Table 4.
Fixed and Random Effects of Multilevel Model Comparing Different Substance Use Combinations to Alcohol Only Use on Consequences Experienced
| Fixed Effects | Estimate (S.E.) |
|---|---|
| Intercept | 2.96 (0.11)** |
| Level 1 | |
| Substance use Combination (Predictor) | |
| Alcohol Only | Ref |
| Alcohol + Nicotine | 0.39 (0.19)* |
| Alcohol +Marijuana | 0.34 (0.17)* |
| Alcohol +ADHD Medication | 1.07 (0.53)* |
| Alcohol +Cocaine | 1.86 (0.82)* |
| Drinks Consumed (Covariate) | 0.38 (0.02)** |
| Day of Diary Report (Covariate) | −0.61 (0.07) |
| Substance Use Combination* Day of Diary Report (Covariate) | |
| Alcohol Only* Day of Diary Report | Ref |
| Alcohol + Nicotine* Day of Diary Report | 0.10 (0.20) |
| Alcohol +Marijuana* Day of Diary Report | −0.08 (0.18) |
| Alcohol +ADHD Medication* Day of Diary Report | 1.66 (0.55)* |
| Alcohol +Cocaine* Day of Diary Report | 3.04 (1.14)* |
| Level 2 | |
| Gender (Covariate) | 1.52 (0.22)** |
| Cross-Level Interactions | |
| Gender* Drinks Consumed (Covariate) | 0.19 (0.03)** |
| Gender* Day of Diary Report (Covariate) | −0.28 (0.13)* |
| Drinks Consumed* Day of Diary Report (Covariate) | −0.10 (0.01)** |
|
| |
| Random Effects | |
|
| |
| Drinks Consumed | |
| Variance of Intercepts | 3.89 (0.35)** |
| Variance of Slopes | 0.03 (0.01)** |
| Covariance (Intercept, Slope) | −0.34 (0.04)** |
| Residual | 5.52 (0.16)** |
Note:
p < .05,
p < .001