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. Author manuscript; available in PMC: 2022 May 6.
Published in final edited form as: Hum Behav Emerg Technol. 2019 Jun 21;2(1):50–60. doi: 10.1002/hbe2.154

TABLE 4.

Latent class multinomial logistic regression: predictors of latent class membership (n=26,348)

Latent class
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.