Updated: Aug 20, 2026
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| Certification Vendor: | Western Governors University (WGU) |
| Exam Name: | Data-Driven Decision Making |
| Exam Number: | VPC2, C207, MGMT 6010 |
| Exam Duration: | 120 minutes |
| Certificate Validity Period: | Valid while enrolled; competency remains permanent |
| Exam Price: | Included in tuition / No separate fee |
| Passing Score: | Competency-based (Pass/Fail) |
| Related Certifications: | Bachelor of Science in Business Administration Master of Business Administration (MBA) Master of Science in Management and Leadership |
| Exam Format: | Multiple-choice, Scenario-based, Conceptual & applied questions |
| Available Languages: | English |
| Real Exam Qty: | 70–75 |
| Recommended Training: | Statistical Analysis with Excel WGU Course Materials & Learning Resources |
| Exam Registration: | WGU Student Portal |
| Sample Questions: | WGU Data-Driven-Decision-Making Sample Questions |
| Exam Way: | Online proctored (Proctorio); remote, at-home delivery |
| Pre Condition: | No prior exams required; open to all enrolled students in eligible programs |
| Official Syllabus URL: | https://www.wgu.edu/courses/c207-data-driven-decision-making.html |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Statistical Concepts & Descriptive Analytics | 25% | - Data visualization: charts, graphs, dashboards - Measures of central tendency, dispersion, distribution - Data types, measurement scales, sampling methods |
| Topic 2: Foundations of Data-Driven Decision Making | 20% | - Role of data in business decisions - Ethics, privacy, and data governance - Types of analytics: descriptive, predictive, prescriptive |
| Topic 3: Decision Models & Prescriptive Analytics | 15% | - Optimization, sensitivity analysis - Quality & process improvement tools - Decision trees, payoff matrices, expected value |
| Topic 4: Predictive Analytics & Regression | 20% | - Interpreting coefficients, R-squared, significance - Forecasting & trend analysis - Simple & multiple linear regression |
| Topic 5: Probability & Statistical Inference | 20% | - Correlation vs. causation - Probability rules, distributions, expected value - Hypothesis testing, p-values, confidence intervals |
1. What is the 80/20 rule associated with a Pareto chart?
A) Twenty percent of quality management problems result from 80% of causes.
B) Eighty percent of quality management problems result from 20% of causes.
C) Eighty percent of quality management problems can be explained by the other 20% of the problems.
D) Twenty percent of quality management problems can be explained by the other 80% of the problems.
2. An entrepreneur wants to start a boutique cupcake business based on family recipes shared for three generations. The entrepreneur knows the required costs associated with rent, supplies, utilities, and hourly wages and wants to determine how many cupcakes they need to sell to generate a profit.
Which technique should be used to analyze this data?
A) Crossover analysis
B) Break-even analysis
C) T-test
D) Regression
3. Which two tools make it easier to detect an out-of-range error?
Choose 2 answers.
A) Spreadsheets
B) Observational studies
C) Relational databases
D) Experimental studies
4. What is the purpose of the quality management principle of dedication to fact-based decision-making?
A) Eliminate anything that does not add value.
B) Increase the effectiveness from quality practices.
C) Increase loyalty from customers and suppliers.
D) Reduce bias driven by increased trust in plans.
5. Which analytic used in healthcare is calculated as a proportion of new cases compared to person-time units?
A) Cumulative incidence
B) Morbidity rate
C) Incidence rate
D) Prevalence
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: A,C | Question # 4 Answer: D | Question # 5 Answer: C |
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