Evidence map›Paper›PMID 42182085›Full record

ReviewJournal of shoulder and elbow arthroplasty2026

Defining surgeon experience thresholds for the reduction in complications and revisions after shoulder arthroplasty: a meta-analysis of 332,542 patients.

Mohammad Daher, Muhammad Hamza Ilyas, Diego Gonzalez-Morgado, Scott P Steinmann, Joseph A Abboud, Hafiz F Kassam

Abstract readReview
In one paragraph

Review in Journal of shoulder and elbow arthroplasty, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Mohammad DaherDepartment of Shoulder and Elbow Surgery, Rothman Orthopaedics, Philadelphia, PA, USA.
Muhammad Hamza IlyasDepartment of Orthopaedic Surgery, Massachusetts General Hospital, Boston, MA, USA.
Diego Gonzalez-MorgadoThe Hand & Upper Extremity Center of San Antonio, TX, USA.
Scott P SteinmannDepartment of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Joseph A AbboudDepartment of Shoulder and Elbow Surgery, Rothman Orthopaedics, Philadelphia, PA, USA.
Hafiz F KassamDepartment of Orthopedic Surgery, Hoag Orthopedics Institute, Irvine, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Shoulder arthroplasty utilization has increased substantially, with a growing proportion of cases performed by surgeons early in the learning curve. Surgeon-volume definitions vary widely across the literature, and although higher volume is generally associated with better outcomes, there is no consensus on the thresholds that define high volume. This study aimed to determine shoulder arthroplasty cases/yr thresholds at which complication and revision risks diverge between low- and high-volume surgeons. Methods: PubMed, Cochrane, and Google Scholar were queried through December 2025. Inclusion criteria consisted of comparative studies evaluating the number of complications and revisions after shoulder arthroplasty across different categories of surgeon experience. Five different thresholds of cases/yr were established to perform the analysis and define high- and low-volume surgeons: 5 cases/yr, 10 cases/yr, 14 cases/yr, 20 cases/yr, and 25-28 cases/yr. Results: Eight studies with 332,542 patients were included. At the 5 cases/yr threshold, low-volume surgeons had higher odds of complications (odds ratio [OR] = 1.41; 95% confidence interval [CI], 1.28-1.55; Conclusion: This study identified surgeon-volume thresholds for shoulder arthroplasty of 5 cases/yr and 25-28 cases/yr, which may possibly define low-to-medium and medium-to-high-volume thresholds, respectively. Patients treated by surgeons below these thresholds had higher risks of complications and revision compared with those treated by surgeons above the respective thresholds.

Indexed as

ArthroplastyComplicationsExperienceMeta-analysisReoperationShoulderSurgeonsVolume

Identifiers

PMID42182085
PMCPMC13195331

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.