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Which one of the following is used in predictive analytics?


A) Data dashboard
B) Linear regression
C) Data visualization
D) Optimization model

E) A) and D)
F) All of the above

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Corporate-level managers use ______ to summarize sales by region, current inventory levels, and other company-wide metrics all in a single screen.


A) simulations
B) crosstabulation
C) data dashboards
D) tables

E) C) and D)
F) B) and D)

Correct Answer

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Data-driven decision making tends to decrease a firm's


A) market value.
B) productivity.
C) risk.
D) profit.

E) B) and C)
F) C) and D)

Correct Answer

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Simulation optimization helps


A) in identifying the constraints of the situation.
B) to find good decisions in highly complex and highly uncertain settings.
C) in assigning values to outcomes.
D) to model certainty using optimization techniques.

E) A) and C)
F) None of the above

Correct Answer

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The decisions concerning an organization's goals and future plans are called


A) financial decisions.
B) tactical decisions.
C) strategic decisions.
D) operational decisions.

E) A) and B)
F) C) and D)

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C

In order to manage an organization's human resource activities, such as hiring employees, tracking, and influencing employee retention, HR personnel use


A) descriptive and predictive analytics.
B) descriptive and prescriptive analytics.
C) predictive and prescriptive analytics.
D) predictive analytics.

E) None of the above
F) B) and D)

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Utility theory is the study of the __________ or relative desirability of a particular outcome that reflects the decision maker's attitude toward a collection of factors, such as profit, loss, and risk.


A) total worth
B) total cost
C) feasibility
D) financial wellness

E) A) and C)
F) None of the above

Correct Answer

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Which of the following sources of big data is not publicly available?


A) Twitter
B) Weather data
C) Medical records
D) Sports records

E) A) and C)
F) B) and C)

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C

A __________ decision is concerned with how the organization should achieve the goals and objectives set by its strategy.


A) tactical
B) strategic
C) intuitive
D) operational

E) C) and D)
F) A) and B)

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__________ analytics use techniques that take input data and yield a best course of action.


A) Prescriptive
B) Simulation
C) Strategic
D) Operational

E) A) and C)
F) None of the above

Correct Answer

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Which of the following analytical techniques helps us arrive at the best decision?


A) Predictive analytics
B) Data mining
C) Prescriptive analytics
D) Descriptive analytics

E) A) and B)
F) B) and D)

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The extraction of information on the number of shipments, how much was included in each shipment, the date each shipment was sent, and so on from the manufacturing plant's database exemplifies


A) spreadsheet models.
B) data dashboards.
C) data mining.
D) data queries.

E) None of the above
F) A) and C)

Correct Answer

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_________ analytics are techniques that use models, constructed from past data, to predict the future or to ascertain the impact of one variable on another.


A) Predictive
B) Descriptive
C) Simulation
D) Prescriptive

E) C) and D)
F) B) and D)

Correct Answer

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A

__________ is the most critical step of the decision-making process.


A) Choosing an alternative
B) Identifying and defining the problem
C) Evaluating the alternatives
D) Determining the set of alternatives

E) None of the above
F) A) and D)

Correct Answer

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__________ assigns values to outcomes based on the decision maker's attitude toward risk, loss, and other factors.


A) Simulation optimization
B) Utility theory
C) Optimization model
D) Data dashboard

E) B) and C)
F) A) and D)

Correct Answer

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A retail store owner offers a discount on product A and predicts that the customers would purchase products B and C in addition to product A. Identify the technique used to make such a prediction.


A) Data query
B) Simulation
C) Data mining
D) Data dashboards

E) C) and D)
F) A) and C)

Correct Answer

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Data dashboards are a type of _________ analytics.


A) predictive
B) descriptive
C) prescriptive
D) decision

E) C) and D)
F) None of the above

Correct Answer

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Advanced analytics generally refers to


A) descriptive and prescriptive analytics.
B) simulation.
C) predictive and prescriptive analytics.
D) decision analysis.

E) All of the above
F) None of the above

Correct Answer

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A __________ decision involves higher-level issues and is concerned with the overall direction of the organization, defining the overarching goals and aspirations for the organization's future.


A) strategic
B) tactical
C) intuitive
D) operational

E) C) and D)
F) A) and B)

Correct Answer

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Which of the following is not an approach to making decisions?


A) Tradition
B) Rules of thumb
C) Intuition
D) Guess and check

E) C) and D)
F) B) and C)

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