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Recognizing that children's learning outcomes generally remain low, in its recent 2017--2021 Education and Skills Sector Plan (ESSP) the Government of Zambia prioritized improving learning outcomes through strategies that addressed gaps in education system quality, access, equity and efficiency. What resources and contextual factors are associated with school performance in Zambia? By merging and analyzing existing administrative datasets in Zambia, this report helps to identify positive deviant schools -- those that outperform other schools despite sharing similar contexts and resources. Data Must Speak -- a global initiative implemented since 2014 -- aims to address the evidence gaps to mitigate the learning crisis using existing data. The DMS Positive Deviance research is co-created and co-implemented with Ministries of Education and key partners. DMS research relies on mixed methods and innovative approaches (i.e., positive deviance approach, behavioural sciences, implementation research and scaling science) to generate knowledge and practical lessons about 'what works', 'why' and 'how' to scale grassroots solutions for national policymakers and the broader international community of education stakeholders. DMS research is currently implemented in 14 countries: Brazil, Burkina Faso, Chad, Cote d'Ivoire, Ethiopia, Ghana, the Lao People's Democratic Republic, Madagascar, Mali, Nepal, Niger, the United Republic of Tanzania, Togo and Zambia. [The Data Must Speak (DMS) positive deviance research in Zambia is a collaborative effort made possible by the commitment of the Ministry of Education (MoE) Zambia, UNICEF Zambia, UNICEF Innocenti -- Global Office of Research and Foresight, and key partners from the Zambian education sector.]

Malagasy adolescents face severe challenges in accessing and completing basic education. Among those students who complete the primary cycle, one in four does not transition into lower secondary school. Economic constraints among vulnerable households coupled with low-quality education result in widespread dropout and poor learning outcomes. Acknowledging these multidimensional barriers, UNICEF Madagascar leveraged funds from the Let Us Learn (LUL) programme to implement a two-pronged strategy to support Malagasy children in accessing and continuing lower secondary school. The Catch-up Classes provide out-of-school adolescents with a learning pathway to build the foundational literacy and numeracy skills they need to resume studying in formal school. Conditional cash transfers target families with children who are at risk of abandoning school after completing the primary cycle. This brief builds on programme monitoring data, impact evaluations and qualitative insights from the field to highlight lessons learnt and actionable recommendations for accessing and continuing vulnerable children's secondary education.

The COVID-19 pandemic has disrupted every aspect of society. In mid-April 2020, 192 countries had closed their schools, putting 9 out of 10 enrolled children out of school. These closures disproportionately affected marginalized children, worsening existing inequities across education systems worldwide. This brief draws on the experience of five UNICEF education country programmes supported by the Let Us Learn (LUL) initiative, to document tangible lessons in adapting education programmes to support the most marginalized children during school and learning centre closures. The evidence in this brief stems from a series of semi-structured interviews with Education and Child Protection specialists, as well as a document review of available COVID-19 response studies, in the five LUL-supported UNICEF Country Offices.