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Stronger Association between High Intensity Physical Activity and Cardiometabolic Health with Improved Assessment of the Full Intensity Range Using Accelerometry
- Source :
- Sensors, Vol 20, Iss 4, p 1118 (2020), Sensors (Basel, Switzerland), Sensors, Volume 20, Issue 4
- Publication Year :
- 2020
- Publisher :
- Gymnastik- och idrottshögskolan, GIH, Åstrandlaboratoriet, 2020.
-
Abstract
- An improved method of physical activity accelerometer data processing, involving a wider frequency filter than the most commonly used ActiGraph filter, has been shown to better capture variations in physical activity intensity in a lab setting. The aim of the study was to investigate how this improved measure of physical activity affected the relationship with markers of cardiometabolic health. Accelerometer data and markers of cardiometabolic health from 725 adults from two samples, LIV 2013 and SCAPIS pilot, were analyzed. The accelerometer data was processed using both the original ActiGraph method with a low-pass cut-off at 1.6 Hz and the improved method with a low-pass cut-off at 10 Hz. The relationship between the physical activity intensity spectrum and a cardiometabolic health composite score was investigated using partial least squares regression. The strongest association between physical activity and cardiometabolic health was shifted towards higher intensities with the 10 Hz output compared to the ActiGraph method. In addition, the total explained variance was higher with the improved method. The 10 Hz output enables correctly measuring and interpreting high intensity physical activity and shows that physical activity at this intensity is stronger related to cardiometabolic health compared to the most commonly used ActiGraph method. Mätning av det dagliga aktivitetsmönstret SCAPIS
- Subjects :
- Male
medicine.medical_specialty
vigorous physical activity
Physical activity
scapis
030204 cardiovascular system & hematology
Audiology
Accelerometer
lcsh:Chemical technology
Biochemistry
Article
Analytical Chemistry
03 medical and health sciences
0302 clinical medicine
cardiovascular disease
liv
Accelerometry
Partial least squares regression
medicine
Range (statistics)
Humans
lcsh:TP1-1185
Electrical and Electronic Engineering
frequency filtering
Exercise
Instrumentation
Sport and Fitness Sciences
Frequency filtering
business.industry
Idrottsvetenskap
High intensity
partial least squares regression
030229 sport sciences
Middle Aged
ActiGraph
Explained variation
Atomic and Molecular Physics, and Optics
Intensity (physics)
multivariate analysis
Cardiovascular Diseases
LIV
actigraph
Female
SCAPIS
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Sensors, Vol 20, Iss 4, p 1118 (2020), Sensors (Basel, Switzerland), Sensors, Volume 20, Issue 4
- Accession number :
- edsair.doi.dedup.....f82c262f8f8920b9f06ae0bebab60cf2