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. Author manuscript; available in PMC: 2021 Dec 29.
Published in final edited form as: Int J Drug Policy. 2020 Nov 17;86:102925. doi: 10.1016/j.drugpo.2020.102925

Table 4.

Multivariate associations between latent class membership with demographics, substance use, and tobacco prevention strategies among high school students in 2018

High School Students (n=924)
Social media (10%) Environmental (6.9%) Cigarettes (19.5%) High exposure (8.6%)
Characteristics aOR (95% CI) aOR (95% CI) aOR (95% CI) aOR (95% CI)
Grade
 10 1.00 1.00 1.00 1.00
 12 0.78 (0.44–1.42) 1.12 (0.61–2.05) 0.65 (0.42–0.99) 0.68 (0.38–1.21)
Biological sex
 Male 1.00 1.00 1.00 1.00
 Female 1.74 (1.01–3.05) 1.10 (0.61–1.99) 1.95 (1.29–2.93) 1.80 (1.06–3.07)
Race
 NH White 1.00 1.00 1.00 1.00
 Non-White 0.92 (0.44–1.92) 0.93 (0.42–2.06) 1.02 (0.61–1.70) 0.85 (0.41–1.76)
Substance use (30-day)
 Cigarette 2.74 (1.30–5.77) 1.53 (0.52–4.53) 0.82 (0.36–1.84) 1.71 (0.78–3.72)
 E-cigarette 2.26 (1.17–4.39) 0.98 (0.47–2.04) 1.45 (0.90–2.32) 4.41 (2.17–8.94)
 Alcohol 0.93 (0.46–1.87) 1.29 (0.51–3.25) 0.97 (0.55–1.72) 1.18 (0.60–2.30)
 Cannabis 0.80 (0.42–1.53) 0.50 (0.18–1.43) 1.05 (0.54–2.04) 1.04 (0.51–2.09)
 Prescription drug 3.58 (1.83–7.01) 1.76 (0.64–4.87) 1.58 (0.74–3.36) 2.99 (1.42–6.29)
Tobacco prevention strategies
 Family rulesa 1.32 (0.63–2.75) 0.91 (0.43–1.92) 1.12 (0.64–1.95) 1.69 (0.84–3.31)
 School ruleb 0.50 (0.18–1.40) 0.69 (0.23–2.13) 0.77 (0.35–1.70) 0.59 (0.21–1.67)
 Prevention messagesc 2.79 (1.02–7.62) 3.13 (0.96–10.19) 3.14 (1.42–6.92) 2.05 (0.86–4.88)

Abbreviations: aOR, adjusted odds ratio; 95% CI, 95% confidence interval; NH, non-Hispanic

a

Parents/guardians have clear rules about the use of cigarettes, tobacco, and e-cigarettes

b

Schools have a rule against using e-cigarettes or vape devices on school property

c

Exposure to prevention messages and advertisements about the harms of cigarettes, tobacco, e-cigarettes, or vape devices several times or at least once a month in the past 12 months