Well from what I've found, if you are walking about on a nice day in clear sunlight then you are much more likely to be troubled by gangs looking for trouble than a mugger looking for your money.

And in those circumstances, running is just giving them the go-ahead to beat the crap out of you.

If you hold your ground, you are less likely to have a fight than if you insta-rout.