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WGU VPC2 Data-Driven Decision Making C207 Exam - Topic 5 Question 13 Discussion

An electronics retailer was presented with in-store signage in two formats. Each branch of the store used the signage that matched its location. An analysis was performed to compare means on sales. Which type of variable do the sales represent?
C) Dependent variable
A) Independent variable
B) Target variable
D) Criterion variable

WGU VPC2 Data-Driven Decision Making C207 Exam - Topic 5 Question 13 Discussion

Actual exam question for WGU's VPC2 Data-Driven Decision Making C207 exam
Question #: 13
Topic #: 5
[All VPC2 Data-Driven Decision Making C207 Questions]

An electronics retailer was presented with in-store signage in two formats. Each branch of the store used the signage that matched its location. An analysis was performed to compare means on sales. Which type of variable do the sales represent?

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Suggested Answer: C

In this scenario, sales are the outcome being measured after different signage formats are used across store branches. Because sales depend on the conditions being studied, they are the dependent variable. The independent variable is the factor believed to influence the outcome, which here is the type of signage format. When an analysis compares mean sales under different conditions, the variable being observed for change is the dependent variable. This distinction is fundamental in experimental and comparative analysis. Although the terms ''target variable'' and ''criterion variable'' can appear in some analytical contexts, the standard and most appropriate term here is dependent variable because the study is evaluating whether the signage format affects sales performance. The question asks which type of variable the sales represent, and the answer is the one that identifies sales as the measured response to the change in treatment. Therefore, sales are the dependent variable because they reflect the result of the differing signage conditions across store locations.


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Luisa
1 day ago
Sales depend on the signage, so it's C for sure.
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Casey
6 days ago
I'm surprised this is even a question!
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Lashawn
11 days ago
No way, it's the criterion variable!
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Lajuana
17 days ago
I think it's a target variable, right?
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Mollie
22 days ago
Sales are definitely a dependent variable.
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Willard
27 days ago
I’m a bit confused; I thought independent variables were what you change, so sales must be dependent, right?
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Tegan
1 month ago
I feel like I've seen a question like this before, and I think sales are often referred to as the criterion variable in similar contexts.
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Franchesca
1 month ago
I'm not entirely sure, but I remember something about target variables being what you measure in an experiment. Could that apply here?
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Stephaine
1 month ago
I think sales would be the dependent variable since it depends on the type of signage used.
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