Table 2.
Hierarchical Linear Models of Evening Fatigue, Morning Fatigue, and Sleep Disturbance
| Evening Fatigue | Coefficient (SE) | |
|---|---|---|
| Variable | Unconditional Model |
Final Model |
| Fixed Effects | ||
| Intercept | 4.283 (0.127) e | 4.322 (0.181) e |
| Timea (linear rate of change) | 0.075 (0.013) e | 0.075 (0.013) e |
| Time2 (quadratic rate of change) | −0.003 (0.0005) e | −0.003 (0.0005) e |
| Time invariant covariates | ||
| Intercept: Age | −0.044 (0.009) e | |
| Gender | 0.458 (0.214) c | |
| Genotype | −0.786 (0.216) d | |
| Linear: Baseline evening fatigue × time | −0.028 (0.006) e | |
| Quadratic: Baseline evening fatigue × time2 | 0.002 (0.0002) e | |
| Variance components | ||
| In intercept | 3.714e | 3.159 e |
| In linear rate | 0.022e | 0.023 e |
| In quadratic fit | 0.00003e | 0.00003 e |
| Goodness-of-fit deviance(parameters estimated) | 11305.680 (10) | 11246.199 (15) |
| Model comparison (χ2 [df]) | 59.48 (5) e | |
| Morning Fatigue | Coefficient (SE) | |
| Variable | Unconditional Model |
Final Model |
| Fixed Effects | ||
| Intercept | 2.431 (0.111) e | 2.545 (0.121) e |
| Timea (linear rate of change) | 0.035 (0.012) d | 0.035 (0.012) d |
| Time2 (quadratic rate of change) | −0.002 (0.0005) e | −0.002 (0.0005) e |
| Time invariant covariates | ||
| Intercept: Age | −0.054 (0.009) e | |
| Genotype | −0.311 (0.178) b | |
| Linear: Age × time | −0.004 (0.001) e | |
| Baseline morning fatigue × time | −0.051 (0.006) e | |
| Quadratic: Age × time2 | 0.0002 (0.00004) e | |
| Baseline morning fatigue × time2 | 0.002 (0.0002) e | |
| Variance components | ||
| In intercept | 2.780e | 2.384 e |
| In linear rate | 0.019e | 0.020 e |
| In quadratic fit | 0.00002e | 0.00003 e |
| Goodness-of-fit deviance(parameters estimated) | 10762.335 (10) | 10700.277 (16) |
| Model comparison (χ2 [df]) | 62.06 (6) e | |
| Sleep Disturbance | Coefficient (SE) | |
| Variable | Unconditional Model |
Final Model |
| Fixed Effects | ||
| Intercept | 41.045 (1.114) e | 43.481 (1.325) e |
| Timea (linear rate of change) | −0.144 (0.037) e | −0.146 (0.033) e |
| Time invariant covariates | ||
| Intercept: Age | −0.338 (0.092) d | |
| Genotype | −6.760 (2.17) d | |
| Linear: Baseline sleep disturbance × time | −0.008 (0.002) e | |
| Variance components | ||
| In intercept | 271.521e | 248.32 e |
| In linear rate | 0.143e | 0.086 e |
| Goodness-of-fit deviance(parameters estimated) | 12550.001 (6) | 12522.495 (9) |
| Model comparison (χ2 [df]) | 27.51 (3) e | |
Time was coded 0 at the time of the simulation visit
P = 0.08.
P < 0.05.
P ≤ 0.01.
P < 0.0001.