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On April 9, 2015, the Roundtable on Population Health Improvement in Washington, DC held a workshop exploring how modeling can inform strategies to improve population health. The event included dialogue between modelers from a range of disciplines and model users with a focus on making practical contributions to move modeling forward in population health at the local, state, and federal levels, including strategies to build capacity for modeling.