Final+submitted_sedentary+sphere_MSSE.pdf (3.01 MB)
Assessing sedentary behavior with the GENEActiv: introducing the sedentary sphere.
journal contributionposted on 2018-01-08, 09:43 authored by Alex V. Rowlands, Tim S. Olds, Melvyn Hillsdon, Richard Pulsford, Tina L. Hurst, Roger G. Eston, Sjaan R. Gomersall, Kylie Johnston, Joss Langford
BACKGROUND: The Sedentary Sphere is a method for the analysis, identification, and visual presentation of sedentary behaviors from a wrist-worn triaxial accelerometer. PURPOSE: This study aimed to introduce the concept of the Sedentary Sphere and to determine the accuracy of posture classification from wrist accelerometer data. METHODS: Three samples were used: 1) free living (n = 13, ages 20-60 yr); 2) laboratory based (n = 25, ages 30-65 yr); and 3) hospital inpatients (n = 10, ages 60-90 yr). All participants wore a GENEActiv on their wrist and activPAL on their thigh. The free-living sample wore an additional GENEActiv on the thigh and completed the Multimedia Activity Recall for Children and Adults. The laboratory-based sample wore the monitors while seated at a desk for 7 h, punctuated by 2 min of walking every 20 min. The free-living and inpatient samples wore the monitors for 24 h. Posture was classified from wrist-worn accelerometry using the Sedentary Sphere concept. RESULTS: Sitting time did not differ between the wrist GENEActiv and the activPAL in the free-living sample and was correlated in the three samples combined (rho = 0.9, P < 0.001), free-living and inpatient samples (r ≃ 0.8, P < 0.01). Mean intraindividual agreement was 85% ± 7%. In the laboratory-based and inpatient samples, sitting time was underestimated by the wrist GENEActiv by 30 min and 2 h relative to the activPAL, respectively (P < 0.05). Posture classification disagreed during reading while standing, cooking while standing, and brief periods during driving. Posture allocation validity was excellent when the GENEActiv was worn on the thigh, evidenced by the near-perfect agreement with the activPAL (96% ± 3%). CONCLUSIONS: The Sedentary Sphere enables determination of the most likely posture from the wrist-worn GENEActiv. Visualizing behaviors on the sphere displays the pattern of wrist movement and positions within that behavior.
Hospital inpatient data were part of a larger study funded jointly by the University of South Australia (Health Sciences Divisional Research Development Grant) and the Royal Adelaide Hospital Clinical Research Fund. Tina Hurst and Joss Langford are employed by Activinsights, the manufacturer of the GENEActiv.
CitationMedicine and Science in Sports and Exercise, 2014, 46 (6), pp. 1235-1247
Author affiliation/Organisation/COLLEGE OF LIFE SCIENCES/School of Medicine/Diabetes Research Centre
- AM (Accepted Manuscript)