AI and survey question design: stop accidentally biasing your data

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-research-AI-and-survey-question-design-r7a10-teen

1. What is the core idea behind "AI and survey question design: stop accidentally biasing your data"?

   1. AI helps you write survey questions that don't lead respondents to the answer you want.
   2. y-axis
   3. Pull surrounding sentences for each citation
   4. Step 3: Compare. Did AI get anything wrong? If yes, trust the real source.

2. Which term best describes a foundational idea in "AI and survey question design: stop accidentally biasing your data"?

   1. survey design
   2. leading question
   3. bias
   4. y-axis

3. A learner studying AI and survey question design: stop accidentally biasing your data would need to understand which concept?

   1. leading question
   2. bias
   3. survey design
   4. y-axis

4. Which of these is directly relevant to AI and survey question design: stop accidentally biasing your data?

   1. leading question
   2. survey design
   3. y-axis
   4. bias

5. Which of the following is a key point about AI and survey question design: stop accidentally biasing your data?

   1. Paste your survey and ask AI to flag leading questions
   2. Ask AI to suggest neutral wording for a biased question
   3. Ask AI to spot questions that ask 2 things at once
   4. Ask AI to remind you to add 'Prefer not to say'

6. Which of these does NOT belong in a discussion of AI and survey question design: stop accidentally biasing your data?

   1. Ask AI to spot questions that ask 2 things at once
   2. y-axis
   3. Paste your survey and ask AI to flag leading questions
   4. Ask AI to suggest neutral wording for a biased question

7. What is the key insight about "The rule" in the context of AI and survey question design: stop accidentally biasing your data?

   1. y-axis
   2. Pull surrounding sentences for each citation
   3. If your question implies the answer, your data is decoration, not data.
   4. Step 3: Compare. Did AI get anything wrong? If yes, trust the real source.

8. Which statement accurately describes an aspect of AI and survey question design: stop accidentally biasing your data?

   1. y-axis
   2. Pull surrounding sentences for each citation
   3. Step 3: Compare. Did AI get anything wrong? If yes, trust the real source.
   4. A bad survey question gives you bad data — and AI can spot the leading wording, double-barreled questions, and missing options that ruin mos…

9. What does working with AI and survey question design: stop accidentally biasing your data typically involve?

   1. Write 5 survey questions on any topic. Ask AI to roast each one and rewrite it neutrally.
   2. y-axis
   3. Pull surrounding sentences for each citation
   4. Step 3: Compare. Did AI get anything wrong? If yes, trust the real source.

10. Which best describes the scope of "AI and survey question design: stop accidentally biasing your data"?

    1. It is unrelated to research workflows
    2. It focuses on AI helps you write survey questions that don't lead respondents to the answer you want.
    3. It applies only to the opposite beginner tier
    4. It was deprecated in 2024 and no longer relevant

11. Which section heading best belongs in a lesson about AI and survey question design: stop accidentally biasing your data?

    1. y-axis
    2. Pull surrounding sentences for each citation
    3. How to use it
    4. Step 3: Compare. Did AI get anything wrong? If yes, trust the real source.

12. Which section heading best belongs in a lesson about AI and survey question design: stop accidentally biasing your data?

    1. y-axis
    2. Pull surrounding sentences for each citation
    3. Step 3: Compare. Did AI get anything wrong? If yes, trust the real source.
    4. Try it

13. Which of the following is a concept covered in AI and survey question design: stop accidentally biasing your data?

    1. leading question
    2. survey design
    3. bias
    4. y-axis

14. Which of the following is a concept covered in AI and survey question design: stop accidentally biasing your data?

    1. leading question
    2. survey design
    3. bias
    4. y-axis

15. Which of the following is a concept covered in AI and survey question design: stop accidentally biasing your data?

    1. leading question
    2. survey design
    3. bias
    4. y-axis