Why Should Researchers Not Choose Independent Variables Arbitrarily

Multiple Choice

Why should researchers not choose independent variables arbitrarily?

A) Because there are certain variables that should not be used in research
B) Because variables have different types of measurement
C) Because we are trying to explain variation in independent variables in our research
D) Because there should be a reason for which an independent variable is included