Table 4.
ROC analysis for different ambulatory categories for 15 s and 1 min epochs.
15 s | |||||||||
Waist | Ankle | ||||||||
Axis | Cat. | Sen. | Spec. | AUC | Cut-Point | Sen. | Spec. | AUC | Cut-Point |
V | Non-amb. | 0.80 | 0.87 | 0.92 | ≤41 | 0.96 | 0.99 | 0.99 | ≤184 |
0.41–0.8 | 0.70 | 0.57 | 0.60 | 42–372 | 0.75 | 0.83 | 0.79 | 185–1363 | |
0.81–1.2 | 0.58 | 0.74 | 0.66 | 373–502 | 0.79 | 0.91 | 0.91 | 1364–2851 | |
VM | |||||||||
Non-amb. | 0.95 | 0.93 | 0.97 | ≤140 | 0.96 | 0.99 | 0.99 | ≤401 | |
0.41–0.8 | 0.76 | 0.59 | 0.61 | 141–572 | 0.82 | 0.88 | 0.83 | 402–1862 | |
0.81–1.2 | 0.71 | 0.81 | 0.81 | 573–990 | 0.83 | 0.86 | 0.92 | 1863–3265 | |
1 min | |||||||||
Waist | Ankle | ||||||||
Axis | Cat. | Sen. | Spec. | AUC | Cut-Point | Sen. | Spec. | AUC | Cut-Point |
V | Non-amb. | 0.77 | 0.92 | 0.91 | ≤270 | 0.92 | 0.99 | 0.98 | ≤570 |
0.41–0.8 | 0.65 | 0.65 | 0.60 | 271–1458 | 0.76 | 0.76 | 0.76 | 571–4445 | |
0.81–1.2 | 0.53 | 0.79 | 0.63 | 1459–2055 | 0.73 | 0.89 | 0.84 | 4446–10,793 | |
VM | |||||||||
Non-amb. | 0.92 | 0.91 | 0.95 | ≤491 | 0.96 | 0.92 | 0.98 | ≤779 | |
0.41–0.8 | 0.72 | 0.66 | 0.61 | 492–2254 | 0.75 | 0.89 | 0.80 | 780–7200 | |
0.81–1.2 | 0.64 | 0.90 | 0.76 | 2255–4058 | 0.80 | 0.86 | 0.84 | 7201–12,487 |
Abbreviations: V (vertical counts), VM (vector magnitude counts), Cat (category), Sen (sensitivity), Spec (specificity), and Non-amb (non-ambulation). Speed categories are given in m/s.