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Author: search.filters.author.Sainte-Marie, M.Language: search.filters.language.English

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  • Item type:Publication,
    Ungendered writing: Writing styles are unlikely to account for gender differences in funding rates in the natural and technical sciences Open PDF 
    (2022)
    Horbach, S.P.J.M.
    ;
    Schneider, J.W.
    ;
    Sainte-Marie, M.
    Academia has traditionally faced a substantial gender gap in staff positions and career path progression. Women do not advance up the academic career ladder in the same rate as men, with evidence of gender bias in hiring, earnings, funding, and recognition by means of prestigious awards. In this study we focus on gender differences in funding applications. Multiple factors have been proposed as potentially underlying mechanisms creating differences in funding rates between men and women, including bias in peer review processes and differences in language use. In this study we use a set of 1560 full-text applications in the natural and technical sciences that were subjected to a double-blind review process at a Danish private funder to analyse gendered writing as a potential factor causing differences in funding rates. Reproducing analyses from previous studies that found significant differences in writing styles, we analyse patterns in the use of positive words, levels of readability, concreteness and sentiment. Unlike previous studies, we only find minimal differences in writing style between the sexes. We conclude that writing styles are unlikely to account for skewed funding patterns and suggest ways in which funding programmes can be designed to provide fair opportunities to all applicants. © 2022 American Institute of Physics Inc.. All rights reserved.
  • Item type:Publication,
    Who acknowledges who? A gender analysis
    (2019)
    Paul-Hus, A.
    ;
    Mongeon, P.
    ;
    Sainte-Marie, M.
    ;
    Larivière, V.
    Acknowledgements found in scholarly papers allow for credit attribution among non-authors—from individuals to organizations—that contributed to a piece of research. As such, they are associated with a different kind of recognition than authorship. While several studies have shown that social factors affect authorship and citation practices, few analyses have been performed on acknowledgements. Based on 878,250 acknowledgees mentioned in 291,167 papers published in 2015 retrieved from Web of Science, the objective of this work-in-progress is to better understand such credit attribution practices and how gender may influence them. Our results show that gender disparities generally found in authorship can be extended to acknowledgements, and that women are even more underrepresented in the acknowledgement than in the authors’ list of a paper. Our findings also confirm that women acknowledge proportionally more women. These results suggest that gender plays a role in the entire spectrum of credit attribution practices, from authorships to acknowledgements.
  • Item type:Publication,
    Who are the acknowledgees? An analysis of gender and academic status Open PDF 
    (2020)
    Paul-Hus, A.
    ;
    Mongeon, P.
    ;
    Sainte-Marie, M.
    ;
    Larivière, V.
    Acknowledgements found in scholarly papers allow for credit attribution of nonauthor contributors. As such, they are associated with a different kind of recognition than authorship. While several studies have shown that social factors affect authorship and citation practices, few analyses have been performed on acknowledgements. Based on 878,250 acknowledgees mentioned in 291,167 papers published between 2015 and 2017, this study analyzes the gender and academic status of individuals named in the acknowledgements of scientific papers. Our results show that gender disparities generally found in authorship can be extended to acknowledgements, and that women are even more underrepresented in acknowledgements section than in authors’ lists. Our findings also show that women acknowledge proportionally more women than men do. Regarding academic status, our results show that acknowledgees who have already published tend to have a higher position in the academic hierarchy compared with all Web of Science (WoS) authors. Taken together, these findings suggest that acknowledgement practices might be associated with academic status and gender. © 2020 Adèle Paul-Hus, Philippe Mongeon, Maxime Sainte-Marie, and Vincent Larivière. Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.