ArticleHealth care analysis : HCA : journal of health philosophy and policy2026
A Two-Level, Multidimensional Framework for Understanding and Treating Clinician Fatigue.
Article in Health care analysis : HCA : journal of health philosophy and policy, 2026. 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.
- Clinical decision fatigue as a reversible state in the continuum of professional exhaustion.Frontiers in health services · 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
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Clinician fatigue is a multifaceted phenomenon implicated in, but distinct from, burnout. It can impair clinician wellbeing and patient care even before burnout develops. Current interventions often treat fatigue as a short-term stress issue, overlooking its multidimensional nature. Rather than a unitary state, it comprises distinct psychological manifestations – emotional and cognitive states – that correspond to different underlying sources. This paper proposes a two-level, multidimensional model that distinguishes these manifestations from their drivers, including organizational pressures and challenges to professional identity. The different dimensions interact and evolve throughout a clinician’s career, positioning fatigue not only as an individual burden but also as a diagnostic signal of systemic misalignment between human capacities and institutional demands. Building on this reframing, the framework emphasizes that clinicians can develop adaptive responses alongside teams and organizations. Management strategies progress from immediate, clinician-led actions to longer-term team and organizational interventions, organized into six pathways: strategic compartmentalization, integrated reconnection, adaptive specialization, collaborative support, systemic engagement, and cyclical renewal. Support for these pathways requires broader institutional and cultural reforms. Reframing clinician fatigue as a signal for individual career choices and institutional transformation underscores the need for more humane and sustainable models of care that respect clinicians’ values and capabilities.
Indexed as
Identifiers
41739377What Socratic 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 Socratic graph.