Evidence map›Paper›PMID 40640877›Full record

ArticleBMC psychology2025

Peer pressure, anxiety, and smartphone addiction among Chinese college students: a mediation analysis.

Meng-Te Hung, Li-Ching Hung, Qixiang Zhou, Ziyuan Huang

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

4 authors.

Meng-Te HungMinnan Normal University- School of Liberal Arts, 36 Xian-qian-zhi Street, Zhangzhou City, 363000, Fujian Province, China.
Li-Ching HungDepartment of Business English, Yango University- School of Cross-Border E-Commerce, Economic and Technological Development Zones, No. 99 Denglong Road, Fuzhou City, Fujian Province, China. Lhung210@gmail.com.
Qixiang ZhouMinnan Normal University- School of Liberal Arts, 36 Xian-qian-zhi Street, Zhangzhou City, 363000, Fujian Province, China.
Ziyuan HuangMinnan Normal University- School of Liberal Arts, 36 Xian-qian-zhi Street, Zhangzhou City, 363000, Fujian Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSmartphone addiction has become a growing concern among Chinese college students, influenced by social and emotional factors. Peer pressure is a critical environmental stressor in this context, and anxiety may serve as a psychological mechanism that explains how social influence leads to problematic smartphone use. However, limited research has explored the mediating role of anxiety in the relationship between peer pressure and smartphone addiction.

methodsA total of 521 university students from Fujian, Guangdong, and Zhejiang provinces participated in an online survey. Participants completed three standardized measures: the Peer Pressure Scale, the Generalized Anxiety Disorder Scale (GAD-7), and the Smartphone Addiction Scale– Short Version (SAS-SV). bootstrap analysis was employed to examine the hypothesized mediation model.

resultsPeer pressure significantly predicted both anxiety and smartphone addiction. Anxiety fully mediated the relationship between peer pressure and smartphone addiction, as supported by a 95% bias-corrected bootstrap confidence interval [0.158, 0.281]. confirming the statistical robustness of the findings.

conclusionThis study reveals that anxiety plays a key mediating role in the pathway from peer pressure to smartphone addiction. The findings highlight the importance of addressing emotional factors in interventions designed to reduce problematic smartphone use among university students. Mental health programs that target both peer influence and anxiety management may prove especially effective.

Indexed as

AnxietyBehavior, AddictiveInternet Addiction DisorderPeer GroupSmartphoneStudentsAdolescentAdultChinaFemaleGeneralized Anxiety DisorderHumansMaleMediation AnalysisUniversitiesYoung AdultAnxietyMediation modelPeer pressureSmartphone addiction

Identifiers

PMID40640877
PMCPMC12247222

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.