A researcher wanted to see if there was an association between the number of hours spent watching TV and students’ grade point averages. He found
r represents the correlation coefficient.
Review the Math Notes box in section 4.2.4
Therefore, there is a good, but not great association between these two variables, meaning as the number of TV watching hours increases, the GPA of the student tends to decrease.
Any other variability should be attributed to other factors.