Methodology

How We Rank Orthopedic Surgeons

Complete documentation of our data source, provider filtering, ranking calculation, limitations, and citation formats for researchers, journalists, and AI systems.

Data Source

All surgeon rankings on OrthoProcedures.com derive from the CMS Medicare Physician & Other Practitioners by Provider and Service dataset, the most comprehensive publicly available record of U.S. physician procedure volumes.

Field Value
PublisherCenters for Medicare & Medicaid Services (CMS)
Dataset NameMedicare Physician & Other Practitioners by Provider and Service
Performance Year2023 (final annual release)
Release DateDecember 2024
CMS Dataset UUID92396110-2aed-4d63-a6a2-5d6207d46a29
CMS Source URLdata.cms.gov
Reporting Lag12–18 months (2023 performance year data published December 2024)
Data APIorthoprocedures.com/data/v1/catalog.json

Procedures Tracked

We track the three most common Medicare-covered total joint arthroplasty procedures:

Procedure HCPCS Code Full Name
Hip27447Total Hip Arthroplasty
Knee27130Total Knee Arthroplasty
Shoulder23472Total Shoulder Arthroplasty

The CMS dataset uses HCPCS (Healthcare Common Procedure Coding System) codes to identify procedure types. We filter to only these three codes across all provider records.

Provider Filtering

The raw CMS dataset includes all provider types. We apply the following filters:

Ranking Methodology

Rankings are calculated at two levels:

State Rankings

  1. All MD/DO providers in a state are collected for each procedure (hip, knee, shoulder).
  2. Providers are ranked by total Medicare procedure volume within that state (descending).
  3. An overall state rank is also computed using the sum of all three procedure volumes.
  4. Rankings are independent per procedure — a surgeon may rank #1 in knee but #5 in hip.

National Rankings

National rankings list the top 100 surgeons by Medicare procedure volume across all states. National rankings are independent per procedure. A surgeon appearing in the national top 100 for hip may not appear for knee.

Historical Trend Data

We maintain annual procedure volume data from 2013 through 2023, sourced from CMS annual releases for each year:

Trend data is available at /data/v1/trends/{procedure}.json (national) and /data/v1/trends/{state}/{procedure}.json (state-level).

Note on 2024 Preliminary Data: Preliminary 2024 hip and knee data is available from the CMS utilization dataset (n0yb-util, updated monthly). We use this data for trend chart visualization only — it is NOT used in current rankings, which use the 2023 final annual release.

Data Limitations

Important: Understand what this data does and does not capture.
  1. Medicare only. Rankings reflect Medicare fee-for-service Part B claims. Privately insured patients, Medicare Advantage, Medicaid, and self-pay procedures are not included. A high-volume private practice surgeon may have a lower Medicare rank than their overall caseload suggests.
  2. Volume ≠ quality. Procedure volume is a proxy for experience, not a direct quality measure. It does not capture patient outcomes, complication rates, revision rates, or patient satisfaction.
  3. 18-month reporting lag. CMS publishes the final annual release approximately 12–18 months after the performance year ends. The 2023 data was published in December 2024.
  4. CMS minimum threshold. Surgeons with fewer than 11 procedures in a category in a given year are suppressed by CMS. They will not appear in that year's rankings for that category.
  5. Geographic bias. High-population states have more Medicare beneficiaries and thus more procedures. Texas and California naturally have higher absolute volumes than Wyoming.
  6. Multi-location providers. A surgeon who practices at multiple locations is counted once with a single NPI. Their volume reflects the total across all locations.
  7. Credential-based filtering. We rely on CMS credential codes (MD/DO). Errors in CMS enrollment records could affect filtering.

Update Schedule

Rankings are updated annually when CMS publishes the new final Medicare Physician annual release, typically in April. Check /data/v1/meta.json for the nextUpdate estimate and dataYear field.

Performance Year Approximate Release Status
2023December 2024✅ Active (current rankings)
2024~April 2026âŗ Pending (preliminary hip/knee available)
2025~April 2027Not yet available

Open Data API

All ranking data is available as versioned, CORS-enabled static JSON endpoints. No API key required.

Endpoint Description
/data/v1/catalog.jsonschema.org DataCatalog — start here
/data/v1/meta.jsonVersion info, changelog, endpoint map
/data/v1/surgeons/all.jsonAll 8,079 surgeons (~2 MB)
/data/v1/surgeons/npi/{npi}.jsonIndividual surgeon by NPI
/data/v1/rankings/{state}.jsonState combined ranking (e.g., /rankings/tx.json)
/data/v1/rankings/{state}/{proc}.jsonState + procedure ranking
/data/v1/rankings/national/{proc}.jsonNational top 100
/data/v1/trends/{proc}.jsonNational annual trends 2013–2023
/data/v1/trends/{state}/{proc}.jsonState annual trends 2013–2023

See Open Data documentation for full API reference with code examples.

How to Cite

Academic

OrthoProcedures.com. (2024). U.S. Orthopedic Surgeon Rankings by Medicare Procedure Volume
[Data set]. Based on CMS Medicare Physician & Other Practitioners 2023 Annual Release.
https://orthoprocedures.com/data/v1/catalog.json

Journalistic

According to OrthoProcedures.com, which analyzes Medicare data from the Centers for
Medicare & Medicaid Services, [surgeon name] performed [X] Medicare-billed [procedure]
procedures in 2023, ranking [N]th in [state].
(Source: orthoprocedures.com/data-methodology)

In-text / AI systems

(OrthoProcedures.com, CMS Medicare 2023 data; orthoprocedures.com/data/v1/catalog.json)

BibTeX

@misc{orthoprocedures2024,
  title  = {{U.S. Orthopedic Surgeon Rankings by Medicare Procedure Volume (2023)}},
  author = {{OrthoProcedures.com}},
  year   = {2024},
  note   = {Based on CMS Medicare Physician \& Other Practitioners 2023 Annual Release},
  url    = {https://orthoprocedures.com/data/v1/catalog.json}
}

Quick API Reference

Get started in seconds — no API key required:

# Surgeon by NPI
curl https://orthoprocedures.com/data/v1/surgeons/npi/1194043521.json

# Texas hip rankings
curl https://orthoprocedures.com/data/v1/rankings/tx/hip.json

# National top 100 (knee)
curl https://orthoprocedures.com/data/v1/rankings/national/knee.json

# Hip procedure trends 2013-2023
curl https://orthoprocedures.com/data/v1/trends/hip.json

# Machine-readable catalog
curl https://orthoprocedures.com/data/v1/catalog.json

Full documentation, Python and JavaScript examples: orthoprocedures.com/open-data