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Accelerometer-derived physical activity estimation in preschoolers – comparison of cut-point sets incorporating the vector magnitude vs the vertical axis
- Source :
- BMC Public Health, BMC Public Health, Vol 19, Iss 1, Pp 1-8 (2019)
- Publication Year :
- 2019
- Publisher :
- BioMed Central, 2019.
-
Abstract
- Background ActiGraph accelerometers are a widely used tool to objectively measure physical activity (PA) behavior in young children and several validated cut-point sets exist to estimate time spent in different PA intensities (sedentary time, light PA, moderate-to-vigorous PA). Applying different cut-point sets leads to large and meaningful differences in results. So far, only cut-point sets validated for the vertical axis have been compared and only the influence on time spent in moderate-to-vigorous PA has been analyzed. Methods A range of validated cut-point sets with their respective epoch length was applied to analyze cross-sectional data of the Swiss Preschoolers’ Health Study (SPLASHY): 1) Vertical axis in combination with an epoch length of 15 s (VA-15), 2) Vertical axis in combination with an epoch length of 60 s (VA-60) and 3) Vector magnitude in combination with an epoch length of 60 s (VM-60). PA was measured for eight consecutive days using ActiGraph accelerometers (wGT3X-BT). Three days were required to be included in the analysis (minimum two weekdays and one weekend-day with at least ten hours recording per day). Results Four hundred forty-five preschoolers (mean age 3.9 ± 0.5 years; 46% girls) had valid accelerometer measurements. A longer epoch (VA-60 vs VA-15) resulted in 2% less sedentary time (ST), 18% more light PA (LPA) and 51% less moderate-to-vigorous PA (MVPA); using the vector magnitude compared to the vertical axis (VM-60 vs VA-60) resulted in 34% less ST, 27% more LPA and 63% more MVPA (all p ≤ 0.001). Comparing all three sets of cut-points, ST ranged from 4.0 to 6.2 h, LPA from 5.1 to 7.6 h and MVPA from 0.8 to 1.6 h. Conclusions Estimated time spent in different PA intensities was strongly influenced by the choice of cut-point sets. Both, axis selection and epoch length need to be considered when comparing different studies especially when they relate PA behavior to health. The differences in the prevalence of children fulfilling PA guidelines highlight the relevance of these findings. Trial registration Current Controlled Trials ISRCTN41045021 (date of registration: 21.03.2014). Electronic supplementary material The online version of this article (10.1186/s12889-019-6837-7) contains supplementary material, which is available to authorized users.
- Subjects :
- Male
Movement
Physical activity
610 Medicine & health
030209 endocrinology & metabolism
Accelerometer
03 medical and health sciences
0302 clinical medicine
Statistics
Accelerometry
Medicine
Humans
030212 general & internal medicine
Child
Exercise
Euclidean vector
Sedentary time
Behavior
SPLASHY
Epoch (reference date)
business.industry
lcsh:Public aspects of medicine
Environmental and Occupational Health
Public Health, Environmental and Occupational Health
Methodology
Vertical axis
Reproducibility of Results
Mean age
lcsh:RA1-1270
10060 Epidemiology, Biostatistics and Prevention Institute (EBPI)
2739 Public Health, Environmental and Occupational Health
Cross-Sectional Studies
10036 Medical Clinic
Child, Preschool
Female
Public Health
Sedentary Behavior
business
Cut-point
Switzerland
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 14712458
- Volume :
- 19
- Database :
- OpenAIRE
- Journal :
- BMC Public Health
- Accession number :
- edsair.doi.dedup.....2190daf4285cffbaf6a247a4d60add7b