If the poster has meant the amount, they might have said "Lower income people with cash businesses cheat more than wealthy people" (which is ambiguous) or "The IRS loses more money to low income cheaters with cash businesses" (which is unambiguous, and, when you phrase it that way, truly sounds ridiculous given the high level of wealth inequality I would expect one wealthy cheater to cheat the IRS out of more money than all of the other cheaters in the world)
If the goal is culture change, that may be different -- but the IRS is probably the wrong entity to address it.
I will say that I have not noticed that lower-income people have any greater sense of "cheating is OK" than higher-income people. My observations are not necessarily representative of the wider culture, but it looks to me like the percentage of people who think cheating is OK doesn't change based on income.
The statistics I've seen indicate the opposite. But I suppose it depends on how you measure. Perhaps on a per-incident basis, you may be correct. But I don't think you're correct if you measure by the amount of money.