Disparities in Learning Mode Access Among K–12 Students During the COVID-19 Pandemic, by Race/Ethnicity, Geography, and Grade Level — United States, September 2020–April 2021
Open accessAbstract
In response to the COVID-19 pandemic, schools across the United States began transitioning to virtual learning during spring 2020. However, schools' learning modes varied during the 2020-21 school year across states as schools transitioned at differing times back to in-person learning, in part reflecting updated CDC guidance. Reduced access to in-person learning is associated with poorer learning outcomes and adverse mental health and behavioral effects in children (1-3). Data on the learning modes available in 1,200 U.S. public school districts (representing 46% of kindergarten through grade 12 [K-12] public school enrollment) from all 50 states and the District of Columbia during September 2020-April 2021 were matched with National Center for Education Statistics (NCES) demographic data. Learning mode access was assessed for K-12 students during the COVID-19 pandemic, over time and by student race/ethnicity, geography, and grade level group. Across all assessed racial/ethnic groups, prevalence of virtual-only learning showed more variability during September-December 2020 but declined steadily from January to April 2021. During January-April 2021, access to full-time in-person learning for non-Hispanic White students increased by 36.6 percentage points (from 38.0% to 74.6%), compared with 31.1 percentage points for non-Hispanic Black students (from 32.3% to 63.4%), 23.0 percentage points for Hispanic students (from 35.9% to 58.9%) and 30.6 percentage points for students of other races/ethnicities (from 26.3% to 56.9%). In January 2021, 39% of students in grades K-5 had access to full-time in-person learning compared with 33% of students in grades 6-8 and 30% of students in grades 9-12. Disparities in full-time in-person learning by race/ethnicity existed across school levels and by geographic region and state. These disparities underscore the importance of prioritizing equitable access to this learning mode for the 2021-22 school year. To increase equitable access to full-time in-person learning for the 2021-22 school year, school leaders should focus on providing safety-optimized in-person learning options across grade levels. CDC's K-12 operational strategy presents a pathway for schools to safely provide in-person learning through implementing recommended prevention strategies, increasing vaccination rates for teachers and older students with a focus on vaccine equity, and reducing community transmission (4).
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Rates of in-person instruction varied considerably along demographic, social, and political lines.
“Rates of in-person instruction varied considerably along demographic, social, and political lines7,8”
From Virtual Learning in Kindergarten Through Grade 12 During the COVID-19 Pandemic and Chronic Absenteeism (2024) · cites this paper as [7]
The Discussion (page unavailable) reports disparities in access to full-time in-person learning by race/ethnicity, geography, and school level, supporting demographic and geographic variation. Our copy does not report variation by political affiliation or other political factors, so it does not support the political part of the claim. (LLM, conf=0.88)
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Race, Ethnicity, and Age Trends in Persons Who Died from COVID-19 — United States, May–August 2020
Gold, J. A. W., Rossen, L. M., Ahmad, F. B., Sutton, P. D., Li, Z., Salvatore, P. P., Coyle, J. P., DeCuir, J., Baack, B. N., Durant, T. M., et al. (2020) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6942e1 · Cited by 336 · see citing works
Assessment of COVID-19 Hospitalizations by Race/Ethnicity in 12 States
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Peters, S. J., Langi, M., Kuhfeld, M., & Lewis, K. (2025) · Journal for the Education of the Gifted · doi:10.1177/01623532241301079 · Cited by 15 · see citing works
Life expectancy by county and educational attainment in the USA, 2000–19: an observational analysis
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In-Person Instruction and Educational Outcomes of K–8 Students During the COVID-19 Pandemic
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- Authors
- Oster, E., Jack, R., Halloran, C., Schoof, J., McLeod, D., Yang, H., Roche, J., & Roche, D.
- Affiliations
- Brown University (US)
- Corresponding author
- Oster, Emily
- ORCID
- Jack, Rebecca
- Venue
- MMWR. Morbidity and Mortality Weekly Report
- Published
- 2021-07-02
- Volume
- 70
- Issue
- 26
- Pages
- 953-958
- ISSN
- 0149-2195 (ISSN-L)
- 1545-861X
- PMC
- PMC8248594
- OpenAlex
- W3173434662
- Cited by
- 75
- References
- 6
- Citations by year
- 2026: 1 · 2025: 11 · 2024: 13 · 2023: 24 · 2022: 17 · 2021: 9
- FWCI
- 27.67
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- MMWR Morbidity and Mortality Weekly Report (publishedVersion)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (P2CHD041020)
- Topics
- Social Sciences › Education › Education during COVID-19 pandemic
- Physical Sciences › Mathematics › Modeling and Simulation › COVID-19 epidemiological studies
- Social Sciences › Education › School Choice and Performance
- Keywords
- virtual learning, in-person learning, educational inequality, racial and ethnic disparities, K-12 students, school reopening, grade level differences, regional variation, public school districts, equitable access to education, Hispanic students, school mental health
- MeSH terms
- COVID-19, Adolescent, Child, Education, Educational Status, Ethnicity, Geography, Humans, Learning, Students, United States, Racial Groups
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