ArticlePreventive medicine reports2020
Compositional data analysis of 24-hour movement behaviors and mental health in workers.
Article in Preventive medicine reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.
- 24-hour movement behaviours and mental health in non-clinical populations: A systematic review.PloS one · 2025Pooled it
- Using Compositional Data Analysis to Explore Movement Behaviors in People Who Have Experienced a Stroke.Journal of neurologic physical therapy : JNPT · 2026Article
- 24-Hour movement behaviour and quality of life among Chinese caregivers of children with intellectual disabilities: a compositional analysis.Preventive medicine reports · 2026Article
- Associations Between 24-Hour Physical Behavior, Self-Perceived Stress, and Coping Self-Efficacy in Everyday Life: Ambulatory Assessment Study.JMIR mHealth and uHealth · 2026Article
- Replacing sedentary behavior with physical activity reduces symptoms of anxiety and depression: a study with young adults.BMC public health · 2025Article
- Article
- Twenty-Four-Hour Compositional Data Analysis in Healthcare: Clinical Potential and Future Directions.International journal of environmental research and public health · 2025Article
- Physical activity and social anxiety symptoms among Chinese college students: a serial mediation model of psychological resilience and sleep problems.BMC psychology · 2024Article
- Associations between 24-h movement behaviors and indicators of mental health and well-being across the lifespan: a systematic review.Journal of activity, sedentary and sleep behaviors · 2024Review
- Association between physical activity patterns of working-age adults and social jetlag, depressive symptoms, and presenteeism.Journal of occupational health · 2024Article
- Association of 24-hour movement guideline adherence, mental health and quality of life in young adults: the role of e-Health literacy.Frontiers in public health · 2024Article
- A systematic review of research reporting practices in observational studies examining associations between 24-h movement behaviors and indicators of health using compositional data analysis.Journal of activity, sedentary and sleep behaviors · 2024Review
- Article
- The association between reallocations of time and health using compositional data analysis: a systematic scoping review with an interactive data exploration interface.The international journal of behavioral nutrition and physical activity · 2023Article
- Defecation Habits in Preschoolers Are Associated with Physical Activity: A Cross-Sectional and Isotemporal Substitution Analysis.Children (Basel, Switzerland) · 2023Article
- Prospective association between 24-hour movement behaviors and mental health among overweight/obese college students: a compositional data analysis approach.Frontiers in public health · 2023Article
- Bidirectional associations of physical activity, sleep, and self-reported mental health in young adults participating in an online wellness intervention during the COVID-19 pandemic.Frontiers in public health · 2023Article
- Article
- Movement behaviours and anxiety symptoms in Chinese college students: A compositional data analysis.Frontiers in psychology · 2022Article
- Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This cross-sectional study investigated the relationship between 24-hour movement behaviors and mental health among Japanese workers, accounting for the co-dependence of time spent in different behaviors during a single day. This research is part of a prospective cohort study called the Meiji Yasuda LifeStyle study. Participants were 1095 workers in Tokyo, Japan, who underwent annual health check-ups between 2017 and 2018. Time use during workdays and non-workdays was separately evaluated. Behaviors included sleep (self-reported duration), sedentary behavior (SB), light-intensity physical activity (LPA), and moderate- to vigorous-intensity physical activity (assessed with a tri-axial accelerometer). We used the six-item Kessler Psychological Distress scale to evaluate psychological distress and the Utrecht Work Engagement Scale to assess work engagement as indicators for negative and positive mental health, respectively. We performed compositional logistic regression and compositional isotemporal substitution to examine associations between 24-hour movement behaviors and mental health. After controlling for potential confounders, time spent in workdays was significantly associated with higher psychological distress and lower work engagement (
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Registered trials
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.