Pearson’s phi coefficient was designed for two variables where a true dichotomy exists and thus the variables are not continuous. This technique is commonly used by psychometricians for test-construction in situations where a true dichotomy exists, such as “true” or “false” test items, and by epidemiologists who use it to assess a risk factor associated with the “presence” or “absence” of a disease against the incidence of mortality.
