WGU Data-Driven-Decision-Making - VPC2Data-Driven Decision MakingC207
- Exam Code: Data-Driven-Decision-Making
- Exam Name: VPC2Data-Driven Decision MakingC207
- Updated: Aug 17, 2026
- Q & A: 125 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Foundations of Data-Driven Decision Making | 20% | - Ethics, privacy, and data governance - Types of analytics: descriptive, predictive, prescriptive - Role of data in business decisions |
| Topic 2: Statistical Concepts & Descriptive Analytics | 25% | - Measures of central tendency, dispersion, distribution - Data types, measurement scales, sampling methods - Data visualization: charts, graphs, dashboards |
| Topic 3: Predictive Analytics & Regression | 20% | - Simple & multiple linear regression - Interpreting coefficients, R-squared, significance - Forecasting & trend analysis |
| Topic 4: Decision Models & Prescriptive Analytics | 15% | - Quality & process improvement tools - Decision trees, payoff matrices, expected value - Optimization, sensitivity analysis |
| Topic 5: Probability & Statistical Inference | 20% | - Hypothesis testing, p-values, confidence intervals - Probability rules, distributions, expected value - Correlation vs. causation |
1. 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?
A) Independent variable
B) Target variable
C) Criterion variable
D) Dependent variable
2. A hot tub company recently calibrated all its machines during an expensive maintenance cycle performed by an outside company. However, defective pumps with small cracks are being made on the production line. The manager reviews the data about the errors and discovers that more errors occur during the night shift than during the day shift.
Which type of activity is this manager performing?
A) Quality assurance activity
B) Quality service activity
C) Quality underlying activity
D) Quality control activity
3. What is the 80/20 rule associated with a Pareto chart?
A) Twenty percent of quality management problems can be explained by the other 80% of the problems.
B) Eighty percent of quality management problems can be explained by the other 20% of the problems.
C) Eighty percent of quality management problems result from 20% of causes.
D) Twenty percent of quality management problems result from 80% of causes.
4. 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) Continue the campaign because patient satisfaction significantly increased from baseline to six months following the campaign introduction
B) Discontinue the campaign because patient satisfaction declined from baseline to six months following the campaign introduction
C) Change the campaign because it worked initially but is no longer effective
D) Continue the campaign because there was an increase in patients that came to the hospital during the six months
5. What does prevalence measure when studying disease frequency?
A) Potential future cases of a disease
B) All existing cases of a disease
C) Only new cases of a disease
D) Only past cases of a disease
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: B |
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