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VPC2Data-Driven Decision MakingC207 Question and Answers

VPC2Data-Driven Decision MakingC207

Last Update Jan 14, 2026
Total Questions : 70

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Questions 1

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?

Options:

A.  

Quality service activity

B.  

Quality underlying activity

C.  

Quality assurance activity

D.  

Quality control activity

Discussion 0
Questions 2

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?

Options:

A.  

Only the dog owners

B.  

The researchers, the dog owners, and the response gatherers

C.  

Only the researchers

D.  

Neither the researchers nor the dog owners nor the response gatherers

Discussion 0
Questions 3

Which tool should be used to closely monitor inputs and outputs?

Options:

A.  

Joint financial statements

B.  

Business process diagram

C.  

SIPOC diagram

D.  

Individual pro forma statements

Discussion 0
Questions 4

Which tool sorts data into categories to help teams identify the most significant factors that contribute the most to problems?

Options:

A.  

Run chart

B.  

Flowchart

C.  

Pareto chart

D.  

Cause chart

Discussion 0
Questions 5

A company runs a regression analysis to determine sales based on advertising expenditures, which can be shown in a linear equation as y = 2x + 25,000. The company plans to spend $20,000 on advertising.

Which sales figure should the company expect to generate based on the given equation?

Options:

A.  

$40,000

B.  

$50,000

C.  

$65,000

D.  

$75,000

Discussion 0
Questions 6

Why would a human resources department use both mean and median when doing a salary evaluation of a department?

Options:

A.  

A large difference between mean and median shows that some employees need raises.

B.  

A large difference between mean and median shows a miscalculation in the analysis.

C.  

A large difference between mean and median shows there are outliers to assess.

D.  

A large difference between mean and median shows an abnormal standard deviation.

Discussion 0
Questions 7

Which two results occur when the null hypothesis is accepted using an F-test?

Choose 2 answers.

Options:

A.  

The test statistic is less than the critical value.

B.  

The test statistic is greater than the critical value.

C.  

There appears to be a difference between the two samples.

D.  

There appears to be no difference between the two samples.

Discussion 0
Questions 8

Which graphical representation depicts the steps that compose a process?

Options:

A.  

Histogram

B.  

Control chart

C.  

Flowchart

D.  

Scatterplot

Discussion 0
Questions 9

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?

Options:

A.  

Information bias

B.  

Random error

C.  

Systematic error

D.  

Measurement bias

Discussion 0
Questions 10

What is the primary goal of Six Sigma?

Options:

A.  

Furthering a commitment to the SIPOC process

B.  

Demonstrating strong management leadership

C.  

Providing collaborative planning, forecasting, and replenishment

D.  

Fostering a commitment to continuous improvement

Discussion 0
Questions 11

Which tool is often referred to as a fishbone chart or diagram?

Options:

A.  

Histogram

B.  

Flowchart

C.  

Cause-and-effect diagram

D.  

Scatter diagram

Discussion 0
Questions 12

What is a statistical process control procedure for a drill manufacturer?

Options:

A.  

Determining the different market segments for its drills

B.  

Determining whether the weight of selected drills is within a tolerable range

C.  

Forecasting future consumer demand for its drills

D.  

Implementing collaborative planning forecasting and replenishment

Discussion 0
Questions 13

Which analytic used in healthcare is calculated as a proportion of new cases compared to person-time units?

Options:

A.  

Morbidity rate

B.  

Incidence rate

C.  

Cumulative incidence

D.  

Prevalence

Discussion 0
Questions 14

What classifies analytics as descriptive, predictive, or prescriptive?

Options:

A.  

The sample size and analysis technique used

B.  

The data validity and reliability

C.  

The purpose and methods

D.  

The kind of software used for the analysis

Discussion 0
Questions 15

A researcher seeks to pass a bond issue and asks a sample of respondents who have a bachelor’s degree if they are voting in favor of the bond because it would be beneficial to the county.

Which type of error does this represent?

Options:

A.  

Faulty operationalization

B.  

Response bias

C.  

Confusion of association and causality

D.  

Selection bias

Discussion 0
Questions 16

Which element of an experimental study is described as the procedures applied to each subject?

Options:

A.  

Responses

B.  

Inputs

C.  

Treatments

D.  

Experimental units

Discussion 0
Questions 17

Which graphical display is used to examine the distribution of a data set with quartiles?

Options:

A.  

Bivariate chart

B.  

Scatterplot

C.  

Boxplot

D.  

Pareto chart

Discussion 0
Questions 18

A sample of 1,020 people was asked how many minutes they exercise on a typical day. The data were plotted and determined to beskewed leftwith a mean of 44.75 minutes.

Which boxplot correctly graphs this data?

Options:

A.  

Option A

B.  

Option B

C.  

Option C

D.  

Option D

Discussion 0
Questions 19

A car dealership sells both new and used cars. The number of new cars sold on a given day ranges from 5 to 30 while the number of used cars sold ranges from 5 to 40. The number of used cars sold is mutually exclusive to the number of new cars sold.

Which statistic would be used to compare the number of new and used car sales on any given day?

Options:

A.  

Z-score

B.  

Chi-square

C.  

R-squared

D.  

F-statistic

Discussion 0
Questions 20

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?

Options:

A.  

Input

B.  

Outcome

C.  

Output

D.  

Activities

Discussion 0
Questions 21

An organization develops a new strategic plan and seeks ways to improve process performance by reducing variation to only 3.4 defects per million process outputs.

Which tool can the organization use to meet this goal?

Options:

A.  

Linear programming

B.  

Just-in-time

C.  

Statistical process control

D.  

Six Sigma

Discussion 0