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  • Item type:Publication,
    Gender Disparities in Interventional Pain Medicine: Representation, Leadership, and Compensation Open PDF 
    (Wiley, 2026-05-06)
    Catalanotto, Marissa
    ;
    Kim, Serena Jiyeon
    ;
    Javed, Saba
    INTRODUCTION: Despite increasing representation of women in medicine overall, significant gender disparities persist in procedural specialties such as interventional pain medicine. Women remain underrepresented as speakers at national pain conferences and in leadership roles. Additionally, a pay gap between female and male pain physicians remains. This study aims to objectively demonstrate the above-mentioned inequities. METHODS: National conference faculty were analyzed across five major pain societies (ASRA, NANS, AAPM, ASIPP, ASPN) from 2020 to 2024 annual conference agendas. Gender was assigned based on publicly available information. Leadership roles were assessed by identifying the gender of pain fellowship program directors and pain medicine department chairs. Lastly, using the Association of American Medical Colleges (AAMC) Faculty Salary Report (2021-2024), we examined the compensation gap and difference in salary growth rates between genders. RESULTS: Across national conferences, only 25% of speakers were female, with ASRA demonstrating the most consistent female representation. Of the pain medicine fellowship programs studied, there were 36 (32.7%) female program directors and 25 (23.8%) female department chairs. Programs led by female program directors had significantly higher proportions of female faculty (OR = 1.97, CI [1.45, 2.68], p < 0.0001). Salary data revealed that at every academic rank, women in pain medicine faculty earned less than their male counterparts. Additionally, there is a statistically significant difference between the salary growth rates of male and female associate professors between 2021 and 2024 (F = 12.25, p < 0.05). CONCLUSION: Substantial gender disparities remain in visibility at national conferences, academic leadership, and compensation in pain medicine. Female-led academic programs demonstrate more gender-diverse faculties, highlighting the importance of representation in leadership. Focused efforts are needed to promote mentorship, equitable hiring, and transparency in pay and speaking opportunities to foster a more inclusive field.
  • Item type:Publication,
    Gender disparities in the author bylines of articles published in clinical neuropsychology journals from 1985 to 2019 Open PDF 
    (2022)
    Matchanova, Anastasia
    ;
    Avci, Gunes
    ;
    Babicz, Michelle A.
    ;
    Thompson, Jennifer L.
    ;
    Johnson, Briana
    Objective: Women are becoming more prevalent in clinical neuropsychology, but gender bias and disparities persist across multiple professional domains. This study examined potential gender disparities in historical authorship trends across commonly read journals in clinical neuropsychology. Method: Analyses were conducted on 10,531 articles published in six clinical neuropsychology journals from 1985 to 2019. Each author was coded as either a man or a woman using the OpenGenderTracking Project database. Results: On average, women comprised 43.3% (±30.6) of the authors listed in clinical neuropsychology article bylines and were lead and/or corresponding author on 50.3% of these papers. Findings varied by journal, with Child Neuropsychology having the best representation of women across several study metrics. Women comprised an increasing proportion of authors over time and the gender gap in clinical neuropsychology is smaller than was recently reported for the broader field of psychology; nevertheless, the recent rates of women as authors lag behind the prevalence of women in clinical neuropsychology. Encouragingly, gender was not associated with the number of times an article was cited. Articles that included women in leadership roles had significantly more authors overall and specifically more women authors. Conclusions: Women are under-represented as authors in clinical neuropsychology journals, but they are becoming more common and their papers are cited just as frequently as men. Efforts to increase women as research mentors and sponsors may help to further close the publishing gender gap in clinical neuropsychology.
  • Item type:Publication,
    Author-level data confirm the widening gender gap in publishing rates during COVID-19 Open PDF 
    (2022)
    Madsen, Emil Bargmann
    ;
    Nielsen, Mathias Wullum
    ;
    Bjørnholm, Josefine
    ;
    Jagsi, Reshma
    ;
    Andersen, Jens Peter
    Publications are essential for a successful academic career, and there is evidence that the COVID-19 pandemic has amplified existing gender disparities in the publishing process. We used longitudinal publication data on 431,207 authors in four disciplines - basic medicine, biology, chemistry and clinical medicine - to quantify the differential impact of COVID-19 on the annual publishing rates of men and women. In a difference-in-differences analysis, we estimated that the average gender difference in publication productivity increased from -0.26 in 2019 to -0.35 in 2020; this corresponds to the output of women being 17% lower than the output of men in 2109, and 24% lower in 2020. An age-group comparison showed a widening gender gap for both early-career and mid-career scientists. The increasing gender gap was most pronounced among highly productive authors and in biology and clinical medicine. Our study demonstrates the importance of reinforcing institutional commitments to diversity through policies that support the inclusion and retention of women in research.
