Related Experiment Video
Updated: Dec 25, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
The Effect of Clinical Volume on Annual and Per-Patient Encounter Medical Malpractice Claims Risk
Adam C Schaffer, Astrid Babayan1, Chihwen Winnie Yu-Moe1
1From the CRICO/Risk Management Foundation of the Harvard Medical Institutions.
Objectives:
The relationship between medical malpractice risk and one of the fundamental characteristics of physician practice, clinical volume, remains undefined. This study examined how the annual and per-patient encounter medical malpractice claims risk varies with clinical volume.
Methods:
Clinical volume was determined using health insurance charges and was linked at the physician level to malpractice claims data from a malpractice insurer. The annual medical malpractice claims risk was expressed as the percent of physicians with a malpractice claim, and the per-encounter medical malpractice claims risk was expressed as malpractice claims per 1000 patient encounters. Both of these malpractice claims risk metrics were analyzed as a function of clinical volume, using linear and spline regression.
Results:
As clinical volume increased, the percent of physicians with a malpractice claim increased linearly. Among all physicians studied, for each decile increase in clinical volume, there was a 0.373% increase in physicians with a malpractice claim (95% confidence interval, 0.301%-0.446%; P < 0.0001). As clinical volume increased, the rate of malpractice claims per 1000 patient encounters decreased. This relationship between clinical volume and per-encounter claims risk was nonlinear. There was a clinical volume threshold, below which decreasing clinical volume was associated with increasing per-encounter claims risk, and above which claims risk no longer significantly varied with increases in clinical volume.
Conclusions:
Clinical volume is a crucial determinant of physician malpractice risk, with higher-volume physicians having higher annual risk but lower per-encounter risk. Clinical volume data should be incorporated into analyses of malpractice risk.
Insights
Physician malpractice risk is linked to clinical volume. Higher patient volumes correlate with more annual claims but fewer claims per patient encounter, suggesting volume is key to risk analysis.
Area of Science:
- Medical malpractice research
- Physician practice analysis
- Healthcare risk management
Background:
- The relationship between physician clinical volume and medical malpractice risk is not well-defined.
- Understanding this relationship is crucial for accurate risk assessment in healthcare.
Purpose of the Study:
- To investigate how annual and per-patient encounter medical malpractice claims risk varies with physician clinical volume.
- To determine the impact of clinical volume on malpractice claims frequency and rate.
Main Methods:
- Clinical volume data was sourced from health insurance charges and linked to physician malpractice claims data.
- Annual malpractice claims risk was measured as the percentage of physicians with a claim.
- Per-encounter risk was calculated as claims per 1000 patient encounters, analyzed using regression models.
Main Results:
- Increased clinical volume showed a linear rise in the percentage of physicians with malpractice claims.
- For every decile increase in volume, physicians with claims rose by 0.373% (P < 0.0001).
- Per-encounter malpractice claims risk decreased non-linearly with increasing clinical volume, with a threshold effect observed.
Conclusions:
- Clinical volume significantly influences physician malpractice risk.
- Higher-volume physicians face greater annual risk but lower per-encounter risk.
- Incorporating clinical volume data is essential for comprehensive malpractice risk analyses.
More Related Videos
11:58Minimally Invasive Thumb-sized Pterional Craniotomy for Surgical Clip Ligation of Unruptured Anterior Circulation Aneurysms
Published on: August 11, 2015
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Related Concept Videos
Torts I
Intentional...
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Torts III
Quasi-intentional torts in healthcare involve acts where intent is not directed to harm an individual but results in harm due to careless or reckless speech.
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Torts II
Relative Risk