See how the model performs across different program challenges.
Each project tested a different part of the participation path: finding households missed by the system, making outreach relevant, or measuring the path from first response to assistance.
Different projects. One outcome to improve: household access to services.
Explore the work by challenge, intervention, and evidence.
Household Eligibility Discovery
Who is likely qualified but hasn’t reached assistance before?
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02 / ENGAGEMENTPersonalized Program Invitations
What changes when an invitation reflects household-level fit?
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03 / ENROLLMENTWinter Assistance Pathway Experiment
How do message, timing, and follow-through shape the path?
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Look beyond the message to the service delivered.
The project evidence spans household identification, response, completed intake, application, approval, and program assignment. The right measure depends on the question each pilot set out to answer.
Looking to improve your program’s performance?
Let’s focus on the outcome you want to improve and build a practical plan to measure progress.