  • Item type:Publication,
    Declining racial and ethnic representation in clinical academic medicine: A longitudinal study of 16 US medical specialties Open PDF 
    (2018)
    Lett, Elle
    ;
    Orji, Whitney U.
    ;
    Sebro, Ronnie
    OBJECTIVE: To evaluate trends in racial, ethnic, and sex representation at US medical schools across 16 specialties: internal medicine, pediatrics, surgery, psychiatry, radiology, anesthesiology, obstetrics and gynecology, neurology, family practice, pathology, emergency medicine, orthopedic surgery, ophthalmology, otolaryngology, physical medicine and rehabilitation, and dermatology. Using a novel, Census-derived statistical measure of diversity, the S-score, we quantified the degree of underrepresentation for racial minority groups and female faculty by rank for assistant, associate, and full professors from 1990-2016. METHODS: This longitudinal study of faculty diversity uses data obtained from the American Association of Medical Colleges (AAMC) Faculty Roster from US allopathic medical schools. The proportion of professors of racial minority groups and female faculty by rank was compared to the US population based on data from the US Census Bureau. The Roster includes data on 52,939 clinical medical faculty in 1990, and 129,545 in 2016, at the assistant professor level or higher. The primary measure used in this study was the S-score, a measure of representation based on the probability of the observed frequency of faculty from a racial/ethnic group and sex, given the racial and ethnic distribution of the US. Pearson correlations and 95% confidence intervals for S-score with time were used to measure trends. RESULTS: Blacks and Hispanics showed statistically significant trends (p<0.05) towards increasing underrepresentation in most specialties and are more underrepresented in 2016 than in 1990 across all ranks and specialties analyzed, except for Black females in obstetrics & gynecology. White females were also underrepresented in many specialties and in a subset of specialties trended toward greater underrepresentation. CONCLUSIONS: Current efforts to improve faculty diversity are inadequate in generating an academic physician workforce that represents the diversity of the US. More aggressive measures for faculty recruitment, retention, and promotion are necessary to reach equity in academia and healthcare.
  • Item type:Publication,
    Gender differences in how scientists present the importance of their research: observational study Open PDF 
    (2019)
    Lerchenmueller, Marc J.
    ;
    Sorenson, Olav
    ;
    Jena, Anupam B.
    OBJECTIVES: Women remain underrepresented on faculties of medicine and the life sciences more broadly. Whether gender differences in self presentation of clinical research exist and may contribute to this gender gap has been challenging to explore empirically. The objective of this study was to analyze whether men and women differ in how positively they frame their research findings and to analyze whether the positive framing of research is associated with higher downstream citations. DESIGN: Retrospective observational study. DATA SOURCES: Titles and abstracts from 101 720 clinical research articles and approximately 6.2 million general life science articles indexed in PubMed and published between 2002 and 2017. MAIN OUTCOME MEASURES: Analysis of article titles and abstracts to determine whether men and women differ in how positively they present their research through use of terms such as "novel" or "excellent." For a set of 25 positive terms, we estimated the relative probability of positive framing as a function of the gender composition of the first and last authors, adjusting for scientific journal, year of publication, journal impact, and scientific field. RESULTS: Articles in which both the first and last author were women used at least one of the 25 positive terms in 10.9% of titles or abstracts versus 12.2% for articles involving a male first or last author, corresponding to a 12.3% relative difference (95% CI 5.7% to 18.9%). Gender differences in positive presentation were greatest in high impact clinical journals (impact factor >10), in which women were 21.4% less likely to present research positively. Across all clinical journals, positive presentation was associated with 9.4% (6.6% to 12.2%) higher subsequent citations, and in high impact clinical journals 13.0% (9.5% to 16.5%) higher citations. Results were similar when broadened to general life science articles published in journals indexed by PubMed, suggesting that gender differences in positive word use generalize to broader samples. CONCLUSIONS: Clinical articles involving a male first or last author were more likely to present research findings positively in titles and abstracts compared with articles in which both the first and last author were women, particularly in the highest impact journals. Positive presentation of research findings was associated with higher downstream citations.
