> There's a lot of confirmation bias in the research in regards to lottery winners, because many don't go public with their win and are not studyable (is that a word?).

I think the bias might be a selection bias. The bulk of lottery tickets are likely purchased by the people who are least likely to make good decisions with money, demonstrated by the fact that they spend a lot on lotto tickets.