Absolutely! Just remember that changing the yarn weight or hook size will alter the size of your finished bookmark. You might need to adjust the number of chains in the stem if you prefer a longer or shorter bookmark. Also, FWIW, a thicker yarn will result in a thicker bookmark, which may not be good for a book's spine.