Related Experiment Video
Updated: Mar 17, 2026

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Examining Non-Linear Associations between Accelerometer-Measured Physical Activity, Sedentary Behavior, and All-Cause
1School of Nursing, Hong Kong Polytechnic University Hong Kong, China.
Achieving 15 minutes of daily moderate physical activity and limiting sedentary time to under 10.9 hours can reduce all-cause mortality. This study provides evidence-based recommendations for a healthier lifestyle.
Area of Science:
- Epidemiology
- Public Health
- Biostatistics
Background:
- Current physical activity guidelines for healthy adults are based on self-reported data, which may lack validity.
- Objective measurement of physical activity and sedentary behavior is crucial for establishing accurate health recommendations.
Purpose of the Study:
- To examine the dose-response relationship between accelerometer-measured physical activity, sedentary behaviors, and all-cause mortality.
- To empirically determine optimal thresholds for physical activity and sedentary time to reduce mortality risk.
Main Methods:
- Utilized data from 7006 adults in the National Health and Nutrition Examination Survey (2003-2006), linked to mortality data through 2011.
- Measured physical activity and sedentary behavior using ActiGraph accelerometers over 7 consecutive days.
- Employed segmented Cox regression to analyze the association between sedentary time, moderate-intensity physical activity (MPA), vigorous-intensity physical activity (VPA), and all-cause mortality.
Main Results:
- Increased sedentary time (≥10.9 hours/day) was associated with a 15% higher risk of all-cause mortality (HR=1.15).
- Each additional minute of moderate-intensity physical activity (≤14.1 min/day) was associated with a 6% lower risk of all-cause mortality (HR=0.94).
- The effects of moderate physical activity and sedentary behavior on mortality were independent.
Conclusions:
- Evidence supports recommendations of at least 15 minutes of daily moderate-intensity physical activity.
- Limiting daily sedentary behavior to no more than 10.9 hours is recommended to reduce all-cause mortality.
- Objective accelerometer data provides a more reliable basis for public health guidelines than self-reports.
Related Concept Videos
Assumptions of Survival Analysis
Bias in Epidemiological Studies
Comparing the Survival Analysis of Two or More Groups
Kaplan-Meier Approach
Statistical Methods for Analyzing Epidemiological Data
Confounding in Epidemiological Studies

