Then what change in behaviour were you expecting your incentive scheme to result in?

The "scheme" a) draws from gamification b) prevents the sometimes hostile reception of the use of metrics c) reinforces the feedback loop. Positive perception leads to positive behavior.

Of course. No true programmer would be motivated by reward to produce shoddy work.