Related Experiment Video
Updated: Mar 21, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
Published on: February 16, 2011
Geographic Variation in Quality of Care for Commercially Insured Patients
Michael Richard McKellar1, Mary Beth Landrum2, Teresa B Gibson2
1Department of Health Care Policy, Harvard Medical School, Redondo Beach, CA.
Background:
Extensive evidence documents geographic variation in spending, but limited research assesses geographic variation in quality, particularly among commercially insured enrollees.
Objective:
To measure geographic variation in quality measures, correlation among measures, and correlation between measures and spending for commercially insured enrollees.
Data Source:
Administrative claims from the 2007-2009 Truven MarketScan database.
Methods:
We calculated variation in, and correlations among, 10 quality measures across 306 Hospital Referral Regions (HRRs), adjusting for beneficiary traits and sample size differences. Further, we created a quality index and correlated it with spending.
Results:
The coefficient of variation of HRR-level performance ranged from 0.04 to 0.38. Correlations among quality measures generally ranged from 0.2 to 0.5. Quality was modestly positively related to spending.
Conclusion:
Quality varied across HRRs and there was only a modest geographic "quality footprint."
Related Concept Videos
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Standards of Care I
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...
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
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

