Related Experiment Video
Updated: Aug 7, 2026

08:43
A Study on an Intelligent Diagnosis and Treatment Assistant System for Acupuncture in Diminished Ovarian Reserve Based on a Knowledge Graph
Published on: May 29, 2026
Validity and Reliability of the Medical Artificial Intelligence Readiness Scale, Korean Version: A Methodological and
Minjae Lee1, Nayeon Yi1,2, Seunghyeon Lee1
1College of Nursing, Ewha Womans University, Seoul, South Korea.
Nursing & Health Sciences
|August 5, 2026
Summary
A new Korean scale assesses medical artificial intelligence readiness in nursing students. The K-MAIRS is a valid and reliable tool for evaluating AI preparedness in Korean nursing education.
Area of Science:
- Medical Informatics
- Nursing Education
- Artificial Intelligence
Background:
- The integration of artificial intelligence (AI) in healthcare necessitates assessing readiness among future healthcare professionals.
- Existing tools may not be culturally relevant or validated for specific educational contexts like nursing in South Korea.
Purpose of the Study:
- To translate and culturally adapt the Medical Artificial Intelligence Readiness Scale for Medical Students into Korean.
- To evaluate the validity and reliability of the Korean version (K-MAIRS) among nursing students.
Main Methods:
- Methodological and cross-sectional study involving 317 nursing students in South Korea.
- Standard translation and cultural adaptation procedures followed by expert content validation.
- Exploratory and confirmatory factor analyses for structural validity; hypothesis testing for construct validity; Cronbach's alpha and split-half for reliability.
Main Results:
- The final K-MAIRS consists of 15 items across four factors: cognition, ability, vision, and ethics.
- These factors explained 66.88% of the variance in AI readiness.
- The K-MAIRS demonstrated good validity and reliability.
Conclusions:
- The K-MAIRS is a valid and reliable instrument for assessing artificial intelligence readiness in Korean nursing students.
- This culturally adapted tool supports global efforts to integrate AI competencies into nursing education.
- The K-MAIRS aids educators in developing targeted AI education strategies for nursing curricula.