In order for the Central Limit Theorem to be used to justify using a Z-test to test hypotheses about proportions, we must be satisfied that 1) all observed cases are independent of each other and 2) the study is large enough as conventionally indicated by assessing if at least 10 "successes" and 10 "failures" have been observed in each group.