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Desk

Care quality

Provider performance, patient outcomes, and accreditation — how care is delivered and where it slips.

8 studies on this desk

  • How serious is the average FDA recall? About one in eleven is the most serious tier

    Of 56,777 FDA drug and device recalls on file, 5,237 — 9.2%, about one in eleven — carry Class I, the agency's most serious tier, signaling a reasonable probability of serious injury or death. Devices drive 68.9% of recalls; 99.4% are voluntary, company-initiated withdrawals, not FDA-ordered.

    2026-06-14 · 11 min
  • GLP-1 drugs now cost Medicare Part D $24.57 billion a year

    GLP-1 drugs cost Medicare Part D $24.57 billion in 2024 — 10.8% of the entire program's drug spending on just 1.3% of its prescriptions. Ozempic alone, at $12.38 billion, is the second-costliest drug in Part D; Mounjaro and Trulicity push the class past $24 billion.

    2026-06-12 · 11 min
  • HAC Reduction Program: 719 Hospitals Penalized in FY2026

    719 hospitals — 23.9% of 3,012 eligible — were penalized under the CMS Hospital-Acquired Condition (HAC) Reduction Program in FY2026, losing 1% of every Medicare payment for a full fiscal year. Every penalized hospital is named from official CMS data with reproducible methodology and a state-by-state breakdown.

    2026-06-06 · 10 min
  • How fast do nursing homes fix what surveyors cite? 28.5 days for the harmful ones

    Across 415,849 corrected CMS nursing home health deficiencies, the mean time from survey to documented correction is 32 days — but the harm-level citations, Severity G and above, close faster, in 28.5 days. The more severe the finding, the quicker the fix. Texas and Illinois correct in about two weeks; Washington, D.C. takes nine.

    2026-06-04 · 14 min
  • DaVita and Fresenius Control 74% of U.S. Dialysis: A Facility-Level Comparison

    DaVita and Fresenius Medical Care together operate 73.7% of the 7,557 Medicare-certified dialysis facilities in the United States. Chain-owned centers average 2.92 CMS stars versus 2.27 for independents — independents are 3.7× more likely to receive a 1-star rating. State-level market concentration, chain rankings, and reproducible SQL from CMS Care Compare.

    2026-06-04 · 12 min
  • 1,753 Four- and Five-Star Nursing Homes Had Severity-G or Worse Deficiencies

    30% of four- and five-star CMS-rated nursing homes had at least one severity-G or worse deficiency in the three-year window: 668 five-star facilities and 1,085 four-star. Severity G means a CMS surveyor documented actual harm to a resident. Every facility named from federal data with reproducible SQL and sub-rating analysis.

    2026-06-04 · 14 min
  • Nursing Home Ownership Networks: Chain Operators, REITs, and the 82% Data Gap

    The 14,699 Medicare-certified nursing homes in the United States are nominally owned by thousands of entities, but effective control is concentrated in fewer than 50 documented chain operators and 4 healthcare REIT landlords. The CMS SNF All Owners dataset reveals the network — and the 82.40% top-10-chain data gap that makes full disclosure structurally impossible.

    2026-06-03 · 14 min
  • Why 14% of skilled nursing facilities had a quality drop in Q1

    Across 5,148 SNFs in Q1 2026, the composite quality score declined by an average of 0.06 points — but the decline was not evenly distributed. Facilities that changed ownership in the prior twelve months accounted for a disproportionate share of the slide.

    2026-05-12 · 8 min

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

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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