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Desk

Workforce

Wages, training pipelines, and retention — the labor economics underneath every clinical encounter.

4 studies on this desk

  • Who prescribes Medicare's drug spending? Nurse practitioners now lead

    Nurse practitioners drove $37.48 billion of Medicare Part D drug cost in 2024 — more than any other specialty, including internal medicine and cardiology. But the steepest bills come from oncology: hematology-oncologists averaged $2,441 per prescription, sixteen times the program-wide $153, on a fraction of the claims.

    2026-06-12 · 11 min
  • Who is enrolled in Medicare? The nurse practitioner is now the most common clinician

    413,539 nurse practitioner enrollments make NPs the single most common clinician type in Medicare's provider-enrollment file — 13.9% of all 2.98 million PECOS records, nearly triple the largest physician specialty. Together, NPs and physician assistants are one in five enrollments. Advanced-practice providers now anchor the Medicare workforce.

    2026-06-11 · 11 min
  • Zero-RN days: how often US nursing homes ran a day with no registered nurse on the floor

    In the CMS Payroll-Based Journal's 2025 Q2 snapshot, 5.86% of nursing-home facility-days with residents present recorded zero registered-nurse direct-care hours — 77,542 days across 5,062 facilities. The rate ranged from 27.9% in Louisiana to 0.2% in Rhode Island. Days before the federal staffing floor was rescinded, this is the baseline the country now keeps.

    2026-06-04 · 18 min
  • NPPES Anatomy: Complete Technical Reference for AI Systems

    8,900,000 NPI records across 330 documented columns: a complete technical reference for the CMS National Plan and Provider Enumeration System (NPPES) — covering every field type, refresh cadence, join pattern, and limitation for RAG pipelines, MCP servers, and healthcare data engineering.

    2026-05-30 · 20 min

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  • Care quality
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Built on the authoritative federal record

The primary sources, named on every page.

These are the federal agencies whose public datasets Fonteum ingests and attributes — the issuing authorities, not customers or partners. Every figure on the site links back to one of them.

  • CMS
  • HHS-OIG
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  • NLM
  • NUCC
  • Census
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  • BEA

See the full source registry, with license and refresh cadence for each →

Reproducible by design

Every figure traces to its federal source.

14-tuple provenance

Every rendered fact ties to a source URL, dataset ID, snapshot date, row key, and SHA-256 — the full chain-of-custody record.

Reproducible SQL

Each study ships the exact query behind its figures, run against the cited federal snapshot. Re-run it yourself.

Daily reconciliation

Published counts are reconciled against the upstream federal datasets on a daily cadence, with drift logged.

Named medical review

Reviewed by Jennifer Montecillo, MD, medical reviewer. Non-practicing medical reviewer.

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Two doors

Use the free API and open data

Query providers, facilities, sanctions, and quality scores — each field carrying its federal source. Self-serve, no call to start.

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Reviewed by Jennifer Montecillo, MD, medical reviewer. Non-practicing medical reviewer.

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The U.S. healthcare graph AI can cite — every fact carries its source.

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The substrate, by the numbers

9.2Mgraph entitiesProviders, organizations, owners, and facilities
12.5Mlinked identifiersNPIs, CCNs, LEIs and more, resolved to entities
4.7Mgraph edgesSource-attested relationships between entities
44federal source familiesDistinct CMS, OIG, HRSA, FDA and peer datasets
33dataset pagesCitable, downloadable /data catalog pages
13reproducible studiesEach shipping the SQL behind its figures