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Cluster Learning for Refugee Children in Uganda

A sustainable community led approach enabling young children (3-6 years) access to playful learning

In many refugee settings, young children have no access to early learning because services are extremely limited and often distant. By supporting communities to lead small group play based sessions in local shared spaces, Cluster Learning offers a simple, sustainable approach that strengthens local ownership and strives for quality early learning for every child.
Shortlisted
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Overview

HundrED shortlisted this innovation

HundrED has shortlisted this innovation to one of its innovation collections. The information on this page has been checked by HundrED.

Updated April 2026
Created by

Children on the Edge

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Cluster Learning aims to change how early learning is delivered in refugee and low resource settings by placing communities at the centre of provision. In many settlements, young children have limited or no access to early learning because services are extremely limited, distant or unaffordable, and there are too few trained teachers. This leaves most children without meaningful opportunities to learn during the years when it matters most. Cluster Learning shows that play-based early learning can be created within communities that are supported to lead small group sessions in shared local spaces. By building on existing strengths, it reduces reliance on formal infrastructure and creates sustainable, low cost provision that fits daily routines. Ugandan nationals and international experts train teacher trainers who train local teachers to deliver active, play based sessions in children’s own languages and cultures, strengthening belonging and participation. The change we hope to see is a shift towards community led, play-based early learning that is accessible, consistent and rooted in local ownership. The Cluster Learning Approach demonstrates that when communities are equipped with the right training, tools and support, they can create safe, engaging environments where young children thrive. This approach offers a practical way for education systems and partners to expand early learning in places where traditional models cannot reach.

About the innovation

Why did you create this innovation?

In many refugee settlements, young children have limited or no access to early learning at a vital stage of their development. Kyaka II is home to around 117,500 largely Congolese refugees spread over 81km2, with an exceptionally young population where 42% are children under 11. Early learning services are extremely limited and often distant, and there is a significant shortage of trained teachers. As a result, most young children have no realistic opportunity to access early learning during the years when it matters most.

The Cluster Learning Approach was created in direct response to this gap. Some communities were already using shared spaces, supporting one another and creating safe environments for children to meet. Communities were interested in providing early childhood education and in building skills of community members to support young children’s learning. What was missing was an approach that could bring these strengths together and create consistent, play based early learning close to home.

Cluster Learning offers a practical, community led way for young children to learn through play in small groups within their own neighbourhoods. It trains teachers and teacher trainers to lead quality, play-based sessions and to support community groups to take responsibility for the provision. It strengthens local ownership, builds on existing capacity and reduces reliance on formal infrastructure. Crucially, it provides a transferable approach to early childhood education.

What does your innovation look like in practice?

Cluster Learning takes place directly within refugee settlements, removing barriers e.g. lack of provision, distance and cost by bringing education to local communities. In practice, local communities, with support from Children on the Edge, manage these 'clusters' constructing simple, weather-proof shelters from local materials.

Children attend sessions for three hours, three days a week, engaging in a play-based curriculum developed by Children on the Edge. This curriculum aligns with the Ugandan National Early Childhood Education framework while remaining optimised for low-resource settings, prioritising social, emotional, physical and linguistic development. The Cluster Learning Approach includes a vital training system where qualified Ugandan nationals, UK ECE experts and local teacher trainers support refugee teachers, ensuring children learn in their mother tongue with familiar community members.

To ensure quality and sustainability, teachers participate in weekly peer planning, and communities are supported by business training and loans that improve professional retention and programme sustainability. Continuous improvement is enabled through the annual Assessment for Play-based Early Childhood Education tool, assessing child development, provision and practice.
By integrating parent 'Play Days' the innovation extends learning beyond the classroom, creating a holistic, community-owned solution that is both culturally grounded and evidence-based.

How has it been spreading?

Cluster Learning has expanded steadily across Kyaka II. After successful implementation in Zones 1 to 5, the approach was extended to Zones 6 to 10 in 2024, now reaching 4500 children aged 3 to 6 years. Communities in all ten zones are taking increasing responsibility for managing Cluster Learning, strengthening sustainability and enabling Children on the Edge to gradually reduce direct support, whilst providing it as needed to ensure children continue to thrive.
Endemic poverty in the remote Karamoja region of north eastern Uganda means communities have very limited access to early childhood education. This year, Cluster Learning will be introduced in selected communities, starting small to adapt the model to local routines, spaces and cultural practices. Beginning with a focused group of communities allows learning from the first phase to shape a wider scale up across the region.
The Assessment for Play based Early Childhood Education, developed by Children on the Edge, is now used annually to review children’s development and guide improvements across Cluster Learning. Evidence from Kyaka II shows that teacher trainers become competent assessors, accurate in identifying strengths and areas for development and using this information to support continuous improvement. This has strengthened the consistency of Cluster Learning sessions, with children participating confidently, parents engaging actively and teachers delivering effective, play based learning.

