Question

In: Statistics and Probability

In a study, 2,017 high school students were questioned on the prevalence of symptoms of severe...

In a study, 2,017 high school students were questioned on the prevalence of symptoms of severe cold at the age of 15 and again, two years later at the age of 17 years. Was there a significant difference in the prevalence of severe cold at the two ages? Use a 5% level of significance. Give each of the following to receive full credit: 1) the appropriate null and alternative hypotheses; 2) the appropriate test; 3) the decision rule; 4) the calculation of the test statistic; and 5) your conclusion including a comparison to alpha or the critical value. You MUST show your work to receive full credit. Partial credit is available.

Severe colds
at age 15

Severe colds at age 17

Yes

No

Total

Yes

399

266

665

No

307

1045

1352

Total

706

1311

2017

Solutions

Expert Solution

1) the appropriate null and alternative hypotheses

Null hypotheses: There is no association between the two ages of severe cold.

Alternative hypotheses: There is an association between the two ages of severe cold.

2) the appropriate test

Observed (O)
Severe colds at age 17
Yes No Total
Severe colds at age 17 Yes 399 266 665
No 307 1045 1352
Total 706 1311 2017
Expected ( E)
Severe colds at age 17
Yes No
Severe colds at age 17 Yes 232.766485 432.23352
No 473.233515 878.76648
(E-O)^2/E
Severe colds at age 17
Yes No
Severe colds at age 17 Yes 118.718043 63.932066
No 58.3931202 31.445876

The test statistic is

The p-value for the Chi-square=272.486 for (2-1)(2-1)=1 is 0.000.

3) Decision: The p-value 0.000 is less than a 5% level of significance. Hence, reject the null hypothesis.

4) Conclusion: There is a significant difference in the prevalence of severe cold at the two ages.


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