In epidemiological research, health outcomes are often correlated. Traditional ANOVA methods that analyze each outcome separately may not fully capture the multivariate nature of the data. MANOVA, on the other hand, accounts for the correlation between dependent variables, thereby providing a more comprehensive understanding of the influence of independent variables on health outcomes.