Education inequality is visible long before a person enters the labor market. It appears in early childhood participation, basic reading and mathematics, access to technology, graduation, higher education, employment, and earnings. The statistics below span global and U.S. measures, with the measurement year or period stated for each result.
Table of contents
- Global learning poverty
- Regional and income gaps
- The pandemic and unequal learning loss
- Early opportunity and social mobility
- U.S. poverty, access, and representation
- Graduation and educational attainment
- Education, employment, and earnings
Global learning poverty
Learning poverty measures the share of children who cannot read and understand a simple text by age 10, adjusted for children who are out of school. It is one of the clearest global indicators of whether schooling is producing foundational learning.
The World Bank reported global learning poverty at 61% in 2000 and 53% in 2015. That decline shows substantial long-term progress before the pandemic period. However, the rate was 57% in 2019, and the World Bank’s best estimate placed global learning poverty at 70% by 2022. The change from 57% to 70% was a 13-percentage-point increase.
The 2022 update included learning poverty data for 69 countries, covering about 81% of the relevant school-age population. The original report covered 62 countries and about 80% of that population. Coverage matters because a global estimate represents the countries and children included in the underlying measurements.
The World Bank also estimated that about half of the observed change in global learning poverty between 2015 and 2019 came from better measurement rather than real progress or decline. This is an important caution when comparing statistics across years: changes in data quality can affect the reported trend.
Selected global benchmarks
| Measure | Result | Period |
|---|---|---|
| Global learning poverty | 61% | 2000 |
| Global learning poverty | 53% | 2015 |
| Global learning poverty | 57% | 2019 |
| Best estimate of global learning poverty | 70% | 2022 |
| Countries in the update | 69 | Reporting window |
| Relevant school-age population covered | About 81% | Reporting window |
Source: World Bank State of Global Learning Poverty 2022 Update.
Regional and income gaps
Learning poverty differs sharply by region. In 2019, the rate was 86% in Sub-Saharan Africa, 63% in the Middle East and North Africa, 60% in South Asia, and 52% in Latin America and the Caribbean. These figures describe large differences in the share of children who had not reached basic reading proficiency by the relevant age.
| Region | Learning poverty rate | Year |
|---|---|---|
| Sub-Saharan Africa | 86% | 2019 |
| Middle East and North Africa | 63% | 2019 |
| South Asia | 60% | 2019 |
| Latin America and the Caribbean | 52% | 2019 |
Income also tracks closely with learning outcomes. In the World Bank’s 2022 simulation, 9 out of 10 primary-age children in low-income countries remained in learning poverty. In lower-middle-income countries, learning poverty was estimated to increase by 16 percentage points.
Sub-Saharan Africa had a projected increase from 86% to 89%. Even before the pandemic, the average child in the region could expect only 5 learning-adjusted years of schooling by age 18. Learning-adjusted years combine time spent in school with the amount of learning measured during that time, so they distinguish attendance from effective educational opportunity.
Education inequality is not only a question of whether children are enrolled. It is also a question of whether schooling produces comparable foundational skills across places and income groups.
The pandemic and unequal learning loss
School closures affected regions differently. Average closures lasted at least 273 days in South Asia and at least 225 days in Latin America and the Caribbean. The World Bank estimated that learning poverty in Latin America and the Caribbean could rise from 52% to 79%, while South Asia could rise from 60% to 78%.
Learning-adjusted years of schooling were expected to fall from 7.8 years to 6.0 years in Latin America and the Caribbean. In South Asia, the expected decline was from 6.5 years to 4.9 years. These are estimates tied to the pandemic simulation, not later measurements of final outcomes.
The regional figures show why the same disruption can widen inequality. Children with fewer educational resources outside school may have had fewer ways to maintain learning during closures. The statistics do not identify every cause of the differences, but they show that the projected losses were not uniform.
Learning inequality also widened in Latin America and the Caribbean between 2013 and 2019, before the pandemic simulation. On average, learning inequality rose by 38% in mathematics and 49% in reading. In the Dominican Republic, it increased by 61% in mathematics and 76% in reading. In Guatemala, it increased by 45% in mathematics and 67% in reading.
Source: World Bank State of Global Learning Poverty 2022 Update.
Early opportunity and social mobility
Education gaps can emerge before formal schooling. Children from low-income families were, on average, 18 percentage points less likely to be enrolled in early childhood education and care before age 3. This OECD comparison concerns participation, not the quality of the program or later achievement.
Across countries participating in PIAAC, 41% of adults attained a higher level of education than their parents. That figure indicates upward educational mobility for many adults, but it does not mean that family background has stopped shaping outcomes.
The timing of achievement gaps is especially significant. Across 11 OECD countries, about two-thirds of the achievement gap visible at age 15 was already visible by age 10. More than half of the achievement gap among 25- to 29-year-olds was already visible by age 10.
