Factors of Generative AI on Learning Effectiveness: Chinese International Students in Malaysia

Dear Participant,

You are invited to participate in this study on factors influencing learning effectiveness among Chinese international students using Generative AI tools in Malaysian higher education.

Participation is voluntary and anonymous. Your responses will only be used for academic purposes.

1. Gender

MaleFamalePrefer not to say

2. Age

Below 2020-2223-25Above 25

3. Level of Study

DiplomaBachelor‘s DegreeMaster’s DegreeDoctor’s Degree

4. Year of Study

Year1Year2Year3Year4 or above

5. Institution Type

Public UniversityPrivate University

6. Most Used GenAI Tool

GhatGPTDeepSeekGeminiMicrosoft CopilotOthers

7. Duration of Use

Less than 6 months6-12 months1-2yearsMore than 2 years

8. AI Usage Frequency

I use Generative AI tools frequently for my university learning.

I use Generative AI tools when completing assignments.

I use Generative AI tools to understand difficult concepts.

I use Generative AI tools to search for academic resources.

I use Generative AI tools to prepare for quizzes or examinations.

Using Generative AI tools has become part of my learning routine.

9. Perceived Usefulness

Using Generative AI tools improves my academic performance.

Using Generative AI tools enables me to complete learning tasks more efficiently.

Using Generative AI tools improves the quality of my learning.

Using Generative AI tools makes it easier to understand course materials.

Using Generative AI tools increases my learning productivity.

Overall, I find Generative AI tools useful for my university learning.

10. Self-Directed Learning

I set clear learning goals before I begin studying.

I plan my learning activities according to my study needs.

I actively search for additional learning resources when necessary.

I regularly monitor my learning progress.

I evaluate whether I have achieved my learning goals.

I take responsibility for improving my own learning.

11. Learning Effectiveness

I understand course content effectively.

I achieve my learning objectives successfully.

I can apply what I have learned to academic tasks.

I complete academic tasks with greater confidence.

I am satisfied with my learning outcomes.

Overall, my learning effectiveness has improved after using Generative AI tools.

更多问卷复制此问卷