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. Author manuscript; available in PMC: 2022 May 1.
Published in final edited form as: Tob Control. 2020 Apr 8;30(3):264–272. doi: 10.1136/tobaccocontrol-2019-055478

Table 2.

Average Marginal Effects of Cigarette Tax (State/Federal) and Average Sale Price on Adolescent Smoking by Grade, Monitoring the Future, 2005-2016. Results Shown are Using Imputed Data (m=10).

8th graders 10th graders 12th graders
aAME (95% CI) P aAME (95% CI) P aAME (95% CI) P
Smoking participation
 Tax −0.007 (−0.010, −0.003) <0.001 0.003 (−0.001, 0.008) 0.156 −0.009 (−0.015, −0.003) 0.002
 Price −0.007 (−0.010, −0.003) <0.001 0.002 (−0.002, 0.007) 0.298 −0.011 (−0.016, −0.005) <0.001
     N 193570 185943 171019
Conditional intensity
 Tax 0.09 (−0.31, 0.50) 0.649 −0.22 (−0.44, 0.00 0.053 −0.30 (−0.49, −0.11) 0.002
 Price −0.02 (−0.38, 0.34) 0.925 −0.23 (−0.43, −0.03) 0.021 −0.27 (−0.44, −0.09) 0.003
     N 11501 20019 29667
First cigarette initiation
 Tax −0.004 (−0.006, −0.002) <0.001 0.000 (−0.002, 0.003) 0.820 −0.002 (−0.006, 0.003) 0.389
 Price −0.004 (−0.006, −0.002) <0.001 0.001 (−0.002, 0.003) 0.701 −0.001 (−0.006, 0.003) 0.474
     N 163427 138073 53933
Daily smoking initiation
 Tax −0.003 (−0.004, −0.001) 0.002 0.002 (−0.006, 0.009) 0.646 −0.003 (−0.006, −0.000) 0.043
 Price −0.003 (−0.004, −0.001) 0.003 0.002 (−0.004, 0.008) 0.541 −0.002 (−0.005, 0.000) 0.104
     N 186398 171541 74231

Abbreviations: Average marginal effects (AME), confidence interval (CI)

a

Each average marginal effect is estimated from a single model with either tax or price as the independent variable. Average marginal effects are the average change in predicted probability of the outcome, associated with a one-dollar increase in tax or price. In addition to tax or price, all Poisson models included all variables shown in Table 1 for each grade as well as a year indicator and a state random effect. Conditional intensity was investigated using linear models, adjusted for the same covariates as the Poisson models; interpretation is for a change in the mean cigarettes per day. The initiation questions were only asked for half of the 12th grade forms so sample size is halved.