ArticleCureus2026
Understanding Factors Motivating Trainees to Pursue a Career in Radiology: An Interview Study.
Article in Cureus, 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This cross-sectional qualitative study investigated the factors that motivate trainees to pursue diagnostic radiology and examined how perceptions of the specialty may evolve across different stages of medical training. Semi-structured interviews were conducted with a purposive sample of three medical students, three PGY-5 diagnostic radiology residents, and four board-certified radiologists. Thematic analysis was applied to the transcripts to identify recurring themes and subthemes across participant groups. Across all training levels, participants consistently cited the intellectual rigor of radiology and a strong passion for lifelong learning as key motivators. The interdisciplinary nature of the field and its central role in patient care were highly valued. Interviewees emphasized the importance of early exposure, mentorship, and addressing persistent misconceptions to increase interest in radiology. The decision to pursue the specialty was described as a reflective process involving alignment with personal values, strengths, and career goals. Choosing radiology requires introspection and a clear understanding of one's professional identity and aspirations. While individual journeys vary, shared themes suggest that targeted interventions, particularly early curricular integration and accessible mentorship, may foster interest and reduce barriers to entry. These findings offer actionable insights for medical educators seeking to support students in exploring radiology as a viable and fulfilling career.
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.