Data Ethics and Privacy MCQ Questions and Answers

1

What does the term "data privacy" refer to in the context of data science?

A) Protecting data from cyberattacks B) Safeguarding personal information C) Ensuring data accuracy D) Data analysis techniques

Discuss

Answer & Solution

Answer: Option B

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

2

What is the primary goal of data anonymization in data ethics?

A) To increase data accessibility B) To protect sensitive information C) To improve data quality D) To reduce computational complexity

Discuss

Answer & Solution

Answer: Option B

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

3

In data science, what is "informed consent" with regard to data collection?

A) Collecting data without permission B) Obtaining user consent to collect data C) Gathering data secretly D) Ignoring user preferences

Discuss

Answer & Solution

Answer: Option B

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

4

What is the main concern addressed by GDPR (General Data Protection Regulation) in data privacy?

A) Ensuring data accuracy B) Protecting data from theft C) Protecting individuals' rights D) Regulating data usage

Discuss

Answer & Solution

Answer: Option C

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

5

What does the acronym "PII" stand for in data ethics and privacy?

A) Personal Identity Information B) Private Information Items C) Public Information Index D) Protected Identity Identifier

Discuss

Answer & Solution

Answer: Option A

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

6

What is the term for the practice of using statistical methods to transform data so that it cannot be traced back to individuals?

A) Data aggregation B) Data encryption C) Data masking D) Data redaction

Discuss

Answer & Solution

Answer: Option C

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

7

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

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

Discuss

Answer & Solution

Answer: Option D

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

8

What is the main purpose of a "data protection impact assessment" (DPIA) in data ethics and privacy?

A) To identify potential risks to data B) To anonymize all collected data C) To optimize data processing D) To enhance data visualization

Discuss

Answer & Solution

Answer: Option A

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

9

Which ethical principle emphasizes the importance of treating individuals fairly and without discrimination in data science?

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

Discuss

Answer & Solution

Answer: Option C

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

10

What does the concept of "data ownership" entail in data ethics?

A) Users have full control over their data B) Data belongs to data scientists C) Data should remain public D) Data can be used without permission

Discuss

Answer & Solution

Answer: Option A

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

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