With regards to the "more likely … to be self-employed": I think the problem is that "eligible non-participants" is kind of vague. If we take it to mean "people who tried to start their own business without help from the program," it makes more sense — the people in the program managed to stick with it 19 times more often than people who had to fully bootstrap their business.