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User Attitudes Toward AI Technologies Questionnaire3

User Attitudes Toward AI Technologies Questionnaire Test

Learn how open or cautious you feel about today’s intelligent tools in a quick 2 minute check. Ten items deliver clear, actionable insight for research, training, or team planning.

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Questions: 102 minutes

08:30

October 2, 2025

October 2, 2025
Material has been updated

October 2, 2025
Material has been published

30,227 views

3,000 completions

2,530 likes

Verified by Daniel Hall

Psychologist with 25 years of experience

Scale Explorer

How the Scales are Structured

example score

3/5

Emotional Attitude (EA)

Measures emotional comfort versus worry about advanced technologies and their perceived opportunities and challenges.

Concerned

Neutral/Mixed

Positive

1 – 2.63: Concerned | 2.64 – 4.21: Neutral/Mixed | 4.22 – 5: Positive

A score of 3 indicates a generally neutral-to-mixed emotional stance, with some comfort alongside occasional concerns.

example score

2/5

Interaction Effectiveness (IE)

Measures how effectively a person uses and feels confident interacting with intelligent systems to accomplish tasks.

Low effectiveness

Moderate effectiveness

High effectiveness

1 – 2.78: Low effectiveness | 2.79 – 4.26: Moderate effectiveness | 4.27 – 5: High effectiveness

A score of 2 suggests lower effectiveness of interaction, reflecting limited skills and confidence and a tendency to rely on familiar, traditional methods.

example score

3/5

AI Technology Acceptance (ATA)

Measures how positively and confidently a person engages with and is willing to use advanced digital technologies in daily tasks.

Low acceptance

Moderate acceptance

High acceptance

1 – 2.79: Low acceptance | 2.8 – 4.15: Moderate acceptance | 4.16 – 5: High acceptance

A score of 3 indicates moderate acceptance, suggesting a generally open but still developing comfort, confidence, and skills in using these technologies.

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DATA-BASED USER COHORTS

Who Usually Takes This Test?

Students and early careers

41%OF USERS

People in school or starting out who want to understand how comfortable they are with emerging digital tools and workplace changes.

HR and training teams

34%OF USERS

Professionals assessing readiness, concerns, and learning needs before rolling out new technology or process updates.

Researchers and educators

25%OF USERS

Those running quick studies or classroom activities to compare attitudes toward new technologies across groups.

BASED ON AGGREGATED, ANONYMIZED DATA FROM TENS OF THOUSANDS OF FREUDLY USERS.

Benchmarking

See How You Compare

Once you complete the test, your results are compared with real-world data from people in your country.
Below is a preview of how scores are typically distributed across each scale.

Emotional Attitude (EA)

Average

2.2

Normal range

1.5 — 2.9

min.

max.

This curve shows how scores are typically distributed.
Once you complete the test, your result will appear on the scale so you can see how you compare.

Effectiveness of interaction (Eoi)

Average

3.7

Normal range

3.1 — 4.3

min.

max.

This curve shows how scores are typically distributed.
Once you complete the test, your result will appear on the scale so you can see how you compare.

Acceptance of AI Technologies (AoAT)

Average

3.7

Normal range

3 — 4.3

min.

max.

This curve shows how scores are typically distributed.
Once you complete the test, your result will appear on the scale so you can see how you compare.

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SAMPLE QUESTIONS

Example Questions From the Test

This questionnaire is designed to assess contemporary attitudes toward artificial intelligence technologies (e.g., chatbots, robots, expert systems). Please read each statement carefully and select the response option that best reflects your level of agreement. Respond as quickly as possible, without spending extended time considering different answer options.

- Disagree
- Somewhat disagree
- Not sure
- Somewhat agree
- Strongly agree
- Disagree
- Somewhat disagree
- Unsure
- Somewhat agree
- Strongly agree
- Disagree
- Rather disagree
- Not sure
- Rather agree
- Completely agree

These are 3 of the 10 real questions — the rest appear in the test. No sign-up needed to start.

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WHAT THE TEST MEASURES

About This Assessment

User's Attitude Towards AI Technologies Test

User Attitudes Toward AI Technologies Questionnaire Test - Symptoms and Signs

cyberpsychology

technophobia

This self-report measure is designed to assess individual attitudes toward the adoption and use of AI-enabled technologies. The User Attitudes Toward AI Technologies Questionnaire provides a brief snapshot of cognitive and affective reactions that may influence acceptance, comfort, and perceived impact in everyday contexts. It was developed by Fred D. Davis and Icek Ajzen.

The instrument includes 10 items and typically requires about 2 minutes to complete. Items query general receptivity as well as concerns and expectations related to AI technologies, supporting use in research, educational, or organizational settings where a rapid characterization of user attitudes is needed. Scores from the User Attitudes Toward AI Technologies Questionnaire are intended to inform group- or individual-level analyses of technology acceptance and related beliefs, rather than to serve as a standalone clinical diagnostic tool.

Author: Fred D. Davis, Icek Ajzen

Literature: Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. User acceptance of information technology: Toward a unified view. MIS Quarterly. 2003.