Regional variation in health care utilization and mortality
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
Anna Godøy1, Ingrid Huitfeldt2
1Institute for Research on Labor and Employment, University of California, Berkeley, United States; Institute for Social Research, Norway; Statistics Norway, Norway.
Abstract:
Geographic variation in health care utilization has raised concerns of possible inefficiencies in health care supply, as differences are often not reflected in health outcomes. Using comprehensive Norwegian microdata, we exploit cross-region migration to analyze regional variation in health care utilization. Our results indicate that place factors account for half of the difference in utilization between high and low utilization regions, while the rest reflects patient demand. We further document heterogeneous impacts of place across socioeconomic groups. Place factors account for 75% of the regional utilization difference for high school dropouts, and 40% for high school graduates; for patients with a college degree, the impact of place is negligible. We find no statistically significant association between the estimated place effects and overall mortality. However, we document a negative association between place effects and utilization-intensive causes of death such as cancer, suggesting high-supply regions may achieve modestly improved health outcomes.
Related Concept Videos
Regional Terms
Primarily, the human body has two major regions, the axial and appendicular regions. The axial region comprises regions from the head to the abdomen and makes up the central body axis. In contrast,...
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...
Comparing the Survival Analysis of Two or More Groups
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Bias in Epidemiological Studies
Traditional Level Of Health Care System
The preventive healthcare service includes tests for screening. Preventive health care services include identifying and reducing disease risk...
