Methodological Assessment of Rural Clinics Systems in Kenya: A Randomized Field Trial for Clinical Outcomes Evaluation

Rural clinics in Kenya face challenges in maintaining consistent clinical outcomes due to varying system methodologies. A comprehensive systematic literature review was conducted using databases such as PubMed and Embase. Studies were screened based on predefined eligibility criteria focusing on randomized field trials that evaluated clinical performance metrics. The analysis revealed a significant variation (p < 0.05) in the effectiveness of different diagnostic tools used across clinics, with some methods showing a higher success rate than others. While most studies adhered to standard methodologies, there is room for improvement in adopting more robust and consistent evaluation techniques. Clinic administrators should consider implementing standardised data collection protocols and conducting regular performance audits to enhance clinical outcomes. Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.