Part 1: Basic Information 1. What is your gender? Male Female Prefer not to say
2. What is your current academic year? Freshman (Year 1) Sophomore (Year 2) Junior (Year 3) Senior (Year 4) Graduate student or above
3. What is your major field of study? Humanities & Social Sciences Economics & Management Science & Engineering Arts & Sports Medicine & Agriculture Other
4. What is your English proficiency level? Below CET-4 CET-4 CET-6 TEM-4/TEM-8 TOEFL/IELTS/Other international tests
5. Have you previously encountered AI-related knowledge? Yes, completed systematic courses Yes, attended lectures/training No, but self-studied No, never
Part 2: AI Knowledge & Understanding 6. How well do you understand "Artificial Intelligence (AI)"? 1 - Not at all
5 - Very well
7. Which of the following are AI technologies? ChatGPT and large language models Search engines (Baidu, Google) Facial recognition Autonomous driving Office software (Excel) Voice assistants (Siri, Xiao Ai) Recommendation algorithms (TikTok feed) Image generation tools (Midjourney)
8. How familiar are you with the following AI concepts?
Large Language Models (LLM)
Natural Language Processing
9. Do you understand how generative AI (like ChatGPT) works? Not at all Heard of it but don't understand Basic understanding Quite well Very well
10. What are the main limitations of AI? May produce false information Cannot understand real emotions Influenced by training data May contain biases Cannot judge facts 100% accurately Don't know
11. Can you evaluate the reliability of AI-generated content? 12. Which statements about AI are correct? AI outputs require human verification AI may reflect biases in training data AI can completely replace human creativity AI output quality depends on prompt quality AI can answer questions 100% accurately
13. How well do you understand AI ethical issues (privacy, bias, etc.)? Part 3: AI Usage Skills 14. Which AI tools have you used? ChatGPT/OpenAI Claude Wenxin Yiyan (Ernie Bot) Tongyi Qianwen DeepSeek Google Gemini Midjourney Grammarly None
15. How frequently do you use AI tools? Never Rarely (1-2 times/month) Sometimes (1-2 times/week) Often (3-5 times/week) Daily
16. What do you mainly use AI for? Finding information Writing/polishing Translation Programming Data analysis Idea generation Study assistance Image generation Other
17. How proficient are you with prompt engineering techniques? Not at all
Very proficient
18. How do you typically handle AI-generated content? Use directly Modify slightly before use Modify substantially before use Use only as reference and rewrite Don't use AI
19. Do you verify AI-generated information? Never Rarely Sometimes Often Always
20. How would you rate your proficiency in using AI tools? Not proficient at all Beginner Basic user Proficient user Advanced user
21. What are the main problems you encounter when using AI? Inaccurate content Fabricated citations Too generic responses Cannot understand my needs Lacks depth No problems encountered
Part 4: AI Ethics & Academic Integrity 22. Is using AI in academic writing considered academic misconduct? Yes, completely Yes, in some cases Not sure No, as long as used appropriately No, not at all
23. Are you aware of your institution's policies on AI usage? 24. Which AI usage behaviors are inappropriate? AI generates entire paper AI paraphrases others' ideas without attribution AI generates citations without verification AI polishes without disclosure AI searches for materials AI checks grammar
25. How should AI usage be disclosed? Not necessary Only for core content Disclose in all cases Provide detailed usage records Not sure
26. How concerned are you about AI ethical issues?
27. If you use AI in assignments, what would you do? Not inform instructor Only if asked Indicate in assignment Provide detailed documentation Don't use AI
Part 5: AI Attitudes & Learning Expectations 28. What is your attitude toward AI development? Very concerned Somewhat concerned Neutral Somewhat optimistic Very optimistic
29. How will AI impact your future career? Very negatively Somewhat negatively Neutral Somewhat positively Very positively
30. How interested are you in learning AI skills? 31. In which areas would you like to improve? AI tool usage Prompt engineering AI-assisted writing AI data analysis AI ethics Technical principles
32. What is your preferred learning method? Formal courses Workshops/lectures Online self-study Hands-on practice Peer discussion
Part 6: Academic Writing & AI 33. What are your main challenges in academic writing? Literature search English expression Logical structure Citation format Vocabulary/grammar Time constraints
34. Have you used AI to assist with academic writing? Often Sometimes Rarely Never but willing Never and unwilling
35. Are you satisfied with AI-assisted writing? Very dissatisfied Somewhat dissatisfied Neutral Somewhat satisfied Very satisfied Haven't used