I'm not sure that's true about consumption in general?

But in any case, I don't think it matters too much whether individual taxes are progressive or regressive or flat. That consideration only really makes a difference for the overall tax system. Individual taxes can be designed to be as efficient as possible, as long as the overall system is as progressive/flat/regressive as desired.