I can think of one intersection in my town with several accidents. It's a cross intersection with stops signs on one street and none on the other. The accidents probably all boil down to some combination of "He won't pull out" and "I'm tired of waiting." A signal light would eliminate this indecision. I fault the road design, because it requires patience people just don't tend to have to use it safely.
