Taking a hit on their giant salary seems completely reasonable to me. Having skin in the game makes people perform better in all sorts of cases, and I don't see why a CEO would be different.
Do you also object to sales reps or athletes making less money after a long period of performing poorly?
Do you also object to sales reps or athletes making less money after a long period of performing poorly?