Table 3. Results of the multiple linear regression models on the association between the independent variables (NYHA class, age, sex, walking aid use) and the dependent variables (grip strengths, digital mobility outcomes).
| Time | Overall model |
NYHA class |
Age | Sex | Walking aid use |
|||||||||||||
| n | R2
adjusted |
Regression equation F(df, residual) |
P−value | β | P−value | β | P−value | β | P−value | β | P−value | |||||||
| Age in years; sex: 0 for male and 1 for female; walking aid use: 0 for none and 1 for any walking aid use; β: standardized beta coefficient per one unit of the respective variable. R2: coefficient of determination; SPPB: Short Physical Performance Battery; NYHA = New York Heart Association. | ||||||||||||||||||
| Hand grip strength [kg] | Admission | 50 | 0.62 | F(4, 46) = 21.098 | < 0.01 | −0.15 | 0.10 | −0.21 | 0.03 | −0.68 | < 0.01 | −0.08 | 0.36 | |||||
| Discharge | 37 | 0.62 | F(4, 33) = 16.306 | < 0.01 | −0.15 | 0.19 | −0.30 | 0.01 | −0.55 | < 0.01 | −0.03 | 0.78 | ||||||
| Mobility-related activity |
Digital mobility outcome | |||||||||||||||||
| Static balance (based on SPPB semi-tandem stance position test performance) |
Area, m2/s5 | Admission | 45 | −0.03 | F(4, 41) = 0.633 | 0.64 | −0.05 | 0.75 | 0.25 | 0.14 | −0.04 | 0.81 | −0.06 | 0.71 | ||||
| Discharge | 41 | −0.09 | F(4, 37) = 0.132 | 0.97 | −0.07 | 0.70 | −0.01 | 0.96 | 0.12 | 0.52 | 0.00 | 0.98 | ||||||
| Path, m/s2 | Admission | 45 | 0.01 | F(4, 41) = 0.921 | 0.46 | −0.28 | 0.09 | 0.11 | 0.49 | 0.10 | 0.52 | −0.07 | 0.66 | |||||
| Discharge | 41 | 0.09 | F(4, 37) = 1.958 | 0.12 | −0.39 | 0.02 | 0.00 | 1.00 | −0.08 | 0.64 | 0.14 | 0.37 | ||||||
| Acceleration, m/s2 | Admission | 45 | 0.00 | F(4, 41) = 1.002 | 0.42 | −0.07 | 0.65 | 0.27 | 0.10 | −0.06 | 0.72 | −0.15 | 0.34 | |||||
| Discharge | 41 | −0.08 | F(4, 37) = 0.213 | 0.93 | −0.10 | 0.57 | 0.00 | 1.00 | 0.13 | 0.48 | −0.08 | 0.65 | ||||||
| Jerk, cm/s³ | Admission | 45 | −0.03 | F(4, 41) = 0.706 | 0.59 | −0.15 | 0.37 | 0.25 | 0.13 | 0.00 | 0.99 | −0.03 | 0.84 | |||||
| Discharge | 41 | −0.06 | F(4, 37) = 0.379 | 0.82 | −0.20 | 0.24 | 0.02 | 0.91 | 0.01 | 0.94 | 0.05 | 0.77 | ||||||
| Mean frequency, Hz | Admission | 45 | −0.03 | F(4, 41) = 0.721 | 0.58 | −0.01 | 0.97 | 0.11 | 0.51 | −0.26 | 0.12 | 0.05 | 0.74 | |||||
| Discharge | 41 | −0.05 | F(4, 37) = 0.496 | 0.74 | 0.05 | 0.75 | 0.10 | 0.57 | −0.23 | 0.20 | −0.03 | 0.86 | ||||||
| Sit-to-stand (based on Timed Up and Go test performance) |
Total duration, s | Admission | 21 | 0.06 | F(4,17) = 1.339 | 0.30 | 0.11 | 0.64 | −0.20 | 0.37 | 0.22 | 0.36 | 0.35 | 0.12 | ||||
| Discharge | 25 | 0.25 | F(4, 21) = 3.124 | 0.04 | 0.03 | 0.86 | 0.17 | 0.37 | 0.44 | 0.03 | 0.31 | 0.09 | ||||||
| Total trunk flexion, ° | Admission | 21 | 0.41 | F(4,17) = 4.623 | 0.01 | −0.19 | 0.30 | −0.15 | 0.40 | 0.48 | 0.02 | −0.48 | 0.01 | |||||
