Table 6.
Cohort | Stride length | ||||||
---|---|---|---|---|---|---|---|
INDIP mean and CI [m] | Single wearable device mean and CI [m] | Bias and LoA [m] | Absolute error [m] | Relative error [%] | ICC (2,1) | Performance index | |
SLA | |||||||
HA | 0.81 [0.79, 0.83] | 0.93 [0.91, 0.94] | 0.12 [− 0.24, 0.48] | 0.15 [0.14, 0.17] | 25.9 [23.2, 28.6] | 0.58 [0.53, 0.63] | 0.582 |
CHF | 0.93 [0.90, 0.95] | 1.00 [0.98, 1.02] | 0.07 [− 0.34, 0.49] | 0.16 [0.15, 0.18] | 25.3 [22.4, 28.1] | 0.70 [0.65, 0.74] | 0.663 |
COPD | 0.85 [0.83, 0.87] | 1.03 [1.02, 1.05] | 0.18 [− 0.20, 0.57] | 0.21 [0.19, 0.22] | 31.2 [28.0, 34.3] | 0.28 [0.21, 0.36] | 0.381 |
MS | 0.82 [0.79, 0.85] | 1.02 [0.99, 1.04] | 0.19 [− 0.22, 0.61] | 0.21 [0.19, 0.24] | 34.1 [29.3, 38.8] | 0.41 [0.32, 0.50] | 0.462 |
PD | 0.82 [0.79, 0.85] | 0.93 [0.90, 0.95] | 0.11 [− 0.31, 0.52] | 0.17 [0.15, 0.18] | 26.5 [23.0, 30.0] | 0.60 [0.54, 0.66] | 0.607 |
PFF | 0.75 [0.73, 0.78] | 0.86 [0.84, 0.87] | 0.10 [− 0.32, 0.52] | 0.17 [0.15, 0.19] | 29.3 [25.2, 33.4] | 0.36 [0.26, 0.46] | 0.465 |
SLB | |||||||
HA | 0.81 [0.79, 0.83] | 0.97 [0.95, 0.98] | 0.16 [− 0.20, 0.52] | 0.18 [0.17, 0.19] | 29.6 [26.7, 32.5] | 0.52 [0.47, 0.57] | 0.546 |
CHF | 0.93 [0.90, 0.95] | 1.04 [1.02, 1.07] | 0.12 [− 0.30, 0.53] | 0.17 [0.16, 0.19] | 27.4 [24.2, 30.5] | 0.66 [0.61, 0.71] | 0.604 |
COPD | 0.85 [0.83, 0.87] | 1.08 [1.06, 1.09] | 0.23 [− 0.16, 0.62] | 0.24 [0.23, 0.25] | 35.8 [32.5, 39.1] | 0.20 [0.12, 0.27] | 0.345 |
MS (*SLB) | 0.82 [0.79, 0.85] | 0.99 [0.96, 1.01] | 0.16 [− 0.24, 0.57] | 0.19 [0.17, 0.21] | 31.2 [26.7, 35.7] | 0.47 [0.38, 0.55] | 0.487 |
PD | 0.82 [0.79, 0.85] | 0.97 [0.94, 0.99] | 0.15 [− 0.27, 0.56] | 0.19 [0.17, 0.20] | 29.7 [25.9, 33.4] | 0.55 [0.48, 0.62] | 0.537 |
PFF | 0.75 [0.73, 0.78] | 0.89 [0.88, 0.91] | 0.14 [− 0.28, 0.56] | 0.18 [0.16, 0.20] | 32.2 [27.8, 36.6] | 0.31 [0.20, 0.40] | 0.448 |
SLC | |||||||
HA | 0.81 [0.79, 0.83] | 0.91 [0.90, 0.92] | 0.10 [− 0.31, 0.50] | 0.17 [0.16, 0.18] | 29.0 [26.2, 31.8] | 0.42 [0.36, 0.48] | 0.509 |
CHF | 0.93 [0.90, 0.95] | 0.98 [0.96, 0.99] | 0.05 [− 0.47, 0.56] | 0.21 [0.19, 0.22] | 30.3 [26.9, 33.8] | 0.46 [0.39, 0.52] | 0.473 |
COPD | 0.85 [0.83, 0.87] | 0.95 [0.94, 0.96] | 0.10 [− 0.32, 0.52] | 0.18 [0.17, 0.19] | 26.9 [24.2, 29.6] | 0.26 [0.19, 0.34] | 0.420 |
MS | 0.82 [0.79, 0.85] | 0.95 [0.94, 0.97] | 0.13 [− 0.32, 0.58] | 0.20 [0.18, 0.22] | 32.6 [27.9, 37.3] | 0.22 [0.11, 0.32] | 0.387 |
PD | 0.82 [0.79, 0.85] | 0.91 [0.89, 0.93] | 0.09 [− 0.35, 0.53] | 0.18 [0.17, 0.20] | 30.5 [26.7, 34.4] | 0.45 [0.37, 0.53] | 0.498 |
PFF | 0.75 [0.73, 0.78] | 0.85 [0.84, 0.86] | 0.09 [− 0.36, 0.54] | 0.21 [0.19, 0.22] | 34.5 [30.7, 38.4] | 0.11 [0.00, 0.22] | 0.328 |
SLD | |||||||
HA | 0.81 [0.79, 0.83] | 0.88 [0.86, 0.90] | 0.07 [− 0.62, 0.76] | 0.28 [0.26, 0.30] | 41.9 [38.2, 45.5] | 0.14 [0.06, 0.21] | 0.250 |
CHF | 0.93 [0.90, 0.95] | 0.90 [0.88, 0.93] | − 0.03 [− 0.84, 0.79] | 0.33 [0.30, 0.35] | 42.3 [38.1, 46.6] | 0.10 [0.01, 0.19] | 0.205 |
COPD | 0.85 [0.83, 0.87] | 0.93 [0.91, 0.96] | 0.08 [− 0.63, 0.80] | 0.29 [0.27, 0.31] | 40.4 [36.9, 43.9] | 0.03 [− 0.05, 0.11] | 0.200 |
MS | 0.82 [0.79, 0.85] | 0.92 [0.89, 0.96] | 0.10 [− 0.59, 0.78] | 0.28 [0.25, 0.30] | 41.3 [35.2, 47.4] | 0.15 [0.04, 0.26] | 0.250 |
PD | 0.82 [0.79, 0.85] | 0.85 [0.82, 0.88] | 0.03 [− 0.73, 0.79] | 0.30 [0.28, 0.33] | 44.9 [39.3, 50.5] | 0.10 [0.00, 0.20] | 0.225 |
PFF | 0.75 [0.73, 0.78] | 0.85 [0.81, 0.88] | 0.09 [− 0.67, 0.85] | 0.30 [0.27, 0.33] | 47.7 [42.0, 53.5] | − 0.04 [− 0.14, 0.07] | 0.172 |
Stride length obtained from the INDIP and the single wearable device, bias, limits of agreement (LoA) and intra class correlation (ICC(2,1)) for comparison between systems, and overall performance index for the SL algorithms. In italicface: recommended algorithms
HA healthy adults; PD Parkinson’s disease; MS multiple sclerosis; COPD chronic obstructive pulmonary disease; CHF congestive heart failure; PFF proximal femoral fracture; CI confidence intervals, LoA limits of agreement, ICC intra class correlation