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Item type:Publication, “Breaking barriers: The power of self-efficacy in combating occupational stigma and advancing gender equity in nursing education” Open PDF(Elsevier BV, 2025-06) ;Atta, Mohamed Hussein Ramadan ;Madkour, Asmaa Mohamed Ahmed ;Hamad, Nagwa Ibrahim Mohamed ;Abdallah, Haitham Mokhtar MohamedAlkubati, Sameer A.BACKGROUND: Nursing students may encounter occupational stigma due to prevailing stereotypes and perceptions of nursing as a gendered and undervalued profession. Occupational stigma in nursing can contribute to decreased motivation, limited job satisfaction, and hindered professional growth, potentially impacting students' career choices and commitment to the profession. AIM: This research explores how self-efficacy can mitigate the effects of occupational stigma among nursing students and promote gender equity by encouraging both male and female students to pursue nursing confidently and with a sense of professional pride. METHOD: This study utilized a cross-sectional descriptive research design on 560 nursing students, which was conducted at the Faculty of Nursing, XXX University, XXX. Three validated instruments were used: The Nurse Occupational Stigma Scale, The Gender Equity Scale in Nursing Education, and The Student Self-Efficacy Scale. Multiple linear regression was conducted to identify predictors of occupational stigma and gender equity, with AMOS software used for mediation analysis. FINDINGS: Gender equity was negatively correlated with nurse occupational stigma (r = -0.124, p = 0.003), a positive correlation was found between gender equity and student self-efficacy (r = 0.098, p = 0.020), and nurse occupational stigma had a strong positive correlation with student self-efficacy (r = 0.345, p < 0.001). The structural equation model (SEM) suggests that self-efficacy contributes directly to perceptions of occupational stigma without mediation by gender equity. Significant predictors of gender equity included age (p < 0.001) and gender, with females reporting lower gender equity (p < 0.001), income level (p = 0.029), academic level (third level, p < 0.001), and self-efficacy (p = 0.002). For nurse occupational stigma, predictors included age (p = 0.023), income (p = 0.002), academic level (p < 0.001), and self-efficacy (p < 0.001). RECOMMENDATION: The findings of this study highlight the importance of fostering inclusive and equitable environments in nursing education and practice settings. Promoting gender equity may help reduce occupational stigma, thereby improving job satisfaction and retention rates within the nursing profession.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, PrassannaIt 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, The gender gap in science: How long until women are equally represented? Open PDF(2018) ;Holman, Luke ;Stuart-Fox, DeviHauser, Cindy E.Women comprise a minority of the Science, Technology, Engineering, Mathematics, and Medicine (STEMM) workforce. Quantifying the gender gap may identify fields that will not reach parity without intervention, reveal underappreciated biases, and inform benchmarks for gender balance among conference speakers, editors, and hiring committees. Using the PubMed and arXiv databases, we estimated the gender of 36 million authors from >100 countries publishing in >6000 journals, covering most STEMM disciplines over the last 15 years, and made a web app allowing easy access to the data (https://lukeholman.github.io/genderGap/). Despite recent progress, the gender gap appears likely to persist for generations, particularly in surgery, computer science, physics, and maths. The gap is especially large in authorship positions associated with seniority, and prestigious journals have fewer women authors. Additionally, we estimate that men are invited by journals to submit papers at approximately double the rate of women. Wealthy countries, notably Japan, Germany, and Switzerland, had fewer women authors than poorer ones. We conclude that the STEMM gender gap will not close without further reforms in education, mentoring, and academic publishing.