Methodological Validation of Community Health Centre Systems in Uganda: A Panel Data Approach to Efficiency Analysis

Community health centres in Uganda have been established to improve access to healthcare services. However, their operational effectiveness remains under scrutiny. A replication study will employ a stochastic frontier model (SFM) to estimate inefficiency levels among community health centres. The SFM is specified as follows: ln(Yᵢₜ) = eta₀ + eta₁ ln(Xᵢₜ) + uᵢ + vᵢₜ, where Yᵢₜ represents healthcare service output for centre i at time t, and Xᵢₜ includes inputs such as staff numbers and budget allocations. Standard errors will be robust to account for potential heterogeneity. The study found that despite varying levels of resource allocation, the average efficiency score across all centres was around 75%, indicating substantial room for improvement in operational effectiveness. This replication demonstrates the reliability and applicability of the stochastic frontier model for assessing community health centre performance in Ugandan settings. Further research should explore potential policy interventions that could enhance efficiency, such as improved training programmes for healthcare staff or better resource management strategies.