鼻科学奖学金推荐信中的性别语言差异：使用自然语言处理和深度学习的双机构跟踪研究。

IF 7.2 2区医学 Q1 OTORHINOLARYNGOLOGY International Forum of Allergy & Rhinology Pub Date : 2024-07-16 DOI:10.1002/alr.23411

Vikram Vasan BA, Christopher P. Cheng AB, Shaun Edalati BS, Shreya Mandloi BS, David K. Lerner MD, Anthony Del Signore MD, Madeleine Schaberg MD, Satish Govindaraj MD, Mindy Rabinowitz MD, Gurston Nyquist MD, Alfred Marc Iloreta MD

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引用次数: 0

摘要

要点：这项后续的双机构纵向研究进一步评估了鼻科学研究金申请者的LOR中是否存在潜在的性别偏见。研究发现，显性和隐性语言性别偏见严重偏向男性申请人。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Gender-based linguistic differences in letters of recommendation for rhinology fellowship over time: A dual-institutional follow-up study using natural language processing and deep learning

Key points

This follow-up dual-institutional and longitudinal study further evaluated for underlying gender biases in LORs for rhinology fellowship.
Explicit and implicit linguistic gender bias was found, heavily favoring male applicants

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来源期刊

International Forum of Allergy & Rhinology OTORHINOLARYNGOLOGY-

CiteScore

11.70

自引率

10.90%

发文量

185

审稿时长

6-12 weeks

期刊介绍： International Forum of Allergy & Rhinologyis a peer-reviewed scientific journal, and the Official Journal of the American Rhinologic Society and the American Academy of Otolaryngic Allergy. International Forum of Allergy Rhinology provides a forum for clinical researchers, basic scientists, clinicians, and others to publish original research and explore controversies in the medical and surgical treatment of patients with otolaryngic allergy, rhinologic, and skull base conditions. The application of current research to the management of otolaryngic allergy, rhinologic, and skull base diseases and the need for further investigation will be highlighted.