Yes, completion tracking does work for page resources. Do you have completion tracking enabled for your site/course?
Go to the Site Administration block, and in the search box at the bottom, type the word, completion, then press enter. You will see several places where completion tracking needs to be enabled.
When completion tracking is enabled at the site level, there will be tracking settings in the Course Administration Settings area.