Evidence map›Paper›PMID 42312050›Full record

ArticleFrontiers in psychology2026

Night running and internet addiction among university students: a serial mediation model of stress/anxiety and rumination.

Shaoheng Liang, K M Sajjadul Islam, Jiawei Wu, Zitong Ye, Tianyu Gao

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
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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

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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

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

5 authors.

Shaoheng LiangGuangdong Pharmaceutical University, Guangzhou, China.
K M Sajjadul IslamDepartment of Computer Science, Marquette University, Milwaukee, WI, United States.
Jiawei WuMedical College of Wisconsin, Milwaukee, WI, United States.
Zitong YeGuangzhou Sport University, Guangzhou, China.
Tianyu GaoSchool of Physical Education, Jinan University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Internet addiction (IA) is prevalent among university students and is often linked to negative affect and maladaptive cognition. Time-specific physical activity such as night running may relate to IA, but the psychological mechanisms remain underexplored. Objective: This study examined the association between night running and IA and tested whether stress/anxiety and rumination mediate this relationship in a serial pathway. Methods: A cross-sectional online survey was conducted among 1,138 undergraduates from two universities in Guangdong Province, China. Night running frequency (after 7:00 p.m.) was assessed using an adapted IPAQ-SF item. Stress/anxiety was measured with the DASS-21, rumination with the Ruminative Responses Scale, and IA with the Internet Addiction Test. Correlations were computed and a serial mediation model was tested using bootstrapping. Results: Night running was negatively correlated with stress/anxiety ( Conclusion: Night running is associated with lower IA among university students, partly through reduced stress/anxiety and reduced rumination, supporting a partial serial mediation model.

Indexed as

internet addictionnight runningruminationserial mediation modelstress and anxiety

Identifiers

PMID42312050
PMCPMC13268938

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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.