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. 2014 Aug 14;17(3):330–336. doi: 10.1093/ntr/ntu156

Table 4.

Multivariable Logistic Regression Assessing Correlates of Ever Using E-Cigarettes Among Cigarette-Naive Adolescentsa

Average Marginal Effectsc
OR (95% CI)b Prob. (%) 95% CI p
Compared to cigarettes, e-cigarettes are…
 Less harmful 3.60 (0.83, 15.7) 1.6 (0.5, 2.6) .01
 Equally harmful 0.46 (0.09, 2.34) 0.3 (−1.3, 0.6) .47
 More harmful 1.00 Reference
 I don’t know enough about these products 0.52 (0.11, 2.47) −0.3 (−1.2, 0.6) .52
Ever use of other tobacco productsd
 No 1.00 Reference
 Yes 11.45 (6.96, 18.8) 4.1 (2.6, 5.7) <.001
All tobacco products are dangerous
 Strongly agree 1.00 Reference
 Agree 1.23 (0.77, 1.98) 0.2 (−0.3, 0.7) .39
 Disagree 0.64 (0.23, 1.75) −0.3 (−1.0, 0.3) .32
 Strongly disagree 1.31 (0.48, 3.57) 0.3 (−0.8, 1.3) .63
Sex
 Male 1.00 Reference
 Female 1.12 (0.74, 1.69) 0.1 (−0.3, 0.5) .61
Age
 ≤ 12 1.00 Reference
 13 0.81 (0.38, 1.71) −0.2 (−0.7, 0.4) .57
 14 1.30 (0.68, 2.47) 0.2 (−0.4, 0.8) .44
 15 1.41 (0.66, 2.99) 0.3 (−0.4, 1.1) .40
 16 1.08 (0.55, 2.11) 0.1 (−0.5, 0.6) .83
 ≥ 17 1.34 (0.75, 2.38) 0.3 (−0.2, 0.8) .31
Race/ethnicity
 Non-Hispanic White 1.00 Reference
 Non-Hispanic Black 0.71 (0.39, 1.28) −0.3 (−0.7, 0.1) .21
 Hispanic 1.13 (0.67, 1.92) 0.1 (−0.4, 0.6) .66
 Non-Hispanic Asian 1.31 (0.45, 3.78) 0.3 (−0.8, 1.4) .65
 Other/multiple 1.90 (0.89, 4.08) 0.8 (−0.3, 1.9) .18
Family member uses tobacco
 No 1.00 Reference
 Yes 1.19 (0.69, 2.04) 0.2 (−0.3, 0.7) .52
Parent/guardian discussed not using a tobacco product, past 12 months
 No 1.00 Reference
 Yes 1.10 (0.71, 1.72) 0.0 (−0.3, 0.4) .66

aIncludes cigarette-naive adolescents, those without any prior cigarette use, who had heard of e-cigarettes.

bOdds ratios (ORs) displayed reflect estimates from the weighted multivariate model in which all listed covariates are included, with 95% confidence intervals (CI) calculated by Taylor series linearization to account for the complex survey design.

cAverage marginal effects estimate the average change of altering each covariate (e.g., having used other tobacco products compared to not having used other tobacco products) among the study population.

dOther tobacco use includes use of cigars, dip, pipes, hookah, snus, or dissolvable tobacco products.