PUBBLICAZIONE/PUBLICATION
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Item type:Publication, Gender gap in returns to publications Open PDF(Springer Science and Business Media LLC, 2026-06-14) ;Spiewanowski, Piotr ;Stetsyuk, IvanTalavera, OleksandrGender equity in science depends not only on who participates in research, but also on how their work is rewarded. We examine gender gaps in monetary returns to research productivity, pay, and credit attribution using a novel dataset linking salary and publication records for professors at U.S. public universities. While our main contribution shows that there is no robust evidence of a significant gender gap in monetary returns to publications, we uncover substantial heterogeneity across disciplines and authorship structures. Women in medical and health sciences experience a negative gap in returns of 10.7% relative to men for equivalent research output. The unconditional gender pay gap averages 15.4%, with variation across disciplines, ranging from 5.5% in agricultural sciences to 20.9% in social sciences. It declines to 4.9% after controls. Finally, women earn higher returns to solo-authored work but lower returns to larger co-author networks than men.Item type:Publication, Monitoring the gender gap in the coverage of biology professors on Wikipedia Open PDF(The Royal Society, 2026-05-27) ;Alvarez-Ponce, DavidIyengar, NivedaWomen are under-represented in science, technology, engineering and mathematics (STEM) fields, especially in senior positions. One known reason is the limited visibility of female scientists, which discourages young women from entering STEM fields, thus perpetuating the gender gap. A number of studies have shown that women, including those in academia, are less likely to have a Wikipedia biography than their male counterparts, and that, when they have a biography, it tends to be underdeveloped. Since Wikipedia informs a large portion of society on a daily basis-especially young people-who is covered on the platform, and who is excluded from it, matters. Therefore, a number of projects have been created to increase women's coverage on Wikipedia. Using a recently generated census of 2104 female and 3721 male tenured and tenure-eligible faculty members affiliated with the biology departments of all United States R1 universities, we examined the extent to which biology faculty are covered on Wikipedia. Women in the census were significantly less likely to be featured on the platform than their male peers until 2018. However, the trend reversed in 2022, and women were 25% more likely than men to have a Wikipedia biography in 2024. In addition, women's biographies tend to be longer than those of men. Our results highlight the importance and effectiveness of projects aimed at improving women's coverage on Wikipedia.Item type:Publication, Evaluating the research performance of women scientists in Indian research laboratories based on Scopus citation database: A bibliometric analysis(2022)Mukherjee, B.This study examines the contributions of women scientists currently working in various research organizations under the Ministry of Science and Technology, India. Women scientists were identified through the official websites of the research laboratories and their publication performance has been tracked using the Scopus database. There are 901 women scientists working in 78 research organizations under the Ministry and have published 21810 publications up to December 2019, almost 65 percent of which has been appeared during 2010 to 2019. The publication per scientist has risen from 6.85 article per year before 2000 to 10.45 paper in 2015-2019 which indicates increasing participation of women in science from India. Women scientists are primarily engaged in biological sciencesresearch, however fields such as materials sciences, nano-technology, and astrophysics are also becoming the preferred subject choices among women. Women scientists mostly published their articles as a member of a team of utmost 10 authors, however, their position in multi-authored articles is mostly as co-authors than that of principal authors. Women in the age group ofbetween31 to 40 produced maximum publications, and almost 98 percent of publications appeared in collaboration with other scientists.This study confirms that publication productivity does not decline with age. There are women scientists who stay active in research and keep their productivity at a high level until their retirement. The study suggests that the increasing participation of women in Indian science is encouraging, as such more funding opportunities to younger women researchers may be important to give them more lead time to build a strong career. © 2022Item type:Publication, The gender gap in highly prestigious international research awards, 2001–2020 Open PDF(2021)Meho, L.I.This study examines gender disparities in the world’s 141 most prestigious international research awards. I find that (a) from 2001 to 2020 these awards were received 3,445 times by 2,011 men and 262 women; (b) women’s share increased from an annual average of 6% during 2001–2005 to an annual average of 19% during 2016–2020; (c) 49 of the 141 awards were not received by women during 2016–2020; and (d) when the numbers of female full professors are taken into consideration, the gender gap remains highly disproportionate in biological and life sciences, computer science, and mathematics. Overall, women would be expected to increase their share of awards by nearly 50% to achieve parity with men today. The study shows great similarities between men and women award recipients in journal articles per author, the average number of authors per article, the proportion of articles in top journals, citations per article, and participation in large research groups and international collaborations. I conclude that the gender gap in highly prestigious research awards is largely a result of demographic inertia and other factors that deserve further investigation. © 2021, MIT Press Journals. All rights reserved.Item type:Publication, Women in Science: Where We Stand?—The WHEN Protocol Open PDF(MDPI, 2025) ;Arnaboldi, Francesca ;Macagno, Alessia ;Villani, Marialuisa ;Biganzoli, GiacomoBianchi, FrancescaGender disparity in scientific fields, identified with the acronym STEM, is a complex issue whose multiple causes have distant origins in time. In the early development of scientific disciplines, women were often denied access to education and professional opportunities, and their contributions to the scientific fields were frequently not recognized. These trends of underrepresentation gave rise to the male-dominated culture in STEM that persists today, as young women often lack female role models and are less likely to pursue careers in STEM, perpetuating the gender gap and limiting women’s influence and visibility in these fields. Here we present the protocol of the WHEN project, which aims to explore the perceptions that high-school students have of scientific careers and of the women in science, investigating whether gender stereotypes persist and can affect decisions about future paths. Through questionnaires, this study investigates the impact of socio-economic variables on the persistence of gender stereotypes and, most importantly, explores the potential for reducing them through direct engagement with female STEM role models.Item type:Publication, Gender Differences in