Methodological Evaluation of Public Health Surveillance Systems in Nigeria: Forecasting Cost-Effectiveness Using Time-Series Models
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| Format: | Recurso digital |
| Langue: | anglais |
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Zenodo
2014
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| _version_ | 1866902329337315328 |
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| author | Elliott, Jeffrey Palmer, Dr Pamela Wright, Holly |
| author_facet | Elliott, Jeffrey Palmer, Dr Pamela Wright, Holly |
| contents | <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of public health surveillance systems systems in Nigeria: time-series forecasting model for measuring cost-effectiveness in Nigeria. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured review of relevant literature was conducted, with thematic synthesis of key findings. 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 Nigeria: time-series forecasting model for measuring cost-effectiveness, Nigeria, Africa, Medicine, review article 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> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19027307 |
| institution | Zenodo |
| language | eng |
| publishDate | 2014 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Methodological Evaluation of Public Health Surveillance Systems in Nigeria: Forecasting Cost-Effectiveness Using Time-Series Models Elliott, Jeffrey Palmer, Dr Pamela Wright, Holly Sub-Saharan African Nigeria Epidemiology PublicHealth SystemsAnalysis QuantitativeMethods Modelling <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of public health surveillance systems systems in Nigeria: time-series forecasting model for measuring cost-effectiveness in Nigeria. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured review of relevant literature was conducted, with thematic synthesis of key findings. 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 Nigeria: time-series forecasting model for measuring cost-effectiveness, Nigeria, Africa, Medicine, review article 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> |
| title | Methodological Evaluation of Public Health Surveillance Systems in Nigeria: Forecasting Cost-Effectiveness Using Time-Series Models |
| topic | Sub-Saharan African Nigeria Epidemiology PublicHealth SystemsAnalysis QuantitativeMethods Modelling |
| url | https://doi.org/10.5281/zenodo.19027307 |