Data Ethics Quiz PDF

**1. What is Data Ethics?** A\) The technical process of organizing data\ B) The study of ethical issues and implications of data usage\ C) A legal framework for data processing\ D) A method for encrypting sensitive information **Answer**: B **2. Which of the following is a key principle of data...

**1. What is Data Ethics?** A\) The technical process of organizing data\ B) The study of ethical issues and implications of data usage\ C) A legal framework for data processing\ D) A method for encrypting sensitive information **Answer**: B **2. Which of the following is a key principle of data ethics?** A\) Data monetization\ B) Data storage\ C) Data privacy\ D) Data mining **Answer**: C **3. Which of the following best describes \"informed consent\" in data ethics?** A\) Using data without the individual's knowledge\ B) Collecting data after explaining its use and obtaining approval from the individual\ C) Selling personal data to third parties without notification\ D) Sharing data only with government entities **Answer**: B **4. What is the ethical concern regarding biased data in AI systems?** A\) AI will always be neutral in decision-making\ B) Biased data leads to unfair or discriminatory outcomes\ C) AI can automatically remove bias from data\ D) Biased data only affects non-personal systems **Answer**: B **5. Which regulation primarily addresses data privacy and protection in Europe?** A\) HIPAA\ B) GDPR\ C) CCPA\ D) FISMA **Answer**: B **6. What does the principle of "transparency" in data ethics emphasize?** A\) Keeping data confidential at all times\ B) Explaining how data is collected, used, and stored\ C) Providing free access to all types of data\ D) Encrypting data to prevent unauthorized access **Answer**: B **7. Which of the following is NOT a potential ethical issue in data collection?** A\) Lack of consent\ B) Data breaches\ C) Data redundancy\ D) Misuse of personal data **Answer**: C **8. What does \"algorithmic accountability\" mean in the context of data ethics?** A\) Ensuring that algorithms perform efficiently\ B) Holding developers and organizations responsible for the decisions made by algorithms\ C) Making algorithms available for public use\ D) Releasing the source code of algorithms **Answer**: B **9. Which of the following is an example of unethical data use?** A\) Analyzing public social media posts for trends\ B) Collecting medical data without patients' consent\ C) Securing personal data with encryption\ D) Conducting a survey with full disclosure to participants **Answer**: B **10. Which of these is a fundamental challenge in data ethics today?** A\) Increasing server space for big data\ B) Ensuring fairness, privacy, and accountability in data use\ C) Reducing the cost of data storage\ D) Developing faster data mining algorithms **Answer**: B