Yes, we have always had to pay. The airline is still responsible for taxes on the 'price' of the ticket as well as airport head taxes etc.

Too complicated to charge each person based upon actual usage so it all goes in a pot - If you live in base and stay mostly at home you end up subsidizing the commuters and travel happy types.