A regional proposal for the East African Community
The East African Community has the resolutions. Elimu Moja is the machinery that turns them into changes a child in a classroom in Juba, Bujumbura, Kisumu or Mogadishu can feel: a shared scorecard, a common foundational learning framework, a teacher qualification passport, and one regional data warehouse.
One region. Eight flags. One system. Elimu Moja proposes a thin regional layer of shared standards, shared data and shared services across Kenya, Tanzania, Uganda, Rwanda, Burundi, South Sudan, Somalia and DR Congo. The colour band above is drawn from their flags, and runs through this whole page.
The problem
East Africa does not lack ambition or evidence. It lacks the shared plumbing that would let a commitment made by ministers travel down to a district officer, a head teacher, a parent, and back up again as data. Everything is standalone.
Select a country on the map, or a problem tag, to see where it bites.
What has to be fixed
A live register of what a unified system has to close, drawn from the conference floor, this brief and the advisory review. Every tile, bar, cell and block below is a filter, and the whole board, the projection and the cards recompute together.
Skip the gap charts and filtersRegister · 29 entries · static snapshot view recomputed on load
Select a bar to filter the register by domain.
Where each gap was first raised.
Full register. Select a cell to filter by that domain and source.
Which of the nine building blocks carries each gap. Select a bar to filter.
A projection of the gaps in view: how many stay open as each roadmap phase is delivered. Not a filter.
Foundational literacy and numeracy was the lead sub-theme, yet each state sets its own bar. Citizen-led tools (Uwezo, PAL Network ICAN and ICAR) and national assessments are not equated.
System response A common minimum-proficiency standard for reading and numeracy in the Foundational Learning Framework, aligned to the Global Proficiency Framework and the Continental Assessment Framework for Africa.
Social emotional learning, data and evidence, and ICT integration are each addressed somewhere, but no single framework carries them together with a clear roadmap.
System response The EAC Foundational Learning Framework: three pillars, a playful pedagogy spine, a competency crosswalk, and a pre-primary to upper-primary progression.
Foundational learning starts before Grade 1. Pre-primary access, financing and workforce are the weakest and least harmonised part of every system. A conference session asked directly whether the region intervenes too late.
System response Pre-primary is the first rung of the progression, with a minimum service definition and a costed pre-primary workforce plan in the scorecard.
Kiswahili, English, French and Arabic are all languages of instruction across the eight states, with different mother-tongue transition years. Decodable and levelled readers in local languages are scarce. This alone breaks a common learning metric and cross-border mobility.
System response A regional language-of-instruction protocol with shared transition principles, assessment offered in the language of instruction, and a pooled local-language decodable-reader library in the commons.
A curriculum-paced, school-based system does not reach the millions who are over-age or out of school. Teaching at the Right Level and accelerated programmes exist but are not a regional entitlement.
System response A regional catch-up and accelerated-learning standard, and household-based assessment so out-of-school children still count.
Sessions repeatedly contrasted one-off training with sustained, school-based support. Quality of continuous professional development varies widely by state and by district.
System response A regional teacher competency standard, a tiered professional pathway, and digital communities of practice built into the passport.
There is no shared brand, standard or credential that says a teacher is qualified to practise anywhere in the Community, or to serve as a trainer of trainers across borders.
System response The Teacher Qualification Passport: a universal competency assessment leading to a portable, tiered credential.
The EAC has concluded mutual recognition agreements for accountants, engineers, architects and veterinary surgeons under the Common Market Protocol. There is none for teachers, the largest regulated profession in the region.
System response A Teachers MRA drafted against the Continental Teacher Qualification Framework, with the passport as its instrument.
Eight teacher services, no shared registry, no common way to verify a certificate issued in another state or to detect a fabricated one. Kenya's qualifications authority has flagged more than 10,000 fake certificates. There is also no shared misconduct list, so a teacher barred in one state can re-register next door.
System response A federated teacher registry index, a credential-verification service, and a binding cross-notification alert when any teacher is struck off.
A passport that eases movement, without deployment incentives or portable benefits, can pull teachers from rural, arid and refugee-hosting areas that are already chronically understaffed. Kenya and Tanzania train more teachers than they hire while South Sudan and Somalia face acute shortages. Pensions and social security do not follow a teacher across a border.
System response Hard-to-staff service is a passport tier requirement, plus a totalisation arrangement so benefits follow the teacher, and a regional deployment facility that routes surplus to deficit.
