On the Edit Permission Levels - have Sharing as one of the assignable permissions.

Otherwise the ability to do this is a bit sledge-hammer like. Restricting to Site Owners is often to restrictive, while contributors or everyone, is far too broad.

By having sharing as an assignable permission, groups with just that permission could be created.