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 Majors |
Marketing Research | Advertising |
5 | 8 | 10 |
4 | 8 | 11 |
3 | 7 | 10 |
4 | 7 | 9 |
5 | 8 | 10 |
3 | 7 | 10 |
a. calculate the values below
sum of squares treatment | |
sum of squares error | |
mean of squares treatment | |
mean squares error |
b. use .05 to test for a significant difference in perception among these groups.
Calculate the value of the test statistic
c. using .05, determine where differences between the mean perception scores occur.
Calculate Fisher's LSD Value
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 |
X1 - X2 | ||
X1 - X3 | ||
X2 - X3 |
Applying one way ANOVA: (use excel: data: data analysis: one way ANOVA: select Array): |
Source | SS | df | MS | F | P value |
treatment | 109.0000 | 2 | 54.50 | 109.0000 | 0.0000 |
error | 7.5000 | 15 | 0.50 | ||
Total | 116.5000 | 17 |
a)
sum of sq;treatment= | 109.00 |
sum of sq; error= | 7.50 |
mean sq;treatment= | 54.50 |
mean square; error= | 0.50 |
b)
test statistic = | 109.00 |
p value is less than 0.01 | |
Conclude the treatment mean 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 | 3.50 | significant difference |
x1-x3 | 6.00 | significant difference |
x2-x3 | 2.50 | significant difference |
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