Table 3.
Results of Multivariate Regression Analyses: Effect Sizes (in Odds Ratio) of Risk and Protective Variables Regarding Alcohol Use on Latent Trajectory Membership
Risk and protective variables | High (class 1,2) vs. low drinking (class 5,6)
|
High (class 1,2) vs. moderate drinking (class 3,4)
|
Persistent high drinking (class 1) vs. high but later reduced drinking (class 2)
|
Peak and decline (class 3,5) vs. gradual increase in drinking (class 4, 6)
|
||||
---|---|---|---|---|---|---|---|---|
OR | p | OR | p | OR | p | OR | p | |
Genetic risk alcohol use disorder | 1.41 | 0.007* | 0.98 | 0.807 | 1.11 | 0.372 | 1.45 | 0.003* |
Genetic risk externalizing disorder | 1.33 | 0.118 | 1.06 | 0.680 | 1.27 | 0.191 | 1.15 | 0.444 |
Sensation seeking | 0.83 | 0.220 | 1.35 | 0.043 | 1.26 | 0.218 | 0.72 | 0.052 |
Early trauma | 0.53 | 0.115 | 0.71 | 0.418 | 0.75 | 0.568 | 0.38 | 0.039 |
Early peer deviance | 1.30 | 0.074 | 1.58 | 0.002* | 0.82 | 0.263 | 0.92 | 0.619 |
Late peer deviance | 2.95 | <0.001* | 1.92 | <0.001* | 1.56 | 0.074 | 1.81 | 0.003* |
ADHD | 1.14 | 0.446 | 0.82 | 1.88 | 0.93 | 0.669 | 1.37 | 0.093 |
Low school performance | 0.87 | 0.410 | 1.25 | 0.153 | 1.05 | 0.785 | 0.78 | 0.159 |
Neuroticism | 0.94 | 0.685 | 0.90 | 0.450 | 1.13 | 0.472 | 0.84 | 0.261 |
Social church activities | 0.73 | 0.044 | 1.05 | 0.778 | 0.85 | 0.390 | 0.78 | 0.164 |
Social regular activities | 0.99 | 0.962 | 1.00 | 0.965 | 1.04 | 0.855 | 0.93 | 0.707 |
Negative parental attitude | 1.09 | 0.560 | 1.00 | 0.974 | 0.90 | 0.521 | 1.14 | 0.423 |
Parental monitoring | 0.71 | 0.049 | 0.89 | 0.439 | 1.10 | 0.619 | 0.80 | 0.228 |
OR, odds ratio; ADHD, attention deficit hyperactivity disorder.
Analyses were weighted for the individual probability of class membership. Several contrasts were tested: the effects of the variables on being a member of (i) trajectories characterized by high compared with low level alcohol use, (ii) trajectories characterized by high compared with moderate level alcohol use, (iii) a trajectory characterized by persistence of high alcohol use compared with declining use over time, and (iv) trajectories characterized by a rapid increase compared with a slow increase toward the maximum level of alcohol use.
Significant following Bonferroni correction (4 tests = 1 × 4 contrasts).