Answer the following questions extensively.

1. A researcher randomly selects a group of smokers and a group of non-smokers and then measures lung disease in each group. What type of design is this? If the researcher observes a difference between the groups in the rate of lung disease, why can he or she not conclude that the difference is caused by smoking?