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. 2021 Jan 27;8(1):e25019. doi: 10.2196/25019

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)