Women’s health in The BMJ: a data science history

Objective To determine how the representation of women’s health has changed in clinical studies over the course of 70 years.Design Observational study of 71 866 research articles published between 1948 and 2018 in The BMJ.Main outcome measures The incidence of women-specific health topics over time....

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Main Authors: Eva N Hamulyák, Austin J Brockmeier, Johanna D Killas, Sophia Ananiadou, Armand M Leroi
Format: Article
Language:English
Published: BMJ Publishing Group 2020-10-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/10/10/e039759.full
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spelling doaj-439f193c19e746f9afbb6a612b6b9b9b2021-05-06T09:35:29ZengBMJ Publishing GroupBMJ Open2044-60552020-10-01101010.1136/bmjopen-2020-039759Women’s health in The BMJ: a data science historyEva N Hamulyák0Austin J Brockmeier1Johanna D Killas2Sophia Ananiadou3Armand M Leroi4Department of Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The NetherlandsDepartment of Electrical & Computer Engineering, University of Delaware, Newark, Delaware, USAHealth Studies Programme, University of Toronto, Toronto, Ontario, CanadaDepartment of Computer Science, The University of Manchester National Centre for Text Mining, Manchester, UKDepartment of Life Sciences, Imperial College London, South Kensington Campus, London, UKObjective To determine how the representation of women’s health has changed in clinical studies over the course of 70 years.Design Observational study of 71 866 research articles published between 1948 and 2018 in The BMJ.Main outcome measures The incidence of women-specific health topics over time. General linear, additive and segmented regression models were used to estimate trends.Results Over 70 years, the overall odds that a word in a BMJ research article was ‘woman’ or ‘women’ increased by an annual factor of 1.023, but this rate of increase varied by clinical specialty with some showing little or no change. The odds that an article was about some aspect of women-specific health increased much more slowly, by an annual factor of 1.004. The incidence of articles about particular areas of women-specific medicine such as pregnancy did not show a general increase, but rather fluctuated over time. The incidence of articles making any mention of women, gender or sex declined between 1948 and 2005, after which it rose steeply so that by 2018 few papers made no mention of them at all.Conclusions Over time women have become ever more prominent in BMJ research articles. However, the importance of women-specific health topics has waxed and waned as researchers responded ephemerally to medical advances, public health programmes, and sociolegal changes. The appointment of a woman editor-inchief in 2005 may have had a dramatic effect on whether women were mentioned in research articles.https://bmjopen.bmj.com/content/10/10/e039759.full
collection DOAJ
language English
format Article
sources DOAJ
author Eva N Hamulyák
Austin J Brockmeier
Johanna D Killas
Sophia Ananiadou
Armand M Leroi
spellingShingle Eva N Hamulyák
Austin J Brockmeier
Johanna D Killas
Sophia Ananiadou
Armand M Leroi
Women’s health in The BMJ: a data science history
BMJ Open
author_facet Eva N Hamulyák
Austin J Brockmeier
Johanna D Killas
Sophia Ananiadou
Armand M Leroi
author_sort Eva N Hamulyák
title Women’s health in The BMJ: a data science history
title_short Women’s health in The BMJ: a data science history
title_full Women’s health in The BMJ: a data science history
title_fullStr Women’s health in The BMJ: a data science history
title_full_unstemmed Women’s health in The BMJ: a data science history
title_sort women’s health in the bmj: a data science history
publisher BMJ Publishing Group
series BMJ Open
issn 2044-6055
publishDate 2020-10-01
description Objective To determine how the representation of women’s health has changed in clinical studies over the course of 70 years.Design Observational study of 71 866 research articles published between 1948 and 2018 in The BMJ.Main outcome measures The incidence of women-specific health topics over time. General linear, additive and segmented regression models were used to estimate trends.Results Over 70 years, the overall odds that a word in a BMJ research article was ‘woman’ or ‘women’ increased by an annual factor of 1.023, but this rate of increase varied by clinical specialty with some showing little or no change. The odds that an article was about some aspect of women-specific health increased much more slowly, by an annual factor of 1.004. The incidence of articles about particular areas of women-specific medicine such as pregnancy did not show a general increase, but rather fluctuated over time. The incidence of articles making any mention of women, gender or sex declined between 1948 and 2005, after which it rose steeply so that by 2018 few papers made no mention of them at all.Conclusions Over time women have become ever more prominent in BMJ research articles. However, the importance of women-specific health topics has waxed and waned as researchers responded ephemerally to medical advances, public health programmes, and sociolegal changes. The appointment of a woman editor-inchief in 2005 may have had a dramatic effect on whether women were mentioned in research articles.
url https://bmjopen.bmj.com/content/10/10/e039759.full
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