Evidence map›Paper›PMID 41481651›Full record

ArticlePloS one2026

The association between smartphone addiction and self-esteem among physical education undergraduate students: The chain-mediating roles of professional identity and meaning in life.

Pu Sun, Mingyue Cui, Xi Chen, Ling Yan

Abstract read
In one paragraph

Article in PloS one, 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

4 authors.

Pu SunDepartment of Psychology and Education, Capital University of Physical Education and Sports, Beijing, China.ORCID https://orcid.org/0009-0003-3886-3047
Mingyue CuiDepartment of Psychology and Education, Capital University of Physical Education and Sports, Beijing, China.
Xi ChenDepartment of Psychology and Education, Capital University of Physical Education and Sports, Beijing, China.
Ling YanDepartment of Psychology and Education, Capital University of Physical Education and Sports, Beijing, China.ORCID https://orcid.org/0009-0001-5320-0618

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the associations between smartphone addiction and self-esteem among undergraduate Physical Education students, focusing on the mediating roles of professional identity and meaning in life. A total of 695 undergraduate students majoring in Physical Education were recruited through a convenience sampling method from a sports university in Beijing. Participants completed the Smartphone Addiction Scale, the Professional Identity Scale for Pre-service Teachers, the Meaning in Life Questionnaire, and the Rosenberg Self-Esteem Scale. Structural equation modelling (SEM) was conducted in Mplus 8.3 to test multiple and chain mediation effects. Model fit indices indicated an acceptable fit (χ²/df = 4.43, CFI = 0.96, TLI = 0.93, RMSEA = 0.08). The results showed that smartphone addiction was significantly and negatively associated with professional identity (β = -0.42, 95% CI [-0.51, -0.32], p < 0.001) and meaning in life (β = -0.29, 95% CI [-0.38, -0.19], p < 0.001), both of which were positively associated with self-esteem (professional identity: β = 0.36, 95% CI [0.25, 0.46], p < 0.001; meaning in life: β = 0.31, 95% CI [0.21, 0.42], p < 0.001). Smartphone addiction was also directly and negatively associated with self-esteem (β = -0.27, 95% CI [-0.37, -0.18], p < 0.001). Mediation analyses further indicated that professional identity and meaning in life independently and sequentially mediated this association, forming a significant chain-mediating pathway (total indirect effect = -0.047, 95% CI [-0.071, -0.029]). The final model accounted for 38.2% of the variance in self-esteem (R² = 0.382). These findings highlight the psychological mechanisms linking smartphone addiction and self-esteem, offering evidence-based implications for interventions addressing smartphone overuse among Physical Education undergraduates.

Indexed as

Behavior, AddictiveInternet Addiction DisorderPhysical Education and TrainingSelf ConceptSmartphoneStudentsAdolescentAdultFemaleHumansMaleSurveys and QuestionnairesUniversitiesYoung Adult

Identifiers

PMID41481651
PMCPMC12758747

What OpenQuestion holds

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LicenceCC BY
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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.