06 Feb Write Section 1 of the DAA: The Data Analysis Plan Name the four variables used in this analysis and whether they are c
Step 1: Write Section 1 of the DAA: The Data Analysis Plan
- Name the four variables used in this analysis and whether they are categorical or continuous.
- State a research question, null hypothesis, and alternate hypothesis for total and final.
- State a research question, null hypothesis, and alternate hypothesis for gpa and quiz1.
Step 2: Write Section 2 of the DAA: Testing Assumptions
Test for one of the assumptions of correlation – normality.
- Create a descriptive statistics table in SPSS to assess normality. This table should include the four variables named above.
- Paste the table in the DAA.
- Interpret the skewness and kurtosis values 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 intercorrelation matrix (SPSS Correlation table) for the four variables into the document.
- Below the output, first report the total-final correlation including degrees of freedom, correlation coefficient, and p value. Specify whether or not to reject the null hypothesis for this correlation.
- Second, report the gpa-quiz1 correlation including degrees of freedom, correlation coefficient, and p value. Specify whether or not to reject the null hypothesis for this correlation.
Step 4: Write Section 4 of the DAA: Statistical Conclusions
- Provide a brief summary of your analysis and the conclusions drawn about correlations.
- 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 correlations in your field of study.
- Name two variables that would work for such an analysis and why studying the relationship may be important to the field or practice.
Submit your DAA template as an attached Word document in the assignment area.
Competencies Measured
By successfully completing this assignment, you will demonstrate your proficiency in the following course competencies and assignment criteria:
- Competency 1: Analyze the computation, application, strengths, and limitations of various statistical tests.
- Analyze statistical assumptions.
- Competency 2: Analyze the decision-making process of data analysis.
- Articulate the data analysis plan.
- Competency 3: Apply knowledge of hypothesis testing.
- Interpret statistical results and hypotheses.
- Competency 4: Interpret the results of statistical analyses.
- Explain statistical conclusions, the limitations of the test, and possible alternative explanations.
- Competency 6: Apply the results of statistical analyses (your own or others) to your field of interest or career.
- Analyze the potential applications of the test in the field and their implications.
- Competency 7: Communicate in a manner that is scholarly, professional, and consistent with the expectations for members in the identified field of study.
- Communicate in a manner that is scholarly, professional, and adheres to APA style and formatting.
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Correlations
DAA Section 2: Testing Assumptions
Open grades.sav in SPSS.
On the Analyze menu, point to Descriptive Statistics and select Descriptives…
Select quiz1. Select the arrow to move quiz1 to the Variables box.
Select gpa. Select the arrow to move gpa to the Variables box.
Select total. Select the arrow to move total to the Variables box.
Select final. Select the arrow to move final to the Variables box.
Select Options…
Select Kurtosis and Skewness. Select Continue.
Press OK.
Copy and paste the table into DAA Section 2.
Below the output, discuss the skewness and kurtosis values and how you determined whether the assumption of normality was met or violated.
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DAA Section 3: Intercorrelation Matrix
On the Analyze menu, scroll down to Correlate and select Bivariate…
Select quiz1. Select the arrow to move quiz1 to the Variables box.
Select gpa. Select the arrow to move gpa to the Variables box.
Select total. Select the arrow to move total to the Variables box.
Select final. Select the arrow to move final to the Variables box.
Press OK.
Copy and paste the intercorrelation matrix into DAA Section 3.
Below the output, first report the total-final correlation including degrees of freedom, correlation coefficient, and p value. Specify whether or not to reject the null hypothesis for this correlation. Second, report the gpa-quiz1 correlation including degrees of freedom, correlation coefficient, and p value. Specify whether or not to reject the null hypothesis
DAA Sections 2 and 3 should look like the next page.
Testing Assumptions
Interpret the skewness and kurtosis values and how you determined whether the assumption of normality was met or violated.
Results & Interpretation
Below the output, first report the total-final correlation including degrees of freedom, correlation coefficient, and p value. Specify whether or not to reject the null hypothesis for this correlation. Second, report the gpa-quiz1 correlation including degrees of freedom, correlation coefficient, and p value. Specify whether or not to reject the null hypothesis for this correlation.
SCREENSHOTS TAKEN FROM SPSS (PC) VERSION 28.
QUESTIONS? EMAIL: [email protected]
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Running head: DATA ANALYSIS AND APPLICATION TEMPLATE 1
PAGE
1
Data Analysis & Application Template
Learner Name
Capella University
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. Paste the SPSS output for the given assumption.
2. Summarize whether or not the assumption is met.
Results & Interpretation
1. Paste the SPSS output for main inferential statistic(s) as discussed in the instructions.
2. Interpret statistical results as discussed in the instructions.
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.
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.
References
Provide references in proper APA Style if necessary.
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