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  • Item type:Publication,
    Quantitative datasets reveal marked gender disparities in Earth Sciences faculty rank in Africa Open PDF 
    (Elsevier Ltd, 2023)
    Mosuro, G.O.
    ;
    Omosanya, K.O.
    ;
    Lawal, M.A.
    ;
    Oussou, A.
    ;
    Oshomoji, A.O.
    As in most disciplines of science, technology, engineering, mathematics and medicine (STEMM), gender disparity is prevalent in the ranking of Earth Sciences faculties at senior and advanced levels. (i.e., Associate and Full Professors). In this study, a robust database was mined, created, and analyzed to assess the faculty compositions of 142 Earth Science departments in 39 countries across Africa. The data were collected from verifiable online resources focusing on ranks and gender ratios within each department. The studied earth science departments cut across universities in northern, southern, central, eastern, and western Africa. Our data revealed that female faculty members are predominantly underrepresented in most of the departments documented and are markedly uncommon in senior positions such as Professors, associate Professors, and senior researchers compared to their male counterparts. On the contrary, female faculty members are predominant in the lower cadres, such as lecturers, teaching, and graduate assistants. The observed male to female ratio is 4:1. At the base of this gender gap is the lower enrolment of female students in Earth Science courses from undergraudate to graduate studies. To achieve gender equality in Earth Science faculty composition in Africa, we recommend increasing female students' enrollment, mentoring, awareness, timely promotion of accomplished female researchers, and formulation of enabling government policies. More work-related policies that guarantee work-life balance for female earth science academic professionals should be formulated to attract and retain more women into Earth Sciences careers. © 2022 Elsevier Ltd
  • Item type:Publication,
    Visualization of gender, race, citizenship and academic performance in association with career outcomes of 15-year biomedical doctoral alumni at a public research university Open PDF 
    (2018)
    Mathur, Ambika
    ;
    Cano, Annmarie
    ;
    Kohl, Michael
    ;
    Muthunayake, Nisansala S.
    ;
    Vaidyanathan, Prassanna
    It has long been thought that biomedical doctoral students pursue careers primarily as tenure-track/tenured faculty at research institutions. Recent reports showed, however, that the majority of biomedical doctoral alumni engage in a variety of careers. Wayne State University (WSU) undertook a project to understand the career trajectories of its biomedical doctoral alumni to create programs to better prepare its students for careers in multiple pathways. Data were collected on career outcomes of WSU's biomedical doctoral alumni who graduated in a 15-year period from 1999-2014. Careers were classified into three tiers by Employment Sector, Career Types and Job Functions and career paths were examined by alumni gender, race, U.S. citizenship status, and association with certain academic characteristics. Several statistically significant differences in career paths among all demographics were found. For example, women were more likely to be in teaching and providing healthcare, men in faculty and research; Black alumni pursued careers in Government at higher rates and Whites in For-Profit careers; Asians and non-U.S. citizens spent more time in training positions than others. There was no association of academic characteristics such as GRE, GPA, and Time-to-Degree completion with careers in the two largest sectors of Academia or For-profit. Since our trainees are engaged in this rich variety of careers essential to advancing biomedical science and research nationally, it is imperative for the graduate training community to embrace all careers as successful, and transform the model for biomedical doctoral training to foster student success across this broad career spectrum.
  • Item type:Publication,
    Academic Students’ Progress Indicators and Gender Gaps Based on Survival Analysis and Data Mining Frameworks Open PDF 
    (Springer Science and Business Media B. V., 2020)
    Marshall, A.H.
    ;
    Zenga, M.
    ;
    Kalamatianou, A.
