Cannot change world difficulty

Changing the world difficulty in settings doesn't affect gameplay. I started in peaceful mode and attempted to change the difficulty to normal mode. While the settings display shows normal mode, the gameplay is still peaceful. No enemy mobs, health regenerates, and no hunger.