| Discharge | 25 | 0.02 | F(4, 21) = 1.128 | 0.37 | 0.02 | 0.92 | 0.32 | 0.14 | 0.06 | 0.79 | −0.24 | 0.24 | ||||||
| Maximum trunk flexion velocity, °/s | Admission | 21 | 0.03 | F(4,17) = 1.139 | 0.37 | −0.23 | 0.34 | 0.16 | 0.48 | 0.44 | 0.08 | −0.06 | 0.80 | |||||
| Discharge | 25 | −0.08 | F(4, 21) = 0.522 | 0.72 | 0.03 | 0.90 | 0.28 | 0.23 | −0.14 | 0.53 | −0.11 | 0.60 | ||||||
| Maximum trunk extension velocity, °/s | Admission | 21 | −0.25 | F(4,17) = 2.719 | 0.06 | 0.24 | 0.26 | −0.13 | 0.50 | 0.02 | 0.93 | −0.60 | < 0.01 | |||||
| Discharge | 25 | −0.19 | F(4, 21) = 2.429 | 0.08 | 0.06 | 0.77 | −0.23 | 0.24 | −0.01 | 0.69 | −0.49 | 0.01 | ||||||
| Walking (based on SPPB 4-meter walk test performance) |
Gait speed, m/s | Admission | 51 | 0.22 | F(4, 47) = 4.602 | < 0.01 | 0.19 | 0.16 | 0.07 | 0.59 | −0.24 | 0.07 | −0.49 | < 0.01 | ||||
| Discharge | 46 | 0.13 | F(4, 42) = 2.648 | 0.05 | 0.04 | 0.79 | −0.13 | 0.40 | −0.17 | 0.28 | −0.37 | 0.01 | ||||||
| Number of steps | Admission | 51 | −0.01 | F(4, 47) =0.925 | 0.46 | −0.22 | 0.14 | 0.02 | 0.89 | 0.13 | 0.40 | 0.19 | 0.19 | |||||
| Discharge | 46 | −0.01 | F(4, 42) = 0.892 | 0.48 | −0.07 | 0.66 | 0.19 | 0.24 | 0.13 | 0.44 | 0.11 | 0.45 | ||||||
| Step-time, s | Admission | 51 | 0.09 | F(4, 47) = 2.289 | 0.07 | 0.04 | 0.78 | −0.22 | 0.13 | 0.01 | 0.96 | 0.33 | 0.02 | |||||
| Discharge | 46 | 0.07 | F(4, 42) = 1.864 | 0.14 | 0.02 | 0.88 | −0.20 | 0.21 | 0.07 | 0.64 | 0.33 | 0.03 | ||||||
| Step-time variability, SD (step time)/(m/s) | Admission | 51 | −0.06 | F(4, 47) = 0.286 | 0.89 | −0.02 | 0.92 | −0.05 | 0.75 | −0.06 | 0.70 | 0.12 | 0.41 | |||||
| Discharge | 46 | −0.02 | F(4, 42) = 0.777 | 0.55 | −0.04 | 0.79 | −0.06 | 0.69 | 0.24 | 0.15 | 0.12 | 0.45 | ||||||
Stance time/swing time ratio,
|
Admission | 51 | 0.05 | F(4, 47) = 1.653 | 0.18 | −0.13 | 0.38 | −0.07 | 0.64 | 0.10 | 0.48 | 0.33 | 0.02 | |||||
| Discharge | 46 | 0.04 | F(4, 42) = 1.526 | 0.21 | 0.00 | 1.00 | 0.05 | 0.77 | 0.14 | 0.40 | 0.30 | 0.05 | ||||||
| Double support time, s/(m/s) |
Admission | 51 | −0.02 | F(4, 47) = 0.732 | 0.58 | −0.03 | 0.85 | −0.07 | 0.64 | −0.02 | 0.92 | 0.23 | 0.12 | |||||
| Discharge | 46 | 0.03 | F(4, 42) = 1.315 | 0.28 | 0.02 | 0.92 | −0.08 | 0.59 | 0.11 | 0.51 | 0.30 | 0.05 | ||||||
| Double support time variability, SD (double support time)/(m/s) |
Admission | 51 | −0.05 | F(4, 47) = 0.365 | 0.83 | −0.04 | 0.78 | −0.03 | 0.86 | −0.15 | 0.34 | 0.04 | 0.80 | |||||
| Discharge | 46 | −0.08 | F(4, 42) = 0.161 | 0.96 | −0.06 | 0.73 | −0.02 | 0.90 | 0.13 | 0.45 | 0.02 | 0.92 | ||||||
| Asymmetry index α, α/(m/s) |
Admission | 46 | −0.03 | F(4, 42) = 0.705 | 0.59 | −0.13 | 0.43 | −0.04 | 0.81 | −0.09 | 0.57 | 0.18 | 0.26 | |||||
| Discharge | 40 | 0.02 | F(4, 36) = 1.188 | 0.33 | 0.11 | 0.50 | −0.03 | 0.86 | 0.24 | 0.18 | 0.15 | 0.36 | ||||||
