ActiGraph GT3X+cut-points for identifying sedentary behaviour in older adults in free-living environments

Aguilar-Farias, Nicolas; Brown, Wendy J.; Peeters, G. M. E. E. (Geeske)

Abstract

Objectives: To determine the ActiGraph GT3X+ cut-points with the highest accuracy for estimating time spent in sedentary behaviour in older adults in free-living environments. ActivPAL(3Tm) was used as the reference standard. Design: Cross-sectional study. Methods: 37 participants (13 males and 24 females, 73.5 +/- 7.3 years old) wore an ActiGraph GT3X+ and an ActivPAL(3Tm) for 7 consecutive days. For ActivPAL(3TM), variables were created based on posture. For ActiGraph GT3X+, sedentary behaviour was defined as (1) vector magnitude and (2) vertical axis counts for 1-s, 15-s and 1-min epochs, with cut-points for 1-s epochs of 1 to 10 counts, for 15-s epochs of 1 to 100 counts and for 1-min epochs of 1 to 400 counts. For each of the ActiGraph GT3X+ cut-points, area under the receiver operating characteristic curve (area under the curve), sensitivity, specificity, and percentage correctly classified were calculated. Bias and 95% limits of agreement were calculated using the Bland-Altman method. Results: The highest areas under the curve were obtained for the vector magnitude cut-points: 1 count/s, 70 counts/15-s, and 200 counts/min; and for the vertical axis cut-points: 1 count/s, 10counts/15-s and 25 counts/min. Mean biases ranged from -4.29 to 124.28 min/day. The 95% limits of agreement for these cut-points were +/- 2h suggesting great inter-individual variation. Conclusions: The results suggest that cut-points are dependent on unit of analyses (i.e. epoch length and axes); cut-points for a given epoch length and axis cannot simply be extrapolated to other epoch lengths. Limitations regarding inter-individual variability and misclassification of standing activity as sitting/lying must be considered. (C) 2013 Sports Medicine Australia. Published by Elsevier Ltd. All rights reserved.

Más información

Título según WOS: ID WOS:000336240200010 Not found in local WOS DB
Título de la Revista: JOURNAL OF SCIENCE AND MEDICINE IN SPORT
Volumen: 17
Número: 3
Editorial: ELSEVIER SCI LTD
Fecha de publicación: 2014
Página de inicio: 293
Página final: 299
DOI:

10.1016/j.jsams.2013.07.002

Notas: ISI