ArticlePerspectives on medical education2026
The Wicked Problem of Selection and Competency-Based Education: Applying TRIZ Inversion to the Graduate Medical Education Selection Process.
Article in Perspectives on medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Graduate medical education (GME) selection processes may pose significant barriers to implementing competency-based health professions education (CBHPE). Current selection metrics are largely nonpredictive of future success, and the removal of clerkship grades has given rise to a shadow economy of effort focused on publications, research hours, and other activities that detract from clinical training. This misalignment between selection practices and CBHPE principles constitutes a wicked problem that requires innovative approaches to develop new solutions. Methods: We conducted a TRIZ (Theory of Inventive Problem Solving) exercise, a Liberating Structure that challenges assumptions by asking what would make a process fail spectacularly. Eight participants representing three countries, two continents, and four medical specialties convened via video conference in October 2025. Participants served as proxies for key stakeholder groups (students, program directors, medical school leadership, and patients/society), identified elements of the worst-possible selection system, compared them to current practices, and proposed solutions. Results: Participants identified numerous elements characterizing suboptimal selection systems, including inequitable and biased processes, arbitrary decision-making, gaming of metrics, resource-intensive processes that fail to differentiate candidates, misinformation from training sites, and prioritization of self-interest over patient needs. Many of these elements were recognized as present in current GME selection systems worldwide. Discussion: Recommendations to align selection with CBHPE included embedding social accountability throughout selection, leveraging coproduced competency frameworks, prioritizing workforce diversity, ensuring equity in assessment and selection, incentivizing a growth mindset through a transparent learner handover, and implementing structural innovations, including preference signaling or potentially lottery systems, to better align CBHPE and selection.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.