Students often times need help to build the necessary schema that it takes to solve word problems. Picture books provide a deeper source of distinction than a fixed word problem or isolated computational skills. They also provide a road map for students to monitor their thinking. Follow the link to an excellent article that describes how to teach math using picture books.
http://www.scholastic.com/teachers/top-teaching/2012/11/teaching-math-picture-books-part-1