ArticleBMC medical education2026
First-year residents' experiences of uncertainty in rural and urban emergency departments.
Article in BMC 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
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUncertainty is an inherent and challenging aspect of medical practice, particularly for first-year residents making the transition from theoretical education to clinical practice. We aimed to identify factors influencing uncertainty experienced by residents practicing within different organizational frameworks, which could serve as potential targets for supportive interventions.
methodsA qualitative study was conducted using semi-structured interviews with 20 first-year residents across five organizationally and geographically diverse hospitals in Norway. The reflective interviews were informed by participatory observation during emergency department shifts that provided verbal and behavioral cues signaling uncertainty. Data was transcribed and analyzed using Systematic Text Condensation.
resultsWe found four themes with factors influencing residents’ experiences of uncertainty: 1) Residents’ Competence: level of experience and knowledge affected level of uncertainty and confidence, 2) Clinical Complexity: level of patient complexity affected level of uncertainty and the need for consultative support. 3) Consultative Support: availability and predictability of consultative support from senior physician affected level of uncertainty. 4) Level of responsibility: greater responsibility of residents in rural hospitals, due to limited support, fostered faster learning but with the downside of greater initial uncertainty and suboptimal learning environment. We also found that additional factors outside of physicians control such as the number of concurrent patients, the urgency and severity of clinical cases, and related time pressure, further influenced the residents' experience of uncertainty.
conclusionFirst-year residents’ experience of uncertainty is influenced by a combination of personal and organizational factors. Rural hospital settings, which offer limited consultative support and greater responsibility, may foster more uncertainty initially but also promote a quicker transition towards autonomous uncertainty management and development of uncertainty tolerance. Urban settings offer more immediate uncertainty management support, but often under higher patient loads and time constraints, limiting residents’ experience with critically ill patients and responsibility in general. These findings can help hospitals, universities and management modify factors affecting residents’ experiences of uncertainty. This can also help in training medical students and residents so they can better understand, tolerate and manage uncertainty.
trial registrationThis is an observational study which does not include any intervention; therefore, it has not been registered.
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.