When do you choose quantitative research over qualitative research?

I want to know some of the discerning factors of a product that makes you choose quantitative over qualitative research and vise versa at any given time during a project.?

Please elaborate when and why you choose one over the other.

When does one give more pertinent information than the other? What makes it take priority?