What does this research mean for the field?

Community-level factors significantly influence the likelihood of positive clinical outcomes in Kenya's public health surveillance systems. Novelty: ClaimNovelty.NOVEL_FINDING. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

To evaluate the effectiveness of public health surveillance systems in Kenya in predicting clinical outcomes using a multilevel analysis approach.

February 25, 2026Open Access

Methodological Evaluation of Public Health Surveillance Systems in Kenya: Multilevel Regression Analysis for Clinical Outcomes Assessment

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To evaluate the effectiveness of public health surveillance systems in Kenya in predicting clinical outcomes using a multilevel analysis approach.
Employed a multilevel logistic regression model
Analyzed data from individuals, communities, and healthcare facilities
Assessed the influence of community-level factors on health outcomes
Community-level factors significantly enhance the prediction of positive clinical outcomes
Individual-level variables alone provide less predictive power
Multilevel analysis offers a more comprehensive understanding of surveillance system improvements

Authors

OOOginga OdingaStrathmore University MKMatiba Musilimah KaziniTechnical University of Kenya MKMwangi KibugiStrathmore University

Discussion

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Implication

Multilevel regression analysis assesses clinical outcomes in Kenya, suggesting significant community influence on health results.

Cite This Study

Odinga et al. (2002) studied this question.

synapsesocial.com/papers/699e91fdf5123be5ed04fd64 https://doi.org/10.5281/zenodo.18740060

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Methodological Evaluation of Public Health Surveillance Systems in Kenya: Multilevel Regression Analysis for Clinical Outcomes Assessment

Key Points

Discussion

Implication

Cite This Study

Methodological Evaluation of Public Health Surveillance Systems in Kenya: Multilevel Regression Analysis for Clinical Outcomes Assessment

Key Points

Discussion

Implication

Cite This Study

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