Coverage, Traits, and Geographic Distribution of Online Surgeon Reviews: Large-Scale Cross-Sectional Analysis
Michael Geng1, Carlos Riveros2, Yash B Shah3
1Texas A&M Health Science Center, Houston, TX, United States.
JMIR Formative Research
|April 14, 2026
Summary
Online physician rating platforms cover most US surgeons, with plastic, neuro, and orthopedic surgeons receiving the most ratings. Peer recognition correlates with higher patient ratings, influencing surgeon selection.
Area of Science:
- Health Services Research
- Medical Informatics
- Surgical Outcomes
Background:
- Online physician rating platforms are increasingly used and influence patient choice.
- Data on surgeon ratings on these platforms are limited.
- Understanding surgeon rating patterns is crucial for informed patient decision-making.
Purpose of the Study:
- To analyze the geographic distribution and rating score patterns of surgeons in the United States.
- To examine rating volumes across surgical specialties.
- To investigate the association between peer-nominated and patient-initiated online ratings.
Main Methods:
- A cross-sectional study analyzed data from 201,154 US surgeons.
- Surgeon coverage and geographic patterns on 3 online rating platforms were assessed.
- Rating scores, volumes, and the relationship between peer and patient ratings were compared.
Main Results:
- Over 78% of surgeons had patient-initiated ratings across 11 specialties.
- Plastic surgeons, neurosurgeons, and orthopedic surgeons had the highest rating volumes.
- Surgeons recognized as "Top Doctors" by peers received significantly higher patient ratings.
Conclusions:
- Online rating platforms offer comprehensive surgeon coverage in the US, varying by specialty.
- Peer recognition is linked to better patient-reported ratings.
- Further research should explore how online ratings impact surgeon selection and patient outcomes.
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