Shipping - when adding extra of the same item it adds shipping also

Okay, so when I add extra of the same item to my shopping cart, it dds shipping again. Is there anyway that I can disable this? Because paying 36 dollars shipping for 3 $8 dollar envelope size items is a bit silly.

Luke