In: Statistics and Probability
A researcher drew a random sample of 57 college students and asked whether they knew how to properly recycle e-waste. The researcher also asked them their academic major (whether they were a computer science major "yes" or "no"). The researcher obtained the results in the table below. Open the M15 Data File and follow the instructions on how to run a chi-square test in SPSS.
Do you know how to properly recycle e-waste?
Academic Major | Yes | No |
Non-Computer Science | 5 | 19 |
Computer Science | 26 | 7 |
Use this information to answer questions #1 - #6.
Question 1
What is the expected frequency for non-computer science majors who do not know how to properly recycle e-waste?
Question 2
What is the expected frequency for non-computer science majors who know how to properly recycle e-waste?
Question 3
What is the expected frequency for computer science majors who know how to properly recycle e-waste?
Question 4
What is the expected frequency for computer science majors who do not know how to properly recycle e-waste?
Question 5
What is the chi-square value?
Question 6
What are the df?
From the given data
1) The expected frequency for non-computer science majors who do not know how to properly recycle e-waste is
24*26 / 57 = 10.947
2) The expected frequency for non-computer science majors who know how to properly recycle e-waste is
24*31 / 57 = 13.053
3) The expected frequency for computer science majors who know how to properly recycle e-waste is
33*31/57 = 17.947
4) The expected frequency for computer science majors who do not know how to properly recycle e-waste is
33*26/57 = 15.053
5) The chi-square value is
Critical X^2: 3.841456
6) Degrees of freedom: (2-1)*(2-1) = 1
The chi-square contribution values are
Test Statistic, X^2: 18.8122
Since Chi-square value > Chi-sqauare critical value so we reject H0
Thus we conclude that Academic Major and e-waste are not independent