Monitoring can continue even when meaningful participation starts to fade.
Behavior signals can indicate several different problems, and early interventions can create their own noise.
Who you’d be doing this for
“The data says they’re still there, but it doesn’t tell me why they’ve gone quiet.”
Larissa Costa · Population Health Manager
Owns quarterly participation and health-program outcomes for a large employer population.
What is at stake
Device syncs continue while weekly activity completion drops 38% after day 30 for one member cohort. You must choose what disengagement means before testing an intervention that could improve participation without adding unnecessary escalation.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- fast learning vs. premature segmentation
- response rate vs. sustained participation
- broad outreach vs. message fatigue
Why Sword Health
Pulse combines continuous cardiometabolic monitoring with behavior support, making sustained participation central to member outcomes.
Written with these in mind
Not your kind of problem? 46 more at Sword Health, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.