Block Design Example: It is known in pharmacology that men and women react differently to drugs. When designing a study for a new drug, researchers want to insure that the drug works effectively on both males and females. Consequently, the subjects are first divided by gender, then subjects from each gender are randomly assigned to each treatment.

Blocking factor: gender