This particular pattern is indeed a drop shoulder. I put in the bind off of 2sts (bottom up version) at the beginning of the armhole to give you a base there. It's nicer than just a split of the sts at the underarm. If you knit top down, you may well have a cast on at that spot to do the same thing.
Good luck with it and post a picture if you'd like!