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Updated: Jan 20, 2026
Price vs. Quantity-Based Interventions
Marketwide Price Transparency Suggests Significant Opportunities For Value-Based Purchasing
Anna D Sinaiko1, Pragya Kakani2, Meredith B Rosenthal3
1Anna D. Sinaiko ( asinaiko@hsph.harvard.edu ) is an assistant professor of health economics and policy in the Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, in Boston, Massachusetts.
Healthcare price variation is significant in local markets, impacting value-based purchasing. Understanding these price differences can lead to substantial cost savings through targeted interventions.
Area of Science:
- Health economics
- Healthcare market analysis
- Health services research
Background:
- Price variation in healthcare markets affects value-based purchasing strategies.
- Understanding local market price dynamics is crucial for cost containment.
Purpose of the Study:
- To comprehensively examine fee-for-service paid commercial price variation for 291 outpatient medical services in a large Massachusetts market.
- To identify service categories with the widest price variation and assess potential savings from interventions.
Main Methods:
- Utilized a novel dataset covering nearly all insurer-provider-service triads in a major local market.
- Analyzed price variations across hospital service areas and provider types for outpatient medical services.
Main Results:
- Significant price variation was observed across hospital service areas.
- Medical services at acute hospitals were 76% more expensive on average than at other providers.
- Ambulance/transportation, physical/occupational therapy, and laboratory/pathology testing showed the widest price variation.
Conclusions:
- Steering patients to lower-price providers or implementing price ceilings could yield 9.0-12.8% in potential savings.
- Marketwide price transparency at the insurer-provider-service level can inform policy interventions to reduce healthcare spending.
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