t-Test Application and Interpretation
Step 1: Write Section 1 of the DAA: The Data Analysis PlanName the variables used in this analysis and whether they are categorical or continuous.State a research question, null hypothesis, and an alternate hypothesis for the independent samples t-test.Step 2: Write Section 2 of the DAA: Testing AssumptionsCreate SPSS output showing the Levene’s Test for Equality Variances. Run the Levene’s test on the dependent variable test for the entire sample. Do not split the data up by gender before running the homogeneity test.Paste the table in the DAA.Interpret the Levene’s test.Step 3: Write Section 3 of the DAA: Results and InterpretationPaste the SPSS output of the t test. Below the output:Report the means and standard deviations for each group.State the results of the t-test using the “Assume equal variances” row.Interpret the statistical results against the null hypothesis and state whether it is accepted or rejected.Step 4: Write Section 4 of the DAA: Statistical ConclusionsProvide a brief summary of your analysis and the conclusions drawn about this t-test.Analyze the limitations of the statistical test and/or possible alternative explanations for your results.Step 5: Write Section 5 of the DAA: ApplicationAnalyze how you might use the independent samples t-test in your field of study.Name an independent variable and dependent variable that would work for such an analysis and why studying it may be important to the field or practice.
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