2024
DOI: 10.1111/papr.13416
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Sentiment analysis of letters of recommendation for a U.S. pain medicine fellowship from 2020 to 2023

Christopher P. Cheng,
Vikram Vasan,
Alopi M. Patel
et al.

Abstract: ObjectivesLetters of recommendation (LORs) are an important part of pain medicine fellowship applications that may be subject to implicit bias by the letter's author. This study evaluated letters of recommendation for applications to pain medicine fellowships in the United States to characterize biases and differences among applicants over four application cycles.MethodsThis was a retrospective single‐site cohort study. De‐identified LORs were collected from 2020 to 2023 from one institution. The Valence Aware… Show more

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