Evidence map›Paper›PMID 42260603›Full record

ArticleBMC psychology2026

Longitudinal associations between exercise duration and sleep quality and poor sleep outcomes among college students: a latent growth curve modeling study.

Qian Zhang, Ruichen Sun, Hanqing Zhao, Jiakun Lyu

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.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Qian ZhangDepartment of Applied Physical Education, School of Medical Humanities, Capital Medical University, Beijing, 100069, China. zhangqian@ccmu.edu.cn.
Ruichen SunSchool of Basic Medical Sciences, Capital Medical University, Beijing, China.
Hanqing ZhaoSchool of Basic Medical Sciences, Capital Medical University, Beijing, China.
Jiakun LyuSchool of Basic Medical Sciences, Capital Medical University, Beijing, China.

Funding

the 2026 Scientific Research and Innovation Project of Capital Medical University XSKY2026212
6 · The paper itself

Abstract

backgroundTo investigate the effects of regular exercise on sleep quality and poor sleep outcomes, including bedtime procrastination, insomnia, and daytime sleepiness, among college students, and to examine the dynamic relationships between these outcomes and cumulative exercise duration over time.

methodsA total of 687 college students were followed longitudinally at baseline and at 4 and 8 weeks after the intervention. Sleep-related outcomes were assessed using the Pittsburgh Sleep Quality Index (PSQI), Bedtime Procrastination Scale (BPS), Insomnia Severity Index (ISI), and Epworth Sleepiness Scale (ESS). Latent growth curve modeling (LGCM) was used to examine the developmental trajectories of sleep indicators as exercise duration accumulated over time, and cross-lagged panel modeling was further used to test the longitudinal predictive relationships among these variables.

resultsPSQI scores decreased linearly with increasing exercise duration (β = -0.88, P < 0.001), indicating progressive improvement in sleep quality. Bedtime procrastination (β = -0.72, P < 0.001), daytime sleepiness (β = -0.55, P < 0.001), and insomnia severity (β = -0.17, P < 0.05) also declined linearly over time. Baseline sleep quality and bedtime procrastination positively predicted subsequent changes in the later stages of the intervention (β = 0.41 and 0.65, respectively; P < 0.001). In addition, baseline bedtime procrastination positively predicted sleep quality at 4 weeks after the intervention (β = 0.20, P < 0.05).

conclusionsAccumulated exercise duration may effectively attenuate the deterioration of sleep quality among college students. Regular exercise may promote sleep health through multidimensional physiological and behavioral pathways and exert beneficial effects on bedtime procrastination, insomnia, and daytime sleepiness. For students with more severe sleep problems, individualized exercise programs combined with behavioral interventions may help sustain improvements in sleep outcomes.

Indexed as

ExerciseSleep Initiation and Maintenance DisordersSleep QualityStudentsAdolescentAdultFemaleHumansLongitudinal StudiesMaleProcrastinationSleepinessUniversitiesYoung AdultCollege studentsLatent growth curve modelingPoor sleep outcomesSleep quality

Identifiers

PMID42260603
PMCPMC13632343

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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.