The following data are from an experiment designed to investigate the perception of corporate ethical values among individuals who are in marketing. Three groups are considered: management, research and advertising (higher scores indicate higher ethical values).
Marketing Managers | Marketing Research | Advertising |
10 | 10 | 7 |
9 | 10 | 8 |
8 | 9 | 7 |
9 | 9 | 6 |
10 | 10 | 7 |
8 | 9 | 7 |
a. Compute the values identified below (to 2 decimal, if necessary).
Sum of Squares, Treatment | |
Sum of Squares, Error | |
Mean Squares, Treatment | |
Mean Squares, Error |
b. Use to test for a significant difference in perception among the three groups.
Calculate the value of the test statistic (to 2 decimals).
The -value is - Select your answer -less than .01between .01 and .025between .025 and .05between .05 and .10greater than .10Item 6
What is your conclusion?
- Select your answer -Cannot conclude there are differences among the mean perception scores for the three groupsConclude the mean perception scores for the three groups are not all the sameItem 7
c. Using , determine where differences between the mean perception scores occur.
Calculate Fisher's LSD value (to 2 decimals).
Test whether there is a significant difference between the means for marketing managers (1), marketing research specialists (2), and advertising specialists (3).
Difference | Absolute Value | Conclusion |
- Select your answer -No significant differenceSignificant differenceItem 10 | ||
- Select your answer -No significant differenceSignificant differenceItem 12 | ||
- Select your answer -No significant differenceSignificant differenceItem 14 |
Applying one way ANOVA: (use excel: data: data analysis: one way ANOVA: select Array): |
Source | SS | df | MS | F | P value |
Between | 21.00 | 2 | 10.500 | 21.000 | 0.000 |
Within | 7.50 | 15 | 0.5000 | ||
Total | 28.50 | 17 |
a)
sum of sq;treatment= | 21.00 |
sum of sq; error= | 7.50 |
mean sq;treatment= | 10.50 |
mean square; error= | 0.50 |
b)
test statistic = | 21.00 |
p value is less than 0.01 |
Conclude the mean perception scores for the three groups are not all the same
c)
critical value of t with 0.05 level and N-k=15 degree of freedom= | tN-k= | 2.131 | |||
Fisher's (LSD) for group i and j =(tN-k)*(sp*√(1/ni+1/nj) = | 0.87 |
Difference | Absolute Value | Conclusion |
x1-x2 | 0.50 | not significant difference |
x3-x1 | 2.00 | significant difference |
x3-x2 | 2.50 | significant difference |
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