Table 6.
Averages ± SEs and P-values (α = 0.05) of the features during baseline (N = 7373) and opioid administration events (N = 5076) across all subjects.
Feature | Baseline | Opioid | P |
---|---|---|---|
ACCX_Mean | −12.61 ± 0.40 | −13.88 ± 0.48 | 0.0810 |
ACCY_Mean | −0.50 ± 0.28 | −4.52 ± 0.33 | <0.00001 |
ACCZ_Mean | 14.61 ± 0.26 | 16.22 ± 0.33 | <0.00001 |
ACCX_Variance | 400.46 ± 3.79 | 411.65 ± 5.57 | 0.0005 |
ACCY_Variance | 627.07 ± 6.39 | 515.52 ± 7.18 | <0.00001 |
ACCZ_Variance | 527.32 ± 4.64 | 479.79 ± 5.73 | <0.00001 |
ACCX_D | 7176 ± 1835 | 3645 ± 1552 | 0.0002 |
ACCY_D | 37,598 ± 8305 | 20,393 ± 5714 | 0.0013 |
ACCZ_D | 12,789 ± 5120 | 4515 ± 1156 | 0.0054 |
EDA_Mean | 1.41 ± 0.05 | 0.72 ± 0.003 | <0.00001 |
EDA_Variance | 1.79 ± 0.34 | 0.45 ± 0.01 | <0.00001 |
EDA_D | 53,300 ± 16,188 | 1104 ± 67 | <0.00001 |
HR_Mean | 86.98 ± 0.18 | 81.51 ± 0.2 | <0.00001 |
HR_Variance | 102.74 ± 1.73 | 77.64 ± 1.65 | <0.00001 |
HR_D | 1118 ± 76 | 1211 ± 59 | <0.00001 |
p-values less than 0.05 using rank-sum statistics show significant difference.
ACCX, accelerometer x-axis; ACCY, accelerometer y-axis; ACCZ, accelerometer z-axis; HR, heart rate; EDA, electrodermal activity; ACC feature units: unitless (unitless sensor data); EDA feature units: Mean = μS (micro-Siemens); Variance = μS2; D = unitless; HR feature units: Mean = BPM (beats per minute); Variance = BPM2; D = unitless.