The primary purpose of scientific hypothesis testing is to assess the validity of a proposed explanation for a phenomenon. By formulating a testable hypothesis, researchers conduct experiments or observations to gather data. The results are analyzed to determine whether they support or refute the hypothesis, thereby adding to scientific knowledge. This method fosters objective inquiry and helps advance understanding in various scientific fields.