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WGU VPC2Data-Driven Decision MakingC207 Sample Questions (Q14-Q19):

NEW QUESTION # 14
A car dealership sells both new and used cars. The number of new cars sold on a given day ranges from 5 to
30 while the number of used cars sold ranges from 5 to 40. The number of used cars sold is mutually exclusive to the number of new cars sold.
Which statistic would be used to compare the number of new and used car sales on any given day?

A. R-squared
B. Z-score
C. Chi-square
D. F-statistic

Answer: C

Explanation:
Thechi-square statisticis used to compare frequencies of categorical, mutually exclusive outcomes. In data- driven decision making, it is appropriate for analyzing differences between observed counts.
New and used car sales represent mutually exclusive categories, making chi-square the correct choice.
Therefore, the correct answer isB.

NEW QUESTION # 15
Which tool is often referred to as a fishbone chart or diagram?

A. Scatter diagram
B. Histogram
C. Cause-and-effect diagram
D. Flowchart

Answer: C

Explanation:
Thecause-and-effect diagram, also known as thefishbone diagramorIshikawa diagram, is used to identify potential causes of a problem. In data-driven decision making, it helps teams systematically explore root causes rather than focusing on symptoms.
The diagram visually organizes possible causes into categories such as people, processes, materials, machines, and environment. Histograms show distributions, flowcharts depict process steps, and scatter diagrams show relationships between variables.
Therefore, the correct answer isC, cause-and-effect diagram.

NEW QUESTION # 16
What is a disadvantage of using a balanced scorecard?

A. It requires time and effort to develop a meaningful template.
B. It does not link operations with company strategy.
C. It does not include a mix of financial and nonfinancial performance measures.
D. It is expensive to implement effectively within an organization's operations.

Answer: A

Explanation:
A key disadvantage of using abalanced scorecardis that itrequires significant time and effort to develop a meaningful and effective template. In data-driven decision making, the value of a balanced scorecard depends on careful selection of performance measures that align with organizational strategy.
Developing a balanced scorecard involves defining strategic objectives, selecting appropriate metrics, setting targets, and ensuring data availability. This process can be resource-intensive, especially in large or complex organizations. However, once implemented, the balanced scorecard offers substantial long-term benefits.
The other options are incorrect because the balanced scorecard explicitly includes both financial and nonfinancial measures and is designed to link operations with strategy. While implementation may involve some cost, expense alone is not typically cited as its primary disadvantage.
Therefore, the correct answer isA.

NEW QUESTION # 17
Which distribution would have a mean and median that are approximately equal after an analysis of each employee's number of customer service calls over the last month?

A. Normal distribution
B. Multimodal distribution
C. Pareto distribution
D. Bimodal distribution

Answer: A

Explanation:
In anormal distribution, data is symmetrically distributed around the center, causing the mean and median to be approximately equal. This is a fundamental property emphasized in data-driven decision making.
Skewed distributions, such as Pareto, cause the mean and median to differ significantly. Therefore, the correct answer isA.

NEW QUESTION # 18
A healthcare organization implements a campaign to improve patient satisfaction during recent stays. The average patient satisfaction before the campaign is M = 4.20, SD = 3.0. Six months after the new campaign, the average patient satisfaction is M = 1.5, SD = 2.0.
Which action should the hospital management team take?

A. Change the campaign because it worked initially but is no longer effective
B. Continue the campaign because patient satisfaction significantly increased from baseline to six months following the campaign introduction
C. Continue the campaign because there was an increase in patients that came to the hospital during the six months
D. Discontinue the campaign because patient satisfaction declined from baseline to six months following the campaign introduction

Answer: D

Explanation:
Data-driven decision making requires comparing outcomes before and after an intervention to assess effectiveness. In this scenario, the mean patient satisfaction scoredeclined from 4.20 to 1.5following implementation of the campaign, indicating a substantial decrease in satisfaction.
Despite the reduced standard deviation, the large drop in the mean suggests the campaign did not achieve its intended goal and may have negatively affected patient experience. Continuing or modifying the campaign is not justified without evidence of initial improvement or external factors explaining the decline.
Management decisions must be grounded in outcome data rather than assumptions or unrelated metrics such as patient volume. Ethical and effective use of statistics requires discontinuing interventions that demonstrably worsen outcomes.
Therefore, the correct action is todiscontinue the campaign, making optionAthe correct answer.

NEW QUESTION # 19
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