Well you could use peer ranking, and see how well the rankings correlate with one another. That's the method they use in expertise studies for subjective fields.
I don't know. A subjective judgement of the results doesn't mean that a study isn't scientific. You just need to be systematic and to be explicit about how you measure.
Part of my point was, though, that nobody should need to do an objective study. :) Because it's pretty frickin obvious to anybody with a brain who works in the field, in my judgment. And it's not limited to our field. It's a human-wide phenomenon.