Data Ethics and Privacy MCQ Questions and Answers

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What is the primary goal of "data obfuscation" in data ethics and privacy?

A) To increase data accessibility B) To protect sensitive information C) To improve data quality D) To hide data from authorized users

Discuss

Answer & Solution

Answer: Option D

No explanation is given for this question. Let's Discuss on Board

In data ethics, what does "data provenance" refer to?

A) Data belongs to data scientists B) The source and history of data C) Data control by data subjects D) Data control by governments and organizations

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

Which term describes the practice of disclosing data practices to individuals and obtaining their consent for data collection and use?

A) Data anonymization B) Data stewardship C) Informed consent D) Data sharing

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Answer & Solution

Answer: Option C

No explanation is given for this question. Let's Discuss on Board

In data ethics and privacy, what is the primary purpose of "data minimization"?

A) To collect as much data as possible B) To collect only necessary data C) To collect data secretly D) To delete all collected data

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

What is the main objective of "data compartmentalization" in data ethics and privacy?

A) To increase data accessibility B) To protect sensitive information C) To improve data quality D) To separate data based on categories

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Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

What ethical principle emphasizes the importance of preventing unauthorized access to data and protecting data from breaches?

A) Transparency B) Accountability C) Fairness D) Security

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Answer & Solution

Answer: Option D

No explanation is given for this question. Let's Discuss on Board

What does the term "data masking" mean in data ethics and privacy?

A) Making data more visible B) Making data less readable C) Making data more accessible D) Making data less identifiable

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Answer & Solution

Answer: Option D

No explanation is given for this question. Let's Discuss on Board

In data ethics, what is the primary concern related to "data retention"?

A) Data accuracy and reliability B) Data collection methods C) Data privacy and security D) Data storage duration

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Answer & Solution

Answer: Option D

No explanation is given for this question. Let's Discuss on Board

What is the primary purpose of "data governance" in data ethics and privacy?

A) To increase data accessibility B) To protect sensitive information C) To improve data quality D) To establish data policies and procedures

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Answer & Solution

Answer: Option D

No explanation is given for this question. Let's Discuss on Board

Which term refers to the practice of creating and maintaining a record of who accessed certain data and what they did with it?

A) Data stewardship B) Data audit trails C) Data obfuscation D) Data classification

Discuss

Answer & Solution

Answer: Option B

No explanation is given for this question. Let's Discuss on Board

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Data Ethics and Privacy MCQ Questions and Answers | Data Science MCQs