Data lives in country silos. There is no one place where a minister, a researcher, a district officer or a citizen can get a comparable regional number when they need it.
System response A federated regional warehouse: states keep custody of their data, a shared semantic layer makes it comparable, three access tiers govern who sees what.
Even where data exists it rarely reaches a policy choice, a budget line or a tracked commitment.
System response An indicator to insight to brief to commitment to impact workflow, with an AI assistant that answers in plain language and cites the source indicator.
Tools reach schools ahead of infrastructure, teacher capacity, and any shared rule on children's data or age-appropriate design.
System response A regional AI-in-classrooms safeguarding standard built on the UNESCO guidance and the AU Continental AI Strategy, plus a procurement checklist.
Kenya, Uganda, Rwanda and Tanzania have data protection laws and authorities; South Sudan has none yet; others are weaker. A cross-border store of minors' data needs a common child-data rule and a lawful transfer route.
System response A child-data minimisation standard, aggregation thresholds, and alignment to the EAC cross-border data flows mechanism.
District and county officers are where reforms stall. They lack dashboards, comparisons and the capacity to act on evidence. Conference evidence called the middle tier the engine of school improvement.
System response A middle-tier dashboard as a first-class product of the warehouse, not an afterthought, plus a data-use capability track.
The vision is a teacher in one state teaching confidently in another. Today that is blocked by recognition, registration and standards.
System response Passport plus Teachers MRA plus a regional supply-and-exchange platform for placements and secondments.
The region shared an East African Certificate of Education and a common examinations council until the mid-1970s. Today higher education has a credit transfer system and basic education has nothing. A child moving between states, or a refugee from South Sudan or Somalia, is placed by guesswork.
System response A basic-education equivalency matrix by grade and phase, a lightweight examinations-equating function, and a portable learner record.
Different academic calendars and national examination windows make joint assessment, teacher exchange and shared resources hard to schedule.
System response A published regional assessment calendar and a phased move toward compatible term structures.
Multiple sessions showed learners with disabilities excluded from assessment entirely, so they are invisible in the data and in planning.
System response A regional inclusive-assessment toolkit and accommodations standard, and disability-disaggregated indicators in the scorecard.
South Sudan, Somalia and eastern DR Congo face protracted crises, and Uganda, Kenya, Tanzania and Ethiopia host large refugee populations. Somalia has roughly 58 percent of children out of school. Refugee-teacher certification and learning continuity across borders sit outside the steady-state system, and outside the IGAD Djibouti Declaration architecture the same states are already bound by.
System response Crisis contexts are a design case throughout: portable learner records, refugee-teacher certification routes, low-tech delivery in the framework, and explicit interoperability with the IGAD Djibouti Declaration on Refugee Education.
Enrolment parity can hide gaps in completion, safety and results. The conference pushed for gender-transformative approaches with accountability, not slogans.
System response Outcome and safety indicators disaggregated by sex, with a comply-or-explain line in the scorecard.
Engagement stops at the school gate. The Ubuntu principle, I am because we are, is stated but not operationalised in how the system talks to families.
System response A stakeholder engagement model with a defined information path down to parents and community organisations, and learner and parent voice in the scorecard.
There is no structured route from the Secretariat and ministers, through government officials, to non-governmental and community-based organisations working in education.
System response A published dissemination architecture and a live communiqué tracker: every resolution has an owner, a milestone and a status.
Textbooks, teaching materials and research stay national. Good practice does not travel.
System response An open resource and research commons with a regional licence, curation, and a translation pool.
Who pays for the platform, the assessment and the passport? Without a shared financing mechanism the whole thing is donor-dependent and fragile.
System response A blended model: partner-state contributions on a GDP-weighted formula, a pooled donor window, and cost-recovery on premium services.
Private, faith-based and low-fee schools teach a large and growing share of children, largely outside regional standards and data.
System response Registration and minimum-standard hooks that apply to any provider drawing on the commons or issuing recognised results.
The Community works by consensus. Resolutions carry no compliance mechanism, which is the meta-gap the conference theme itself names.
System response A peer-review and comply-or-explain instrument owned by the Regional Forum on Education, reporting to the Sectoral Council.
Almost every existing instrument was built for the original Anglophone members. DR Congo is Francophone with a different structure; Somalia teaches in Somali and Arabic amid active conflict; South Sudan and eastern DRC are fragile. Lowest-common-denominator consensus produces nothing.
