Evidence map›Paper›PMID 41030345›Full record

ArticleFrontiers in psychology2025

Examining the multiple mediation effects of creative personality and self-esteem on the relationship between exercise and smartphone dependence in adolescents.

Jaebeom Hwang, Inwoo Kim

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

2 citing papers in PubMed.

  1. Article
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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

2 authors.

Jaebeom HwangDepartment of Sports Science Convergence, College of the Arts, Dongguk University, Seoul, Republic of Korea.
Inwoo KimDepartment of Sports Science Convergence, College of the Arts, Dongguk University, Seoul, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The widespread use of smartphones has raised growing concerns about smartphone dependence among adolescents. This study investigates how exercise participation reduces smartphone dependence by examining the mediating roles of creative personality and self-esteem. Specifically, we examined a multiple mediation model to test how these two psychological constructs function both individually and sequentially. Using secondary data from the fifth wave of the Korean Children and Youth Panel Survey 2018, we analyzed responses from 2,288 middle school students. Descriptive statistics, Pearson's correlations, and multiple mediation analyses using bootstrapping were conducted. Results showed that greater exercise participation was associated with lower levels of smartphone dependence. While self-esteem directly mediated this relationship, creative personality influenced it indirectly through its effect on self-esteem. The sequential mediation model demonstrated that exercise participation can enhance creative personality, which in turn may increase self-esteem, potentially leading to reduced smartphone dependence. These findings highlight the psychological benefits of physical activity and suggest that promoting exercise may serve as an effective strategy for addressing adolescent smartphone dependence by strengthening self-worth and creative engagement.

Indexed as

adolescent healthcreative personalityexercise participationself-esteemsmartphone dependence

Identifiers

PMID41030345
PMCPMC12477336

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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.