Suppose That You Are Conducting a Study to Compare the Proportion

Essay

Suppose that you are conducting a study to compare the proportion of people who have a certain disease between people who classify themselves as active vs. sedentary. For questions suppose that the study produces a fairly large $p$ -value.
-Would it be legitimate to conclude that the two populations have identical proportions with the disease? Explain briefly.