Evidence map›Paper›PMID 41898008›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

The Impact of Upward Social Comparison on Smartphone Addiction Among Adolescents: The Moderating Role of Football Participation.

Anzu Li, Huarui Huang, Yi Zheng, Nian Li, Yizhou Shui

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. 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.

Anzu LiSchool of Physical Education, Shaanxi Normal University, Xi'an 710119, China.
Huarui HuangSchool of Physical Education, Shaanxi Normal University, Xi'an 710119, China.
Yi ZhengSchool of Physical Education, Shaanxi Normal University, Xi'an 710119, China.
Nian LiSchool of Physical Education, Shaanxi Normal University, Xi'an 710119, China.
Yizhou ShuiSchool of Physical Education, Shaanxi Normal University, Xi'an 710119, China.ORCID 0009-0009-8866-4656

Funding

the National Social Science Founds of China 22CTY008
6 · The paper itself

Abstract

Against the background of widespread digital technology use and the increasing prevalence of smartphone addiction among adolescents, upward social comparison has been identified as an important trigger of addictive behaviors. However, the moderating role of sports participation and potential differences across types of sports remain unclear. This cross-sectional study aimed to examine the effect of upward social comparison on smartphone addiction among adolescents and to test the moderating role of football participation. A questionnaire survey was conducted among 2451 primary and secondary school students from 162 schools across 13 provinces in China. The survey included the Upward Social Comparison Scale, the Smartphone Addiction Scale-Short Version, and the Sports Participation Scale. SPSS 27.0 was used to perform descriptive statistics and correlation analyses. Moderation analyses and multi-group comparisons were conducted using PROCESS 4.2. The results showed that upward social comparison positively predicted smartphone addiction among adolescents. Sports participation significantly buffered the association between upward social comparison and smartphone addiction (

Indexed as

adolescentfootball participationsmartphone addictionsports participationupward social comparison

Identifiers

PMID41898008
PMCPMC13024103

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.