I was going to suggest clear finger nail polish, but....
Ok, if the dog is running away, instead of chasing the dog, turn in the opposite direction and run, make noise too. Look like an idiot. Most dogs will turn and chase you and usually you can catch them when they do.
Next do whatever it takes to make sure the dog does not get away.
Bear Cub, Hepsi-Pepsi
Cujo2, Karma Chameleon
Ramona the Pest, Kojak -- who loves you baby?
Tiny Tinnie, Susie's Uzzi, Kaiah -- The Baby Monster.