Hand rails located on both sides of stairs and steps provide increased identification of elevation changes and a convenient catch for people in case they do loose their balance.
Shorter elevation changes of 1, 2 or 3 steps are just as dangerous as stair cases because people and especially guests don't always observe them. Steps to bath rooms, sunken living room, home entries and exits and similar can be made much safer with handrails.