Question

In: Statistics and Probability

One football player was tired of teachers and students making comments under the general assumption that...

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

Solutions

Expert Solution

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.


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