16) What is the “reverse causality” problem in determining cause and effect?
A) It is a problem that occurs when one concludes that a change in variable X caused a change in
variable Y when in actual fact, it is a change in variable Z that caused a change in variable Y.
B) It is a problem that occurs when one observes that a change in variable X caused a change in
variable Y which caused a change in variable Z and concludes that a change in variable X caused
a change in variable Z.
C) It is a problem that occurs when one concludes that a change in variable X caused a change in
variable Y when in actual fact, it is a change in variable Y that caused a change in variable X.
D) It is a problem that arises when two variables are inter-connected so that a change in variable
X causes a change in variable Y, and a change in variable Y causes a change in variable X.
17) The number of people who have gray hair is very high among residents living in Florida. A
student concludes that living in Florida causes hair to turn gray. What is the flaw in this student’s
reasoning?
A) The student is drawing a false conclusion by making the mistake of omitting critical variables
such as the age and gender of the residents.
B) The student is using an inadequate sample size.
C) The student is drawing a false conclusion; he is confusing cause and effect.
D) The student has failed to take into account other causes of gray hair.