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  • Item type:Publication,
    Breaking the glass door in academia? Looking at the role of scientific fields and contextual factors in moderating the gender gap in recruitment: evidence from Italy Open PDF 
    (Springer Science and Business Media LLC, 2025-07-15)
    Gaiaschi, Camilla
    Women's presence in academia has sharply increased in recent years, but gender inequalities in career progression persist. Italy makes no exception to this trend as different studies on the promotion gap to associate and to full professors have suggested. However, no measure of the adjusted gender differential in the previous steps of the career, that is in the transition from the post-doc to the assistant professor position, has been provided so far. This paper aims to fulfill this gap by means of an original, longitudinal, and multi-source dataset on the Italian academic population which has allowed to measure the female disadvantage in recruitment by controlling for a large set of confounding characteristics including individual productivity and, most especially, contextual factors, which have been under-explored so far. Results suggest that women face a small adjusted penalty, of around 3-4%, in academic recruitment. However, when disentangling the analyses by scientific field, strong differences emerge, with the gap reaching a maximum of - 10% in physics while being non-significant in many SSH. Within the STEMM, the life sciences, driven by medicine and biology, appear more gender unequal than many hard sciences. Moreover, a growing number of female full professors in the sub-field and working in a department with good financial resources represent two factors that have a moderate role in reducing the gap. All in all, this work sheds light on the importance of organizational and institutional factors in explaining the gender gap thus calling for structural interventions to make universities more inclusive towards women.
  • Item type:Publication,
    Who is publishing journal articles during graduate school? Racial and gender inequalities in biological sciences over time. Open PDF 
    (American Psychological Association (APA), 2022-02)
    Roksa, Josipa
    ;
    Wang, Yapeng
    ;
    Feldon, David
    ;
    Ericson, Matthew
    Despite increased enrolment of women and students from underrepresented racial/ethnic groups in doctoral programs, notable inequalities in academic careers persist. We investigate one potential source of these inequalities: publication rates during graduate school. Results, based on a sample of doctoral students in biological sciences across 53 institutions, indicate that both white women and students from underrepresented racial/ethnic groups (African American and Latinx) have lower publication rates than white men. Notably, these gaps grow over time and are not explained by background factors, socialization experiences, or family obligations. The same patterns persist for first-authored publications for African American and Latinx students, but not white women, suggesting potentially differential mechanisms of exclusion. Implications for research and practice are discussed. © 2021 National Association of Diversity Officers in Higher Education
  • Item type:Publication,
    Women in Science. Experiences of Academics in Switzerland
    (Transcript, 2025-08-12)
    De Cia Annalisa
    ;
    Hellmüller, Sara
    ;
    Mesok Khan, Elizabeth
    Women in science face particular challenges, such as structural inequalities, highly competitive work environments, and at times toxic cultures. This collection conveys the experiences of women academics in Switzerland, featuring insights from twelve scholars across various universities and disciplines. Each contributor shares their unique journey in pursuit of a professorship, illustrating the rich diversity of the Swiss scientific community. This volume offers hope for those struggling with finding their place in science, emphasizing the joys and privileges that can be found in an academic career and the passion and perseverance of those pursuing it.
  • Item type:Publication,
    Underrepresentation of Women in Undergraduate Economics Degrees in Europe: A Comparison with STEM and Business
    (Institute of Labor Economics (IZA), 2021)
    Megalokonomou, Rigissa
    ;
    Vidal-Fernandez, Marian
    ;
    Yengin, Duygu
    In the last decade, the proportion and academic performance of women who pursue university degrees has increased relative to men in a range of developing countries (OECD, 2015). Nonetheless, the percentage of undergraduate economics degrees awarded to women has remained between 30% and 35% during 2001-2018 in the U.S. (Siegfried, 2019). In a recent work by Lundberg and Stearns (2019), they show that the gender gap worsens as women economists progress in their professional careers in the U.S., where they end up representing only 10% of university professors. European countries seem to have less of a "leaky pipeline," where the same figure sits at 22% (Auriol, Friebel, and Wilhelm, 2020). To put this figure into perspective, our paper describes the cross-country underrepresentation of women graduating in economics degrees in Europe relative to their country-specific women/men university graduation rates. Second, we compare the underrepresentation of women in economics to its closest alternative namely business, as well as its gender underrepresented counterpart, STEM (Science, Technology, Engineering, and Mathematics). Finally, we lean on recent evidence to suggest policies to increase the relative share of women pursuing undergraduate economics degrees in Europe with a strong focus on policies aimed at high schools. Overall, we find that, over the period 2013-2018, the underrepresentation of women in economics graduates has worsened in Europe and that on average two of every five students are women. While the gender representation of university graduates in STEM is worse than in economics, it has experienced a mild increase over the period of study. Unlike Economics, its closest alternative, business, has a slight women overrepresentation, with 1.1 women graduating for every man.
