior, AddictiveChinaFemaleHumansMaleSocial AlienationSurveys and QuestionnairesUniversitiesYoung AdultAlienationInternet addictionLonelinessPLS-SEMSocioeconomic status

Identifiers

PMID39762803
PMCPMC11706076

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.