  • Item type:Publication,
    Breaking the Gender Gap: A Two-part Observational Study of the Gender Disparity Among Korean Academic Emergency Physicians Open PDF 
    (2020)
    Lee, Mi Jin
    ;
    Kim, ChangHo
    OBJECTIVES: Despite greater access to training positions and the presence of more women in emergency medicine, it has remained a men-dominated field. This study aims to identify the key issues causing the gender gap in Korea and establish measures to overcome them. METHODS: Using the annual statistical reports of the National Emergency Medical Center and data published on the Korean Society of Emergency Medicine website, cases that listed the current status and positions of members in its organization and its committees were analyzed. Secondary analysis was conducted using data from the 2015 Korean Society of Emergency Survey that included physicians' demographics, academic ranking, years of experience, clinical work hours, training and board certification, core faculty status, position, and salaries. RESULTS: As of September 2019, women account for only 12.7% of the total number of emergency physicians (EP) in Korea; of 119 chair/ vice-chair academic positions, women represented only 9.2%. Women EP were more often assistant professors and fellowship-trained, with fewer in core faculty. However, they worked the same numbers of clinical hours as their men counterparts. The median annual salary of women EP was less than that of men EP after adjusting for academic hospital rank, clinical hours, and core faculty status. CONCLUSIONS: A gender gap still exists among Korean EP, and women earn less than men regardless of their rank, clinical hours, or training. Future studies should evaluate more data and develop system-wide practices to eliminate gender disparities.
  • Item type:Publication,
    Gender disparities in coronavirus disease 2019 clinical trial leadership Open PDF 
    (2021)
    Cevik, Muge
    ;
    Haque, Syed Arefinul
    ;
    Manne-Goehler, Jennifer
    ;
    Kuppalli, Krutika
    ;
    Sax, Paul E.
    OBJECTIVES: To compare the gender distribution of clinical trial leadership in coronavirus disease 2019 (COVID-19) clinical trials. METHODS: We searched https://clinicaltrials.gov/ and retrieved all clinical trials on COVID-19 from 1 January 2020 to 26 June 2020. As a comparator group, we have chosen two fields that are not related to emerging infections and infectious diseases: and considered not directly affected by the pandemic: breast cancer and type 2 diabetes mellitus (T2DM) and included studies within the aforementioned study period as well as those registered in the preceding year (pre-study period: 1 January 2019 to 31 December 2019). Gender of the investigator was predicted using the genderize.io application programming interface. The repository of the data sets used to collect and analyse the data are available at https://osf.io/k2r57/. RESULTS: Only 27.8% (430/1548) of principal investigators among COVID-19-related studies were women, which is significantly different compared with 54.9% (156/284) and 42.1% (56/133) for breast cancer (p < 0.005) and T2DM (p < 0.005) trials over the same period, respectively. During the pre-study period, the proportion of principal investigators who were predicted to be women were 49.7% (245/493) and 44.4% (148/333) for breast cancer and T2DM trials, respectively, and the difference was not statistically significant when compared with results from the study period (p > 0.05). CONCLUSION: We demonstrate that less than one-third of COVID-19-related clinical trials are led by women, half the proportion observed in non-COVID-19 trials over the same period, which remained similar to the pre-study period. These gender disparities during the pandemic may not only indicate a lack of female leadership in international clinical trials and involvement in new projects but also reveal imbalances in women's access to research activities and funding during health emergencies.
  • Item type:Publication,
    Despite Growing Number of Women Surgeons, Authorship Gender Disparity in Orthopaedic Literature Persists Over 30 Years Open PDF 
    (2020)
    Brown, Meghan A.
    ;
    Erdman, Mary Kate
    ;
    Munger, Alana M.
    ;
    Miller, Anna N.
