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Accelerometer-Derived Total Activity and Cardiometabolic Health Factors among US Adults, NHANES 2011-2014
Jasmine Y Nakayama1, Farah Mouhanna1, Geoffrey P Whitfield1
1Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA.
Medicine and Science in Sports and Exercise
|July 25, 2025
Summary
Monitor Independent Movement Summary (MIMS) units, a new measure of physical activity, are linked to better cardiometabolic health. Higher MIMS units correlate with lower Body Mass Index (BMI) and improved health markers.
Area of Science:
- Public Health
- Cardiovascular Health
- Physical Activity Measurement
Background:
- Cardiometabolic health is crucial for overall well-being.
- Accurate measurement of physical activity is essential for public health surveillance.
- Novel metrics like MIMS units offer new ways to assess physical activity.
Purpose of the Study:
- To investigate the association between Monitor Independent Movement Summary (MIMS) units and key cardiometabolic health indicators.
- To determine the relationship between MIMS units and Body Mass Index (BMI), glycated hemoglobin (A1c), non-high-density lipoprotein cholesterol (non-HDL-C), systolic blood pressure (SBP), and diastolic blood pressure (DBP).
- To analyze these associations in a nationally representative sample of U.S. adults.
Main Methods:
- Utilized data from the 2011-2014 National Health and Nutrition Examination Survey.
- Included 6,638 U.S. adults aged 20 years and older with valid accelerometer data.
- Employed generalized linear models to assess associations between MIMS units and cardiometabolic factors, adjusting for age and covariates.
Main Results:
- An increase of 1,000 average daily MIMS units was associated with a 0.91% decrease in BMI.
- Higher MIMS units correlated with a 0.26% reduction in A1c and a 0.27% decrease in non-HDL-C.
- Associations with SBP and DBP were not statistically significant; covariate adjustment had minimal impact.
Conclusions:
- MIMS units demonstrate similar associations with cardiometabolic health as traditional accelerometer measures.
- MIMS units show potential as a valuable indicator for health-related movement in public health surveillance and research.
- Further use of MIMS units can enhance understanding of physical activity's benefits on cardiovascular health.
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