Table 2.
Descriptive statistics of laboratory subjective impulsivity and impulsive behavior trait, and regression analysis of mobile sensor data as predictors of impulsivity trait scales and subscales.
Scale and subscale | Descriptive statistics, mean (SD) | Regression summary | Significant features | |
BIS-15 | 1.77 (0.36) | F4,21=1.36; P=.28; R2=0.055 | None | |
Motor | 1.74 (0.45) | F6,19=2.42; P=.07; R2=0.254 | Screen entropy (β=.24; P=.05) | |
Nonplanning | 1.84 (0.54) | F4,21=3.76; P=.02; R2=0.307 | Screen deviations (β=.33; P=.002) | |
Attention | 1.66 (0.49) | F2,23=1.19; P=.32; R2=0.015 | None | |
UPPS | 2.04 (0.36) | F4,21=3.48; P=.02; R2=0.284 | Call entropy (β=−.21; P=.01) | |
Urgency | 2.07 (0.66) | F7,18=1.16; P=.21; R2=0.135 | Call entropy (β=−.39; P=.04) | |
Lack of perseverance | 1.57 (0.42) | F4,21=3.35; P=.03; R2=0.273 | Screen deviations (β=.22; P=.006) | |
Lack of premeditation | 1.73 (0.35) | F4,21=1.27; P=.31; R2=0.042 | None | |
Sensation seeking | 2.66 (0.64) | F9,16=5.54; P=.002; R2=0.621 | Battery frequency (β=.27; P=.01); screen usage (β=.39; P=.01); call entropy (β=−.60; P=.001) |