Underrepresentation by Race-Ethnicity across Stages of U.S. Science and Engineering Education
Open accessAbstract
Blacks, Hispanics, and American Indians/Alaskan Natives are underrepresented in science and engineering fields. A comparison of race–ethnic differences at key transition points was undertaken to better inform education policy. National data on high school graduation, college enrollment, choice of major, college graduation, graduate school enrollment, and doctoral degrees were used to quantify the degree of underrepresentation at each level of education and the rate of transition to the next stage. Disparities are found at every level, and their impact is cumulative. For the most part, differences in graduation rates, rather than differential matriculation rates, make the largest contribution to the underrepresentation. The size, scope, and persistence of the disparities suggest that small-scale, narrowly targeted remediation will be insufficient.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
With some notable exceptions, interventions aimed at strengthening the STEM academic pipeline have had limited success in propelling an adequate number of underrepresented minorities into graduate and professional schools.
“With some notable exceptions, these measures have had limited success in propelling an adequate number of URMs into graduate and professional schools”
From Underrepresented Minority High School and College Students Report STEM-Pipeline Sustaining Gains After Participating in the Loma Linda University Summer Health Disparities Research Program (2014) · cites this paper as [7]
The Discussion says many federal STEM initiatives are too small or narrowly focused to have a substantial impact, and that URM disparities persist despite gains in science and engineering doctorates. This supports the claim's general point about limited progress toward graduate-level participation, but the paper does not assess entry into professional schools or establish the success rate of the interventions as a group. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
No references could be resolved yet.
Research works printed but not linked: 5
- Garces LM Understanding the impact of affirmative action bans in different graduate fields of study Am Educ Res J 2013 50 251 284 http://aer.sagepub.com/content/early/2013/01/14/0002831212470483 (accessed 13 February 2013)
- Ginther DK Schaffer WT Schnell J Massimore B Liu F Haak LL Kington RS Diversity in academic biomedicine: an evaluation of education and career outcomes with implications for policy. Soc Sci Res Network 22 September 2009 2009 http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1677993 (accessed 7 September 2012)
- Ginther DK Schaffer WT Schnell J Massimore B Liu F Haak L Kington R Race, ethnicity, and NIH research awards Science 2011 333 1015 1019 21852498 PMC3412416
- National Academy of Science Expanding Underrepresented Minority Participation 2011 Washington, DC National Academies Press www.nap.edu/catalog.php?record_id=12984#toc (accessed 28 August 2012) 22379652
- National Research Council Research Training in the Biomedical, Behavioral, and Clinical Research Sciences 2011 Washington, DC National Academies Press www.nap.edu/catalog.php?record_id=12983 (accessed 28 August 2012) 21850789
Cited by
Sorted by citations
Does STEM Stand Out? Examining Racial/Ethnic Gaps in Persistence Across Postsecondary Fields
Riegle-Crumb, C., King, B., & Irizarry, Y. (2019) · Educational Researcher · doi:10.3102/0013189x19831006 · Cited by 411 · see citing works
Salto, L. M., Riggs, M. L., Delgado De Leon, D., Casiano, C. A., & De Leon, M. (2014) · PLoS ONE · doi:10.1371/journal.pone.0108497 · Cited by 129 · see citing works
Short, R. A., Struminger, R., Zarestky, J., Pippin, J., Wong, M., Vilen, L., & Lawing, A. M. (2020) · Science Advances · doi:10.1126/sciadv.abb3819 · Cited by 10 · see citing works
Moreno, K., Cascelli, L., Chavira, G., Escobedo, P., Flores, G. E., Kwan, P., & Khachikian, C. (2026) · Trends in Higher Education · doi:10.3390/higheredu5040102
- Authors
- Garrison, H.
- Affiliations
- Federation of American Societies for Experimental Biology (US)
- Corresponding author
- Garrison, Howard
- ORCID
- Garrison, Howard
- Venue
- CBE—Life Sciences Education
- Published
- 2013-09
- Volume
- 12
- Issue
- 3
- Pages
- 357-363
- ISSN
- 1931-7913 (ISSN-L)
- PMC
- PMC3763003
- OpenAlex
- W2135382546
- Cited by
- 76
- References
- 0
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 8 · 2023: 10 · 2022: 10 · 2021: 9 · 2020: 8 · 2019: 8 · 2018: 7 · 2017: 1 · 2016: 4 · 2015: 3 · 2014: 3
- FWCI
- 8.17
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-sa
- Locations
- CBE—Life Sciences Education (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion, cc-by-nc-sa)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Safety Research › Career Development and Diversity
- Social Sciences › Education › Higher Education Research Studies
- Social Sciences › Sociology and Political Science › Critical Race Theory in Education
- Keywords
- underrepresentation, racial and ethnic disparities, science and engineering education, Black students, Hispanic students, high school graduation, college enrollment, college major choice, college graduation, graduate school enrollment, doctoral degree, educational transitions, education policy
- MeSH terms
- Engineering, Ethnicity, Humans, Minority Groups, Science, United States, White People, Racial Groups
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review