There are many ways for a healthy dog to be infected with the distemper virus, with contact with an infected dog being the most important source of infection. They can be cross-contagious through contact and play outdoors; even if they have not come into contact with a sick dog, they can be infected by moving around in areas where the sick dog has been.
