Evidence map›Paper›PMID 41835747›Full record

ArticleCureus2026

Relative Importance of Race, Sex, and Non-demographic Characteristics in Orthopaedic Surgeon Selection: A Survey of U.S. Adults.

James E Feng, Rasheed Abdullah, Muzamil Ahmad, Betina B Hinckel, Leonardo M Cavinatto

Abstract read
In one paragraph

Article in Cureus, 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

5 authors.

James E FengOrthopaedics, Golden State Orthopaedic Surgery and Spine, Walnut Creek, USA.
Rasheed AbdullahRadiology, Corewell Health William Beaumont University Hospital, Royal Oak, USA.
Muzamil AhmadSurgery, Oakland University William Beaumont School of Medicine, Rochester, USA.
Betina B HinckelOrthopedic Surgery, Corewell Health William Beaumont University Hospital, Royal Oak, USA.
Leonardo M CavinattoOrthopedic Surgery, Corewell Health William Beaumont University Hospital, Royal Oak, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionOrthopaedic surgery remains among the least diverse specialties in the United States (U.S.), and our understanding of how patients weigh surgeon demographics relative to other important selection factors remains unclear. This study sought to characterize public attitudes regarding various demographic and non-demographic attributes of orthopaedic surgeons.

methodsA prospective, cross-sectional survey was administered to U.S. adults recruited via Amazon Mechanical Turk (age ≥18 years; Human Intelligence Task (HIT) rating >95%) and delivered through Qualtrics. Respondents rated surgeon attributes and referral sources using Likert scales. Analyses used t-tests and χ² tests (p < 0.05).

resultsA total of 510 responses were included for analysis. Support for initiatives to increase diversity was 80.8%. Respondents preferred surgeons with at least 11.2 ± 6.1 years of experience, and willingness to travel was 94.2 ± 247.0 minutes. Most respondents reported no preference for the sex (320, 62.7%) or race (352, 69.0%) of their surgeon. Among respondents who preferred a specific sex of their surgeon, men preferred male surgeons (102, 94.4%), whereas women preferred female surgeons (59, 72.0%) (p < 0.001). Regarding importance, technical competencies dominated: surgical skills were rated "most important" by 82.0% (418), and years in practice by 50.4% (257). Surgeon gender and race/ethnicity were reported as "does not matter" by 60.2% (307) and 65.1% (332), respectively. Referral from a doctor or physical therapist was rated "most important" by 72.2% (368) of respondents. Additionally, 74.3% (379) reported using the internet to find surgeons, and 78.6% (401) reported using it to research credentials.

conclusionDemographic concordance mattered only to a minority of respondents. Perceived factors of competence, years of experience, and trusted referral pathways outweighed surgeon sex or race in orthopaedic surgeon selection in this sample of U.S. adults.

Indexed as

decision makingorthopedic surgeonspatient preferencesurveys and questionnairesunited states

Identifiers

PMID41835747
PMCPMC12981320

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.