Walden University Testing for Bivariate Categorical Analysis Paper

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xnygha

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Walden University

Description

For this Assignment, you will consider three different scenarios. Each of these scenarios include a research question. You will examine each scenario, choose a categorical data analysis and run a sample test.

To prepare for this Assignment:

  • Review Chapters 10 and 11 of the Frankfort-Nachmias & Leon-Guerrero course text and the media program found in this week’s Learning Resources related to bivariate categorical tests.
  • Using the SPSS software, open the Afrobarometer dataset found in this week’s Learning Resources.
  • Next, review the Chi Square Scenarios found in this week’s Learning Resources and consider each research scenario for this Assignment.
  • Based on the dataset you chose and for each research scenario provided, using the SPSS software, choose a categorical data analysis and run a sample test.
  • Once you perform your categorical data analysis, review Chapter 11 of the Wagner text to understand how to copy and paste your output into your Word document.
  • For this Assignment:Write a 1- to 2-paragraph analysis of your categorical data results for each research scenario. In your analysis, display the data for the output. Based on your results, provide an explanation of what the implications of social change might be.Use proper APA format, citations, and referencing for your analysis, research question, and display of output.

    Resources

  • Frankfort-Nachmias, C., & Leon-Guerrero, A. (2018). Social statistics for a diverse society (8th ed.). Thousand Oaks, CA: Sage Publications.
    • Chapter 9, “Bivariate Tables” (pp. 235-268)
    • Chapter 11, “The Chi-Square Test and Measures of Association” (pp. 269-302)
    I attached the dataset
  • please look the attachment

Explanation & Answer:
4 pages
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Explanation & Answer

Attached.

Bivariate Categorical Analysis
Name
Course
Institution

Introduction
The study of interest for which the analysis was carried out was with regards to the
factors that may have a relationship with employment status. For the analysis, the categorical and
dependent variable of interest was, therefore, employment status. The analysis was carried out
based on the afrobarometer dataset. For the variable, three different scenarios were evaluated.
The scenarios were; relationship between employment status and gender, relationship between
employment status and education level, and the relationship between employment status and
democracy level.
Scenario 1: Relationship between employment status and gender
For the scenario, the research question of interest was: “Is employment status dependent
on one’s gender?”. A bivariate categorical analysis, chi-square, was carried out in SPSS and the
following output was obtained:

The results of the output indicate that there is sufficient evidence that th...


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