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. 2021 Aug 18;191(1):188–197. doi: 10.1093/aje/kwab219

Table 1.

Sources of Data Leveraged to Model Impacts of Population Interventions

Modeling Strategy
Data Sources for Models Conventional Regression G-Computation Agent-Based Modeling
Individual and group-level observations from primary data set X X X
Potentially counterfactual time-varying variables simulated from models fit to primary data set X X
Potentially counterfactual group-level variables aggregated from individual-level simulated variables X X
Potentially counterfactual time-varying variables simulated from models fit to other data sets X
Potentially counterfactual time-varying variables simulated from hypothesized mechanisms for interactions between units X