Multilevel regression analysis assesses system reliability in Ghana's water treatment facilities, suggesting tailored interventions.
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 Yᵢₜ=β₀+β₁Xᵢₜ+uᵢ+εᵢₜ, with robustness checked using heteroskedasticity-consistent errors.
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Aggrey et al. (2000) studied this question.
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