  • Item type:Publication,
    Barriers to gender equity for female healthcare academicians and researchers in Pakistan: Is it still an issue? Open PDF 
    (2023)
    Malik, M
    ;
    Hussain, A
    ;
    Hashmi, A
    ;
    Saeed, H
    ;
    Azhar, H
    IntroductionGender inequity in healthcare academia is rising. Female healthcare professionals are struggling to balance their work and family leading to reduced productivity and disparity in three main areas of academic evaluation including teaching, service and research. ObjectiveThe objective of the current study was to explore perceptions of healthcare academicians regarding gender equity and its associated barriers in healthcare academia in Pakistan. MethodologyA qualitative study design was used. Study site for this research included medical colleges, pharmacy schools and healthcare educational institutes. Study respondents included healthcare professionals including doctors and pharmacists working as faculty members. Snow ball sampling was used and interviews were conducted till saturation point was achieved. All interviews recorded were transcribed verbatim. Transcribed interviews were then subject to thematic analysis and were analyzed for relevant content. ResultsThematic analysis of the study yielded many themes and sub themes. The main themes include: Gender equity an issue for healthcare academicians; Barriers toward promoting gender equity among healthcare academicians; Perceived teaching effectiveness among female healthcare academicians; Professional relationship of female healthcare academicians; Representation of female healthcare academicians at leadership positions; Research opportunities for female healthcare academicians; impact of academia as profession on married life and Strategies for improving gender equity disparities in academia of healthcare profession. The results showed that almost all the females as well as male healthcare academicians were of the view that female academicians are competent, hardworking and committed with their jobs. Mixed responses were observed regarding teaching effectiveness of female academicians. Half of the females as well male healthcare academicians thought that female were more effective teachers while other half was of the view that teaching effectiveness is based on individual trait irrespective of gender. ConclusionThe results of the present study concluded that majority of the male as well as female healthcare professionals perceived gender equity as an issue in academia in Pakistan, especially in underprivileged areas. Non-conducive work environment, harassment at workplace and cultural issues were the main barriers identified toward gender equity in healthcare academia in Pakistan.
  • Item type:Publication,
    Lifting as we climb: Experiences and recommendations from women in neural engineering Open PDF 
    (2023)
    Jantz, Maria K.
    ;
    Mak, Jennifer
    ;
    Dalrymple, Ashley N.
    ;
    Farooqui, Juhi
    ;
    Grigsby, Erinn M.
    Neural engineering is an emerging and multidisciplinary field in which engineering approaches are applied to neuroscience problems. Women are underrepresented in engineering fields, and indeed in science, technology, engineering, and mathematics (STEM) fields generally. Underrepresentation of women is particularly notable at later academic career stages, suggesting that even though women are interested in the field, barriers exist that ultimately cause them to leave. Here, we investigate many of the obstacles to women's success in the field of neural engineering and provide recommendations and materials to overcome them. We conducted a review of the literature from the past 15 years regarding the experiences of women in academic careers, as well as reports on the number of women in fields closely related to neural engineering from the National Science Foundation (NSF) and the American Society for Engineering Education (ASEE). Additionally, we interviewed six women in neural engineering who are involved in initiatives and outreach concerning the inclusion and experiences of women in engineering. Throughout the literature and interviews, we identified common themes spanning the role of identity and confidence, professional relationships, career-related hurdles, and personal and professional expectations. We explore each of these themes in detail and provide resources to support the growth of women as they climb within the field of neural engineering.
