ArticleThe international journal of behavioral nutrition and physical activity2019
Daily domain-specific time-use composition of physical behaviors and blood pressure.
Article in The international journal of behavioral nutrition and physical activity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.
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Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 42 citations in OpenAlex.
- The whole day matters: Understanding 24-hour movement guideline adherence and relationships with health indicators across the lifespan.Journal of sport and health science · 2020Pooled it
- The paradox of physical activity in relation to well-being and mental health: a compositional data analysis of the 24-hour movement patterns.BMC public health · 2026Article
- Minimum combined sleep, physical activity, and nutrition variations associated with lifeSPAN and healthSPAN improvements: a population cohort study.EClinicalMedicine · 2026Article
- Prospective associations between 24-h device-measured occupational and leisure-time physical activity and register-based musculoskeletal-related primary healthcare utilization among Danish workers.Scientific reports · 2025Article
- From Single Movement Behaviors to Complete 24-h Behaviors Profiles and Multiple Health Outcomes-A Cross-Sectional Study Using Accelerometry.Scandinavian journal of medicine & science in sports · 2025Article
- Minimum and optimal combined variations in sleep, physical activity, and nutrition in relation to all-cause mortality risk.BMC medicine · 2025Article
- Does the association between physical activity during work and leisure and blood pressure differ across sex? A cross-sectional compositional data analysis in a Danish population-based cohort.BMC public health · 2024Article
- Association of Occupational and Leisure-Time Physical Activity With Allostatic Load.American journal of preventive medicine · 2024Article
- Machine learning in physical activity, sedentary, and sleep behavior research.Journal of activity, sedentary and sleep behaviors · 2024Review
- 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
- 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
- Accelerometer-Measured Physical Activity Data Sets (Global Physical Activity Data Set Catalogue) That Include Markers of Cardiometabolic Health: Systematic Scoping Review.Journal of medical Internet research · 2023Article
- The potential harms of sedentary behaviour on cardiometabolic health are mitigated in highly active adults: a compositional data analysis.Journal of activity, sedentary and sleep behaviors · 2023Article
- Article
- Sedentary behaviour, physical activity, and sleep among office workers during the COVID-19 pandemic: a comparison of Brazil and Sweden.BMC public health · 2022Article
- Does occupational forward bending of the back increase long-term sickness absence risk? A 4-year prospective register-based study using device-measured compositional data analysis.Scandinavian journal of work, environment & health · 2022Article
- Physical Activity Advice for Prevention and Rehabilitation of Low Back Pain- Same or Different? A Study on Device-Measured Physical Activity and Register-Based Sickness Absence.Journal of occupational rehabilitation · 2022Article
- How does accelerometry-measured arm elevation at work influence prospective risk of long-term sickness absence?Scandinavian journal of work, environment & health · 2022Article
- An Exploratory Study on the Physical Activity Health Paradox-Musculoskeletal Pain and Cardiovascular Load during Work and Leisure in Construction and Healthcare Workers.International journal of environmental research and public health · 2022Article
- Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPrevious research has shown contrasting effects on hypertension for occupational and leisure-time physical behaviors-physical activity and sedentary behavior and time in bed. However, (a) none of these studies have addressed the compositional property of the physical behaviors and (b) most knowledge on the association between domain-specific physical behaviors and hypertension relies upon self-reported physical behaviors information primarily on white-collar worker study samples. We aimed to be the first to disentangle the relationship between technically measured 24-h time-use behaviors in work and leisure domains and blood pressure among blue-collar workers using a compositional data analysis approach.
methodsWorkers (n = 669) wore accelerometers to measure daily minutes of work and leisure sedentary time, light physical activity (LPA) and moderate-to-vigorous physical activity (MVPA), and time in bed which were isometrically log-transformed. Cross-sectional linear association between time-use composition and systolic (SBP) and diastolic (DBP) blood pressure were determined using compositional isotemporal substitutions models.
resultsThe time-use composition at the work and leisure domains was significantly associated with SBP (F = 4.98, p < 0.001) and DBP (F = 2.91, p = 0.008). Reallocating sedentary time to remaining behaviors within each domain-work and leisure-was favorably associated with SBP. Similar results were observed when reallocating time in bed from the remaining leisure behaviors. Results for reallocating time to/from MVPA and LPA at both domains were non-significant. Results regarding all physical behaviors for DBP were generally non-significant.
conclusionsTime-use composition of physical behaviors at work and leisure is associated with blood pressure among blue-collar workers. At both domains, reallocating sedentary time to remaining behaviors, especially to time in bed at leisure may reduce blood pressure. Our results, based on a compositional data approach, can be used to better design accurate and comprehensive time-use recommendations both at work and leisure for high-risk groups like blue-collar workers.
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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.