2021
DOI: 10.1016/j.urology.2020.08.066
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Gender-Based Differences in Urology Residency Applicant Personal Statements

Abstract: Objectives To gain insight into the perceptions of urology held by medical students as they enter the field, we analyzed the linguistic characteristics and gender differences in personal statements written by urology residency program applicants. Methods Personal statements were abstracted from residency applications to a urology residency program. Linguistic Inquiry and Word Count, a validated text analysis software, characterized the linguistic content of the statemen… Show more

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Cited by 12 publications
(7 citation statements)
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“…Objective measures such as scores and evaluations paint only a partial picture of clinical and academic performance, leaving gaps in a candidate's full portrait. 1,2 Applicants, seemingly similar on paper, may have striking differences in experiences and distances traveled that would not be captured without a personal narrative. 2,3 We recommend, therefore, reframing personal statements as the way to best highlight applicants' greatest strengths and accomplishments.…”
Section: Introductionmentioning
confidence: 99%
“…Objective measures such as scores and evaluations paint only a partial picture of clinical and academic performance, leaving gaps in a candidate's full portrait. 1,2 Applicants, seemingly similar on paper, may have striking differences in experiences and distances traveled that would not be captured without a personal narrative. 2,3 We recommend, therefore, reframing personal statements as the way to best highlight applicants' greatest strengths and accomplishments.…”
Section: Introductionmentioning
confidence: 99%
“…Neither study utilized the linguistic analysis software used in this investigation that has become standard for similar analyses in recent years. Literature analyzing linguistic differences in applicant personal statements (PSs) is markedly limited; however, sex‐based differences have been noted in applications to urology, internal medicine, pediatrics, and general surgery that mirror gender stereotypes found in social psychology research 17–20 . To our knowledge, no publications to date have investigated sex‐based differences in PSs of applicants to otolaryngology residency.…”
Section: Introductionmentioning
confidence: 99%
“… Table S1 Custom word categories as defined by Trix and Psenka 17 . Note: * indicates that any word containing the letter string that precedes or follows the asterisk should be counted.…”
mentioning
confidence: 99%
“…Prior work in internal medicine, general surgery, and urology residency applications utilized linguistic software to analyze gender differences in personal statements and success in match. 3-6 One commonly used software package identifies sentence segments based on statistical co-occurrence and groups them into themes, such as “memorable patients” or “research and academia.” 3,4 Another software tool maps words in personal statements to predefined groups, such as “positive emotion” or “analytic.” 5,6…”
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confidence: 99%
“…3,4 Another software tool maps words in personal statements to predefined groups, such as ''positive emotion'' or ''analytic.'' 5,6 Research into deep learning has made significant advances in processing free-text documents such as personal statements. The development of BERT (Bidirectional Encoder Representations From Transformers) was a major milestone in free-text analysis, achieving state-of-the-art performance on a variety of language understanding tasks.…”
mentioning
confidence: 99%