Related Experiment Video
Updated: Mar 28, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Industry payments to cardiologists are associated with higher Medicare spending
Michael I Ellenbogen1, Joseph E Marine2, Yubin Park3,4
1Johns Hopkins University School of Medicine, 600 N Wolfe St, Meyer 8-134P, Baltimore, MD 21287.
Objective:
To determine whether industry payments to cardiologists are associated with Medicare beneficiary spending, as financial incentives may influence clinical decision-making.
Study Design:
Cross-sectional analysis comparing 2022 Open Payments data with cardiologists' attributed traditional Medicare spending.
Methods:
We used publicly available data on industry payments to providers (Open Payments) and professional fees per provider for traditional Medicare beneficiaries for 2022. We estimated a multivariable linear regression with cardiologist-attributed spending per traditional Medicare beneficiary as the outcome and nonresearch industry payments as the predictor of interest. For the main analysis, we adjusted for cardiologist characteristics and patient characteristics and included a fixed effect for state of practice.
Results:
Our sample included 26,805 cardiologists, and of these, 82.3% received at least 1 payment. The mean (SD) industry payment to cardiologists was $3958 ($17,471). In the main model, a $10,000 increase in industry payments was associated with greater mean spending per Medicare beneficiary by $14.1 (95% CI, $11.9-$16.3).
Conclusions:
Industry payments were positively correlated with spending per traditional Medicare beneficiary attributed to a given cardiologist. Although our analysis does not establish causation, the relationship between industry payments and attributed spending is potentially significant, even if industry payments directly influence only a fraction of the overall expenditure. Future studies should better characterize the relationship between payments from device and pharmaceutical companies and spending for those specific devices and drugs and use causal methods to measure the extent to which these payments may influence health care utilization.
More Related Videos
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
13:07Optical Coherence Tomography Based Biomechanical Fluid-Structure Interaction Analysis of Coronary Atherosclerosis Progression
Published on: January 15, 2022
Related Concept Videos
Cardiomyopathy V: Interprofessional Care
Peripheral Artery Disease III: Interprofessional Care
Coronary Artery Disease V: Interprofessional Care
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cardiomyopathy III: Hypertrophic Cardiomyopathy
Cardiomyopathy IV: Restrictive Cardiomyopathy