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Policy analysis through microsimulation: the STATS model
B Wixon1, B Bridges, D Pattison
1Division of Economic Research, Social Security Administration.
Social Security Bulletin
|December 1, 1987
Summary
The Social Security Administration
Area of Science:
- Economics
- Social Policy
- Computational Social Science
Background:
- Assessing the economic impact of tax and benefit policies is crucial for effective policymaking.
- Existing models may not adequately capture the heterogeneity of individual economic circumstances.
Purpose of the Study:
- To introduce the Simulated Tax and Transfer System (STATS) model, a microsimulation tool.
- To demonstrate how the STATS model evaluates the economic status of population groups under policy changes.
Main Methods:
- Utilizes a nationally representative household survey.
- Employs a microsimulation approach, calculating taxes and benefits for individual cases.
- Aggregates individual-level data to estimate group-level economic and demographic impacts.
Main Results:
- The STATS model can estimate the effects of tax and benefit proposals on diverse population segments.
- Illustrates policy analysis using a case study on Social Security benefit taxation.
- Highlights the influence of data sources on model limitations.
Conclusions:
- Microsimulation models like STATS provide valuable insights into policy impacts on economic status.
- The STATS model offers a flexible framework for analyzing tax and transfer policies.
- Understanding data limitations is essential for interpreting model outputs accurately.