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Updated: Dec 17, 2025

Visualization of Intensity Levels to Reduce the Gap Between Self-Reported and Directly Measured Physical Activity
Published on: March 7, 2019
Personal activity intelligence and mortality - Data from the Aerobics Center Longitudinal Study
Javaid Nauman1, Xuemei Sui2, Carl J Lavie3
1Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway; Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates; Healthy Living for Pandemic Event Protection (HL - PIVOT) Network, Chicago, IL, USA.
Achieving 100 weekly Personal Activity Intelligence (PAI) points is linked to a lower risk of all-cause and cardiovascular disease mortality, potentially adding over 4 years to life expectancy.
Area of Science:
- Cardiovascular Health
- Preventive Medicine
- Exercise Physiology
Background:
- Personal Activity Intelligence (PAI) is a novel metric translating heart rate data into a weekly score.
- Previous PAI studies were limited to Norwegian populations, questioning generalizability.
Purpose of the Study:
- To investigate the association between PAI and total and cause-specific mortality in a large US cohort.
- To assess the impact of PAI on longevity and cardiovascular disease (CVD) risk.
Main Methods:
- Analysis of the Aerobics Center Longitudinal Study (ACLS), a prospective cohort of 56,175 participants (1974-2002).
- Participants were categorized into 4 weekly PAI groups (0, ≤50, 51-99, ≥100).
- Outcomes assessed included total mortality, CVD mortality, and ischemic heart disease (IHD) mortality over a median 14.9-year follow-up.
Main Results:
- A weekly PAI score of ≥100 was associated with a 21% lower risk of all-cause mortality and a 30% lower risk of CVD mortality compared to inactive individuals (0 PAI).
- Higher PAI scores showed significant reductions in CVD and IHD mortality, particularly in men and women with known CVD risk factors.
- Participants achieving ≥100 PAI weekly lived an average of 4.2 years longer than inactive individuals.
Conclusions:
- PAI is a valuable metric associated with reduced long-term mortality from all causes, CVD, and IHD.
- Recommendations for PAI thresholds can be incorporated into clinical practice and personal health assessments for improved outcomes.
- This study supports the use of PAI for promoting cardiovascular health and longevity in diverse populations.
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