To this point, all tests that you have explored require the use of at least one metric variable. As you have been moving through the course, you have probably asked, “what do I do if I need to test the relationship between categorical variables?” Categorical data analysis provides us with the tools to test relationships between the plethora of qualitative variables embedded within the social world. Categorical data analysis is a large field and we will be just dipping our toes in the water, but you will be provided with enough information to understand some of the special considerations and interpretations that you must take.
This week, you will examine categorical data analysis. In your examination you will construct research questions, evaluate research design, and analyze results related to categorical data analysis.
Learning Objectives
Students will:
- Construct research questions
- Evaluate research design through research questions
- Analyze bivariate categorical tests
- Analyze measures for bivariate categorical tests
- Evaluate significance of multiple regression
- Analyze results for multiple regression testing
- Analyze assumptions of bivariate categorical tests
- Analyze implications for social change
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