From: Use of a wearable accelerometer to evaluate physical frailty in people receiving haemodialysis
ActivPal measures | AUC (95% CI) | P-value | K-S | Cut-off | Prevalence, n (%) | SENS | SPEC | PPV | NPV | Accuracy |
---|---|---|---|---|---|---|---|---|---|---|
Daily steps/h (n°) | 0.67 (0.53–0.82) | 0.022 | 0.41 | ≤ 173.5 | 26 (45.6) | 71.4% | 69.4% | 0.58 | 0.81 | 70.2% |
Daily sit to stands/h (n°) | 0.65 (0.51–0.80) | 0.040 | 0.33 | ≤ 2.0 | 20 (35.1) | 52.4% | 75.0% | 0.55 | 0.73 | 66.7% |
Time spent sitting/lying (%) | 0.48 (0.31–0.64) | 0.773 | 0.08 | ≥ 71.05 | 49 (86.0) | 81.0% | 11.1% | 0.35 | 0.50 | 36.8% |
Time spent standing/stepping (%) | 0.52 (0.36–0.69) | 0.773 | 0.13 | ≤ 18.73 | 28 (49.1) | 57.1% | 55.6% | 0.43 | 0.69 | 56.1% |
Step cadence < 60 s/min | ||||||||||
Number of steps/h (n°) | 0.57 (0.41–0.72) | 0.411 | 0.21 | ≥ 38.28 | 24 (42.1) | 28.6% | 50.0% | 0.25 | 0.55 | 42.1% |
Step cadence 60–79 s/min | ||||||||||
Number of steps/h (n°) | 0.54 (0.38–0.70) | 0.638 | 0.16 | ≤ 32.06 | 24 (42.1) | 52.4% | 63.9% | 0.46 | 0.70 | 59.6% |
Step cadence 80–99 s/min | ||||||||||
Number of steps/h (n°) | 0.62 (0.46–0.78) | 0.138 | 0.26 | ≤ 62.72 | 26 (45.6) | 61.9% | 63.9% | 0.50 | 0.74 | 63.2% |
Step cadence 100–119 s/min | ||||||||||
Number of steps/h (n°) | 0.78 (0.65–0.90) | < 0.001 | 0.50 | ≤ 13.68 | 20 (35.1) | 66.7% | 83.3% | 0.70 | 0.81 | 77.2% |
Step cadence ≥ 100 s/min | ||||||||||
Number of steps/h (n°) | 0.77 (0.63–0.90) | < 0.001 | 0.50 | ≤ 14.17 | 20 (35.1) | 66.7% | 83.3% | 0.70 | 0.81 | 77.2% |
Step cadence ≥ 120 s/min | ||||||||||
Number of steps/h (n°) | 0.73 (0.59–0.87) | 0.001 | 0.44 | ≤ 0.83 | 25 (43.9) | 71.4% | 72.2% | 0.60 | 0.81 | 71.9% |