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A Claims-Based Method for Identification and Characterization of Practicing Interventional Radiologists
Mikki D Waid1, Elizabeth Y Rula1, C Matthew Hawkins2
1Harvey L. Neiman Health Policy Institute, American College of Radiology, Reston, Virginia.
Identifying practicing interventional radiologists (IR) using claims data is challenging as most are misclassified. A new method using IR work percentage improves accuracy for research and comparability.
Area of Science:
- Radiology
- Health Services Research
- Medical Informatics
Background:
- Accurate identification of practicing interventional radiologists (IR) is crucial for research and healthcare analysis.
- Current claims data often misclassify radiologists performing IR procedures, primarily designating them as diagnostic radiologists.
Purpose of the Study:
- To propose and validate a novel research methodology for identifying practicing interventional radiologists using national claims data.
- To assess the effectiveness of a threshold-based approach on IR work volume for accurate specialty identification.
Main Methods:
- Utilized 100% Medicare Part B and Optum Clinformatics Data Mart (CDM) claims data (2015-2019).
- Ranked radiologists by the percentage of interventional radiology (IR)-related work (RVUs).
- Validated findings using Medicare self-designated specialty and Society of Interventional Radiology (SIR) membership, employing Youden index and logistic regression.
Main Results:
- A significant proportion of radiologists performing IR work were not designated as such in claims data, especially at lower IR work thresholds.
- Increasing IR work percentage thresholds (10%, 50%, 90%) progressively identified more practicing interventional radiologists.
- Practicing interventional radiologists identified by this method were more likely to be male, metropolitan-based, and earlier in their careers.
Conclusions:
- Claims data specialty designations are insufficient for accurately identifying practicing interventional radiologists.
- The proposed method, based on the percentage of IR-related work effort, offers a more generalizable and comparable approach for claims-based IR research.
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