Emma Pierson has written a very interesting article titled In Science, It Matters That Women Come Last. The article is filled with data and analysis (and graphs!) about gender trends in publishing in some subfields of the physical sciences and math. She examined numbers of papers and authorship order for male and female authors using 23 years of papers from arXiv.
If you read the article, I recommend that you read it all the way through, including footnotes. As I read it I had some questions such as, "What about fields in which authorship is alphabetical?". These questions are answered. You may or may not agree with the methods but these issues were anticipated and the analysis considers the effects of different authorship-order practices in different fields.
There are many fascinating aspects of this dataset and Pierson's discussion of the data. One that particularly interested me is this:
It is possible that this is largely the result of female PIs tending to advise/hire more female students and postdocs (Pierson mentions a study that seems to show this). I wonder also about the tendency of women scientists to collaborate as peers and how data/trends related to such collaborations will change with time.
I see changes in my peer-collaborations with time in my own career. For the first 2+ decades, my female coauthors were my students and postdocs, with a few isolated exceptions of female-peer coauthors. More recently (the last few years in particular), I have had many female-peer coauthors. It has become routine. I thought this was because there were simply more women in my field now -- in fact, I am sure that is part of the explanation -- but now I wonder if there is more to it. I guess we'd need to know more about how the authorship dataset breaks down by advisee vs. peer coauthors to understand what it means.
What do you think this particular result (that 'women tend to work together') means, either for you or in your particular sub/field?
If you read the article, I recommend that you read it all the way through, including footnotes. As I read it I had some questions such as, "What about fields in which authorship is alphabetical?". These questions are answered. You may or may not agree with the methods but these issues were anticipated and the analysis considers the effects of different authorship-order practices in different fields.
There are many fascinating aspects of this dataset and Pierson's discussion of the data. One that particularly interested me is this:
.. I found evidence that women tend to work together. If a paper has one female author, the other authors on the paper are 35 percent more likely to be female given the share of female authors in the field overall.
It is possible that this is largely the result of female PIs tending to advise/hire more female students and postdocs (Pierson mentions a study that seems to show this). I wonder also about the tendency of women scientists to collaborate as peers and how data/trends related to such collaborations will change with time.
I see changes in my peer-collaborations with time in my own career. For the first 2+ decades, my female coauthors were my students and postdocs, with a few isolated exceptions of female-peer coauthors. More recently (the last few years in particular), I have had many female-peer coauthors. It has become routine. I thought this was because there were simply more women in my field now -- in fact, I am sure that is part of the explanation -- but now I wonder if there is more to it. I guess we'd need to know more about how the authorship dataset breaks down by advisee vs. peer coauthors to understand what it means.
What do you think this particular result (that 'women tend to work together') means, either for you or in your particular sub/field?
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