Related Experiment Video
Updated: Jun 13, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Variation in cardiologists' propensity to test and treat: is it associated with regional variation in utilization?
Frances Lee Lucas1, Brenda E Sirovich, Patricia M Gallagher
1Center for Outcomes Research and Evaluation, Maine Medical Center, Portland, ME 04102, USA. lucasl@mmc.org <lucasl@mmc.org>
Insights
Physician behavior, particularly fear of malpractice, influences regional healthcare use. Understanding these factors can help reduce variations in cardiac testing and treatment intensity.
Area of Science:
- Cardiology
- Health Services Research
- Medical Economics
Background:
- Regional variations in healthcare utilization, including cardiac testing and procedures, are well-documented.
- While resource supply is understood, physician behaviors and attitudes influencing utilization variation remain less clear.
Purpose of the Study:
- To investigate how cardiologists' behaviors and attitudes contribute to regional variations in healthcare utilization.
- To identify specific physician-driven factors associated with the intensity of cardiac testing and treatment.
Main Methods:
- A national survey of cardiologists using patient vignettes to assess propensity for testing and treatment.
- Calculation of a Cardiac Intensity Score based on survey responses.
- Analysis of factors influencing decisions to order cardiac catheterization beyond purely clinical reasons.
Main Results:
- Significant variation exists in physician responses regarding testing and treatment intensity.
- The Cardiac Intensity Score correlated with regional healthcare spending and cardiac service delivery.
- Fear of malpractice and peer expectations were significant factors influencing testing decisions, with malpractice fear strongly linked to regional utilization.
Conclusions:
- Cardiologists' propensity to test and treat contributes to regional healthcare utilization variability.
- Fear of malpractice suits is a key factor associated with this propensity and regional utilization.
- Addressing malpractice concerns may be an effective intervention to reduce healthcare utilization disparities.
Background:
Regional variation in healthcare utilization, including cardiac testing and procedures, is well documented. Some factors underlying such variation are understood, including resource supply. However, less is known about how physician behaviors and attitudes may influence variation in utilization across regions.
Methods And Results:
We performed a survey of a national sample of cardiologists using patients vignettes to ascertain physicians' self-reported propensity to test and treat patients with cardiovascular problems, computing a Cardiac Intensity Score for each physician based on his/her responses intended to measure the physician's propensity to recommend high-tech and/or invasive tests and treatments. In addition, we asked under what circumstances they would order a cardiac catheterization "for other than purely clinical reasons." For some survey items, there was substantial variation in physician responses. We found that the Cardiac Intensity Score was associated with 2 measures of population based healthcare utilization measured within geographic regions, with a stronger association with general healthcare spending than with delivery of cardiac services. Although nearly all physicians denied ordering a potentially unnecessary cardiac catheterization for financial reasons, some physicians acknowledged ordering the test for other reasons, including meeting patient and referring physician expectations, meeting peer expectations, and malpractice concerns. More than 27% of respondents reported ordering a cardiac catheterization if a colleague would in the same situation frequently or sometimes, and nearly 24% reported doing so out of fear of malpractice. These 2 factors were significantly associated with the propensity to test and treat, but only fear of malpractice was associated with regional utilization.
Conclusions:
Variability in cardiologists' propensity to test and treat partly underlies regional variation in utilization of general health and cardiology services. The factor most closely associated with this propensity was fear of malpractice suits. This factor may be an appropriate target of intervention.
Related Concept Videos
Dosage Regimen: Individualization
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Pericarditis II: Clinical Features and Diagnostic Tests
Cardiomyopathy V: Interprofessional Care
Coronary Artery Disease V: Interprofessional Care
Regression Toward the Mean
