Evidence map›Paper›PMID 41904524›Full record

ArticleBMC psychology2026

Associations among sleep quality, physical activity enjoyment, and burnout in elite male taekwondo athletes: a structural equation modeling study.

Şevket Cihat Özer, Ali Erdoğan, Muzaffer Toprak Keskin, İlhan Gözen, Eyüp Temur

Abstract read
In one paragraph

Article in BMC 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
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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.

Şevket Cihat ÖzerFaculty of Sport Sciences, Nevşehir Hacı Bektaş Veli University, Nevşehir, Turkey. cihatozer@nevsehir.edu.tr.
Ali ErdoğanFaculty of Sport Sciences, Karamanoğlu Mehmetbey University, Karaman, Turkey.
Muzaffer Toprak KeskinFaculty of Sport Sciences, Nevşehir Hacı Bektaş Veli University, Nevşehir, Turkey.
İlhan GözenFaculty of Sport Sciences, Gazi University, Ankara, Turkey.
Eyüp TemurInstitute of Health Sciences, Selçuk University, Konya, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study is to examine, within a structural equation modeling (SEM) framework, the associations of sleep quality with enjoyment derived from physical activity and burnout among elite male taekwondo athletes. The study was conducted using a quantitative research design, and structural equation modeling (SEM) was employed for data analysis. Surveys were administered to 215 elite taekwondo athletes competing in various cities across Türkiye; after excluding six invalid questionnaires, a total of 209 responses were retained for analysis. The results revealed that poorer sleep quality was strongly associated with higher burnout levels (β = 0.54, p < .001), and that enjoyment was significantly associated with lower burnout levels (β = –0.30, p < .001). In line with these findings, sleep quality and enjoyment emerged as significant predictors of burnout: poorer sleep quality was associated with increased burnout, while greater enjoyment was associated with lower levels of burnout.

Indexed as

AthletesBurnout, ProfessionalBurnout, PsychologicalExerciseHappinessMartial ArtsPleasureSleep QualityAdultHumansLatent Class AnalysisMaleSurveys and QuestionnairesTurkeyYoung AdultBurnoutElite AthletesPhysical Activity EnjoymentSleep Quality

Identifiers

PMID41904524
PMCPMC13188479

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.