It's not a generalization, there's public data for this. Just take a sample of the top N SV companies, go to their Management/Staff page, and do a count. (note, we're talking senior management, not middle management)
I do have some ideas about why, but it requires going into some sociological analysis. (note: I'm a minority so I speak from that experience).