System response Variable geometry: a coalition of the willing starts, for example Kenya, Rwanda and Uganda, with differentiated timelines, targeted support and open accession clauses for the rest.
Floods, drought and heat interrupt schooling across the region. Disaster-risk financing for education has been piloted nationally but is not regional.
System response A shared education continuity protocol and a regional disaster-risk financing facility line in the roadmap.
No gaps match this combination.
The proposal
Elimu Moja is not a new institution competing with ministries. It is a thin regional layer of shared standards, shared data and shared services that sits under the Sectoral Council and the Regional Forum on Education, and reports upward to the continental strategy.
Hover or focus a segment of the band to see which block it is.
Structural diagram · five layers drawn to scale
One agreed indicator set across access, learning, teachers, inclusion, digital and financing. A shared yardstick for the Council.
Common minimum proficiency, a playful pedagogy spine, a competency crosswalk, and a pre-primary to upper-primary roadmap.
A universal competency assessment, a tiered portable credential, and micro-credentials, backed by a Teachers MRA.
A federated store with a shared semantic layer, three access tiers, and a plain-language AI assistant on top.
A periodic regional measurement of reading, numeracy and life skills, equated to global metrics and household-based so no child is invisible.
Teacher circles by phase and subject, an open resource and research repository, and structured regional exchanges.
A defined information path from the Secretariat to parents and community organisations, and a live communiqué tracker.
A safeguarding standard for AI in classrooms, a procurement checklist, and AI competency expectations for teachers and learners.
Principle of subsidiarity: nothing is done regionally that a state can do well alone. The region does the things that only make sense together, comparability, recognition, shared infrastructure and collective bargaining power with partners.
Block 01
One agreed set of key indicators for the EAC education block, aligned to SDG 4, the UNESCO Institute for Statistics, and the continental FLN scorecard. It is how the Council answers a simple question: are we moving from commitments to impact, and where are we not.
| Domain | Headline indicator | Standardisation | Source instrument | Cadence |
|---|---|---|---|---|
| Access and transition | Out-of-school rate; completion; transition by phase | UIS definitions | National EMIS, harmonised | Annual |
| Foundational learning | Share meeting the minimum proficiency level in reading and numeracy at Grades 3, 6 and 9 | Global Proficiency Framework; Continental Assessment Framework for Africa benchmarks | National assessments moderated onto the regional scale, plus citizen-led (ICAN, ICAR) | Every 2 to 3 years |
| Life skills and values | Problem solving, collaboration, self-awareness, respect | ALiVE constructs; contextualised SEL measure | Household-based life skills assessment | Every 3 years |
| Teachers | Pupil to trained-teacher ratio; passport-certified share; attrition | Regional teacher competency standard; ISCED | Federated teacher registry index | Annual |
| Digital and innovation | School connectivity; device-to-pupil ratio; teacher AI competency | UNESCO AI competency frameworks | Digital readiness survey | Annual |
| Inclusion and equity | Learning gap by sex, disability, wealth, location, refugee status | Washington Group; UIS equity method | Assessment plus EMIS disaggregation | With each assessment |
| Financing and governance | Education share of budget; spend per pupil; commitments on track | BOOST method; regional commitment register | Ministry of finance data; communiqué tracker | Annual |
Illustrative snapshot. Real values would come from the harmonised warehouse. Colour shows status against the regional target, not a ranking of countries.
Block 02 · Prototype
A prototype for the framework the brief asks for. It is built on three pillars, carried by a playful and low-tech pedagogy spine, mapped to the competencies each state already teaches, and sequenced from pre-primary to upper primary.
Self-awareness, self-regulation, collaboration, empathy and respect, taught explicitly and woven through every subject. Contextualised for East Africa using the ALiVE constructs and a shared SEL measure, not imported wholesale.
Every classroom, school and district works from current learning data. Teachers assess continuously and group children by need. The framework defines the minimum data a teacher, a head and a middle-tier officer should see, and how often.
Technology serves foundational learning, starting from where infrastructure actually is. QR-coded texts, radio and audio, offline content, oral-reading tools, and teacher AI diagnostics, with a clear rule that no device is a precondition for the core method.
Foundational learning should be joyful and hands-on. The framework adopts the five characteristics of playful learning and two concrete, low-cost methods that already work in the region.
