Every year, we read The Father Christmas Letters by Tolkein aloud to our family. My dh reads one every night. It is a tradition that everyone looks forward to, no matter how young or old.
eta — Rereading your post, I see you are looking for chapter books. I’m not sure if this one would fit the bill or not, but it is terrific.