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