ArticleBMC public health2015
Differences between work and leisure in temporal patterns of objectively measured physical activity among blue-collar workers.
Article in BMC public health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 2 of them syntheses 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
31 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The association between trunk flexion and low back pain in blue-collar workers: A systematic review.Work (Reading, Mass.) · 2026Pooled it
- Occupational Physical Activity and Lung Cancer Risk: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2020Pooled it
- Temporal features of sitting, standing and stepping changes in a cluster-randomised controlled trial of a workplace sitting-reduction intervention.The international journal of behavioral nutrition and physical activity · 2019Trial
- 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
- Differences in the temporal patterns of occupational time on feet and sitting between homecare and nursing home workers.Annals of work exposures and health · 2025Article
- Examining physical activity clustering using machine learning revealed a diversity of 24-hour step-counting patterns.Journal of activity, sedentary and sleep behaviors · 2024Article
- Impact of physical activity on disability-free and disabled life expectancies in middle-aged and older adults: Data from the healthy aging longitudinal study in Taiwan.Geriatrics & gerontology international · 2024Article
- Lifestyle factors modified the mediation role of liver fibrosis in the association between occupational physical activity and blood pressure.Frontiers in public health · 2024Article
- Working at the office or from home during the COVID-19 pandemic: a cross-sectional study of temporal patterns of sitting and non-sitting among normal-weight and overweight Brazilian office workers.Journal of activity, sedentary and sleep behaviors · 2023Article
- Occupational Physical Activity and Cardiometabolic Risk Factors: A Cross-Sectional Study.Nutrients · 2023Article
- Sedentary behaviour, physical activity, and sleep among office workers during the COVID-19 pandemic: a comparison of Brazil and Sweden.BMC public health · 2022Article
- Occupational physical activity, mortality and CHD events in the Italian Longitudinal Study.International archives of occupational and environmental 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
- Does Childcare Work Promote Cardiorespiratory Fitness and Health? A Cross-Sectional Study of Danish Childcare Workers Based on Accelerometry and Heart Rate Measurements.International journal of environmental research and public health · 2021Article
- Development and Implementation of 'Just Right' Physical Behavior in Industrial Work Based on the Goldilocks Work Principle-A Feasibility Study.International journal of environmental research and public health · 2021Article
- Sitting, standing and moving during work and leisure among male and female office workers of different age: a compositional data analysis.BMC public health · 2020Article
- Accelerometer-Measured Diurnal Patterns of Sedentary Behavior among Japanese Workers: A Descriptive Epidemiological Study.International journal of environmental research and public health · 2020Article
- Thigh-worn accelerometry for measuring movement and posture across the 24-hour cycle: a scoping review and expert statement.BMJ open sport & exercise medicine · 2020Article
- Calibration of Self-Reported Time Spent Sitting, Standing and Walking among Office Workers: A Compositional Data Analysis.International journal of environmental research and public health · 2019Article
- Assessing physiological response mechanisms and the role of psychosocial job resources in the physical activity health paradox: study protocol for the Flemish Employees' Physical Activity (FEPA) study.BMC public health · 2019Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLeisure time physical activity (LTPA) is generally associated with favorable cardiovascular health outcomes, while occupational physical activity (OPA) shows less clear, or even opposite, cardiovascular effects. This apparent paradox is not sufficiently understood, but differences in temporal patterns of OPA and LTPA have been suggested as one explanation. Our aim was to investigate the extent to which work and leisure (non-occupational time) differ in temporal activity patterns among blue-collar workers, and to assess the modification of these patterns by age and gender.
methodsThis study was conducted on a cross-sectional sample of male (n = 108) and female (n = 83) blue-collar workers, aged between 21 and 65 years. Physical activity and sedentary behavior were assessed using accelerometers (Actigraph GT3X+) worn on the thigh and trunk for four consecutive days. Temporal patterns of OPA and LTPA were retrieved using Exposure Variation Analysis (EVA), and expressed in terms of percentage of work and leisure time spent in uninterrupted periods of different durations (<1 min, 1-5 min, 5-10 min, 10-30 min, 30-60 min and > 60 min) of sitting, standing, and walking. Repeated measures ANOVA and linear regression analyses were used to test a) possible differences between OPA and LTPA in selected EVA derivatives, and b) the modification of these differences by age and gender.
resultsOPA showed a larger percentage time walking in brief (<5 min) periods [mean (SD): 33.4 % (12.2)], and less time in prolonged (>30 min) sitting [7.0 % (9.3)] than LTPA [walking 15.4 % (5.0); sitting 31.9 % (15.3)], even after adjustment for the difference between work and leisure in total time spent in each activity type. These marked differences in the temporal pattern of OPA and LTPA were modified by gender, but not age.
conclusionWe found that the temporal patterns of OPA and LTPA among blue-collar workers were markedly different even after adjustment for total physical activity time, and that this difference was modified by gender. We recommend using EVA derivatives in future studies striving to disentangle the apparent paradoxical cardiovascular effect of physical activity at work and during leisure.
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