The following are examples in the analysis of an example problem from this topic. In each case, explain why the solution wrong.

 

1. Many early studies on the relationship between smoking and lung cancer found that smokers were about 13 times more likely to die from lung cancer than non-smokers. Still, people argued against a cause-and-effect conclusion, citing numerous possible confounding variables. Suppose a student argues that these studies are not convincing evidence because the researchers did not record the diets of the individuals. Explain why this argument is incomplete.

 

Solution

 

2. Suppose you did a randomized comparative experiment to see whether or not caffeine helped students on a midterm by randomly assigning half of the students to drink caffeine and the other half to drink a non-caffeinated coffee-flavored beverage on the morning of the exam. A student argues that that you can’t draw a cause-and-effect conclusion because you didn’t control for what the students ate for breakfast that morning. Explain why this argument is flawed.

 

Solution