    This paper examines gender differences according to two new indicators in higher education studies. One indicator represents the length of studies beyond the minimum requirement and the other represents a harmonised graduation mark. We explore these indicators in a statistical framework that consists of Survival analysis Kaplan–Meier methods, Accelerated Failure Time models, Survival Trees, Multivariate Regression Trees and a modified Gender Parity Index. This unique combination of statistical methods allows both to analyse data involving censoring and to incorporate other explanatory variables in the analysis. The approaches were applied to data taken from a Greek and an Italian University and provide evidence that the survival analysis is a useful tool for exploring gender gaps in higher education while the Accelerated Failure Time model permits the investigation of how other variables can influence the gaps. The data mining techniques of survival trees and multivariate regression trees allows for the importance of such influencing variables to be measured and illustrates these in a simple to view tree structure. The Multivariate Regression Tree approach allows us to consider more than one continuous outcome variable so we were able to consider the two proposed indicators simultaneously. Interesting insights from this analysis are that gender has an important role and women outperform regarding these new indicators by taking less length of studies, less graduation time with higher performance, controlling also for other student characteristics. The modified gender parity index enriched the results in all stages. © 2020, Springer Nature B.V.
  • Item type:Publication,
    Amplifying the gender gap in academia: “Caregiving” at work during the pandemic Open PDF 
    (John Wiley and Sons Inc, 2023)
    Manchester, C.F.
    ;
    Leroy, S.
    ;
    Dahm, P.C.
    ;
    Glomb, T.M.
    We examine the effects of the COVID-19 pandemic on faculty using survey data. First, we uncover heterogeneity in the immediate effects on research productivity and burnout. Three groups emerged (Career Accelerated, Career Insulated, and Career Headwinds) with female faculty disproportionately represented in Career Headwinds, experiencing both high burnout and declines in research productivity. Second, we examine how greater caregiving demands at home and at work—in the form of institutional service—contribute to gender differences. We find female faculty reported greater increases in service demands, and these exerted greater drag on their careers through a larger crowd out of research time. © 2022 Regents of the University of California (RUC).
  • Item type:Publication,
    Sex Differences in Academic Productivity Across Academic Ranks and Specialties in Academic Medicine: A Systematic Review and Meta-analysis Open PDF 
    (2021)
    Ha, Giang L.
    ;
    Lehrer, Eric J.
    ;
    Wang, Ming
    ;
    Holliday, Emma
    ;
    Jagsi, Reshma
    Importance: Despite equal numbers of men and women entering medical school, women are underrepresented in the upper echelons of academic medicine and receive less compensation and research funding. Citation-related publication productivity metrics, such as the h-index, are increasingly used for hiring, salary, grants, retention, promotion, and tenure decisions. Exploring sex differences in these metrics across academic medicine provides deeper insight into why differences are observed in career outcomes. Objective: To systematically examine the available literature on sex differences in h-index of academic faculty physicians across all medical specialties and all levels of academic rank. Data Sources: Medical literature with the term h-index found in PubMed and published between January 1, 2009, and December 31, 2018, was used. Study Selection: A PICOS (Population, Intervention, Comparison, and Outcomes), PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses), and MOOSE (Meta-analysis of Observational Studies in Epidemiology) selection protocol was used to find observational studies that published h-indexes for faculty physicians that were stratified by sex. Studies were excluded if they were review articles, retracted, or unavailable online. Ultimately, 14 of 786 studies (1.78%) met the inclusion criteria. Data Extraction and Synthesis: Data from 9 studies across 16 specialties were examined using weighted random-effects meta-analyses. Five studies were excluded because of overlapping specialties with another study or because they were missing appropriate statistics for the meta-analysis. Four of these studies were included in qualitative synthesis to bring the total to 13 studies. Main Outcomes and Measures: The primary study outcome was the h-index. Results: The meta-analysis included 10 665 North American unique academic physicians across 9 different studies from the years 2009 to 2018. Of the 10 665 physicians, 2655 (24.89%) were women. Summary effect sizes for mean h-indexes of men and women and mean h-index difference between men and women were determined for all faculty physicians and at each academic rank. Overall, female faculty had lower h-indexes than male faculty (mean difference, -4.09; 95% CI, -5.44 to -2.73; P < .001). When adjusting for academic rank, female faculty still had lower h-indexes than male faculty at the ranks of assistant professor (mean difference, -1.3; 95% CI, -1.90 to -0.72; P < .001), associate professor (mean difference, -2.09; 95% CI, -3.40 to -0.78; P = .002), and professor (mean difference, -3.41; 95% CI, -6.24 to -0.58; P = .02). Conclusions and Relevance: In this systematic review and meta-analysis, women had lower h-indexes than men across most specialties and at all academic ranks, but it is unclear why these differences exist. These findings suggest that future investigation should be conducted regarding the causes of lower h-indexes in women and that interventions should be developed to provide a more equitable environment for all physicians regardless of sex.
