Table 5.
Fixed-effects for a mixed-effects linear model relating daily energy level from smartphone-measured and time variables. The ordinal variable for weekday was excluded from the near-maximal random-effects structure.
| Fixed-effect | Estimate | Standard error |
t value (degrees of freedom) |
P value |
| Mean energy (intercept) | 5.686 | 0.184 | 30.857 (53.9) | <.001 |
| Day of study (semester) | −0.304 | 0.233 | −1.303 (49.4) | .20 |
| Day of week (coded 0-6, Monday-Sunday) | 0.196 | 0.067 | 2.912 (1876.2) | .004 |
| Sleep duration | −0.027 | 0.031 | −0.858 (57.7) | .39 |
| Daytime activity | 0.182 | 0.039 | 4.673 (49.6) | <.001 |
| Nighttime stillness | 0.024 | 0.030 | 0.810 (50.4) | .42 |