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Introducing CASCADEPOP: an open-source sociodemographic simulation platform for us health policy appraisal
Alan Brennan1, Charlotte Buckley2, Tuong Manh Vu1
1School of Health and Related Research, University of Sheffield (ScHARR), 30 Regent Street, Sheffield, S1 4DA, UK.
CASCADEPOP is a new platform for creating synthetic US populations to model health behaviors and policies. It accurately simulates sociodemographic changes over 35 years for health research.
Area of Science:
- Health policy research
- Computational epidemiology
- Population modeling
Background:
- Agent-based models and individual-level simulations are crucial for health policy appraisal.
- Accurate, long-term population data is needed to model non-communicable disease development.
- Historical sociodemographic trends are essential for realistic health policy modeling.
Purpose of the Study:
- To develop CASCADEPOP, a US population microsimulation and micro-synthesis platform.
- To provide a tool for modeling health behaviors and policies across life courses.
- To enable the creation of agent-based models for health research.
Main Methods:
- Micro-synthesis using iterative proportional fitting integrated diverse US datasets.
- Synthetic population generated for ages 12-80 in 1980 across five states and the US.
- Microsimulation tracked sociodemographic trajectories from 1980 to 2015, including births, deaths, and migration.
Main Results:
- The 1980 micro-synthesis accurately depicted state and US population characteristics and alcohol use patterns.
- The 30-year microsimulation successfully replicated sociodemographic developments compared to Census data.
- CASCADEPOP provides a robust foundation for agent-based modeling and health policy research.
Conclusions:
- CASCADEPOP offers a validated platform for simulating US population dynamics and health behaviors.
- The platform supports detailed examination of health interventions and policies at individual and population levels.
- Researchers can extend CASCADEPOP for advanced agent-based modeling and microsimulation studies.
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