In: Math
A doctor would like to evaluate whether flu-frequency is different among patients of various ages. He groups his most recent 12 patients into four groups according to age (pediatric, young adult, older adult, senior), and counts the frequency of their flu-related visits. Below is his data. Test the hypothesis that flu frequency is different among pediatric, adult, older adult, and senior patients using an alpha level of .01.
Pediatric |
Young adult |
Older adult |
Senior |
6 |
2 |
4 |
7 |
4 |
1 |
0 |
9 |
5 |
0 |
0 |
12 |
Find the critical value:
Calculate the obtained statistic:
Column 1 | Column 2 | Column 3 | Column 4 | Total | |
Row 1 | 6 | 2 | 4 | 7 | 19 |
Row 2 | 4 | 1 | 0 | 9 | 14 |
Row 3 | 5 | 0 | 0 | 12 | 17 |
Total | 15 | 3 | 4 | 28 |
50 |
Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
H_0: flu frequency is not different among pediatric, adult, older adult, and senior patients
H_a: flu frequency is different among pediatric, adult, older adult, and senior patients
critical value: :
Based on the information provided, the significance level is α = 0.01 , the number of degrees of freedom is df=(3−1)×(4−1)=6,
critical value = 16.812
Test statistic:
So from the above calculations
Conclusion
It is concluded that the null hypothesis Ho is not rejected. Therefore flu frequency is not different among pediatric, adult, older adult, and senior patients at the 0.01 significance level.