Articulate the null hypothesis and alternative hypothesis.

One-Way ANOVA

As with your previous assignments, you will complete this assignment with the DAA Template. Links to additional resources are available in the Resources area.

Reminder: The format of this SPSS assignment should be narrative with supporting statistical output (table and graphs) integrated into the text in the appropriate places (not all at the end of the document).

You will analyze the following variables in the grades.sav data set:

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  • section
  • quiz3

Step 1: Write Section 1 of the DAA.

  • Provide the context of the grades.sav data set.
  • Include a definition of the specified variables (predictor, outcome) and corresponding scales of measurement.
  • Specify the sample size of the data set.

Step 2: Write Section 2 of the DAA.

  • Analyze the assumptions of the one-way ANOVA.
  • Paste the SPSS histogram output for quiz3 and discuss your visual interpretations.
  • Paste SPSS descriptives output showing skewness and kurtosis values for quiz3 and interpret them.
  • Paste SPSS output for the Shapiro-Wilk test of quiz3 and interpret it.
  • Report the results of the Levene test and interpret it.
  • Summarize whether or not the assumptions of the one-way ANOVA are met.

Step 3: Write Section 3 of the DAA.

  • Specify a research question related to the one-way ANOVA.
  • Articulate the null hypothesis and alternative hypothesis.
  • Specify the alpha level.

Step 4: Write Section 4 of the DAA.

  • Begin by pasting SPSS output of the means plot and providing an interpretation.
  • Also report the means and standard deviations of quiz3 for each level of the section variable.
  • Next, paste the SPSS ANOVA output and report the results of the F test, including:
    • Degrees of freedom.
    • F value.
    • p value.
    • Calculated effect size.
    • Interpretation of the effect size.
  • Finally, if the omnibus F is significant, provide the SPSS post-hoc (Tukey HSD) output.
    • Interpret the post-hoc tests.

Step 5: Write Section 5 of the DAA.

  • Discuss the conclusions of the one-way ANOVA as it relates to the research question.
  • Conclude with an analysis of the strengths and limitations of one-way ANOVA.

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

Note: Your instructor may also use the Writing Feedback Tool to provide feedback on your writing. In the tool, click the linked resources for helpful writing information.

Resources

  • One-Way ANOVA Scoring Guide.
  • DAA Template [DOCX].
  • SPSS Data Analysis Report Guidelines.
  • Copy/Export Output Instructions.
  • APA Style and Format.
  • Writing Feedback Tool.
  • IBM SPSS Step-by-Step Guide: One-Way ANOVA [DOC].One-Way ANOVA Scoring Guide

    Due Date: End of Unit 10 Percentage of Course Grade: 12%.

    CRITERIA NON-PERFORMANCE BASIC PROFICIENT DISTINGUISHED

    Apply the appropriate SPSS procedures to check assumptions and calculate the one- way ANOVA to generate relevant output. 20%

    No SPSS output is provided.

    Includes some, but not all, of required the output. Numerous errors in SPSS output.

    Includes all relevant output, but also includes irrelevant output. One or two errors in SPSS output.

    Includes all relevant output; no irrelevant output is included. No errors in SPSS output.

    Provide context for the data set, including a definition of required variables and scales of measurement. 10%

    Does not provide context for the data set.

    Provides partial context for the data set. May or may not include a definition of required variables and scales of measurement.

    Provides context for the data set, including a definition of required variables and scales of measurement.

    Provides exemplary context for the data set, including a definition of required variables and scales of measurement.

    Analyze the assumptions of the one-way ANOVA. 20%

    Does not analyze the assumptions of the one-way ANOVA.

    Identifies, but does not analyze, the assumptions of the one-way ANOVA.

    Analyzes the assumptions of the one-way ANOVA.

    Evaluates the assumptions of the one-way ANOVA.

    Articulate a research question, null hypothesis, alternative hypothesis, and alpha level. 10%

    Does not articulate a research question, null hypothesis, alternative hypothesis, and alpha level.

    Partially articulates a research question, null hypothesis, alternative hypothesis, and alpha level.

    Articulates a research question, null hypothesis, alternative hypothesis, and alpha level.

    Articulates a research question, null hypothesis, alternative hypothesis, and alpha level in an exemplary manner.

    Interpret the one- way ANOVA output. 20%

    Does not interpret the one-way ANOVA output.

    Partially interprets the one-way ANOVA output.

    Interprets the one- way ANOVA output.

    Interprets the one-way ANOVA output in an exemplary manner.

    Generate a conclusion that includes strengths and limitations of the one-way ANOVA. 10%

    Does not generate a conclusion.

    Generates a conclusion that includes a partial list of strengths and limitations of the one- way ANOVA.

    Generates a conclusion that includes strengths and limitations of the one-way ANOVA.

    Generates an exemplary conclusion that includes strengths and limitations of the one-way ANOVA.

    Communicate in a manner that is scholarly, professional, and consistent with the expectations for members in the identified field of study. 10%

    Does not communicate in a manner that is scholarly, professional, and consistent with the expectations for members in the identified field of study.

    Inconsistently communicates in a manner that is scholarly, professional, and consistent with the expectations for members in the identified field of study.

    Communicates in a manner that is scholarly, professional, and consistent with the expectations for members in the identified field of study.

    Without exception, communicates in a manner that is scholarly, professional, and consistent with the expectations for members in the identified field of study.