ArticleInternational journal of environmental research and public health2020
The Relation between Domain-Specific Physical Behaviour and Cardiorespiratory Fitness: A Cross-Sectional Compositional Data Analysis on the Physical Activity Health Paradox Using Accelerometer-Assessed Data.
Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Exploring the 'fit for work' principle: The association between occupational physical activity, cardio-respiratory fitness, and mortality - a meta-analysis of male worker data.Scandinavian journal of work, environment & health · 2025Pooled it
- Human Telephone vs Text Message Counseling and Physical Activity Among Midlife and Older Adults: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Exploring Associations Between Device-Based Occupational Sedentary Behavior and Need for Recovery in White Collar Workers: A Compositional Data-Analysis.International journal of public health · 2024Trial
- Clustering analysis of acute mountain sickness susceptibility among young adults during rapid ascent using low-altitude step test data.Physiological reports · 2026Article
- The physical activity health paradox: what is it, why might it happen, and where to go from here?The international journal of behavioral nutrition and physical activity · 2026Review
- Associations of reallocating time between movement behaviours with adiposity and physical fitness among employees: a compositional data analysis.BMC public health · 2025Article
- Sarcopenia risk in U.S. younger adults: the impact of physical activity intensity and occupational engagement-insights from a cross-sectional NHANES study.BMC public health · 2024Article
- 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
- Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review.Journal of medical Internet research · 2024Article
- Flemish critical care nurses' experiences regarding the influence of work-related demands on their health: a descriptive interpretive qualitative study.BMC nursing · 2024Article
- Associations of sleeping patterns and isotemporal substitution of other behavior with the prevalence of CKD in Chinese adults.Frontiers of medicine · 2024Article
- Measurement of Sedentary Behavior-The Outcomes of the Angle for Posture Estimation (APE) Method.Sensors (Basel, Switzerland) · 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
- What Can One Minute of the Day Tell about Physical Activity?International journal of environmental research and public health · 2023Article
- Association of sitting time and cardiorespiratory fitness with cardiovascular disease risk and healthcare costs among office workers.Industrial health · 2023Article
- Public Health Concern on Sedentary Behavior and Cardiovascular Disease: A Bibliometric Analysis of Literature from 1990 to 2022.Medicina (Kaunas, Lithuania) · 2022Article
- Assessment of Physical Work Demands of Home Care Workers in Norway: An Observational Study Using Wearable Sensor Technology.Annals of work exposures and health · 2022Observational
- 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
- Self-Reported and Device-Measured Physical Activity in Leisure Time and at Work and Associations with Cardiovascular Events-A Prospective Study of the Physical Activity Paradox.International journal of environmental research and public health · 2021Article
- Number of steps and systolic blood pressure: Do work and leisure matter?Scandinavian journal of medicine & science in sports · 2021Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In contrast to leisure time physical activity (LTPA), occupational physical activity (OPA) does not have similar beneficial health effects. These differential health effects might be explained by dissimilar effects of LTPA and OPA on cardiorespiratory fitness (CRF). This study investigated cross-sectional associations between different physical behaviours during both work and leisure time and CRF by using a Compositional Data Analysis approach. Physical behaviours were assessed by two accelerometers among 309 workers with various manual jobs. During work time, more sedentary behaviour (SB) was associated with higher CRF when compared relatively to time spent on other work behaviours, while more SB during leisure time was associated with lower CRF when compared to other leisure time behaviours. Reallocating more time to moderate-to-vigorous physical activity (MVPA) from the other behaviours within leisure time was positively associated with CRF, which was not the case for MVPA during work. The results of our study are in line with the physical activity health paradox and we call for further study on the interaction between LTPA and OPA by implementing device-worn measures in a longitudinal design. Our results highlight the need for recommendations to take into account the different effects of OPA and LTPA on CRF.
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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 Socratic graph.