Evidence map›Paper›PMID 41735964›Full record

Observational studyBMC public health2026

Physical activity and sleep quality: exploring the mediating role of depression and the moderating role of physical fitness among adolescents.

Qing Chang, Baoyi Yang, Yuancai Zhang

Abstract readObservational Study
In one paragraph

Observational study in BMC public health, 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

3 authors.

Qing ChangCollege of PE & Health, East China Normal Univ, No.500 Dongchuan Road, Minhang District, Shanghai, 200241, China. cqecnupec@163.com.
Baoyi YangCollege of PE & Health, East China Normal Univ, No.500 Dongchuan Road, Minhang District, Shanghai, 200241, China.
Yuancai ZhangCollege of PE & Health, East China Normal Univ, No.500 Dongchuan Road, Minhang District, Shanghai, 200241, China.

Funding

Fundamental Research Funds for the Central Universities YBNLTS2023-041
6 · The paper itself

Abstract

BACKGROUND &

aimsThe impact of academic pressure on high school students manifests in reduced physical activity, deteriorated health, elevated levels of depression and anxiety, ultimately compromising sleep quality (SQ). While the association between physical activity and SQ is recognized, the underlying mechanisms remain underexplored. Thus, observational research was used in this study to analyze a hypothesized pathway between physical activity and SQ, analyze whether depression serves as a mediating variable in the association between physical activity and SQ, and whether physical fitness acts as a moderating factor between depression and SQ among adolescents. This study aims not only to elucidate the mechanisms underlying the relationship between physical activity, depression, and SQ but also to provide actionable insights for intervention design. For instance, schools could adopt these findings to structure physical education curricula that address common adolescent mental health challenges. Additionally, the results can inform policy recommendations for adolescent health promotion, emphasizing the dual benefits of physical fitness and mental health management in improving SQ.

methods615 senior high school students were investigated (39.2% boys; mean age: 17.26 ± 1.25 years old). Participants completed questionnaires on physical activity levels, SQ, and depression, while physical fitness was assessed using the China Students’ Physical Health Standard Test Battery. Pearson correlation was used to explore the association between physical activity, depression, physical fitness and SQ. The Bootstrap method with the PROCESS macro was used to examine the mediation effect of depression and the moderation effect of physical fitness.

resultsThe results showed that lower PSQI scores (indicating better SQ) were associated with higher levels of physical activity and better physical fitness, and with lower levels of depressive symptoms (p < 0.01). Notably, depression mediates the relationship between physical activity and SQ (β (95% CI): -0.34 (-0.49, -0.20)), while physical fitness moderates the impact of depression on SQ (p = 0.015, β (95% CI): 0.003 (0.001, 0.006)).

conclusionOur results indicate that higher levels of physical activity and physical fitness are associated with lower depressive symptoms, which are in turn associated with better SQ among adolescents.

Indexed as

DepressionExercisePhysical FitnessSleep QualityStudentsAdolescentChinaFemaleHumansMaleSurveys and QuestionnairesDepressionPhysical activityPhysical fitnessSleep quality

Identifiers

PMID41735964
PMCPMC13041025

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.