Methodological Evaluation of Urban Primary Care Networks in Tanzania Using Panel Data for Clinical Outcome Assessment,

Urban primary care networks (UPCNs) in Tanzania are pivotal for delivering essential healthcare services to urban populations. However, their effectiveness and operational efficiency require rigorous evaluation. A mixed-methods approach was employed, integrating both qualitative interviews with healthcare providers and quantitative data from patient records. Panel data analysis was utilised to assess changes in clinical outcomes over time. The analysis revealed a significant improvement (p < 0. 05) in patient satisfaction scores across all monitored UPCNs, indicating enhanced service quality. Panel data estimation provided robust insights into the effectiveness of urban primary care networks in Tanzania, supporting evidence-based policy recommendations. Further longitudinal studies and standardised training programmes for healthcare providers are recommended to sustain and improve clinical outcomes. Urban Primary Care Networks, Panel Data Analysis, Clinical Outcomes, Healthcare Quality Treatment effect was estimated with logit (pᵢ) =₀+^ Xᵢ, and uncertainty reported using confidence-interval based inference.