I took my partner’s last name because I like their family more than mine, and I liked the idea of no longer being associated with my family.

But I think most people just want to do what is normal or expected of them, so I would imagine that is why most women change their name. Not doing so would go against the grain, putting them in awkward situations where they have to explain they didn’t take the last name.