It tends to be the opposite: the more the wealth, the more the tools to avoid the effects of inflation. The ones that suffer the consequences the most are the poorest, and despite being something they can't ignore for it's blatant and painful, they are absolute unable to even abstract the problem, so the more they're affected, the more easily they fall for lies on what the cause and the solution are.