Table 3.
Sedentary |
Light low |
Light high |
MVPA |
||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Se | Sp | AUC | Count/15 s | Count/15 s | Se | Sp | AUC | Count/15 s | Se | Sp | AUC | Count/15 s | |
Criteria: maximizing the sum of sensitivity plus specificity | |||||||||||||
Normal filter | |||||||||||||
–Intensity based on activity types | 91.4 | 61.5 | 0.73 | 0–0 | 0–1 | 76.4 | 88.1 | 0.80 | 1–107 | 95.1 | 93.5 | 0.96 | ≥ 108 |
–Intensity based on measured METS | |||||||||||||
Where 1 MET = 3.5 mL/kg/min | 84.7 | 69.0 | 0.74 | 0–0 | 1–30 | 83.9 | 85.5 | 0.86 | 31–82 | 94.0 | 86.0 | 0.87 | ≥ 83 |
Where 1 MET = 3 mL/kg/min | 88.2 | 61.5 | 0.72 | 0–0 | 0–1 | 84.1 | 77.0 | 0.79 | 1–81 | 90.0 | 90.0 | 0.90 | ≥ 82 |
Low frequency extension filter | |||||||||||||
–Intensity based on activity types | 78.8 | 81.4 | 0.79 | 0–0 | 1–5 | 85.0 | 82.1 | 0.85 | 6–149 | 95.4 | 93.7 | 0.97 | ≥ 150 |
–Intensity based on measured METS | |||||||||||||
Where 1 MET = 3.5 mL/kg/min | 78.1 | 76.6 | 0.77 | 0–5 | 6–48 | 85.0 | 84.1 | 0.87 | 49–138 | 90.7 | 87.8 | 0.89 | ≥ 139 |
Where 1 MET = 3.0 mL/kg/min | 73.3 | 80.3 | 0.76 | 0–0 | 1–16 | 82.4 | 78.2 | 0.82 | 17–120 | 87.6 | 90.3 | 0.91 | ≥ 121 |
Criteria: balancing the number of false positives and false negatives | |||||||||||||
Normal filter | |||||||||||||
–Intensity based on activity types | 91.4 | 61.5 | 0.73 | 0–0 | 0–0 | 76.4 | 88.1 | 0.80 | 0–193 | 84.5 | 97.3 | 0.96 | ≥ 194 |
–Intensity based on measured METS | |||||||||||||
Where 1 MET = 3.5 mL/kg/min | 84.7 | 69.0 | 0.74 | 0–0 | 1–81 | 74.4 | 92.8 | 0.74 | 82–330 | 59.9 | 95.5 | 0.87 | ≥ 331 |
Where 1 MET = 3.0 mL/kg/min | 88.2 | 61.5 | 0.72 | 0–0 | 1–17 | 74.4 | 86.1 | 0.79 | 18–190 | 76.0 | 95.7 | 0.90 | ≥ 191 |
Low frequency extension filter | |||||||||||||
–Intensity based on activity types | 78.8 | 81.4 | 0.79 | 0–0 | 1–7 | 82.8 | 84.3 | 0.85 | 8–239 | 85.2 | 97.4 | 0.97 | ≥ 240 |
–Intensity based on measured METS | |||||||||||||
Where 1 MET = 3.5 mL/kg/min | 76.8 | 77.9 | 0.77 | 0–4 | 5–11 | 73.5 | 92.3 | 0.87 | 112–363 | 58.8 | 95.3 | 0.89 | ≥ 364 |
Where 1 MET = 3.0 mL/kg/min | 73.3 | 80.3 | 0.76 | 0–0 | 1–39 | 73.0 | 86.3 | 0.82 | 40–230 | 76.0 | 95.6 | 0.91 | ≥ 231 |
AUC: area under the curve; MET: metabolic equivalent; mL/kg/min: milliliters of oxygen per kilogram per minute; MVPA: moderate to vigorous physical activity; Se: sensitivity; Sp: specificity.