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)
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.