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WGU Data-Driven-Decision-Making Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Statistical Concepts & Descriptive Analytics | 25% | - Measures of central tendency, dispersion, distribution - Data visualization: charts, graphs, dashboards - Data types, measurement scales, sampling methods |
| Decision Models & Prescriptive Analytics | 15% | - Optimization, sensitivity analysis - Quality & process improvement tools - Decision trees, payoff matrices, expected value |
| Foundations of Data-Driven Decision Making | 20% | - Role of data in business decisions - Ethics, privacy, and data governance - Types of analytics: descriptive, predictive, prescriptive |
| Probability & Statistical Inference | 20% | - Hypothesis testing, p-values, confidence intervals - Probability rules, distributions, expected value - Correlation vs. causation |
| Predictive Analytics & Regression | 20% | - Forecasting & trend analysis - Simple & multiple linear regression - Interpreting coefficients, R-squared, significance |
WGU VPC2Data-Driven Decision MakingC207 Sample Questions:
1. How should Ishikawa's seven basic tools of quality be used?
Choose 2 answers.
A) The tools should be used only by high-level managers and not by average workers.
B) The tools make trends easy to recognize within only one graph.
C) The output from one tool can be used as another tool's input.
D) The tools can be used in combination with each other.
2. What was the cumulative incidence rate during Year 2 at the university?
A) 3.70%
B) 10.04%
C) 11.84%
D) 17.87%
3. What describes fact-based decision-making according to quality management principles?
Choose 2 answers.
A) Decisions reduce external bias.
B) Decisions have a marginal effect on relationships with suppliers.
C) Decisions are based on the instincts of experienced leaders.
D) Decisions foster trust in plans.
4. A school board has nine voting members. Five members need to be chosen each year for the finance committee. Why should the combination technique be used when selecting committee members?
A) Because the selection order of committee members is not important
B) Because the selection order of committee members is important
C) Because there is a correlation between committee member meeting attendance and selection
D) Because there is not a correlation between committee member meeting attendance and selection
5. How do analytics help an organization?
A) They develop fact-based strategies.
B) They increase employees' use of information systems.
C) They use data to persuade consumers.
D) They assist with investment management.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: C | Question # 3 Answer: A,D | Question # 4 Answer: A | Question # 5 Answer: A |
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