Related Experiment Video
Updated: Sep 20, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Dual Cohort Insights Into Accelerometer-Derived Weekend Warrior Physical Activity and Its Impact on Mortality
Rui Ren1,2, Wenxu Wang2, Qitong Liu2
1Department of Gerontology and Geriatrics Shengjing Hospital of China Medical University Liaoning China.
Background:
Although guidelines on physical activity recommend at least 150 minutes of moderate-to-vigorous exercise weekly for optimal health outcomes, the distinction between concentrated and evenly distributed activity patterns remains unclear. We explored the relationships between accelerometer-measured weekend warrior and evenly spread moderate-to-vigorous physical activity (MVPA) and the risks of all-cause, cardiovascular disease, and cancer mortality.
Methods:
Accelerometer-based physical activity data from the UK Biobank (Cohort 1 [June 8, 2013-December 30, 2015]: 89 488 individuals) and the US National Health and Nutrition Examination Survey (Cohort 2 [2003-2006]: 6198 individuals) were included in this study. Accelerometer-derived MVPA was categorized as inactive, weekend warrior, or regularly active. Activity patterns were further evaluated using population-specific MVPA thresholds at the 25th, 50th, and 75th percentiles. All-cause, cardiovascular disease, and cancer mortalities were ascertained from death certificates.
Results:
Over median follow-up periods of 6.9 and 6.0 years, we recorded 3759 and 1404 deaths in Cohorts 1 and 2, respectively. Compared with inactivity, both activity patterns, at ≥150 minutes of MVPA per week, were correlated with similarly lower risks of all-cause, cardiovascular disease, and cancer mortality at any threshold in both cohorts. These findings were consistent at the 25th percentile threshold and higher for MVPA per week.
Conclusions:
Physical activity concentrated within 1 to 2 days is associated with reduced risks of all-cause, cardiovascular, and cancer mortality, with benefits comparable with those of activity spread more evenly throughout the week.
Related Concept Videos
Longitudinal Research
Bias in Epidemiological Studies
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...

