In: Statistics and Probability
Professor Smith would like to see if giving the students chocolate made a difference in their levels of happiness. The students were asked to rate how happy they felt on a 1(not happy at all) to 10(the happiest they have ever been) level before they were given chocolate and after. Please use the following data for questions a-d.
Pretest | Post-Test |
2 | 5 |
4 | 5 |
3 | 6 |
4 | 5 |
5 | 7 |
6 | 8 |
(a)
Values of d = Pretest - Post test are got as follows:
- 3, - 1, - 3, - 1, - 2, - 2
From the d values the following statistics are calculated:
n = 6
= - 12/6 = - 2
sd = 0.8944
SE = sd/
= 0.8944/ = 0.3651
Test statistic is:
t = - 2/0.3651 = - 5.48
So
test static is:
- 5.48
(b)
(i)
For = 0.05
ndf = n - 1 = 6 - 1 = 5
From Table, critical values of t = 2.5706
(ii)
For = 0.01
ndf = n - 1 = 6 - 1 = 5
From Table, critical values of t = 4.0321
(c)
(i)
For = 0.05:
Since calculated value of t = - 5.48 is less than critical value of t = - 2.5707, the difference is significant. Reject null hypothesis.
Conclusion:
The data support the claim that giving the students chocolate made
a difference in their level of happiness.
(ii)
For = 0.01:
Since calculated value of t = - 5.48 is less than critical value of t = - 4.0321 the difference is significant. Reject null hypothesis.
Conclusion:
The data support the claim that giving the students chocolate made
a difference in their level of happiness.
(d)
The results are:
The data support the claim that giving the students chocolate made a difference in their level of happiness.