Related Experiment Video
Updated: Oct 6, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Achieving Large-Scale Quality Improvement in Primary Care Annual Wellness Visits and Hierarchical Condition Coding
Todd M Zeiger1, Esther J Thatcher1, Sona Kirpekar1
1University Hospitals, Cleveland, OH, USA.
A quality improvement initiative significantly boosted Medicare Annual Wellness Visit (AWV) completion and Hierarchical Condition Category (HCC) documentation in an accountable care organization (ACO). This scalable approach met performance goals despite COVID-19 disruptions.
Area of Science:
- Healthcare Management
- Quality Improvement Science
- Health Informatics
Background:
- Medicare Annual Wellness Visits (AWV) and Hierarchical Condition Categories (HCC) are critical metrics for Accountable Care Organizations (ACOs), impacting both quality and finances.
- Scaling quality improvement (QI) efforts within existing healthcare systems is essential for enhancing performance in large organizations.
Purpose of the Study:
- To implement and evaluate a multifaceted QI framework, the fractal management system, over three years.
- To improve performance in AWV completion and HCC documentation within a large healthcare system.
Main Methods:
- A pre-post evaluation design was used to assess a health system-wide QI intervention from 2018 to 2020.
- The intervention encompassed project management, coaching, communications, performance feedback, and health informatics.
- The study included 89 primary care practices within an Ohio-based ACO, serving over 72,000 Medicare and Medicare Advantage patients.
Main Results:
- Annual Wellness Visit (AWV) completion rates increased significantly from 23.7% in 2018 to 59.8% in 2020, with over half of practices exceeding the 60% goal.
- Hierarchical Condition Category (HCC) completion tracking improved from 75.9% in 2019 to 79.7% in 2020.
- Performance goals for both AWV and HCC were achieved in 2020, even with COVID-19 related service disruptions.
Conclusions:
- The fractal management system effectively improved AWV and HCC performance in a large ACO.
- The QI approach is adaptable for addressing other healthcare challenges and can be applied to diverse healthcare systems.
- Successful implementation demonstrates the feasibility of scaling QI initiatives within resource-constrained environments.
Related Concept Videos
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Secondary Healthcare System
Preventive Healthcare Services
Integrated Healthcare System
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...

