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DATA FRESHNESS

Per-source refresh cadence — upstream schedule + Fonteum pull schedule.

Every displayable field on every Fonteum record carries an explicit last_checked timestamp. We never display a record without it. Stale records appear with explicit staleness markers in source-coverage metadata, not silently as fresh.

SOURCE-BY-SOURCE
SourceScopeUpstreamFonteum pullNotes
NPPES (CMS NPI Registry)All Type-1 and Type-2 NPIs nationwideDaily-updated public API; monthly bulk fileQuarterly snapshot today; monthly is the target as we scaleEach specialty supply study is a dated snapshot. Re-pulls are explicit, not silent.
CMS Care CompareHospitals, home health, hospice, nursing homes, dialysisQuarterly federal releaseQuarterly, aligned to upstream releaseMethodology release notes published with each snapshot.
HRSA HPSA (Health Professional Shortage Areas)Federal designation of underserved-area boundariesContinuously updated by HRSA; major revisions ~quarterlyResearch-context only; refreshed alongside relevant studiesUsed for research framing, not per-provider profile fields.
BLS OEWS / QCEW + BEA RegionalFederal labor and regional-economic statisticsAnnual (OEWS), quarterly (QCEW), annual (BEA Regional)Refreshed alongside relevant research releasesResearch-context only. Public-domain federal data.
U.S. Census Bureau (PEP V2025 + ACS)State and county population denominatorsAnnual PEP releases; ACS 5-year releases annuallyRefreshed as new vintages release; documented in source helper filesPer-capita figures across the research series share a consistent denominator family.
THE LAST_CHECKED CONTRACT

Refresh cadence is a function of two things: how often the upstream source publishes, and how often we pull. We commit to honesty on both. We never silently bump a snapshot date forward without re-pulling, and we never display a record that doesn't carry a last_checked timestamp.

A customer integrating Fonteum data can rely on this contract: any record we display either has a recent last_checked, or it's flagged as stale in source-coverage metadata. If a customer's integration needs a stricter freshness contract, that's the conversation that moves a Pilot to Standard tier.

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© 2026 FONTEUM RESEARCH · DATA SNAPSHOT MAY 8, 2026 · BUILT WITH CARE

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