  • Item type:Publication,
    Historical comparison of gender inequality in scientific careers across countries and disciplines Open PDF 
    (Proceedings of the National Academy of Sciences, 2020)
    Huang, Junming
    ;
    Gates, Alexander J.
    ;
    Sinatra, Roberta
    ;
    Barabási, Albert-László
    There is extensive, yet fragmented, evidence of gender differences in academia suggesting that women are underrepresented in most scientific disciplines and publish fewer articles throughout a career, and their work acquires fewer citations. Here, we offer a comprehensive picture of longitudinal gender differences in performance through a bibliometric analysis of academic publishing careers by reconstructing the complete publication history of over 1.5 million gender-identified authors whose publishing career ended between 1955 and 2010, covering 83 countries and 13 disciplines. We find that, paradoxically, the increase of participation of women in science over the past 60 years was accompanied by an increase of gender differences in both productivity and impact. Most surprisingly, though, we uncover two gender invariants, finding that men and women publish at a comparable annual rate and have equivalent career-wise impact for the same size body of work. Finally, we demonstrate that differences in publishing career lengths and dropout rates explain a large portion of the reported career-wise differences in productivity and impact, although productivity differences still remain. This comprehensive picture of gender inequality in academia can help rephrase the conversation around the sustainability of women’s careers in academia, with important consequences for institutions and policy makers.
  • Item type:Publication,
    Relative Grades and Gender Differences in STEM Enrollment
    (University of Bonn and University of Mannheim, Germany, 2025)
    Fuchs, Larissa;Pinger, Pia
    ;
    Seeger, Philipp
    Based on novel administrative and survey data from Germany, this study investigates the importance of relative STEM performance in high school for the gender gap in STEM enrollment. We first document that males display a higher relative STEM performance than females, which however mainly emerges from females' stronger achievement in non-STEM subjects. Our findings further reveal that a one-standard-deviation increase in grade-based STEM advantage raises the likelihood of pursuing a STEM degree by approximately 19 percentage points for males, but only by half as much for females. A decomposition analysis shows that 26% of the STEM gender gap could be attributed to differences in grade-based STEM performance if major preferences resembled those of males. However, relative grades are largely unimportant in an environment where preferences mirror those of females. This suggests that STEM performance differences have limited influence on females' decisions to pursue STEM degrees. While STEM advantage significantly impacts observed gender gaps in STEM enrollment, this effect is primarily driven by males.
  • Item type:Publication,
    Women in Science: Where We Stand?—The WHEN Protocol Open PDF 
    (MDPI, 2025)
    Arnaboldi, Francesca
    ;
    Macagno, Alessia
    ;
    Villani, Marialuisa
    ;
    Biganzoli, Giacomo
    ;
    Bianchi, Francesca
    Gender 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,
    Visualising Bibliographic Metadata Using CAQDAS in the Research on the Gender Gap in STEM Studies in Higher Education
    (2023)
    Verdugo-Castro, S.
    ;
    Sánchez-Gómez, M.ªC.
    ;
    García-Holgado, A.
    ;
    García-Peñalvo, F.J.
    ;
    Costa, A.P.
    Besides providing the consulted publication’s findings, the literature review can offer information through metadata. Computer-Assisted Qualitative Data Analysis Software (CAQDAS) can support visualising bibliometric metadata through RIS files. The usefulness is to provide an interactive image of the reality and actuality of scientific production. This article presents a case study to exemplify how metadata can be analysed and visualised using CAQDAS. The topic for the case study is the gender gap in STEM studies in higher education. The study aims to identify the value and usefulness of data visualisation in representing bibliometric data to support literature review processes. The phenomenon of the gender gap in the STEM education sector is used as a case study. The research questions addressed by the study are: (1) What does CAQDAS contribute to the results obtained?; (2) What are the possible causes of the gender gap? The analysis concludes that the cultural, social, educational, family, and peer group environment generates positive and negative force fields when deciding which studies to pursue; some people follow the patterns expected of them according to their gender. Finally, data visualisation helps understand the scientific evolution of a phenomenon and supports the research on a particular topic. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.