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[General] Reliable WGU Data-Driven-Decision-Making Real Exam - Data-Driven-Decision-Making

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【General】 Reliable WGU Data-Driven-Decision-Making Real Exam - Data-Driven-Decision-Making

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WGU VPC2Data-Driven Decision MakingC207 Sample Questions (Q46-Q51):NEW QUESTION # 46
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. Neither the researchers nor the dog owners nor the response gatherers
  • B. Only the researchers
  • C. Only the dog owners
  • D. The researchers, the dog owners, and the response gatherers
Answer: B
Explanation:
In ablind study, the purpose is to reduce bias that may influence responses or outcomes. In data-driven decision making, a blind study is designed so thatsubjects and response gatherers do not knowwhich treatment is administered, while the researchers do retain this information to correctly manage and analyze the experiment.
In this scenario, dog owners and response gatherers should not know whether the dogs received the medication or a placebo, as this knowledge could influence reporting of outcomes or observations. However, researchers must know which treatment each dog receives to ensure proper administration, monitoring, and statistical analysis.
If neither researchers nor participants knew the assignments, the study would be classified as adouble-blind study, which is not stated here. Allowing owners or response gatherers to know treatment assignments would introduce bias and undermine experimental validity.
Therefore, in a blind study,only the researchersshould know which dogs received the medication or placebo, making optionCthe correct answer.

NEW QUESTION # 47
Which two statements describe Ishikawa's seven basic tools of quality?
Choose 2 answers.
  • A. An average worker can easily understand how to use the tools.
  • B. The tools help develop advanced training for employees.
  • C. Processes are represented with photos of each input and output.
  • D. Processes are represented graphically.
Answer: A,D
Explanation:
Ishikawa'sseven basic tools of qualitywere designed to be simple, visual, and accessible. In data-driven decision making, these tools help employees identify, analyze, and solve quality problems without requiring advanced statistical expertise.
The tools-such as flowcharts, histograms, Pareto charts, and cause-and-effect diagrams-represent processes graphically, making patterns and issues easier to understand. Additionally, they are intentionally designed so thatan average worker can easily understand and use them, supporting organization-wide quality improvement.
They do not rely on photographic representations, nor are they intended for advanced or expert-level training.
Instead, they empower frontline employees to participate in continuous improvement efforts.
Therefore, the correct answers areA and C.

NEW QUESTION # 48
A healthcare organization implements a campaign to improve patient satisfaction during recent stays. The average patient satisfaction before the campaign is M = 4.20, SD = 3.0. Six months after the new campaign, the average patient satisfaction is M = 1.5, SD = 2.0.
Which action should the hospital management team take?
  • A. Discontinue the campaign because patient satisfaction declined from baseline to six months following the campaign introduction
  • B. Change the campaign because it worked initially but is no longer effective
  • C. Continue the campaign because there was an increase in patients that came to the hospital during the six months
  • D. Continue the campaign because patient satisfaction significantly increased from baseline to six months following the campaign introduction
Answer: A
Explanation:
Data-driven decision making requires comparing outcomes before and after an intervention to assess effectiveness. In this scenario, the mean patient satisfaction scoredeclined from 4.20 to 1.5following implementation of the campaign, indicating a substantial decrease in satisfaction.
Despite the reduced standard deviation, the large drop in the mean suggests the campaign did not achieve its intended goal and may have negatively affected patient experience. Continuing or modifying the campaign is not justified without evidence of initial improvement or external factors explaining the decline.
Management decisions must be grounded in outcome data rather than assumptions or unrelated metrics such as patient volume. Ethical and effective use of statistics requires discontinuing interventions that demonstrably worsen outcomes.
Therefore, the correct action is todiscontinue the campaign, making optionAthe correct answer.

NEW QUESTION # 49
What is a statistical process control procedure for a drill manufacturer?
  • A. Determining whether the weight of selected drills is within a tolerable range
  • B. Forecasting future consumer demand for its drills
  • C. Implementing collaborative planning forecasting and replenishment
  • D. Determining the different market segments for its drills
Answer: A
Explanation:
Statistical process control (SPC)focuses on monitoring production processes to ensure they remain within acceptable limits. In data-driven decision making, SPC uses control charts and statistical measures to detect variation and identify whether a process is operating as intended.
For a drill manufacturer, determining whether theweight of selected drills is within a tolerable rangeis a classic SPC activity. Consistent weight indicates stable materials and manufacturing processes, while deviations may signal defects or process drift.
Market segmentation and demand forecasting are strategic analytics tasks, not process control activities.
Collaborative planning forecasting and replenishment relates to supply chain coordination rather than manufacturing quality control.
Therefore, the correct answer isB, as SPC is concerned with maintaining process consistency and product quality.

NEW QUESTION # 50
A hot tub company recently calibrated all its machines during an expensive maintenance cycle performed by an outside company. However, defective pumps with small cracks are being made on the production line. The manager reviews the data about the errors and discovers that more errors occur during the night shift than during the day shift.
Which type of activity is this manager performing?
  • A. Quality control activity
  • B. Quality service activity
  • C. Quality underlying activity
  • D. Quality assurance activity
Answer: A
Explanation:
Quality controlinvolves monitoring, measuring, and analyzing production output to identify defects and variations. In data-driven decision making, quality control focuses on detecting problems after or during production rather than preventing them in advance.
In this scenario, the manager reviews defect data and identifies a pattern indicating more errors during the night shift. This analysis is a classic quality control activity, as it involves examining performance data to detect issues in the production process.
Quality assurance focuses on process design and prevention, while service and underlying activities are not standard quality management classifications. Therefore, the correct answer isD, quality control activity.

NEW QUESTION # 51
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