Research Brief
Background: In this study, researchers surveyed 134 young family physicians from 20 European countries to understand how ready they are to use AI in primary care. The web survey used the Medical AI Readiness Scale (MAIRS), which rates four areas: cognition (understanding), ability (skills), vision (future value), and ethics. The maximum possible score is 110, with higher scores indicating greater readiness.
What This Study Found:
Overall readiness was moderate (median 69/110) with wide variation.
About one-quarter of participants said they never use AI in family medicine, and frequent use was uncommon.
Participants who reported knowing more about current AI applications and how AI is used in health care scored higher on readiness.
Age and training level were not linked to readiness in this sample.
Implications: AI tools are advancing quickly but uneven readiness and low day-to-day use suggest a need for training and curricula tailored to primary care.
Artificial Intelligence Readiness Among Young Family Doctors in Europe
Seyma Handan Akyon, MD, Family Medicine Specialist, et al
Sincan Education and Research Hospital, Ankara, Türkiye
The Annals of Family Medicine
Young European Family Doctors Show Moderate Readiness for Artificial Intelligence But Knowledge Gaps Limit AI Use
24-Nov-2025