Research Questionnaire
The Impact of Artificial Intelligence on Student Learning
Outcomes in Higher Education
A Structured Questionnaire for Academic Research
Prepared By:
Muntaha Academic Resources
Document Includes:
Participant Introduction
Instructions for Respondents
Confidentiality Statement
Demographic Information
AI Usage Scale
Student Learning Outcomes Scale
Perceived Effectiveness of AI Scale
Five-Point Likert Scale
Thank You Note
For Academic & Educational Purposes Only
Version 1.0
, Introduction
Dear Participant,
You are invited to participate in this research study on "The Impact of Artificial Intelligence on
Student Learning Outcomes in Higher Education." Your responses will be used solely for
academic research purposes. All information will remain confidential and anonymous.
Instructions
Please read each statement carefully and tick (✓) the option that best represents your opinion.
Response Scale
☐ Strongly Disagree (1)
☐ Disagree (2)
☐ Neutral (3)
☐ Agree (4)
☐ Strongly Agree (5)
Section A: Demographic Information
1. Gender
☐ Male
☐ Female
☐ Prefer not to say
2. Age
☐ 18–22 years
☐ 23–27 years
The Impact of Artificial Intelligence on Student Learning
Outcomes in Higher Education
A Structured Questionnaire for Academic Research
Prepared By:
Muntaha Academic Resources
Document Includes:
Participant Introduction
Instructions for Respondents
Confidentiality Statement
Demographic Information
AI Usage Scale
Student Learning Outcomes Scale
Perceived Effectiveness of AI Scale
Five-Point Likert Scale
Thank You Note
For Academic & Educational Purposes Only
Version 1.0
, Introduction
Dear Participant,
You are invited to participate in this research study on "The Impact of Artificial Intelligence on
Student Learning Outcomes in Higher Education." Your responses will be used solely for
academic research purposes. All information will remain confidential and anonymous.
Instructions
Please read each statement carefully and tick (✓) the option that best represents your opinion.
Response Scale
☐ Strongly Disagree (1)
☐ Disagree (2)
☐ Neutral (3)
☐ Agree (4)
☐ Strongly Agree (5)
Section A: Demographic Information
1. Gender
☐ Male
☐ Female
☐ Prefer not to say
2. Age
☐ 18–22 years
☐ 23–27 years
