ArticlePerspectives on medical education2025
The Perils of Excessively Relying on Medicine's Tradition of Standardization.
Article in Perspectives on medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Competencies and Ethical Governance for Psychedelic‑Assisted Therapies: A Practice‑Embedded Quality‑Improvement Framework.Journal of evaluation in clinical practice · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Medicine has long relied on standardization to ensure safety, consistency, and efficiency. From evidence-based guidelines to competency-based curricula, standardized practices have shaped both clinical care and medical education. Yet, as social conditions evolve and clinical complexity increases, this commentary argues that rigid adherence to standardized protocols can become a liability. We explore how excessive standardization can constrain expert judgment, perpetuate inequities in education, and hinder responsiveness to emergent societal needs. Drawing on examples from admissions, assessment, and clinical practice, we show how the very structures meant to promote fairness and safety can inadvertently undermine equity and adaptability. We call for a shift toward "adaptive standardization"-an approach that balances consistency with contextual flexibility. Such a shift requires not only individual discernment but also systemic support for clinicians and educators to tailor decisions to specific circumstances. Ultimately, we argue that fostering adaptability alongside standardization is essential for medical systems to remain responsive, just, and resilient in a rapidly changing world.
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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.