Related Experiment Video
Updated: Feb 3, 2026

Combined Supine and Standing Imaging for Varicocele: An Improved Diagnostic Approach
Published on: November 22, 2024
Payment Innovations To Improve Diagnostic Accuracy And Reduce Diagnostic Error
Robert Berenson1, Hardeep Singh2
1Robert Berenson ( RBerenson@urban.org ) is an institute fellow at the Urban Institute, in Washington, D.C.
Payment models must account for diagnostic accuracy to improve patient care. Proposed changes include coding updates, new Alternative Payment Models (APMs) for complex cases, and diagnosis confirmation for APM payments.
Area of Science:
- Health economics
- Medical informatics
- Patient safety
Background:
- Diagnostic accuracy is crucial for effective treatment but is often overlooked in healthcare payment systems, including Medicare and Alternative Payment Models (APMs).
- Current payment structures do not adequately incentivize or support the complex cognitive work involved in accurate diagnosis, particularly in challenging cases.
Purpose of the Study:
- To propose actionable, payment-related strategies for reducing diagnostic errors within existing and future healthcare reimbursement frameworks.
- To highlight the need for integrating diagnostic performance into quality-based payment models.
Main Methods:
- Discussion of three payment-related approaches: 1) Medicare Physician Fee Schedule coding changes to support diagnostic teamwork and IT, 2) development of new APMs focused on diagnostic accuracy with centers of expertise, and 3) confirmation of diagnoses linked to APM payments.
- Analysis of how these approaches can enhance accountability for diagnostic performance.
Main Results:
- Coding changes can better support physicians' diagnostic efforts, especially in complex situations.
- New APMs can provide resources and focus on improving diagnostic accuracy for difficult cases, incorporating quality improvement.
- Verifying diagnoses tied to APM payments is essential for accountability.
Conclusions:
- Implementing these payment-focused strategies can make healthcare reimbursement more accountable for diagnostic error reduction.
- Diagnostic performance should be recognized as a key metric in quality-based payment systems.
Related Concept Videos
Improving Translational Accuracy
Improving Translational Accuracy
Accuracy and Errors in Hypothesis Testing
In hypothesis testing, the probability of making a Type I error, denoted as α, is commonly set at 0.05. This significance level indicates a 5%...
Appendicitis-II: Diagnostic Studies and Management
Diagnosing Appendicitis
It requires a multifaceted approach, starting with a detailed physical examination to pinpoint the location and nature of the pain and identify any associated symptoms. Laboratory tests play a crucial role. A complete Blood Count (CBC) typically reveals leukocytosis (an increased number of...
Myasthenia Gravis: Diagnostic Tests
The edrophonium test is a diagnostic tool for myasthenia gravis. It involves...
Asthma-IV: Diagnostic and Management
Clinical Assessment for Asthma:
This is the first step in diagnosing and managing asthma. It includes:

