Evidence map›Paper›PMID 40989858›Full record

ArticleAnnals of surgery open : perspectives of surgical history, education, and clinical approaches2025

The Association Between Online Surgeon Ratings and Patients' Postoperative Outcomes in the United States.

Raj Satkunasivam, Carlos Riveros, Michael Geng, Refik Saskin, Ruixin Li, Renil S Titus, Natalie Coburn, Avery Nathens, Benjamin N Breyer, Dharam Kaushik and 4 more

Abstract read
In one paragraph

Article in Annals of surgery open : perspectives of surgical history, education, and clinical approaches, 2025. 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

14 authors.

Raj SatkunasivamFrom the Department of Urology, Houston Methodist Hospital, Houston, TX.
Carlos RiverosFrom the Department of Urology, Houston Methodist Hospital, Houston, TX.
Michael GengFrom the Department of Urology, Houston Methodist Hospital, Houston, TX.
Refik SaskinInstitute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
Ruixin LiDivision of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA.
Renil S TitusFrom the Department of Urology, Houston Methodist Hospital, Houston, TX.
Natalie CoburnInstitute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
Avery NathensDepartment of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada.
Benjamin N BreyerDepartment of Urology and Epidemiology and Biostatistics, University of California, San Francisco, CA.
Dharam KaushikFrom the Department of Urology, Houston Methodist Hospital, Houston, TX.
Angela JerathInstitute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
Allan S DetskyInstitute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
Yusuke TsugawaDivision of General Internal Medicine and Health Services Research, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA.
Christopher J D WallisDivision of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To determine whether ratings are associated with postoperative outcomes. Background: Online ratings by patients or inclusion on lists of exceptional physicians are publicly available. Methods: In this retrospective study, Medicare fee-for-service beneficiaries 65 to 99 years old undergoing one of 14 major (elective/emergent) surgeries in the United States between 2016 and 2019 were analyzed. Data were analyzed from September 2023 to March 2024. Using computational methods to extract surgeon ratings from the three highest-volume publicly available patient-initiated and peer-nominated rating platforms. The exposure of interest was ratings (0-4, 4-4.49, ≥ 4.5) on patient-initiated platforms and "Top Doctor" status on the peer-nominated platform. The primary outcome was 30-day mortality. Secondary outcomes included 30-day complications, readmission, failure to rescue, and hospital length of stay. Using linear probability models, we controlled for patient, surgeon, and hospital factors to examine associations between ratings and outcomes. Results: We identified 2,690,315 patients operated on by 57,008 surgeons. Patient-initiated ratings were not consistently associated with 30-day mortality but were significantly associated with lower mortality among those treated by surgeons rated 4 to 4.49 on Platform B [adjusted risk difference (ARD), -0.06 % (95% confidence interval (CI) = -0.11 to -0.01)]. Patients treated by "Top Doctor" surgeons through peer-nomination had lower 30-day mortality ARD, -0.14 % (95% CI = -0.19 to -0.09). Surgeons with higher patient-initiated ratings had lower rates of 30-day complications and readmissions, while "Top Doctors" experienced lower rates of failure to rescue. Conclusions: Patient-initiated and peer-nominated ratings were associated with complications and readmission; mortality and failure to rescue, respectively, suggesting they capture different aspects of surgical care.

Indexed as

online ratingspostoperative outcomessurgery

Identifiers

PMID40989858
PMCPMC12453347

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.