Vol. 2002 No. 1 (2002)

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Methodological Assessment of Transport Maintenance Depot Systems in Rwanda: Multilevel Regression Analysis on System Reliability

Kizito Nkubili, Rwanda Environment Management Authority (REMA) Ingabiro Nsagwa, University of Rwanda Magabo Bizimana, Rwanda Environment Management Authority (REMA)
DOI: 10.5281/zenodo.18755715
Published: December 5, 2002

Abstract

The study aims to evaluate and compare transport maintenance depot systems in Rwanda. A multilevel regression analysis will be employed, accounting for the hierarchical structure of the data (depot-level and district-level factors). Findings suggest that depot size and location within districts significantly impact system reliability. Depot size was found to have a positive effect with an odds ratio of 1.05 per unit increase. The multilevel regression analysis reveals the importance of considering both internal depot factors and external district-level variables for improving transport maintenance depot systems in Rwanda. Policy recommendations include optimising depot locations based on district characteristics to enhance system reliability and efficiency. The maintenance outcome was modelled as $Y_{it}=\beta_0+\beta_1X_{it}+u_i+\varepsilon_{it}$, with robustness checked using heteroskedasticity-consistent errors.

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How to Cite

Kizito Nkubili, Ingabiro Nsagwa, Magabo Bizimana (2002). Methodological Assessment of Transport Maintenance Depot Systems in Rwanda: Multilevel Regression Analysis on System Reliability. African Journal of Islamic Studies and Civilizations, Vol. 2002 No. 1 (2002). https://doi.org/10.5281/zenodo.18755715

Keywords

RwandanMultilevelRegressionMaintenanceDepotsReliabilityHierarchical

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Vol. 2002 No. 1 (2002)
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African Journal of Islamic Studies and Civilizations

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