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  • Item type:Publication,
    Trends in Women Authoring Editorials in Cardiothoracic Surgery Journals. Open PDF 
    (2026-05-01)
    Lee, Emily Hyunmin
    ;
    Gomes, Zoya
    ;
    Kim, Jinny Minji
    ;
    Liblik, Kiera
    ;
    Travis, Nicole
    INTRODUCTION: Women have historically been underrepresented in leadership positions and academia in cardiothoracic surgery, creating barriers to career advancement and limiting role models for trainees. While publications are used to measure success in academia, invited articles such as editorials often represent a formal recognition of expertise. The objective of this study was to identify trends in the gender of editorial authors published in cardiothoracic surgery journals. METHODS: Editorials published between 2018 and 2022 across 16 peer-reviewed cardiothoracic surgery journals were analyzed. Author gender was estimated using a validated tool (https://gender-api.com/) with additional verification using available institutional profiles. RESULTS: In total, 806 editorials were published with a total of 1,858 authors (293 women, 16%). Women authors were predominantly from the United States of America (45%) followed by India (9%) and Germany (8%). The percentage of women first authors increased between 2018 and 2022 (P < 0.001); 9% in 2018, 9% in 2019, 17% in 2020, 16% in 2021, and 23% in 2022. A similar trend was observed for women senior authorship (P < 0.0001) (6% in 2018, 9% in 2019, 14% in 2020, 15% in 2021, and 18% in 2022) as well as for editorials with all-women authorship (P < 0.0001), increasing steadily from 9% in 2018 to 20% in 2022. CONCLUSION: Women authorship in editorials published in cardiothoracic surgery journals has steadily increased in recent years. Despite progress, women still make up less than a quarter of first and senior authors, highlighting a critical gap in gender equity in academic leadership that must be urgently addressed.
  • Item type:Publication,
    Understanding the significant underrepresentation of women in radiology Open PDF 
    (Elsevier BV, 2026-03)
    Peraka, Veena
    ;
    Raj, Karuna
    ;
    Champine, Julie
    ;
    Ozcan, Bersu
    ;
    Dogan, Basak
    The aim of this systematic review is to highlight the reasons for a significant underrepresentation of women in radiology. We systematically examined the gender disparity within radiology across career stages, including medical school, residency training, and faculty positions. A comprehensive literature analysis was conducted to identify the determinants influencing female medical students' and physicians' pursuit of radiology. Despite women making up approximately half of medical school graduates, their representation in radiology remains disproportionately low. Contributing factors include a scarcity of female mentors and insufficient exposure to radiology during medical training, leading to persistent misconceptions about the specialty. Additionally, female radiology faculty members encounter challenges, including gender bias and difficulty advancing in leadership positions, which contribute to professional dissatisfaction. Strategies like the formation of Women in Radiology groups and institutional initiatives have been established to increase mentorship for female trainees and progression of faculty in their careers. The underrepresentation of women is a concern that warrants attention due to the unique collaborative and empathetic dimensions that women contribute to patient care and education. Throughout their careers, women encounter numerous obstacles that affect their exposure to, involvement in, and satisfaction with the field. Addressing these barriers is crucial for enhancing the presence and influence of women in radiology.
  • Item type:Publication,
    Gender disparities among speakers at major spine conferences Open PDF 
    (Elsevier BV, 2025-10)
    Lee, Yunsoo
    ;
    Issa, Tariq Z.
    ;
    Lambrechts, Mark J.
    ;
    Carey, Preston
    ;
    Becsey, Alexander
    PURPOSE: To examine 10-year trends in gender representation in speaking roles at major spine conferences. BACKGROUND CONTEXT: Medical conferences play an important role in career opportunities. There is little analysis on gender representation of major spine conferences despite several studies demonstrating gender disparities within spine surgery. STUDY DESIGN: Observational study. SAMPLE: A total of 20,181 abstract speakers across 10 years of academic conferences for 6 spine societies. OUTCOME MEASURES: Percent of female abstract presenters. MATERIALS AND METHODS: We collated the annual meeting programs of six major spine conferences (North American Spine Society (NASS), Scoliosis Research Society (SRS), International Meeting on Advanced Spine Techniques (IMAST), Global Spine Congress (GSC), American Association of Neurological Surgeons/Congress of Neurological Surgeons (AANS/CNS) Spine Summit, and the Cervical Spine Research Society (CSRS)) dating from 2013 to 2022. Departmental websites, society webpages, or personal social media were identified for images or the use of gendered pronouns in order to determine speaker gender for each speaker type. All categorical variables were compared using Pearson chi-square analysis. RESULTS: Women constituted 1,816 (9.0%) of all 20,181 identified conference speakers. Female representation was highest at NASS (N=680, 12.2%) but lowest at CSRS (6.6%) and GSC (7.1%). Spine Summit (7.4%), IMAST (9.92%), and GSC (9.87%) demonstrated the largest annual percent increases in female representation. Institutions in Middle East and Africa (1.4%), and Central and South America (1.8%) supported the lowest percent of female speakers. Women were significantly less likely to be speakers or moderators/course faculty than to be podium abstract presenters (p<.001). The percent of women as invited speakers (10.4% vs 5.5%, p=.001) and moderators (11.4% vs 3.7%, p<.001) increased significantly over the study period, with annual increases of 8.8% and 20.8%, respectively, from 2013 to 2022 (p<.001). CONCLUSIONS: While academic spine societies have made significant progress in promoting gender representation, especially among invited speakers and session moderators, women continue to be underrepresented compared to the percent of women in orthopedic surgery and neurosurgery
  • Item type:Publication,
    Research Conducted in Women Was Deemed More Impactful but Less Publishable than the Same Research Conducted in Men Open PDF 
    (Mary Ann Liebert, Inc., publishers, 2021)
    Murrar, Sohad
    ;
    Johnson, Paula A.
