In: Statistics and Probability
What would be an example of an experimental design involving manipulation?
Example of an Experimental Design involving manipulation:
Step 1:
Let the research question be:
Does music in the background improve the performance of a student?
Step 2:
Randomly assign the n volunteer students to one of the two mutually exclusive groups:
Group 1: Exprimental Group: Students studying with music in the background
Group 2: Control Group: Students studying without music in the background
Step 3:
Evaluate the performance of each student by a test after the experimentation and tabulate their scores in the test
Step 4:
Conduct a Two Independent Samples t test to find out whether the performance of the student is significantly higher for studying with music in the background as compared to studying without music in the background.
Explanation:
In the above experimentation for answering the research question,
"Does music in the background improve the performance of a
student?", the researcher manipulates the Independent Variable:
with or without music in the background in order to study its
effect on the Dependent Variable: the performance of the
student.