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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, Equity for excellence in academic institutions: a manifesto for change Open PDF(2021) ;Wedekind, Lauren ;Noé, Andrés ;Mokaya, Jolynne ;Tamandjou, CynthiaKapulu, MelissaHigher academic institutions in the UK need to drive improvements in equity, diversity, and inclusion (EDI) through sustainable practical interventions. A broad view of inclusivity is based on an intersectional approach that considers race, geographical location, caring responsibilities, disability, neurodiversity, religion, and LGBTQIA+ identities. We describe the establishment of a diverse stakeholder group to develop practical grass-roots recommendations through which improvements can be advanced. We have developed a manifesto for change, comprising six domains through which academic institutions can drive progress through setting short, medium, and long-term priorities. Interventions will yield rewards in recruitment and retention of a diverse talent pool, leading to enhanced impact and output.Item type:Publication, Gender in 30 Years of IEEE Visualization Open PDF(2022) ;Tovanich, N. ;Dragicevic, P.Isenberg, P.We present an exploratory analysis of gender representation among the authors, committee members, and award winners at the IEEE Visualization (VIS) conference over the last 30 years. Our goal is to provide descriptive data on which diversity discussions and efforts in the community can build. We look in particular at the gender of VIS authors as a proxy for the community at large. We consider measures of overall gender representation among authors, differences in careers, positions in author lists, and collaborations. We found that the proportion of female authors has increased from 9% in the first five years to 22% in the last five years of the conference. Over the years, we found the same representation of women in program committees and slightly more women in organizing committees. Women are less likely to appear in the last author position, but more in the middle positions. In terms of collaboration patterns, female authors tend to collaborate more than expected with other women in the community. All non-gender related data is available on https://osf.io/ydfj4/ and the gender-Author matching can be accessed through https://nyu.databrary.org/volume/1301. © 1995-2012 IEEE.