試験Data-Driven-Decision-Making関連試験 &一生懸命にData-Driven-Decision-Making勉強ガイド |一番優秀なData-Driven-Decision-Making模擬試験
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WGU VPC2Data-Driven Decision MakingC207 認定 Data-Driven-Decision-Making 試験問題 (Q21-Q26):
質問 # 21
A laboratory uses a graduated cylinder to measure liquid volume in metric units. Which type of experimental design is this laboratory implementing?
- A. Qualitative research
- B. Precision research
- C. Quantitative research
- D. Development research
正解:C
解説:
A laboratory measuring liquid volume with a graduated cylinder in metric units is using quantitative research because the process involves numerical measurement and objective data collection. Quantitative research is concerned with collecting measurable data that can be analyzed statistically or compared using mathematical methods. In this case, the volume of liquid is expressed in standard units such as milliliters or liters, making it a clear numerical variable. Qualitative research, by contrast, focuses on descriptions, experiences, opinions, or non-numeric observations. "Development research" and "precision research" are not the best classifications for the method described in the question. The central feature here is that the laboratory is collecting measurable, numerical data using an instrument designed for exact observation. This aligns directly with the principles of quantitative analysis, where standardization, objectivity, and repeatability are essential. Such measurement-based methods are foundational in scientific experiments, industrial testing, and evidence-based decision-making because they allow researchers to compare results consistently and apply statistical reasoning to their findings.
質問 # 22
A retail manager collected the following sales-receipt totals from the store's cashiers:
$25, $22, $48, $42, $32, $28, $24, $54, $34, $41, $48
What is the median of this sales-receipt data?
- A. $25
- B. $34
- C. $48
- D. $41
正解:B
解説:
Themedianis the middle value of a dataset when the data is arranged in ascending order. It is a key descriptive statistic used in data-driven decision making because it is resistant to extreme values.
First, sort the data in ascending order:
22, 24, 25, 28, 32,34, 41, 42, 48, 48, 54
There are 11 values in total, so the median is the 6th value. The 6th value is$34, making it the median.
The median provides insight into the typical transaction size without being influenced by unusually large receipts. Therefore, the correct answer isB.
質問 # 23
Which graphical display is used to examine the distribution of a data set with quartiles?
- A. Bivariate chart
- B. Boxplot
- C. Scatterplot
- D. Pareto chart
正解:B
解説:
Aboxplotis specifically designed to display the distribution of a dataset using quartiles. In data-driven decision making, boxplots visually summarize data through the minimum, first quartile, median, third quartile, and maximum.
Boxplots are useful for identifying spread, central tendency, skewness, and potential outliers. Scatterplots and bivariate charts analyze relationships between variables, while Pareto charts rank categorical data by frequency.
Because quartiles are the defining feature of a boxplot, the correct answer isC.
質問 # 24
What is a basic assumption of a z-score?
- A. Outlier data points are critical to a z-score calculation.
- B. Outlier data points must be eliminated from a z-score calculation.
- C. The mean is equal to zero with a standard deviation of 1.
- D. The mean is equal to zero with a standard deviation of 2.
正解:C
解説:
Az-scorestandardizes a value by expressing how many standard deviations it lies from the mean. A fundamental assumption of z-score analysis in data-driven decision making is that the data can be transformed to astandard normal distributionwith amean of zero and a standard deviation of one.
This transformation allows analysts to compare values from different distributions on a common scale and to calculate probabilities using the standard normal table. The formula for a z-score subtracts the mean from the observed value and divides by the standard deviation, resulting in this standardized distribution.
Outliers are not eliminated by default in z-score calculations; instead, z-scores are often used to identify outliers. A standard deviation of 2 is incorrect and would not represent a standardized distribution.
Therefore, the correct answer isA, reflecting the core assumption underlying z-score usage.
質問 # 25
Management uses a net promoter score.
What can management determine using this performance measurement?
- A. Quality assurance benchmarks
- B. Financial and nonfinancial information
- C. The likelihood a customer will recommend the company
- D. Quantifiable goals to gauge employee progress
正解:C
解説:
Thenet promoter score (NPS)measurescustomer loyaltyby assessing the likelihood that customers will recommend a company's products or services to others. In data-driven decision making, NPS is a widely used indicator of customer satisfaction and long-term growth potential.
Customers are typically asked how likely they are to recommend the organization on a numerical scale.
Responses are categorized into promoters, passives, and detractors, and the score is calculated by subtracting the percentage of detractors from the percentage of promoters.
NPS does not directly measure financial outcomes, employee performance, or quality assurance metrics.
Instead, it serves as a customer-focused indicator that reflects overall perception and loyalty.
Therefore, the correct answer isB.
質問 # 26
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誰もが私たちの人生の貴重を認識する必要があります。時間を無駄にすることはできないので、目標をまっすぐに達成するための良い方法が必要です。もちろん、最新のData-Driven-Decision-Making試験トレントが最適です。 Data-Driven-Decision-Making試験の質問から、認定試験の知識だけでなく、質問に迅速かつ正確に回答する方法を学ぶことができることをお約束します。今、Data-Driven-Decision-Makingテストトレントのデモを無料でダウンロードして、すばらしい品質を確認できます。
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ただし、使用されている単語や概念の類似性に基づいて形而上学的な基本的な位置Data-Driven-Decision-Makingの類似性を仮定したい場合、壊滅的な失明に苦しむことになります、お前は好きでもない男に身体を触られて感じる、達する、変態野郎だ、と声には出さずに罵る。
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