Mann-Whitney U and Homogeneity of Variance
Correct for violating the assumption of homogeneity of variance with independent samples t-test
The steps for conducting a Mann-Whitney U test when statistical assumptions are not met
2. Click Analyze.
3. Drag the cursor over the Nonparametric Tests drop-down menu.
4. Drag the cursor over the Legacy Dialogs drop-down menu.
5. Click 2 Independent Samples.
6. Click on the continuous outcome variable to highlight it.
7. Click on the arrow button to move the outcome variable into the Test Variable List: box.
8. Click on the "grouping" variable to highlight it and click on the arrow to move the "grouping" variable into the Grouping Variable: box.
9. Click on the Define Groups button.
10. Enter the categorical value for the first independent group into the Group 1: box. Example: "0"
11. Enter the categorical value for the second independent group into the Group 2: box. Example : "1"
12. Click Continue.
13. Click OK.
The steps for interpreting the SPSS output for a Mann-Whitney U test
If it is LESS THAN .05, then researchers have evidence of a statistically significant difference in the continuous outcome variable between the two independent groups.
If the p-value is MORE THAN .05, then researchers have evidence that there is NOT a statistically significant difference in the continuous outcome variable between the two independent groups.
2. Medians and interquartile ranges are reported for each independent group when using the Mann-Whitney U test.
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