Table 1.
Piecewise Trajectories of Past 2-Week 10+ High-Intensity and 5+ Binge Drinking among U.S. Young Adults: Unconditional Growth Models and Time-Invariant Covariates
Unconditional growth models | Mean estimates (unstandardized) | |||||
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I (Age 18) | S1 (Age 18–21/22) | S2 (Age 21/22–25/26) | ||||
Est | p | Est | p | Est | p | |
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10+ High-intensity drinking | 0.175 | <.001 | 0.046 | <.001 | −0.033 | 0.001 |
5+ Binge drinking | 0.391 | <.001 | 0.146 | <.001 | −0.028 | 0.066 |
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Correlations (standardized) | ||||||
I, S1 | I, S2 | S1, S2 | ||||
r | p | r | p | r | p | |
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10+ High-intensity drinking | −0.377 | <.001 | 0.101 | 0.473 | −0.824 | <.001 |
5+ Binge drinking | −0.269 | 0.008 | −0.022 | 0.866 | −0.406 | 0.002 |
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Time-invariant covariate modelsa | Coefficients (standardized) | |||||
I | S1 | S2 | ||||
B | p | β | p | β | p | |
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10+ High-intensity drinking | ||||||
Male | 0.177 | <.001 | 0.109 | 0.001 | −0.110 | 0.125 |
White race/ethnicity | 0.067 | 0.025 | 0.042 | 0.201 | −0.072 | 0.257 |
At least one parent with college degree | 0.010 | 0.760 | −0.033 | 0.352 | 0.094 | 0.156 |
Average high school grades B- or higher | 0.027 | 0.488 | 0.022 | 0.611 | −0.196 | 0.094 |
Past 30-day cigarette use (age 18) | 0.246 | <.001 | −0.065 | 0.238 | 0.005 | 0.950 |
Past 12-month marijuana use (age 18) | 0.175 | <.001 | −0.006 | 0.901 | −0.081 | 0.316 |
Past 12-month other illicit drug use (age 18) | 0.224 | <.001 | −0.095 | 0.046 | −0.060 | 0.446 |
College attendance (age 19/20) | -- | -- | 0.108 | <.001 | −0.206 | 0.037 |
5+ Binge drinking | ||||||
Male | 0.152 | <.001 | 0.108 | 0.002 | 0.085 | 0.106 |
White race/ethnicity | 0.069 | 0.016 | 0.080 | 0.024 | −0.042 | 0.416 |
At least one parent with college degree | 0.020 | 0.513 | −0.017 | 0.653 | 0.031 | 0.553 |
Average high school grades B- or higher | 0.076 | 0.039 | −0.008 | 0.860 | −0.120 | 0.104 |
Past 30-day cigarette use (age 18) | 0.310 | <.001 | −0.120 | 0.031 | 0.058 | 0.420 |
Past 12-month marijuana use (age 18) | 0.340 | <.001 | −0.023 | 0.632 | −0.090 | 0.198 |
Past 12-month other illicit drug use (age 18) | 0.228 | <.001 | −0.114 | 0.019 | 0.034 | 0.600 |
College attendance (age 19/20) | -- | -- | 0.179 | <.001 | −0.139 | 0.025 |
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Χ2 | (df) | p | CFI | TLI | RMSEA | |
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Model fit statistics | ||||||
10+ High-intensity drinking | ||||||
Unconditional model | 4.132 | (5) | 0.531 | 1.000 | 1.006 | <.001 |
Multivariable model | 26.899 | (22) | 0.215 | 0.995 | 0.988 | 0.008 |
5+ Binge drinking | ||||||
Unconditional model | 3.555 | (6) | 0.737 | 1.000 | 1.006 | <.001 |
Multivariable model | 33.296 | (23) | 0.076 | 0.994 | 0.986 | 0.011 |
Notes: Ns(unweighted) for 10+ high-intensity drinking = 3,716; for 5+ binge drinking = 3,700. I = Intercept; S1 = Slope 1; S2 = Slope 2.
All covariates entered simultaneously in time-invariant covariate models.