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A researcher examined burnout among entry, associate, and senior-level employees. Burnout was measured using the Maslach...

A researcher examined burnout among entry, associate, and senior-level employees. Burnout was measured using the Maslach Burnout Inventory, which consists of 22 items that participants evaluate in terms of their feelings on a 7-point Likert scale (Maslach & Jackson, 1981).

1) What is the independent variable in this scenario?

2) How many levels does the independent variable have?

3) What is the dependent variable in this scenario?

4) What is the scale of measurement of the dependent variable?

5) What is the most appropriate statistical test for this scenario if the data were parametric?

Math   Statistics-And-Probability   
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Answer #1
  1. What is the independent variable in this scenario?

Ans: Burnout

  1. How many levels does the independent variable have?

Ans: Entry, associate, and senior-level employees.

  1. What is the dependent variable in this scenario?

Ans : feelings on a 7-point Likert scale

  1. What is the scale of measurement of the dependent variable?

Ans: Categorical data (7-point Likert scale is categorical data )

  1. What is the most appropriate statistical test for this scenario if the data were parametric?

Ans: ANOVA is most appropriate way to analysis of such kind of data, because here we have 3 groups of burnout(Entry, associate, and senior-level employees). To check the significance difference between theses we can we the ANOVA.

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