Designing Risk-Adjustment Models for Healthcare Payments
Author Information
Author(s): Andreea Panturu, Richard van Kleef, Frank Eijkenaar, Daniëlle Cattel
Primary Institution: Erasmus University Rotterdam, The Netherlands
Hypothesis
A comprehensive framework for designing risk-adjustment models in healthcare provider payment systems is needed to address trade-offs between incentives for risk selection and cost control.
Conclusion
The study develops a framework that categorizes key design choices for risk adjustment in provider payment systems, facilitating customization based on specific objectives.
Supporting Evidence
- The framework categorizes design choices along two dimensions: risk adjusters and payment weights.
- Customizing risk adjustment models is essential to prevent undesired provider behavior.
- Existing literature lacks a comprehensive framework for tailoring risk adjustment to provider payment.
Takeaway
This study helps healthcare providers understand how to adjust payments based on patient needs, making sure they get paid fairly for the care they provide.
Methodology
The authors conducted a literature review and expert consultations to identify key design choices for risk adjustment in provider payment.
Potential Biases
Potential biases may arise from the selection of risk adjusters and the interpretation of C and R variables.
Limitations
The framework may not apply universally across all healthcare settings due to varying contexts and complexities.
Digital Object Identifier (DOI)
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