Reading performance at age 15 was associated with later education and work outcomes. Fifteen-year-olds in the top quarter of reading scores were 38 to 53 percentage points more likely to complete university than those in the bottom quarter. They were also 24 to 47 percentage points more likely to work in a job requiring tertiary education by age 25.
Differences in reading performance explained 27% to 43% of the difference in university completion rates between students with tertiary-educated parents and students without tertiary-educated parents. These results connect early measured achievement with later attainment while also showing that reading performance is only one part of the overall relationship.
Among 18- to 24-year-olds across the OECD, the share not in employment, education, or training fell from 16% in 2016 to 14% in 2023. This is an overall OECD trend and does not show whether every country or demographic group experienced the same change.
Source: OECD Education at a Glance 2024 and OECD Equity in Education.
U.S. poverty, access, and representation
In the United States, 17% of children under age 18 lived in families in poverty in 2021, down from 21% in 2010. The 2021 rate varied by race and ethnicity: 32% for American Indian or Alaska Native children, 31% for Black children, 23% for Hispanic children, 10% for White children, 10% for Asian children, and 15% for children of two or more races.
Family educational attainment also changed. The share of U.S. children living in households with at least one parent who had completed college rose from 45% in 2010 to 55% in 2021.
Home internet access was widespread but not universal in 2021. Ninety-seven percent of 3- to 18-year-olds had home internet access, 93% had access through a computer, 4% relied on a smartphone, and 3% had no home internet access. These categories describe access arrangements and may overlap in how households connect, so they should not be treated as a single additive distribution.
English learner enrollment increased from 9.2% of public school students in fall 2010 to 10.3% in fall 2020, or from 4.5 million to 5.0 million students. In fall 2020, English learners represented 13.7% of public school students in cities, 10.0% in suburban locales, 7.2% in towns, and 4.4% in rural areas.
Teacher and student demographics were not closely aligned in 2020–21. Women made up 77% of public school teachers. White teachers represented 80% of public school teachers, compared with 46% of public school students. Hispanic teachers represented 9% of teachers, compared with 28% of students.
Source: NCES Report on the Condition of Education 2023.
Graduation and educational attainment
The U.S. average adjusted cohort graduation rate rose from 79% in 2010–11 to 87% in 2019–20. In 2019–20, the graduation rate was 93% for Asian or Pacific Islander students, 90% for White students, 83% for Hispanic students, 81% for Black students, and 75% for American Indian or Alaska Native students.
Differences were also reported by student group. The graduation rate was 71% for students with disabilities, 71% for English learner students, and 81% for economically disadvantaged students. These rates are from 2019–20 and are not directly interchangeable with the later adult attainment statistics below.
Among U.S. adults ages 25–29, high school completion or a comparable credential rose from 89% in 2010 to 95% in 2022. Associate’s-or-higher attainment rose from 41% to 49%, bachelor’s-or-higher attainment rose from 32% to 40%, and master’s-or-higher attainment rose from 7% to 10%.
High school completion increased for each listed racial and ethnic group between 2010 and 2022: from 95% to 97% for White adults, 94% to 99% for Asian adults, 90% to 95% for Black adults, and 69% to 88% for Hispanic adults.
Bachelor’s-or-higher attainment also rose: from 39% to 45% for White adults, 19% to 28% for Black adults, 13% to 25% for Hispanic adults, and 56% to 72% for Asian adults. These gains do not eliminate differences in attainment levels.
Education, employment, and earnings
Educational attainment is associated with different employment rates and earnings in the supplied U.S. measures. In March 2022, the employment rate for 25- to 34-year-olds without a high school diploma was 61%, compared with 87% for those with a bachelor’s or higher degree. The overall employment rate for this age group fell to 76% in 2021.
For 25- to 34-year-olds with high school completion, employment was 74% in 2019, 68% in 2021, and 73% in 2022. These year-specific figures should be read as separate observations rather than as a continuous explanation of the change.
Median earnings in 2021 increased with educational attainment in the reported categories:
| Highest reported attainment | Median earnings |
|---|---|
| Less than high school completion | $32,500 |
| High school completion | $39,700 |
| Associate’s degree | $45,000 |
| Bachelor’s degree | $61,600 |
| Master’s degree or higher | $74,600 |
Source: NCES Report on the Condition of Education 2023.
OECD figures add a gender dimension. Among women ages 25–34 without an upper secondary qualification, the employment rate was 25 percentage points lower than for comparable men. Among young adults with tertiary qualifications, the gender employment gap was 6 percentage points.
Young women also earned less than young men in both reported education groups: 15% less among those lacking an upper secondary qualification and 17% less among those with a tertiary qualification. Education can improve access to employment and higher earnings, but these figures show that educational attainment does not remove every labor-market inequality.