骨科住院医师推荐信中的语言是否存在性别差异?

Audrey N Kobayashi, R. Sterling, S. Tackett, Brant Chee, D. Laporte, C. Humbyrd
{"title":"骨科住院医师推荐信中的语言是否存在性别差异?","authors":"Audrey N Kobayashi, R. Sterling, S. Tackett, Brant Chee, D. Laporte, C. Humbyrd","doi":"10.1097/CORR.0000000000001053","DOIUrl":null,"url":null,"abstract":"BACKGROUND\nLetters of recommendation are considered one of the most important factors for whether an applicant is selected for an interview for orthopaedic surgery residency programs. Language differences in letters describing men versus women candidates may create differential perceptions by gender. Given the gender imbalance in orthopaedic surgery, we sought to determine whether there are differences in the language of letters of recommendation by applicant gender.\n\n\nQUESTIONS/PURPOSES\n(1) Are there differences in word count and word categories in letters of recommendation describing women and men applicants, regardless of author gender? (2) Is author gender associated with word category differences in letters of recommendation? (3) Do authors of different academic rank use different words to describe women versus men applicants?\n\n\nMETHODS\nUsing a linguistic analysis in a retrospective study, we analyzed all letters of recommendation (2834 letters) written for all 738 applicants with completed Electronic Residency Application Service applications submitted to the Johns Hopkins Orthopaedic Surgery Residency program during the 2018 to 2019 cycle to determine differences in word category use among applicants by gender, authors by gender, and authors by academic rank. Thirty nine validated word categories from the Linguistic Inquiry and Word Count dictionary along with seven additional word categories from previous publications were used in this analysis. The occurrence of words in each word category was divided by the number of words in the letter to obtain a word frequency for each letter. We calculated the mean word category frequency across all letters and analyzed means using non-parametric tests. For comparison of two groups, a p value threshold of 0.05 was used. For comparison of multiple groups, the Bonferroni correction was used to calculate an adjusted p value (p = 0.00058).\n\n\nRESULTS\nLetters of recommendation for women applicants were slightly longer compared with those for men applicants (366 ± 188 versus 339 ± 199 words; p = 0.003). When comparing word category differences by applicant gender, letters for women applicants had slightly more \"achieve\" words (0.036 ± 0.015 versus 0.035 ± 0.018; p < 0.0001). Letters for men had more use of their first name (0.016 ± 0.013 versus 0.014 ± 0.009; p < 0.0001), and more \"young\" words (0.001 ± 0.003 versus 0.000 ± 0.001; p < 0.0001) than letters for women applicants. These differences were very small as each 0.001 difference in mean word frequency was equivalent to one more additional word from the word category appearing when comparing three letters for women to three letters for men. For differences in letters by author gender, there were no word category differences between men and women authors. Finally, when looking at author academic rank, letters for men applicants written by professors had slightly more \"research\" terms (0.011 ± 0.010) than letters written by associate professors (0.010 ± 0.010) or faculty of other rank (0.009 ± 0.011; p < 0.0001), a finding not observed in letters written for women.\n\n\nCONCLUSIONS\nAlthough there were some minor differences favoring women, language in letters of recommendation to an academic orthopaedic surgery residency program were overall similar between men and women applicants.\n\n\nCLINICAL RELEVANCE\nGiven the similarity in language between men and women applicants, increasing women applicants may be a more important factor in addressing the gender gap in orthopaedics.","PeriodicalId":10465,"journal":{"name":"Clinical Orthopaedics & Related Research","volume":"3 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"32","resultStr":"{\"title\":\"Are There Gender-based Differences in Language in Letters of Recommendation to an Orthopaedic Surgery Residency Program?\",\"authors\":\"Audrey N Kobayashi, R. Sterling, S. Tackett, Brant Chee, D. Laporte, C. Humbyrd\",\"doi\":\"10.1097/CORR.0000000000001053\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"BACKGROUND\\nLetters of recommendation are considered one of the most important factors for whether an applicant is selected for an interview for orthopaedic surgery residency programs. Language differences in letters describing men versus women candidates may create differential perceptions by gender. Given the gender imbalance in orthopaedic surgery, we sought to determine whether there are differences in the language of letters of recommendation by applicant gender.