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Conceptual anatomy of the female genitalia using text mining and implications for patient care
  1. Carmen Thong1,
  2. Alexis Doyle2
  1. 1 English, Stanford University, Stanford, California, USA
  2. 2 Department of Obstetrics and Gynecology, The University of Utah, Salt Lake City, Utah, USA
  1. Correspondence to Carmen Thong, English, Stanford University, Stanford, CA 94305, USA; tcarmen{at}stanford.edu

Abstract

This article analyses the conceptual histories of words associated with female genital parts to explore how they may affect the lived experience of people with these parts and the quality of gynaecological care they receive. Specifically, we examine the implications of using the word ‘vagina’ to replace the word ‘vulva’, or indeed to indicate the entire female genitalia. This article does so through an analysis of existing scholarly work and through text mining methods such as word frequencies, most distinctive word collocates and word-embeddings drawn from literary and women’s magazine corpora. We find that words indicating specific female genital parts are very infrequently mentioned in our corpora, which shows that there is a troubling lack of exposure and education in our socio-cultural context when it comes to the female genital anatomy. When they are mentioned, their usage reflects historical and patriarchal associations that have been primarily attached to the word ‘vagina’. When it comes to the ‘vagina’ and ‘vulva’, the penis is the most prevalent association by far; whereas the most commonly occurring female genital parts are parts to do with reproduction—reinforcing a long-standing and disproportionate emphasis on the female genitalia’s reproductive function. Our research also reveals a concerning emphasis on non-evidence-based female hygiene products, thus perpetuating the damaging stereotype of the dirty vagina. These findings may explain many negative patient outcomes such as stigma attached to seeking out timely gynaecological care, lack of informed medical consent and non-evidence-based practices exacerbated by problematic cultural depictions of the female genitalia. They can also explain the neglect of female sexual agency, pleasure and well-being. Understanding historical and contemporary usages of words for the female genitalia has important implications for the quality of patient care today and is a critical component of gender and reproductive justice.

  • women's health
  • cultural history
  • gynaecology
  • feminism
  • English literature

Data availability statement

Data are available on reasonable request. Data may be obtained from a third party and are not publicly available. Corpora used for text mining are not publicly available and under copyright. Additional word frequency, MDW collocation or word embedding results may be requested from Carmen Thong.

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Data availability statement

Data are available on reasonable request. Data may be obtained from a third party and are not publicly available. Corpora used for text mining are not publicly available and under copyright. Additional word frequency, MDW collocation or word embedding results may be requested from Carmen Thong.

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Footnotes

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  • CT and AD contributed equally.

  • Contributors AD had the initial idea for this paper while CT was responsible for the text mining process. Both authors contributed to the manuscript drafting and editing process. CT acts as the guarantor of the paper.

  • Funding This project was funded by Stanford's History of Science Research Grant.

  • Competing interests None declared.

  • Patient and public involvement Patients and/or the public were not involved in the design, or conduct, or reporting, or dissemination plans of this research.

  • Provenance and peer review Not commissioned; externally peer reviewed.

  • Supplemental material This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise.