Once the researcher has determined the hypothesis, he or she can start identifying data
sources and developing appropriate tests to examine that hypothesis. This process is usually one of
the most time-consuming parts of doing research, since only a carefully constructed test will be
empirically valid. Validity refers to how well the test actually addresses the research question, and
ensuring validity is the most important part of designing the tests.