Table 1 Two-sample t-tests for correlations between population-level routine variability by sensing category and anxiety (low or no anxiety, high anxiety) & depression (low or no depression, high depression
From: Personalised modelling of routine variability and affective states
Anxiety | Depression | ||||
|---|---|---|---|---|---|
Categorya | df b | t-statistics (CI) | P value | t-statistics (CI) | P value |
vehicle | 32,341 | 0.32 (−0.62, 0.87) | 0.7497 | −0.61 (−0.99, 0.52) | 0.5429 |
bike | 32,341 | −2.58 (−1.0,−0.14) | 0.0098** | −1.77 (−0.83, 0.04) | 0.0767 |
foot | 6575 | 0.06 (−1.15, 1.23) | 0.9485 | 0.39 (−0.83, 1.25) | 0.6956 |
running | 32,341 | 0.94 (−0.14, 0.39) | 0.3498 | −3.1 (−0.69, −0.16) | 0.0019** |
still | 32,341 | −2.04 (−0.75, −0.02) | 0.0413* | 0.01 (−0.37, 0.38) | 0.994 |
walking | 32,341 | 6.43 (1.19, 2.24) | <0.001*** | 1.43 (−0.14, 0.92) | 0.1525 |
audio_amp_mean | 10,841 | 3.39 (1.84, 6.85) | <0.001*** | −1.38 (−4.14, 0.72) | 0.1678 |
audio_amp_std | 10,841 | 3.34 (1.48, 5.69) | <0.001*** | −0.66 (−2.72, 1.35) | 0.5091 |
convo_duration | 32,341 | −6.63 (−2.89, −1.57) | <0.001*** | −3.6 (−1.9, −0.56) | <0.001*** |
convo_num | 32,341 | −8.31 (−0.1,−0.06) | <0.001*** | −3.9 (−0.06,−0.02) | <0.001*** |
audio_voice | 32,341 | −8.07 (−0.02,−0.01) | <0.001*** | −4.9 (−0.01,−0.01) | <0.001*** |
call_in_duration | 6575 | 0.43 (−0.67,1.05) | 0.6642 | −2.81 (−1.82,−0.32) | 0.0050** |
call_in_num | 6575 | −0.23 (−0.05,0.04) | 0.8166 | −1.44 (−0.07,0.01) | 0.1495 |
call_miss_num | 6575 | 0.54 (−0.01,0.01) | 0.5924 | −1.11 (−0.01,0.0) | 0.2662 |
call_out_duration | 6575 | −0.92 (−1.28,0.46) | 0.3559 | −2.66 (−1.8,−0.27) | 0.0079** |
call_out_num | 6575 | −0.6 (−0.06,0.03) | 0.5458 | −2.43 (−0.1,−0.01) | 0.0152* |
light_mean | 5869 | −1.09 (−0.66, 0.19) | 0.2763 | 0.73 (−0.24,0.53) | 0.4632 |
light_std | 5869 | 0.6 (−48.33, 91.09) | 0.5477 | 0.29 (-53.77,72.8) | 0.7682 |
loc_dist | 27,339 | −0.32 (−20.79, 14.92) | 0.7474 | −1.5 (−31.97, 4.21) | 0.1325 |
loc_max_dist_from_campus | 27,325 | −0.41 (−20.23, 13.24) | 0.6826 | −1.5 (−29.94, 3.96) | 0.1331 |
loc_visit_num | 274,23 | −1.66 (−0.02,0.0) | 0.0976 | −3.31 (−0.02,−0.01) | <0.001*** |
other_playing_duration | 25,775 | 2.92 (0.5,2.56) | 0.0035** | 4.86 (1.58,3.72) | <0.001*** |
other_playing_num | 25,775 | 1.2 (−0.0,0.02) | 0.229 | 2.41 (0.0, 0.03) | 0.0158* |
sms_in_num | 6575 | 2.27 (0.02, 0.25) | 0.0234* | −0.12 (−0.11, 0.09) | 0.9075 |
sms_out_num | 6575 | 1.14 (−0.05, 0.18) | 0.2547 | −3.89 (−0.29, −0.1) | <0.001*** |
unlock_duration | 32,341 | 2.92 (0.21, 1.08) | 0.0035** | 9.14 (1.61, 2.49) | <0.001*** |
unlock_num | 32,341 | 2.66 (0.01, 0.07) | 0.0077** | 5.47 (0.06, 0.12) | <0.001*** |
