Related Experiment Video
Updated: Aug 5, 2026

06:18
Pioneering Patient-Specific Approaches for Precision Surgery Using Imaging and Virtual Reality
Published on: April 5, 2024
Evolution of Interventional Radiology Practice Phenotypes: Sedation, Clinical Integration, and Procedural Complexity
Amy R Deipolyi1, Adam M Belcher2
1West Virginia School of Medicine, Charleston Division, Charleston, WV, United States (A.R.D.); Interventional Radiology, Department of Surgery, Charleston Area Medical Center, Charleston, WV, United States (A.R.D.).
Academic Radiology
|July 30, 2026
Summary
The interventional radiology (IR) workforce is diversifying, with growth concentrated in routine care. Complex procedures are increasingly performed by IR physicians integrating clinical evaluation and management with procedural sedation.
Area of Science:
- Interventional Radiology
- Health Workforce Analysis
- Medical Economics
Background:
- The interventional radiology (IR) workforce has seen significant growth.
- Understanding practice patterns is crucial for workforce planning and patient care.
- Billing data offers insights into physician practice behaviors.
Purpose of the Study:
- To define longitudinal practice phenotypes within the IR workforce.
- To analyze the association of these phenotypes with procedural complexity and workforce growth.
- To examine trends in procedural sedation and evaluation and management (E/M) billing.
Main Methods:
- Retrospective analysis of Medicare data (2013-2023).
- Classification of IR physicians into four practice phenotypes based on sedation and E/M billing.
- Assessment of longitudinal workforce trends, sedation billing, and procedure mix.
- Evaluation of associations between practice phenotype and procedural complexity.
Main Results:
- The IR workforce more than doubled between 2013 and 2023.
- Moderate sedation billing increased significantly, especially after 2017.
- The 'Moderate Sedation Only' group became the largest cohort (46.8% in 2023).
- Complex procedures were most common in the 'Both' (sedation and E/M) group.
- Workforce growth was concentrated in physicians performing routine procedures.
Conclusions:
- The IR workforce is stratifying into distinct practice phenotypes.
- Complex IR procedures are predominantly performed by physicians combining clinical integration and procedural sedation.
- Workforce expansion is driven by physicians focused on routine procedural care.
- Comprehensive IR practice is linked to integrated clinical and procedural services.
