Troy University Data Analysis Plan Worksheet

Description


SPSS Variable	Definition
Section	Class section
Quiz3	Quiz 3: number of correct answers

Step 1: Write Section 1 of the DAA: The Data Analysis Plan

Name the variables used in this analysis and whether they are categorical or continuous.
State a research question, null hypothesis, and alternate hypothesis for the analysis of variance (ANOVA).

Step 2: Write Section 2 of the DAA: Testing Assumptions

Test for one of the assumptions of ANOVA .ormality.

Create SPSS output showing the Shapiro-Wilk test of normality. Run the Shapiro-Wilk test on the dependent variable test for the entire sample. Do not split the data up by section before running the normality test.
Paste the table in the DAA.
Interpret the Shapiro-Wilk test and how you determined whether the assumption of normality was met or violated.

Step 3: Write Section 3 of the DAA: Results and Interpretation

Paste the following SPSS tables into the document:
- Descriptives table.
- ANOVA table.
- Multiple Comparison table.
Report the means and standard deviations of quiz3 for each group of the section variable.
Report the results of the F test and interpret the statistical results against the null hypothesis and state whether it is accepted or rejected.
Finally, if the F is significant, interpret the post-hoc tests (multiple comparisons).

Step 4: Write Section 4 of the DAA: Statistical Conclusions

Provide a brief summary of your analysis and the conclusions drawn about this ANOVA.
Analyze the limitations of the statistical test and/or possible alternative explanations for your results.

Step 5: Write Section 5 of the DAA: Application

Analyze how you might use the ANOVA in your field of study.

Name an independent variable (the IV should have three or more groups or categories) and dependent variable that would work for such an analysis and why studying it may be important to the field or practice.

Submit your DAA template as an attached Word document in the assignment area.

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Data Analysis & Application Template
Learner Name
Capella University
2
Data Analysis and Application (DAA) Template
Use this file for all assignments that require the DAA Template. Although the statistical
tests will change from week to week, the basic organization and structure of the DAA remains
the same. Update the title of the template. All should be written in narrative form (delete
numbered lists).
Data Analysis Plan
1. Name the variables and the scales of measurement.
2. State your research question, null and alternate hypothesis.
Testing Assumptions
1.
Interpret the Shapiro-Wilk test and how you determined whether the assumption of normality was
met or violated.
Results & Interpretation
1.
2. Report the means and standard deviations of quiz3 for each group of the section variable
3
Report the results of the F test and interpret the statistical results against the null hypothesis and
state whether it is accepted or rejected.
.Finally, if the F is significant, interpret the post-hoc tests (multiple comparisons).
Statistical Conclusions
1. Provide a brief summary of your analysis and the conclusions drawn.
2. Analyze the limitations of the statistical test.
3. Provide any possible alternate explanations for the findings and potential areas for future
exploration.
4
Application
1. Think of your own field of study. Describe how this type of analysis might be used in your
field.
2. Analyze what the value and potential implication of such an analysis would be.
5
References
Provide references in proper APA Style if necessary.

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