Since there is a higher incidence of smoking among poorer folks[0], couldn't the same argument apply to the massive sin tax on cigarettes? We justify such sin taxes as being to the benefit of discouraging a harmful health behavior and personally I see the same link with higher sugar consumption.

[0] https://truthinitiative.org/research-resources/targeted-comm...