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- Total Questions: 125
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WGU Data-Driven-Decision-Making Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Predictive Analytics & Regression | 20% | - Simple & multiple linear regression - Forecasting & trend analysis - Interpreting coefficients, R-squared, significance |
| Topic 2: Statistical Concepts & Descriptive Analytics | 25% | - Data visualization: charts, graphs, dashboards - Measures of central tendency, dispersion, distribution - Data types, measurement scales, sampling methods |
| Topic 3: Probability & Statistical Inference | 20% | - Correlation vs. causation - Hypothesis testing, p-values, confidence intervals - Probability rules, distributions, expected value |
| Topic 4: Decision Models & Prescriptive Analytics | 15% | - Optimization, sensitivity analysis - Quality & process improvement tools - Decision trees, payoff matrices, expected value |
| Topic 5: Foundations of Data-Driven Decision Making | 20% | - Ethics, privacy, and data governance - Types of analytics: descriptive, predictive, prescriptive - Role of data in business decisions |
WGU VPC2Data-Driven Decision MakingC207 Sample Questions:
1. What happens when an organization focuses on customers?
A) It decreases costs for the organization and its suppliers.
B) It ensures consistency and efficiency among organization-wide activities.
C) It leads to an increase in revenue and market share.
D) It reduces bias and fosters trust in decisions and plans.
2. A digital marketing manager wants to determine whether conversion rates from the company's latest email campaign are about the same as the industry average or significantly different. Which statistical concept should be used to measure the data set?
A) Standard deviation
B) Bell curve
C) Mean
D) Median
3. Which quality management principle should team members apply?
A) Analyze all adjustments made in one part of a system that may affect other parts of the system.
B) Train all employees in the managerial process so the organization and employees compete.
C) Commit to a new style of leadership that lets employees choose what they want to do each day.
D) Focus on auxiliary tasks so that as many steps as possible are added to a process.
4. A researcher notes that people who exercise daily tend to sleep better. The researcher then asks subjects to keep a sleep diary and record the number of hours they sleep each night. Some diaries have few entries, but the subjects claim they are well rested. Which type of error is represented in this research?
A) Response bias
B) Conscious bias
C) Lack of blinding
D) Cause-and-effect confusion
5. Which two characteristics must a researcher consider concerning data quality when ensuring that an analysis is based on a clean data set?
Choose 2 answers.
A) The data cannot contain outliers.
B) The age of the data does not matter if the data are complete.
C) The data must be relevant.
D) The data elements must be unique.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C,D |
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