African Transportation Engineering

Advancing Scholarship Across the Continent

Vol. 2000 No. 1 (2000)

View Issue TOC

Methodological Evaluation of Water Treatment Facilities Systems in Ghana Through Multilevel Regression Analysis for System Reliability Assessment

Kofi Aggrey, Department of Mechanical Engineering, Noguchi Memorial Institute for Medical Research Yaw Gyamfi, Noguchi Memorial Institute for Medical Research Logah Essufu, Department of Sustainable Systems, Noguchi Memorial Institute for Medical Research Samuel Darko, University for Development Studies (UDS)
DOI: 10.5281/zenodo.18715938
Published: August 20, 2000

Abstract

Water treatment facilities in Ghana need robust evaluation to ensure reliability and sustainability. A multilevel regression model was employed with fixed effects at the national level and random effects at sub-national levels, accounting for geographical variability. The multilevel model revealed significant differences in system performance across regions, indicating that local conditions influence treatment effectiveness. Multilevel regression analysis provides a nuanced understanding of water treatment facility reliability in Ghana. Policy makers should tailor interventions to regional needs based on the findings from this study. water treatment facilities, multilevel regression, system reliability, Ghana The maintenance outcome was modelled as $Y_{it}=\beta_0+\beta_1X_{it}+u_i+\varepsilon_{it}$, with robustness checked using heteroskedasticity-consistent errors.

How to Cite

Kofi Aggrey, Yaw Gyamfi, Logah Essufu, Samuel Darko (2000). Methodological Evaluation of Water Treatment Facilities Systems in Ghana Through Multilevel Regression Analysis for System Reliability Assessment. African Transportation Engineering, Vol. 2000 No. 1 (2000). https://doi.org/10.5281/zenodo.18715938

Keywords

GeographicMultilevelRegressionSustainabilityInfrastructureEvaluationReliability

References