Early Childhood Development Programmes in Rwanda: A Longitudinal Analysis of Long-Term Outcomes within the National Strategy for Transformation Framework

This paper presents a longitudinal analysis of the long-term outcomes associated with government-led Early Childhood Development (ECD) programmes in Rwanda, situated within the National Strategy for Transformation (NST1) 2017–2024. It addresses a critical evidence gap regarding the sustained impacts of these investments beyond initial enrolment. Employing a sequential mixed-methods design, the study analyses longitudinal cohort data (2021–2024) tracking children from NST1-era ECD centres into primary school, supplemented by key informant interviews. The methodology details a stratified random sample, validated instruments for developmental and educational assessment, multivariate regression to control for confounding, and thematic analysis of qualitative data. Ethical approval and informed consent protocols were rigorously followed. Findings indicate that children who attended quality NST1-aligned ECD programmes demonstrate statistically significant advantages in primary school readiness, foundational literacy, and numeracy by 2024, compared to non-participating peers. However, the analysis identifies persistent challenges in programme equity, including regional disparities in access that risk undermining these gains. The significance of this work lies in its direct contribution to African-led policy evaluation, offering robust evidence to inform the design of subsequent national frameworks. It concludes that for Rwanda to fully realise its human capital aspirations, sustained ECD investment must be coupled with targeted strategies to ensure inclusive quality.