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NONPARAMETRIC TESTS ASSIGNMENT INSTRUCTIONS

Assignment #4

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Questions and Tables

 

Federal Employee Survey 2018. Sav

 

1. Address the following research question using a nonparametric Mann Whitney U test:

RQ 6: Is there a significant difference in the agreement as to whether the federal agency supervisor provides the employee with opportunities to demonstrate his or her leadership skills (Q43) based on the sex of the employee (DSEX)?

· H06: There is no statistically significant difference in the agreement as to whether the federal agency supervisor provides the employee with opportunities to demonstrate his or her leadership skills (Q43) based on the sex of the employee (DSEX).

· Ha6: There is a statistically significant difference in the agreement as to whether the federal agency supervisor provides the employee with opportunities to demonstrate his or her leadership skills (Q43) based on the sex of the employee (DSEX).

 

1. Now, perform a nonparametric Mann Whitney U test with:

· sex (DSEX) as your independent variable groups (male=1 and female=2) and;

· Q43 as your dependent variable.

2. Use Cronk and provided resources to interpret the results of the Mann Whitney U test.

3. Click on AnalyzeNonparametric TestsIndependent Samples.

4. Click on use Compare Medians. This is because the dependent variable Q43 is ordinal and not normally distributed.

5. Move Q43 to test Fields box and MSEX to Groups box.

6. Then, Click on Run arrow.

7. The Hypothesis Summary appears. Double click on it and you get the graph and table as well on auxiliary view.

 

 

 

 

 

 

Independent-Samples Mann-Whitney U Test

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Independent-Samples Median Test

 

43. My supervisor provides me with opportunities to demonstrate my leadership skills. across Are you:

 

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Independent-Samples Mann-Whitney U Test

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Independent-Samples Mann-Whitney U Test

 

43. My supervisor provides me with opportunities to demonstrate my leadership skills. across Are you:

 

 

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2. Address the following research question using a Kruskal Wallis H test:

RQ 7: Is there a significant difference in the agreement as to whether the federal agency supervisor provides the employee with opportunities to demonstrate his or her leadership skills (Q43) based on the education level of the employee (DEDUC)?

· H07: There is no statistically significant difference in the agreement as to whether the federal agency supervisor provides the employee with opportunities to demonstrate his or her leadership skills (Q43) based on the education level of the employee (DEDUC).

· Ha7: There is a statistically significant difference in the agreement as to whether the federal agency supervisor provides the employee with opportunities to demonstrate his or her leadership skills (Q43) based on the education level of the employee (DEDUC).

 

1. Now, perform a nonparametric Kruskal Wallis H test with:

· education level of the employee (DEDUC) as your independent variable groups (Less than Bachelor’s=1, Bachelor’s=2, and Beyond Bachelor’s=3) and;

· Q43 as your dependent variable.

2. Use Cronk and provided resources to interpret the results of the Kruskal Wallis H test.

3. Click on AnalyzeNonparametric TestsIndependent Samples.

4. Click on use Compare Medians. This is because the dependent variable Q43 is ordinal and not normally distributed.

5. Move Q43 to test Fields box and MSEX to Groups box.

6. Select Settings tab.

7. In the Settings tab, check Kruskal Wallis test.

8. Then, click on the Run arrow.

9. The Hypothesis Summary appears. Double click on it and you get the graph and table as well on auxiliary view.

 

Independent-Samples Kruskal-Wallis Test

 

43. My supervisor provides me with opportunities to demonstrate my leadership skills. across What is the highest degree or level of education you have completed?

 

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43. My supervisor provides me with opportunities to demonstrate my leadership skills. across What is the highest degree or level of education you have completed?

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Independent-Samples Kruskal-Wallis Test

 

43. My supervisor provides me with opportunities to demonstrate my leadership skills. across What is the highest degree or level of education you have completed?

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