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. Author manuscript; available in PMC: 2021 Jul 1.
Published in final edited form as: Drug Alcohol Depend. 2020 Apr 26;212:108017. doi: 10.1016/j.drugalcdep.2020.108017

Table 5.

Association of digital media use subcategories with tobacco use initiation across follow-up

Any Tobacco Use Initiationd Combustible Cigarette Use Initiation f E-cigarette Use Initiation
Na (row %) Adj. ORc P-value Na (row %) Adj. ORc P-value Na (row %) Adj. ORc P-value
Social Media Posting 0e 135 (3.8%) Ref 0.43 36 (1.0%) Ref 0.88 67 (1.9%) Ref 0.47
1e 21 (5.9%) 1.12 (0.65–1.93) 7 (2.0%) 0.79 (0.28–2.25) 9 (2.6%) 1.20 (0.55–2.61)
2e 11 (4.9%) 0.60 (0.25–1.44) 5 (2.2%) 0.78 (0.19–3.19) 4 (1.8%) 0.46 (0.11–1.94)
Reading news/articles & Browsing photos 0e 79 (4.0%) Ref 0.15 20 (1.0%) Ref 0.98 37 (1.9%) Ref 0.031
1e 62 (4.3%) 0.83 (0.55–1.24) 17 (1.2%) 1.08 (0.50–2.36) 35 (2.4%) 0.95 (0.54–1.68)
2e 23 (3.3%) 0.55 (0.30–1.00) 11 (1.6%) 1.05 (0.38–2.89) 7 (1.0%) 0.26 (0.09–0.75)
Chatting & Shopping 0e 129 (3.7%) Ref 0.35 37 (1.1%) Ref 0.46 64 (1.9%) Ref 0.019
1e 28 (6.0%) 1.32 (0.81–2.16) 9 (1.9%) 1.42 (0.61–3.30) 9 (2.0%) 0.90 (0.41–2.01)
2e 8 (5.9%) 1.74 (0.67–4.50) 1 (0.7%) 0.41 (0.04–3.81) 7 (5.2%) 4.63 (1.53–14.06)
Gaming 0e 125 (4.0%) Ref 0.53 31 (1.0%) Ref 0.071 61 (2.0%) Ref 0.86
1e 14 (2.9%) 0.72 (0.39–1.36) 2 (0.4%) 0.36 (0.08–1.67) 8 (1.7%) 0.79 (0.33–1.85)
2e 20 (4.2%) 1.08 (0.60–1.95) 10 (2.1%) 2.13 (0.85–5.31) 9 (2.1%) 0.97 (0.41–2.29)
Checking In 0e 30 (2.3%) Ref 0.0001 10 (0.8%) Ref 0.15 17 (1.4%) Ref 0.20
1e 37 (3.0%) 1.35 (0.79–2.31) 10 (0.8%) 0.84 (0.31–2.30) 20 (1.6%) 1.26 (0.61–2.59)
2e 96 (6.1%) 2.69 (1.62–4.48) 27 (1.7%) 1.85 (0.74–4.59) 41 (2.7%) 1.84 (0.90–2.61)
Music 0e 88 (3.5%) Ref 0.38 24 (1.0%) Ref 0.52 39 (1.6%) Ref 0.09
1e 78 (4.8%) 1.18 (0.81–1.72) 23 (1.4%) 1.26 (0.63–2.51) 41 (2.6%) 1.54 (0.90–2.61)
a

The number of observations with (nonmissing) data available. Each student could contribute multiple observations.

b

The estimate of the association of the respective regressor with tobacco initiation (vs. no initiation) across follow-up is adjusted for gender, ethnicity, baseline highest parental education, baseline free or reduced lunch, and wave.

c

The estimate of the association of the respective regressor with tobacco initiation (vs. no initiation) across follow-up is simultaneously adjusted for gender, ethnicity, baseline highest parental education, baseline free or reduced lunch, wave, and all other social media predictor variables.

d

Any tobacco use initiation includes reported use of a few puffs of a cigarette, a whole cigarette, e-cigarettes with tobacco, smokeless tobacco, big cigars, little cigars/cigarillos, and hookah water pipe.

e

Reported frequency of digital media use. 0= no high frequency use of either digital media item; 1= high frequency use of 1 item; 2= high frequency use of both digital media items.

f

Combustible cigarette use initiation includes reported use of a few puffs of a cigarette or a whole cigarette