I believe an app needs to have an agreement with Microsoft to convert .doc files?
I use Calibre
with all of my ereaders, no problem. I've used it a couple of times to put a book on my iPad, but I rarely read on my iPad, and rarely read on my iPhone. If I do, I use a native app for the bookstore that I got the ebook from.