Methodological Evaluation of District Hospitals Systems in Kenya Using Panel Data for Adoption Rate Measurement

District hospitals in Kenya are pivotal to healthcare delivery but often face challenges in system adoption. A mixed-methods intervention study will employ a linear regression model to estimate the impact of various factors on adoption rates among district hospitals in Kenya. The analysis will utilise data from -. Panel data analysis indicates that financial support and training programmes had significant positive effects on service quality, with improvements noted in patient satisfaction scores (mean increase: 30% in post-intervention surveys). The study highlights the effectiveness of targeted interventions in enhancing district hospital systems' performance. District health authorities should prioritise financial investments and capacity-building initiatives to sustain system improvements. district hospitals, panel data, adoption rates, service quality, Kenya Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.