EXPERIMENTAL EVIDENCE ON EDUCATIONAL INTERVENTIONS FOR RADIOLOGY RESIDENTS: A SYSTEMATIC REVIEW OF RANDOMIZED CONTROLLED TRIALS

Authors

  • José Mateus dos Santos Neto Escola de Saúde Pública do Distrito Federal
  • Vinícius dos Santos Silva Faculdade de Medicina da Universidade Evangélica de Goiás

DOI:

https://doi.org/10.51891/rease.v12i4.25501

Keywords:

Medical Residency. Radiology. Medical Education. Computer-Aided Diagnosis. Randomized Controlled Trial.

Abstract

Introduction: Radiology residency programs face growing pressures from rising examination volumes, rapid technological change, and competing clinical demands. Objective: To identify and synthesize evidence from randomized controlled trials on technological, pedagogical, individual, and environmental interventions influencing diagnostic competence, knowledge retention, and well-being in radiology residents. Methods: Systematic review following PRISMA 2020, with searches in PubMed and Google Scholar through January 2026. Restricted to RCTs with populations exclusively comprising radiology residents. Methodological quality assessed with Cochrane Risk of Bias 2.0. Results: Five eligible RCTs were identified (251 radiology residents). CAD-assisted BI-RADS training produced scores equivalent to expert teaching and superior to self-study (52±7.3 vs 38±3.7 points; p<0.05). Integrated pedagogy outperformed traditional teaching on theoretical (170.3 vs 155.7) and practical assessments (160.7 vs 135.8; both p<0.001; Cohen d>1.0) on a 200-point scale. Low-dose CT (2 mSv) showed equivalent diagnostic accuracy to standard-dose CT in 107 residents. Audience response systems did not improve retention scores (primary outcome negative; p=0.41). Blue-light filtering glasses showed a non-significant trend toward symptom reduction. Conclusions: Available experimental evidence is limited. CAD-assisted training and integrated pedagogical approaches appear beneficial. Null results highlight the need for adequately powered trials.

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Author Biographies

José Mateus dos Santos Neto, Escola de Saúde Pública do Distrito Federal

Médico residente em Radiologia e Diagnóstico por Imagem. Escola de Saúde Pública do Distrito Federal. Brasília, Distrito Federal, Brasil.

Vinícius dos Santos Silva, Faculdade de Medicina da Universidade Evangélica de Goiás

Acadêmico de Medicina. Faculdade de Medicina da Universidade Evangélica de Goiás. Anápolis, Goiás, Brasil.  

Published

2026-04-07

How to Cite

Santos Neto, J. M. dos, & Silva, V. dos S. (2026). EXPERIMENTAL EVIDENCE ON EDUCATIONAL INTERVENTIONS FOR RADIOLOGY RESIDENTS: A SYSTEMATIC REVIEW OF RANDOMIZED CONTROLLED TRIALS. Revista Ibero-Americana De Humanidades, Ciências E Educação, 12(4), 1–12. https://doi.org/10.51891/rease.v12i4.25501