I’d think b is exactly the opposite. More b is less productivity from my experience, 100% of the time.

For a) you can at least measure the ratio of managerial to non-managerial staff (which has become more substantially more heavily weighted towards management since 1983).

For B) Parkinson’s law predicts that useless bureaucracy, if left unchecked, will eat any gains in productivity.