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User Attitudes Toward AI Technologies Questionnaire

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

Hi! My name is Freudly, i am an AI therapist, I will give you an interpretation of the test after you complete it.

08:30

October 2, 2025

October 2, 2025
Material has been updated

October 2, 2025
Material has been published

27335 views

2739 completions

2313 likes

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.

RESULTS YOU CAN ACTUALLY USE

What You’ll See After You Finish the Test

Scale Results
— Explained Clearly

Your scores across each test scale, translated into plain, usable insights. Not just numbers, but what they actually mean for your daily life, emotional state, and overall well-being.

AI-Powered
Interpretation

A structured, clinically grounded explanation. Our AI analyzes patterns and relationships between scales to provide a coherent interpretation — without alarmist language.

Statistical
Comparison

See how you compare to others. Your scores are placed in a statistical context, showing percentiles and trends based on anonymized platform data to help you understand what`s typical.

Practical
Recommendations

Actionable guidance tailored to your profile. Receive clear, realistic suggestions you can apply immediately — focused on coping, self-regulation, and realistic next steps.

AI-Detected
Insights

Key patterns you might not notice on your own. Surfacing subtle connections in your responses that help you better understand what may be driving your current results.

Discuss with
an AI Psychologist

Clarify, reflect, and explore right away. Talk through your outcomes, ask questions, and explore meanings in a calm, non-diagnostic dialogue environment.

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Used in 52+ countries

Benchmarking

See How You Compare

Once you finish the test, your results will be compared with real-world data from people in your country.
Below is a preview of the benchmarks we use to place your score in context.

Emotional Attitude (EA)

Average

2.2

Normal range

1.5 — 2.9

min.

max.

majority

This curve shows how scores are typically distributed.
Once you complete the test, your result will appear here so you can see where you land.

Effectiveness of interaction (Eoi)

Average

3.7

Normal range

3.1 — 4.3

min.

max.

majority

This curve shows how scores are typically distributed.
Once you complete the test, your result will appear here so you can see where you land.

Acceptance of AI Technologies (AoAT)

Average

3.7

Normal range

3 — 4.3

min.

max.

majority

This curve shows how scores are typically distributed.
Once you complete the test, your result will appear here so you can see where you land.

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CLEAR ANSWERS TO COMMON QUESTIONS

Frequently Asked Questions

Any questions left?

What does this questionnaire measure?

It measures attitudes toward advanced digital technologies, including interest, comfort, concerns, and expectations. Results reflect factors that may support or limit acceptance and use.

How long does it take to complete?

Estimated completion time is about 2 minutes. The questionnaire includes 10 items.

How should items be answered?

Select the response that best matches typical thoughts or feelings. Answer all items using the same time frame unless an item states otherwise.

How are results interpreted?

Scores summarize overall orientation and key patterns such as openness, caution, and perceived usefulness. Results are descriptive and should be interpreted in context.

Is this a diagnostic tool?

No, it is not intended to diagnose any condition or determine clinical status. It is designed for research, education, and organizational assessment.

WHAT THE TEST MEASURES

About This Assessment

User's Attitude Towards AI Technologies Test

User Attitudes Toward AI Technologies Questionnaire Test

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.

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