This cohort doesn't appear to be very poor at all, in fact -- they report negative self-employment income. I wonder if you've confused low income with poverty. Or perhaps i'm confused, and haven't grasped your argument.
[0] I'm taking welfare to be the sum of "Unemployment and workers' compensation, veterans' benefits" and "Public assistance, supplemental security income, food stamps".