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WGU Data-Driven-Decision-Making Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Predictive Analytics & Regression | 20% | - Interpreting coefficients, R-squared, significance - Forecasting & trend analysis - Simple & multiple linear regression |
| Foundations of Data-Driven Decision Making | 20% | - Ethics, privacy, and data governance - Role of data in business decisions - Types of analytics: descriptive, predictive, prescriptive |
| Decision Models & Prescriptive Analytics | 15% | - Optimization, sensitivity analysis - Decision trees, payoff matrices, expected value - Quality & process improvement tools |
| Statistical Concepts & Descriptive Analytics | 25% | - Data types, measurement scales, sampling methods - Data visualization: charts, graphs, dashboards - Measures of central tendency, dispersion, distribution |
| Probability & Statistical Inference | 20% | - Probability rules, distributions, expected value - Hypothesis testing, p-values, confidence intervals - Correlation vs. causation |
WGU VPC2Data-Driven Decision MakingC207 Sample Questions:
A hospital hires a third-party company to train its surgery team on the latest techniques and assess the team's current procedures in the operating room.
Which results-based management (RBM) stage is represented in this scenario?
- A. Outcome
- B. Activities
- C. Output
- D. Input
Correct Answer: B 🗳️
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Amusement Park W is in California. Amusement Park X is in Texas. A survey asks 1,000 people living in California if they prefer Amusement Park W or X.
Which problem exists with this survey?
- A. Measurement bias
- B. Information bias
- C. Systematic error
- D. Random error
Correct Answer: C 🗳️
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A sample of 1,020 people was asked how many minutes they exercise on a typical day. The data were plotted and determined to be skewed left with a mean of 44.75 minutes.
Which boxplot correctly graphs this data?
- A. Option A
- B. Option C
- C. Option D
- D. Option B
Correct Answer: D 🗳️
What is the purpose of linking strategy to performance assessment in an organization?
- A. To provide a target of where an organization needs or desires to be
- B. To increase the organization's data collection
- C. To translate the organization's mission for only team players
- D. To decrease the organization's action plans
Correct Answer: A 🗳️
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A nonprofit organization ran a fundraiser and would like to determine the amount of a typical donation.
Which statistic is less affected by outliers and skewed data and should be used to determine the amount of a typical donation?
- A. Z-score
- B. Mean
- C. Mode
- D. Median
Correct Answer: D 🗳️
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