Table 2.
Multi-level Models Predicting Alcohol Use among American Indians
Current Drinking | Usual Drinks | Binge Drinking | ||||
---|---|---|---|---|---|---|
B | SE | B | SE | B | SE | |
Ever Married | −0.432 | 0.287 | −0.386 | 0.124 ** | −0.124 | 0.117 |
Currently Married | 0.460 | 0.401 | 0.245 | 0.120 * | −0.216 | 0.163 |
Ever Cohabited | 0.495 | 0.206 * | −0.014 | 0.070 | 0.167 | 0.097 † |
Currently Cohabiting | −0.084 | 0.282 | −0.117 | 0.130 | −0.224 | 0.144 |
Ever Parents | 0.228 | 0.211 | 0.281 | 0.118 * | 0.087 | 0.104 |
Currently Parents | −0.908 | 0.238 *** | −0.357 | 0.099 *** | −0.436 | 0.098 *** |
Ever Attended College | 0.056 | 0.158 | −0.246 | 0.071 *** | −0.297 | 0.074 *** |
Currently Attending College | 0.365 | 0.210 † | 0.029 | 0.075 | −0.003 | 0.079 |
Ever Worked Full-time | 0.350 | 0.158 * | −0.020 | 0.146 | −0.068 | 0.093 |
Currently Working Full-time | 0.644 | 0.139 *** | 0.086 | 0.063 | 0.163 | 0.081 * |
Constant | −1.010 | 0.235 *** | 0.396 | 0.225 † | 0.749 | 0.103 *** |
Random Effects | ||||||
Level 1 Variancea | 1.687 | 0.117 | ||||
Level 2 Variance | 4.299 | 0.964 | 1.464 | 0.090 | 0.629 | 0.127 |
Covariance Intercept and Slope | −0.265 | 0.065 | −0.109 | 0.009 | −0.026 | 0.012 |
Slope (Age) Variance | 0.044 | 0.012 | 0.009 | 0.001 | 0.005 | 0.002 |
Level 3 Variance | 0.280 | 0.143 | 0.086 | 0.026 | 0.059 | 0.067 |
Source: National Study of Adolescent Health.
Models control for age, quadratic age, gender, family structure, parent education, and urbanicity.
Level 1 variance is only shown for the model using linear regression.
Note: Results are weighted to account for the complex survey design.
p <.001,
p <.01,
p <.05,
p <.1