How have you modified or added to your innovation?

Over the last two years, Children on the Edge has strengthened and expanded the tools and practices that underpin Cluster Learning. Building on the effectiveness of the Assessment for Play based Early Childhood Education, several new resources and routines have been developed and embedded in everyday practice to support continuous improvement. These include:
Ten Reasons Early Childhood Education Matters, used to build shared understanding of the importance of early learning across communities.
Ten Principles of Playful Learning, which guide cluster learning sessions and support teachers and communities to create active, child centred experiences.
Inclusion: From Principles to Practice, which builds a shared understanding of why inclusion matters and sets clear expectations for ensuring every child can participate meaningfully..
An adapted Peer Planning routine, with clearer guidance to encourage deeper reflection on practice, weekly discussion of child protection and flexible time for training where needed.
A new Cluster Learning Quality Review, led by the teacher trainer with teachers and community representatives, to explore environment, provision and practice and agree priorities for development.
A reviewed Teaching and Learning Observation (TALO), designed to support teacher trainers and teachers through a developmental, non judgemental process that builds confidence, encourages reflection and strengthens everyday practice. Teachers’ voices are central to this approach.

If I want to try it, what should I do?

We are keen to share this simple and cost effective innovation so it can continue to break down barriers to vital early learning and ensure education for all. By sharing the approach, we hope others can use and adapt it to implement in other contexts within and beyond Uganda. If you are interested in finding out more about Cluster Learning please contact Children on the Edge for information, to discuss access to various tools and explore how the approach could work in your context. Email debralaxton@childrenontheedge.org

Implementation steps

Step 1: Engage the Community and Build Shared Understanding of Early Learning
Begin by meeting community leaders, caregivers and parents to build a shared understanding of why early learning matters. Use practical demonstrations to show how play builds thinking, language and social skills. Re-frame early learning as essential, not optional. Discuss long‑term benefits such as confidence, school readiness and future opportunities. This step lays the foundation for ownership and participation.
Step 2: Introduce the Cluster Learning Concept Clearly and Address Misconceptions
Explain what a cluster is, where it takes place and who leads it. Emphasise that it is a small, local, play-based early learning group run by trusted community members, not a formal school. Clarify that it is low cost, locally resourced and community owned. Address common questions early, such as who pays, who teaches and how it fits with daily routines. Clear understanding prevents delays and builds confidence.
Step 3: Agree Community Roles, Responsibilities and Ownership Structures
Work with communities to define the roles of parents, caregivers, leaders and support teams. Reinforce that parents are children’s first teachers and that the cluster belongs to the community, not an NGO. Establish a Community Management Committee to guide quality, attendance and problem solving. Strong ownership ensures sustainability, accountability and consistent participation.
Step 4: Select Teachers and Set Clear Quality Expectations
Support the community to choose teachers who are patient, warm, consistent and committed to learning about early childhood development. Explain the expectations for play-based practice, positive relationships, safety and inclusion. Share examples of effective teacher behaviours. Strong selection and clear standards are essential for sustainability and quality teaching and learning.
Step 5: Prepare Safe, Local Spaces and No/Low Cost Play Materials
Identify shared community spaces for Cluster Learning. Work with families to build simple structures for all‑weather access and create safe, low/no cost play resources using local materials. Emphasise that quality play does not require purchased items; stones, sticks, bottle tops and other everyday objects become effective learning tools enabling holistic child development through self-chosen open-ended exploration and enjoyment.
Step 6: Unique Teacher Training
Ugandan teacher trainers deliver an intensive course for new teachers covering early childhood education, play‑based learning, first aid and child protection, followed by hands‑on practice and feedback. Teachers are paired with experienced mentors and join weekly peer planning sessions for reflection and support. Local teachers relate naturally with children and families, strengthening attendance and learning.
Step 7: Establish Routines for Attendance, Inclusion and Continuous Improvement
Agree attendance expectations with parents and discuss barriers such as household labour or mobility. Promote inclusion so every child can participate meaningfully. Use simple tools such as peer planning, quality reviews and observations to strengthen practice over time. Regular reflection with teachers and community leaders keeps provision strong and responsive.

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