Types of Data: Nominal Data Analysis
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Questions and Answers

Why is it not appropriate to perform arithmetic operations on nominal data?

  • Nominal data has fixed distances between data points
  • Nominal data meets the assumptions for arithmetic calculations
  • Nominal data is named-only (correct)
  • Nominal data has an order to the information

What is a key characteristic of nominal data?

  • Separates information into different categories (correct)
  • Has a concept of degree or order
  • Associated with numbers
  • Allows arithmetic operations

In the context of nominal data, what would be the most appropriate type of analysis?

  • Comparing means
  • Measuring distances between categories
  • Calculating means
  • Calculating frequencies and percentages (correct)

Why are arithmetic calculations not suitable for ordinal data?

<p>Ordinal data does not meet assumptions for arithmetic calculations (C)</p> Signup and view all the answers

What feature distinguishes ordinal data from nominal data?

<p>Specifies an order to the information (D)</p> Signup and view all the answers

What type of analysis is generally more appropriate for ordinal data?

<p>Calculating frequencies and percentages (A)</p> Signup and view all the answers

What is a characteristic of interval data?

<p>Equal distances between data points (C)</p> Signup and view all the answers

Why can't you interpret a mean of 4 as twice the mean of 2 for ordinal data?

<p>The distance between data points is not equal (A)</p> Signup and view all the answers

What arithmetic operations are justifiable on interval data?

<p>Addition and subtraction (B)</p> Signup and view all the answers

Why are scores on a test considered interval data?

<p>Because of the equal differences in scores (D)</p> Signup and view all the answers

How does interval data differ from ratio data?

<p>Ratio data can perform multiplication operations (B)</p> Signup and view all the answers

Which analysis can be performed on interval data?

<p>One way analysis of variance (D)</p> Signup and view all the answers

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