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A consumer advocate wants to find out if motivational speakers can actually improve people's earning power. He randomly selects a group of 25 people in his city and invites them to participate in a motivational course. He pays for the course if the participants all agree to share their income tax figures for the year before and the year after they take the course. He also pays the subjects a fee for participating in the study. The data summarized below is the results in terms of annual income before and after the course. Use a t-test for correlated groups to determine whether or not the motivational speaker has had an effect. What can you conclude if you use the appropriate 1 tail test and an alpha level of 0.01?

1 35000 34887
2 36284 36160
3 37438 37305
4 37769 37684
5 38449 38428
6 39755 39703
7 41353 41245
8 41541 41422
9 42539 42395
10 42625 42495
11 42672 42567
12 43607 43568
13 43841 43748
14 44430 44420
15 44487 44449
16 44513 44504
17 44699 44560
18 45111 45219
19 45507 45609
20 45625 45638
21 41257 41245
22 41545 41422
23 42519 42395
24 42625 42495
25 42672 42567

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