    ;
    Lee, You-Geon
    ;
    Carnes, Molly
    Background: Female scientists, who are more likely than their male counterparts to study women and report findings by sex/gender, fare worse in the article peer review process. It is unknown whether the gender of research participants influences the recommendation to publish an article describing the study. Materials and Methods: Reviewers were randomly assigned to evaluate one of three versions of an article abstract describing a clinical study conducted in men, women, or individuals. Reviewers assessed the study's scientific rigor, its level of contribution to medical science, and whether they would recommend publishing the full article. Responses were analyzed with logistic regression controlling for reviewer background variables, including sex and experience level. Results: There was no significant difference in perceived research rigor by abstract condition; contribution to medical science was perceived to be greater for research conducted in women than men (odds ratio = 1.7; p = 0.030). Nevertheless, reviewers were almost twice as likely to recommend publication for research conducted in men than the same research conducted in women (predicted probability 0.606 vs. 0.322; p = 0.000). Conclusions: These results are consistent with abundant data from multiple sources showing a lower societal value placed on women than men. Because female investigators are more likely than male investigators to study women, our findings suggest a previously unrecognized bias that could contribute to gender asymmetries in the publication outcomes of peer review. This pro-male publication bias could be an additional barrier to leadership attainment for women in academic medicine and the advancement of women's health.
  • Item type:Publication,
    Persistent gender disparity in leading dental publications across 4 decades: an observational study Open PDF 
    (2024)
    Moreno, Laura Barreto
    ;
    Franco, Marina Christ
    ;
    Karam, Sarah Arangurem
    ;
    van de Sande, Françoise Hélène
    ;
    Montagner, Anelise Fernandes
    OBJECTIVES: This observational study assessed the differences in the gender of the first and last authors in the most-cited dental articles over the last 4 decades. STUDY DESIGN AND SETTING: Articles were obtained through an electronic search of the most-cited articles in dentistry by decade (total n = 400 articles). The 100 most-cited studies in each decade (1980-1989, 1990-1999, 2000-2009, and 2010-2019), with any study design, with results in dentistry were eligible. The gender of the first and last authors was determined using the Genderize database. Comparative evaluation of gender distribution in general and across the 4 decades was performed with the Chi-square test, and the contribution of variables on the citation rate of articles was performed using linear regression. RESULTS: There were statistical differences between the gender distributions, with a predominance of men in the first (83.8%) and the last (86.8%) positions (P < .001). Over the decades, there was a tendency for an increase in the proportion of women as the last author (P = .002; Chi-square trend Test), with an increase of women from 6% to 22% across the last 4 decades. However, no statistically significant differences were observed between the genders for the first author in the last 4 decades (P = .163; Chi-square trend Test). CONCLUSION: The findings indicate that men lead a large percentage of the most-cited articles in dentistry and that this trend has not shown substantial modifications over the last years. Nonetheless, for the position of last authorship, an increase in women's representativity was observed over the last decades.
  • Item type:Publication,
    Who am I, and who are you, and who are we? A Scientometric Analysis of Gender and Geography in HCI
    (2022)
    McKay, D.
    ;
    Zhang, H.
    ;
    Buchanan, G.
    Conference authorship, attendance and presentation is a key measure of quality in the HCI academic, yet we know conferences are not equally accessible for reasons that have nothing to do with quality. In this paper we examine two axes of diversity: gender, and geographic location (of both authors and conferences) and examine how they affect participation at major HCI conferences. Diversity in a group is associated with better outcomes from its work, and HCI has made numerous contributions to increasing representation in other communities. Reflecting on our own situation can produce recommendations for the planning of future HCI conferences, and identify challenges of representation that the HCI community should endeavor to address. © 2022 ACM.
