Medical Sources & Research

Evidence-based research supporting the volume-outcomes relationship in orthopedic surgery

Research Overview

Across four decades of peer-reviewed research, patients of higher volume surgeons and hospitals have recorded fewer complications, fewer early revisions and shorter hospital stays after joint replacement. The association has been reproduced across large claims analyses, a national registry and a systematic review. All of it is observational evidence, so it establishes correlation rather than cause, and the figures below are quoted in the direction each study reported them.

Key Findings Summary

Odds ratios above 1.00 belong to the lower volume group, which is how the registry study framed its comparison. Each figure names the study it comes from and is expanded in the source cards below.

1.63x the odds of all-cause hip revision for the lowest volume surgeon and hospital pairing, 1.72x for knee (Siddiqi, 2022)
2.50x the odds of early hip revision for periprosthetic joint infection, 2.18x for knee (Siddiqi, 2022)
1.72x the odds of 90-day mortality after hip replacement, 1.47x after knee (Siddiqi, 2022)
28% lower odds of pneumonia for surgeons above 50 knee replacements a year in Medicare patients (Katz, 2004)
Operating time of 165 minutes for lower volume surgeons against 135 minutes (Lau, 2012)
Hospital stays 0.4 to 2.13 days longer for lower volume surgeons (Lau, 2012)

Primary Research Sources

American Joint Replacement Registry (AJRR)

Primary Source

Study: "Effects of Hospital and Surgeon Volume on Patient Outcomes After Total Joint Arthroplasty: Reported From the American Joint Replacement Registry"

Database: Primary elective hip and knee replacements reported to the American Joint Replacement Registry from 2012 to 2017, linked with Centers for Medicare & Medicaid Services claims and the National Death Index. Surgeon and hospital annual volumes were split into tertiles and paired, so every figure below compares the lowest volume surgeon and hospital pairing against the highest. The published abstract does not state how many procedures were analysed, and we do not repeat a figure we cannot verify against the paper.

Key Findings (adjusted odds for the lowest volume pairing):

  • All-cause revision: OR 1.63 after hip replacement (95% CI 1.41 to 1.89), OR 1.72 after knee replacement (95% CI 1.44 to 2.06)
  • Early revision because of periprosthetic joint infection: OR 2.50 after hip replacement (95% CI 1.53 to 3.15), OR 2.18 after knee replacement (95% CI 1.64 to 2.89)
  • Early hip instability and dislocation: OR 2.47 (95% CI 1.77 to 3.46)
  • 90-day mortality: OR 1.72 after hip replacement (95% CI 1.27 to 2.35), OR 1.47 after knee replacement (95% CI 1.15 to 1.86)
  • Read in the other direction, OR 1.63 for the lowest volume pairing is roughly 39% lower odds of revision for the highest volume pairing. It is not a 63% reduction.
View on PubMed PubMed ID: 35191864

Leapfrog Group Evidence-Based Standards

Quality Standards

Organization: Coalition of major employers and health purchasers representing millions of Americans

Volume Standards: Minimum 50 procedures annually for hospital joint replacement programs, 25 procedures for individual surgeons

Evidence Base:

  • "Three decades of research" demonstrating volume-outcomes correlation
  • Consistently lower mortality rates for high-volume centers
  • Reduced complication rates and shorter length of stay
  • Employer mandate for volume standards to prevent surgical deaths

Journal of Bone and Joint Surgery, 2001 (hip replacement)

Peer-Reviewed Study

Study: "Association between hospital and surgeon procedure volume and outcomes of total hip replacement in the United States Medicare population"

Database: Medicare claims covering 58,521 elective primary total hip replacements and 12,956 revisions. Volume was counted as hip replacements performed in Medicare beneficiaries per year.

Key Findings:

  • Surgeons above 50 primary hip replacements a year against surgeons at five or fewer: 90-day dislocation rate 1.5% against 4.2% (adjusted OR 0.49, 95% CI 0.34 to 0.69)
  • Hospitals above 100 a year against hospitals at ten or fewer: mortality 0.7% against 1.3% (adjusted OR 0.58, 95% CI 0.38 to 0.89)
  • Revision hip replacement by surgeons above ten a year against three or fewer: mortality 1.5% against 3.1% (adjusted OR 0.65, 95% CI 0.44 to 0.96)
  • The authors state their analysis is limited by the absence of operative detail and preoperative functional status
View on PubMed PubMed ID: 11701783

Journal of Bone and Joint Surgery, 2004 (shoulder replacement)

Peer-Reviewed Study

Study: "The relationship between surgeon and hospital volume and outcomes for shoulder arthroplasty"

Database: Nationwide Inpatient Sample, 1988 to 2000. This is the study that sets the shoulder thresholds on this page, and they are an order of magnitude smaller than the hip and knee thresholds.

