Directions: Use the Crosstabs option in the Descriptives menu to answer the questions based on the following scenario. (Be sure to select Chi-square from the Statistics submenu and Observed, Expected, Row, and Column in the Cells submenu. Assume a level of significance of .05)
The school district recently adopted the use of e-textbooks, and the superintendent is interested in determining the level of satisfaction with e-textbooks among students and if there is a relationship between the level of satisfaction and student classification. The superintendent selected a sample of students from one high school and asked them how satisfied they were with the use of e-textbooks. The data that were collected are presented in the following table.
Student Classification (N = 115)
Satisfied |
Freshmen |
Sophomore |
Junior |
Senior |
Yes |
11 |
13 |
21 |
20 |
No |
23 |
15 |
14 |
9 |
Of the students that were satisfied, what percent were Freshmen, Sophomore, Junior, and Senior? (Round your final answer to 1 decimal place).
State an appropriate null hypothesis for this analysis.
What is the value of the chi-square statistic?
What are the reported degrees of freedom?
What is the reported level of significance?
Based on the results of the chi-square test of independence, is there an association between e-textbook satisfaction and academic classification?
Present the results as they might appear in an article. This must include a table and narrative statement that reports and interprets the results of the analysis.
There is an association between the two variable
There is no association between the two variable
of the students that were satisfied:
Freshmen were =16.9%
Sophomore were =20%
Junior were =32.3%
Senior were =30.8%
Test statistic:
degree of freedom = (number of rows -1)(number of columns-)=3
P value is 0.020
Level of significance =0.05
Since the P value is less than the significance level, we can reject the null hypothesis. Hence we have evidence that there is no association between e-textbook satisfaction and academic classification?
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