I have a categorical variable with 2 categories ("Health") ('healthy', 'not_healthy') and another categorical variable ("country") with 5 categories ("english", "eua", "Australia", "spain", "Germany"). I want to check if there is any relation between health and country. I can perform chi-squared and, having a p-value < 0.05, I can reject the null hypothesis and states that under a confidence interval of 95%, country is related to health.
However, what now I want to know is which country is more related to being healthy or not? That is, which country increases the likelihood that a person will be a healthy person if they are from that country? Is there any statistical test that I can perform or is it determined only by data visualization (healthy graph x country)?
