1200 WORD Min. at least 3 scholarly sources,apa format due 11/29

In Unit Two, students learn about the process of statistical analysis. Specifically, the role of variables and levels of measurement are reviewed. For the Unit 2 Complete assignment, write a narrative essay (minimum 1,200 words) that addresses and discusses the questions and statements listed below. Use at least three scholarly references to support the essay and remember to demonstrate a thorough understanding of the READ and ATTEND sections. List the references at the end of the essay in APA format and use in-text quotes within the narrative to denote the information derived from the listed references.

• 1.Explain the difference between qualitative and quantitative data.
• 2.Define the four levels of measurement (nominal, ordinal, ratio, interval) and note whether each level is qualitative or quantitative in nature. Provide an example of each level of measurement not included in the textbook.
• 3.Why are levels of measurement important to the research process?
• 4.Discuss variables, independent variables, and confounding variables, and how they are used in the research process.

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