One improvement is the container is sandboxed and dependencies to the host must be added explicitly, eg --volume, --env, --net.

Sure you could do the same with chroot manually and there are many other tools that does the same thing, but somehow the docker way of representing these concepts are more graspable for average user, and much more widespread use.