Professional Scientist/Researcher
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.
This visualization allows one to view the past, present, and (estimated) future gender ratio of authors on academic publications listed on PubMed. The four buttons at the top allow subsetting of the data by journal, research discipline, the author's country of affiliation, and position in the author list (where 'overall' includes all authors).
Theodore Hodapp, Director of the NSF INCLUDES: IGEN Project presents the hard facts which show the disparities of equity in graduate programs across STEM disciplines. Hodapp hares how IGEN and its disciplinary society parters and bridge program institutions are tackling this issue and making a difference in increasing equity in graduate STEM education through a bridge program model offered at partner institutions.
Executive Summary
At the January 2017 AAS meeting in Texas, the AAS Council (now the AAS Board of Trustees) approved the creation of a Task Force on Diversity and Inclusion in Astronomy Graduate Education. This document details the charge, goals, membership, structure, and activities of the task force.
This report examines over 150 indicators, looking at academic experiences and outcomes, and how these educational journeys differ, by race and ethnicity.
When graduate admissions committees meet to review applicant files, letters of recommendation are one component of the holistic review process that provides information about the applicant’s previous work, personality, and potential for success as a doctoral student. In order to ensure that letters of recommendation are effective tools for enhancing equity, we must critically assess how we write, read, and solicit letters of recommendation.
"Geoscience graduate programs are increasingly abandoning the controversial test as an admissions requirement, a welcome development for equity and inclusion in the field. How can your school be next?"
"Julie Posselt, Theresa Hernandez, Deborah Southern, and Steve Desir from the Pullias Center and Fatima Alleyne from University of California, Berkeley, share their collective perspective on a year that continues to defy description."
Mentoring Up is an active learning approach designed for post-doctoral scholars and junior faculty to support development of the skills needed to successfully navigate the research training environment and proactively manage their mentoring relationships. The curricula integrate topics from Entering Research and Entering Mentoring to develop mentoring up skills.
CIMER Project mentee training materials are designed for those who wish to implement process-based, professional development workshops, courses, or programs for undergraduate and graduate research trainees. The materials are designed to be used as part of a learning community, where trainees share and learn from one another. Request mentee training at your institution or organization
