He/she handed out the books.
For "test paper" you could use it meaning there is one test paper with many copies, or you could refer to the many (booklets, instances) of test paper, that is the test papers. So in your sentence you culd use either one.
Grammar describes what we say and write.
If you think of it as plural, use plural, if a single entity, use singular.