Asphalt is definitely easier on your body compared to concrete, especially at temperatures 90 degrees or higher. At those temperatures, you can actually feel the asphalt soften and deform as you run.

Running might be safer than biking, and then again it might not, depending upon the individual. I routinely see lots of bikers traveling on the wrong side of the street; I think it is a great way to get killed.