In: Statistics and Probability
One football player was tired of teachers and students making comments under the general assumption that student-athletes were less intelligent or inferior students to those not playing sports. To get rid of the “dumb jock” labels, he compared the results on a college readiness assessment of student-athletes and non-athletes. On this particular assessment, a student could receive the following scores: “under-prepared,” “on-track,” or “college-ready.” He recorded the following chart:
| 
 Under-Prepared  | 
 College-Ready  | 
|
| 
 Athlete  | 
 88  | 
 224  | 
| 
 Non-Athlete  | 
 127  | 
 300  | 
H0: Null Hypothesis: college readiness assessment of student-athletes and non-athletes are independent. (Claim)
H0: Null Hypothesis: college readiness assessment of student-athletes and non-athletes are independent.
Observed Frequencies:
| Under prepared | College ready | Total | |
| Athlete | 88 | 224 | 312 | 
| Non-athlete | 127 | 300 | 427 | 
| Total | 215 | 524 | 739 | 
Expected Frequencies:
| Under prepared | College ready | Total | |
| Athlete | 215X312/739=9.77 | 524X312/739=221.23 | 312 | 
| Non-athlete | 215X427/739=124.23 | 524X427/739=302.77 | 427 | 
| Total | 215 | 524 | 739 | 
Test Statistic (
)
is got as follows:
| Observed (O) | Expected (E) | (O - E)2/E | 
| 88 | 90.77 | 0.08 | 
| 224 | 221.23 | 0.03 | 
| 127 | 124.23 | 0.06 | 
| 300 | 302.77 | 0.03 | 
Total =  
 = | 
0.21 | 
Degrees of Freedom = (r - 1) X (c - 1)= (2 - 1)X (2 - 1) =1
By Technology, p - value = 0.6495
Since p - value = 0.6495 is greater than 
 = 0.05, the difference is not significant. Fail to reject null
hypothesis.
Conclusion:
The data support the claim that college readiness assessment of
student-athletes and non-athletes are independent.