Ethical Considerations in Data and AI

What is a primary ethical concern when collecting personal data?

• Ensuring data is stored efficiently

• Obtaining informed consent from individuals

• Maximizing data volume

• Reducing data processing time

Which of the following violates data privacy ethics?

• Anonymizing data before analysis

• Sharing identifiable user data without permission

• Using data for intended purposes only

• Encrypting sensitive information

Why is transparency important in ethical data usage?

• It speeds up data processing

• It builds trust with users about how their data is used

• It reduces the need for data security

• It eliminates the need for consent

What ethical issue arises from biased datasets?

• They improve data accuracy

• They can lead to unfair or discriminatory outcomes

• They reduce storage costs

• They simplify data analysis

Which principle ensures individuals have control over their personal data?

• Data minimization

• Data sovereignty

• Right to be forgotten

• Data aggregation

What should organizations do to ethically handle a data breach?

• Ignore it to avoid panic

• Notify affected individuals promptly

• Delete all data immediately

• Sell the breached data

Which of these is an ethical use of data?

• Selling customer data to third parties without consent

• Using data to improve services with user permission

• Collecting unnecessary personal details

• Ignoring data security protocols

What is a risk of not anonymizing sensitive data?

• Increased processing speed

• Exposure of individuals’ identities

• Reduced data storage needs

• Improved data quality

Which ethical guideline limits data collection to only what is necessary?

• Data maximization

• Data minimization

• Data retention

• Data duplication

Why is it unethical to use data for purposes beyond its original intent?

• It violates user trust and expectations

• It increases data accuracy

• It reduces operational costs

• It simplifies data management