Evidence map›Paper›PMID 42453467›Full record

ArticleFrontiers in psychology2026

The relationship between latent profile-based physical exercise and academic burnout in college students: the mediating roles of self-control and problematic smartphone use.

Feifei Zhang, Yuanwen Geng, Qinqin Lin

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
–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

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

3 authors.

Feifei ZhangDepartment of Physical Education, Handan University, Handan, Hebei, China.
Yuanwen GengSchool of Physical Education, Yanshan University, Qinhuangdao, China.
Qinqin LinSchool of Physical Education, Yanshan University, Qinhuangdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Academic burnout is a prevalent issue among college students, yet research on its relationship with physical exercise from a person-centered perspective remains limited. This study aimed to identify latent profiles of physical exercise among college students and to examine the mediating roles of self-control and problematic smartphone use in the association between these exercise profiles and academic burnout. Methods: A questionnaire survey was conducted among 722 Chinese college students. Latent profile analysis and bootstrap mediation analysis were employed to analyze the data. Results: The results revealed three distinct exercise profiles: occasional exercisers (27.9%), developing exercisers (31.7%), and regular exercisers (40.3%). Significant differences were found across the three profiles in self-control, problematic smartphone use, and academic burnout. Specifically, regular exercisers reported the highest self-control and the lowest levels of problematic smartphone use and academic burnout, followed by developing exercisers, with occasional exercisers showing the least favorable outcomes. Mediation analyses indicated that self-control significantly mediated the relationship between both the developing and regular exercise profiles (compared to occasional exercisers) and academic burnout. Moreover, self-control and problematic smartphone use acted as sequential mediators in these relationships. However, problematic smartphone use alone did not show a significant mediating effect. Discussion: These findings highlight the heterogeneity in college students' physical exercise patterns and suggest that interventions aimed at reducing academic burnout should consider promoting regular physical exercise, which appears to be associated with higher self-control and subsequently lower problematic smartphone use. Tailored strategies targeting different exercise profiles may be more effective in addressing academic burnout.

Indexed as

academic burnoutlatent profile analysisphysical exerciseproblematic smartphone useself-control

Identifiers

PMID42453467
PMCPMC13368331

What OpenQuestion 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 OpenQuestion graph.