I often think of correlation vs causation in articles like these. Your answer is amazing because it touches on what parts are the correlation and what parts are the causation. It is clear here that coffee can be correlated with acne breakouts but does not cause them Meanwhile, the real cause of it is the sugar and milk in the coffee. Therefore, it is not coffee itself, but what people tend to put in their coffee.