I prefer to walk at a slow to moderate pace in between my runs whenever I am tired. I have noticed that if I stop completely then it is very difficult to start running again (except when I stop to take some water for 10-20 seconds).
Infact, some of the beginner running plans ask you to alternate runs and walks (like 5 min running and 2 min walking, total 5 times).