One of the challenges the Census Bureau faces in transitioning to annual interviews in the SIPP-EHC is the question of how to capture data on individuals who were part of the household at some point in the reference year, but who left the household prior to the interview. The data about these persons are important in order to understand the dynamics of household composition and income changes over the course of a calendar year, which is a central goal of the SIPP.