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Several studies have tackled the issue of what effect a retracted paper has on a scientist’s reputation and publication record. The answer is, by and large, it depends: The contribution the researcher made on the paper, their career stage, the field of study and the reason for the retraction all play a role.

Three researchers from New York University’s campus in Abu Dhabi wanted to  better understand how a retraction affects a scientist’s career trajectory and future collaborations. Using the Retraction Watch Database, they looked at papers retracted between 1990 and 2015, and merged that data with Microsoft Academic Graph to generate information on researchers’ pre- and post-retraction publication patterns, as well as their collaboration networks. They also looked at Altmetric scores of retractions to factor in the attention a retraction got.

From that data, they extrapolated if and when researchers with retracted papers left scientific publishing, and looked for trends in researchers’ collaboration networks before and after the retraction.

Longtime Retraction Watch readers know the scientists on our Leaderboard have changed over the years. But one characteristic has remained relatively constant: There are few women on that list – in fact, never rarely more than one at a time.

So when a recent paper dove into whether retraction rates vary by the gender of the authors, we were curious what the authors found.

The team, from Sorbonne Study Group on Methods of Sociological Analysis (GEMASS) in Paris, sampled 1 million articles from the OpenAlex database, then referenced the Retraction Watch database to compare against their sample.