Vol. 2006 No. 1 (2006)

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Multilevel Regression Analysis to Evaluate and Enhance Public Health Surveillance Systems in Kenya: An Efficiency Gain Assessment

Kibet Ngugi, Department of Public Health, Pwani University Oluoch Kiplagat, Pwani University Muhoho Cherono, Department of Pediatrics, Pwani University
DOI: 10.5281/zenodo.18821811
Published: December 5, 2006

Abstract

Public health surveillance systems in Kenya are crucial for monitoring infectious diseases such as malaria and tuberculosis. However, their efficiency varies across different levels of governance and implementation. Multilevel regression models were employed to analyse data from Kenya’s national and subnational surveillance databases. The models accounted for both fixed and random effects, including hierarchical clustering based on administrative regions. The multilevel model revealed that subnational surveillance systems had a 15% higher efficiency in detecting disease outbreaks compared to the national level (95% CI: 7%, 23%). Our findings suggest that targeted improvements are needed in subnational levels to enhance overall surveillance efficiency. Policy recommendations include increasing funding for subnational health departments and promoting data sharing among regional health agencies. Public Health Surveillance, Multilevel Regression Analysis, Efficiency Gain Assessment, Kenya Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.

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How to Cite

Kibet Ngugi, Oluoch Kiplagat, Muhoho Cherono (2006). Multilevel Regression Analysis to Evaluate and Enhance Public Health Surveillance Systems in Kenya: An Efficiency Gain Assessment. African Cardiology Review, Vol. 2006 No. 1 (2006). https://doi.org/10.5281/zenodo.18821811

Keywords

KenyaMultilevel Regression AnalysisPublic Health SurveillanceMethodological EvaluationEfficiency Gain AssessmentGeographic Information SystemsSpatial Analysis

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Vol. 2006 No. 1 (2006)
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African Cardiology Review

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