Having just bought a house - I can absolutely tell you that having dogs in the neighborhood DOES NOT make the value go down. It is probably their attitude that is making the value go down !!!

If anything it should make the property value go up as having a dog in the immediate area is much safer. Can you see someone trying to break into an area that has dogs right next door???