It’s important to understand that correlation does not imply causation. While a correlation between two variables may exist, it does not necessarily mean that changes in one variable cause changes in the other. Causation requires a deeper understanding of the mechanisms and processes that link variables in a way that demonstrates a clear cause-and-effect relationship.