Collaboration Patterns in Computer Science Open PDF(2022) ;Yamamoto, J.Frachtenberg, E.The research discipline of computer science (CS) has a well-publicized gender disparity. Multiple studies estimate the ratio of women among publishing researchers to be around 15–30%. Many explanatory factors have been studied in association with this gender gap, including differences in collaboration patterns. Here, we extend this body of knowledge by looking at differences in collaboration patterns specific to various fields and subfields of CS. We curated a dataset of nearly 20,000 unique authors of some 7000 top conference papers from a single year. We manually assigned a field and subfield to each conference and a gender to most researchers. We then measured the gender gap in each subfield as well as five other collaboration metrics, which we compared to the gender gap. Our main findings are that the gender gap varies greatly by field, ranging from 6% female authors in theoretical CS to 42% in CS education; subfields with a higher gender gap also tend to exhibit lower female productivity, larger coauthor groups, and higher gender homophily. Although women published fewer single-author papers, we did not find an association between single-author papers and the ratio of female researchers in a subfield. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.Item type:Publication, Do women undertake interdisciplinary research more than men, and do self-citations bias observed differences? Open PDF(2022) ;Pinheiro, H. ;Durning, M.Campbell, D.Some studies have shown that women undertake interdisciplinary research more than men, whereas other studies have shown no difference by gender. Women have also been shown to self-cite less often than men, a difference at least partly mediated through differences in career stages and prior productivity. Existing evidence on gender-based differences in interdisciplinarity may therefore be biased. If interdisciplinarity is inferred from the disciplinary diversity of a paper’s cited references, a greater share of self-citations by men could decrease their measured interdisciplinarity relative to women. Such biases could lead to erroneous conclusions, because after correcting for self-citations one might uncover that women participate in interdisciplinary research equally to, or less than, men. Given that funding for interdisciplinary research is gaining in importance, obtaining accurate measurements of interdisciplinarity by gender is highly relevant for funders so that they can take appropriate action(s) in leveling the playing field across gender. For instance, evidence suggests women are sometimes advised not to participate in interdisciplinary research due to the risk it represents for their career progression. This study shows that a paper’s interdisciplinarity increases with the presence of female authors, accounting or not for self-citations in the interdisciplinarity measurement. © 2022 Henrique Pinheiro, Matt Durning, and David Campbell.Item type:Publication, Gender and research publishing analyzed through the lenses of discipline, institution types, impact and international collaboration: a case study from India Open PDF(2020) ;Paswan, J.Singh, V.K.Higher participation of women in higher education and research is a very important development goal in many countries across the world, with several countries creating special initiatives and schemes to increase participation of women in higher education and research. This article looks at a case study from India and aims to characterize the participation of women in research, by analysing the parameters of institution-type, discipline, citation impact and international collaboration. Research publication data from 50 most productive Indian institutions, along with data for 5 major institution systems, for a period of 10 years (2008–2017), as indexed in Web of Science, is obtained as sample data and analysed. Results obtained show that participation of women is found to vary in different disciplines, with biology (37%), agriculture science (32%), social science (31%) and medical science (32%) having relatively higher number of female 1st authored papers as compared to engineering (20%), information science (21%) and mathematics (22%). It is also observed that institutions specializing in medical sciences and social science have relatively better participation of women. In terms of location of institution in a big metropolitan city or an urban area, it was found that there do not exist any significant differentiation in levels of participation of women in research between institutions located in bigger cities or smaller towns. Further, analysis of citation and collaboration patterns show that though male authored papers have an edge in citation impact, women researchers get more internationally collaborated papers. © 2020, Akadémiai Kiadó, Budapest, Hungary.Item type:Publication, Representation of women in HPC conferences(2021) ;Frachtenberg, E.Kaner, R.D.Women are acutely underrepresented in the HPC workforce. Addressing this gap requires accurate metrics on the representation of women and its associated factors. The goal of this paper is to provide current, broad, and reproducible data on this gender gap. Specifically, this study provides in-depth statistics on women s representation in HPC conferences, especially for authors of peer-reviewed papers, who serve as the keystone for future advances in the field. To this end, we analyzed participant data from nine HPC and HPC-related peer-reviewed conferences. In addition to gender distributions, we looked at post-publication citation statistics of the papers and authors research experience, country, and work sector. Our main finding is that women represent only 10% of all HPC authors, with large geographical variations and small variations by sector. Representation is particularly low at higher experience levels. This 10% ratio is lower than even the 20 30% ratio in all computer science. © 2021 IEEE Computer Society. All rights reserved.Item type:Publication, Scientific production of women in Brazil Open PDF(2020) ;de Oliveira Santiago, M. ;Affonso, F.Dias, T.M.R.Researchers concentrate their efforts to understand the different female relations with science, using approaches that review their scientific and technological participation, as well as, seeking to understand their academic trajectory and performance. In this context, this study aimed to analyze the participation of women using as database the set of PhD graduates who have their curricula entered in the Lattes Platform. The data were collected and selected obtaining a set of 125,515 curricula of women who had completed their PhD. The PhD data were grouped according to the large areas of expertise (fields of science) and academic training, in which it was possible to analyze the academic evolution and the scientific and technological production of the group in a temporal manner. The different types of studies that help to understand the general aspect of women active mainly in science, besides being relevant, exhibit the characteristics of their research. This may be useful for the generation of national scientific indicators, for the management of information in the scientific area and for technological development. It is also useful to encourage and valuate participation of women in science. © 2020 Pontificia Universidade Catolica de Campinas. All rights reserved.