Definitely, the common theme is you're on the outside of the vehicle and any impact is gonna be really personal.

I actually feel far safer on a motorcycle than a push bike, because I have much bigger contact patches, far better brakes, stickier tyres and the ability to out-accelerate almost any kind of trouble. I'm also wearing at least half leathers and a proper full face helmet.