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Activity Number: 200 - Statistical Methods in Policy Evaluation: From COVID-19 to Medical Cannabis–Related Policy
Type: Contributed
Date/Time: Monday, August 8, 2022 : 2:00 PM to 3:50 PM
Sponsor: Health Policy Statistics Section
Abstract #323253
Title: Rolling with the Punches: Evaluating Policy Interventions with Rolling Enrollment
Author(s): Jonathan Gellar* and Lauren Vollmer and Keith Kranker
Companies: Mathematica and Mathematica Policy Research and Mathematica
Keywords: Healthcare policy; Rolling enrollment; Policy evaluation; Matching; Propensity score
Abstract:

Under rolling enrollment, individuals or entities choose when to enroll in an intervention. This staggered enrollment pattern presents challenges for a rigorous impact evaluation and can even introduce bias if the evaluation design does not account for selection pressures that may lead specific entities to enroll at specific times. In this talk, I describe solutions to some of the common challenges, focusing on comparison group selection and the optimal matching tool GroupMatch. As an example, we will look at matching results from the evaluation of the Medicare Care Choices Model, which provides supportive and palliative services to Medicare beneficiaries at the end of life.


Authors who are presenting talks have a * after their name.

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