Measuring Radiology's Impact: Core Concepts for Tracking Patient-Oriented Outcomes and Delivering High-Value Care—A Perspective by the ACR's Relevance and Impact Committee

Radiology strongly impacts patient care. However, radiologists' potential to promote high-value care has long been underappreciated, partly related to difficulties in establishing their role in driving patient-oriented outcomes (e.g., reduced morbidity and mortality; improved quality of life). Recognizing this gap, the American College of Radiology convened the Relevance and Impact Committee to develop a framework for measuring radiologists' impact. The committee proposed two foundational concepts: diagnostic imaging provenance (the lineage underlying a diagnosis being established) and relevance (the manner in which a diagnosis relates to upstream reasons for examinations and downstream decision-making). The committee applied these concepts to develop the medical imaging life cycle framework as a patient and practitioner centric feedback loop whereby each examination serves as a potential care inflection point and pertinent positive and negative findings alter patient trajectories. Advances in data science, including large-scale EHR-driven analyses and generative artificial intelligence, now aid tracking of such relationships, helping to operationalize a longstanding vision of linking imaging to outcomes. This Perspective explores these core concepts and terminology underlying measurement of radiology's impact and seeks to provide a roadmap for their implementation within modern healthcare systems. Such application will promote radiologists' recognition as proximal agents of clinically impactful high-value care.

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Publication Details

Journal
American Journal of Roentgenology
Published
2026-05-27
DOI
https://doi.org/10.2214/ajr.26.34767
Primary Topic
Radiology practices and education
Type
article
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article

Measuring Radiology's Impact: Core Concepts for Tracking Patient-Oriented Outcomes and Delivering High-Value Care—A Perspective by the ACR's Relevance and Impact Committee

Amanda Crawford, Eliot L. Siegel, Alexander J. Towbin, Alexander M. McKinney et al.
American Journal of Roentgenology
Radiology practices and education
article

Measuring Radiology's Impact: Core Concepts for Tracking Patient-Oriented Outcomes and Delivering High-Value Care—A Perspective by the ACR's Relevance and Impact Committee

Amanda Crawford, Eliot L. Siegel, Alexander J. Towbin, Alexander M. McKinney, Francesco Alessandrino, John E. Jordan, Nabile Safdar, Naiim Ali, Anil Chauhan, Thiago A. Braga, William F. Aufferman, Wende N. Gibbs, Mai-Lan Ho, Jose M. Net, Jeffrey B. Rykken, Colin M. Segovis, Adam E. Flanders
article en

Abstract

Radiology strongly impacts patient care. However, radiologists' potential to promote high-value care has long been underappreciated, partly related to difficulties in establishing their role in driving patient-oriented outcomes (e.g., reduced morbidity and mortality; improved quality of life). Recognizing this gap, the American College of Radiology convened the Relevance and Impact Committee to develop a framework for measuring radiologists' impact. The committee proposed two foundational concepts: diagnostic imaging provenance (the lineage underlying a diagnosis being established) and relevance (the manner in which a diagnosis relates to upstream reasons for examinations and downstream decision-making). The committee applied these concepts to develop the medical imaging life cycle framework as a patient and practitioner centric feedback loop whereby each examination serves as a potential care inflection point and pertinent positive and negative findings alter patient trajectories. Advances in data science, including large-scale EHR-driven analyses and generative artificial intelligence, now aid tracking of such relationships, helping to operationalize a longstanding vision of linking imaging to outcomes. This Perspective explores these core concepts and terminology underlying measurement of radiology's impact and seeks to provide a roadmap for their implementation within modern healthcare systems. Such application will promote radiologists' recognition as proximal agents of clinically impactful high-value care.

American Journal of Roentgenology
University of Maryland, Baltimore (US), University of Minnesota (US), Barrow Neurological Institute (US), University of Miami (US), Thomas Jefferson University (US), University of Utah (US), University of Missouri Hospital (US), Emory University Hospital (US), University of Vermont Medical Center (US), Emory Johns Creek Hospital (US), University of Kansas Medical Center (US), Little Company of Mary Hospital (US), University of Minnesota Medical Center (US), University of Cincinnati Medical Center (US)
Responsible consumption and production
Openalex Percentile: Top 6%
Radiology practices and education
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