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| Glavni autori: | , , , |
|---|---|
| Format: | Recurso digital |
| Jezik: | engleski |
| Izdano: |
Zenodo
2014
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| Teme: | |
| Online pristup: | https://doi.org/10.5281/zenodo.19036701 |
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- <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of public health surveillance systems systems in Tanzania: Bayesian hierarchical model for measuring system reliability in Tanzania. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A mixed-methods design was used, combining survey and interview data collected over the study period. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Methodological evaluation of public health surveillance systems systems in Tanzania: Bayesian hierarchical model for measuring system reliability, Tanzania, Africa, Medicine, original research This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.</p>