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
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 long-standing 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 road map for their implementation within modern health care systems. Such application will promote radiologists' recognition as proximal agents of clinically impactful high-value care.
Fields of Study & Subjects
Radiology practices and education
Artificial Intelligence in Healthcare and Education
Healthcare cost
quality
practices
Publication details
- Journal / source
- American Journal of Roentgenology
- Publisher
- American Roentgen Ray Society
- Volume
- 227
- Issue
- 3
- Pages
- 1–9
- Publication date
- 27 May 2026
- Language
- EN