Abstract
Wrist-based accelerometers are now common in assessing physical activity (PA) and
sedentary behaviour (SB) in population-based studies, but there is a scarcity of raw
acceleration cutpoints in older adults. The study aimed to determine and evaluate
wrist-based GENEActiv (GA) and hip-based ActiGraph GT3X+ (AG) raw acceleration
cutpoints for SB and moderate-to-vigorous PA (MVPA) in older adults ≥60 years of
age. A laboratory-based calibration analyses of 34 healthy older adults involved
receiver operator characteristic (ROC) curves to determine raw acceleration cutpoints
for SB and MVPA. ROC analysis revealed an area under the curve (AUC) of 0.88 for
GA SB and MVPA, and 0.90 for AG SB and 0.94 for AG MVPA. Sensitivity optimised
SB and specificity optimised MVPA GA cutpoints of 57 mg and 104 mg, and AG
cutpoints of 15 mg and 69 mg were also generated, respectively. Cross-validation
analysis revealed moderate agreement for GA and AG SB cutpoints, and fair to
substantial agreement for GA and AG MVPA cutpoints, respectively. The resultant
cutpoints can classify older adults as engaging in SB or not engaging in MVPA but the
sensitivity optimised SB cutpoints should be interpreted with a degree of caution due to
their modest cross-validation results.
Original language | English |
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Pages (from-to) | 1-11 |
Journal | Journal of Sports Sciences |
Early online date | 17 Dec 2018 |
DOIs | |
Publication status | E-pub ahead of print - 17 Dec 2018 |
Keywords
- Accelerometry
- activity monitors
- calibration
- cross-validation
- ageing