\\n\\n\\nQUESTIONS/PURPOSES\\n(1) Are there differences in word count and word categories in letters of recommendation describing women and men applicants, regardless of author gender? (2) Is author gender associated with word category differences in letters of recommendation? (3) Do authors of different academic rank use different words to describe women versus men applicants?\\n\\n\\nMETHODS\\nUsing a linguistic analysis in a retrospective study, we analyzed all letters of recommendation (2834 letters) written for all 738 applicants with completed Electronic Residency Application Service applications submitted to the Johns Hopkins Orthopaedic Surgery Residency program during the 2018 to 2019 cycle to determine differences in word category use among applicants by gender, authors by gender, and authors by academic rank. Thirty nine validated word categories from the Linguistic Inquiry and Word Count dictionary along with seven additional word categories from previous publications were used in this analysis. The occurrence of words in each word category was divided by the number of words in the letter to obtain a word frequency for each letter. We calculated the mean word category frequency across all letters and analyzed means using non-parametric tests. For comparison of two groups, a p value threshold of 0.05 was used. For comparison of multiple groups, the Bonferroni correction was used to calculate an adjusted p value (p = 0.00058).\\n\\n\\nRESULTS\\nLetters of recommendation for women applicants were slightly longer compared with those for men applicants (366 ± 188 versus 339 ± 199 words; p = 0.003). When comparing word category differences by applicant gender, letters for women applicants had slightly more \\\"achieve\\\" words (0.036 ± 0.015 versus 0.035 ± 0.018; p < 0.0001). Letters for men had more use of their first name (0.016 ± 0.013 versus 0.014 ± 0.009; p < 0.0001), and more \\\"young\\\" words (0.001 ± 0.003 versus 0.000 ± 0.001; p < 0.0001) than letters for women applicants. These differences were very small as each 0.001 difference in mean word frequency was equivalent to one more additional word from the word category appearing when comparing three letters for women to three letters for men. For differences in letters by author gender, there were no word category differences between men and women authors. Finally, when looking at author academic rank, letters for men applicants written by professors had slightly more \\\"research\\\" terms (0.011 ± 0.010) than letters written by associate professors (0.010 ± 0.010) or faculty of other rank (0.009 ± 0.011; p < 0.0001), a finding not observed in letters written for women.\\n\\n\\nCONCLUSIONS\\nAlthough there were some minor differences favoring women, language in letters of recommendation to an academic orthopaedic surgery residency program were overall similar between men and women applicants.\\n\\n\\nCLINICAL RELEVANCE\\nGiven the similarity in language between men and women applicants, increasing women applicants may be a more important factor in addressing the gender gap in orthopaedics.\",\"PeriodicalId\":10465,\"journal\":{\"name\":\"Clinical Orthopaedics & Related Research\",\"volume\":\"3 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"32\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical Orthopaedics & Related Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1097/CORR.0000000000001053\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Orthopaedics & Related Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/CORR.0000000000001053","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 32

摘要

推荐信被认为是申请人是否被选择参加骨科住院医师项目面试的最重要因素之一。在描述男性和女性候选人的信件中,语言的差异可能会造成性别差异。考虑到骨科的性别不平衡,我们试图确定申请人性别在推荐信的语言上是否存在差异。问题/目的(1)在描述女性和男性申请人的推荐信中,字数和词类是否存在差异,而不考虑作者性别?(2)作者性别是否与推荐信的词类差异有关?(3)不同学术等级的作者是否使用不同的词汇来描述女性和男性申请人?方法采用回顾性研究中的语言学分析,分析了2018 - 2019年期间提交给约翰霍普金斯大学骨科外科住院医师项目的738名申请人完成的电子住院医师申请服务申请的所有推荐信(2834封),以确定申请人、作者和学术等级之间的词类使用差异。本分析使用了来自《语言调查与字数统计》词典的39个经过验证的词类,以及来自以前出版物的7个额外的词类。每个单词类别中单词的出现次数除以字母中的单词数量,从而获得每个字母的单词频率。我们计算了所有字母的平均词类频率,并使用非参数检验分析了平均值。两组比较,p值阈值为0.05。对于多组比较,采用Bonferroni校正计算调整后的p值(p = 0.00058)。结果女性申请者的推荐信略长于男性申请者(366±188字对339±199字);P = 0.003)。当比较不同求职者性别的词类差异时,女性求职者的信中“成就”类词汇略多(0.036±0.015比0.035±0.018);P < 0.0001)。男性在信件中更多地使用自己的名字(0.016±0.013比0.014±0.009);P < 0.0001),以及更多的“年轻”词汇(0.001±0.003 vs . 0.000±0.001;P < 0.0001)。这些差异非常小,因为平均词频每0.001的差异就相当于在比较女性的三个字母和男性的三个字母时,从词类中多出现一个单词。对于作者性别字母的差异,男性和女性作者之间没有词类差异。最后,从作者学术等级来看,教授写给男性申请者的信中“研究”术语(0.011±0.010)略多于副教授(0.010±0.010)或其他级别教员(0.009±0.011;P < 0.0001),这一发现在写给女性的信件中没有观察到。结论:尽管有一些微小的差异有利于女性,但在学术骨科住院医师项目的推荐信中,男性和女性申请人的语言总体上相似。临床相关性考虑到男性和女性申请者在语言上的相似性,增加女性申请者可能是解决骨科性别差距的一个更重要的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Are There Gender-based Differences in Language in Letters of Recommendation to an Orthopaedic Surgery Residency Program?