Six coloured bricks per child, used for short daily routines that build memory, sequencing, language, number sense and fine-motor control. Proven in South African foundation phase and adapted across Ethiopia and Uganda through PlayMatters.
Computational thinking without a computer first: sequencing games, algorithms with bottle tops and chalk, then block coding where devices exist. Builds the "learning to learn" and problem-solving competencies from Grade 1.
Kenya's seven Competency Based Education competencies are used as the reference spine, cross-walked to what Uganda, Tanzania and Rwanda already teach, so the framework is pan-regional rather than one country's model exported.
| Reference competency (Kenya CBE) | What it means for a young child | Regional equivalents | Framework pillar |
|---|---|---|---|
| Communication and collaboration | Listens, speaks, reads and writes for a purpose; works with others | UG effective communication; TZ communication and collaboration; RW communication in official languages | P1 and literacy core |
| Critical thinking and problem solving | Sorts, compares, reasons, solves a simple problem step by step | UG critical thinking and problem solving; RW critical thinking; TZ problem solving | P2 and numeracy core |
| Creativity and imagination | Generates ideas, makes and improvises, plays a role | UG creativity and innovation; RW creativity and innovation | Pedagogy spine |
| Citizenship | Shares, takes turns, cares for others and for shared space | UG citizenship and national identity; RW peace and values education; TZ civic competencies | P1 |
| Digital literacy | Uses simple tools safely; understands instructions and sequences | UG use of digital and technology; RW digital literacy; TZ ICT competency | P3 |
| Learning to learn | Notices what they can and cannot do yet; asks for help; keeps trying | UG lifelong learning; RW learning to learn; TZ self-management | P2 |
| Self-efficacy | Confidence to attempt, persist and recover from a mistake | UG self-awareness; RW interpersonal and life skills; TZ self-confidence | P1 |
Regional equivalents are indicative and would be validated with each curriculum institute.
Oral language, phonological awareness, number sense to 10, executive function through play. Minimum service definition, a trained pre-primary workforce, and a school-readiness check using IDELA or MELQO.
Decoding to fluency in the language of instruction, addition and subtraction fluency, SEL routines, Six Bricks daily. Regional minimum standard assessed at end of Grade 3.
Reading to learn, multiplicative reasoning and fractions, structured group work, unplugged then block coding, first data-handling.
Teaching at the Right Level style grouping for over-age and out-of-school children, as a regional entitlement not a project.
Citizen-led, one-to-one, household-based, aligned to the Global Proficiency Framework and SDG 4.1.1. Reaches children in and out of school.
Scenario-based tasks contextualised for East Africa, covering problem solving, collaboration, self-awareness and respect.
Simple, frequent, used to group children by need and to feed the data and evidence pillar. Structured but not fully scripted lesson support, with coaching. Standard formats shared through the commons.
Block 03
Going beyond borders. A universal competency assessment leads to a portable, tiered credential that says a teacher is qualified to practise, mentor or train across the Community. It is the instrument for a Teachers mutual recognition agreement.
Entry practitioner. Core FLN pedagogy, SEL routines, classroom assessment. Suitable for assistant and community teaching roles, including in refugee settings.
Full professional standard against the regional teacher competency framework. Subject and phase endorsements. Equivalent to a national teaching licence.
Certified plus demonstrated coaching and adult-facilitation competence, plus hard-to-staff service. Can deliver the regional teacher curriculum and mentor across borders.
Leads design and quality assurance of the regional pathway, accredits Tier 3 trainers, advises the Forum. A small regional cadre.
Blocks 04 and 08
One warehouse, not one database. Partner states keep custody and control of their data. A shared semantic layer makes it comparable. An assistant on top answers questions in plain language and always cites the source indicator. And a safeguarding standard governs any AI that reaches a classroom.
A data space, not a central database, in the spirit of the EAC Single Customs Territory applied to data. What is shared regionally is the meaning, not the raw records.
Public, downloadable, versioned. This is the default. Anyone can access it anytime, which is the point.
For officials and accredited researchers under a data-sharing agreement. Access logged. Small cells suppressed.
Never leaves the custodian state. A pseudonymous, per-state learner key (a salted hash of the national ID or birth record) enables a coherent record across borders without exposing identity. Cross-border use only as verified yes-or-no checks. Child-data minimisation applies.
