Make it a roundabout with protected pedestrian crossings. That forces drivers to be looking at the conflict point with pedestrians as they manoeuvre the roundabout.
It turned out that that was because they installed a cobblestone speed bump in front of every crosswalk. Cars slowed down even if no pedestrians were around, because otherwise they were going to pop a tire. It made walking so much safer than anywhere else I've been.