African Civil Engineering Journal | 25 June 2005
Methodological Assessment of Municipal Infrastructure Assets in Rwanda Using Difference-in-Differences for Risk Reduction Evaluation
A, k, a, z, i, b, o, n, i, K, a, y, i, t, e, s, i
Abstract
This study addresses a current research gap in Engineering concerning Methodological evaluation of municipal infrastructure assets systems in Rwanda: difference-in-differences model for measuring risk reduction in Rwanda. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Methodological evaluation of municipal infrastructure assets systems in Rwanda: difference-in-differences model for measuring risk reduction, Rwanda, Africa, Engineering, case study This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. The maintenance outcome was modelled as $Y<em>{it}=\beta</em>0+\beta<em>1X</em>{it}+u<em>i+\varepsilon</em>{it}$, with robustness checked using heteroskedasticity-consistent errors.