This is usually also tied to timing, just not in the sense people hammering the button to cross the street faster want. Without pushing the button, the lights will change based on car availability. Pushing the button often won't get the light to change sooner, but it will likely stay longer to allow for people to cross the street.

It may have done that regardless due to traffic patterns, but the button guarantees it has a minimum safe crossing time.