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Invited Session

Meeting the Challenges of Policy Evaluation: Practical Statistical Approaches for Real-World Evidence

Fri, Jan 15, 10:30 AM - 12:15 PM

Beth Ann GriffinOrganizerBeth Ann GriffinChair

3 Abstracts

From Ideal to Feasible: Practical Approaches to Causal Inference in Policy Evaluation

Ellicott Matthay (NYU Grossman School of Medicine)

causal inference time-varying confounding positivity target parameter preemption consistency assumption COVID-19 economic support policy substance use policy overdose gun violence

Bounding State-Specific Effects in Opioid Policy Evaluations: A Framework for More Policy-Relevant Inference

Max Rubinstein (RAND Corporation)

Co-authors: Beth Ann Griffin (RAND), Max Griswold (RAND), Megan Schuler (Northwell), Bradley D. Stein (RAND Corporation), Elizabeth Stone (Rutgers University), Elizabeth Stuart (Johns Hopkins University, Bloomberg School of Public Health)

Partial identification difference-in-differences heterogeneous effects state-level policy evaluations

Synthetic Controls with Non-Standard Outcomes

Elijahu Ben-Michael

Policy Evaluation Panel Data Synthetic Control Method Rare Events

Discussant

Laura Hatfield (NORC at the University of Chicago)

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