Answer:
That statement is true.
Explanation:
There are different types of statistical tests, and each of them might require different type of data to work with.
For example:
if the researchers want to conduct a Paired T-Test, The researchers need to design the questions in a way that could find difference between two variables within one population.
If the researchers want to conduct a Independent T-Test, they need to design the questions in a way that could find a difference between a same variable within different population.