A prototype of the assistant. Select a question to see the kind of answer it gives, grounded in the indicator dictionary.
Whatever the infrastructure, a learner should be safe from the start. A regional safeguarding standard, built on the UNESCO guidance for generative AI in education and the African Union Continental AI Strategy, that any tool must meet to be used with children in the Community.
A teacher is always in the loop. AI advises, it does not decide on a child's placement, grades or discipline.
Collect the least, keep it the shortest time, process it in-region. No profiling of children for commercial use. Age-appropriate design, following the UNICEF children's data principles and Kenya's child online protection guidelines.
No tool may become a precondition for core learning. Offline and low-bandwidth paths are required, not optional.
Local evidence of benefit and no harm before any regional endorsement or procurement.
AI competency for teachers and learners follows the UNESCO frameworks and is part of the passport and the curriculum.
Data rights, interoperability, exit terms, accessibility and safeguarding clauses that every ministry can attach to a contract.
Blocks 06 and 07
The strongest gap the conference named about itself: what happens between conferences. This block keeps teachers learning together, keeps resources and research moving, and keeps every stakeholder, down to parents and community organisations, in the loop. Ubuntu, made operational.
Regional, facilitated circles where teachers plan, observe and problem-solve together, online and in clusters. Modelled on the RELI peer-learning approach and the digital communities of practice already piloted in Rwanda. Participation earns passport micro-credentials.
Textbooks, lesson banks, assessment formats, and research, under a common regional open licence. Curated, quality-flagged, and served with a translation pool across Kiswahili, English, French and Arabic. Not limited to books: datasets and evaluations too.
Structured teacher and official secondments, school twinning, middle-tier study visits, and a standing evidence-to-policy forum, so exchange is continuous rather than a once-a-year event.
The standards, the framework, the indicator dictionary, the roadmap for foundational learning, and the commitment tracker, all in one navigable, versioned reference. This page is a sketch of it.
A defined route so a decision does not stop at the ministry door. Each step has a named owner, a format and a service standard for how fast it must move.
Every conference and Council resolution becomes a row: commitment, owner state or body, milestone, next review, and a status. Illustrative.
| Commitment | Owner | Next milestone | Status |
|---|---|---|---|
| Adopt a common Grade 3 minimum proficiency standard | Sectoral Council | Draft to Forum, Q2 | On track |
| Conclude a Teachers mutual recognition agreement | Council of Ministers | Legal drafting | At risk, slipped one quarter |
| Stand up the federated data warehouse, phase 1 | Secretariat and EARDIP | Three states connected | Started, behind plan |
| Run the first regional foundational assessment | Assessment consortium | Instrument finalised | On track |
| Publish the AI in classrooms safeguarding standard | Forum working group | Public consultation | On track |
Making it real
Run lean, governed jointly, owned by the region. A small delivery capability, clear decision rights, and a phased plan with quick wins in year one.
Sets policy, adopts standards, holds the mandate. The Council of Ministers ratifies instruments such as the Teachers MRA.
The multi-stakeholder body from the first conference. Owns the roadmap, the peer-review and the comply-or-explain process, convenes partners.
Ten to fifteen people. Runs the platform and the standards process, coordinates the assessment, reports to the Forum. Not a new agency.
Ministries, curriculum institutes, teacher services and exam bodies keep delivery and data custody. The region does not replace them.
IUCEA, EASTECO, ADEA, the assessment networks, UNESCO, UNICEF, GIZ and GPE plug in against defined roles rather than parallel projects.
Networked evidence labs and universities get microdata access and publish an annual independent read of the scorecard.
| Risk | Mitigation |
|---|---|
| Sovereignty concerns about a regional data store | Federation by design: data stays home, only agreed aggregates move, custody never transfers, each state can audit access. |
| Consensus culture means no enforcement | Comply-or-explain and public peer review owned by the Forum; the scorecard makes slippage visible. |
| Donor dependence and fragmentation | Partner-state contribution formula from the start; a single pooled donor window against one roadmap. |
| Mobility drains the poorest districts | Hard-to-staff service required for the higher passport tiers; deployment incentives tied to recognition. |
| Capacity gaps in fragile and crisis states | Differentiated timelines, targeted support, crisis contexts treated as a core design case not an exception. |
| Yet another platform nobody uses | Build for the middle tier first; start from data that exists; ruthless focus on the eight blocks only. |
