ReviewCureus2026
Review of the Irish Radiology Workforce: System Pressures and Future Directions.
Review 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
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The radiology service in the Republic of Ireland operates under a well-documented workforce shortage against a backdrop of increasing service demand. This narrative review synthesizes strategic publications and insights to provide a detailed analysis of the current landscape, its challenges, and potential pathways for improvement. Data were collated from the Faculty of Radiology, Health Service Executive, Irish Medical Council, and literature retrieved through PubMed. The aim is not to present a rigid framework but to offer a cohesive synthesis and evidence-based recommendations. The review confirms a persistent deficit in radiologist workforce numbers, with Ireland's density of approximately 6.5 per 100,000 population remaining substantially below the European Union (EU) median of 11.5. This shortfall is driven by increasing service demands, a training bottleneck, and modest retention of trainees. Consequences include reporting backlogs and pressure on the radiologist's wellbeing. Technological advances offer potential mitigation but cannot replace workforce expansion. The EU-REST (Radiation, Education, Staffing, and Training) project, now adopted as European Commission policy, provides a recognized benchmark for staffing. Ireland's radiology service stands at a critical juncture. Sustainable progress requires long-term investment in training, supervision capacity, and digital infrastructure, aligned with EU-REST benchmarks. Strategic use of technology and an expanded training program will be essential to ensure resilience and quality in radiology service delivery.
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.