The Global Centre for Risk and Innovation (GCRI)
Education builds the capabilities people need to lead lives they value: literacy, numeracy, skills and the confidence to participate. Many children attend school without learning foundational skills, and crises close schools and push children out. This page sets out how learning happens and is disrupted, how access and learning are measured, and what evidence serves the education authorities and agencies responsible.
GCRI · In development · service level R0
Education and learning are how people build the literacy, numeracy, skills and confidence that expand their capabilities. Many children attend school without learning foundational skills, losses compound when crises close schools, and poverty, gender, disability, displacement and language keep particular groups out of learning.
For education and capabilities, in GCRI's spatial-intelligence reading, the map opens on population density, true-colour imagery and night lights with true colour from NASA GIBS, framed on Latin America and the Caribbean; every other NASA layer, live feed and forecast waits in the layer list.
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For education and capabilities, in GCRI's spatial-intelligence reading, the map opens on population density, true-colour imagery and night lights with true colour from NASA GIBS, framed on Latin America and the Caribbean; every other NASA layer, live feed and forecast waits in the layer list.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.
Layers and dates
The working screen behind this subject: its structure, terms and states. Names are placeholders and values illustrative.
Education and capabilities · Urban ward 9 · Year 2
| Trust in neighbours | 58 | 47 | ▼ 3 |
| Trust in local authority | 47 | 58 | ▼ 5 |
| Reported discrimination | 12 | 12 | ▲ 4 |
Learning inequality and societal opportunity. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.
Enrolment has risen widely, but many children leave primary school unable to read a simple text. Foundational learning is the core gap.
Children who fall behind early struggle to catch up, and school closures in crises widen gaps that persist.
Poverty, gender norms, disability, displacement and language keep particular groups out of school or learning less.
Attacks on schools, disasters and use of schools as shelters interrupt education; safe school planning reduces disruption.
Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.
| Term | Definition |
|---|---|
| Learning poverty | The share of ten-year-olds unable to read and understand a simple text. |
| Foundational learning | Basic literacy, numeracy and transferable skills that later learning builds on. |
| Education in emergencies | Quality learning opportunities for people affected by crises, from early childhood to adulthood. |
Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.
| Indicator | Unit | Cadence | Source type | Label |
|---|---|---|---|---|
| Out-of-school rate | percent of children of school age | annual | UIS data | ESTIMATED |
| Learning poverty | percent of ten-year-olds unable to read and understand a simple text | per assessment | World Bank and UIS estimates | ESTIMATED |
| Minimum proficiency in reading and mathematics | percent of students | per assessment | SDG indicator 4.1.1 assessments | OBSERVED |
| School days lost to closures | days | per event | Education ministry records | REPORTED |
| Gender parity index in enrolment | ratio | annual | UIS data | OFFICIAL |
| Education spending | percent of GDP | annual | UIS and budget data | OFFICIAL |
The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.
Fig. 02Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.
Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.
| Source | What it gives | Licence class |
|---|---|---|
| UNESCO Institute for Statistics | Enrolment, completion, learning and spending | Open, CC BY-SA 3.0 IGO |
| UNESCO Global Education Monitoring Report | Analysis of progress on education goals | Public, UNESCO terms |
| International learning assessments such as PISA, TIMSS, PIRLS and regional assessments | Learning outcomes | Public results, terms per programme |
| Global Coalition to Protect Education from Attack | Attacks on education | Public, terms to check |
| Comprehensive School Safety Framework resources | Safe schools planning | Public, terms per publisher (to check) |
Society and Human Development prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.
| Who decides | The question | Evidence this page serves |
|---|---|---|
| Education ministries | Where to focus on access and foundational learning | Profiles; programme evaluations |
| Education in emergencies agencies | How to keep children learning in crises | Disruption and recovery evidence |
| Finance ministries and donors | How much to invest and where | Spending and outcome evidence |
Enrolment has expanded widely, but many children in school do not acquire foundational literacy and numeracy. Learning gaps follow income, gender, disability, language and location. Crises widen them: school closures interrupt learning and nutrition programmes, damaged buildings take time to rebuild, and the children most affected are usually those already behind. Learning losses can persist into adulthood as lower skills and earnings.
Education also builds resilience. Educated households tend to have better health, more diversified livelihoods and greater ability to use warnings and information. In the capability approach, education expands the real freedoms people have to choose how to live. Skills systems shape whether workers can adapt as technology and climate change alter labour markets.
Gender shapes these effects. In many settings girls are more likely to be withdrawn from school during economic stress or displacement, and to face early marriage, while boys may be pulled into work; recovery measures that ignore these differences leave gaps that persist into adulthood.
Standardized and household-based assessments measure what children learn; comparability across systems is limited.
Enrolment, attendance and infrastructure data from education systems; quality varies.
Evaluations of remedial learning, school feeding and distance learning; effects depend on context.
Limits: out-of-school and displaced children are often missing from data, and short-term test results capture only part of what education provides.
The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.