It was his suggested solution to alleviate poverty, as a replacement for the host of then-existing welfare programs (not in addition to).
I guess it is better to dole out government money for people who are trying to work (earned income credit) but who are still poor than to just give out welfare checks to all the bums who won't work. Sort of a carrot to get them to do some work in the private sector that will add to our GDP.