Related Experiment Video
Updated: Dec 27, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Understanding Geographic Variation in Systemic Overuse Among the Privately Insured
Allison H Oakes1,2, Aditi P Sen1,2, Jodi B Segal1,2,3
1Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health.
Healthcare system structure drives medical overuse. Interventions should target systemic factors, not individual procedures, to reduce patient harm and wasteful spending.
Area of Science:
- Health Services Research
- Health Economics
- Medical Care Quality
Background:
- Medical care overuse leads to significant patient harm and financial waste.
- Understanding the root causes of overuse is crucial for developing effective interventions.
Purpose of the Study:
- To investigate the association between healthcare delivery system structures and regional variations in systemic overuse.
- To identify specific regional healthcare characteristics linked to overuse patterns.
Main Methods:
- Retrospective analysis of deidentified claims data for adults aged 18-64 (January 2011-June 2015).
- Calculation of the Johns Hopkins Overuse Index for 375 US Metropolitan Statistical Areas.
- Ordinary least squares regression modeling to link the Overuse Index with regional healthcare system characteristics.
Main Results:
- Physician supply (per 1000 residents) and Medicare malpractice geographic price cost index were associated with increased overuse.
- Higher density of primary care physicians and a greater proportion of hospital-based providers correlated with decreased overuse.
- Market power of hospitals and insurers showed an inverse relationship with systemic overuse.
Conclusions:
- Systemic overuse is demonstrably linked to observable, structural aspects of regional healthcare systems.
- Interventions to enhance care efficiency by reducing overuse should prioritize addressing these structural drivers.
Related Concept Videos
Dosage Regimen: Individualization
Secondary Healthcare System
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...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Drug Dosing: Obese Patients
Integrated Healthcare System

