Key Takeaways
- In U.S. public schools, 6.6% of Black students received special education services under the category of emotional disturbance compared with 3.5% of White students (2017–18 CRDC), based on OCR CRDC special education highlights
- 6.7% of English learners are placed in advanced coursework compared with 18.3% of non-English learners, based on U.S. Department of Education analysis (2019)
- In the U.S., 31% of Black students attend a school where fewer than 25% of students are proficient in reading, compared with 16% for White students, based on National Center for Education Statistics (NCES) analyses of NAEP (2017)
- 34% of teachers reported seeing racial bias in classroom discipline at least sometimes, based on RAND American Teacher Panel survey data (2022)
- 2.6x more likely: Black students are expelled at rates 2.6 times those of White students, based on Civil Rights Project/CRDC synthesis (2014) cited by later updates
- 12 states and 2,500+ districts participated in the U.S. Department of Education’s Civil Rights Data Collection cycle covering 2017–18 student enrollment, demonstrating national scope of CRDC evidence on discrimination
- In England, 7,900 schools were covered by statutory guidance ‘Keeping Children Safe in Education’ emphasizing fair treatment and addressing discrimination (published 2023, updated 2024), based on the DfE statutory guidance scope
- The U.K. Equality Act 2010 imposes a legal duty on schools to eliminate discrimination, advance equality of opportunity, and foster good relations; the Act is 18 sections long in Part 6 applying to education services
- 1.4x wage premium for teachers with advanced qualifications can reduce achievement gaps; a meta-analysis reports a 0.11 SD improvement when effective professional development is targeted, based on a peer-reviewed meta-analysis (2020)
- A randomised controlled trial found that ‘MyTeachingPartner’ coaching increased teacher emotional support scores by 0.23 SD, based on a peer-reviewed study (2019)
- A meta-analysis of bias training found an average effect size of d = 0.14 in reducing implicit bias, based on peer-reviewed work (2019)
- Black students accounted for 15% of enrollment but 33% of referrals to law enforcement counts in 2021–22 CRDC
- 1,185 schools reported 10 or more expulsions in 2021–22 CRDC, with Black students representing 26% of expulsion counts despite being 15% of enrollment (2021–22)
- 39% of public-school teachers reported seeing racial bias in classroom discipline at least 'sometimes' in 2022 (U.S. national survey)
- 14.9% of Black students in the U.S. are assigned to schools with the highest teacher turnover (top quintile), compared with 9.1% for White students (2022 school staffing patterns)
Black students face disproportionate discipline and special education outcomes, showing persistent racial inequities in U.S. schools.
Related reading
Access And Outcomes
Access And Outcomes Interpretation
Prevalence
Prevalence Interpretation
More related reading
Discipline Gaps
Discipline Gaps Interpretation
Policy And Enforcement
Policy And Enforcement Interpretation
More related reading
Interventions And Evidence
Interventions And Evidence Interpretation
Discrimination Prevalence
Discrimination Prevalence Interpretation
More related reading
Student Discipline
Student Discipline Interpretation
Educator Workforce
Educator Workforce Interpretation
More related reading
Interventions And Policy
Interventions And Policy Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Margot Villeneuve. (2026, February 13). Racial Discrimination In Education Statistics. Gitnux. https://gitnux.org/racial-discrimination-in-education-statistics
Margot Villeneuve. "Racial Discrimination In Education Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/racial-discrimination-in-education-statistics.
Margot Villeneuve. 2026. "Racial Discrimination In Education Statistics." Gitnux. https://gitnux.org/racial-discrimination-in-education-statistics.
References
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- 4ocrdata.ed.gov/assets/downloads/CRDC-Chronic-Absenteeism.pdf
- 11ocrdata.ed.gov/assets/downloads/CRDC-2017-18.pdf
- 22ocrdata.ed.gov/assets/downloads/CRDC-2021-22-School-Discipline-Special-Education-Data-Brief.pdf
- 23ocrdata.ed.gov/assets/downloads/CRDC-2021-22-Data-Highlights.pdf
- 2ies.ed.gov/ncee/wwc/PracticeGuide/22
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- 6nces.ed.gov/pubs2021/2021020.pdf
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