  • Item type:Publication,
    The Gender-Equality Paradox in Science, Technology, Engineering, and Mathematics Education. Open PDF 
    (2018)
    Stoet, Gijsbert
    ;
    Geary, David C.
    The underrepresentation of girls and women in science, technology, engineering, and mathematics (STEM) fields is a continual concern for social scientists and policymakers. Using an international database on adolescent achievement in science, mathematics, and reading ( N = 472,242), we showed that girls performed similarly to or better than boys in science in two of every three countries, and in nearly all countries, more girls appeared capable of college-level STEM study than had enrolled. Paradoxically, the sex differences in the magnitude of relative academic strengths and pursuit of STEM degrees rose with increases in national gender equality. The gap between boys' science achievement and girls' reading achievement relative to their mean academic performance was near universal. These sex differences in academic strengths and attitudes toward science correlated with the STEM graduation gap. A mediation analysis suggested that life-quality pressures in less gender-equal countries promote girls' and women's engagement with STEM subjects.
  • Item type:Publication,
    Investigating gender differences in research performance of Iranian medical faculty members: A scientometric study
    (2021)
    Sofi-Mahmudi, A.
    ;
    Shamsoddin, E.
    ;
    Mesgarpour, B.
    ;
    Akhondzadeh, S.
    ;
    Kabiri, P.
    Background: Gender differences in scientometric indicators among medical faculty members in Iran was investigated. Methods: The Research performance of the faculty at all universities and institutes of medical sciences in Iran was assessed using the Iranian Scientometric Information Database (ISID) on June 12, 2021. Selected variables in our study were name, gender, university, degree, academic rank, type of faculty, the total number of articles, the total number of citations, self-citation percentage, h-index, citation per article, international cooperation percentage, and the number of research collaborators. The Kruskal-Wallis test was used. The extracted data were analyzed using R v4.0.1 statistical software. Results: A total of 21064 faculty members in 77 universities and institutes of medical sciences were registered in the ISID database, of which 12093 (57.4%) were men. Men faculty members outnumbered women in all academic ranks, except for the “instructor” rank (1134 female instructors against 835 male). In both sexes, most faculty members were assistant professors. There were more articles (346837 vs. 146024) and citations (5177060 vs. 1639246) by men than women. Among the 1789 faculty members with zero articles, 902 (50.4%) were men. One-hundred-and-fifty-four people were among ESI's top researchers' list, with a majority of men (124 people equal to 80.5%). The medians of all the scientometric indicators were higher in men than women. Men had a higher number of articles, the number of citations, h-index, citation per article, percentage of international articles, and co-authors, however, women had lower self-citations (1.56% vs. 2.51%). In all academic ranks, men had higher scientometric indicators. The only exception was the associate professors' self-citation, in which women's citations were higher than that of men (3.5 vs. 3.3). The highest mean h-index was in men with a Ph.D. in Pharmacy (13), men with a Ph.D. by Research (12) and women with a Ph.D. by Research (8.5), respectively. Conclusion: Gender differences were evident in research performance in Iran. Women faculty members of medical sciences in Iran generally had lower scientometric indicators. Copyright © 2021 Sofi-Mahmudi et al. Tehran University of Medical Sciences. Published by Tehran University of Medical Sciences.
  • Item type:Publication,
    Gender Composition and Trends of Journal of Cardiothoracic and Vascular Anesthesia Editorial Board Membership: A 33-Year Analysis, 1987-2019 Open PDF 
    (2019)
    Pagel, Paul S.
    ;
    Freed, Julie K.
    ;
    Lien, Cynthia A.
