One hand + shield vs two hand

So I'm playing Tauren Warrior, and recently switched from Arms to Fury, and am now wondering if for the sake of damage it is better to yield a two hand weapon instead of a shield, before spending money on it of course? How will that affect my rate of survivability, if it's worth to change?