If all of that fare collection infrastructure and labor was eliminated, the transit operators would probably be ahead of the game.
Plus, the buses would move faster, because there would be no bottleneck getting on.
In Singapore the buses are free. They pull up to the stop and three doors open, and people get on and off much more quickly.