What classifies analytics as descriptive, predictive, or prescriptive?

The sample size and analysis technique used

The data validity and reliability

The kind of software used for the analysis

What are two benefits of good data quality management in improving business decision-making?

It begins the statistical process faster.

It guarantees that a sample will be statistically significant.

It ensures there are no missing data points.

It mitigates undetected errors from the data-entry process.

VPC2 C207 Data-Driven Decision Making Version 4

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Question 1

How do analytics help an organization?

Your Answer: Option(s)

Correct Answer: Option(s) C

Rationale

Analytics help an organization by developing fact-based strategies.

Analytics provide insights derived from data, enabling organizations to make informed decisions and create strategies based on factual evidence rather than intuition or guesswork. This leads to more effective planning and improved overall performance.

A) They assist with investment management.
While analytics can play a role in investment management by analyzing market trends and performance data, this is not their primary function within an organization. Investment management is a specific application of analytics rather than a general benefit that applies to all aspects of organizational strategy.

B) They use data to persuade consumers.
Using data to persuade consumers is more aligned with marketing strategies than overall organizational analytics. Although analytics can inform marketing campaigns by understanding consumer behavior, the primary function of analytics in an organization is to develop strategies based on comprehensive data analysis rather than solely focusing on persuasion.

D) They increase employees' use of information systems.
Enhancing employees' use of information systems can be a result of effective analytics, but it is not the main purpose of analytics itself. Instead, analytics aim to provide insights and drive strategic decisions, which may indirectly encourage employees to utilize information systems more effectively.

Conclusion
Analytics serve as a critical tool for organizations by developing fact-based strategies that enhance decision-making and operational efficiency. While they can influence various functions such as investment management, marketing persuasion, and employee engagement with information systems, their core value lies in the ability to transform data into actionable strategies. This evidence-based approach ultimately leads to better outcomes and competitive advantages in the marketplace.

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Analytics help an organization by developing fact-based strategies.

The purpose and methods classify analytics as descriptive, predictive, or prescriptive.

Prescriptive analytics uses experimental design and optimization to suggest a course of action.

Systematic error is the primary problem with this survey.

It ensures there are no missing data points and it mitigates undetected errors from the data-entry process.

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Analytics help an organization by developing fact-based strategies.

The purpose and methods classify analytics as descriptive, predictive, or prescriptive.

Prescriptive analytics uses experimental design and optimization to suggest a course of action.

Systematic error is the primary problem with this survey.

It ensures there are no missing data points and it mitigates undetected errors from the data-entry process.

Free Preview Ended

Unlock Full Access

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