ArticlePloS one2022
Time-use movement behaviors are associated with scores of depression/anxiety among adolescents: A compositional data analysis.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 7 of them syntheses that pooled it.
What it found
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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.
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.
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Who cites it
19 citing papers in PubMed, 7 syntheses or guidelines pooled it, 15 citations in OpenAlex.
- Characterizing device-measured sleep in observational health research using compositional data analysis: a systematic review.The international journal of behavioral nutrition and physical activity · 2026Pooled it
- The association between accelerometer-measured physical activity and symptoms of depression and anxiety in children and adolescents: a systematic review and meta-analysis.BMC pediatrics · 2025Pooled it
- Association Between 24-h Movement Behaviors and Mental Health in Children and Adolescents: A Systematic Review and Compositional Data Meta-Analysis.Scandinavian journal of medicine & science in sports · 2025Pooled it
- 24-hour movement behaviours and mental health in non-clinical populations: A systematic review.PloS one · 2025Pooled it
- Association of reallocating time between physical activity and sedentary behavior on the risk of depression: a systematic review and meta-analysis.Frontiers in psychology · 2025Pooled it
- Sedentary behavior and physical activity are associated with risk of depression among adult and older populations: a systematic review and dose-response meta-analysis.Frontiers in psychology · 2025Pooled it
- Instrumented measures of sedentary behavior and physical activity are associated with depression among children and adolescents: a systematic review and dose-response meta-analysis of observational studies.Frontiers in psychology · 2024Pooled it
- Sleep duration and compliance with sleep recommendations among Brazilian children and adolescents: an updated systematic review and meta-analysis.Jornal de pediatria · 2026Review
- Article
- Recommended 24-h movement behavior patterns and equivalent impacts on mental health among Chinese adolescents: a compositional data analysis.Frontiers in psychology · 2026Article
- Associations between 24-hour movement behaviours and psychological wellbeing in adolescents using compositional data analysis.Journal of activity, sedentary and sleep behaviors · 2025Article
- Research characteristics about the 24-h movement behaviors in children and adolescents: a scoping review.BMC public health · 2025Article
- Association between modifiable lifestyle behaviors and depressive symptoms among Chinese adolescents: a longitudinal analysis from 2019 to 2021.BMC public health · 2025Article
- Test of the relationship between adolescents' 24-h activity behavior and anxiety symptoms using compositional data analysis.BMC public health · 2025Article
- A systematic review and meta-analysis of the first decade of compositional data analyses of 24-hour movement behaviours, health, and well-being in school-aged children.Journal of activity, sedentary and sleep behaviors · 2025Article
- 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
- Enhancing mental well-being of undergraduates: establishing cut-off values and analyzing substitutive effects of physical activity on depression regulation.Frontiers in psychology · 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
- SMOTE-CD: SMOTE for compositional data.PloS one · 2023Article
Corrections and comments
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Authors and funding
6 authors at 6 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Movement behaviors have been associated with mental health. The purposes of this study were to examine the association between movement behaviors and scores of depression/anxiety among adolescents and to determine the difference in depression/anxiety associated with reallocating time between different movement behaviors. This cross-sectional study included 217 Brazilian adolescents (15 to 18 years old, 49.3% female). Adolescents wore an accelerometer for one week to assess the four-movement behaviors which include sleep, sedentary behavior (SB), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA). The depression/anxiety score was calculated by factor analysis using the 12-item General Health Questionnaire. Compositional data analyses were used to examine the association between movement behavior and the depression/anxiety score. Compositional isotemporal substitution models estimated the change in depression/anxiety score associated with reallocating 10, 30, and 60 min between movement behaviors. The composition of movement behaviors was significantly associated with depression/anxiety scores (p < 0.05). Replacing time from SB to LPA was associated with improvement in the depression/anxiety score, while the inverse was associated with an increase in this score. Replacing time of LPA with MVPA was associated with worsening in the depression/anxiety score. The 24-h time distribution of the day may play a crucial role in mental health. Compositions with more time spent in LPA at the expense of less SB are associated with improvement in the scores of depression/anxiety. The type of MVPA may moderate its effects on depression/anxiety in adolescents. Holistic interventions including the full range of movement behaviors may be a gateway to reduce the levels of depression/anxiety in adolescence.
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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.