Health Contact Continuity in the First Thousand Days: Constructing a Visibility Panel

The first thousand days concentrate high-frequency health contacts. Gaps in that sequence are early warnings that a child may leave the administrative safety net before school systems can see them.

Panel design

We show how to build a child-level panel from facility and community health worker records, handling facility switches and delayed reporting common in decentralised HIS architectures.