As far as the effect of income is concerned, almost all models show a statistically insignificant effect between the GNI per capita on the number of cigarettes sales. This is quite similar to the study of Goel (2007), which considered the effect of price and non price incentives on the amount of cigarettes smuggling. Goel (2007) also shows that income has a statistically insignificant effect on the per capita cigarette consumption.