I think that selection bias does a lot to discredit any conclusions drawn from the data. The data is drawn from facebook profiles. The founder of the plumbing fittings factory down the street from me is a lot less likely to have a facebook account than a web startup founder. Moreover just because I say I am a founder/CEO or that I have a phd/mba/xyz in my profile does not mean it is true...