BACKGROUND Letters of recommendation are considered one of the most important factors for whether an applicant is selected for an interview for orthopaedic surgery residency programs. Language differences in letters describing men versus women candidates may create differential perceptions by gender. Given the gender imbalance in orthopaedic surgery, we sought to determine whether there are differences in the language of letters of recommendation by applicant gender. QUESTIONS/PURPOSES (1) Are there differences in word count and word categories in letters of recommendation describing women and men applicants, regardless of author gender? (2) Is author gender associated with word category differences in letters of recommendation? (3) Do authors of different academic rank use different words to describe women versus men applicants? METHODS Using a linguistic analysis in a retrospective study, we analyzed all letters of recommendation (2834 letters) written for all 738 applicants with completed Electronic Residency Application Service applications submitted to the Johns Hopkins Orthopaedic Surgery Residency program during the 2018 to 2019 cycle to determine differences in word category use among applicants by gender, authors by gender, and authors by academic rank. Thirty nine validated word categories from the Linguistic Inquiry and Word Count dictionary along with seven additional word categories from previous publications were used in this analysis. The occurrence of words in each word category was divided by the number of words in the letter to obtain a word frequency for each letter. We calculated the mean word category frequency across all letters and analyzed means using non-parametric tests. For comparison of two groups, a p value threshold of 0.05 was used. For comparison of multiple groups, the Bonferroni correction was used to calculate an adjusted p value (p = 0.00058). RESULTS Letters of recommendation for women applicants were slightly longer compared with those for men applicants (366 ± 188 versus 339 ± 199 words; p = 0.003). When comparing word category differences by applicant gender, letters for women applicants had slightly more "achieve" words (0.036 ± 0.015 versus 0.035 ± 0.018; p < 0.0001). Letters for men had more use of their first name (0.016 ± 0.013 versus 0.014 ± 0.009; p < 0.0001), and more "young" words (0.001 ± 0.003 versus 0.000 ± 0.001; p < 0.0001) than letters for women applicants. These differences were very small as each 0.001 difference in mean word frequency was equivalent to one more additional word from the word category appearing when comparing three letters for women to three letters for men. For differences in letters by author gender, there were no word category differences between men and women authors. Finally, when looking at author academic rank, letters for men applicants written by professors had slightly more "research" terms (0.011 ± 0.010) than letters written by associate professors (0.010 ± 0.010) or faculty of other rank (0.009 ± 0.011; p < 0.0001), a finding not observed in letters written for women. CONCLUSIONS Although there were some minor differences favoring women, language in letters of recommendation to an academic orthopaedic surgery residency program were overall similar between men and women applicants. CLINICAL RELEVANCE Given the similarity in language between men and women applicants, increasing women applicants may be a more important factor in addressing the gender gap in orthopaedics.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
CORR Insights®: What is the Geographic Distribution of Women Orthopaedic Surgeons Throughout the United States? What Are the Rates and Trends of Women Authors in Three High-Impact Orthopaedic Journals from 2006-2017? CORR Insights®: Chair Versus Chairman: Does Orthopaedics Use the Gendered Term More Than Other Specialties? CORR Insights®: Does the Proportion of Women in Orthopaedic Leadership Roles Reflect the Gender Composition of Specialty Societies? Women Are at Higher Risk for Concussions Due to Ball or Equipment Contact in Soccer and Lacrosse.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1