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Generative AI and Student Learning Experience Survey

A research instrument measuring how generative AI tools affect student learning outcomes across learning depth, critical thinking, knowledge retention, and metacognitive awareness. Designed for pre/post and experimental research designs. Estimated completion time: 10–14 minutes.

Sample questions

A preview of what’s in the template. Every question is editable before you launch.

30 questions · ~4 min
Q01
Long Text

Welcome and thank you for participating in this study about technology use in learning. This survey asks about your experiences with various tools you use in your coursework. Your participation is completely voluntary, and you may stop at any time without penalty. There are no right or wrong answers — we are interested in your honest opinions and experiences. Your responses are confidential and will be reported only in aggregate form. No individual responses will be identifiable. Results will be used for academic research purposes. Estimated completion time: 10–14 minutes. By continuing, you confirm that you are 18 years or older and consent to participate.

Q02
Long Text

Please indicate when you are completing this survey.

Q03
Multiple Choice

Are you currently enrolled as a student at a college or university?

Q04
Multiple Choice

Which of the following generative AI tools have you used for learning or coursework? Select all that apply.

Q05
Multiple Choice

For which of the following learning activities do you use generative AI tools? Select all that apply.

Q06
Long Text

The next set of questions asks about your learning experiences when using generative AI tools. Please think about your most recent course where you used AI tools and answer based on that experience. There are no right or wrong answers — we are interested in your honest perceptions.

Q07
Long Text

How often do you check the accuracy or validity of information provided by generative AI before using it in your work?

Q08
Long Text

Thinking about material you learned with the help of generative AI, how confident are you that you could recall and explain the key concepts without any AI assistance?

Q09
Long Text

When starting a learning task that involves generative AI, how often do you set specific learning goals for yourself before beginning?

Q10
Long Text

Overall, how has your use of generative AI tools affected the quality of your learning?

Q11
Long Text

What is your current academic level?

Q12
Multiple Choice

Have you used any generative AI tools (e.g., ChatGPT, Claude, Gemini, Copilot) for learning or coursework in the past 3 months?

Q13
Long Text

In a typical week during the academic term, how often do you use generative AI tools for learning or coursework?

Q14
Long Text

Please rank the following learning activities from the one where you use generative AI MOST (1) to LEAST.

Q15
Long Text

When using generative AI for this course, to what extent did you develop a deep understanding of the underlying concepts?

Q16
Long Text

How often do you form your own conclusions about a topic before consulting generative AI?

Q17
Long Text

Compared to material you learned WITHOUT generative AI, how would you rate your ability to retain information learned WITH generative AI?

Q18
Long Text

While using generative AI for learning, how often do you pause to check whether you actually understand the material rather than just reading the AI's response?

Q19
AI Interview

Based on your responses in this survey, please share any additional thoughts about how generative AI has influenced your learning experience — both positively and negatively.

Q20
Long Text

What is your primary field of study?

Q21
Long Text

How would you describe your overall level of engagement with your current coursework?

Q22
Long Text

When using generative AI for this course, to what extent were you able to apply concepts to new problems or scenarios on your own?

Q23
Long Text

How often do you question the assumptions or perspectives embedded in generative AI responses?

Q24
Long Text

How confident are you that you could apply concepts learned with generative AI to a different course or real-world situation?

Q25
Long Text

How often do you change your approach to using generative AI when you realize your current strategy is not helping you learn effectively?

Q26
Long Text

What is your age?

Q27
Long Text

When using generative AI for this course, to what extent did you analyze, compare, or critically evaluate the information you encountered?

Q28
Long Text

How often do you consult additional sources (textbooks, journals, peers) to compare against what generative AI provides?

Q29
Long Text

After completing a learning task with generative AI, how often do you reflect on whether the AI actually helped you learn or just helped you complete the task?

Q30
Long Text

When using generative AI for this course, to what extent did you create original work or synthesize ideas beyond what the AI provided?

What’s included

  • AI follow-ups

    Adaptive probes on open-ended answers that pull out detail a static form would miss.

  • Attention checks

    Built-in safeguards against rushed answers and low-quality respondents.

  • AI-drafted copy

    Wording, ordering, and branching written by the AI — tuned to your research goal.

  • Auto report

    Themes, quotes, and a plain-English summary write themselves once responses come in.

Ready to launch?

Open this template in the editor. Every part is yours to change before the first respondent sees it.