In: Statistics and Probability
A researcher wants to know how optimistic students are about getting a job after they finish their university studies. The researcher randomly selected 10 students from the graduating class to complete a short questionnaire. A key question asked what was the likelihood that the student would get their preferred job soon after graduation. The questionnaire used a 7-point scale from extremely unlikely (1) to extremely likely (7). The researcher wanted to know if students’ responses were consistently above or below the neutral point on the scale (hint: μ = 4). The students’ ratings are below.
Rating (X) |
Squared Deviations |
5 |
0.09 |
3 |
2.89 |
6 |
1.69 |
2 |
7.29 |
7 |
5.29 |
6 |
1.69 |
7 |
5.29 |
4 |
0.49 |
2 |
7.29 |
5 |
0.09 |
Approximately, what is the observed value of the test statistic and what is your decision regarding the null hypothesis?
Following table shows the calculations:
X | (X-mean)^2 | |
5 | 0.09 | |
3 | 2.89 | |
6 | 1.69 | |
2 | 7.29 | |
7 | 5.29 | |
6 | 1.69 | |
7 | 5.29 | |
4 | 0.49 | |
2 | 7.29 | |
5 | 0.09 | |
Total | 47 | 32.1 |
Conclusion: Fail to reject the null hypothesis