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Updated: Dec 14, 2025

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Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
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The physical activity paradox revisited: a prospective study on compositional accelerometer data and long-term
Nidhi Gupta1, Sofie Dencker-Larsen2,3, Charlotte Lund Rasmussen2,4
1National Research Centre for the Working Environment, Lersø Parkalle 105, DK-2100, Copenhagen Ø, Denmark. ngu@nfa.dk.
Summary
Leisure physical activity (PA) is linked to lower long-term sick absence, while occupational PA is associated with increased absence. This study confirms the physical activity paradox in workers, even after accounting for methodological limitations.
Area of Science:
- Occupational Health
- Epidemiology
- Physical Activity Research
Background:
- The physical activity paradox suggests leisure physical activity (PA) benefits health, whereas high occupational PA may harm it.
- Previous studies had limitations like self-reported PA, insufficient socioeconomic confounding adjustment, and not addressing PA composition.
- This study re-examines the PA paradox concerning long-term sick absence (LTSA) with improved methodology.
Purpose of the Study:
- To investigate the association between physical activity at work and in leisure with long-term sick absence (LTSA).
- To determine if the physical activity paradox persists after addressing methodological limitations of prior research.
Main Methods:
- 929 workers' physical behaviors (moderate-to-vigorous PA, sedentary time, etc.) were measured using accelerometry.
- Data was expressed as isometric log-ratios (ilrs) to account for the compositional nature of physical behaviors.
- Long-term sick absence (LTSA) was defined as ≥6 consecutive weeks of sickness absence over a 4-year follow-up, analyzed via Cox proportional hazards models.
Main Results:
- During follow-up, 21% of workers experienced LTSA.
- Increased leisure-time moderate-to-vigorous physical activity (MVPA) was associated with a 20% lower risk of LTSA (p=0.02).
- Increased occupational MVPA was associated with a 15% higher risk of LTSA (p=0.02), with results consistent after further adjustments.
Conclusions:
- The findings support the existence of the physical activity paradox.
- Leisurely physical activity appears protective against long-term sick absence, while occupational physical activity may increase absence risk.
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