I ordered a size up for myself after reading some of the reviews, and I really did not need to do that.  I am 5'6" and 130 lbs and would normally purchase a size small.  I went with the medium and it is definitely looser than I would have liked.  But it is good quality, and I ordered my husband's normal size, which fit great.  Overall, I am very happy with my purchase.