Table 3. Linear correlation coefficients (r) between individual weekend and weekday features and PHQ-9 scores, and their 95% confidence intervals.
Feature | Weekday | Weekend | ||||
---|---|---|---|---|---|---|
Baseline (n = 46) | Follow-up (n = 38) | Change (n = 38) | Baseline (n = 46) | Follow-up (n = 38) | Change (n = 38) | |
Location variance | −0.15 ± 0.008 | −0.20 ± 0.008 | −0.22 ± 0.009 | −0.31 ± 0.008 | −0.47 ±0.007 | −0.39 ± 0.008 |
Circadian movement | −0.22 ± 0.007 | −0.28 ± 0.008 | −0.25 ± 0.009 | −0.35 ± 0.007 | −0.51 ±0.006 | −0.36 ± 0.008 |
Speed mean | −0.00 ± 0.008 | −0.06 ± 0.005 | 0.03 ± 0.008 | −0.13 ± 0.005 | −0.06 ± 0.006 | 0.05 ± 0.009 |
Speed variance | −0.05 ± 0.008 | −0.07 ± 0.005 | 0.02 ± 0.007 | −0.13 ± 0.004 | −0.05 ± 0.006 | 0.10 ± 0.008 |
Total distance | −0.20 ± 0.004 | −0.15 ± 0.005 | −0.01 ± 0.006 | −0.25 ± 0.004 | −0.20 ± 0.005 | −0.03 ± 0.006 |
Number of clusters | −0.19 ± 0.006 | −0.25 ± 0.005 | −0.14 ± 0.008 | −0.34 ± 0.006 | −0.46 ±0.004 | −0.32 ± 0.007 |
Entropy | −0.21 ± 0.007 | −0.34 ± 0.006 | −0.20 ± 0.009 | −0.30 ± 0.008 | −0.55 ±0.004 | −0.38 ± 0.008 |
Normalized entropy | −0.21 ± 0.008 | −0.39 ± 0.006 | −0.24 ± 0.009 | −0.28 ± 0.008 | −0.54 ± 0.004 | −0.41 ± 0.009 |
Raw entropy | 0.05 ± 0.008 | −0.04 ± 0.008 | 0.01 ± 0.010 | 0.04 ± 0.008 | −0.01 ± 0.008 | 0.03 ± 0.009 |
Home stay | 0.19 ± 0.008 | 0.37 ± 0.006 | 0.23 ± 0.009 | 0.23 ± 0.007 | 0.50 ± 0.004 | 0.35 ± 0.008 |
Transition time | −0.27 ± 0.006 | −0.29 ± 0.006 | −0.14 ± 0.010 | −0.36 ± 0.006 | −0.32 ± 0.008 | −0.06 ± 0.009 |