Key Findings:

  • Mortality after total shoulder arthroplasty: 0.20% for surgeons at four or more a year, against 0.36% for surgeons at fewer than two
  • Risk-adjusted complications after hemiarthroplasty: 0.97% for surgeons at five or more a year, against 1.68% for surgeons at fewer than two
  • Complications after total shoulder arthroplasty: 0.64% at hospitals doing ten or more a year, against 1.44% at hospitals doing fewer than five
  • Length of stay was significantly longer for the lowest volume surgeons and hospitals
View on PubMed PubMed ID: 14996874

Journal of Bone and Joint Surgery, 2004 (knee replacement)

Peer-Reviewed Study

Study: "Association between hospital and surgeon procedure volume and the outcomes of total knee replacement"

Database: Medicare claims for elective primary total knee replacements performed between 1 January and 31 August 2000. Surgeon volume was defined as knee replacements performed in Medicare recipients that year, which is close to how this site counts volume today.

Key Findings (surgeons above 50 a year against surgeons at twelve or fewer):

  • 28% lower odds of pneumonia in the first 90 days (OR 0.72, 99% CI 0.54 to 0.95)
  • 19% lower odds of any adverse outcome studied, being death, pneumonia, pulmonary embolus, acute myocardial infarction or deep infection (OR 0.81, 99% CI 0.68 to 0.98)
  • Hospitals above 200 a year against hospitals at 25 or fewer: 35% lower odds of pneumonia (OR 0.65, 99% CI 0.47 to 0.90) and 26% lower odds of any adverse outcome (OR 0.74, 99% CI 0.60 to 0.90)
  • This paper reports no infection-rate reduction of its own. A claim of "60% lower infection rates" was previously credited to it on this site and has been withdrawn.
View on PubMed PubMed ID: 15342752

BMC Musculoskeletal Disorders - Systematic Review

Systematic Review

Study: "The role of surgeon volume on patient outcome in total knee arthroplasty: a systematic review of the literature"

Methodology: Comprehensive review of multiple studies examining volume-outcomes relationship

Key Findings:

  • Higher infection rates for low-volume surgeons: 0.26% - 2.8% increase
  • Longer procedure times: 165 minutes vs 135 minutes average
  • Extended hospital stays: 0.4 - 2.13 days longer
  • Higher transfusion rates: 13% vs 4% for high-volume surgeons
  • Worse patient-reported outcomes for lower volume surgeons
  • No association found between surgeon volume and mortality, implant survivorship or thromboembolic events
  • The reviewers conclude that the findings "suggest a trend towards better outcomes for higher volume surgeons, but results must be interpreted with caution." The reviewed studies defined low volume anywhere from fewer than 3 to fewer than 52 knee replacements a year.
View on PubMed PubMed ID: 23241362

Volume Thresholds in Research

There is no single number that separates a high volume surgeon from a low volume one. Each study set its own threshold, and the thresholds differ sharply by joint, because far fewer shoulder replacements are performed than hips and knees. These are the cut points the cited research actually used.

More than 50
Hip or knee, per surgeon, per year
The high volume surgeon group in both Katz Medicare analyses, counted in Medicare patients only
25
Leapfrog surgeon minimum
Half the Medicare-study threshold. Serious bodies read the same evidence and land on different numbers
4 or more
Shoulder, per surgeon, per year
The shoulder threshold in Jain 2004. Applying a knee threshold to shoulder surgeons would be a mistake

Hospital thresholds are separate and higher than surgeon thresholds. Katz 2004 compared hospitals above 200 knee replacements a year against hospitals at 25 or fewer, and Katz 2001 compared hospitals above 100 hip replacements a year against hospitals at ten or fewer. A hospital cut point is not a target for an individual surgeon.

Methodology & Limitations

Every study cited on this page is observational. Higher volume surgeons may record better results because repetition builds skill, or because surgeons with good results attract more referrals, or because busy centres differ in staffing, anaesthesia, protocols and which patients they accept. Nothing here demonstrates that moving an individual patient to a busier surgeon causes a better outcome for that patient.

The ratios also look larger than the absolute differences behind them. Shoulder replacement mortality was 0.20% against 0.36%. Hip replacement mortality was 0.7% against 1.3%. The widest absolute gap on this page is hip dislocation, 1.5% against 4.2%. Joint replacement is a safe operation at almost any volume, and volume shifts the odds at the margin rather than deciding the result. Volume should be weighed alongside:

Corrections

This page was re-sourced against the primary literature on 1 August 2026 and four previously published summary figures were withdrawn. Each had inverted or misattributed a published statistic.

Citations last checked against the primary literature: 1 August 2026

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