The most appropriate response is: To gather empirical evidence that supports or refutes the hypothesis.
Testing a hypothesis is crucial in scientific research because it allows researchers to collect data that either supports or contradicts the proposed explanation for a phenomenon, promoting a deeper understanding of the subject being studied.