Non-traditional Variables in Risk Adjustment
Author: Syed Muzayan Mehmud
Published: July 2013
This research explores the incorporation of non-traditional variables into risk adjustment models, examining innovative approaches beyond conventional demographic and diagnostic factors to improve risk prediction accuracy and fairness.
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About This Report
Originally published by: Society of Actuaries (Go to article) (July 2013)
To submit any recommendations, comments or corrections, please contact the author at syed@muzayan.com.
Syed Muzayan Mehmud is a Consulting Actuary. All opinions expressed in this document are solely those of the author, unless stated otherwise.
Key Topics Covered
- Non-traditional risk factors in healthcare modeling
- Social determinants of health in risk adjustment
- Behavioral and lifestyle variables
- Geographic and environmental factors
- Data sources for non-traditional variables
- Implementation challenges and opportunities
- Validation and performance metrics
- Regulatory and ethical considerations
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Tags: risk-adjustment, non-traditional-variables, social-determinants, behavioral-factors, healthcare-modeling, soa-research