ArticleInternational journal of obesity (2005)2021
Associations of movement behaviors and body mass index: comparison between a report-based and monitor-based method using Compositional Data Analysis.
Article in International journal of obesity (2005), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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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
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 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
- Characteristics of Combined Movement Behavior Interventions in Children and Adolescents: A Scoping Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Article
- Twenty-Four-Hour Compositional Data Analysis in Healthcare: Clinical Potential and Future Directions.International journal of environmental research and public health · 2025Article
- Bullying and Cyberbullying Are Associated with Inappropriate Use of the Internet, Cell Phones, and Video Games in Children and Adolescents.European journal of investigation in health, psychology and education · 2025Article
- Isotemporal Substitution Effect of 24-h Movement Behaviors on Well-Being, Cognition, and BMI Among Older Adults.Journal of clinical medicine · 2025Article
- Reallocation of time to moderate-to-vigorous physical activity and estimated changes in physical fitness among preschoolers: a compositional data analysis.BMC public health · 2024Article
- Associations of activity, sedentary and sleep behaviors with oral health indictors in children and adolescents: a cross-sectional analysis.Journal of activity, sedentary and sleep behaviors · 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
- Replacing device-measured sedentary time with physical activity is associated with lower risk of coronary heart disease regardless of genetic risk.Journal of internal medicine · 2024Article
- 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
- Modifications of 24-h movement behaviors to prevent obesity in retirement: a natural experiment using compositional data analysis.International journal of obesity (2005) · 2023Article
- Psychometric properties of the Last-7-Day Sedentary Time Questionnaire (SIT-Q-7d): Testing the validity and reliability among general population.BMC public health · 2022Article
- Article
- Metabolic Syndrome and Functional Fitness Abilities.Journal of clinical medicine · 2021Article
- Segmented School Physical Activity and Weight Status in Children: Application of Compositional Data Analysis.International journal of environmental research and public health · 2021Article
- A compositional analysis of time spent in sleep, sedentary behaviour and physical activity with all-cause mortality risk.The international journal of behavioral nutrition and physical activity · 2021Article
- Movement Behaviors and Perceived Loneliness and Sadness within Alaskan Adolescents.International journal of environmental research and public health · 2020Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
Abstract
BACKGROUND/
objectivesEvidence on the associations between lifestyle movement behaviors and obesity has been established without taking into account the time-constrained nature of categorized, time-based lifestyle behaviors. We examined the associations of sleep, sedentary behavior (SED), light-intensity physical activity (LPA), and moderate-to-vigorous PA (MVPA) with body mass index (BMI) using Compositional Data Analysis (CoDA), and compared the associations between a report-based method (24-h Physical Activity Recall; 24PAR) and a monitor-based method (SenseWear Armband; SWA). SUBJECTS/
methodsReplicate data from a representative sample of 1247 adults from the Physical Activity Measurement Survey (PAMS) were used in the study. Participants completed activity monitoring on two randomly selected days, each of which required wearing a SWA for a full day, and then completing a telephone-administered 24PAR the following day. Relationships among behavioral compositional parts and BMI were analyzed using CoDA via multiple linear regression models with both 24PAR and SWA data.
resultsUsing 24PAR, time spent in sleep (γ = -3.58, p = 0.011), SED (γ = 3.70, p = 0.002), and MVPA (γ = -0.53, p = 0.018) was associated with BMI. Using SWA, time spent in sleep (γ = -5.10, p < 0.001), SED (γ = 8.93, p < 0.001), LPA (γ = -3.12, p < 0.001), and MVPA (γ = -1.43, p < 0.001) was associated with BMI. The SWA models explained more variance in BMI (R
conclusionsFavorable levels of relative time spent in lifestyle movement behaviors were, in general, associated with decreased BMI. The observed associations were stronger using the monitor-based SWA method compared with the report-based 24PAR method.
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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.