Because the amount of forecasted tax loss from e-commerce is very various; some studies claim that the level of tax loss is high, while some others indicate that it is low, so it is interesting for this paper to explore this question and filling the gap of knowledge concerning whether smuggling via e-commerce has high or low effect on government tax revenues.