In: Statistics and Probability
Stats I, Item # Q-02
At the Joseph Biden Middle School in Down-the-Shore, Delaware, student reading comprehension was evaluated, both pre-test and post-test, bookending a pilot program intervention advocated by the district superintendent and board of education.
Pre-Test |
66 |
45 |
70 |
32 |
60 |
84 |
25 |
76 |
50 |
88 |
75 |
64 |
Post-Test |
80 |
54 |
78 |
28 |
76 |
76 |
50 |
72 |
75 |
90 |
75 |
56 |
The vice-principal optimistically expected that the intervention would improve reading comprehension scores, whereas the principal pessimistically anticipated that the instrument confused students and scores dropped. Identify the mean average scores on the pre-test and post test instruments, and what the average change was across all participants reported in this sample. Test with 90% confidence that the claim that the intervention had an impact of some kind. State the hypotheses and the conclusions, both technically and contextually. Confirm the findings with the corresponding p-value and confidence interval.
Number | Pre Test | post Test | Difference | |
66 | 80 | -14 | 60.0625 | |
45 | 54 | -9 | 7.5625 | |
70 | 78 | -8 | 3.0625 | |
32 | 28 | 4 | 105.0625 | |
60 | 76 | -16 | 95.0625 | |
84 | 76 | 8 | 203.0625 | |
25 | 50 | -25 | 351.5625 | |
76 | 72 | 4 | 105.0625 | |
50 | 75 | -25 | 351.5625 | |
88 | 90 | -2 | 18.0625 | |
75 | 75 | 0 | 39.0625 | |
64 | 56 | 8 | 203.0625 | |
Total | 735 | 810 | -75 | 1542.25 |
To Test :-
H0 :-
H1 :-
Test Statistic :-
t = -1.8285
Test Criteria :-
Reject null hypothesis if
Result :- Reject null hypothesis
Confidence Interval :-
Lower Limit =
Lower Limit = -12.3887
Upper Limit =
Upper Limit = -0.1113
90% Confidence interval is ( -12.3887 , -0.1113 )
P value = P ( t > -1.8285 ) = 0.0947
Decision based on P value
Reject null hypothesis if P value < = 0.10 level of significance
P value = 0.0947 < 0.10, hence we reject null hypothesis
Conclusion :- Reject H0
There is sufficient evidence to support the claim that the intervention had an impact of some kind.