I live out amongst the trees at a dead-end circle and at night I'm out with Maggie, my 85lb american bulldog. Not too worried about it.
Now back when I lived in philly? If I was actually worried because I was in a specific area, I wouldn't, but in general I'd wear them. Can't always live on yellow.