Most primary source databases search the full text of documents. Think about the language that would have been used during that time period. You will also need to select as specific phrases as you can, especially if you are looking through newspapers. Just think how many articles include a word like "college" without the article being *about* college.
You can also try including format types in your search, such as diaries, pamphlets, interviews, correspondence, personal narratives, etc.