随着时间的推信中的基于性别的语言差异:使用自然语言处理和深度学习的双机构后续研究
Vikram Vasan1, Christopher P Cheng1, Shaun Edalati1
1Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
International forum of allergy & rhinology
|July 16, 2024
概括
医学领域的性别偏见仍然存在. 这项研究发现,鼻学奖学金推信 (LOR) 中的明确和隐含的语言性别偏见有利于男性申请人.
科学领域:
- 医学教育 医学教育
- 耳鼻喉科 耳鼻喉科 耳鼻喉科
- 性别研究是性别研究.
背景情况:
- 推信 (LOR) 对于奖学金申请至关重要.
- 以前的研究表明,在学术评估中可能存在性别偏见.
- 鼻科奖学金选择领域需要进一步调查潜在的偏见.
研究的目的:
- 为了调查鼻科学术奖学金的LORs中的性别偏见.
- 识别性别偏见的明确和隐含的语言标记.
- 评估偏见对申请人选择的影响.
主要方法:
- 纵向的,双机构的研究设计.
- 使用语言和计算方法对LOR进行分析.
- 在LOR中使用的语言对男性和女性申请人的比较.
主要成果:
- 在LORs中检测到显著的语言性别偏见.
- 偏见在明确和隐含的语言中都很明显.
- 男性申请人收到了推,其中的语言大大有利于他们的候选人.
结论:
- 鼻科学术奖学金的LOR中的性别偏见是一个重大问题.
- 解决语言偏见对于公平的选择过程至关重要.
- 需要进一步的干预,以促进医学专业的性别平等.
关键词:
申请程序 申请程序 申请程序性别差异性差异性性别差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性差异性国际医学研究生国际医学研究生推信是一封推信.个人陈述个人陈述鼻科学术奖学金匹配的比赛更多相关视频
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