General Search Resources
University of Washington Search Resources
Toolkits from other Universities
UNC Charlotte ADVANCE Search Resources
Unconscious or Implicit Bias
This research consortium project provides some information about implicit bias as well as the option to assess your own implicit bias using their test tool (the Harvard Implicit Association Test).
UCLA Implicit Bias Videos
Stanford tools for identifying and blocking bias
Unconscious Bias Project (resources in STEM but actionable across units)
Statistics and Demographics
Nelson Diversity Surveys (NDS)
The NDS are a collection of data sets that quantify the representation of women and minorities among professors, by science and engineering discipline, at research universities.
Nelson Diversity Surveys - 2012
NSF - Survey of Earned Doctorates (SED)
The Survey of Earned Doctorates is an annual census of individuals who receive research doctoral degrees from accredited U.S. academic institutions. The survey is sponsored by six federal agencies: National Science Foundation (NSF), National Institutes of Health, Department of Education, National Endowment for the Humanities, Department of Agriculture, and National Aeronautics and Space Administration. These data are reported in several publications from NSF’s National Center for Science and Engineering Statistics. The most comprehensive and widely cited publication is this report, Doctorate Recipients from U.S. Universities.
NSF Survey of Earned Doctorates - 2017
NSF Survey of Earned Doctorates - 2018
NSF Survey of Earned Doctorates - 2019
NSF Survey of Earned Doctorates - 2020
NSF Survey of Earned Doctorates - 2021