    OBJECTIVE: Gender disparities in editorial board composition exist in the vast majority of specialties including anesthesiology. If a similar lack of gender parity exists in cardiothoracic anesthesiology is unknown. The authors examined the gender composition and trends of the Journal of Cardiothoracic and Vascular Anesthesia (JCVA) editorial board from the initial year of its publication (1987) to 2019. The authors tested the hypothesis that the proportion of women serving on the JCVA editorial board has steadily increased over the journal's history, but women are underrepresented compared with the percentage of those currently practicing academic cardiothoracic anesthesia in the United States (US). DESIGN: Observational study. SETTING: Internet analysis. PARTICIPANTS: All members of the JCVA editorial board, 1987-2019. INTERVENTIONS: The JCVA editor-in-chief, the associate editor-in-chief, associate editors, section editors, and general editors on the board were extracted from the masthead of a single issue from each calendar year. The years were divided into quartiles (1987-1995, 1996-2003, 2004-2011, and 2012-2019) to collect representative samples of editorial board composition for analysis. MEASUREMENTS AND MAIN RESULTS: A total of 2,797 members of the JCVA editorial board were positively identified (2,477 [88.6%] men; 310 [11.1%] women); 10 (0.3%) editors could not be identified. Four hundred and fourteen associate and section editors were recorded (men 360 [87.0%], women 54 [13.0%]). There were also 2,353 general editors (2,087 [88.7%] men; 256 [10.9%] women). The total number of JCVA board members, associate and section editors, and general editors progressively increased from 1987 to 1995 to 2012 to 2019. The percentage of women serving on the editorial board increased from 2.5% to 15.8%. Increases in the proportion of female general editors from 2.9% to 16.2% were responsible for this overall increase. A gender gap between the percentage of female first authors (data obtained from a previous publication) and editorial board members was observed in each quartile. Editorial board composition was also different than last author distribution in 1987 to 1995 and 2012 to 2019, but not the other 2 time periods. CONCLUSIONS: The results demonstrate that the proportion of women serving on the JCVA editorial board has steadily increased over the journal's history. Nevertheless, women continue to be underrepresented on the JCVA board compared with the percentage of US female academic cardiothoracic anesthesiologists, and gender gaps between first and last authorship and board composition also persist.
  • Item type:Publication,
    Making it to the PhD: Gender and student performance in sub-Saharan Africa Open PDF 
    (2020)
    Fisher, Monica
    ;
    Nyabaro, Violet
    ;
    Mendum, Ruth
    ;
    Osiru, Moses
    Women's underrepresentation in science, technology, engineering, and mathematics (STEM) impedes progress in solving Africa's complex development problems. As in other regions, women's participation in STEM drops progressively moving up the education and career ladder, with women currently constituting 30% of Africa's STEM researchers. This study elucidates gender-based differences in PhD performance using new survey data from 227 alumni of STEM PhD programs in 17 African countries. We find that, compared to their male counterparts, sampled women had about one less paper accepted for publication during their doctoral studies and took about half a year longer to finish their PhD training. Negative binomial regression models provide insights on the observed differences in women's and men's PhD performance. Results indicate that the correlates of publication productivity and time to PhD completion are very similar for women and men, but some gender-based differences are observed. For publication output, we find that good supervision had a stronger impact for men than women; and getting married during the PhD reduced women's publication productivity but increased that of men. Becoming a parent during the PhD training was a key reason that women took longer to complete the PhD, according to our results. Findings suggest that having a female supervisor, attending an institution with gender policies in place, and pursuing the PhD in a department where sexual harassment by faculty was perceived as uncommon were enabling factors for women's timely completion of their doctoral studies. Two priority interventions emerge from this study: (1) family-friendly policies and facilities that are supportive of women's roles as wives and mothers and (2) fostering broader linkages and networks for women in STEM, including ensuring mentoring and supervisory support that is tailored to their specific needs and circumstances.
  • Item type:Publication,
    Gender disparity in academic performance in anaesthesiology in the Benelux Open PDF 
    (2020)
    Boerman, L.M.
    ;
    Bullens, A.J.M.
    ;
    van der Wal, R.A.B.