Ms. Smith teaches three Algebra 1 classes that cover exactly the same content. She is wondering if changing the order of some of the lessons would be beneficial to students. In class A, she teaches everything in the traditional order. In class B, she decides to skip Chapter 1 as it is preliminary information that students may already know. In class C, she decides to do Chapter 5 prior to doing Chapter 3. She would like to know if there are any significant differences in the average scores of the three classes.
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Since we need to compare more than two population means so one way ANOVA will be used.
Following is the output of one way ANOVA:
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Class A | 25 | 1333.89 | 53.3556 | 788.9803173 | ||
Class B | 25 | 1239.43 | 49.5772 | 705.9474877 | ||
Class C | 25 | 1036.75 | 41.47 | 571.4606583 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 1843.920715 | 2 | 921.9603573 | 1.338509734 | 0.268682 | 3.123907 |
Within Groups | 49593.32312 | 72 | 688.7961544 | |||
Total | 51437.24383 | 74 |
The p-value of F test is:
p-value = 0.2687
Since p-value is greater than 0.05 so we cannot conclude that there is a significant differences in the average scores of the three classes.
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