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Claims versus evidence

What would it take to prove the claim?

Public debate often jumps from a slogan to a conclusion. This ledger does not substitute one slogan for another; it identifies the evidence needed to establish, qualify, or undermine common claims.

IDPublic claimEvidence required
C1“People come here for services.”Prior stable residence, displacement origin, timing of migration, and service-use chronology.
C2“Housing First failed.”Program fidelity, intervention dosage, placement type, comparison group, retention, exits, and returns to homelessness.
C3“Sweeps solve encampments.”Person-level and site-level outcomes at 30, 90, and 180 days, including shelter, housing, relocation, incarceration, and recurrence.
C4“Mental illness causes the crisis.”Longitudinal timing of symptoms relative to housing loss, duration bias, and comparison with similarly vulnerable housed populations.
C5“We spent X billion dollars.”Appropriation, obligation, expenditure, recapture, timing, geography, and eligible-use distinctions.
C6“We housed X people.”Unique persons, placement type, move-in verification, retention interval, exits, and return-to-homelessness rate.
C7“Homelessness fell.”Methodology-consistent PIT trends plus annual service-flow data, inflow, exits, and geographic displacement checks.

A claim may be politically popular, emotionally compelling, or partly true and still require narrower definitions, a valid comparison group, consistent denominators, longitudinal follow-up, and source provenance before it can support a defensible conclusion.