I would argue that it does have some effect, more so on how nervous decision making would affect players and how it could make you feel being responsible for others losing out, too. The difference between a million $ mistake and a 250k mistake is massive.The prize money makes little difference to casting these shows so they don't make a big deal out of it now.
TV tonight did a brief article about it some time back.