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Public sentiment analysis and topic modeling regarding surgical workplace culture on Reddit | Synapse
March 3, 2026
Public sentiment analysis and topic modeling regarding surgical workplace culture on Reddit
AM
Aakrsh Misra
JW
James X. Wu
University of California, Los Angeles
FC
Formosa Chen
University of California, Los Angeles
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Puntos clave
Finding highlights various sentiments expressed regarding surgical culture, particularly with respect to workplace dynamics.
Key evidence shows that discussions reveal both positive and negative aspects, indicating mixed feelings among contributors.
Approach utilizes sentiment analysis and topic modeling techniques on Reddit discussions surrounding surgical environments.
Significance underscores the importance of understanding workplace culture to drive improvements in surgical settings.
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Cite This Study
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Misra et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75e2ec6e9836116a2894a
https://doi.org/https://doi.org/10.1007/s44186-025-00470-7