Cited by 2,677Physical Activity and HealthContext-Aware Activity Recognition SystemsObesity, Physical Activity, Diet

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Calibration of two objective measures of physical activity for children

Evenson, Kelly R., Catellier, Diane J., Gill, Karminder, Ondrak, Kristin S., McMurray, Robert G.·2008·Journal of Sports Sciences

DOI 10.1080/02640410802334196

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Abstract

A calibration study was conducted to determine the threshold counts for two commonly used accelerometers, the ActiGraph and the Actical, to classify activities by intensity in children 5 to 8 years of age. Thirty-three children wore both accelerometers and a COSMED portable metabolic system during 15 min of rest and then performed up to nine different activities for 7 min each, on two separate days in the laboratory. Oxygen consumption was measured on a breath-by-breath basis, and accelerometer data were collected in 15-s epochs. Using receiver operating characteristic curve (ROC) analysis, cutpoints that maximised both sensitivity and specificity were determined for sedentary, moderate and vigorous activities. For both accelerometers, discrimination of sedentary behaviour was almost perfect, with the area under the ROC curve at or exceeding 0.98. For both the ActiGraph and Actical, the discrimination of moderate (0.85 and 0.86, respectively) and vigorous activity (0.83 and 0.86, respectively) was acceptable, but not as precise as for sedentary behaviour. This calibration study, using indirect calorimetry, suggests that the two accelerometers can be used to distinguish differing levels of physical activity intensity as well as inactivity among children 5 to 8 years of age.

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Authors: Evenson, K. R., Catellier, D. J., Gill, K., Ondrak, K. S., & McMurray, R. G.
Affiliations: University of North Carolina at Chapel Hill (US)
Corresponding author: Evenson, Kelly R.
ORCID: Evenson, Kelly R.
Catellier, Diane J.
McMurray, Robert G.
Venue: Journal of Sports Sciences
Publisher: Informa UK Limited
Published: 2008-12-15
Volume: 26
Issue: 14
Pages: 1557-1565
ISSN: 0264-0414 (ISSN-L)
1466-447X
DOI: 10.1080/02640410802334196
OpenAlex: W2141170928
Cited by: 2,677
References: 43
Citations by year: 2026: 117 · 2025: 155 · 2024: 174 · 2023: 161 · 2022: 229 · 2021: 239 · 2020: 239 · 2019: 256 · 2018: 236 · 2017: 173 · 2016: 204 · 2015: 153 · 2014: 143 · 2013: 101 · 2012: 56
FWCI: 8.60
Type: journal article
Language: en
Open access: closed
Locations: Journal of Sports Sciences (publishedVersion)
PubMed (publishedVersion)
Funders: University of North Carolina at Chapel Hill
National Heart, Lung, and Blood Institute (U01HL066853)
Topics: Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
Keywords: accelerometer calibration, ActiGraph, Actical, physical activity intensity, children, sedentary behavior, oxygen consumption, indirect calorimetry, children aged 5-8
MeSH terms: Calibration, Calorimetry, Indirect, Equipment Design, Exercise Test, Female, Heart Rate, Humans, Male, Motor Activity, Oxygen Consumption, Physical Fitness, ROC Curve, Sensitivity and Specificity, Exercise, Actigraphy

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Calibration of two objective measures of physical activity for children

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