When you drop a conversation priority, any existing conversations continue to operate with the priority levels they were assigned from the conversation priority.
Permission for creating a conversation priority defaults to members of the db_ddladmin or db_owner fixed database roles, and to the sysadmin fixed server role. Requires ALTER permission on the database.