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  • Item type:Publication,
    Gender differences in citation impact for 27 fields and six english-speaking countries 1996–2014 Open PDF 
    (2020)
    Thelwall, M.
    Initiatives addressing the lack of women in many academic fields, and the general lack of senior women, need to be informed about the causes of any gender differences that may affect career progression, including citation impact. Previous research about gender differences in journal article citation impact has found the direction of any difference to vary by country and field, but has usually avoided discussions of the magnitude and wider significance of any differences and has not been systematic in terms of fields and/or time. This study investigates differences in citation impact between male and female first-authored research for 27 broad fields and six large English-speaking countries (Australia, Canada, Ireland, New Zealand, the UK, and the USA) from 1996 to 2014. The results show an overall female first author citation advantage, although in most broad fields it is reversed in all countries for some years. International differences include Medicine having a female first author citation advantage for all years in Australia, but a male citation advantage for most years in Canada. There was no general trend for the gender difference to increase or decrease over time. The average effect size is small, however, and unlikely to have a substantial influence on overall gender differences in researcher careers. © 2020 Mike Thelwall. Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
  • Item type:Publication,
    Exploring parity in female authorship of pharmacoepidemiology articles: A case study of the Canadian Network for Observational Drug Effect Studies and its citing articles Open PDF 
    (2022)
    Sketris, I.S.
    ;
    Traynor, R.L.
    ;
    Helwig, M.
    ;
    Burland, E.
    ;
    Stewart, S.A.
    Purpose: The Canadian Network for Observational Drug Effect Studies (CNODES) studies the benefits and risks of post-market drugs and evaluates its research mobilization efforts for accountability, demonstrating value, and learning. As part of these evaluation efforts, and acknowledging gender disparity in authorship across many academic disciplines, CNODES examined the relationship between gender and authorship in its own journal articles and the literature citing them. Methods: CNODES articles (published 2012–2017) and all citing articles were identified and extracted using Scopus. Scopus author IDs were used to extract full names and a web service (www.genderapi.com) was used to estimate gender, converting all probabilities <80% to “indeterminate.” T-tests and visualizations were used to compare the proportion of females between CNODES and the citing literature. Results: Twenty-eight CNODES articles and 463 citing articles were identified. The mean number of authors per article was 9.5 in CNODES articles and 5.7 in the citing literature. CNODES articles had a female authorship rate of 36%, compared to 29% in the citing literature (7% difference, 95% CI: [1%, 13%]). There were no female authors in 14% of CNODES articles versus 36% of the citing literature. Women were first authors in 25% and corresponding authors in 14% of CNODES articles. Conclusions: This analysis provides a benchmark and method to monitor progress in female parity in pharmacoepidemiology authorship. Further work is needed to determine and address barriers and facilitators to women's recruitment and advancement in the field of pharmacoepidemiology. © 2021 John Wiley & Sons Ltd.