    BACKGROUND: The most recent demographic data reveal that only 6.5% of practicing orthopaedic surgeons are women, and as far as we know, only two women have held chair positions in academic orthopaedic programs in the United States. Furthermore, orthopaedic surgery is the least gender-diverse speciality recognized by the Accreditation Council for Graduate Medical Education. The factors that contribute to the lack of gender diversity in orthopaedics remain ill-defined. A lag in publication productivity may be a barrier to career advancement for women orthopaedic surgeons, but this has not been well studied. QUESTIONS/PURPOSES: (1) What is the proportion of orthopaedic studies published in six major orthopaedic journals by women first or senior authors from 1987 to 2017? (2) Did men and women orthopaedic surgeons publish in equal proportions during the study period (measured in 5-year intervals)? (3) Are there differences in the characteristics (such as study type or subject focus) of orthopaedic publications authored by women and those authored by men? (4) Has the increased proportion of practicing women orthopaedic surgeons been matched by an equal increase in authorship by women orthopaedic surgeons during the study timeframe? METHODS: A cross-sectional analysis was designed to characterize trends in authorship of orthopaedic studies by women over time. All publications from the first issue of each of six major orthopaedic journals were evaluated at seven time points (1987, 1992, 1997, 2002, 2007, 2012, and 2017). Characteristics of each first and senior author (including gender, academic degree, and specialty), and study category of each publication were collected. Articles for which this information was not available were excluded (35 of 1073, or 3.3% of published studies, no difference in proportion of excluded studies between journals). The proportions of women and men authors were compared at the seven time points and for six study categories (basic science, case report/technique article, clinical medicine, economics/practice management, editorial content [including true editorials, letters to the editor, commentaries, and book reviews] and review/meta-analysis) using a Fisher's exact test or chi-squared analysis. We compared the rates of change of women authorship, practicing women orthopaedic surgeons, and women orthopaedic residents during the study period using an ANOVA and Tukey's honestly significant difference (HSD) post-hoc test with Cohen's D measure of effect size. RESULTS: From 1987 to 2017, only 1.7% (15 of 880) of senior authors and 4.4% (46 of 1038) of first authors of orthopaedic publications were women orthopaedic surgeons. Based on population proportions (that is, percent of practicing women orthopaedic surgeons compared with men), the proportion of women senior authors was less than would be expected at each time point after 1987 compared with men. There were no differences between the types of studies authored by women or men. Finally, during the study period, the rate of growth of women senior authorship was less than the rates of growth of both practicing women orthopaedic surgeons (d = 5.3, 95% CI, 4.8-5.6; p = 0.023) and women first authorship (d = -4.3, 95% CI -4.6 to -3.6, p = 0.030; estimated mean 3.3, p = 0.013). CONCLUSIONS: Women orthopaedic surgeons published a small proportion of academic orthopaedic research from 1987 to 2017, and women senior authors consistently published less than would be expected based on their population proportion compared with men orthopaedic surgeons. Furthermore, the growth of practicing women orthopaedic surgeons has not been matched by growth in senior authorship by women over the same timeframe. CLINICAL RELEVANCE: This discrepancy warrants further exploration because a low rate of publication may negatively impact the career advancement of women orthopaedic surgeons and contribute to the overall lack of gender diversity in orthopaedics. We suggest that journals and publishers review their editorial processes to ensure blinding of author names during peer review and editorial decision-making, and to disclose those review processes to authors. We also suggest that institutions encourage women trainees and junior faculty to participate in mentorship programs and specialty societies that promote academic productivity.
  • Item type:Publication,
    The Persistence of Sex Bias in High-Impact Clinical Research Open PDF 
    (2022)
    Barlek, Mark H.
    ;
    Rouan, Jessica R.
    ;
    Wyatt, Thomas G.
    ;
    Helenowski, Irene
    ;
    Kibbe, Melina R.
    INTRODUCTION: Sex bias is present in clinical research resulting in disparities in the treatment of women. Our objective was to identify the prevalence of sex inclusiveness of participants in human clinical trials after the passage of National Institutes of Health (NIH) and United States Congress policies in 2015 and 2016 to increase female enrollment in clinical research. METHODS: We performed an observational analysis of data from registered clinical trials published in three high-impact biomedical journals from January 1, 2015 to December 31, 2019. RESULTS: One thousand four hundred and forty two manuscripts with 4,765,783 human subjects were included for analysis. Significantly more males (56%) than females (44%) were included in all three journals (P < 0.0001). Sex matching ≥ 80% was found in 24.6% of publications. Industry funded 43.7% of all studies enrolling significantly more males than females (60.8% versus 39.2%, P < 0.0001). NIH funded 10.2% of studies enrolling significantly more females than males (52.7% versus 47.3%, P < 0.0001). North America and Europe contributed 82.6% of the studies with each enrolling significantly more males than females (P < 0.0001). The United States was the country contributing the most studies (36.1%), enrolling significantly more males than females (55.5% versus 45.5%, P < 0.0001). Cardiovascular disease was the subject area of the most manuscripts among medical specialties (19%), enrolling significantly more males than females (64.9% versus 35.1%, P < 0.0001). Studies analyzed by clinical trial phase, type, trial, and allocation enrolled significantly more males than females (P < 0.0001). CONCLUSIONS: Sex bias remains prevalent in human clinical research trials. Improvements have been made in NIH-funded clinical trials; however, this constitutes a small percentage of overall studies.