TABLE 4.
Latent class multinomial logistic regression: predictors of latent class membership (n=26,348)
Latent class |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Constant users |
Interactive users |
Television watchers |
Infrequent users | ||||||||||
b | SE | OR | p | b | SE | OR | p | b | SE | OR | p | ||
Intercepts | −1.43 | 0.13 | 0.24 | .00 | −.56 | 0.09 | 0.57 | .00 | −1.02 | 0.10 | 0.36 | .00 | Ref |
| |||||||||||||
Demographics | |||||||||||||
Male (vs. female) | −.83 | 0.07 | 0.44 | .00 | −.76 | 0.05 | 0.47 | .00 | −.04 | 0.06 | 0.96 | .48 | Ref |
Race/ethnicity (vs. White) | |||||||||||||
Black | 1.72 | 0.10 | 5.58 | .00 | .27 | 0.10 | 1.30 | .01 | .99 | 0.11 | 2.69 | .00 | Ref |
Asian | −.76 | 0.28 | 0.47 | .01 | −.36 | 0.17 | 0.70 | .03 | −.53 | 0.17 | 0.59 | .00 | Ref |
Hispanic | .39 | 0.12 | 1.48 | .00 | −.07 | 0.08 | 0.93 | .39 | .19 | 0.08 | 1.21 | .02 | Ref |
Other | .77 | 0.10 | 2.17 | .00 | .27 | 0.09 | 1.30 | .00 | .37 | 0.10 | 1.44 | .00 | Ref |
Grade 8 (vs. Grade 10) | .03 | 0.09 | 1.03 | .76 | −.32 | 0.06 | 0.73 | .00 | .07 | 0.07 | 1.07 | .33 | Ref |
Parent ed. (college+ vs. < college) | −.43 | 0.07 | 0.65 | .00 | −.29 | 0.06 | 0.75 | .00 | −.35 | 0.07 | 0.70 | .00 | Ref |
| |||||||||||||
Academics | |||||||||||||
High grades | −.60 | 0.08 | 0.55 | .00 | −.22 | 0.07 | 0.80 | .00 | −.23 | 0.08 | 0.79 | .00 | Ref |
5+ homework hr | −.03 | 0.08 | 0.97 | .72 | .06 | 0.05 | 1.06 | .27 | .02 | 0.06 | 1.02 | .80 | Ref |
Participate in extracurricular activities | .11 | 0.08 | 1.11 | .18 | .12 | 0.06 | 1.13 | .04 | −.20 | 0.07 | 0.82 | .00 | Ref |
| |||||||||||||
Substance use | |||||||||||||
Alcohol use past 12 months | .82 | 0.08 | 2.28 | .00 | .63 | 0.06 | 1.88 | .00 | −.08 | 0.08 | 0.93 | .33 | Ref |
Marijuana use past 12 months | .39 | 0.09 | 1.47 | .00 | .57 | 0.07 | 1.76 | .00 | −.17 | 0.10 | 0.84 | .10 | Ref |
Note: Significance at p < .01.
Abbreviation: OR, odds ratio.