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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, Diversity of backgrounds and ideas: The case of research evaluation in economics Open PDF(2019) ;Corsi, Marcella ;D’Ippoliti, CarloZacchia, GiuliaThis paper contributes to the literature on the effect of research evaluation in terms of preserving and reproducing diversity. Through a large-scale natural experiment encompassing two entire cohorts of Italian economists, we document how candidates for academic positions, especially top-tier positions, in economics are pushed to increasingly conform to a standardised research profile. We find evidence of gender bias in research evaluation and observe substantial variability in the chances of qualifying for an academic position, depending on candidates’ main fields, topics and methods of research. Our results also indicate that economists working on less popular research fields and/or with heterodox methods are less likely to qualify for top-tier academic positions, independently of their bibliometric indicators.