I like the idea of blocking a person. It sounds very self-defensive and assertive to me.
Getting a new number sounds like avoidance (of the self-defense and assertiveness).

Maybe 6 of one, half-dozen of the other?

Either way, the decision is ours to make, about who we want to have contact with, and who we don't.