ReviewPediatric radiology2026
Strategies for radiology faculty recruitment and retention in a competitive market: implications for pediatric radiology.
Review in Pediatric radiology, 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This narrative review examines strategies and recommendations to address the current radiologist shortage in the USA, with a particular emphasis on workforce retention and preservation through operational efficiency, organizational leadership, cultural transformation, and technology integration. National workforce data, expert commentaries, and strategic frameworks from academic radiology and healthcare leadership literature were reviewed to contextualize current challenges and proposed solutions. The radiology workforce faces escalating pressure driven by rapidly increasing imaging volumes, limited growth in the number of practicing radiologists, and rising attrition rates. Between 2008 and 2018, radiologist workloads nearly doubled while workforce expansion was much smaller, exacerbating workload imbalance, burnout, and professional dissatisfaction. The COVID-19 pandemic exacerbated workforce challenges by causing an exodus of workers and making on-site work more challenging. Although short-term mitigation strategies exist, sustainable long-term solutions require coordinated cultural and structural changes that prioritize strategic hiring, transparent career advancement pathways, protected academic and professional development time, and optimized workflow efficiency supported by technology. In conclusion, effective management of the radiology workforce shortage necessitates integrated operational and cultural approaches, with departments implementing comprehensive and tailored interventions to expand workforce capacity, enhance professional fulfillment, and maintain high-quality patient care.
Indexed as
Identifiers
41954649What 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.