Correlation is not causation

While we know that correlation is not causation, we can determine that variables are, in fact, fundamentally related so that we can create tests and measures that are associated with a criterion we wish to forecast. However, there are some inherent problems. Discuss at least two of the concerns with using correlation-based methods