Table 2. Coefficients for Models Predicting Number of Standard Drinks using Multilevel Modeling.
b | SE | eB | t | df | p | σ2 | τ00 | ICC | |
---|---|---|---|---|---|---|---|---|---|
Unconditional (Null) Model | 3.633 | 0.852 | .190 | ||||||
Intercept (β00) | 0.61 | 0.062 | 1.836 | 9.69 | 237 | <.001 | |||
Final Model | 2.726 | 0.940 | .256 | ||||||
Weekday Intercept (π0) | |||||||||
Intercept (β00) | 0.18 | 0.158 | 1.196 | 1.13 | 229 | .258 | |||
Children (β01) | -0.17 | 0.160 | 0.846 | -1.05 | 229 | .294 | |||
Sex (i.e., male) (β02) | -0.29* | 0.138 | 0.748 | -2.10 | 229 | .037 | |||
Employed (β03) | -0.02 | 0.138 | 0.984 | -0.12 | 229 | .907 | |||
Ethnicity (β04) | -0.14 | 0.151 | 0.873 | -0.90 | 229 | .370 | |||
Age (β05) | 0.08* | 0.039 | 1.088 | 2.17 | 229 | .031 | |||
Social Expectancies (β06) | 0.04* | 0.016 | 1.044 | 2.67 | 229 | .008 | |||
TR Expectancies (β07) | 0.09* | 0.038 | 1.089 | 2.22 | 229 | .027 | |||
AUDIT (β08) | 0.09** | 0.012 | 1.092 | 7.62 | 229 | <.001 | |||
Weekend Slope (π1) | |||||||||
Intercept (β10) | 0.97** | 0.107 | 2.636 | 9.08 | 229 | <.001 | |||
Children (β11) | 0.01 | 0.128 | 1.020 | 0.08 | 229 | .938 | |||
Sex (i.e., male) (β12) | 0.11 | 0.125 | 1.117 | 0.89 | 229 | .375 | |||
Employed (β13) | 0.06 | 0.115 | 1.063 | 0.53 | 229 | .598 | |||
Ethnicity (β1) | 0.03 | 0.130 | 1.031 | 0.24 | 229 | .815 | |||
Age (β1) | -0.05 | 0.034 | 0.955 | -1.34 | 229 | .181 | |||
Social Expectancies (β16) | 0.03* | 0.013 | 1.034 | 2.55 | 229 | .011 | |||
TR Expectancies (β17) | -0.05 | 0.030 | 0.951 | -1.65 | 229 | .100 | |||
AUDIT (β18) | -0.01 | 0.010 | 0.987 | -1.24 | 229 | .213 | |||
Holiday Slope (π2) | |||||||||
Intercept (β20) | 0.79** | 0.100 | 2.200 | 7.96 | 237 | <.001 | |||
Variance Components | |||||||||
Random Effect | SD | Var. | df | χ2 | p | ||||
Intercept (r0) | 0.97** | 0.940 | 130 | 1277.1 | <.001 | ||||
Weekend Slope (r1) | 0.73** | 0.537 | 130 | 455.1 | <.001 | ||||
Holiday Slope (r2) | 0.71** | 0.503 | 138 | 245.7 | <.001 | ||||
Level-1 (e) | 1.65 | 2.726 |
Note. TR = Tension Reduction, AUDIT = Alcohol Use Disorder Identification Test (items 4-10 only), ICC = Intraclass correlation. eB represents the exponentiation of the coefficient, also called the odds ratio. σ2 and τ00 represent the within-group and between-group variance components, respectively, used to calculate the ICC. Var. = variance.
p < .05,
p < .001