Evidence map›Paper›PMID 42832510›Full record

ArticlePloS one2026

Self-efficacy and turnover intention among personal trainers in commercial fitness clubs: The mediating role of job burnout.

Jianping Li, Yihao Li, Weihong Wang, Zongwei Liu, Liwei Yuan

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. 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

5 authors.

Jianping LiSchool of Physical Education and Health, Heze University, Heze, Shandong, China.
Yihao LiSchool of Physical Education and Health, Heze University, Heze, Shandong, China.
Weihong WangSchool of Physical Education and Health, Heze University, Heze, Shandong, China.
Zongwei LiuSchool of Physical Education and Health, Heze University, Heze, Shandong, China.ORCID https://orcid.org/0009-0000-4958-6987
Liwei YuanSchool of Physical Education and Health, Heze University, Heze, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although personal trainers (PTs) play an important role in promoting physical activity and providing individualized exercise guidance, their occupational well-being and retention in commercial fitness clubs have received limited scholarly attention. This study examined the association between self-efficacy and turnover intention among PTs and investigated whether job burnout mediated this relationship. A cross-sectional survey was conducted among 565 fitness-club employees who were actively providing personal-training services, including trainers with concurrent supervisory or managerial responsibilities. Confirmatory factor analysis indicated that the measurement model demonstrated acceptable fit, and reliability and validity tests supported the adequacy of the measurement instruments. Correlation analyses showed that self-efficacy was negatively associated with job burnout and turnover intention, whereas job burnout was positively associated with turnover intention. Bootstrap mediation analyses further indicated that job burnout served as an indirect mechanism linking self-efficacy to turnover intention, with emotional exhaustion showing the most consistent mediating role. These findings suggest that self-efficacy may be an important psychological resource associated with lower burnout and weaker turnover intention among PTs. From a practical perspective, strategies aimed at strengthening PTs' self-efficacy, preventing emotional exhaustion, and reducing burnout may help improve staff retention in commercial fitness clubs.

Indexed as

Burnout, ProfessionalPersonnel TurnoverSelf EfficacyAdultCross-Sectional StudiesEmotional ExhaustionFemaleHumansIntentionMaleMiddle AgedSurveys and Questionnaires

Identifiers

PMID42832510
PMCPMC13637870

What OpenQuestion holds

Textmetadata
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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.