Chapter 10
Module 2For self study: Running Tests in SPSS

Assignment 10.5
Assignment 5

Chi-Square

In Paul’s experiment participants were randomly assigned to four conditions. Open the file Paul​.sav and look at the variable “group”. Participants were shown a number of ads. One of the ads was a version of a film made by Paul himself, for a company called Job.nl. In the first group the ad was presented with a loud and supposedly irritating sound (…that of an alarm clock). The background color was a striking red. In the second, he presented the same ad with a more neutral white background. In the third, he showed the ad without the sound and with a red background, and in the last group the ad was presented without the sound and with a white background. Now, Paul’s idea was that the strikingness, (or irritation, one could say) might affect recall. So, the next day he contacted his participants by phone and asked them which of the ads they remembered. Take a look at his questionnaire. The first question simply pertains to recall, the second to cued recall, and the third was intended to assess what participants remembered of the content of the ads. Let us look at what the participants thought of the ads. Conduct two Chi-Square tests.

In the first, “group” should be the independent variable and use “postirri” as the dependent variable. “Postirri” is a nominal variable: a score 1 stands for choosing Paul’s ad as the most irritating ad, and 0 for choosing another. What do the results tell you? In the second Chi-square test you simply change the dependent variable; instead of “postirri” you investigate “posteffe”: a score 1 stands for choosing Paul’s ad as the most effective, and 0 for choosing another. Interpret the results. What do they tell you, in relation to the previous test you ran?

Assignment 5

We hope you successfully ran the Chi-Square test. This should result in the following output:

POSTIRRI * Condition Crosstabulation
Count
Condition
sound and red sound and white silent and red silent and white Total
POSTIRRI Other ad was most irritating  1  2 13 12 28
Paul’s ad most irritating 13 12  1  2 28
Total 14 14 14 14 56

The data suggest that the sound contributed to choosing Paul’s ad as the most irritating. In the groups without the sound we see that most people (13 and 12 out of 14) did not chose Paul’s ad as the most irritating. With the sound, must people did mention Paul’s ad (again 13 and 12 out of 14!).

Chi-Square Tests
Value df Asymp. Sig. (2-sided)
Pearson Chi-Square      34,857(a) 3 ,000
Likelihood Ratio    40,256 3 ,000
Linear-by-Linear Association    27,163 1 ,000
N of Valid Cases 56

a 0 cells (,0%) have expected count less than 5. The minimum expected count is 7,00.

You probably already expected that this effect would be significant. The pattern was very clear. The information for the Chi-Square tests confirms this (Chi2 = 34.9, df = 3, p < .000).

For the second part of the assignment you follow the same procedure as described above. First you make the new variable; then you run the test.

POSTEFFE * Condition Crosstabulation
Count
Condition
sound and red sound and white silent and red silent and white Total
POSTEFFE Another ad is the most effective  9  8  7  9 33
Paul’s ad is the most effective  5  6  7  5 23
Total 14 14 14 14 56

The table above presents the result. As you can see immediately, the pattern is not as clear as it was in the previous test you ran. There does not seem to be a relation between the two variables, that is, between mentioning Paul’s ad as the most effective ad and the format in which he presented his ad. And this impression is confirmed by the statistics of the Chi-Square tests as can be seen below.

Chi-Square Tests
Value df Asymp. Sig. (2-sided)
Pearson Chi-Square ,812(a) 3 ,847
Likelihood Ratio  ,809 3 ,847
Linear-by-Linear Association  ,014 1 ,904
N of Valid Cases    56

a 0 cells (,0%) have expected count less than 5. The minimum expected count is 5,75.

It is clear that the most irritating ad does not necessarily mean that it is also the most effective, at least in the perception of Paul’s participants.