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Predicting quantity and quality of life with the Future Elderly Model
Duncan Ermini Leaf1, Bryan Tysinger1, Dana P Goldman1
1University of Southern California, Leonard D. Schaeffer Center for Health Policy and Economics, Los Angeles, California, USA.
The Future Elderly Model (FEM) accurately forecasts health, longevity, and economic outcomes. This microsimulation model offers enhanced policy analysis capabilities compared to traditional actuarial methods.
Area of Science:
- Gerontology
- Health Economics
- Biostatistics
Background:
- Microsimulation models offer advanced policy forecasting and detailed insights.
- Traditional actuarial models have limitations in scope and detail.
- The Future Elderly Model (FEM) aims to improve forecasting of elderly outcomes.
Purpose of the Study:
- To validate the mortality and quality of life forecasts of the FEM.
- To compare FEM projections against actual observed data and actuarial models.
- To assess the FEM's utility for policy simulation in aging populations.
Main Methods:
- Utilized a version of the FEM estimated on early waves of the Health and Retirement Study data.
- Compared FEM mortality and longevity projections with observed outcomes.
- Benchmarked FEM forecasts against traditional actuarial mortality and longevity forecasts.
Main Results:
- FEM mortality and longevity projections closely align with observed data.
- FEM performance in mortality forecasting is comparable to actuarial models.
- FEM successfully predicts quality of life and longitudinal outcomes, a key advantage.
Conclusions:
- The FEM provides a robust tool for forecasting elderly health and economic trajectories.
- FEM offers superior policy simulation capabilities over traditional actuarial models.
- The model's accuracy in predicting mortality and quality of life supports its use in policy research.
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