How would you evaluate a new metric or benchmark?
My concrete example: I want to benchmark code review. As others did [1, 2] , one can apply metrics from social network analysis (such as centrality, degree, ...) to a social network emerged from code review (who reviewed when whom?).
But how do I evaluate if the metrics I have chosen are any good or meaningful?
My first thoughts were expert interviews. Do you see other opportunities?