Correlation does not require causation, and it is a common logical fallacy to believe otherwise. When two variables are positively correlated, that does not necessarily mean that one variable causes changes in the other. Both variables may be influenced by an unknown third factor, or the apparent relationship between the variables might be a coincidence.