Evidence map›Paper›PMID 39268388›Full record

ArticleFrontiers in psychology2024

Influence of physical activity on problematic smartphone use in medical students: mediating effects of social anxiety and the moderating role of gender.

Yanhong Song, Guofeng Zhang, Ningning Liu, Yaqi Zhang, Jinghua Zhai, Xingmeng Niu, Yan Liu

Abstract read
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Article in Frontiers in psychology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

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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

8 citing papers in PubMed.

  1. Problematic Smartphone Use and Quality of Life Among Greek Nursing Students: A Cross-Sectional Study.International journal of environmental research and public health · 2026
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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

7 authors.

Yanhong SongCollege of Continuing Education, Jining Medical University, Jining, China.
Guofeng ZhangBasic Department, Jining Polytechnic, Jining, China.
Ningning LiuCollege of Basic Medical Sciences, Jining Medical University, Jining, China.
Yaqi ZhangHenan Key Laboratory of Medical Tissue Regeneration, Xinxiang Medical University, Xinxiang, China.
Jinghua ZhaiCollege of Public Health, Jining Medical University, Jining, China.
Xingmeng NiuCollege of Public Health, Jining Medical University, Jining, China.
Yan LiuCollege of Public Health, Jining Medical University, Jining, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study investigates the mediating role of social anxiety in the relationship between physical activity and problematic smartphone use among college students, and examines the moderating role of gender within this model. Methods: From April to May 2023, a survey was conducted involving 2905 undergraduate students from various medical schools in Shandong, China. Participants completed the Physical Activity Rating Scale (PARS-3), Mobile Phone Addiction Tendency Scale for College Students (MPATS), and the Social Anxiety Scale (IAS). Descriptive statistics, correlation analysis, and hierarchical regression analysis and other methods were employed to explore the relationships between the variables. The mediating effect of social anxiety on physical activity and mobile phone addiction was assessed using the bootstrapping method, while the moderating role of gender on social anxiety and mobile phone addiction was evaluated using the PROCESS macro's model 14. Results: The findings revealed that the scores of problematic smartphone use among medical students was 44.00 (35.00, 50.00), physical activity score was 16.00 (8.00, 32.00), and social anxiety score was 45.00 (42.00, 52.00). Physical activity was significantly and negatively correlated with both problematic smartphone use and social anxiety ( Conclusion: Physical activity influences problematic smartphone use among medical students both directly and indirectly through social anxiety. Sex significantly moderates the influence of social anxiety on problematic smartphone use, highlighting the need for gender-specific interventions in this demographic.

Indexed as

college studentsgenderphysical activityproblematic smartphone usesocial anxiety

Identifiers

PMID39268388
PMCPMC11390648

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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.