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  • Item type:Publication,
    Gendered knowledge in fields and academic careers Open PDF 
    (2022)
    Kim, Lanu
    ;
    Smith, Daniel Scott
    ;
    Hofstra, Bas
    ;
    McFarland, Daniel A.
    Women and men often contribute differently to research knowledge. Do differences in these contributions partially explain disparities in academic career outcomes? We explore this by looking at how gender is embodied in research language, and then ascertain whether the adoption of more gendered research language affects career outcomes beyond the researcher's attributes. We identify different forms of gendered knowledge—gender referents (explicit references to sex and gender) and gender-associated terms (words that are implicitly associated with women or men researchers)—by applying natural language processing techniques to nearly one million doctoral dissertations published in the United States between 1980 and 2010. We then determine whether employing gender referents and gender-associated terms affects the course of PhDs’ ensuing careers. We find women researchers have lower chances of securing academic positions than men in every field; explicit references to women as research subjects are modestly rewarded in comparison to references to men; and more career opportunities are afforded to research knowledge associated with men. These results suggest that academia is slowly correcting the traditional and explicit bias of studying men at the exclusion of women. Still, there remains a stronger implicit bias against knowledge associated with women scholars. We discuss relative differences between humanities and social sciences versus natural sciences, technology, engineering, and math, as well as potential treatments for offsetting bias in those fields.
  • Item type:Publication,
    Greater female first author citation advantages do not associate with reduced or reducing gender disparities in academia Open PDF 
    (2020)
    Thelwall, M.
    ;
    Sud, P.
    Ongoing problems attracting women into many Science, Technology, Engineering and Mathematics (STEM) subjects have many potential explanations. This article investigates whether the possible undercitation of women associates with lower proportions of, or increases in, women in a subject. It uses six million articles published in 1996–2012 across up to 331 fields in six mainly English-speaking countries: Australia, Canada, Ireland, New Zealand, the United Kingdom and the United States. The proportion of female first-and last-authored articles in each year was calculated and 4,968 regressions were run to detect first-author gender advantages in field normalized article citations. The proportion of female first authors in each field correlated highly between countries and the female first-author citation advantages derived from the regressions correlated moderately to strongly between countries, so both are relatively field specific. There was a weak tendency in the United States and New Zealand for female citation advantages to be stronger in fields with fewer women, after excluding small fields, but there was no other association evidence. There was no evidence of female citation advantages or disadvantages to be a cause or effect of changes in the proportions of women in a field for any country. Inappropriate uses of career-level citations are a likelier source of gender inequities. © 2020 Mike Thelwall and Pardeep Sud. Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
  • Item type:Publication,
    Gender Differences in Academic Productivity and Advancement Among Dental School Faculty Open PDF 
    (2019)
    Simon, Lisa
    ;
    Candamo, Fiorella
    ;
    He, Puhan
    ;
    Karhade, Deepti Shroff
    ;
    Pirooz, Yasameen
    Background: An equal number of women and men are now graduating from dental school, but women dentists have lower income and are less likely to achieve positions of leadership, including within dental academia. Materials and Methods: Demographic information and academic rank were obtained for all faculty at the eight dental schools who received the most funding from the National Institute of Dental and Craniofacial Research in 2017. Years since dental school graduation, total number of PubMed-indexed citations, first- and last-author publications, and H-index were determined for each faculty member. Gender differences in productivity and advancement were evaluated. Results: Of 702 faculty members, 36.5% were female; only 24.4% of full professors were women. Men had significantly higher numbers of publications (30.2 [95% confidence interval [CI, 28.6-39.5] vs. 20.4 [95% CI 16.3-24.6], p = 0.02) and higher H-index (8.2 [95% CI 7.1-9.1] vs. 4.7 [95% CI 3.9-5.5], p < 0.0001). Women had graduated more recently than their male colleagues at all levels of academic advancement (overall 22.83 years [95% CI 21.29-24.39] vs. 30.19 years [95% CI 28.84-31.55], p < 0.0001). When corrected for academic productivity and years since graduation, the association between gender and academic rank was not significant. Conclusions: Women are underrepresented at each academic rank except instructor; however, women may advance more quickly than their male counterparts. Increasing scholarship and mentorship opportunities for female faculty members may help improve gender equity in dental academia.
  • Item type:Publication,
    Advancing women, parity, and gender equity Open PDF 
    (2022)
    Garcia, M. Nathalia
    ;
    Andrews, Elizabeth A.
    ;
    White, Candice C.
    ;
    Dixon, Debra A.
    ;
    López, Ana N.
    For centuries, society has called out for transformations to lift all of its members. While it may seem ordinary in our time for women to be dentists or dental educators, the path was neither always easy, nor has true equity been achieved. The modern transformation of dental education and dentistry creates the need for leaders to propose and develop concrete initiatives to advance the profession and benefit society. Areas to address that could lead to increased equity for women include career advancement, leadership opportunities, compensation, career satisfaction, research, and scholarly activity. Our analysis demonstrates that even though the number of full-time female faculty has increased during recent years, most positions (59.5%) at dental schools in the US are held by men (2018-2019). Males were also compensated at higher rates than their female counterparts, and female deans made 7% less in total compensation. Because disparities are evident in pay and academic pathways, new directions and strategies must be employed to ensure parity and gender equity. Facilitating the progress of women in organized dentistry requires efforts of dental academic institutions to invest resources and provide nurturing environments that promote professional performances and leadership skills for women, with these being priorities-considering the current trends that anticipate increased numbers of women in dental academia. All dentists bring their own experiences to the profession, making for rich depth and diversity. As a collective voice, we have a bright future. We can and will move forward together.
  • Item type:Publication,
    ‘Being good isn’t good enough’: gender discrimination in Italian academia Open PDF 
    (2021)
    Filandri, M.
    ;
    Pasqua, S.
    The article analyses the effect of gender in professors’ career advancement using data on the entire population of professors in the Italian university system, data on the National Scientific Qualification (NSQ) accreditation scheme, and data on scientific productivity (SciVal) for bibliometric scientific sectors. As NSQ accreditation is a prerequisite for career advancement in Italian universities, using this data makes it possible to rule out women’s reluctance to apply for promotions -candidate professors must apply for accreditation- as a mechanism for explaining the gender gap in academia. Our results show a relevant gender gap in career advancement that is not explained by gender differences in productivity (above the minimum level needed to obtain the accreditation). A structural gender bias also remains after controlling for available resources and for the percentage of female full professors in the academic scientific sector. The results contribute to the debate on the introduction of gender quotas. © 2019 Society for Research into Higher Education.