"background": "Municipal infrastructure asset management in developing nations often lacks robust, quantitative frameworks for evaluating systemic efficiency improvements. In the Ethiopian context, where rapid urbanisation places immense pressure on public works, there is a critical need for empirical methodologies to assess the impact of modernised asset management systems. ", "purpose and objectives": "This study aims to develop and apply a quasi-experimental econometric model to quantify the causal effect of implementing a standardised municipal asset management system on infrastructure project delivery efficiency within the country. ", "methodology": "A difference-in-differences (DiD) model was employed, analysing panel data from municipalities that adopted the new system (treatment group) and those that did not (control group). The core model is specified as Y{it = \0 + \1 + \2 + \ (\) +, where Yit is the efficiency metric. Inference is based on cluster-robust standard errors at the municipal level. ", "findings": "The DiD estimator (\) indicates a statistically significant positive effect. Municipalities implementing the new system realised an average 18. 5% reduction in project completion time delays compared to the control group (95% CI: 12. 2% to 24. 8%). The parallel trends assumption was validated using pre-intervention data. ", "conclusion": "The adoption of a structured asset management system yields significant and measurable efficiency gains in municipal infrastructure delivery. The DiD approach provides a rigorous methodological framework for evaluating such public sector engineering interventions. ", "recommendations": "National and municipal authorities should prioritise the roll-out of standardised asset management systems, supported by continuous data collection to enable ongoing performance monitoring and causal analysis. ", "key words": "infrastructure asset management, difference-in-differences, efficiency, municipal engineering, quasi-experimental
Gebrehiwot et al. (Sun,) studied this question.