There exist systems where, instead of selecting a floor when you enter an elevator, you select a floor in the hall and then are told which elevator to take. I wonder how much this advance knowledge about who is going where helps with scheduling. Intuitively I feel like it should help substantially, but in practice people get confused by these systems and end up on wrong floors.