Predictors of Perceived Educational Relevance: A Regression Analysis Based on Teaching CanMEDS Roles
Verneri Hannula, Lari Lehtovirta, Petri Kulmala, Markku Sumanen

TL;DR
This study explores how well Finnish doctors feel their undergraduate medical education prepared them for their current work, focusing on the CanMEDS framework and training satisfaction.
Contribution
The study identifies medical knowledge and hospital training as key predictors of perceived educational relevance among Finnish doctors.
Findings
About 45% of respondents felt their education corresponded well to their work.
Teaching of Medical knowledge showed the strongest association with perceived preparedness (OR = 3.70).
Hospital training was more strongly linked to perceived preparedness than health centre training.
Abstract
The CanMEDS framework, originally developed for postgraduate training, has also been adopted in undergraduate medical education. Evaluating how well undergraduate training prepares graduates for clinical work is one way to assess its success. This study examined how Finnish doctors perceive the correspondence between their undergraduate education and their current work, and how the teaching of CanMEDS roles and other factors are associated with these evaluations. Data came from the Finnish nationwide Physician 2023 survey (response rate 49%). Of the 4882 respondents, 1240 had graduated between 2014 and 2023 and comprised the study group. Respondents assessed satisfaction with hospital and health centre training and with the teaching of the seven CanMEDS roles. Binary logistic regression was used to examine associations with perceived correspondence between undergraduate education and…
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsInnovations in Medical Education · Medical Education and Admissions · Patient-Provider Communication in Healthcare
