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Experimental Instrument
Technology // MAIRS Open Access

Medical Artificial Intelligence Readiness Scale

22-item scale measuring readiness to use AI in healthcare across four dimensions: cognition (technical knowledge), ability (practical application), vision (foresight about AI's implications), and ethics.

Estimated Time
~5 mins
Instrument Scale
Standardized Items
Administration
Self-Administered
Scoring Engine
Automated Real-Time

Scale Overview & Construct

22-item scale measuring readiness to use AI in healthcare across four dimensions: cognition (technical knowledge), ability (practical application), vision (foresight about AI's implications), and ethics.

Psychometric Instrument Likert Self-Report Dimensional Breakdown Server-Side Validated

Purpose & Measurement Objectives

22-item scale measuring readiness to use AI in healthcare across four dimensions: cognition (technical knowledge), ability (practical application), vision (foresight about AI's implications), and ethics. Based on your answers to its 22 items, you'll get a breakdown across its 4 component areas as well as an overall picture, showing where the pattern is strongest for you. Your result gives you a clearer picture of how you personally relate to this technology, rather than a general assumption.

Instrument Specifications

Target Population
Teachers, Educators & Faculty
Administration Format
Self-Administered
Intended Domain / Purpose
Research & Empirical Study
Recommended Age Bracket
Adults (18+ yrs)
Duration & Pacing
5 Minutes (Self-Paced)
Access License
Open Creative Commons

Academic Citation & Instrument Provenance

When referencing this instrument in research, academic theses, or clinical institutional audits, please cite the original author publication:

License: CC BY 4.0. Citation: Karaca, O., Çalışkan, S. A., & Demir, K. (2021). Medical Artificial Intelligence Readiness Scale for Medical Students (MAIRS-MS): Development, validity and reliability study. BMC Medical Education, 21, 112. This is not a diagnostic tool.

Governance, Boundaries & Ethical Use

Construct Boundaries & Interpretive Limitations

Imported from the OpenScales open item-bank project. This specific digital implementation has not been independently clinically validated by PsiQ — scores are for self-reflection, research, and educational purposes only, and are not a diagnosis.

License: CC BY 4.0. Citation: Karaca, O., Çalışkan, S. A., & Demir, K. (2021). Medical Artificial Intelligence Readiness Scale for Medical Students (MAIRS-MS): Development, validity and reliability study. BMC Medical Education, 21, 112. This is not a diagnostic tool.

Free
Open Psychometric Access
OPEN ACCESS
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  • Immediate server-side scoring and dimensional profile
  • Official downloadable diagnostic PDF report
  • Zero ads • Anonymous & encrypted response storage
  • Experimental Instrument psychometric calibration
Identifier MAIRS
Category Technology
Scale Standard Standardized
License Status CC BY 4.0 Open Scale
PsiQ Psychometric ID #202
Medical Artificial Intelligence Readiness Scale
Free Open Access
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