If you have the IV of X and observe the results of Y, what is the third explanation for this?
Answer: - There could be an unknown 3rd factor determining which level the IV participants are in. (confounding variable)
E.g Relationship between smoking and cancer.
Higher rate of cancer in smokers than non-smokers.
Another factor? stress - can motivate people to smoke/smoke more often.