The title of the study is Associations Between Caffeine Consumption, Cognitive Decline, and Dementia and the conclusions state:

    This review suggests that caffeine consumption [...] may reduce the risk of dementia 

So the title talks about an association and the conclusion talks about causation.

I think I have an idea of how they measure an association, but how do they determine if there's any causation?