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WGU Data-Driven-Decision-Making Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Probability & Statistical Inference | 20% | - Probability rules, distributions, expected value - Hypothesis testing, p-values, confidence intervals - Correlation vs. causation |
| Foundations of Data-Driven Decision Making | 20% | - Types of analytics: descriptive, predictive, prescriptive - Role of data in business decisions - Ethics, privacy, and data governance |
| Decision Models & Prescriptive Analytics | 15% | - Optimization, sensitivity analysis - Decision trees, payoff matrices, expected value - Quality & process improvement tools |
| Statistical Concepts & Descriptive Analytics | 25% | - Measures of central tendency, dispersion, distribution - Data types, measurement scales, sampling methods - Data visualization: charts, graphs, dashboards |
| Predictive Analytics & Regression | 20% | - Forecasting & trend analysis - Interpreting coefficients, R-squared, significance - Simple & multiple linear regression |
WGU VPC2Data-Driven Decision MakingC207 Sample Questions:
Question 1
In an experimental study, researchers are testing a new flea preventive medication on dogs using a blind study. Dogs are treated with the new medication or with a placebo.
Who should know which dogs are given the medication or the placebo for this blind study?
A. The researchers, the dog owners, and the response gatherers
B. Neither the researchers nor the dog owners nor the response gatherers
C. Only the researchers
D. Only the dog owners
Question 2
Which statement is an accurate reflection of an analytical decision made by a for-profit organization?
A. Optimize profit using hardware programming.
B. Optimize profit using linear programming.
C. Optimize profit using software programming.
D. Optimize profit using social programming.
Question 3
Two vendors sell a dozen raw materials that a company needs to build its products. Which type of analysis should be used to determine if one of the vendors has a better average price at a given point in time?
A. Background analysis
B. Heuristic analysis
C. Data analysis
D. Graphical analysis
Question 4
What does prevalence measure when studying disease frequency?
A. All existing cases of a disease
B. Potential future cases of a disease
C. Only new cases of a disease
D. Only past cases of a disease
Question 5
A political ballot gives voters the option to vote for one of three candidates. Eight voters cast their ballots.
Which statistical rule should be used to determine the possible voting outcomes?
A. Combination
B. Conditional probability
C. Bayes ' theorem
D. Multiplication principle
Solutions:
| Question 1 Answer: C | Question 2 Answer: B | Question 3 Answer: C | Question 4 Answer: A | Question 5 Answer: D |