  • Item type:Publication,
    Multilevel analysis of global scientific production on parenthood, human development and gender equality. Open PDF 
    (2020)
    Maroto-Navarro, Gracia
    ;
    Ocaña-Riola, Ricardo
    ;
    Gil-García, Eugenia
    ;
    García-Calvente, María Del Mar
    OBJECTIVE: To compare worldwide differences in scientific production on fatherhood and motherhood (quantity, start time and evolution over time), to determine the international geographic distribution of articles on fatherhood, and, to examine the relationship between the human development index (HDI), the global gender gap index (GGGI), and the number of articles on fatherhood. METHOD: Descriptive analysis of articles on fatherhood and motherhood from the Scopus database 1788-2016, and longitudinal analysis 2006-2015 of the relationship between scientific production on fatherhood, the HDI and the GGGI, by means of a multilevel model with Poisson distribution and extra-Poisson parameter. RESULTS: We observed four times fewer articles on fatherhood than on motherhood. Articles on fatherhood were developed later than those on motherhood, and most (85%) were published in the last two decades, when they increased more than articles on motherhood. We identified geographical inequalities, with North America, Europe and Oceania leading the way. There is a statistically significant relationship between the increase in the HDI and the GGGI in world countries, and the increase in the articles on fatherhood. CONCLUSIONS: Socially built knowledge around fatherhood and motherhood is unequal. It is essential to develop non-parcelled, undivided and non- reductionist knowledge in the reproductive field. It is necessary to make men visible as fathers in the scientific sphere, to break gender stereotypes, and to incorporate childrearing co-responsibility in social policies and practices as a matter of right.
  • Item type:Publication,
    Gender Factors in Reviewer Recommendations for Manuscript Publication Open PDF 
    (1990)
    Lloyd, Margaret E.
    This study investigated whether the gender of manuscript authors affected reviewers' editorial decisions. Female and male reviewers for five behavioral journals were asked to evaluate identical manuscripts according to their usual criteria. Half the manuscripts were supposedly written by men and half by women. Male reviewers did not evaluate male- and female-authored manuscripts differently. Female reviewers accepted significantly more female-authored (62%) than male-authored (10%) manuscripts. Female-authored manuscripts were accepted significantly more often by female (62%) than by male (21%) reviewers. Information unrelated to the quality of the manuscript appears to have influenced reviewers' decisions. Implications for the journal review process are discussed.
  • Item type:Publication,
    Predicting the future impact of Computer Science researchers: Is there a gender bias? Open PDF 
    (2022)
    Kuppler, M.
    The advent of large-scale bibliographic databases and powerful prediction algorithms led to calls for data-driven approaches for targeting scarce funds at researchers with high predicted future scientific impact. The potential side-effects and fairness implications of such approaches are unknown, however. Using a large-scale bibliographic data set of N = 111,156 Computer Science researchers active from 1993 to 2016, I build and evaluate a realistic scientific impact prediction model. Given the persistent under-representation of women in Computer Science, the model is audited for disparate impact based on gender. Random forests and Gradient Boosting Machines are used to predict researchers’ h-index in 2010 from their bibliographic profiles in 2005. Based on model predictions, it is determined whether the researcher will become a high-performer with an h-index in the top-25% of the discipline-specific h-index distribution. The models predict the future h-index with an accuracy of R2= 0.875 and correctly classify 91.0% of researchers as high-performers and low-performers. Overall accuracy does not vary strongly across researcher gender. Nevertheless, there is indication of disparate impact against women. The models under-estimate the true h-index of female researchers more strongly than the h-index of male researchers. Further, women are 8.6% less likely to be predicted to become high-performers than men. In practice, hiring, tenure, and funding decisions that are based on model predictions risk to perpetuate the under-representation of women in Computer Science. © 2022, The Author(s).
  • Item type:Publication,
    Contemporary psychology and women: A gender analysis of the scientific production Open PDF 
    (2019)
    González-Álvarez, J.
    ;
    Cervera-Crespo, T.
    Despite important advances made in recent decades, women are still underrepresented in science (less than 30% of authorships). This study presents a bibliometric analysis of all the Psychology articles published in 2009 included in the Web of Science database (Thomson Reuters) in order to examine the contribution of women in contemporary Psychology, their pattern of research collaboration, the scientific content and the scientific impact from a gender perspective. From a total of 90,067 authorships, gender could be identified in 74,413 (82.6%) of them, being 40,782 (54.8%) male authorships and 33,631 (45.2%) female authorships. These data corresponded to 24,477 (49.9%) individual men and 24,553 (50.1%) women, respectively. Therefore, Psychology presents gender parity in the number of authors, and a gender asymmetry in the number of authorships that it is much lower than in science in general and other specific scientific fields. In relative terms, women tend to be concentrated in the first position of the authorship by-line and much less in the last (senior) position. This double pattern suggests that age probably plays a role in (partly) explaining the slight gender disparity of authorships. © 2017 International Union of Psychological Science