Water treatment systems are critical for ensuring safe drinking water in South Africa, with varying degrees of effectiveness across different regions and facilities. A randomized controlled trial was conducted in 10 randomly selected municipalities. Water samples were collected at regular intervals, and data on pH levels, turbidity, and microbial content were analysed using linear regression models with robust standard errors for uncertainty quantification. The analysis revealed a significant difference (p < 0. 05) in the mean pH levels between treated and untreated water samples, indicating that not all treatment systems achieve optimal disinfection. The results suggest that water quality improvements can be enhanced by optimising treatment protocols and increasing system maintenance frequency. Municipalities should prioritise regular system audits and upgrade outdated infrastructure to ensure consistent compliance with health standards. The maintenance outcome was modelled as Y₈ₓ=₀+₁X₈ₓ+uᵢ+₈ₓ, with robustness checked using heteroskedasticity-consistent errors.
Sipho Mkhize (Tue,) studied this question.
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