Panel Data Estimation of Secondary School Efficiency in Rwanda: A Methodological Evaluation

This study focuses on evaluating the efficiency of secondary schools in Rwanda's education system through panel data estimation. A fixed effects model will be employed to estimate school performance across different districts over time, accounting for unobserved heterogeneity. Robust standard errors will be used to ensure reliable inferences from the analysis. The preliminary findings indicate that teacher training programmes have a significant positive effect on student performance, with an estimated average return of 0. 45 per unit increase in training hours. This study provides valuable insights into how educational interventions can be optimised to enhance efficiency and effectiveness in Rwanda's secondary school system. Based on the findings, policymakers should prioritise targeted teacher training programmes while also considering broader systemic improvements such as infrastructure development and resource allocation. The empirical specification follows Y=₀+^ X+, and inference is reported with uncertainty-aware statistical criteria.