The school district recently adopted the use of e-textbooks, andthe superintendent is interested in determining the level ofsatisfaction with e-textbooks among students and if there is arelationship between the level of satisfaction and studentclassification. The superintendent selected a sample of studentsfrom one high school and asked them how satisfied they were withthe use of e-textbooks. The data that were collected are presentedin the following table.

Table 1: Student Classification (N=128)

Satisfied	Freshman	Sophomore	Junior	Senior
Yes	23	21	15	8
No	8	14	15	24

Questions

1. Of the students that were satisfied, what percent wereFreshmen, Sophomore, Junior, and Senior? (Round your final answerto 1 decimal place).

2. State an appropriate null hypothesis for this analysis.

3. What is the value of the chi-square statistic?

4. What are the reported degrees of freedom?

5. What is the reported level of significance?

6. Based on the results of the chi-square test of independence,is there an association between e-textbook satisfaction andacademic classification?

7. Present the results as they might appear in an article.

This must include a table and narrative statement that reportsand interprets the results of the analysis. Note: The table must becreated using your word processing program. Tables that are copiedand pasted from SPSS are not acceptable.