Table 2.
Predictive validity of gait characteristics using univariate logistic regression (n = 112).
| Independent variables | Mean ± SD | p value | SE | Spe | Sen | Acc |
|---|---|---|---|---|---|---|
| Step length at TD/BH | 0.33 ±0.10 | 0.036* | 3.55 | 68.4 | 54.5 | 61.6 |
| Step width at TD/BH | 0.10 ±0.03 | 0.642 | 7.26 | 63.2 | 32.7 | 48.2 |
| Gait speed (m/s) | 1.13 ±0.18 | 0.291 | 1.08 | 64.9 | 45.5 | 55.4 |
| COM relative position at TD/BH | 0.19 ±0.06 | 0.003* | 7.12 | 63.2 | 63.6 | 63.4 |
| COM relative velocity at TD (m/s) | 1.17 ±0.20 | 0.313 | 0.99 | 66.7 | 47.3 | 57.1 |
| Trunk angle at TD (rad) | 1.53 ±0.08 | 0.562 | 2.51 | 66.7 | 36.4 | 51.8 |
| R thigh angle at TD (rad) | 1.94 ±0.12 | 0.006* | 2.17 | 66.7 | 63.6 | 65.2 |
| R shank angle at TD (rad) | 1.79 ±0.15 | 0.128 | 1.47 | 50.9 | 52.7 | 51.8 |
| R foot angle at TD (rad) | 0.18 ±0.12 | 0.130 | 1.57 | 64.9 | 49.1 | 57.1 |
| Trunk velocity at TD (rad/s) | 0.31 ±0.22 | 0.939 | 0.88 | 100 | 0 | 50.9 |
| R thigh velocity at TD (rad/s) | 0.36 ± 0.52 | 0.171 | 6.7 | 66.7 | 47.3 | 57.1 |
| R shank velocity at TD (rad/s) | −2.02 ± 0.65 | 0.025* | 0.32 | 66.7 | 60.0 | 63.4 |
| R foot velocity at TD (rad/s) | −3.62 ±1.56 | 0.019* | 0.13 | 59.6 | 56.4 | 58.0 |
| L foot AP acc in pre-LO (m/s2) | 16.1 ±5.3 | 0.886 | 0.04 | 100 | 0 | 50.9 |
| L foot VT acc in pre-LO (m/s2) | 9.0 ± 3.4 | 0.317 | 0.06 | 54.4 | 47.3 | 50.9 |
| R AP GRF in post-TD/BM | −1.33 ±0.57 | 0.105 | 0.34 | 61.4 | 52.7 | 57.1 |
| R VT GRF in post-TD/BM | 7.07 ±2.19 | 0.829 | 0.09 | 75.4 | 32.7 | 54.5 |
| L AP GRF in pre-LO/BM | 1.48 ±0.48 | 0.382 | 0.39 | 58.6 | 41.8 | 50.9 |
| L VT GRF in pre-LO/BM | 8.69 ±1.71 | 0.031* | 0.11 | 68.4 | 47.3 | 58.0 |
| MMT at TD (kg·m/s) | 87.8 ±19.9 | 0.023* | 0.01 | 68.4 | 52.7 | 60.7 |
| MMT at LO (kg·m/s) | 71.5 ±15.5 | 0.121 | 0.01 | 68.4 | 43.6 | 56.3 |
| MMT from TD to LO (kg·m/s) | −16.3 ±10.7 | 0.002* | 0.03 | 73.7 | 63.6 | 68.8 |
Denotes p value < 0.05.
TD: Right foot touchdown; LO: Left foot lift off; BH: body height; BM: body mass; AP: anteroposterior; VT: vertical; MMT: momentum; SE: standard error; Spe: specificity in percentage; Sen: sensitivity in percentage; and Acc: overall accuracy in percentage. Specificity denotes recovery prediction and sensitivity denotes fall prediction.