In countries with lower taxes, fewer regulations, and a strong rule of law, the poor are actually comparatively wealthy.
The evidence is overwhelming. In countries that are more economically free, the poor are relatively wealthy compared to those in countries that are less free. I'm not saying things are perfect by any means but reducing economic freedom by increasing regulations and taxes will only make things worse.