Formulating the null hypothesis involves clearly defining the variables and the expected relationship between them. For example, in a study examining the effect of a new vaccine on disease incidence, the null hypothesis might be: "The new vaccine has no effect on the incidence of the disease." This hypothesis is then tested against the alternative hypothesis (HA), which states that there is an effect.